Category Archives: data visualizations

The Cognitive Clouding of Global Warming: Paris and Pittsburgh; Creditors and Debtors

The argument of America First seems to have been extended to its logical conclusion as the apparently selected President of the United States has single-handedly subtracted the nation from a map of climate change.  By denying the place of the United States in the Paris Climate Accords, President Trump seems, in the most charitable interpretation, to have acted on his own instincts for what was the benefit that accrued to the country in the very short term, and after looking at the balance books of the United States government for what might have been the first time, decided that America had no real part in the map of the future of a warming world.  Rather than outright denying global warming or climate change, Trump decided that the conventions established to contain it by the world’s nations had no immediate advantage for the United States.  

The result wasn’t really to subtract the United States from the ecumene, but from the phenomenon or at least the collective reaction of the world to climate change, and openly declare the supremacy of his own personal opinion–as if by executive fiat–on the matter. The personal position which he advanced was so personal, perhaps, to be presented in terms of his own clouded thinking on the matter, or at least by seizing it to create what he saw as a wedge between national consistencies, and to use wildly incommensurate forms of data to create the impression of his own expertise on the issue–and to mislead the nation.  For Donald Trump took advantage of his having Presidential podium to diss the Paris Accords by a torrent of alliteration developed by a clever speechwriter as resting on a “cornucopia of dystopian, dishonest and discredited data.”  Even if one wants to admire the mesmerizingly deceptive excess of alliteration, the notion of rooting an initial response to planetary climate change in the perspective of one nation–the United States of America–which produced the lion’s share of greenhouse gasses–is only designed to distort.  

By pretending to unmask the Paris Accords as in fact a bum economic deal for the United States, as if it were solely designed to “handicap” one national economy, set a sad standard for the values of public office.  For as Trump dismissed data on climate change as discredited with mock-rage, and vowed that the entire affair had been designed by foreign groups who had already “collectively cost America trillions of dollars through tough trade practices” and were desiring to continue to inflict similar damage.

But the large future on trade imbalances–which he treated as the bottom line–he staged a spectacle of being aggrieved that seemed to take on the problems of the nation, with little sense of what was at stake.  Trump’s televised live speech was preeminently designed only to distract from the data on which the Accords had been based.  And even as Trump sought to pound his chest by describing the Accord as a “bad deal for Americans,” that in truth “to the exclusive benefit of other countries.”  By turning attention to an America First perspective on global warming, Trump sought to replace the international scope of the challenge–and intent of the much-negotiated Climate Accords–by suggesting that it obscured American interests, even if it only took America’s good will for granted.  As if explaining to his televised audience that the agreement only “disadvantages the United States in relation to other countries,” with the result of “leaving American workers–who [sic] I love–. . . to absorb the cost in terms of lost jobs [and] lower wages,” he concealed the actual economics of withdrawing from the Accords were buried beneath boasts to have secured “350 billion of military and economic development for the US” and to help American businesses, workers, taxpayers, and citizens.  

In continuing to dismiss the data out of hand about the expanded production of greenhouse gasses, Trump seems to seek to overturn the deceptions of data visualizations that have alerted the United States and world about the consequences of unrestrained or unbridled climate change. Trump ridiculed the true target of the nearly universally approved Accords, scoffing at the abilities to reduce global temperatures; instead, he concentrated on broad figures of lost jobs in manufacturing and industries that are in fact small sectors of the national economy, and incommensurable with the dangers of ignoring global warming and climate change, or the exigencies of taking steps to counter its recent growth.

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Increased Likelihood of Temperature Surpassing Previous Records by 2050 and 2080

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Sea Surface Temperatures against a Historical Baseline of a Century Ago/Climate Central

As if years of accumulated data of earth observation could be dismissed as deceptive out of hand by executive authority, independent of an accurate judgement of its measurement, Trump dismissed expert opinion with the air of a true populist whose heart lay in the defense of the American people and their well-being–as if they could be abstracted and prioritized above the world’s  Trump’s largely rambling if gravely delivered comments in the Rose Garden press conference that painted himself as daily fighting for the country cemented the alliance of populism and a war on science by its odd substitution of bad economic data for good scientific data.  

The switch is one in which his administration has specialized.  His address certainly culminated an outright dismissal of scientific conclusions based on a distorted America First picture of the world, where a stolid declaration that “the United States will withdraw from the Paris Climate Accords” made sense as form of national defense–despite the potential global catastrophe that rising global temperatures and sea surface temperatures threaten. Is the technique of juxtaposing statistics and muddying data an attempt to undermine evidence, or an illustration of his insecurity with giving authority to data, or to scientific authority, the mirrors his concern about concealing “his profound illiteracy,” or his insecurity about illiteracy, that linguist Geoffrey Nunberg argues not only distance his own speech from words, and discredits their currency, but an insecurity of having to rely on language and linguistic skills alone, in ways that might be well seen as analogues to his plentiful use of all caps on social media, as stepping outside of the language of public life to a medium more direct and complicit with his audience, if outside the usage standards of a written language.

The catastrophes were minimized by being argued to be based on “discredited data” in a bizarre flourish designed to dismiss scientific concensus  Trump conspicuously faulted not only the “discredited” but distracting nature of data  in the speech he gave in the Rose Garden on June 1, 2017 that supposedly justified his announcement of withdrawing from the Paris Climate Accords in 2015 to limit heat-trapping emissions of carbon fuels that have been tied to observed climate change.  Rather than foreground the international nature of the accords among agreed upon by almost 200 nations, trump advanced the need to heed local interests, perversely, but even more perversely argued that the Accords resulted from disinformation.  He spoke to the world to chastise their recognition of scientific observations, in so doing destabilizing not only global alliances but undermining a long-negotiated climate policy by pulling the rug out from long accepted consensus not only of climate scientists but a role of national leadership that sought to remedy the failure of the Kyoto Protocol of 1997.  Trump turned his back on the Climate Accords on how to curb greenhouse gas emissions  by proclaiming their unfairness to American interests, and attacking unwanted constraints on American industry, through his own deployment of data that was even more discredited as an excuse to walk away from the prospect of a greener world.

Exiting the Green.png  Al Drago/New York Times

1. If Trump steered the nation away from green energy and into darkness, Vladimir Putin seemed to mock Trump’s rationale for the withdrawal when he mused, jokingly but ever so darkly, that “maybe the current [U.S.] president thinks they are not fully thought-through,” making open fun of Donald Trump’s image of global leadership by wryly noting in ways that echoed the absurdity of Trump’s defense of the local in place of the global.  “We don’t feel here that the temperature is going hotter here, . . . I hear they are saying it snowed in Moscow today and its raining here, very cold,” Putin noted, as if relishing undermining long-established trends in climate data by invoking a populist championing of local knowledge as if it trumped the advantages of earth observation that satellite observation has long provided.   Populism trumped expertise and Putin laughed at the possibility that the Accords might soon fail as a result.

Given the longstanding desire of Moscow to be released from constraints on exploring the billions of tons of Arctic oil on which Russia has chosen to gamble, Trump’s almost purposive blindness to a changing environmental politics of the global economy astounds for its parochialism, and its championing of place to dismiss undeniable effects of climate change that seems closely tied to carbon emissions.  For with a false populism that championed the limited perspective of one place in the world–or one’s own personal experience–Trump dismissed the maps and projections of climate change, on the basis that the “deal” was simply “BAD.”  And as a man who views everything as yet another deal, while he pronounced readiness to “renegotiate” an accord he sought to cast as a failure of President Obama to represent America’s interests, the rebuke fell flatly as the accord was never designed to be renegotiable.

Putin’s remarks were met by scattered laughter of recognition, and some smirks at the decision of the American president to withdraw form a long-negotiated set of accords to the collective dismay of our military and environmental allies, and its implicit endorsement of deniers of climate change.  The potential “axis of mass destruction” France’s climate minister has cautioned against might indeed be one of mass distraction.  For in dismissing and indeed disdaining the historical accords to limit carbon emissions, Trump sought a soundbite sufficient to stoke suspicions the climate treaty.  He sought to cast it as yet another deeply rigged system of which he had taken to compulsively warning Americans.  Such a metaphor of bounty was jarring to reconcile with onerous economic burdens cited as the prime motivations for deciding to reject the Paris Accords on Climate Change.  The jarring cognitive coinage seemed to connote its negative by a disorienting litotes; but perhaps the most striking element of the entire news conference was that Trump offered no data that backed up his own pronouncements and appearance of steadfast or only obstinate personal resolve.

Before the coherence of the embodiment of climate change in maps, Trumps jarringly juxtaposed radically different sorts of statistic to snow the nation–and the world–by disorienting his audience, on which Trump turned to a litany of complaints and perceived offenses striking for providing no data of any sort, save several bits of false data.  As much as Trump betrayed uneven command over the data on climate change, as if embedding discrete numbers in unclear fashion that supported a self-evident argument, as if they addressed one of the most carefully documented changes in the atmosphere of the world.  By juxtaposing a threat that “could cost Americans as much as 2.7 million lost jobs by 2025“–a number described as extreme but decontextualized to exaggerate its effect, framed by the dismissive statement  “Believe me, this is not what we need!“– with a projected small temperature decrease of two tenths of a degree Celsius–“Think of that!  This much”–as if to indicate the minuscule return that the “deal” offered to the United States that would have made it worthy accepting its costs–

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The gesture seemed designed to juxtapose the honesty of direct communication with the deceit of the experts.   Trump’s notion of direct communication concealed the surreal enjambment of disproportionate numbers more striking by the difference of their scale than their meaning.  Of a piece with his citation of partial statistics that exaggerate his points, from “95 Million not in the U.S. labor force” as if to imply they are all unsuccessfully looking for work, targeting some 8 million immigrants as “illegal aliens”ready for deportation, or how immigrants coast American taxpayers “billions of dollars a year.”   Such large figures deploy discredited data difficult to process to conjure fears by overwhelming audience, distracting from specific problems with large numbers that communicate an illusion of expertise, or even overwhelm their judgment by talking points disseminated in deeply questionable media sources.

If the power of this juxtaposition of unrelated numbers gained their effectiveness because of a lack of numeracy–Trump’s claim of 100 million social media followers lumps his followers on Twitter, Facebook and Instagram, many of whom may be the same people, and other fake persona —the numbers seem to exist for their rhetorical effect alone, as if to awe by their size and dismiss by the miniscule benefits they might provide. The point of contrasting such large and small statistics was to suggest the poor priorities of the previous administration, and dilute form the consensus reached on the modeling of climate change.  To be sure, the Trump administration also barters in fake facts on Fox News Sunday. inflating the number of jobs in coal industries, that show a misleading sense of the government’s relation to the national economy, generating a range of falsehoods that disable fact-checking, obscuring the fact that the global marketplace increasingly gives preference to cleaner energy and clean energy jobs more quickly others sectors of our national economy beyond energy industries.  The ties of Trump’s administration to fossil fuels–from the Secretary of State to the Secretary of Energy to the Secretary of the Interior down–employ the obsfuscating tactics of fossil fuel industries to obscure benefits of low-carbon fuels.  Indeed, the inability to “renegotiate” a deal where each nation set its own levels of energy usage rendered Trump’s promise of the prospect of renegotiation meaningless and unclear, even if it was intended to create the appearance of him sounding reasonable and amiable enough on nightly television news.

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Cheriss May/Spia via AP

Another point of the citation of false data was to evoke a sense of false populism, by asking how the Accords could ever add up.  In isolating foregrounded statistics great and small, tightly juxtaposed for rhetorical effect, the intent seems consciously to bombard the audience to disorienting effect.  We know Trump has disdain for expertise, and indeed the intersection between a sense of populism with disdain or rejection of science may be endemic:  in formulating responses to a global question like climate change that he has had no familiarity with save in terms of margins of profits and regulations.  Rather than consulting experts, the President has prepared for public statements by consulting sympathetic FOX media figures like Kimberly Guilfoyle who pander by endorsing the notion of a climate conspiracy–not experts, who use data as obscuring foils, suggesting an ecology of information originating from pro-fossil fuel industry groups.

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Filed under data visualization, data visualizations, Donald J. Trump, Global Warming, statistics

Mapping the Presence of Rome’s Pasts: from Piranesi to Freud and Back

We now map mega-regions that extend along highways far beyond the former boundaries of cities, along roads and through suburbs increasingly lack clear bounds.  The extent of such cities seem oddly appropriate for forms of mapping that seem to lack respect for physical markers of bounds.  These maps reflect the experience of their environments as networks more than sites, to be sure.  It may be surprising to see the mapping of the ancient world as a similar network, and to try to understand the mobility of the ancient world and Mediterranean in terms of modern tools of mapping travel: tracing the extension of extra-urban areas along distended networks of inhabited paved space, indeed, suggests the morphing of cities from the past, and almost removes them from historical time or erase the familiar palimpsestic relation to known space, or the city as a space for walking.

We may be compelled to apply the same data driven images to ancient Rome, driven due to our own continuing and increased disorientation on the proliferating data maps.  But does their logic maintain the complexity of time, space, and place in the ancient world, or how might it better attract interest, by casting the map as a site of investigating not only space, but time? Despite the limitations of their coverage of space, and the limited benefits of imagining the ability to measure times of travel or distances to monuments as a record of ancient space or Roman life, it is tempting to be satisfied with placing it in a network. For to do so offers a way of envisioning ancient Rome as a mega city and hub of transit.  But the erasure that this brings in humanistic experience of the map is striking.  

mobility fingerprint ROme

The risk of a loss of materiality is steep: for we seem to lose a sense of the presence of the map of the city, visualizing the distances of travel, costs of economic transit, and time of travel in a web of commercial exchange we both project back our own sense of disorientation.  When we use modern notions such as that of the urban mobility fingerprint as Moovel labs did in concretely visualizing the medieval saying that “all roads lead to Rome” in its  project of mapping distances from the ancient city, we run the risk of insisting on the transparency of data, reducing maps and the patttern of mapping to a substrate of spatial relations sufficient in an almost ahistorical sense, and risk asserting the authority of an app over material processes of building and mapping Rome across time.  

In doing so, we may be trying to find mooring in the mapping of the past.  We avoid the problem of mapping the presence of the ancient form of the city so long returned to be mapped, as a key to presence of the ancient city in the city, in ways that Rome was so long understood. The reipscription of the authority of Rome in the map–or from those classic images of the nineteenth century imagination, the Baedecker Guide, may posit mobility as fons et origo. And while we do want to illustrate or understand flows from the city, and the location of Rome in a broader Mediterranean and European space–by privileging flow, we wonder–

Flow from Rome

is there some loss of the materiality of the ancient world? For rather than show the city of Rome, so often refigured in almost encomiastic terms, by asserting its pride of place in a network, and celebrating the construction of its almost vegetal organic network of modernized roads in order to bring it closer to the viewer, there is a visual trick of transferring a dataset to a schematic rendering that flattens the complex human patterns of the past, and does so by obscuring the deeply humanistic layered nature of the map and of the past, so clearly preserved in the famous bifolium image of Rome, that old imperial city, in the 1493 Nuremberg Chronicle, based on a lost chorographic encomiastic of its buildings’ magnificence.

Nuremberg Chronicle, “Roma,” (1493), leaves LVII-LVIII

If we might consider the imperial schema of travel as a more exact map of space, the enhanced topographic rendering that calls attention to its place in a network, alters the intense interest that the mapping of the city’s place has held, so aptly illustrated back when the physician Hartman Schedel returned to his native Nuremberg, with woodcuts by Francesco Roselli and other Italians in hand, to assemble a new genealogy of the place of Germans on the outskirts of the Roman Empire, and to map the cities of Swabia as the heirs of Roman imperial claims. The symbolic authority of the city, long taken as akin ago a vessel of memory, gained broad symbolic authority as it was encoded in maps.  In ways that are in danger of erasure by the generic symbology of a map that sizes vector files to suggest flow in an organic or unobstructed fashion, the material practices of mapping Rome have their own history, neglected in data visualizations’ relatively flat space,–not to mention the sense of a space removed from history that they create.

Detail of Nuremberg Chronicle, leaves LVII-LVIII (1493)

The deep history of the material practices of mapping Rome constitute something of a deep source of meaning and a source of fascination; mapping of the city the remained in the city, negotiating the presence of the antique in the city.  Rather than disembody the routes of motion as defining the city, the images that embodied the material presence of the antique city was the dominant presence in a long history of mapping the city, whose ancient traces were preserved and excavated in the many maps of Rome made since before the Renaissance.  Such maps, viewed in their historical context and continuity, preserve a sense of the form of the antique that provided a form as an actor for visitors to Rome, and a lure for the site of the continued presence of traces of the space of a historical Rome that exists among the modern city’s space.  Indeed, maps may themselves offer the best ways to familiarize oneself to the material traces of orienting oneself to the presence of the antique that continue to inhabit its present. And the prestige that the Baedecker guide long held in the German imagination during the nineteenth century to orient educated travelers who were reprising Schedel’s Reise of cultural formation informed the brazen wartime announcement of the Nazi government that its Luftwaffe would target domestic populations in Britain by the landmarks meriting three stars in “Baedeker Guides” bombing historical cities in “Baedeker Raids”–those military operations designed to hit historic cities Exeter, Bath, York, Norwich and Canterbury. The threat led British and Allied attacks to target over a thousand historic cities of Germany that were themselves reduced to rubble by the end of the war, escalating the scale of human destructiveness, in a theater of destructive energy that was rooted not in aerial technologies alone, but the mateirality of the map–and designed to eliminate the very traces of historical treasures that the American Antiquities Commission hoped to avoid by reducing the list of targeted German cities.

The deeply affective ties to place that led to the escalation of the Baedeker Raids began from a sense of If practices of mapping demand to be placed in their distinct media. While these guides demand a post of their own, this post turns attention to how the media of mapping Rome gained particular sensitivity, as preserving access to the past, and of orienting viewers to a presence no longer present in the present, as most all maps of Rome effectively do.  By considering the mapping of Rome in relation to datamaps, and the sense of presence that they encode, one almost seems obligated to begin from what may be the primary image–if not primal image–of the way that all roads lead to Rome, or were described to.    If all roads lead to Rome in a deeply ahistorical sense in the middle ages, when the statement seems to have first appeared, the possibly medieval rendering of the ancient “Peutinger Map” or Tabula Peutingerianawhich presents Rome at the center of an acient road network–across the empire–and was suggested to be  copied from the form of a large frieze on a building, but survives in a paper copy of distinctively distorted elongated form, reduced oceans to strips to foreground its road network.

1. Routes remain perhaps the oldest maps. Rarely are they understood as networks. The trick of topographic rendering of privileging the disposition of roads and their distances–measured in local units, but spanning the Empire–do not radiate, but extend laterally across mapped space.  The form of the antique led to the eager the recovery of the prized Peutinger map of the peninsula, surviving in the copy of the Tabula Peutingeriana, that preserved, showing east-west routes at greater scale than north-south in dimensions of a marble frieze, more than a sheet of paper; its collapsing of a collection of routes inscribed into a peninsula as a seat of empire, placing the enthroned figure of Rome holding a globe at the head of a cursus publicus–as if to demonstrate how all roads lead Rome-ward or, more accurately, from Rome, emphasizing its legibility by replicating the left-to-right reading of space.

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–as if in a comprehensive representation the cursus, where continuity is less present than the network, but the network visualized by making present criteria of measurement embedded in the map itself.

Rather than orienting readers by showing Rome as the center of a web of transit, that has its own life and coherence, the map’s oddly compressed format seems to have the imprint of the material place that it held, fittingly, as a record of the cursus publicus, on a frieze, if so probably etched in marble, showing the prominence of Rome and its port of Ostia not at the center of the peninsula, but in the enthroned figure.  Rome occupies a place at the start and head of its cursus publicus, perhaps as a remnant of a global map prepared in Augustan Rome, which in the surviving thirteenth century copy digests data that may derive from the Agrippa map, but embodies it in the form of a marble frieze.

Transferred and kept on a sheet of paper since when the humanist Conrad Celtis discovered in in France, and presented humanist Konrad Peutinger with the treasured cartographic image in a surviving copy, the map was thought to be a fragment of a global map organized by Roman roads.  It has been attempted to be returned to its material context in many alternative historical settings–hypotheses including Carolingian origins or, a marble frieze, to historicize the audiences it addressed–but in ways that preserve the centrality of its physical medium.  

The problem of seeing the along map of the world, and the curiously elongated image of Italy, have only recently been revised, as ways that re-examine the humanist status of the map as an argument about space.  But if the material form of the map has provoked repeated reflection, as much as the transparent reflection of spatial data by which our own data-driven world is increasingly obsessed, it reminds us of the material basis of the maxim of all roads leading to Rome, which the depiction of the cursus publicus so clearly embodied.

Roma

But the image of all roads leading to–or from–Rome is not, perhaps, the map that best expresses the place that the city has held in the humanist imagination.  If the Tabula Peutingeriana offers an interrupted record of all roads leading to Rome continues to captivate, the presence of the ancient in Rome suggested a deeper problem of temporal mapping that data cannot capture, in part because it so relentlessly adopts and employs a present-day form of mapping to chart an elusive past.  

The history with which the presence of maps that continued to process the antique in Rome certainly led to the fascination of uncovering the road network of the city.  The presence of the elusive but ever-present antique in the city laid a basis for curiosity of times of travel in mapping the Empire, the maps of travel times on its system of roads is only one level of the building of Rome.  Although the city’s status at the center of the empire provided a source of fascination, and a promise of classical recovery, to the humanist collector, the presence of ancient roadworks in the Tabula mirror the continued fascination with mapping presence of the antique in Rome, that have been a longstanding subject of fascination.  While Rome remained the center of the Tabula, on the far left of the three strip maps of the peninsula compressed to a single sheet, the rendering of the peninsula’s network of roads omits the deep presence of the city’s ruins–the “city within the city”–in Rome, and the extent to which the mapping of that presence contributed to how Rome was seen.

Is deeper excavation of the spatial perception of those roads, and indeed of the inhabitation of the twelve via that radiate from Rome’s walls in such a symmetrical manner–the via Salaria, via Nomentana, via Tyburtina, via Latina, via Appia–even an adequate record of one’s attachment to its pasts?

Roma.png

Rather than viewing Rome as a center of transit, a humanist mapping of the city might entail map the sense of presence of the antique by which the city has long been appreciated and understood.  The mapping of the presence of the past in Rome runs against the grain of data-driven visualizations, but might bring us to define the compelling presence of the antique in the city, challenging the notion of its primacy in a network of communication, to trace the place of the antique in the imagination of the city, as much as treating its sense of its place being impermanent.  

Indeed, the presence of the city on any map must begin from the presence of the antique in the city, and the manner that maps of Rome shape our experience of the city–and serve to shape our sense of the distinction of Rome as a site within our imagination, and our sense of space. If the conceit that all roads lead to Rome has long and continues to occupy a significant space in our mental imaginary, as well as the European highway system–

roads-to-rome

Roads to Rome

–traveling or journeying to Rome offers a limited orientation to the rich humanist history of the mapping of its space, or even of the space of the Roman Empire, if the mapping of Rome omits any traces of its historical inhabitation, or the palpable presence of its ruins.  These ruins, and their surviving remnants, drew many to Rome since the Renaissance, and has provided one of the most basic–if primal–forms of mapping the historical past, and of seeing evidence of the living presence of the concrete.  Attracted by the multiple presences that seem to coexist within Rome’s space, in ways an archeological map cannot do complete justice, as knows any visitor challenged to grasp and orient themselves to the abundance of its underlying pasts present in its ruins.  

2. Was the psychic proximity that Sigmund Freud described to Rome–a site whose attraction he was tempted to see as a site of attraction to death–indeed informed not by his visits to the city, but rather his own close attraction to the maps of the ancient city’s archeological ruins?  Such maps would have provided the very horizon of expectations through which he oriented himself to the modern city, even before he had visited it for the first time.  Freud repeatedly deferred a personal visit to Rome in his life,–when he was left explaining its disappointment “as all such fulfillments are when one has waited for them too long,” even though, in his previous writings on dreams and on the dream-life, he recorded five dreams of visiting Rome.  If he held the city as a seat of Christendom, however, he must have experience its historical wealth primarily in maps.

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Filed under ancient Rome, antiquity, data visualizations, digital humanities, humanities

The Consequences of Over-Crowding our Country with Factory Farms

Questions of scale, distribution, and crowding are increasingly central to mapping and data visualizations.  The increasingly troubling geographical crowding of factory farms in the country constitute a cautionary reminder of our shifting relation to the production of food–and the perils not only of concentrating most livestock in inhumanely crowded conditions, but concentrating our farmlands at a physical remove from most populations.

By a perverse twist in the logic of economic conditions, the unprecedented concentration of farmlands at a remove from populations not only changes our food; the ways we to treat food production come with steep environmental costs.  This post teases out some of the consequences of the transformation of agricultural practices, as intensified application of pesticides to produce the huge quantities of grain that enable industrial-scale ‘farming’ with their own costs.   Despite a renewed culture of small farming in select economies, the remove at which factory farms lie from populations have not only changed our relation to food but created after-effects we have only begun to unpack.

Although the mundane nature of our food supply is rarely so explicitly tied with the anthropocene–a topic especially in vogue, but usually comparison with the carbon footprint or petroleum products.  Yet the density of factory farms in America has left inroads in the landscape that seem truly difficult to erase, from the growing number of “food miles” that much meat now travels to processing plants to reach consumers in restaurants and supermarkets, to the damage that technologies of over-fertilization and pesticide-use.  The shifting landscape of farming, or of big agra, creates a dense concentration of farms in the United States–a post-modern geography that is revealed in the disquieting distrubution that Chris Kirk of Slate created in a web-based map that calls to attention the select space in which American farmers/1,000 people lie–a map that implies the growing distance of most farmers from markets of food, and indeed the concentration of areas where farmers constitute a sizable share of the population.

Farmers:100 eah state

Chris Kirk

Even more striking, perhaps, is the limited range of locations where the production of crops retains greatest value.


Crop Value

The consequences of this quite uneven distribution will be increasingly significant.  Indeed, the greatest environment impact of varied foods are most easily measured by the distances food takes to reaching consumers, the growing “food mileage” fostered by factory farms located in landlocked regions of the country are one of the most strikingly inefficient ways of delivering food–and provide one of the best indices of the impact of food on our environment.

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Robert A. Rhode (2000)

1. The data visualization of the distribution of factory farms included as the header to this post places in evidence the concentration of factory farms in America.  It tells a story of the changing nature of animal husbandry in a world where markets have become dissociated from agricultural production–and suggests an absence of attention to the origins of most meat, and the redrawing of husbandry, as well as the redrawing of cropland, far from centers of densest inhabitation, where food-miles are further expanded than in any other era of human history–with indelible consequences for the human diet.

For the intensity of the concentration of factory farms in America is emblematic a strange but powerful illustration of economic disequilibria, where expanding farms have rendered independent farming barely profitable, and driven farmers to become technology-happy in their purchase of new tools of pasturing that almost erase the need for pasture.  The business model that has replaced crop rotation, and open fields of pasture, has not erased the differences between the farming of cattle, pigs, and chickens, but dramatically decreased them to create a terribly terrifying sort of man-made experiment that may not be only waiting to occur.

Increasingly, technologies of mass-farming livestock are not only removed from pasturing, but adopted in places increasingly removed from centers of population, and depending on transportation networks of their own to arrive at consumers in their less-than-fresh state.  The turn toward a dense clustering of factory farms offers a fairly terrifying view of the marginalization of the space where pastured animals dwell–and, of course, chickens have it hardest, both given their size and manipulatable conditions.  The remove of current conditions from sustainable roaming and feeding on nutritious grasses may be ironic, given the clustering of factory farms in many areas of the Midwest, but they are particularly torturous to livestock–animals are increasingly raised with limited access to sunlight, fresh air, or open space–and indeed consumers, as such farming techniques increasingly necessitate antibiotics to prevent outbreaks of disease from high-grain diets that are far less healthy for livestock.

The influence of such a concentration of farms seems to leave an increasingly indelible footprint on our environment.  The arrival of increasing anthropogenic agricultural landscapes reflects the growing congestion of farmlands–but in a sense begins from the poor stewardship of the land in which the free market has led to a wholesale promotion of the inhumane and unhealthy crowding of a concentration of over-fertilized farms in the so-called heartland of the midwest, a deep distortion that the recent funding for the Farm Bill perpetuates in ways that make it seem difficult to turn back the page on the density of factory farms in many states–and the consequent degradation of the surrounding lands and the environments that factory farms pollute.  Mapping factory farms is not only about communicating the incredible scale of current-day farming, but the increasingly indelible traces that they leave on the land by their use of broadly cast nitrogen-rich fertilizer, neonicotinoid insecticides and other herbicides, for which farm workers–or handlers of produce–are rarely provided any protection.

And although interactive maps have yet to develop adequate synesthetic models to render the human sense of smell, the concentrations of factory farms demand models of integrating interactive with scratch-and-sniff techniques to adequately indicate the 13.8 billion cubic feet of waste factory farms collectively generate, in greater excess of what the land can absorb or incorporate–at considerable danger to polluting drinking water and air, since factory farms fail to use manure to fertilize in the manner that farms did in the past, as well as one of the greatest sources of the release of methane gas.  Neil Gaiman’s Wednesday recently ruefully remarked “San Francisco isn’t the same country as [the imagined town of] Lakeside anymore than New Orleans is in the same country as New York or Miami is in the same country as Minneapolis,” despite “certain cultural signifiers [like] money, a federal government, entertainment” that perpetuate the illusion of one country like money, television, and McDonald’s.

The area occupied by factory farms suggest something of an actual country within the country, apparently insulated from the population at large, but plays with different rules that stand in increasing danger of contaminating the world from which it appears removed.  For maps suggest significant evidence that the arrival of the anthropocene may lie in the growing disequilibria of ecosystems that have grew up around unnaturally dense concentrations of factory farms.

2. The clustering of factory farms charts an ever-expanding distance between food production and consumption, and a deep re-understanding of man’s relation to the environment.  The alarming scale at which we have come to produce food has entailed a warping of agrarian environments that produce a limited range of foods on ever-increasing scale.  Those pockets of the deepest red–the instinctual signifier of danger–marks an extreme congestion of the landscape with factory farms for livestock and intensive agriculture grown in a scale beyond bulk, whose density carries clear costs.  For with over nine million land animals killed each year in order to produce food for Americans in 2014, factory farms have reached a scale and concentration rarely dreamed of, and the scale of its farming has provoked unfamiliar environmental effects:   the amount of animal manure produced in expanding factory farms in the United States have come to produce the fastest growing source of the greenhouse gas methane in the US since 2007–and as well as producing animal waste, stream harmful quantities of ammonia, hydrogen sulfide, and particulate matter.  And their geographic concentration by 2012, largely in an areas of cheap land, and landlocked states, removes them from the possibility of any transport save trucking–

2012

Distributions like the above show the concentration of such “factory farms” across the lower forty-eight states as recently as 2012 demand scrutiny as an object-lesson of a post-industrial agrarian age, whose pockets of deep red or crimson sharply contrasting with wan yellow expanses where factory farms are absent from the landscape.

The distribution demands comparison with a more finely grained map showing the declining number of smaller farms. But its totality confronts viewers with the increasing saturation of pockets of the farms cape in such indelible reds to force us to ask not only about the desirability of producing food so intensively in select regions, but to try to investigate the steep consequences, costs and effects of the colonization of the farmscape by radically intensive factory farms, dedicated to cultivating mono-crops on a far greater economy of scale (and subsidization) than was previously imagined possible. The result is to create a farmscape more increasingly removed from consumers.  For the industry of agriculture–either in the form of crops or animal pasturage–contrasts sharply to the very notion of farm stewardship, and indeed is situated at a greater remove from the most densely inhabited land.

2012

Food & Water Watch analysis of U.S. Dept of Agriculture Census of Agriculture Data

Whether or not it is still true that, as Gertrude Stein once said in her Geographical History of America, that “in the United States, there is more space where nobody is than where anybody is,” there are surely a deeper concentration more farms built to “feed” Americans than anywhere else.  By using a range of data visualizations, this post poses questions of how we can best orient ourselves to the increasing crowding of the national farmscape with monocultures that the monopolies of farming Big Agra has introduced.  It then turns to consider the increasingly steep consequences and costs that they pose in our society of laws.

For the drastic dependence on synthetic fertilizers–which now consume a fifth of fossils fuel use, and allow new economies of scale of monocultures releasing farms from a diversity of crops, at the same time that their production was increasingly subsidized, freeing them from the market.  The consolidation and concentration of food-production are enabled by large-scale production freed from sales at the marketplace, doubling of the size of the average farm, while decreasing farms have decreased from 7 million in the 1930s to almost 2 million today, based on an increased ability of production that diminished the nutritional value of produce; animals that are fed almost entirely on a diet of corn produce meat far higher in saturated fats.  The  toxic cocktail of such distorted land-use is complicated even more by the regular release from factory farms of nitrogen and pesticides into the environment posing problems from oxygenic depletion to drastic decreases in local species’ fertility:  the factory farm, liberated from biological constraints of earlier times, has grown to meet radically new economies of scale.

Rather than grow corn, squash, peas, pumpkin, parsnips, carrots or onions, the landscape of the factory farm is focussed on corn–the over-subsidized as the dominant mono-crop grown across the perpetual harvests of over-farmed fertilized lands.

2002 Factory Farm All Map USA

legend factory famrsFactory Farms in the United States, 2002/Food & Water Watch, analysis of U.S. Dept. of Agriculture Census of Agriculture Data

By adopts a crude sort of map algebra comparing data visualizations, this post juxtaposes a range of datamaps that raise pressing questions about such steep levels of concentration of factory farms, and the severity the extreme crowding of space by factory farms that is scarily demonstrated in the above data vis.  While they are able to go unnoticed, the proximity of small blue dots that designate “meat plants” in the data vis above seem worthy of special note, both because of the considerable geographical remove of such plants that “feed” much of the nation and the clear bands on which they are situated.  Eyeballing these maps of the colonization of much of the midwest, and a density of farming that places a demand on overwatering–and okverfertilizing–select regions, in ways that put an increased premium on long-distance trucking, unfreeze farm products, and huge storage houses.  The concentration of factory farms for hogs, for example, creates an intensity and crowding that cannot be conceived as healthy–where sows pumped nurse piglets in gestation crates, as breeding machines, before being led to the slaughterhouse.

Hog_confinement_barn_interior

Wikimedia

The concentration of hog farms is abstractly rendered in a map, but their increasing intensity is elegantly communicated to viewers of the several interactive visualizations Food & Water Watch devised from GIS data of USDA agrarian censuses from 2002 to 2012:

hogs 2002

Hogs 2012

Food and Water Watch

For such livestock and poultry factory farms, largely out of public view, are quite aptly characterized as concentration camps for animals, which “aren’t farms at all”, and the dangers of such a segregation of such segregation of factory farms, which aim to ban observation by journalists or observers.  Recent attempts to ban observers from reporting on the practices and conditions in farms run by corporations like Tyson Foods, Smithfield, and Borden–“Ag-Gag” laws–make the mapping of such farms more compelling.  Despite the spate of state legislators seeking to tar the observers of the animal factory as guilty of “an act of terrorism,” their mapping far more necessary. For the mapping of the factory farm and the pesticides and fertilizers they spew provides the best way to embody crises otherwise difficult to comprehend from antibacterial resistance to colony-collapse disorder, which have resulted in a decline of 40-50% of bees at farms in recent years that may be due to the increasing use of neonicotinoid insecticides and pesticides that may reduce the homing abilities of bees, and compromise their nervous systems–

 

9474246_orig

 

 

–to deeply uneven distributions of epidemiological imbalances, examined in detail at the end of this post.  The density of the colonization of farmlands with factory farms and commercial crops provides a way to embody such complex patterns of causation–even if they hardly resolve the problems they pose.

Such severe environmental imbalances are the product of the concentration of agricultural practices that are increasingly removed form a sense of land-stewardship. The severity of the imbalance created both by the isolation of farms from the landscape and the poor practices adopted by Big Agra without adequate oversight is problematic.  The effective cordoning off of such spots as “off the map” make it important to take stock of their distribution, and the distortions created by their economies of scale–economies that both diminish foods’ nutritive value, endanger farm workers and regions, and make it difficult to quantify environment costs and consequences where they exist.

 

3.  Over-use of the “anthropocene” inevitably provokes sighs of deep resignation.  But it is rarely tied to the production of food or the bloating of farms beyond a responsible stewardship of th eland.  Even if numbering is knowledge, the quite extreme quantitative density and spread of factory farms across what remains of the arable expanse of the central states suggests a shift in our relation to the land from which there is no clear turning back:  the data visualization in the header to this post may only scratch the surface of an ill-fated agrarian revolution that entails a shifted relation to the land. This data reveals not only a deep distancing from farmed land, but a change in how things grow and live in the land, and how people work the land.  The remove of agribusiness from policies of land management is apparent not only in the changing national farmscape, as well as the broad potential for agrarian mismanagement that the recent proliferation of unmonitored factory farms represent in the United States–where they seem something like the perverse inversion of the yeoman farmer ideal.

For the dramatically increasing density of factory farms in focussed geographic locations have wreaked systemic changes in ecosystems so deeply devastating to be difficult to map in quantifiable or quantitative terms.  Indeed, one would be challenged to isolate the very indices by which such devastation might be meaningfully measured or capture the shifts in landscapes of food production of which they are among the most extreme, so removed are they from notions of captivation and husbandry of the recent past, and so widely have they changed not only the produce–GMO or not–and the livestock and animals that are maintained for slaughter.  The radically changed relation to the land.  Viewed in aggregate, the contours of an almost unbridled presence of Big Agra across specific states offer a striking landscape–and farmscape–that profits from the continued availability of groundwater and aquifers.  The consequences of intensive raising of livestock and drastic consequences of agricultural runoff whose abysmal results is readily revealed in other maps.

What notion of the custodial relation to the most intensively farmed regions If the notion of “rewilding” the landscapes of industrialized nations is a response to the growth of the anthropocene, the factory farm epitomizes an expansion of anthropogenic pollutants that have shifted the environmental landscape of developed countries, and come with significant human costs.  A growing range of GIS data visualizations that can be seen as symptomatic of an age increasingly obese with data–and difficult to process let alone comprehend, as navigating robust data streams quickly leads to a sense of drowning and disempowerment, the ability to distance oneself from the changing landscapes created by the increased intensity of factory farming provides the possibility of regaining a sense of critical perspective on the anthropogenic changes in the ecosystems of agricultural life.  The density of the aggregation of factory farms reveal an imbalance due to lack of clear restrictions on the intensity of their development, the excavation of whose consequences call for more careful comparison to other data maps. To be sure, the lack of restrictions on such intensive farming reflects, in a global context of aquifer depletion, provided by researchers at UC Irvine with NASA data, profiting from the continued supply of groundwater in the central states–

 

Global Water Storage 2003-13

legend UC Irvine

 

and the peculiarity of that abundance in a global context, which has created a particularly warped perspective on the feasibility of continuing to water such large-scale farms.

The retro maps of annual rainfall in the US produced by Flowing Data reveals, based on NWS data, how weather patterns in 2013 facilitated the sort of spatial distortions in the farmscape that the map in the header documents.

 

CHzuHwCUYAANoph.jpg-large

But the intensity of the landscape of factory farms that has been fashioned by Big Agra facilitated a huge rise in GMO crops, pesticides, herbicides and antibiotics that suggest the systemic unhealthiness in the ecosystems that result.

 

4.  The quite rapidly shifting nature of the landscape of farming that has emerged in recent years, when factory farms have gained an unheard of density in many regions that signal a radically changed relation to food, suggests a new horizon of the anthropocene that demands excavation as an infographic that depicts our shifting relation to how Americans inhabit terrestrial expanse–and the risks we run in doing so.

 

Big Agra Maplegend factory famrs

 

The landscape of farmlands Big Agra has colonized and settled reflects a shift in the notion of land-use tied to globalization.  Even as glob tied that have freed humans from their dependence on local or regional ecosystems, the extent of alienation form an agricultural landscapes that have occurred in the past twenty years, and even over the last ten.

For the map reveals a profound super-personal alienation and remove from the farmed landscape, and remove from an ever-increasing density of farmland truly “extreme” in its narrowing of concentration on the potentialities of abundance and perverse privileging of an artificially induced economic abundance of select regions of cattle raising, dairy farming, hog farming, and chicken breeding that cannot be healthy or sustainable as forms of stewardship.  In a time when McDonald’s promises us artisan grilled chicken of a “stringy interior” distinguished by a “somewhat chewy texture” and “fake butter flavor,” the broader relation of most consumers to the meat that they eat seems distinctly challenged.

Even if the clustering darkest crimson that denote an extreme density of factory farming happens to aptly indicate the masking of an emotional attachment to place–more central a premise of factory farms than economic demand–the deep unsustainable nature of the density of factory farming is only scratched in the data visualization that is the header to this post.  For the deepest reds blanketing central states (and the Central and Imperial Valleys of the western states, as well as clear concentrations of crimson in pockets of North Carolina, Florida, western New York and the northwest) suggest scars that may prevent us from recognizing the places in a map that we might otherwise have recognized or know.  The illusion of economic security is in danger of erasing emotional attachments to place, in ways that have only begun to be appreciated or understood.

Such strikingly dense concentrations of factory farms in such regional pockets–indeed, their confounding resilience–is all to evident in the data visualizations that Food and Water Watch has carefully compiled from agricultural censuses over the past decade.  The recent multi-media assemblage Factory Farm Nation–an evident reference to “Fast Food Nation,” whose commercial injunction to overeat, “supersize it,” placed the blame squarely on the business of purveyors of easy meals that were sold at illusionistically cheap prices, without asking about their future health costs.  Yet what of the rewriting of agriculture that has concentrated dense sites of overfarming into our national landscape, as if to meet the nation’s ever-expanding and insatiable taste for meat?  Far from a pastoral landscape, the zones of intensive farming of subsidized monocrops as corn, soy or sorghum so often encouraged by subsidies and so readily converted to a plentiful source of animal feed.

The collective distribution of factory farms spread across the country are not so surprisingly concentrated in its Central Zone.  But the business model has taken seed in regions from California to Washington and Idaho, and to Montana, Arizona, New Mexico, and North Carolina–as of 2012, the concentration of both the largest farms and the centers of meat processing were increasingly concentrated not only from decades past, but even over the past ten years, as large regions of deep red–marking extreme concentrations of factory farms–come to overwhelm large regions and specific economies, and be absent from other regions removed from agribusiness.

The spread of factory farming, facilitated both by state subsidies and GMO crops, is partly premised on the economic transformation of agriculture.  Less visible are its deeply deleterious environmental consequences and ecological effects–as well as create an increasingly unhealthy food chains–and systems of production that seem forcefully remove the consumer from the farm and manufacturing of food that arrives in most supermarkets across much of America.

 

Big Agra Map

Big Agra Map


legend factory famrs

5.  What makes the concentration of large farms so troubling is both the remove of food from markets and the conditions farming create–from both slaughterhouses and meat-packing plants, shown here by asterisks, and the sacrificing of freshness (and nutritive value) in the over-production of such megacrops.  The concentration of farms pose challenges to the survival of small-scale farming outside very select economic niches, from parts of California, like Silicon Valley, to parts of New England and Vermont–and the steep challenges small farms face from Big Agra even in these areas.  But they depend on the increasing dependency of farmers on the technologies of farming on which Big Agra depends, both from standardized resistant seeds and pesticides to machinery.

The formidable concentration of cattle farming–a quintessential staple of factory farming–reflects the total distribution in 2012 of factory farms in the country, and even more intensely concentrated in the economies of the midwest,

Factory Farms: Cattle

legend factory famrs

With dairy farmers almost living in a somewhat greater variety of other states as of 2012:

Factory Farm Dairy 2012

legend factory famrs

and hog-farming occupying a similarly concentrated, if further contracted, set of select sites largely in the central states:

hog farming

legend factory famrs

The incredible intensity of carmine clusterings revealed in the data visualization above had profoundly changed from 2002, when the agrarian landscape was marked by a robust density of relatively high factory farms, but with fewer extreme concentrations, and an apparent greater range of meat-packing plants–

Big Agra Map

legend factory famrs

and even from the levels of large factory farms across the nation in 2007–

2007 Factory Farm Map Concentration

legend factory famrs

The state of Iowa appears as a uniform red that render its borders indistinct:

Iowa

Or the uniform red spread across similar farming states that border the Mississippi, which has helped create one of the largest hypoxic site in the world within the Gulf of Mexico, which absorbs the agricultural runoff emptying from the Mississippi River:

midwest factory famrs

The shift in the notion of a farm is suggested by the concentration in bordering regions of the apparatus of farming–including the threat of resistant strains of bacteria, large feed lots, and almost insoluble problems of the disposal of animal waste.

hqdefault

The parallel radical contraction of regions of chicken-meat “farming”–the raising of “broilers”–suggests an unwarranted density of what was once the most familiar of barnyard animals, and now seem to serve much of the country from select areas of megafarms in the southern states, as well as parts of Pennsylvania, California, Wisconsin and Washington, and a range of factory farms along the Mississippi in 2012, that suggest a landscape little changed from 1997, if even more localized:

chicken breeding

What happened to effect such a change save weak agricultural rules and opportunistic farm policies?  One can see a notable consolidation of those “farms” that raise “broilers”–chickens destined for cooking–during the decade and a half between 1997 and 2012, with a rising density of factory farms and the industrialization of poultry farming.

broilers 1997

broilers 2012

FF-BroilerChickens

6.  The rapid rise of large-scale supplies of feed generate steep risks.  Their expansion was doubtless encouraged by the subsidization of ever-larger farms that allowed geographic concentration of intense factory farming in the central states, the densest clustering of centers of meat-packing.  Fertilizing practices are a part of the picture of creating large feed lots that are in need of better mapping, and provide the possibility of the supersizing of farms across America together with the expansion of the application of herbicides–as much as pesticides.  Such new increasingly agricultural practices characterize most factory farms in America.

A combination of practices such as no-till agriculture, large feed lots, mono crops, and over-fertilized lands are the enabling factors, as much as the consequences, of the spread of the complexes of factory farms across so much of the agricultural landscape of the United States according to the U.S. Department of Agriculture’s recent Agricultural Census.

How these practices encourage the unhealthy degrees of concentration of factory farms raising animals for slaughter suggest not only hugely increased animal suffering.  The increase of some 20% of livestock that are raised in large factory farms created, for example, a huge amount of manure–some thirteen times that produced by the human population of the United States–that pose a risk to local ecologies.  It also courts the steep risk of effectively creating reservoirs of antibiotic resistant bacteria, not only in specific regions, but in the meat that arrives on one’s table or in restaurants, and provokes the evolution of bacteria resistant to the antibiotics that are regularly fed at low dosages to all livestock–effectively increasing the threat food-born pathogens that industry has minimized.  Indeed, the mapping of AR bacteria across the United States (antibiotic-resistant bacteria) have begun to be mapped themselves, although the data and certainty of the distributions mapped interactively by Extending the Cure based on particularly resistant infections has created a distribution that demands to be further refined in future years–but have already shown a huge rise over time.

mrsa_us_map_blog_final

p4-us-maps

Indeed, the extreme density of such factory farms in areas such as Iowa and Nebraska, whose almost undifferentiated terrain of deep red is studded with staggered meat-packing plants that serve a far greater area, preoccupy–as the steady rise of resistant antibiotic strains of bacteria across our national space, and the rise of antimicrobial resistance, and the huge expenditures of health care that both rises threaten to bequeath.  If increasingly sweeping the more developed world, related to both different standards of eating and to the marketing of anti-herbicides, as well as to problems in the recycling of wastewater, the resistance of antimicrobial bacterial strains pose a range of immense health risks–and a current health care cost in the United States that is estimated at 21-34 billion dollars a year, and some 100,000 deaths.

Although the diffusion of AR bacteria are to a large extent dependent on meat consumption, as much as actual locations of factory farms, the distribution of deep crimson in the central states and north and southwest offer an image of disturbing trends that demands to be excavated for its consequences, as well as contemplated for its intensity.  (They parallel the rise of glyphosate-resistant weeds.)

This seems to mirror both the extreme concentration of factory farms evident in the central states, as seen above in the case of Iowa,

Iowa

midwest factory famrs

or pockets of the American South,

Southern States

legend factory famrs

These images trace the increasing remove discrete stretches of farmlands from the bulk of the population, if not an actual alienation of farmlands as the raising and butchering of meat migrates into controlled settings where antibiotic-resistant (AR) bacteria flourish.  Resistant strains of staph are a problem worldwide, as the below prevalence map reveals, and Methicillin-resistant bacteria have become common across many of the regions consuming factory-farm raised poultry.

FF-BroilerChickens

533px-EARSS_MRSA_2008-en.svg

Registered incidence of MRSA in human blood (2008), Wikimedia

But it is one in which the United States remains in the lead–and far ahead of Mexico and especially far ahead of Canada, our neighbors to the north, where one finds anti resistant strains to be a fifth of the prevalence of the US:

38mrsa06

–and which seems concentrate din the eastern southern states, where it seems predominantly communicated in meat:

mrsa_us_map_blog_final

Such intensive areas of factory farming are more directly tied in the United States due to the unique geography of intensive farming promoted by Big Agra, the Sisyphean twin of the factory farm.

FF-DairyCowsFeedlot

7.  Agribusiness is the not-too-silent twin of the factory farm, generating the copious abundance of cheap feed that is the bread and butter of factory farm feed lots–the shortsighted widespread use of herbicides Big Agra increasingly adopts, with minimal federal oversight, has facilitated the suppressing of factory farms of similar short-sighted agricultural practices and the poor stewardship of the land they reveal.  Even as the existing studies by the WHO’s anti-cancer arm found “sufficient evidence” that the herbicide glyphosate causes cancer in non-human animals, and “limited evidence” of its causation of chromosomal damage and kidney disease in humans, the Monsanto produced pesticide was reclassified by the EPA with the result of allowing its increased use within the food chain, much as it had earlier shifted the herbicide’s classification as “possibly carcinogenic to humans” to having “evidence of non-carcinogenicity”–a shift of 180 degrees–after Monsanto petitioned to increase the allowable amount of the herbicide that in 2001 was already the most-used agricultural herbicide–and constituted 74% of the herbicides farmers used in California in 2012–having increased some 65% in commercial agriculture during the previous decade.

While the widespread uses of such herbicides are not mapped and readily measured with the relative precision and exactitude of factory farms, whose census offers a projection of the estimated extent of the pounds of pesticide used in the US in different states, and indeed an estimated projection of the diffusion of their residue, that demand reflection.  The striking spread of Atrazine, among the deadliest herbicide that is most concentrated in the groundwater of the US, across agricultural states may reflect its use on corn.  But the subsidization of corn and sorghum have so facilitated a dense concentration of sites of cattle feed–some 80 million pounds were used in American crops in 2014, with a rather striking geographical concentration–that the demands to produce corn in abundance for ready markets has led to a concentration of corn-growing and a concentration of Atrazine application that seems to have changed the groundwater supplies of areas of the United States’ most abundant aquifers:

map-atrazine-us-usgs

map-atrazine-use-keyUSGS

The extremely high concentration of the particularly pernicious pesticide that has been so aggressively marketed by Syngenta is not only dumped in the ground in massive amounts in the ground.  But its traces persist in rivers and streams in 2007 in ways that reflect the expanding scope of its use in agricultural lands including more than half of all corn acreage–two-thirds of sorghum acreage; and up to 90 percent of sugar cane acreage in some states, creating run-off that by agricultural overflow that quite perceptibly pollutes the ambient waters–where it has, Professor Tyrone Hayes has shown, apparently creating sexual abnormalities in amphibian life–conclusively enough for Syngenta to pay $105 million to reimburse cities for the cost of implementing water filtration systems to remove Atrazine from drinking water in 2012 to conclude a class action lawsuit, and a multimillion dollar campaign aimed at discrediting scientists suggesting its the dangers of biological mutation its residues have been compellingly argued to cause.  Only long after the EPA had banned the use of the pesticide chlorpyrifos in homes due its close correlation to ADHD, reduced IQ, and poor cognitive development, the same pesticide was widely used in the Central Valley of California on crops of almonds, walnuts, oranges and alfalfa, ignoring the clear dangers that it poses to farm-workers and in run-off, even though the Pesticide Action Network urged an immediate and complete ban to protect agricultural workers and rural communities. The recent plan to restrict the pesticide’s use in farms came against arguments of its manufacturer, Dow Agrosciences, that its presence in runoff has a “negligible” effect, and noting that it is approved for use in some eight-eight other countries.

The spread of Atrazine in streams and waters that has been mapped on the basis of its agricultural use–if hypothetical and based on modeling–indicates the range of its potential spread into the regional groundwater of much of America.

map-atrazine-streams-500

atrazine_map2

 

The EPA has unsurprisingly found markedly high concentration in the surface water of those states where Atrazine is applied in greatest abundance, but a notably increased presence of Atrazine in groundwater as well:

 

Atrazine in Crops:Water EPA for Surface and Ground

EPA

Are the evident traces of herbicides such as Atrazine that seem evident in the environment similarly passed on through meats from nearby factory farms–and are they indicative of the sorts of attitudes to the environment that factory farming creates?  Indeed, a clear varying of the presence of the pesticide in drinking water is registered in those summer months of greatest runoff of water into the environment in a farming state such as Iowa–

Atrazine Levels Reflect Planting Season in Iowa

–and NRDC has found remarkable correlations in the pesticide’s concentration in watersheds and Public Water Systems that provide drinking water that reflect its greater presence in surface water, and cannot but raise eyebrows as to the changing quality of water and heath of inhabitants of such regions:  even though the high spikes of Atrazine in ground water during the months of June and July, when plants are presumably given the highest doses to keep pests off, the lower national averages measured by the EPA allows such unhealthy levels to exist during a few month every year, although at substantial risk to nearby communities.

The picture of water systems and watersheds with hold high concentrations of the pesticide in both “raw” and “finished” water was measured in 2015, showing greater local concentrations in Kansas, Indiana, Missouri, Ohio, and Illinois, as well Iowa, which suggests the spread of the pesticide’s contamination of regional drinking water supplies.

Atrazine in Stream Water

NRDC (map data from 2015)

IA [Converted] EDIT.eps

There is the sense that a different set of standards has occurred in exposure to health risks in select parts of the nation that reflect the intense application of pesticides like Atrazine in those regions that tolerate factory farms.

The strikingly intense and expansive use of the most popular herbicide Paraquat in crops from corn to sorghum to tubers and as well to sugar–leaves a considerable residue on crops, even if it is designed mostly to eliminate weeds and other plants.  After being both notoriously and extensively sprayed from the air by helicopters in the late 1970s on marijuana and opium fields in Mexico’s Sierra Madre, in a historical roll-out of the pesticide, it has gained wide sales–but also tied to liver, lung, and kidney failure, it has made a huge comeback with the rise of no-till farming at many large farms, broadly distributed across the nation.  Also marketed and produced by Syngenta, the corporation has spent considerable funds to dissociate from studies that suggested the close ties of its residues to neurotoxicity and Parkinson’s disease.

fig-072

And the remarkable promotion and rise of the agricultural use of Glyphosate–the most popular herbicide across the country–and its residual effects tells a similar story. From 2009 to 2012, is estimated agricultural use was particularly prominent across California’s Central Valley, but expanded across the big farming states of the midwest and eastern seaboard in ways that echoes the distribution of large factory farms.

GlyphosateUsage2009

Untitled 5Glyphosate high 2012

8.  A strikingly similar estimated distribution of the potentially devastating neonicotinoid Imidacloprid–believed a major factor in apiary colony collapse disorder–is scarily similar, if not even more widespread geographically–and has only grown.

2008mapimidaclopridCCD/Neonicotinoid

CB-FIgure-1

The most common herbicide in America, whose application pretty much mirrors the disposition of agricultural lands in the country, was long ago approved by the EPA, the potential carcinogen glyphosate has been used without the degree of harsh criticism that use of Atrazine faced after repeated studies indicated its potentially debilitating deformities on wildlife. Yet increasing ties of the herbicide to autism have been terrifying–and led Stephanie Seneff to the recent prediction that half of American kids will be autistic by 2025, and the Environmental Working Group to create a quite sophisticated ESRI interactive map designed to help parents learn whether children’s schools lie within zones where glyphosate is sprayed, and reveal the particular concentration of pesticides in close proximity to schools across the central US and Mississippi.

elementary schoolsEstimated Glyphosate Application/Environmental Working Group/www.ewg.org

EWR legend

The probability that the non-selective herbicide, marketed since 1992 under the trade names designed to appeal to a sense of security–like Roundup, Rodeo, and Pondmaster, actually allows residues to accumulate with carcinogenic effects in produce like soybeans and wheat has been suppressed, despite the mapping of its potential effects.  This may especially have grown Monsanto has introduced GMO glyphosene-resistant crops–greatly expanding the market of an herbicide still widely marketed at Walgreens and other stores, and used in residential areas as well as in agricultural sites.

Glyphosate

8.  The rapid rise of GMO crops has encouraged the ascendancy of Roundup, now patented by Monsanto, which has replaced Atrazine.  As the effectiveness of atrazine declined, and since many crops no longer tolerate glyphosate, the chemical prohibits the rotation of crops once a common agrarian practice, and suggests a new landscape of over intensive farming, which in corporates herbicide residues–as well, predictably, as glyphosate-resistant weeds in some thirty-five states.

resistant weeds

As much as we demonize nefarious chemical corporations who are the purveyors of poisonous sprays, from Syngenta to Monsanto, perhaps the true culprits lie in the lack of agricultural regulation, and poor economic planning that allowed the rise of factory farms, where the rise of cheap feed created by large-scale agriculture has generated the not-so-astoundingly parallel rise of feedlots in factory farms, in ways that have changed the landscape by which much food is eaten across the country, encouraging a free market of consolidation of farms, without calculation of its costs.

Increased population in suburban areas, often quite close to farmlands, has increased the risk of exposure to known carcinogens and rates of childhood cancer.  The results of such factory farms and economics of subsidized agriculture has led to an increasing number of schools that lie beside areas where GMO crops are planted, and roundup used, in ways that create considerable risks we haven’t bothered to adequately envision, even if they might be easily foreseen.

Total Schools in States within 1,000 feet of roundupd:GMO corn or soybeans

Well-funded teams of publicists and scientists help the PR machines that are run by firms such as Syngenta have effectively blanketed the media not only to undermine –and even created its own PR groups, spin teams, scientists, and “grassroots” groups–in a malapropistic move apparently oblivious of its own odd choice of terminology for a producer of herbicides–that is dedicated to misinform American consumers.  Such a legacy of promoting agribusiness and factory farms seems a lasting legacy from two Bush administrations that will continue to afflict the country’s landscape in future years, as engines of disinformation distance the meaning of actual debate from the general public.

Based on data that the National Resources Defense Council acquired by a Freedom of Information Act during litigation with the Bush Administration, from the EPA’s “Ecological Watershed Monitoring Program” and “Atrazine Monitoring Program” that they released in August 2009 and from a report on Atrazine contamination in surface and drinking water across the Central United States, the hidden topography of atrazine pollution across the United States reflects the dangers that even low-level pollution in groundwater has created in ways that give a new meaning, if with some symbolic appropriateness, to the much-bandied about notion of what constitute our nation’s “reddest” states.

atrazine_distribution_map_400_0_0

Indeed, the data on the growth of herbicides and pesticides so central to the spread of agribusiness in America, and the consequent reproduction of oversized factory farms, demands mapping and remapping in terms of the prevalence of cancer and other potentially environmentally-induced genetic mutations, and increased incidence of cancer among the young–especially in regions that border beside farmlands were use of Glyphosate and other herbicides or pesticides has rapidly increased.  One study that mapped potential exposure to carcinogens commented on the rising populations near to farmlands in the agricultural powerhouse of California’s Central Valley, the epicenter of a state known for using a large share of all agricultural pesticides and herbicides in the US–to reveal their increasing proximity to residential settlements.

Propargite

9.  What are some of the ways of taking stock of the considerable damage of such widespread use of carcinogenic or possibly carcinogenic pesticides, both to farm workers, neighbors, and also in the food chain?

While few contractors provide protective clothing or respirators to migrant or local workers, and many use clothing or cotton bandanas that, when washed with family clothing, risk spreading contaminants within a family, the recent creation of adequate protective costumes farm workers can easily don, such as the Seguro Protective Suit, are actually designed to be worn everyday by farm workers who work with fruit and vegetables in California’s Central Valley, lest workers be forced to dispose of or wash clothes separately:  the suit features materials able to repel and absorb airborne pesticides that might otherwise settle on skin or clothes, and prevent them from lodging in the lungs of farm workers who would otherwise be exposed to them.  If many workers bring home high concentrations of pesticides into their home and exposing them to steep risks both of birth defects and genetic mutations–despite protective goggles, chemical gloves, or masks.

uites

The residual presence of pesticides lodged in handkerchiefs and bandanas lack adequate chemical filters and carry carcinogens into the home and belongings; and despite current proposals of the Berkeley Expert Systems Technology Lab, producing or providing workers with adequate protective suiting actually rarely occurs.

10.  The topography of pesticide use is not exactly news.  But the widespread nature of the concentration of factory farms, which approaches terrifying intensity in specific census blocks, seem destined to have an increasing effect on human life.  Despite the lack of acceptance of confirmations of the risk of pesticides like Roundup, due to their corporate production, the diffusion of pesticide use exposes both farm workers and populations to increased medical risk, as well as nearby residents and transportation workers.

The lack of adequate measurement of rising level of risk is shocking.  But its ill effects can be measured and visualized in a recent bevy of maps of causes of hospitalization throughout the state, using data generated by the California Health Care Foundation, to map local variations of operations and disease based on state-wide hospitalizations.  Viewing these maps, striking in themselves, is a chance to perform the simple relational algebra to compares the intensity of distributions of farming with the prevalence of illness that might be termed a mental form of map algebra for California alone, without getting into GIS tools, to observe the otherwise unexplained regional and zonal concentration of illness:  even without subtracting those areas of least farming, a picture emerges, even without the prevalence of farming areas in or around the central valley.

One might profitably run through a list of reasons for the radical local variations in the distribution of hospitalization for hysterectomies,

hysterectomies in California

cases of bilateral mastectomies,

bilateral mastectomy

or gall-bladder removals

Gall Bladder Removal CA

in ways that raise clear and pressing questions about the effects of ambient areas.

The different distribution of operations such as coronary angiographies throughout the state rather reflect the relative availability of diagnostic services in specific areas.

coronary angiography

The practice of such “map algebra” involve, properly speaking, creating relations, as by subtraction, of spatial incidence over a set of cells, in order to reveal relations among two temporally sequential or related (or potentially related) raster datasets to reveal interesting homologies, as these maps of NASA’s Land Surface Temperature in North America of 2014 and 2015:

Map-Algebra-Logo-1

A similar subtraction of individual cells is less able to reveal so clear a contrast of regional variations, perhaps, in the intensity of pesticides and cancer, or the presence of pesticides with the possible likelihood of cognitive impairment and dementia–by Alzheimer’s disease or Parkinson’s disease, or even of depression, and heightened neurotoxicity especially in the case of Paraquat–would provide a compelling correlation over space and a map that would be difficult to ignore.  One might begin from a negative map of the correlation of diseases to those areas where pesticides are less prevalently used, or a simple ratio between incidence of illnesses in cells correlated to with the prevalence of pesticide use.  In either case, a focus on the increased chance of illnesses in those areas where pesticide use is most intense–and potential carcinogens most intensively applied–demands correlation to hospitalizations as well as to length of chemotherapy treatments.

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Filed under Big Agra, data visualizations

Refugee Traffic Scars the Globe’s Surface

Almost any graphic is inadequate to represent the plight of displaced refugees.  The aggregate numbers astound: the sixty countries from which 30,000 people were forced to leave their countries each day over the previous year.  While these numbers reflect only those designated candidates for asylum and refugee status–and do not reflect the extent to which those fleeing from persecution and have expanded so dramatically–the image charts the number of asylum-seekers that grew to over 1.2 million in 2014.  Yet the quantities of those considered for refugee status can hardly be adequately processed, let alone mapped in aggregate–or the recognition of refugee status processed on Europe’s borderlands.  The map of refugee flight in red arcs across a map lacking political frontiers and boundaries seeks to foreground just how frantic the desperate search for pathways to new homes have become, and how wide-ranging these itineraries.  If they seek to provide a sort of negative to the privileged paths of an age of increased air travel and suggest the desperation of forced spatial migration, they silence the actual stories of refugees.

What sort of stories does this simplified map simply omit?  The stories of those journeys are interrupted by death, while they are far smaller, of course remain absent:  the perilous trajectories of individuals fleeing Syria, Iraq, Africa, Indonesia, Afghanistan and Pakistan however risk not only their lives, but increasingly their legal status as they undertake huge geographic migrations in search of new homes elsewhere, traveling by boat, on foot, or along paths promised by human traffickers.  The sleek image, despite its attempted accuracy, shows the intensity of itineraries as embossed on the map as if to disfigure the notion of global unity that runs against the very narrative of global unity implicit in a iconic equidistant azimuthal projection centered on the North Pole which emphasized global harmony as World War II was tried to be forgotten, which as the official flag adopted by the United Nations adopted in October, 1947 promoted an image of global unity:

 

Flag_of_the_United_Nations.svg

Harrison Polar Map/Official UN Flag

But the problem of effectively mediating the growing plight of stateless and displaced from “hot-spots” across the world poses not only a problem of the geographic imagination, but of the ethics of mapping.  For the aggregate mapping of those deserving or awarded refugee status not only presses the limits of the data visualization, bound to simplify itineraries of refugees far more fragmented and indirect than can be mapped, but that no data visualization can group the individual stories that the sheer numbers of those displaced by conflict and violence are barely possible to comprehend.  Refugee traffic suggests a level of instability difficult to condense in any map:  and is “traffic” not a fatally flawed metaphor, suggesting a possibility of monitoring or policing, bureaucratically inflected, blind to varied reasons for the rapid growth of refugees?

The hot-spots from which those crossing borders were readily recognized as refugees were increasingly focussed on wealthier countries since before World War II, but the growth in those granted humanitarian status as refugees had already been defined around clear epicenters back in 2007, when millions of the population in Pakistan, Syria, Palestine, and Iran were accorded status, after having crossed borders, as refugees, and large numbers of asylum seekers in the United States, Canada, and Europe had started to grow–the map, which seems an earlier version of the decentered azimuthal projection later chosen by the graphics editor and cartographer at the New York Times, similarly serves to suggest the global nature of a problem largely centered in the Middle East.

7_refugees_and_asylum_seekers

WRSC

The choice of trying to map the data of those declared refugee to show the arcs of their arrival from global hot spots on a decentered azimuthal terrestrial projection aptly maps the crowding of the globally displaced in 2014.  But the choice of transferring the collective itineraries to a global projection–in a sort of perverse mapping of flight paths suggests the most deeply troubling side of global inter-connectedness, and perhaps its deepest source of stress–by scarring the world’s surface in a frenetic criss-cross of arcs.   UNHCR data of the global monitoring of refugees’ origins and points of arrival in new homes served to reveal an aggregate picture of resettlement in “Global Trends in Migration of Refugees” based on the accordance of refugee status, but in doing so erases the complex negotiation of the fate of asylum seekers, as well as the painfulness of the itineraries the globally displaced increasingly suffer.  Is it ethical to hope to draw equivalences of the growing problem those claiming asylum as refugees by showing their arrival along idealized clean arcs?

Are we in danger, moreover, of representing refugees by the designation that western countries who grant them asylum accord them, for lack of complete or adequate data of the dynamics of displacement and mass-migration?

1. The graphic seems apt by rendering a scarred world.  But it also seems an all too cool comment on the violent status quo, in which the number of displaced people raising risks by falling back on a modernist aesthetic that fails to capture the violence of displacement and indeed the placelessness of the refugees:  the distinctive azimuthal projection, whose particular properties orients the world around the common locus of refugees’ eventual destinations, so as to suggest the range of their flights, rendering the range of collective arcs of geographic displacement at a uniform scale.  Although the projection, which echoes the cartographical rendering of a global space in the flag of the United Nations, illustrates the actual global consequences of the heartbreaking tragedy of over fifty million refugees and internally displaced (IDP’s) across the world, their fortunes remain impossible to map, and difficult to visualize.  Indeed, despite the difficulties of mapping those displaced, and problems of protracted displacement that have eroded societies, images often remain far more powerful than maps.

 

displaced persons

 

By mapping the aggregate destinations of the displaced by flared arcs, of uniform size, the visualization maps the eventual destinations of refugees, as determined according to the UN’s Refugee Agency, and foregrounds the question of their destination rather than the reasons for their displacement.  The costs of such an omission are considerable.  The question of how to represent displacement, and how to mediate the experience of the refugee, raises questions of how to visualize population within a map.  The record numbers of those forced to flee their homes over the past year raise questions of whether resettlement can ever be enough–and if the tragedy incurred by displacement, without a clear destination and often just beyond the borders of the country one fled, trapped in war zones, or stranded in temporary settlements, aggregate trends of displacement seem oddly removed from refugees’ experience.

For while the smooth arcs of geographic relocation data are compelling, they transform the often desperate flight of refugees by an aesthetics of minimalism that rather reduces the scope of the spatial displacement that the terrifying numbers of persecuted refugees experience, and foregrounds the sites at which the displaced arrive–perhaps to remind us of the distance of the United States’ retention of an annual ceiling of resettling 70,000 refugees–and not the unrepresentable scope of the violence of spatial dislocation and tragedy of searing social disruptions.  The deepest difficulty to represent is the precipitous slide toward poverty, hunger, and poor health care of most refugees, whose arcs of travel are both far from smooth, but so rocky and economically destabilizing that the challenges of orienting oneself to its crisis are indeed immense.  And they only begin to chart the number of internally displaced and causes and scale of displacement–and the lack of political will that protracted displacement and flight have created on the ground, in their abstraction of refugee flows.  For while the distribution of internal displacement challenges one to create a compelling graphic, the dynamics of displacement by the Norwegian Internal Displacement Monitoring Center across some sixty countries seem so difficult to embody–or process–that to demand clearer visualization to comprehend the scope of internal displacement of those who are rarely granted asylum–or are accorded the so desired status of refugees.

IDP

IDMC

In its gesturing to the equidistant azimuthal projection of the United Nations, the visualization of refugee traffic evokes the clear ideals of the UN as an institution in its refusal to privilege a specific geographical centering.

600px-Emblem_of_the_United_Nations.svg

The focus in the visualization on UNHCR data of resettlement emphasizes a narrative of resettlement, even some sixty years after UNHCR first directed global attention to the “World Refugee Year” in 1959, with hopes “to encourage additional opportunities for permanent refugee solutions through voluntary repatriation, resettlement or integration, on a purely humanitarian basis.”  For in showing clean arcs that deliver the displaced, analogously to a frenetic set of flight paths, collapsing the time of one year, the tragedy of the unsettled are oddly ignored.  For although the flared arcs on the projection effectively pose questions to the reader about the impact of refugees’ arrival in Europe and wealthier countries, it shifts the question provocatively from the human rights abuses and disasters which provoke such flight–and ignores the terrifyingly young age of so many refugees, over half of whom are less than eighteen.

In seeking to grasp the scope of statelessness and displacement, and the psychic as well as economic questions of displacement, can’t we do better?

 

2.  Representing the global crisis of the displaced is by no means simple, and data visualizations are often inadequate to represent the travails of the refugee.  But although the movement of the displaced mirrors what UNHCR determined were the destinations of the displaced in 2014, the minimalist projection of terrestrial expanse oddly and dissonantly removes them from the humanitarian crises that created their displacement:  the countries noted in the terrestrial projection recedes into the background behind bright flared arcs that trace in aggregate the migratory paths refugees actually took in ways almost abstracted from experience–and in ways that may effectively unintentionally serve to diminish their plight by expressing it in an aggregate.  While an alternating focus on Southern Sudan, Syria, Iraq, Ukraine and Burma where many have been forced to flee their homes can afflict the most clear-headed with a temporary case of Attention Deficit Disorder as they puzzle at the multiple crises that convulse refugees to flee, leaving millions of Iraqis (2+), Syrians (3.2+), and Rohyingya to remain stateless, their flight is rarely linear, and the omission of the uncertainty of any refugee’s path or flight is troubling.

If the global visualization illustrates the increased intensity of the problem of displaced refugees over the previous year, even as it tracks the scars that divide it.  By using a set of specific points to another on a globe centered on where the greatest refugee traffic occurred, the data vis represents actual distances to countries of asylum, displaying pathways of asylum refugees took on a map of accurate distances, and traffic of truly global scope.  Although the densely crowded red arcs obscure much of France, Germany, and other sites of destination for the displaced as if to exaggerate an influx of to Europe, they illustrate a growing recognition that the scale of human displacement is a global crisis–as much as a crisis of resettling refugees.

The array of intersecting red arcs in the map underscores the proximity of an inter-related world, and provocatively foregrounds the increasingly global scope of a multiplying crisis of displaced persons that have come to scar much of the world’s surface.  The problem of how to synthesize the diverse local experiences displacing increasing refugees across the globe both internally and to other countries is resolved by using UNHCR data to map the growing traffic of the displaced that the we will increasingly be challenged to come to terms. Yet what of the image of interconnectedness that they reveal?  While foregrounded in an equidistant projection that renders evident the symbolic unity of around a nexus of departure of refugees from Africa, Syria, and Ukraine who arrive in Europe, the crimson arcs literally cut across the image of coherent harmony emphasized in the azimuthal projection, by locating sites at uniform distances to emphasize its unified image of the inhabited world–the same reasons it was adopted in different form in the flag of the United Nations–which also downplays the very national differences and frontiers more often inscribed in terrestrial maps, using an equidistant azimuthal projection of the world centered on its pole to project an ideal of global harmony.

The data visualization “Global Trends of Migration” foregrounds a marred world, however.  In it, the sites of refugees’ arrival is often even rendered illegible, disorientingly, by blotches of solid red created by converging flared red arcs.  Was there a somewhat alarmist decision to flare the ends of these arcs at the sites of the “arrival” of refugees, as has been suggested elsewhere by Martin Grand Jean?  For Grand Jean observes that in doing so, the concentration of apparent endings attract greater visual attention than the sites from which persons are displaced, or the intensity of the displacement:  we hide our eyes from the atrocities, in short, and the true nature of the crisis and humanitarian disaster, perhaps in ways informed by UNHCR data on the need to better process refugee flow.   One might go farther in this critique:  for in flaring such endpoints, the image not only oddly downplays the sites of emergency from which they seek asylum, and the unmitigated tragedy of those who remain displaced, but conveys a sense that the flights are smooth.

To be sure, the very term “traffic” that recurs to describe the “Trends in Global Migration of Refugees” seems a bit of an oblique misnomer.  It almost obfuscates the experience of those who were only recently forced to flee their homes, as much as render them for the viewer.  For the elegant aggregation of such a uniquely tragic dataset may not fully come to terms with the growing global tragedy of the apparently unmitigated spread of refugees from an expanding range of sites–and the steep human rights challenges the exponential expansion of global or internal exiles creates.  Although the attempt to synthesize UNHCR data and map those flows offer one of the clearest tools by which to process, comprehend and synthesize the rapid expansion of individuals who were forcibly displaced over the past year, and come to term with that expansion.  But it hardly comes to terms with the desperation of their travails or the difficulty of their departures.  Indeed, by covering much of Europe in busy red blotches it disarmingly foregrounds and describes the arrival of refugees who have successfully left their countries–more than the mechanics of their displacement.  And there is a sense, almost paranoiac, and to be resisted, that the arrival of these streams of refugees who enter the Eurozone almost threaten to cancel its identity.

 

Cancelled Europe?

 

What is lost in the image’s busily crowded surface is perhaps made up for by the frenetic intensity it uses to ask us to confront such trajectories of tragedy and desperation.  But as an illustration, the elegance of the visualization seems to mislead viewers through its concentration on a geometry of arrival–and the smoothness with which it invests the desperation of forced departures. Despite its impressive effects, there seem multiple reservations about the possibility of creating an adequate data visualization.  In translating the tragic dataset of forced migrations as a point-to-point correspondence, its simplification approximates the wide geographic itineraries of that the globally displaced have been forced to seek–and understates the tortuously complex paths they actually followed.

Indeed, tensions are implicit in the stark modernist aesthetics of rendering the paths of refugees and the global imperative to address the pressing refugee problems that raise questions of the ethics of mapping the displaced.  The cool modernist aesthetics of “Trends in Global Migration” obscure the messiness of refugees’ own lives.  In recent years, the Refugee Highway and others have sought to address in foregrounding the global “hotspots” of mass-migration–by combining qualitative and quantitative data.  They have tried to reveal what open routes exist for those seeking asylum and capturing the resourcefulness of the refugee–noting possible destinations of asylum, and sites of resettlement, or differentiating between routes taken in fleeing by land and sea to help viewers appreciate the scope of the refugee disaster.  In the image below, Refugee Highway reveals the presence of airplanes over industrialized nations where more refugees are apt to settle or seek asylum suggests the steep symbolic liabilities of Wallace’s stark “Global Trends.”

 

refugee highway map Refugee Highway-Legend The Refugee Highway

Another alternative visualization, proposed by Grand Jean on the basis of the very same UNHCR 2014 database, places less visual emphasis on the sites of refugees’ arrival, or sites of eventual asylum, but use similar lines as the red arcs of migration, apt for suggesting bloody scars  but less illuminating of the proportions of displaced and, as Grand Jean nicely notes, not weighted in any way, so that the 6,000 Mexican refugees that arrive in Canada are illustrated in an equivalent manner to the million refugees from Syrian territory that have arrived in Lebanon.  Gran Jean has generously proposed an alternative visualization that salutary in varying the thickness of lines that denote refugees’ displacement from sites of humanitarian crisis that confronts the limits of doing justice to the representation of displacement, sacrificing the modernist aesthetics of the image to ensure its greater readability:

Refugees-world

Martin Grand Jean

The attention Grand Jean returns to the sites of displacement can be easily rendered in ways that distinguish the different regions and countries from which the 14.37 refugees UNHCR registered have sought asylum, using color to start to distinguish the sites from which refugees were displaced–and start to diminish the information overload of the data visualization of this global crisis.

actual areas

Martin Grand Jean 

 

There is value to imitating the information overload created by the expanding crisis of global refugees, but it raises questions of the ethics of mapping disasters.  Much as it is difficult to comparatively map the multiplications of centers of forcible displacement, it is difficult to even heuristically approximate the varied qualitative circumstances of the world of the refugee–as much as one would like to grasp the extent of the desperation of exile from the boundaries and neighborhoods of one’s former home.

 

2.  The elegant economy of the jaw-dropping visualization in the Times of the refugee crisis compellingly transposes the aggregation of annual refugees to illustrate its deeply global nature.  The crisis of those forcibly displaced on a symbolic level by the harmony of uniform spatial relations–in the mode of early modern cordiform maps–although, of course, those thin red lines of scarification disrupt whatever harmony exists across the globe, despite the attention that it calls to its inter-relations, in the manner of the polar azimuthal projection surrounded by two olive branches of peace that was designed as an emblem of the United Nations to suggest the proportional representation of the continents, and lack of privileging one area of the world by Donal McLaughlin, who interest in the transparency of visual communication led him to propose its design in 1946 as a seal for the UNO.

The popularity of the visualization of “Global Trends” lies in its success in cleanly sorting a significantly large dataset in a readily legible terms in ways that insist on the proximity of accumulated crises dispersed across the globe in isolation from one another–but which affect the world and demand a global response.

 

Flag_of_the_United_Nations.svg

\

One unarticulated if implicit institutional message of the equidistant polar projection in the “Global Trends” graphic is that it captures the pressure that the displaced place on the ideals expressed by the equidistant polar azimuthal projection featured on the UN flag.

Even if the very globalization of a refugee crisis makes it hard to focus on the status of those forcibly displaced or the context of collective hot-spots from which folks have fled, so clearly does it abstract individual itineraries of flight from their local contexts, the intensity of its busy red lines captures the overwhelming image of desperation, even if limited to those who have found asylum–not the refugee camps clustering on the borders of Syria, Sudan and Myanmar–it captures the intensity of forced migrations worldwide, if not the circumstances of their internal displacements or their deaths in transit and at sea.  The poor and often perilous conditions of the camps and settlements are left off of the map, as it were, as are the circumstances of ocean travel often brokered by human traffickers.

For the greatest lie and fabrication in the narrative of Global Trends of Displacement is the illusion it perpetuates that all refugees possess and have a destination–and indeed that all refugees arrive.   The extreme unmessiness of rendering the actual tragedy of refugees’ itineraries in purified form with a coolness worthy of Le Corbusier or Eero Salonen frames the crisis of refugees as if tracking airplanes’ movement or allocating resources.  To an extent, this is the result of the UNHCR dataset, which focuses on the arrival in camps or countries of asylum, rather than displacement or the camps were refugees and fleeing persons congregate along the borders of nearby countries.  But the visualization deriving from the data provides readers with a quite misleading illustration of the crisis at hand.  For in concealing local details, they obscure both the individual stories of sacrifice as well as the conditions or scarcities that has driven such a steep expansion of fleeing across what have often increasingly become quite shaky and undefined border-lines, readily renegotiated in theaters of war.

 

Sudanese refugees mappedUNHCR, Refugees from Southern Sudan by mid-December, 2013

 

Rather, the image created communicates an impression of cleanly engineered arcs of geographical mobility and direct paths to resettlement.  Unlike earlier visualizations, the elegant red arcing lines adopted in “Global Trends” present the UNHCR data as if to suggest that all refugees arrive–even though the dataset is of course only about those who do seek asylum and resettle elsewhere, and predominantly in countries far removed from their homelands.  This narrative of spatial displacement may obscure a deeper set of narratives of dislocation.

 

Global Trends in Displacement: Destinations New York Times

One sacrifices a sense of the local in the arching red lines in the gripping aggregation of global refugees over the past year in “Global Trends,” also pictured the header to this post.  The data vis indeed broached the difficulties of comprehending what has increasingly and ultimately become a global crisis at the end of an age of empire in readily comprehensible terms.  Although the paths of refugees’ flights threatens to muddy the specific travails from which folks are forced to flee in the data visualization, as well as their specific circumstances and travails, it synthesizes and processes the almost unsustainable streams of forced flights from refugee hot spots by foregrounding the actual routes of displacement–while misleadingly suggesting that all refugees found future homes.

Indeed, it maps the unmappable by mapping the pathways of those forcibly displaced:  yet of the 60 million displaced globally, the map focusses on the 14 million (almost a quarter of those displaced worldwide) who have left their countries in 2014 alone, offering what is probably an under-estimation of the encyclopedia of travails that can never, at another level, map or synthesize–as if the routes of fleeing can ever be adequately represented by being sketched on the perfectly engineered arcs akin to the smoothly engineered pathways of multiple airplane flights along which a very different demographic travels.  Refugees are of course unlikely to experience such travel, more characteristic of readers of the Times, who would surely be prone to recognize the map as a sad perversion of global flight paths, converging on Eruopean capitals, the United States, Canada, and Australia.

Global Trends in Displacement: DestinationsNew York Times

One feels only awe at the overwhelming nature this sort of dataset, itself difficult and dizzying to process because it offers little real cue for orienting oneself to the complex totality of narratives it collectively encodes.  Whether the augmentation of refugees worldwide can be seen as a quantifiable crisis–and removed from human terms and individual costs–is a question that cannot be here addressed.  But the conversion of the crisis into human flows is a compelling way to try to come to terms with how we’ve come to inhabit the world in rather chilling ways, by plotting some of the data from the United Nations High Commissioner on Refugees on a global projection centered on the primary areas of regional crisis–not without posing the question of why such a global focus of the refugee crisis exists.  The nexus of the refugee “crisis” is so widely spatially distributed, indeed, to leave its “focus” dizzying as one tries to better internally process the extent of displacement worldwide:

 

detail refugees map New York Times

 

3.  The frenetic business of the long distance “traffic” pictured on the global map can also be reorganized and viewed, or disaggregated, piecemeal, luckily,  in order to make some sense of the terrifying abundance–or obesity?–of the disturbing dataset whose aggregation reveals the close relations between countries in an age of globalization, if it cannot threaten to obscure the dramatic narratives of individual experience.  The data is condensed into misleadingly orderly (if dizzyingly distracting) mesh of intersecting red lines, arcing over the earth’s surface and boundaries–as if to capture the global nature of the crisis, but which painfully erase the multiple individual narratives of struggle, internal displacement, and blossoming of the unplanned cities of refugee camps, and the different material and environmental constraints against which refugees have to contend and struggle. The comforting illusion that each refugee has a destination–or endpoint–ignore the improvised settlements now dot maps of Jordan, Turkey, Chad and South Sudan, and hold some two million souls, or the deaths of refugees in transit or at sea–runs against the demand for an adequate dynamic map of their own, as if in a sort of reverse map of sites of human habitation inscribed on maps.

Such a map would describe dislocation in greater detail than the valiant ESRI “story map” of those refugee camps administered by the UNHCR, whose slippy map invites one to inspect the numbers of displaced in different camps, but stands at a significant remove from their actual circumstances or experiences of displacement of the story it purports to tell.

efugee camps ESRI Fifty Most Populous Refugee Camps (an ESRI story-map) ArbatDarfur Refugee Camp in Chad Arbat_Transit_Camp_3-3-2014 Arbat Transfer Camp for Syrian Refugees in Iraqi Kurdistan

4.  Could one rather include in such a map variables such as the length of time required for transit from each country, the amount of time required for transit, or the possibility of making such travel–all potential ways to represent the ordeal of displacement in ways that viewers might understand?  Or could one indicate the violence of the displacement in a quantitative way?

Indeed, the focus of the data vis on the routes of migration that refugees take runs against the widely accepted and reported truth that the number of internally displaced persons has expanded far beyond the growth of refugees seeking asylum in recent years–also reported by Sergio Peçanha–if the growth of IDP’s worldwide has surely increased the desperation of those refugees who leave countries of origin.

IDP's New York Times

The greatest single lie that this elegant map of refugees across the world tells in its distribution of a dataset is that all refugees have a destination to which the flee that can be mapped–a lie that the red arcs that imitate the paths of air traffic encourage.  For the paths of those fleeing are of course rarely so removed from the ground or so truly globalized in their dispersion.  In addition, there is a shift of attention from the sites where a truly unmanageable set of crises for refugees exists to the density of points of arrival in European countries as France, Germany, England, Italy, and Sweden, as well as Australia, Canada and the US–all rendered by but a single point or nexus of arrival, or destination–and often obscured by clotted red lines.  Does this detract the readers’ attention from the sites of humanitarian emergency that prompted the rush of refugees? The crowded the image evokes the image of something like a blood splatter, the result of the expansion of the intensity of combat in multiple theaters that, after all, set the mechanisms of displacement in motion, which the practice of aggregation erased.  In ways that imitate the The Refugee Project’s attempt to map arcs of resettlement of those seeking asylum since 1975 in interactive fashion within a single globe, the density of lines that converge in Europe and elsewhere suggest the deeply linked question of the global multiplication of forcibly removed refugees, and the proliferation of a forcible statelessness across so much of the modern world.

 

Screen Shot 2015-06-25 at 12.10.41 PMThe Refugee Project 

 

But, on the other hand, the visualization’s immediate popularity, registered by wide retweeting, responds to the cognitive difficulty–if not impossibility–of coming to terms in a clear-headed manner with the dizzying multiplication of growing numbers of refugees and internally displaced people in our increasingly destabilized world. There is considerable clarity in how the orderly arcs mirror the readily recognizable form of a map of destinations of flights, if there is something truly odd in how they represent the terrifyingly troubled transit of peoples in times of war.  Perhaps the map aptly captures in symbolic fashion the desperate flight from regions in its numbers alone, acting like a sort of blood splatter map on the world–although one where the wounds seem to lie in those countries that receive refugees, rather than the sites of the violence that provoked their transit.

For the greatest difficulty with the data visualization remains the remove of its narrative content from the subjective experiences of the refugees than the absorption of refugees in their new countries, and the apparent equivalence that it draws between both the proportion of refugees or the experiences of refugees from different countries.  Hence, the conspicuous inclusion of numbers of departed whose final destinations were a specific country and the foregrounding of the names of those countries that were most likely destinations in the developed world–the United States, Canada, France, and Sweden among them–several countries were a sharply xenophobic ultra-right has been recently recognized as on the rise. Take, for instance, the dispersion or draining of Syrian populations, which despite its orderly symmetry offers only a stripping of data to approximate the ongoing struggles on its disintegrating borders.  During the recent Civil War, some 11.6 million people, almost half of its entire population, have been displaced, half arriving in Egypt, and only a relatively fortunate few arriving in European or industrialized/westernized nations.  Representing the length of time required for resettlement would at least be a surrogate and index for the nature of the experience of refugees that would be a possibly more ethical model for mapping displacement than the dispersion of the Syrian population on simple arcs–without notation of how many displaced Syrians remain, and omit the distortion suggested below of a smoothly engineered migration from refugee camps.

 

Syrian refugee displacement New York Times

 

5.  The infographic maps but one corner of the dilemma of global refugees.  One way that the infographic must be read is in dialogue of the as-yet limited reactions of advanced economies to the growing global refugee crisis, to be sure, at a time when it may make less sense to retain the attitudes of protectionism and fears of immigration, evident in the expansion of only 70,000 refugees to the United States during Fiscal Year (FY) 2015 on the basis of “humanitarian concerns” as “in the national interest,” and the retention of limits of admissions in accordance with clear ceilings for each region.  For does such an imposition of such ceilings come to terms with the global desperation felt by the displaced?

admissions of refugees--refugee resettlement assistance FY 2015

White House

There is an obligation to come to terms with the steep fears of immigration and better help readers better wrestle with the plight of the displaced.

An untold understory of the infographic that is less evident in the image used in this post’s header is the considerable concentration of a huge proportion of refugees–some 85% by the count of the United Nations High Commissioner for Refugees–in one specific geographic region, and the lack of resources that are effectively able to be devoted to these refugees’ fates.  (And this may well be an underestimation of population flows among the internally displaced.)  The majority congregate in regions running from Turkey to Southeast Asia, past Ethiopia to Kenya and the Central African Republic, although one imagines that the displaced in Ukraine are just absent from the dataset, and less able to be accurately measured by the UN numbers.  The region populated by millions of displaced is circled by dotted lines below.  In each of these regions, most relatively impoverished, refugees are often exchanged among countries with limited resources to process compelling human needs–for example, Ethiopia holds  665,000 refugees from Somalia and South Sudan–where they are bound to press further upon limited existing resources and fragile economies.

85% refugees

 

What will be the result of these interconnections–and whether they won’t demand far greater global interconnectedness–is not clear.

But the ongoing expansion of refugees in areas where there is no clear governmental or administrative organization will prove especially difficult to map adequately, despite the compelling nature of the “Recent Trends” visualization, such trends are poised to expand in future years, especially from Ukraine as well as Syria and Myanmar.

Global Trends in Displacement: Destinations New York Times

It seems most likely that, at some level, the data visualization of the destinations of refugees as seeking asylum from their country of origin unconsciously records how far we have come from the optimism of picturing the possibility of global unity the United Nations auspiciously hoped to inaugurate in 1946–by the agency which compiled the UNHCR database.

600px-Emblem_of_the_United_Nations.svg

 

6.  There is a significant difficulty, of course, in mapping refugees and the increased clustering of camps that they create in so-called demilitarized border zones.  For each image condenses multiple narratives that one wishes one could tease out, but confronts an image in which one sees limited apparent possibility of resolution save further instability. South Sudan possessed some of the greatest emergency of the refugees of modern times and the twenty-first century both in the some 700,000+ asylum-seeking refugees in neighboring countries at most recent count and one and a half million plus internally displaced persons (IDP’s) within its fragile boundaries, many driven by intense food shortages as well as by an increasingly militarized and fearful situation:  almost a third of the country’s population lack food.  Emergency refugee activities have haven mapped in South Sudan from 2012.  Even as the subsequent refugee crisis generated in the Syrian Civil War has further pressed credulity, South Sudan exemplifies a refugee situation spun out of control with no clear resolution, before which one stares at the map agape,–almost conscious of the continuing inadequacy of ever resolving its narrative in the immediate future.  Back in 2012, UNHCR helpfully mapped refugee settlements (camps) and clusters of individual refugees–denoted in the second map of South Sudan below by inverted triangles; refugee settlements are shown by pink houses–spread both to camps in Ethiopia, and less organized communities on the borders of poor (and undeveloped) countries like the Democratic Republic of Congo or Central African Republic, states with their resources already spread thin.

 

images-16 Refugee Camps and Refuggees around South Sudan Aug 2012 2012 Sudan map legend

UNHCR By 2013, the number of displaced was combined with arrivals of those displaced from nearby areas and states:

 

1930_1366189226_province-orientale-january-2013

 

By 2014, about three-quarters of a million displaced persons were displaced and 4.9 million were in need of assistance as the borders continued to be particularly permeable and fear drove displaced persons out of the country:

 

179514-ECDM_20140318_SouthSudan_Refugees

 

The continued displacement of refugees has only grown considerably during 2015, with increased fighting in South Sudan and the Upper Nile states, at the same time as water and sanitation has continued to deteriorate across the region.  Spurring the possibility for increased refugees, food insecurity of food has grown–as food grows more scarce–in ways that the visualization leaves silent but might provide a telling under-map of the flow of refugees across increasingly fragile borders, in situation maps that foreground departure and the failure of containment within civil society.  Such maps obscure the systemic problems that are bound to make the tally of refugee counts only tic higher over time, perhaps, which might be revealed in deeper layers to suggest the levels of instability that afflict the region. One telling map to compare reveals the increasingly imperiled aquifers and drastically declining availability groundwater.

If we consider the drought to be located in California’s central Valley–a thin orange strip by the Pacific Ocean–the decrease in groundwater NASA satellites have mapped over the past decade quite dramatically extends across the Sudd Basin and Lower Chad Basin in Africa and the entire Nubian Aquifer System and the Congo Basin–as it groundwater shortages has drastically grown across the Arabian aquifer and Indus Basin over the same time.  Water is not the sole issue here, of course, but the unrest that scarcity provokes demands mapping, and GIS visualization, as a layer below the civil society, which in much of Africa and regions without and which never saw the need for infrastructures of water transport is no doubt particularly acute.

 

Global Water Storage 2003-13 legend UC Irvine

 

The consequences of depleted aquifers and groundwater across the Lake Chad Basin, Sudd Basin and the Nubian Aquifer System (NAS)–the greatest body of fresh water in the Nile basin,  and Congo Basin have provoked a catastrophe of global proportions, while we returned to the possibilities of the contagious spread of Ebola across the world as if it were the sole apocalypse on our mental radar for much of the past year. The rise of fatal–or near-fatal–the expansion of those attempting to flee food shortages and declining economies in Africa have appeared in or occasioned increasing news reports from the western media, as Italians have called in increasingly strident tones for all of Europe to turn its attention to focus on the flight of refugees in the Mediterranean ocean–which the Italian navy can barely respond to in adequate manner, and create a web across the Mediterranean simplified in the red routes below.  Already the most “deadly stretch of water for refugees and migrants” in 2012, the refugee crisis intensified in 2014–often encouraged by human traffickers who deceptively promise perilous passage that is often not followed through, perhaps making this current year–2015–the most deadly in recent memory for those attempting the crossing in ships as they flee humanitarian disasters in Libya in ways that have only begun to be quantified and mapped.

 

GUARDIAN MAPS MEDITERREANEAN MIGRATION ROUTESThe Guardian

 

01_Mediterranean-Sea

 

85188.adapt.676.2 National Geographic

 

The complex story of tragedy and loss that the map conceals is difficult to communicate in conventional cartographical forms, as the each circle represents the suspected or confirmed loss of human passengers.

 

mediterranean-460-1 New York Times

 

One understory to this migration, without doubt, is the huge refugee crisis across the Sub-Saharan continent, where 15 million have been displaced in the past year alone:

 

15 million displaced in sub-Saharan Africa

The “refuge flows” are oddly almost not with a human face, as if they seem a triangular exchange of goods.  As we map refugee traffic in a manner that suggests that the flows of people are removed from a dynamics of struggle on the ground, but guided by an invisible hand or able to be imagined as a coherent network of flow, as if they at times arrive and depart from the same place, we lose a sense of the human costs of the deep scars that they draw over the surface of the inhabited world.

 

Global Trends in Displacement: Destinations But these overlapping and crisscrossed waves of displacement, if terribly difficult to disentangle, are compressed into so many misleadingly orderly arcs:  their stark form and geometric curvature elided or erasef the struggle, or indeed desperation, that we know companies the experiences of all refugees, and show an image of migration that may be as good as it gets. It surely sends an alarm about the status and state of the stateless refugees forced to flee their homes that forces us to negotiate our own relation to the changed face of the world.  But its curved red lines decisively and assertively arrogate the numbers of those who have sought asylum into smoothly completed arcs in an oddly unproblematic way, given the scarcity of solutions at hand.

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Filed under data visualizations, global refugees, immigration, infographics, refugee crisis, refugees, Syrian refugees

Sites of Internment and Surveillance Hidden in the New American West

The mosaic of ethnicities in the United States today appears so inclusive and diverse that echoes of the state’s sanctioning of the forcible spatial segregation of one ethnic group –Japanese Americans–would seem impossibly remote in time and culture until quite recently.  But the tragic and yet state-sponsored episode of Japanese internment by the US military reveals the existence of historical rifts in the historical landscape of the American West, which not only resonate with a history of exclusionary practices, but suggest a striking geography along which practices of exclusion were effected and organized by means of existing maps.  And the recent  invocation of executive order 9066 by Donald Trump, seventy-four years later, when over 110,000 Americans of Japanese descent were forcibly removed from their own houses and relocated to camps of internment as a precedent for the relocation of resident aliens–which Trump has called a  “tough thing,”  but refused to condemn in any way–“I would have had to be there at the time to tell you, to give you a proper answer”–not only to cave to his instincts of fueling prejudice if not racial violence among Americans, but to celebrate a precedent for treating illegal immigrants as alien enemies with no understanding of history or the law.  As the grossly illegal and shameful episode of internment was cited as a basis for racial profiling during the state of exception of War on Terror by Michelle Malkin, the horrific readiness to accept the episode of internment of those with Japanese ancestry as a part of the American legal tradition is not only an instance of unlearning but an act of amnesia that is utterly irresponsible.

And yet, the continued reference of the non-state spaces of American internment in much of the current American West suggests the survival of the landscape that internment produced.  The partitioning of space in maps enabled the exclusionary strategies, moreover, which have a striking overlay with earlier landscapes of exclusion.  Despite a stated mission to keep the country “safe” in the face of the shock of war, detainment of Japanese Americans was not at all something of a historical unicum, but rather fit within landscape of ethnic opposition with possible roots in the nineteenth century, whose secret geography informed the use of sites of sequestering those stripped of citizenship at the start of the twenty-first century.  The space of Native American reserves, or reservations, had been mapped by F. E. Leupp of the Bureau of Indian Affairs in 1905 as if it were a hidden nation within a nation–land set off from the four-color map of the United States, if largely concentrated in the lands west of the hundredth meridian–

Indian Res in US.png

–an image of spatial separateness that continued by 1941.

indian-affairs-1941

The memory of the experience of internment was far more suddenly and deeply inscribed in the national landscape at a single moment, however, if  one not without historical precedents.  T

he permission Executive Order 9066 gave the Secretary of War to “prescribe military areas . . . from which any or all persons may be excluded” from 1942 that enabled an internal “enemy” population to be stripped of citizenship.  The establishment of an archipelago of confinement across Arizona, inland California, and Nevada echoed the confinement of native populations–and resonates with recent attempts to define areas of detainment as “off the map” and consequently removed from legal oversight in ways that we might be all too apt to associate with the Cold War–as much as it was improvised.  The geography of the confinement of Japanese Americans provides an instance of something not like race warfare, but the opposition of the state to its enemies perhaps as telling as the geography of ghostly munitions of the Cold War from missile silos, remains of nuclear testing, facilities for storing and developing plutonium, and anti-missile radar that dot the landscapes of Arizona, Nevada, New Mexico, and South Dakota.

In mapping the inclusiveness of national diversity, we are increasingly reminded of the ethnic classification of the nation’s population by the carving out of predictions of the behavior of the electorate at the polls–partly because the distribution is so relatively easy to map, partly because how such divisions map onto political parties is a growing riddle, not only since it is less clear that their increasing political voice maps onto a single agenda, but also because of the scare of predictions of white-minority status by 2045.  For the apparent cultural remove of the arrogance of an administration that formally instituted the forced geographic relocation of Japanese Americans to camps away from the west coast seems an odd artifact stoked by the proto-fascist flames ignited by the fear of war.

Might it rather be comprehended as a part of California history?  If the episode of Japanese American relocation seems removed from the state’s current mosaic of diversity, it has eery ties to the hidden history of the West–and the political landscape of recent years.  Although when trains transported individuals to hidden locations inland,their forced displacement for the general safety of “all” was promoted as coalescing home front–based on their predesignation as “enemies of the state” in ways that have recurred in recent years.  It pays to return to them to excavate the map of displacement that defined the west coast, and situate its occurrence within a landscape of longue durée.

The interned painter Chiura Obata was a devoted student of the western landscape of the United States, particularly in Yosemite Park, and created an image that inescapably suggests the portents of a shifting political landscape while interned in Topaz, in his quite contemplative painting of the deeply and heavily smeared reddened sky over the stark landscape of the Relocation Camp where he was interned, after having taught art at the University of California, at a War Relocation Camp that opened its doors in September 11, 1942.

ObataChiura Obata, “Sunset, Water-Tower, Topaz, March 20 1943” painted in the Topaz Relocation Camp

The smears of rust-colored cirrus clouds that Obata drew as reflected on Utah’s barren desert landscape at the Topaz War Relocation Center overwhelms the barbed wire fences barely discernible beneath telephone wires, lending the landscape a monumentality that dwarfs a makeshift guard tower, and creates red lines like scars across the land.  Rather than treat the landscape relocation and internment camps as a panicked response to fears of impending military attack, the rapidity of relocation along fault lines in a political landscape that we may have too readily repressed, when the landscape has been forcibly divided along ethnic or cultural lines in terms of belonging–a division that seems to have been rehabilitated in recent years.

1.  The recent mapping of the notion of “diversity” based on data culled into one of the appealing visualizations displayed on the website of Trulia–the realtor which seems primarily in the business of making us feel good about the prospective places where we might live, if we really and truly had our druthers–expanded the maps of demographic density designed by Randal Olson in more interactively searchable ways that offer an opportune starting point for this post.  The dynamic visualization is based on self-reported Census data promised to capture the current “racial/ethnic” composition of regions across the country where smallest difference existed between a dominant ethnic subset and secondary ethnic group, ranking the relative levels of “diversity” by that metric across the country’s largest metropolitan areas–from Oakland to San Francisco to New York to Houston to San Jose–so that we might better envision the ethnic compositions of the neighborhoods where we live in an era where ethnic diversity seems the closest metric we’ll ever get to what’s cosmopolitan.  It is, however, a map of strong ethnic integration that contrasts with the clearcut demarcation of otherness in the map of several generations past that is the header to this post..

Diversity in USA, 2010

The data visualization is impressive despite its clear limitations–especially evident in the broad equivalences that it draws implicitly between the uniformity of “diversity” as a transparent derivative of data of variety.  Building on data encoded in Dustin Cable’s “Racial Dot Map,” Trulia provides a metric for “diversity” that ignores exact ethnicities, providing a new way of reading a single argument in the 2012 data of ethnic differences that Cable encoded by five different colors–which can be read as a follow-up map of the image of ethnic segregation in the map with which the musing of this post began.

Racial Dot Map

The Trulia map of America’s Racial Kaleidoscope nonetheless offers an interesting and somewhat jarring image for all of its superficiality, even with apparent bearing on the sociology of the red state/blue state divide.  For all the very slipperiness of “ethnic/racial” categories as meaningful demographic tools of parsing populations–when were these two terms ever equivalent seen as surrogates for one another, and how do the categories of the 2010 Census, which use such undifferentiated envelopes as “Asian” or “Black” or “Hispanic, Latino, or Spanish origin” as authoritative diverse to parse populations?–to image diversity, there may be some meaning able to be extracted in the visualizations that show their difference and distance from a historical past, when ethnic differences seemed far more starkly inscribed in a pre-globalized world.

For the folks at Trulia created a visualization to map “diversity” that erases whatever degrees of actual racial or ethnic integration exist within counties.  While this may hardly offer a metric of actual “diversity,” the visualization reveals California as the largest continuous body of “diverse” ethnic groups in the country and of its sharpest non-“majority white” areas:

Diversity in USA, 2010

Even without introducing the potentially complexifying newly trending category of the “transracial,” or those individuals who, to use another term diffused in online media thanks to Rachel Dolezal, realized or felt that they were “miscarried”–a term that has touched a clear nerve, given the unclear meaning “race” retains in contemporary America, and the uncomfortable nature of the term.  Where Trulia finds diversity to be concentrated in coastal regions and objectively present in a range of areas that seems to correlate with sites where the home-buying market is tight, the visualization seems most useful to force us to ask what diversity means–as well as to mask the sort of rhetoric of ethnic opposition that so often scarred the landscape of the west.

2.  “Diversity” is a new world, but may once have led to the one of the clearest instances in US history of the forced marginalization of a population of citizens during the early years of American engagement in World War II.  Despite the frustrating failure of imposing categories to classify the composition of our national population at the start of the twenty-first century, the cultural remove at which Japanese ethnicity became a basis for the forced migration of citizens must be balanced with the proximity of the recent circumscription of individual rights.  If panic and fear unjustifiably provoked the systematically organized deportation of Americans of Japanese ancestry–in which a strong dose of economic resentment may have played a large role–the act of remapping civil rights in the United States, if seriously compromised, also sanctioned the remapping of rights in ways that both built on and provided some rather scary precedents.

Did the confinement of a considerable section of the population–and indeed the confinement of a somewhat arbitrarily reclassified class of citizens–created something of a crucial precedent to redefine the rights of citizens by unilateral executive fiat?  The decision to reclassify a segment of the American population recalls the legal justification for a “state of emergency” which the “crown jurist of the Third Reich” Carl Schmitt notoriously advanced as an adequate rationale to suspend rights in the hopes to re-establish order, responsibility for which, Schmitt argued, ultimately lay with the sovereign alone, but whose actions created shared bonds preceded the very notion of the state–and rested in a political nature of the opposition between friend and enemy.  In a cold-hearted logic ways recently revived in George W. Bush’s administration, such an occurrence “extreme emergency” could justify the suspension of the constitution and law, with striking similarity to the political state of emergency by which internment was justified and understood–and was associated with a state of war, both by Schmitt and in the War on Terror of the early twenty-first century.  Nowhere is this more evident than in the remapping of California during the Japanese Evacuation Program, where Japanese Americans were segregated from all “exclusion areas” in the name of a political imperative that transcended political practice.

The institutional order that was created between zones of confinement and zones of exclusion in the “Evacuation Map” created “in satisfaction of the impelling military necessity created by total war with Japan” defined some 108 individual “exclusion areas,” in each of which approximately 1,000 persons were evacuated–allegedly totaling the 100,000 persons evacuated during the two weeks between March 24 and June 6.  Many were concentrated in the Pacific Northwest.  But the repartitioning of the West in terms of Military Area 1 and Military Area 2–a sort of Newspeak of Orwellian resonance–was premised on the presiding rationality of political belonging against the otherness of Japanese Americans that is so foundational in Schmitt’s thought.  The exceptionality of “wartime” provided the basis for suspending their right, and insisting on the primacy of the political for redividing national space, and suspending legal or constitutional precedent by a political mandate that, for Schmitt, would indeed historically and existentially precede any legal or constitutional order.

3955_japanese_evacuation_map

What sort of networks would have allowed the forced migration of a large section of the Japanese American population to internment camps?  The imposition of such a nation-wide policy of legislated relocation remains conceptually remote, both as a practice and conceptual possibility, let alone as one accepted by the region’s residents.  Its logic lies in the legend to the map, which echoes a truly Schmittian rhetoric of a “state of emergency” in which constitutional rights are suspended; the necessity of “the political” reveals the deep opposition based on “otherness” whose rationality is revealed in its legend.  This state of “otherness” was clearly inscribed in the landscape of the two areas of Military Areas, rather than states and superimposed upon states, is linked to “wartime,” but which echoes of the earlier political orders of the American West:  its legend offers the underlying logic of the state of emergency during which local division was inscribed.

The partitioning of the same region that seems particularly noted for its diversity–the western region of California–as in the framing of an “Exclusion Zone” that was deemed so sensitive in its concentration of state secrets to be off-limits to members identified with Japanese immigrants that they could be stripped of constitutional rights–and forced to board trains from the cities to anodynely-named “Relocation Centers” that were located in the state’s interior–suggests a civilian partitioning of the country not only in the name of war-time exigency, but in fact a paranoia that was fueled not by actual military dangers or actual risks of espionage, in retrospect, but something that was more fed by a combination of opportunism and on-the-ground animosity and ethnic dislike.  If the notion of such dislike might have lain in economic competition, the ethnic opposition was reified in the boundaries of otherness exposed on the map.

The network of relocation camps are often seen as a unicum–and as something like a quite particular circumstantial combination of jealousy for a group of successful immigrants who had often lived in distinct settlements, and whose difference was now cast into political relief, both by the war, and the culture of imperial allegiance that Japanese were seen as increasingly ready to adopt.  But the very network of the camps of resettlement recapitulated narratives of the European occupation of Native America by completely effacing an imaginary frontier between Native Lands and European-American pioneers, placed in evidence by the confining of native peoples in discrete sites that were later known as “reservations,” the bounded areas of the absence of any existence of a Native/American divide across the very western states from which Japanese Americans were banned–and indeed denied narratives of racial or ethnic differentiation, where the destruction of the frontier was replaced by the contained presence of the Native populations in reservations, at the same time as many other reservations were reclaimed as military sites for engineers or the army, in the demand for a wartime effort, even as Native American languages were adopted, as they had been in World War One, to encode military communications and Native Americans participated in huge numbers in the US Army.

The rapid constitution of new networks to displace Japanese Americans from their former homes to the periphery of what became defined as Military Area One in the United States was enabled by the infrastructure of railroads that linked cities to removed “War Relocation Centers” in areas where their inhabitants would not be easily noticed or indeed seen.  The forcible relocation of Japanese Americans was largely enacted and by non-military authorities, but led to the removal of the large number of immigrants to the country to remote areas, cordoned off from sight, in the four months from March, 1942, by which time some ten centers of “war[-time] relocation” were established that removed Japanese Americans from the coast region that they had increasingly migrated in the past thirty years, to areas where they were less likely to be noticed, and the stripping of their civil rights–and allegedly inalienable liberties–were not even seen.

map1

The deep suspicion of ethnic difference created a proclivity to separate Japanese American citizens as a military threat.  Yet as early as 1930, the Office of Naval Intelligence began surveillance on Japanese communities in Hawaii, wary of the military power of Japan.  And from 1936, the same Office in fact compiled lists of those Japanese to be “the first to be placed in a concentration camp in the event of trouble” between the countries–long before the idea of confinement camps were broached as a possibility on American soil.

That list would become the Custodial Detention Index, compiled in 1939-41 with help from the Federal Bureau of Investigation as a tabulation one of explicitly “Alien Enemy Control” as enumerating those ostensibly “engaged in subversive activities” or actions deemed “detrimental to the internal security of the United States.”  The list was drawn up a decade after further Japanese immigration to the United States had been banned in 1924, and significantly before Executive Order 9066, issued on February 19, 1942, allowed regional military commanders to designate “military areas” from which “any or all persons may be excluded.”  The establishment by the civilian-run War Relocation Agency of what were very euphemistically termed “relocation centers,” together with the six internment camps run by the US Department of Justice, were officially built to house all Japanese-Americans who had been removed from the “exclusion zone” that stretched across the entire western coast of the United States, after March, 1942.

Although the scope of detention was not widely known, or discussed in contemporary maps, a relatively recent map of the Assembly Centers and Internment camps emphasized their existence and geographic distribution in areas that were removed from population centers, lending greater prominence to their considerable geographical remove from areas  Japanese Americans had settled and the inhospitable places to which these forced relocations in internment camps occurred–in the desert, in relatively abandoned villages of the High Sierra, in areas often excluded from common maps.

Assembly+Camps-web

Ben Pease

The reparative remapping of such sites as Poston and Gila River to our common memory offers a wonderful way to start to come to terms with the network of civilian-administered internment camps that place into relief a less well-documented or perhaps fully apprehended scale of the effective apparatus of state surveillance and that was in place of over 125,000 Japanese Americans into the desert-liike interior of the country for ostensible reasons of suspicions of a Fifth Column in the country of fully US naturalized citizens, who were stripped of all civil liberties.

The stark existence of such an “Exclusion Zone” or ten euphemistically named ‘relocation centers’ to which Japanese-Americans were without distinction detained from 1942 were inhumanely mapped in purely logistical terms to evacuate the western coast of ethnic Japanese with amazingly well-coordinated efficiency over six months with the sort of reflexive unreflectiveness so often characteristic during the unfolding of events occurring during a war:  but the sites were also intentionally created as sites absent from federal law–or international conventions–and in a sense existed as black spots on the national map.

map1

Such practices of forced relocation to sites far removed from cities near the shoreline–and ostensibly near sensitive military sites–depended on a very systematic division and re-assignment of Japanese Americans suddenly dispossessed of their ownership of houses, land, and real estate, which was imagined in a quite cartographical manner–as the movement of Japanese Americans from coastal cities and communities on trains removed them to remote places, as if to expunge their memories, and in locating Japanese Americans in remote areas allowed to be forgotten and go unseen.  The subsequent destruction of any buildings, gardens, or evidence of confinement after the war, when the spaces of confinement were promptly shuttered after January 2, 1945–again by executive order–erased any evidence of the space that were bulldozed and razed, effacing memories of the internment, no doubt more problematic after the discovery of Nazi Concentration Camps.  Despite the total lack of support for accusations of security threats, suspicion seems to have reigned. If the construction of Internment Camps were officially mandated to be situated in places deemed “climates suitable for people,” from the newly created Military Area #1–western Washington and Oregon; western California; Southern Nevada–to the Mississippi, in ways that created a new geography of the United States during wartime, ostensibly for reasons of state.  Yet living in quasi-military improvised unheated barracks ringed by barbed wire that enclosed the thirty to forty blocks of barracks separated by empty spaces, patrolled by soldiers from watchtowers, lacking any privacy or cooking equipment or kitchens, and without any medicine or medical institutions, with only improvised medical care and with nothing but cots in collective rooms, such containment centers were undeniably more than austere–they were dehumanizing by intent.   And while not dedicated to a project of ethnic cleansing, they were motivated by a sense of deep suspicion based on ethnicity alone, and reflect a similar fantasia of spatial containment and confinement that was enabled by a new attitude to space that the wartime maps of the Civil Control Administration reveal. The landscape coded in pale pastels masks and obscures the violence of collectively reclassifying Japanese-Americans as if “internal enemies”–and as threats to the national state–within national political discourse in truly Schmittian terms.

3955_japanese_evacuation_map

 

Within the intentionally dispersive extended archipelago of camps, removed from centers of habitation, inmates were largely supervised or overseen by the Wartime Civil Control Administration–a civilian unit–because of falsified reports of a proclivity to espionage.  Such reports were diffused largely through the military and future Department of Defense (then Department of War) and were also  fostered by intense lobbying efforts of white or Anglo farmers (who saw the Japanese American farmers as a threat) encouraged the perpetuation of a race-based paranoia. Even though J. Edgar Hoover at the FBI doubted that any real threat was posed by Japanese Americans, the decision to confine seems to have been preemptively made to quiet a home front:  President Roosevelt’s issuance of Executive Order 9066 led to over 112,000 Japanese Americans to be moved to effective prison camps located in nine states–California, Arizona, Utah, Wyoming, Colorado, Texas, Arkansas, and the porto-state of Alaska. Although two-thirds had already gained citizenship, they were asked to submit to loyalty oaths and swear not to interfere with the ongoing war effort that had consumed the country.  And were excluded from much of the country. The internment sites were removed in the interior–and located in “Military Area 2”–whose definition somewhat bizzarely, and, quite Orwellianly, departed from the boundary lines of individual states.

They created a new logic of displacement and of the suspension of individual rights. 3.  We associate the transport of prisoners as human chattel destined for ethnic cleansing on trains with Hitler’s Final Solution, perhaps the paradigmatic instance of the forced migration of populations becoming a national project and mission.  But the national network of trains similarly provided the basis for the relatively fast geographic removal of US citizens of Japanese descent across the state from Exclusion Areas, effecting the legal reclassification of citizenship in was that oddly reflected the claims of spatial purification that the abstract order of maps almost inspires. The spectrum of pastel colors of the map issued by the Western Defense Command of the Exclusion Areas where men, women, and children of Japanese ancestry were forbidden to set foot conceals its violent measures.

 

detail evacaution program

The process of internal evacuation conducted “in satisfaction of the impelling military necessity created by total war with Japan” created an “evacuee population” in the United States whose movement was to be controlled and supervised by military forces, ostensibly to remove them from areas where there was any military presence that might be observed.  When immigrants from Japan had been banned from becoming naturalized citizens of the United States–from either owning any property of their own or the ability to vote–Japanese Americans formed independent communities of their own in the western United States, often with separate schools.  The forced transport of Japanese Americans to sites where they were stripped of citizenship and pursuant rights created something of a new standard for the imposition of classification on naturalized citizens for unstated reasons of possible danger to “state secrets”–although the  actual likelihood of any attempted infiltration or espionage on existing military installations was not particularly credible. Forced transportation from communities in San Francisco, Los Angeles, and Seattle created an archipelago of the confined not only in California–and prevented from entering “exclusion zones” that came to include almost one-third of the country, eliminating the presence of Japanese Americans in anywhere save the less densely populated lands of the interior.  While ostensibly directed against possible espionage of those sensitive military areas “from which any or all persons may be [rightfully[ excluded,”  the expansion of exclusion zones to constitute a large share of the country became something of a pretense to redirect populations to areas where they were not seen.  Not only was a third of the Territory of Hawai’i Japanese–between 140,00 and 150,000–in ways that make it ethnically complex, almost 127,000 Japanese Americans were listed in the 1940 Census as living in the country, mostly in California, Oregon and Washington, of which 40,869 resident aliens, born in Japan.

archipelago of Internment Camps in US The rapidly expanding rate at which camps opened across the country over five months testify to the paranoia and unjustified fears that fed the relatively quick establishment of similar internment camps where local rights were suspended or stripped, and the role of the rail in moving a sizable sector of the population nationwide:

map-1

This quite carefully planned and strikingly extensive network to move populations from Assembly Centers to Relocation Centers–all since anodynely named–allowed the significant expansion of the areas of exclusion from which Japanese were not allowed to set foot.  They were codified quite rapidly in the months after the December 1941 attack on Pearl Harbor led to all of “Japanese ancestry” to be reclassified as potential security threats, despite little evidence of their disloyalty, as attempts to argue against imprisonment that fell on deaf ears:  six weeks after Pearl Harbor was attacked, after some ethnic Japanese living in Hawaii helped a downed airman, leading to a questioning of their ability to not be imperial subjects and “unassailable” as such, set the basis for a new geography of confinement and exclusion of Japanese from public areas that Earl Warren spearheaded, creating the basis to prevent ethnic Japanese from entering exclusion zones” of almost a third of the country–and encouraging by May 1942 all Japanese to be moved to network of assembly centers and readied for transport to permanent relocation centers across the country.

The declarative bluntness of the administrative languages in the authoritative public notices placed in the street corners of cities such as San Francisco that trumpeted the specter of foreign racial “ancestry” of Japanese Americans–

SF INSTRUCTIONS TO JAPANESE ANCESTRY

or the expanse of almost a third of the country from which Japanese Americans had been displaced–

extensive network

cannot speak to the surprised faces of the deported who arrived by train in Arcadia, California, fresh from San Pedro, and the machinery that brought them there, and the helmeted soldiers who are staring down those recently stripped of citizenship, who don’t seem to have fully fathomed the reasons for their fate, or what perhaps the suspension of all legal rights would mean.

The role of the trains in moving populations in California would have paralleled the travels that the young Steve Reich made with his governess across the country from Los Angeles to New York in 1939 and 1940, and the “music documentary” he composed that retrospectively juxtapose those trips with the contemporaneous forced transport of European Jewry for ethnic cleansing.  Reich’s travels occurred almost immediately before Japanese-Americans were moved en masse from Los Angeles to Relocation Centers as Poston or Gila River.  Rendered in the propulsive straining tempo of violins that alternately suggest accelerating pistons and air raid sirens, and accompanied by parallel intonations of porters calling railway stops and voices of survivors, Reich’s braiding of memories intentionally evoked parallel lived geographic relocations as fantasia of forced displacement that mechanized electric rail travel allowed.

relocation in Arcadia, CA at Santa Anita Assembly Center, brought from San Pedro

relocation in Arcadia, CA at Santa Anita Assembly Center, brought from San Pedro

4.  Was there a precedent for such forced movement under military oversight, in the confinement of native Americans in much of the American West to “reservations”, in a manner that Adolf Hitler himself has been noted to have particularly admired for the effective reorganization of the population of the West?  (Hitler was a large fan of Karl May as well as Fenimore Cooper; Navajo reservations provided not only an architectural model for early concentration camps, according to John Toland, which he took as a promise of the extermination of those unable to be “civilized,” in a bizarre bit of cross-cultural reading.)  The precedent of the forced 1864 “Long March” of over 300 miles–some fifty of which in fact occurred between designed to create forced migrations of American Indians from more potentially valuable mineralogical resources to reservations of contracting size.

For between 1864-6 of up to eighteen days attempted an ethnic cleansing of Navajo, from the ancestral homelands of hunters and gatherers located in current northeastern Arizona and northwestern New Mexico to the Bosque Redondo internment camp on the Pecos River nearby Fort Sumner–an internment camp that was itself an attempt at ethnic cleansing, where some 3,500 Navajo men, women, and children died and that stood as an inspiration of the possibilities of ethnic cleansing to the Nazi party, as did the camp for Boer prisoners in South Africa, and perhaps a model for the first plans to deport Jews to the area of Lubin to die of disease.  (The image of the confined Native American was potent:  Karl May remained among Hitler’s preferred authors, and Hitler continued to read May’s stories of the grizzled white cowboy Old Shatterhand as Führer and personally recommended to his officers, David Meier notes, during the Russian campaign–perhaps providing a model for the forced marches of prisoners of war to death camps.)

Reservation map MS 3039 map 11 (1886)

The forced migration of a hunting and gathering migratory tribe to an arid 40-square-mile reservation with contaminated water, to face failing crops, disease and raids from neighbouring tribes is a not-so-hidden part of the landscape of the “wild” west that must have been present in the minds of those who administered the transportation of Japanese Americans to sequestered sites of minimal economic or strategic value.

March map (Wiki commons)

While such equivalences in atrocity can hardly be drawn, and should not be encouraged, it remains striking on a conceptual and genealogical level that so many of the camps of internment for Japanese Americans were geographically located not only on state land, but at times on the very reservations on which Native Americans were actually confined–and restricted–in ways that provided a powerful precedent for such practices of territorial confinement and surveillance.

The Poston Relocation Center, for example, built on the Colorado River Indian Tribes Reservation in Arizona, working to provide the Reservation with electricity; the Leupp Isolation Center on the Navajo Reservation in Arizona, northwest of Winslow; the Gila River Camp, approved in March 18, 1942, for 10,00, over pointed objections of the Gila River Indian Tribe; Tule Lake in an area that was the ancestral home of the Modoc, surviving members of whom were exiled to Oklahoma in 1873; Manzanar, located in the Owens Valley, in an area whose farmlands were worked by Shoshone and Paiutes for some time.  In these circumscribed and well-defined areas, the Constitution was deemed not to apply.  Despite no clear reaction between the Relocation Authorities and future Bureau of Indian Affairs, the director of the War Relocation Authority, Dillon S. Meyer, from 1950 to 1953 worked as the Commissioner of the Bureau of Indian Affairs.

5.  Few of these sites of isolation were known to the public, moreover, or showcased in the media, with the exception the “show-camp” of Gila River, Arizona.  But the existence of a “hidden geography” necessitated the show-camp among the numerous centers of sequestration Japanese-Americans might have faced.  Lying quite literally “off the map,”and not appearing on maps of the west save in those redacted by the government, the internment camps provide more than a solely symbolic predecessors of what Trevor Paglen has so accurately characterized as the “blank spots on the map Trevor Paglen described, run by the National Security Administration, in the wake of the newfound popularity of the juridical writings of  Carl Schmitt.

For the that became centers for the rendition of foreign nationals deemed security threats, like dry lakebed of Groom Lake, the area of the testing of the U2 missiles and other military aircraft in Area 51, run by the Air Force, or the National Data Center, sites run by the government but which lie outside the legal administration of the state, perversely, and in which the suspension of constitutional rights that Schmitt had claimed was argued to similarly apply.

Warnhinweis_und_Sicherheitspersonal_an_der_Groom_Lake_Road_07.2008

The suspension of constitutional rights for the American-Japanese who were sequestered has an analogously long set of precedents of its own:  the forced displacement of Native Americans had been an established government policy and project for over sixty years in the nineteenth century, based on denying precedence to claims of residence in lands they had traditionally occupied.

The result created some unique patterns and combinations of interior settlement.  The Japanese Americans in one region came to outnumber the Mohave and Chemahuevi in the area of the desert where they had confined:  the Office of Indian Affairs, indeed, ran many camps together with the War Relocation Authority, based on the hope was to use Japanese labor to construct larger spaces of confinement for Native tribes–either using the confined to confine tribes already stripped of land, or using the dispossessed to create spaces of confinement for the nation-state that had stripped them of their own property–by the canalization of the desert or the construction of newly electrified living quarters.  Native Americans as the Cherokee had earlier been confined to “internment camps” before these were termed “reservations–internment camps whose plans may have served as models for the confinement of Jews in what became Death Camps–in World War II, the US also displaced Aleut people from the Pribilof Islands to internment camps located in Southeast Alaska.

Manznar War Relocation Camp

Do such sites of isolation provide an alternate genealogy for the foundation of rendition sites–“blank spots on the map“–that the NSA much more recently operated at a similar remove from the coasts, public memory, or legal oversight? Do they provide one genealogy of the “black areas” of the law that allow the invocation of state secrets by the government and especially by the Air Force and CIA, but also the Department of Justice of Alberto Gonzalez, where the torturous logic of Schmitt’s emphasis on the state’s right to name its enemies regained respect, partly through the validity that the conservative icon Leo Strauss had given his “political theology” as one way for a strong state to unite men against “evil”:  it is tempting to see what role Schmitt had in providing a precedent to invoke state secrets privilege to shore up the “black worlds” of the NSA, where extraordinary rendition of foreigners like Khaled El-Masri or the Canadian Maher Arar occur, and Groom Lake stays black–and effectively off the map–removing the construction of Air Force bases in Area 51 from criminal persecution, and effectively sanction violations of both federal law and the international Convention Against Torture in some locations. Indeed, the establishment of Relocation Camps mirror and echo the temporal creation of military sites in Southern Nevada that sprung up in the 1950s, nearby Area 51, which has been imagined both as a site of alien abductions and an alleged site for the US military to dedicated efforts to converting alien aircraft, have long remained hidden, and most probably not only to conceal contact with extra-terrestrial life for reasons of state.  The recently expanding government centers tied to extradition offer an an odd gloss on the myths of alien crafts’ conversion to the US military.  In a perverse fantasy of military omnipotence and natural providence, where for some the US Government is believed by many to have inherited the manifest destiny of the nation into the otherworldly relations to alien life.  Just past Death Valley National Park, the Nevada Test Site and Yucca Mountain almost constitute the areas that the nation has removed from most maps–

 

Military Lands in S. Nevada

 

–even if the secretive area around Region 51 and Groom Lake, just above the Nellis Air Force Range near Las Vegas, became best-known as sites of an secretive space of rendition and imagined extraterritoriality.

Is the ideal mapping of these areas as removed from oversight, and not subject to prosecution, not only a relic of the Cold War, but a region rich with precedence as offering a theater of opposing the enemy, to maintain enmity, in Schmitt’s curious words, and to maintain such enmities to cultivate the primacy of action, and sustain a not-so-hidden sort of political theology?  If nothing else, it is an odd through-the-looking-glass sort of authenticity that seems located in these areas hidden from oversight. The imagined extraterritoriality which the government entertains is after all a sort of fictive escape from recognizing rights agreed to be accorded individuals, by the escapist alternative of removing them from the actual map:  it is as if, by leaving the map blank where they lie, the conventional rights accorded to all who inhabit the actual world are somehow exempted by their placement off of the recognized map, and outside the nominally universal rights that are accorded citizens by US law and by international legal conventions.  The map, in this sense, seems to have more power for removing people from international treaties and standards that the law could otherwise allow. Croom Lake

 

Is this a landscape of paranoia, whose contours were poisonously sculpted by a nuclear arms race of the Cold War–or a map of a secret history of sequestration, whereby an expanding nation state subtracted places from judicial review and removed them from public scrutiny?

 

 

nellis_road_map_1950

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Filed under data visualizations, internment, internment camps, Japanese Internment, maps and surveillance

Alternative Metrics of America’s Divided Economies #2

The ballyhooed shift of the economy from the industrial to the technological and financial sectors seems like it conceals the deep shift in the geography of the working male:  while the anthropocentric focus of the data is not meant to be gender-biased, it reveals a steady decline of the “working man”–an astounding tripling of men not working since the late 1960s.  The expansion of those not working reflects in roughly broad brushstrokes parallels a decline of the industrial workforce, but is also an interesting metric to map the transformation of the nation in ways that concepts of the Recession or failures of job-production cannot describe.  The terrain of men between twenty-five and fifty-four without work–a rough measure of adulthood and able-bodiedness, of which even setting traditional parameters, provide a contrast with the categories of a landscape of the past,  and suggests the shifting place of the working age man in American society–if not the relation between man and work, and the absence of work’s spatial distribution in the United States.

Recent visualizations of the decline of a national workforce seem more like conversation stoppers from which there is little prospect of relief or escape than invitations for thought.  While what we talk about when we view a data visualization is dictated by the parameters of the snapshot it declares, the landscape of the out of work in America is on the front burner of most data visualizers, who have been competing, in the manner of so many actuaries, to present the best picture of American decline.  Fear grips the visualization of the drying up of work, which seems extracted or deflated in ways that create a new sense of hills and valleys in the topographic maps of the country:  what were once centers of the economy are transformed in the economic landscapes of unemployment that they present, providing new contours that we are asked to assess as if it is time to assess the place where we are at through the effects that the arrival of the “Great Recession” from Sea to Shining Sea–and the centers of work that continue to exist across the Home of the Brave.

Before examining the maps of those out of work in America, the contours of such a map suggests one of the backgrounds for the reception of the internet economy and digital revolution that may reveal the special appeal of the somewhat illusory notion that the web promises the coming generation of a wave of new jobs.  While the internet has been blessed as a solace to the out of work, transformed by alchemy of the world wide web into blissed-out surfers putting their time into online betting and social networking sites, net advocates insist on potential economic benefits of the new cultural commons of “prosumers” that lies on the horizons of our backlit lives.  The foreseeing of a massive expansion of the DIY economy as part of a “Third Industrial Revolution” that is to be unleashed on the internet will not only provide a basis for reunderstanding the energy grid; for many, new sites of trading and commerce–on Etsy or other virtual marketplaces–has spontaneously generated claims for the benefits of such new platforms for marketing creativity that will work to make folks feel valued and great about both their “work” and themselves.  Yet Sue Halpern found these claims quite creepy in their unstated underside, not often mentioned by enthusiasts such as Jeremy Rifkin who prophesies a Third Industrial Revolution of clean energy and renewable resources across the globe:   for the link between the internet and a new “energy paradigm” in the new industrial revolution of an “energy internet,” may well augur a day when workers may not only be increasingly replaced by machines, as the internet decouples productivity from human work, but, more insidiously, e-commerce creates the illusion of productive engagement:  “a do-it-yourself subculture is thriving, and sharing cars, tools, houses, and other property is becoming more common, [but] it is also true that much of this activity is happening under duress as steady employment disappears.”  (While 60 million consumers interact with Etsy, Amanda Hess found that 65% of sellers made more than $100 last year.  Compared to the 5,000,000 jobs that Slate‘s Associate Editor Chris Wilson mapped as vanishing from 2008 to 2009 presented a devastating picture of job-loss, barely compensated by talk of the growth of online sellers and small-scale Amazonians.)  This new sense of “work” is not only based on the distractions of web-surfing and the rise of private activities completed during working time in offices, sometimes up to average time spent on private activities at work is between 1.5 and three hours a day., and even the conclusion that 70 percent of internet traffic to pornographic sites during what seem working hours, and the majority of online purchases (up to 60%) from a similar 9-5 timeframe.  But the illusory jobs and increased appearance of engagement that the internet nourishes seems as important to acknowledge in describing the radical redefinition of work in America.  The apparent addiction to such “involuntary slacking” seems to demand attention as an important counterpart to the shifting geography of work in the United States.

What happened in the dire picture of a loss of five million jobs that he presented of national decline that began from roughly when, in what one can’t feel is a coincidental metric, President Obama took office, and we faced our greatest threat of economic downturn in many years?

6a00d8341e992c53ef0133f341d101970b

The image of economic implosion, or decline in job growth in 2008, two years after the Recession had officially begun, offers a map of the points of local vulnerability to job losses that contrasts with the earlier maps of job growth, and seems like a job-loss virus, spreading from centers of past urban growth, in ways that augur something like a national decline:  the northeast and northern California are deep red, as is the former industrial midwest around Detroit, and the Northwest doesn’t seem to be doing better.  Texas, almost alone with Vermont, for some reason, has spots of blue.  It is not surprising that the Wired map was quickly taken up by Fox News:  the spread of scarlet sink-holes of job-depletion across the continent, radiating out into its surrounding waters, offers a vision of apocalypticism that “others” the continent from a geographic land mass.  The medium of the data visualization offers a snapshot of the status quo sending shivers down one’s spine, jointly suggesting a draining of jobs from the national economy and raising questions about its future.

The image is striking, and drowning in large circles of red, denoting job loss, with small spots of bright blue standing like beacons of hope, but a larger scale image of the shifting growth of unemployment rates over the decade from a Public Policy research team, Mathematica, using statistics from the Census and Dept. of Labor, crafts a far more finely grained picture of national losses from 2000 to 2013, less mired in a feeling of depression and more legible both it int texture and county-by-county specifics that might tell us more:

County Unemployemnt Rate

even if the snapshot map taken in a single year, as 2010, when unemployment was high, revealed a dire deal indeed:

2010 USA

The flat opacity that these data visualizations track, rather than inviting us to contemplate a graphic prospectus of the future, provide a snapshot of relative poverty before which we stand aghast.

The internet has arrived not only as the time-suck from productivity that we’ve all, unconsciously, suspected, but with the promise of a possibility for fashioning new jobs that would lift us from the Great Recession.  Despite the deepest claims that internet commerce provides the opportunity to unleash a new level of contact with consumers and wave of independent sales, it may well be, although it is quite hard to confirm, that the amount of time spent online is something somewhat correlated to the new appearance of folks who are taking steps to leave the workforce, and find solace online, removed from the workplace environments that can provide a somewhat comforting cocoon.  The hope of Jeremy Rifkin that Halpern wryly characterizes as a “vision that people will occupy themselves with more fulfilling activities like making music and self-publishing novels once they are freed from work” exposes the possibility that the internet offers an odd outlet for dropping out of the marketplace.  For while it may be but a coincidence, the shifting geography of being out-of-work, the long-term decline of the American workforce found an interesting outlet for self-promotion and self-fashioning on the internet that Jeremy Rifkin, Lawrence Lessig, and others promise.  But including this image of the economy, or even its economic potential, is almost seems inversely proportioned in its difficult to map compared to the trumpet its benefits.

For the expansion of such self-made businesses or “trade venues” on the web parallel a search to innovate by folks who have been marginalized from or forced to leave the labor force in ways that our statistics of unemployment as reported widely do not fully capture–we must begin by taking stock of the fact that a broad measure of unemployment rose .  To begin to get a handle on our national quagmire of the out work, we need to compute alternative measures of unemployment, however, noting the depressing picture including a broad measure of unemployment computed by the Labor Department to include marginally attached workers–which rose far more than official unemployment rate defined as those looking for work, as Brendan Saloner noted in 2010–even if that rate has now declined to below 6% once again, rather than not budging from 9.6% as was then the case.  The distribution of such a broad measure of underemployment (or unemployment) had striking national variabilities in 2010, focussing on metropolitan areas alone.

bls-map1

Moving a bit forward in time, the New York Times and Economist noted the importance of considering regional disparities in the “Great Recession” by 2011, noting areas where unemployment crested to 20%–

Geograph of a Recession

–which boasted marked declines in unemployment across much of the country for the first time, save in those places deeply effected by the housing bubble, including California, Florida and Nevada, and those regions whose ingrown unemployment was brought by declining industry, such as Pennsylvania or Indiana:

from June '10

New York Times

The picture of relative discrepancies in the specific areas where national employment rates crested above 20% in some areas, or unemployment stubbornly refused to decrease, presents a picture can be interestingly fit into the long-term decline of the workforce in America, the journalist and historian Yoni Appelbaum has argued.  The long-term decline matches a growing share of the male population who need help or are paying taxes, Appelbaum found, which has wrought considerable social changes in our attitudes toward work and workplaces, independently from the “Great Recession.”  Indeed, the shifting geography of the out of work between the ages of 25 and 54 across the nation  provides a similar distribution of deep valleys.  The nation-wide rise in the numbers of out of work men raise interesting questions about what folks are doing with their time, and what sustains attention at a time of disengagement from the economic marketplace.  Men are not, here, taken as the metonymy for human, but describe a deep change in the status quo which may well suggest the feeling of remove from those technological sectors where the economy has grown, and goes beyond a decline in job creation in specific areas across the United States, that may reflect a geography of desperation and alienation independent from the creation of further jobs.  While the prognosis is not warranted from the map alone, the rise of such out of work men, who either elect to leave the workforce or adopt the classification as disabled, creates a distinct culture in specific cities and regions unlike one of competition for existing jobs, that may pose deep threats for the economy and indeed for public health.

While somewhat like the long-term unemployment rates in its complexure, the distinct nature of the pockets of out of work men are removed from the labor market, and present a topography of what might be called disengagement, if one would not rather use terms without moral judgement. While the two issues are closely tied, the specificity of the map of men out of work map seems striking in its greater demographic specificity.

Men Not Working Map

New York Times/Yoni Applebaum

In ways that seem paralleled by the number of women who are leaving the workforce of the same ages, and to illustrate a deep shift of the culture of work, “working, in America, is in decline,” as Appelbaum put it.  Is this major and ongoing shift in how we relate to work, deeply linked to the rise of the disaffection of many from an existing labor market sen too removed from one’s own self-valuation, or perhaps below one’s competence, the expansion of those outside the workforce, male and female–the non-employed, including disabled or with compensation, make up over an eight of the entire adult US population, include students and those retired, but only 25% are classified as unemployed.

8673-figure-1

Almost independently from “unemployment” per se, the sector of such non-employed between ages 25 and 54 seems particularly unhealthy for the nation, and difficult to explain–as is their apparent geographic clustering.  Only just over half say that their jobs ended with the last recession of December 2007 (61%), but an eighth (13%) claim never to have had a full-time job, suggesting that they are probably on the younger end of the age spectrum.

Why not work, despite the clear adverse psychological and personal effects of such an apparent decision or perceived inability to change one’s condition?  Greater risk for substance abuse, alcoholism, depression–widely recognized as both costly and debilitating–and documented difficulties to create stable relationships.  The choice that men make not to work–or to join a workforce which is still looking to hire–indeed raises questions about families and psychological health, and about the perceived place of the individual in the social world.   But the geography of this decision or lack of apparent incentive to join the workforce that Appelbaum found particularly striking, almost approaches a collective paralysis or depression, if with distinct underlying causes, that in aggregate particularly plagues specific areas of the country–areas associated, to be sure, often with economic decline, but also which seem swamps of unsuccessful stories and narratives, and invites new narratives to be told about maps.  But the poverty of information in the data visualization, whose focus on the present status quo offers only a concentration on the short-term, seems something of an evacuation of information from the map, and demands to be supplemented by greater detail to better grasp the distribution it seeks to define.  Looking for further dimensionality of the data it presents, one is tempted to seek correlations in the flat colors of comparable datasets to find what narratives might emerge from the flat visual surfaces that are presented in the amnesiac surfaces of the data visualizations.

One might start from comparing, for example, to the short-term snapshots of depression according to a Behavioral Risk Surveillance System.  Although the broad geographic parameters of this 2010 map issued by the CDC doesn’t offer comparable fine-grained detail, and both leaves many interesting areas without data (Kentucky) and shows significantly elevated rates of depression across the Old South, it suggests contours of depression across the country, particularly dense in spots of long term out-of-workness from West Virginia–if data lacks for Kentucky–Mississippi, Oklahoma, Alabama, and Tennessee, where it crested above 10%:

m5938a2f

But the map unsurprisingly more closely correlates in select regions with the recent Newsweek “Health Gap” that combines mental health and college attendance with other variables of 2014, which uses data from the University of Wisconsin Population Health Institute–even if that map is not really surprising, and seems to square with a remove from health care, in its clustering on the Mississippi, western Kentucky, and parts of northern Floridam with the Nevada part of the Four Corners and northern New Mexico:

3.26healthoutcome_0

The distribution of the out-of-work male offers a fascinating new subject of mapping, since its distribution seems defined distinctly from the mapping of areas of economic growth, unemployment, or taxation, and suggests a local acceptance of the very demographic category of being out of work.

While we’re at it, of course, we might ask to parse the national distribution of unemployed men along both socioeconomic background and ethnicity, if only to see the results–but these seem to be beyond the point, which is the disquieting nature of the prominence of the category of not seeing oneself as a part of the workforce.  For if there are slightly more non-employed who are African American (14 percent versus 10 percent) or Hispanic (20 percent versus 15 percent), a majority (above 54%) have only a high school education or less, and seem as if our society has failed them–only one fifth have graduated from a 4-year college, in contrast to almost 40% percent of full-time workers, and the disconnect between work and education seems a clearer metric than all else, and their health, as self-reported, is predictably bad–suggesting the possibility of looming considerable social and personal costs, and a great crisis in public health, even if among the non-employed, some 74% affirmed that they have health insurance.  Yet it is conspicuous that one-fifth of non-employed have completed a college degree–even if, perhaps, only recently.

This relatively large number of college graduates who are not able to find work casts a ray of light at the deep depression that might result of being without work, and a paralyzing uncomprehending sense of inadequacy.

The below map offers a compelling mirror of society, and of the long-term difficulties we face.  For the distribution “men not working” is laden with both deep levels of depression, anxiety, and economic despair difficult to process fully, whose apparent uneven distribution and pockets of deep concentration that amazingly surpass 33% suggest the seriously impacted problems of how we define work and occupation today.  The concentration of select areas of dark blue seem swamps of something akin to despair–located around the “Four Corners” and border of New Mexico and Arizona; Southern Oregon; western Montana; northern California; Appalachia; and areas of the Deep South; southern Florida–that seem sights that are sinking, if not almost disappearing, as if potholes of personal futures, off the road map of the common good. These darkly colored regions, off the main highways of America, are less traveled areas, but inescapable parts of our nation’s economy.  Unlike the map of of unemployment for metropolitan areas, some of the most difficult regions of the persistence of men out of work appear at a remove from cities–although the maps use different indices. they suggest similar pictures of the difficulties in the topography of job creation.

Men Not Working Map

Percent Legend

New York Times/Yoni Appelbaum

The local dips in sectors of the nations reveal dark spots in the national economy that can only haunt us.  The metrics of not working men is striking, particularly as the dark green blotches in southern Oregon, northern New Mexico, Appalachia, or parts of Idaho convey a grim desperation of economic displacement, and almost communicate a sense of being left behind.  Is there an odd acceptance of a dark status quo in these areas, where with something like almost half of adult men not at all working leads to a labor market that can almost never be met, and a paralysis of looking for jobs, or actually imagining alternative signs of success?

The region in Northern California, for example, suggests a desperation at the lack of employment opportunities that leads a hazy air of diminished expectations to hang over the land.  The SAMSHA map of sub-state variations of substance abuse using data available online maps a picture disconcertingly parallel in several of its pockets, particularly much of northern California and the Florida Panhandle, but also the Four Corners and Colorado, and LA, although what, exactly, “abuse” is here needs to be examined defined:

NSDUH-Short-Report-113-StateSubUseDisorder-2012-fig2

We can see a raging 5.1% dependence on or abuse of alcohol in south-central Kentucky, abuse of drugs in Western Massachusetts, on the level of Washington DC, and similarly high levels by the Mexican border in Arizona.   Each of these areas is to some extent echoed in the map of the men who are out of the labor market and not working:  only North Dakota and Iowa seem to be showing low levels of abuse in the years before 2010, which can’t make one feel great about the country, even if the bright red spots in Oklahoma and Idaho come at considerable surprise.

Alcohol dependency seems to be more striking in Northern Central California, Idaho and Montana, and northern states like South Dakota and Minnesota, although Utah is very dry.

NSDUH-Short-Report-113-StateSubUseDisorder-2012-fig1

But the relation to the out-of-work seems particularly keen and in demand of excavating from the staid surface of the data visualization of local variations in the sustained spread of substance abuse.

Applbaum’s county-by-county visualization offers an inviting grounds for exploration, due perhaps to the appeal of the palate he uses to denote the out-of-work by deepening shades of green and dark blue to denote those men who are out of work, and the apparent narratives that the resulting distribution offers one to spin out of it:  the often opaque surface of such data visualizations seems sensitive to discrepancies in quality of life and the changing ways to spend time that result from such a lack of work.  For example, the rough terrain near to Mendocino, land of spectacularly stupendous ocean views, conceals a growing desperation among numbers of the of sustained employment in several inland areas in California, if not along its coast.

Men not Working Mendocino

Percent LegendNew York Times

Such troughs across the county suggest  a dramatically diminished range of expectations that poorly communicate a future life.  This might be increasingly true of urban areas, where lack of employment seems often endemic in some neighborhoods of Los Angeles, which pop out of a broader map of the city.

LAPercent LegendNew York  Times

Moving to a broader geographic area, however, the region of the Four Corners together with spots from the Central Valley seem similarly pock-marked with diminished hopes and lowered expectations of arriving at a permanent job, creating what seem swamps of underemployment in parts of the Southwest, where low numbers of working men in large stretches of the country create a striking culture of unwork:

four corners and central valleyPercent LegendNew York Times

the number of men who are not working creates pronounced disequilibria of employment across the economy, and indeed a radically diminished expectation of one’s sense of an active life, let alone retirement.

While rural Appalachia seems one thing, the pockets of men outside the workforce across South Carolina, Georgia, and Alabama, as well as parts of Kentucky, Tennessee and North Carolina, presents a dire image of a lack of available jobs that correlates interestingly with the refusal to accept National Health Care, and extend to the coast of the Florida panhandle.  Concentrated communities of men not looking for work along the shoreline of the southern states in the Carolinas raise questions of the geography of the out of work.

Appalachia?

Percent LegendNew York Times

While we are only tracking men, such potholes of local employment suggest something like low-income clusters, and support groups of the economically alienated, which have no clear or immediate resolution in sight, but seems somehow, one worries, to perpetuate its own existential condition.

The notion of being left behind by a job market, or not being able to integrate within an existing workplace, with little way out, seems to be a central issue in the landscape of heightened disparities that remains.  While it demands far further study and individual local examination, the terrain often seems interminably bleak.  There is the prospect that we are in the process of a broad redefining of work, and of the working landscape, but there are plenty other areas lying outside that changing landscape of work that seem to be left out.  Our changing landscape of employment may be left at the doorstep of a changing national character, but suggests a deep divergence across the country in seeing oneself as a head of households, and of realistic economic expectations.

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Filed under data visualizations, Great Recession, infographics, mapping men without work, mapping the "Great Recession", mapping the not working, unemployment, Unemployment in America, unwork