Tag Archives: Social Media

The Less Visible Paths of Economic Giving

At the same time as Pope Francis elegantly entreats all to view the world less through the distortions of economic markets–and without forgetting those who are all too often overlooked–we rightly grapple with ways of imagining global inequalities, working to view the world less in terms of economic markets of commercial exchange or banking centers.  For Francis asks us to find a way to map the debt the producers of greenhouse gases owe to developing countries, lest their weight fall on poorer countries, rather than industrialized countries bearing their cost, and as well as a way of correcting the usurious rates of lending money, by guarding against those “oppressive lending systems . . . which generate further poverty.”  The United Nations served as the  setting to stage a dramatically and radically revised ” Urbi et orbi” address by the first transatlantic pontiff, and one deeply conscious of that status.  Francis enjoined us to imagine a common good–chastened by the harms of seeing social needs only in terms of economics.  The moral injunction to consider the deepening economic imbalances of national debt recalls the difficulties of picturing a more equal and more ethical distribution of space, taking stock of the globalized world outside dominant patterns of economic exchange.

If oppressive systems of lending create states mired in relatively equally distributed poverty, and others increasingly less egalitarian–as JapanSouth Africa and the United States–poorer individuals or countries all too easily fall through the cracks and off the mental map that privileges dominant economies.  Indeed, so obsessed have we become with noting, accepting, and internalizing property lines that we seem trapped into forgotting the actual distribution of inequalities in our country.  The warping of economic conditions in the United States alone–a warping toxic for local politics, and compassion–are nicely illustrated in microcosm in a glorious if grotesque GIF Max Galko offered, via Metrocosm.  In its warping of a planimetric image of national space, it seeks to track the terribly troubling distortion of civic space by wickedly substituting residential values on land to reveal hypertrophied concentrations of capital in a few regions—mapping value onto land in ways that display the drastic diminution of housing stock in far more regions of the lower forty-eight that contract out of sight.


Metrocosm, based on data from US Census and Lincoln Institute of Land Policy


The bloated property values of urban and exurban areas are hardly signs of a healthily beating heart, but a Rabelasian image–if it weren’t also such a very accurate illustration of our current national political quagmire of using a map to create consensus when concentrations of wealth looks so different than the one which determines our representational government, and a clear social commentary and scathing socioeconomic critique.  For how can we create a clearer map of priorities, when the very levelness of a playing field is so distorted beyond recognition?  The cartographical contraction of so many areas that seem overlooked seems also a metaphor, as tNew York City, Miami, San Francisco, Seattle, Orange County and Chicago acquire hideously gargantuan proportions to seem countries of their own, as they assume their relative values of residential properties, leaving the majority of the country to disappear within the folds of their overvaluation and market-driven expansion, as if to show the difficulty with which market valuation maps onto our own space.  All this to raise questions of how a map of global economic relations might best begun to be traced, or how we might imagine the disruptive inequality on our perceptions of space–and, indeed, the inequalities that spatial orders increasingly come to reflect and perpetuate?

Does this image of a “beating” heart only map the absence of empathy in a map?

1.  For economic exchanges seem strikingly complicit in perpetuating inequalities, if only by diminishing those very inequities of economic productivity perpetuated in most maps fail to adequately attend or obscure.  One might hope, with geographer Andrew Linford, and Martin Lewis, the benefits of a map illuminating the inequities of global disparities in economic productivity–and try to use such a map to address how both regional and national disparities, often oddly dividing coastal areas from poorer interiors, might be overcome, and the ways that what pass as concerted attempts to do so often only shore them up. But such a map only confirms the sorts of distortions that most are only too aware already exist.

GDP Density

Geocurrents global  map of GDP Density (2011)

The illusion of equality is more often maintained by the belief that by mapping all aspects of the earth we are ensuring a sense of equality for all, or allowing no inequities to be hidden from view–as if the projects of world-mapping, and exposing to the public eye, is a means of responding to global needs–rather than obscuring these inequalities.

2.  Or can this even be captured in a map?  It bears noting that even if we have a totalistic map of global coverage, we tend to not come to terms with the depth of inequities and wealth, so obsessed we’ve become with what we can record as if it was a picture of the status quo.  In an age where outfits like Planet Labs or their friendly competitors at DigitalGlobe readily provide satellite-generated images that map the surface of the earth from space for their client base at an astounding resolution of two to three meters, what’s being mapped omits the truly important transactions, exchanges, money-laundering, and other financial transactions that underlie the ever more globalized economy.  Even as the platforms of Geo Big Data may appear comprehensive in detail, the undercurrents of these claims provokes questions about what they fail to communicate. Perhaps the very promise of totality for such claims of whole-Earth imagery–to be sure, at lower resolution for the state of Israel, by a ‘flock’ of “Dove” Satellites–only confirms that the real action lies elsewhere:  maybe in those shifting currents less readily subject to be seen, tracked or so readily surveyed, as much as on the edges of urban and rural life.  After all, if one accepts a uniform mathematical grid as a way of mapping, one omits any local knowledge of place, andy any notion of representation.

Satellite Dove

There must be more that resists such ready capture–from the rampant inequalities of wealth that organize our cities to the disparities of wealth around the world.  What other underground streams of electronic or financial transfers can we trace?  These streams constitute the new mare nostrum, the non-territorial terrain on which both worldly power and economic activities are waged, and run across the boundaries of either a settled or defined geopolitical space.  But the space of climate change is one that is best rendered as transcending a map of territorial bounds or geopolitical space that is rooted in the antiquated notion of “countries,” which not only seem increasingly removed from our planet’s fate–

Screen Shot 2015-07-13 at 8.21.05 PM

–but from it’s actual experience.

3.  The map “Money Trails” traces the actual paths of the disbursement of funds by the UN, World Bank, and 11 industrialized nations to reveal the distortion of global ties transcending geopolitical space.  So much seems revealed in the major unmapped pathways that structure our increasingly disturbingly decentered globe–which infographic artist Haisam Hussein used to map the distribution “foreign aid” in the pastel hues and curving bars reminiscent of the London Tube Map that the engineer Harry Beck so cleverly devised on the model of a simple circuit board–but which suggest a decentered lack of familiarity, and raise the stakes on processing how foreign aid is allocated, as much as to explain the circulation of funds with an air of transparency.


Lapham’s Quarterly

Hussein’s uncanny infographic tacitly calls attention to the status of Aid as an artifact of the Western World (to which Beck so clearly belonged), even if the destinations of most of the billions tend to arrive at destinations whose open circles peripheral to or far outside the west, from Afghanistan, Myanmar, Vietnam, Brazil, Kenya or the West Bank–as well as India and Ethiopia.  Beck’s design had once simplified the confusion that Londoners faced in confronting underground routes by simplifying the Tub to a circuit’s dense pathways in ways riders quickly came to disentangle:


What does it mean for huge sums of foreign aid to travel as they do, through such sanctioned if somehow secret hidden pathways of economic exchange?  Can one begin to disentangle their distribution by different agencies and governments, and the parallels sources of foreign aid dispatched to those needy, or to enter into a logic of their distribution?  Can one ever expect the distribution of Foreign Aid to run along such clearly defined pathways?

4.  In an age where the vast majority of financial transactions occur online and data centers channel chains of information with increasing speed, the paths of financial transactions are rarely transparently mapped.  Although we accept multiple ways of mapping and surveilling the world, but mapping the global exchange of money and financial assistance are less clearly established–if only because the mobility of money presents far less easy or a static image and is less about clear relations between place than often undisclosed channels of exchange.  If we know the GDP of different countries, national debt, global debt, or even map government debt as a percentage of GDP–we can rank countries’ relative consciousness of balance of payments, or the ability with which debt is able to be sustained, while those deepest crimson threaten to drop from view or implode:


Such a static distribution of debt offers a basis not to consider the distribution of productivity; it describes the ability of countries to carry debt even if carrying this load provides the basis to perpetuate their global roles.

The basis for understanding the circulation of money around the globe raise questions of the continued relevance of connectivity, distribution, and indeed the privileged point of orientation to the circulation of power.  For a map that privileges clear boundary lines of jurisdiction serves to regard each nation as an autonomous economic actor, but in an era of the paperless transaction of funds, the map that continues to privilege territoriality seems not only out of date, but increasingly irrelevant to describing the process of globalization.

One might also see the development of aid as a holding pattern or mode for tacitly creating consensus and uniting an increasingly uneven playing field of the economic state of play.  If empires were once seen as controlling the sea and mapping control of navigational spaces, the notion of the “Freedom of Seas” or Mare Liberum that Grotius proposed as the basis for mercantilism in the early seventeenth century have long ceased to be the basis or the illustration of imperial mandates:  whereas the concept of the Freedom of the Seas was in ways an extension of ancient Romans’ control over the Mediterranean, the ocean is no longer the screen to project projects of dominion than are the pathways of aid whose currents more aptly flow from centers of geopolitical power–and can only be mapped in far more fractured, and indeed postmodern, globalist terms, where economic aid is tied to the opening of markets as well as political ties–and might be far more challenging to map.  The sea is no longer the primary surface of economic exchange, and the relatively recent migration of monetary exchanges onto virtual space poses unique challenges to trace.

The less visible pathways and more visible tentacles by which foreign aid is dispensed may not only lend coherence to our national markets, despite the dramatic inequalities that continue to exist across the inhabited world–the expansion of aid may indeed make it ethically and conscionably possible to live in its huge differences of well-being and lifestyles that we wouldn’t be able to otherwise ignore.  An astounding $530 billion was informally sent, through unofficial channels, by immigrants, in 2012, according to the World Bank, in ways that might represent the economy of a sizable nation–and a huge uptick over the $132 billion sent in 2011.  The pathways of finance suggest a new model of global circulation of giving and receiving that offers something like an underlayer of the global economy.

Migrant money graphic.jpg

As of 2006, the money sent home from industrialized countries in the form of individual remittances was for the most part (outside of Africa) significantly larger than the official development assistance and foreign aid worldwide, according to the World Bank, whose donor countries commit to sustainable development or poverty reduction in ways that provide a plan for dealing with economic disparities.


But the dramatic expansion of foreign aid far more often travels along official currents, supported by a logic that demands some excavation of internationalist motivations that transcend mere economic need.

5.  While the notion of Christian charity was long linked to the local public use of personal wealth, as upper-class Roman elites gave money as they wanted to civic causes in much of Europe and North Africa, the flows of philanthropy that have been increasingly institutionalized have become ever more difficult to trace and complex to map as foreign aid has tried to reduce growing income disparities worldwide.  Giving is institutionalized by governments–and by United Nations organizations with the World Bank and their non-profit NGO allies, but mapping flows of philanthropy are far from the sorts of local giving of the past.  Increasingly mediated by non-national entities, the flow of funds in an era of global cash flows and transfers is increasingly dematerialized or immaterial, even when growing to the inconceivable amount of $160 Billion.

Perhaps rendering them concretely provokes more surprise than recognition as the courses of capital are remapped on a geographical projection.  And when Haisam Hussein chose to map trails of foreign aid against the famous transit map of a city once the financial center of world markets, as if to map the spatial contraction of the global economy to several principal routes of financial disbursement, the map suggests not only the mobility of money, but the degree to which the major economies like the United states and Japan, as well as Norway, Sweden, England, Germany, France, Australia and Canada pump money into a global system of credit that sustain global markets, helped primarily by the World Bank, and basically bankrolled by eleven nations, including Japan, Canada, the US, Britain, Sweden, Australia, Russia and South Korea–who exclude the “other area,” left grey on the map, of the People’s Republic of China.

Money Trails and UN

Lapham’s Quarterly

The money flows are modernistically represented as if to show the progressive possibilities of aid in streamlined terms, the distribution is at the same time  in no way equal and strikingly disproportionate and the larger flows of aid dissonantly disruptive of the modernistic design–the pathways of economic aid are clearly and lopsidedly dominated by the nations of the northern hemisphere.  Despite the modernism of the routes, the disproportionate paths on which aid travels disrupts the symmetry of its so sleek tube lines, as distortedly large baby blue rivers dominate the map as they flow from Japan beside yellow-gold currents from the United States, reminding one of the deeply engrained national inequalities that underpin much “giving” today–and dazzling us with an array of colors and flows that leads us almost to forget the global presence of the PRC, or the grey persistence of global poverty.

But the selective nature of support seems particularly striking–with, as of 2013, the UK tied to Pakistan, Ethiopia and Bangladesh, the US to Kenya, Gaza and the West Bank, and Afghanistan, Australia to its neighbors Indonesia, Papua New Guinea, and the Solomon Islands, Norway to Brazil, and France to Myanmar and Morocco.  The routes for disbursing foreign aid are hardly a process of global circulation, but provide something like a strategy for promoting the possible circulation of global funds.


Lapham’s Quarterly

The circulation of “aid” is in part a sort of shadow-map that helps shore up and support the  US military’s presence.  The spread of what seems an extended carte blanche to settle the US military in bases abroad has grown steadily since World War II, and has currently grown to spread to over 800 foreign bases in 160 other countries and territories outside the United States–excluding Afghanistan and Iraq, sustained at a cost of over $156 Billion annually.  The current constellation of what Chalmers Johnson called “base world”–a parallel imaging of military extraterritoriality–of which the Pentagon lists not only 174 US “base sites” in Germany, 113 in Japan, and 83 in South Korea, but hundreds more in around 80 countries, including Bahrain, Bulgaria, Colombia, Kenya, and Qatar:  if those countries colored bright red are hosting actual basis, those in purple are hosting US troops, and those in dark blue are countries where the US government is currently negotiating the presence of troops, and the rare spots of a lighter shade of blue mark those with “no evident” US military presence–limited to Mongolia, Tibet, Burma, North Korea and Iran, and the northern and central Africa nations of Libya, Somalia, the Central African Republic, Democratic Republic of the Congo, and Sudan.  (But one never knows.)


While one might rightly wonder why the army, navy, and marines are based so widely over an “empire of bases,” the cost to the government is no doubt not only expressed in the cost of running the bases that are outposts of Americana where one would think oneself to be geographically removed.

A closer look at those sites of centers of active duty of US soldiers–not including the recent theaters of war of Afghanistan and Iraq–shows a diaspora of bases across the globe that the Department of Defense sustains, allowing the US to have a greater presence worldwide than any actual nation, empire, or people, in seems the underside of globalization, as well as the fantasy of a paranoid extra-national archipelago of active duty that may respond to a vision of global danger:

Active Duty Map

Is foreign economic “aid” somehow a tacitly understood bribe to continue to tolerate such an expansive military presence, or to negotiate with nations for the possibility of securing a future base, or some other sort of economic open-ness?  Is it an excuse to overcome resistance to perpetuating ongoing military presences, or a new way of strategically and cynically waging a global war of chess?

Hosting US Bases

The image of active duty soldiers settled in bases across what might be called Eurasia reveals an often unmapped constellation of sites of settlement, far different from the cities that usually appear on a political atlas or any map.

Active Duty in EurASIA

6.  The World Bank does not primarily speak, despite what its name might assure us, for the world, and may charge usurious fees, but a counter-geography suggest the limits of the pathways Hussein so cleverly mapped from a first-world perspective.

For an unspoken and often ignored “other map” of economic aid, as well as, perhaps, of the “soft money” that allows military and economic expansion, flows not from the World Bank or United States, of course, but from China–all too absent from our own eyes, much as the very same region of the world is so conspicuously absent from maps of Facebook “friending” and “likes” in ways that makes one smirk with superiority at the eerily blacked-out region of a world otherwise illuminated by “friendships” and photo exchange.  The same area not so oddly omitted from the map of global foreign aid, since it is not our aid or the sort of aid sought to be mapped, is actually of course not nearly so passive, or lacking networks of giving.  Although Facebook’s ““Friendship Map” tracks networking, as much as it registers an increasingly vibrant emotional pulse of the digital culture of linking that grips much the globe, leaves a blank space of seep blue or empty lacuna in tracing over 1.5 billion friendships–half of its users have successfully “friended” over 200 other users.  The largest hole of social network gapes over China–though one still can’t really expunge its territory from a map–although the map only reflects individual and collective investment in social media.


Global visualisation of every connection between two people on Facebook

Perhaps the map is far more distorting than admit it to be.

In the more real world of global finances, funding provides an image of governmentally that reigns in the massive economic disequilibria around the world at at time of dramatically curtailed prosperity.  China’s foreign aid reveals distinctly different paths of money to North Korea, Srl Lanka, Sub-Saharan Africa–including Ethiopia and Sierra Leone–and Ecuador; aid is proffered with quite different degrees of riskiness, in ways that suggest the large number of risky bets that China seems to be making in “foreign investment”–described here as something unlike and distinct from “aid” or charitable giving, but as something of a gambit of clearly strategic scope of investing in future markets or potential future sources of food:

China's investment and riskiness of its investing

New York Times

Yet the degree of cumulative investment deserves attention as an alternate visualization of globalization that is not scary, but nonetheless can’t help but be salutary at least in illustrating global imbalances as a counterpoint:
China's Investment, 2005-13:NYT

One can further profitably compare this to the aggregate numbers of Chinese exports and imports go, to see its economy’s global reach, and ask why the range of its “giving” or aid is ommited from the above map–in ways that suggests the degrees of strings attached to it.  The size of exports suggests a complementary set of ties to areas in Europe, the United States, Japan, and South Korea, as well as Australia and South Africa, where a smaller degree of aid arrives–no doubt with invisible strings of its own implicitly attached.

Value of Chinese Imports and Exports Worldwide 2015Value of Chinese Imports and Exports Worldwide 2015New York Times

These somewhat silent and far less evident paths of “giving” and GDP, as well as export values, seek to map a more dynamic image of the current state-of-play of globalization as a sort of state of flux, even if its economic ecosystem is all too often obscured, but also a screen for introspection of the proportions of globalization and its sins.  After all, whoever gives themselves the mantle of global authority most convincingly seems to get to draw the map. Or to decide that it might be time to reconsider the current map of giving, and foreign aid.


Filed under Foreign Aid, globalization, infographics, mapping economic inequalities


Will the hashtag #droughtshaming change the public water consumption levels in California?  or is it only a manifestation of an all too long-submerged consciousness of evident property differences across most of Southern California–a space where ever-conspicuous consumption has long been made manifest in keeping yard lawns perpetually green?   and what of the Wet Prince of Bel Air, who has used an incredible 11.8 million gallons yearly during the drought to maintain the green yards on their southern California estate?

Almost as powerful a portmanteau as “Mansplaining,” the compound currently trending on Twitter presents both a righteous form of indignation, improvising map via social media that suggests our changing sense of our environment may open new arenas of public speech. The creation of a set of zoomable interactive maps from the New York Times of projected water-cuts and current water-usage across the state’s water districts have been recently mapped an uneven balance between water districts statewide, in ways that not only call clear attention to sharp discrepancies of water-usage across the state, not only between how urban and agricultural regions might be affected by mandated reductions in public water usage–


central valley water cuts


but what might be called the selective yard-drenching in specific regions of the south-lands, according to the same interactive data visualization–


drenching years in 2014-15 in LA


and the notable persistent over-use of water in wealthier areas of LA’s per diem consumption of water this past winter–


LA Consumption habits per diem Winter 2015


The map above offers an approximate reflection of a topography of disposable income, described b UCLA’s California Center for Sustainable Communities.  The Center quite recently found not only that “wealthy used more than three times the rate of non-wealthy people,” but wealth was the most conspicuous correlation and predictor of water use–and watering lawns, as we have long known, an increasing sign of conspicuous consumption even in an age of drought.

Is this a decision to spend more on water, or is it, as seems more likely, the conspicuous expenditure of water on yards, perhaps fueled by the cost of letting all that greenspace go dry, or the actual dangers of fire hazards that letting lawns go dry might create?  The oft-cited datum that Beverly Hills residents daily “used” some 286 gallons of water during September 2014, at the same time northern and coastal San Diego County consumed some 584 gallons in the Santa Fe Irrigation District, contrast sharply to Compton residents served by the LA Department of Water and Power who restricted themselves to 93 gallons a day and Angelinos in East LA some 48 gallons.

But it bears repeating at a time when Governor Brown wants to mandate across the board 20% reductions in water use as a means of increasing efficiency, if only to ask what some of the best manners of mandating reductions are.  By dividing water-usage by census tract, clear patterns in LA County emerge, that make it something of an epicenter, to mix geographic metaphors, with the recent rash of tweets about excessively selfish individual water use at Beverly Hills mansions that include, in some cases, spas and vineyards as well as expansive still-green lawns:


Water:Income LA


But rather than only call attention to the sociological correlation between water-waste and wealth, this post wants to ask questions about the ethics of the spontaneous sorts of mapping of water-waste that have proliferated in Angelino social media, as if to sharpen critiques of the lack of social responsibility of the wealthy in a city of sharp social divides, in ways that remote sensing is promising new results in a far more detailed manner for select Los Angeles neighborhoods in order to drill more deeply into the extent of watering of lawns, flowers, and trees that underlies such datasets.  But human-scale photographs posted on social media via Twitter has been an initial means to assemble immediately available instances of water over-use.

The spontaneous mapping of such inequalities on social-media is a sort of crowd-sourced shaming to redress unspoken social inequities, with offending addresses lain out on twitterfeeds for the public to see, lest anyone be confused about who has the public interest at heart, and who is most concerned with keeping the brown grass at bay, even without looking at the bigger picture, in something approximating collective rage against the overwatered large yard as an exercise of collective shaming, which has gained a real edge given that the state is poised to levy hefty fines on identified water wasters since mid-2014.  It’s triggered a geographical awareness of the steep inequities of water use and comes close to socially sanctioned class-consciousness–




–and its effects on the lived landscape ofBeverly Hills lawns:




Such selective outing of levels of outrageously cartoonish disproportionate use of water utilities may run the ethical risk of crowd-sourced surveillance, where aerial photography approaches NSA-style snooping via overhead drones–the regional sustainability manager for Sacramento’s Utilities Department was said to be “pleasantly surprised” at such snitching last summer, when #drougthshaming took off on the Twittersphere.  But the current spate of tweeted outrage expressed on social media has also become a venue for expressing suppressed sentiments of a class struggle, very slightly veiling disgust at profligate over-watering lawns indulged by those running automatic sprinklers as if they were draining regional aquifers single-handedly, with little heed for state-wide water shortages, brought to the front in signs posted in public parks that remind users that “Brown is the New Green.”


Brown New GreenAaron Mendelson/KQED


Tweets are most famous for unleashing wrath against the privileged who are out of touch with the reality of water-needs–


green lawns



–at the fact that rhythms of daily consumption patterns are so drastically different across a single city by degrees of multipliers.  And is it even a surprise that the mansions of three and a half acres we’ve become used to viewing and vicariously living on Reality TV have been most notoriously cautioned by local Municipal Water Districts to cut the their water use drastically?  (Both Barbara Streisand and Kim Kardashian have publicly agreed to curtail their water use–“Kim takes this drought seriously;” said a representative; “she has no problem letting her grass go brown.”)

The targeted social criticism is by no means limited to the super-wealthy:

Sprinklers Running since <7AM

The steep social discrepancies in water-use have thrown into relief the divided economic structures of the city that we’ve long known about from the American Community Survey–Orange County and Palos Verde residents use respectively thee and two times the state-wide per capita daily consumption rates in February 2015–but now suggest that water wastage among the wealthy is actually undermining the public good in a clearly mappable manner.  We have long seen larger yards in specific neighborhoods, but watering practices seem to have grown out-of-hand in expropriating the public resource with obliviousness, even while we blame “nature” for a drought that is increasingly evident is indeed largely man-made, and even may as due to human nature as climate change.

LA in detail


During the summer, such deep discrepancies of daily water consumption are of course placed into even further relief in  data visualizations of local levels of consumption, reflecting an apparent rationalization of increased water usage as well as the readiness of covering rising water costs, as lower income families responded more rationally to higher water costs.


LA summer of 2014


To be sure, Northern California has done fairly well to reduce consumption from the Spring 2013–


usage change nocal


But it is also true that the aerial photographs of the ambient effects of income inequality that sent Google Earth images viral after being posted on persquaremile reveal the grey v. green dichotomy to be by no means limited to the southland–




Such a democratic appropriation of Google Earth may have paved the way for the tweeting of extravagant consumption of water that has become all too evident in some of the larger Beverly Hill yards, that can be linked to specific addresses.

The calls for greater restraint in water usage since March 2013 is far from clear in much of the greater Los Angeles area, as posters on social media have not only realized, but realized that they were able to publicly point out.


SoCal 2013-15

Both a more equitable distribution of water access and a rethinking of such deeply-lying assumptions of personal prerogative to wasting water deserve attention as Californians try to curb continued water use in a responsible manner.  We will have to tilt swords with some of the deeper espousers of a free market of deregulated water consumption, but at this point, for better or worse, deregulation has its back snugly against the wall.

And despite the reluctance of water utilities to identify wasters of boggling amounts of public water–as the Los Angeles homeowner known only as Wet Prince of Bel Air, a name won for pumping an incredible annual 11.8 million gallons during the recent drought to his estate.  The recent news that 100 residents of such wealthy Los Angeles neighborhoods as Westside have been pumping millions of gallons of water apiece has called for more effective means of recourse than twitter revenge, as such outing bears little fruit; in the light of recently passed laws against over-use of water, remote sensing technologies have been used by journalists at Reveal who are eager to even up the score:  taking advantage of   new fines assessed against excessive water use, the mapping through Digital Globe and others provides a deeper survey of water use than would be released by Los Angeles’ compliant Department of Water & Power.  Indeed, the Center for Investigate Reporting has begun to “out” high water-users by remote sensing–and publishing the maps!

Given the limits of Twitter photographs to document public instances of water overuse, the expansive indulgence of overwatering in such somewhat reclusive sites as Bel Air, perhaps inspired by droughtshaming, have used remote sensing provides a means to assess an accurate record of water-use to map the high use of water to estates to out individual culprits of over-watering, tracking the greening of their gardens by Google Earth and Digital Globe and an assessment of exactly how healthy those yards are.


Using remote sensing of the health of plants–by means of a form of remote sensing developed to detect plant health common in agricultural assessment– the Normalized Vegetation Index (NDVI) helps to pinpoint individual culprits of water over-use might be identified whose identity would be otherwise kept hidden by the county, by measuring the living vegetation that has continued its ability to absorb visible light wavelengths of light, the very ones used in photosynthesis, to create a unique dataset of those with the largest living yards in the municipality.

For the primary culprits are be identified by remote sensing of living green vegetation that remain on such sites as the heavily wooded estate that is maintained by move producer Peter Guber, part-owner of the Golden State Warriors, who indulges his wooded estate with over 2.8 million gallons of water each year, while pushing the Warriors to take up a home in San Francisco to boost their revenues.  The owner of the 42-room French-style chateau from TV’s “The Beverly Hillbillies,” former Univision CEO Jerrold Perenchio, who uses up to 6.1 million gallons each year to water his plants and gardens.  The owner of the 28,000-square-foot “Bellagio House” whose floral gardens suck up over 4.6 million gallons per year.  The technology used of combining infrared and near-infrared light by the Normalized Vegetation Index (NDVI).    The NDVI has become sufficiently refined from satellite or drone remote observation to parse and better describe water use and its impact in plants with a great precision, as is evident in the MODIS satellite maps of groundwater in the United States, and to present a highly sensitive reading of vegetation health at precise moments in time, and indeed within given parameters of health, by mapping the presence of water in plants–as one would map the presence of water in the ground.


By means of a similar remote sensing with NDVI, one can effectively map lots’ local water saturation at a scale to detect individually owned gardens such as those that Guber indulges on Lausanne Road in Bel Air–outlined below , with relative vegetative health shown in red colors, showing the highest range of the NDVI–as an accurate way to assess the extent of living vegetation, using infrared and near-infrared light to measure the local health of vegetation with amazing sensitivity, much as is familiar from global maps–but is only recently possible at such low scale thanks to Digital Globe–in ways that can not only identify individual culprits of water over-use, but presumably take them to task.

Guber's estat.png

–or the Casa Encantada owned by Garry Winnick–

Casa Encantada.png

For unlike the yellowed out areas of most of even the region of Bel Air, the bright red expanses suggest an odd over-nourishment of gardens even in a time of drought that indeed seems quite newsworthy, and is perhaps able to be viewed by Digital Globe alone.

Casa Encantada trees.png

–and can also be mapped, if with less clear-cut results, by soil moisture:

Soil Moisture.png

While such remote sensing from satellites had been confined to national regions at specific times of year,



–or used to map global differences in plant health–


–the local assessment of those who over-indulge in caring for their lawns and flowers is both something close to surveillance and perhaps a form of surveillance that recent laws about water use have sanctioned in California during our current drought.

The odd triangles and spots of green that remain in a drying out landscape in which most of the rest of us live (spot the non-arboreal light green track in the tan landscape shown below?) reveal the levels of water waste which demand to be curtailed, and are emblematic of the golf courses and overwatered farms that we’ve just begun to take stock.


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Filed under Bel Air, California drought, climate change, mapping drought, Remote Sensing

Ebola and our Nation

New fears that the infectious Ebola virus might mutate into an airborne disease have triggered deep anxieties of national safety in recent weeks–and elicited fears about national preparedness rarely–if ever–raised before the arrival of Thomas Eric Duncan at Texas Health Presbyterian in Dallas, Texas.  Those fears are insistently restated and summoned in the range of monitory posters affixed in all hospitals across the country, creating a widespread mapping of the dangers of the spread of disease far more alarmist about the possible proximities of infection than about geographic knowledge: the point is almost to suggest that this modern disease, or potential third plague, will itself transcend spatial categories of the past, for the very reason that the possibility of contagion is augmented through the connections created by airplane travel and indeed that epidemiological understanding of the danger of infection by the disease is mapped as if mediated by the vagaries of the inter-connections afforded by the networks of global airplane travel–even if infection by the disease depends on the exchange of bodily fluids.

The not-so-reassuring sign at an Oakland, CA hospital reminds viewers to remap their possible relations to the disease, and be mindful of the network of possible communication of the Ebola virus by the vector of airline flights, much like that which brought Eric Duncan to Dallas, and the interconnected nature of a disease’s communication in a globalized world.


The rise of one case of infection that spread in that hospital helped further to transform a dire health emergency located only in West Africa into a danger seeming to lie at the edges of a nation increasingly obsessed with patrolling its borderlands.  How did a virus whose expansion as a world health emergency was so sadly ignored for months as it spread in West Africa come to be re-dimensioned as a subject that, with a dose of posturing, was a concern of national security?  The answer partly lies in the steep challenge to spatially orient individuals to the possible pathways of viral infection, and to hold the fears of potentially new pathways for its contagious transmission at bay.  (The infections of two nurses exposed to the disease raised fears of the abilities that we have to contain the illness in a hospital setting early on.)   Even if concerns that Ebola virus may mutate lack much grounds, given the virus’s unchanging nature over time, the mutation of mapping the spread of a disease in West Africa to tracking possible pathways of communication outside the continent has provoked far more intense reactions than did news of the spread of the virulent disease over several previous months.

Equipped to Handle

Fear is difficult to quantify by exact metrics or measures.  But the increasing density of levels of tweeting with the term or hashtag of Ebola offers a barometer of alarm about Ebola virus’s transmission.  For the 271 million active users of Twitter exploded with 140-character pronouncements about the arrival of the infectious disease across the Atlantic, beyond the expected boundaries in which the highly infectious disease had been first tracked over several previous months.  The rapid expansion of tweets mentioning Ebola illustrates how the virus came to infiltrate (and infect) social media world-wide exploded from the first of October, when the increasing density of tweets in the United States’ 52.7 active users so drastically grew.  The twitter maps show a marked explosion mentioning or tagged #Ebola dating from the announcement an infected Thomas Eric Duncan, a Liberian-American afflicted with the Ebola virus was being treated for the disease in Dallas on September 30.  Within a week, and for the week before his recent death, the virus had migrated to national news when the arrival of a patient afflicted with Ebola in the United States had raised questions of how his arrival had not only been permitted, but how the way that Duncan had gone untreated after arriving at an emergency room in Texas Health Presbyterian in Dallas opened the avenue to the infection.  Even as confidence grew that health risks were minimized, the density of tweets that illuminated the country insistently up to just three days before his death, as if threads that so inundated the twittersphere had themselves grown so intense so as to obliterate the boundaries of the United States, so intensely exchanged were tweets to overload the mapping abilities by firing off some 6,000 tweets per minute with astounding rapidity, compared, according to Time, to a frequency of 100 tweets per minute in the days before September 30.

At the risk of attributing the nation one identity, Twitter users across the country were suddenly passing news of the virus’s arrival in the United States with newfound intensity, in ways that don’t only betray the mass-enrollment of the medium’s 48.2 million US-based users.  The electrifying confirmation of the actual arrival of an Ebola-infected patient spread throughout the country in something like a Great Fear which had been prepared for by the unrelenting news of the infectious virus’s spread across the Atlantic.  While acknowledged, the disease’s spread–or the hashtag–was less clearly an issue of the moment that merited tweeting about.

October 1 Twitter Traffic

October 2 Ebola tweets high

October 3 Twittermap

Twitter Explosion on Ebola oct 5

The mapping of geo-tagged tweets with the hashtag Ebola had dramatically mushroomed as early as October 1–or from the moment news of the arrival in Dallas of the tragically infected Duncan spread.  They register the panic generated as word got out quite quickly that the first case of infection had arrived, undetected, in the United States, not only at the Dallas airport but in Dallas itself, to a local family, in ways that seemed suddenly to confirm both the permeability of our borders and the lack of geographic remove of a virus whose infectious virulence was widely known, but appeared contained in West Africa.  While in mid-September, the extreme intensity of tweeting appears limited to the major cities in the United States, the proliferation of twittered conversations by October 1 triggered something of an information about the arrival of the term in public debate and led to issues that had no prior tie to the infectious disease.  The tweet that the CDC issued describing the spread of the disease by contact with bodily fluids —

–retweeted over 4200 times, bearing the calming words “Ebola poses no significant risk to the United States“–have been balanced by numerous alarmist tweets of the arrival of infected airplane passengers who entered the nation’s purportedly poorly guarded borders and inadequately monitored points of entry.

From a concentration of alarmed tweets largely the coasts of the continental United States, messaging proliferated after the Duncan’s identification as a case of Ebola in the Homeland with an unheard of density that overwhelmed the nation’s cyberspace and clogged up the twitter sphere in something of an information overload as Ebola became the hot topic of 140 characters.

Twitter about Ebola 9:16

October 1 Twitter Traffic

October 2 Ebola tweets high

October 3 Twittermap

Twitter Explosion on Ebola oct 5

It is interesting that while the United States was set aglow with alarmist tweets, as was England, the countries across our borders, Mexico and Canada, show relatively low traffic–as to mark the rebirth of Ebola as a national phenomenon with Duncan’s arrival, at times, by October 2-5, in a startlingly uniform manner across the nation, whose tweeting density cartographically overwhelmed registration of its own borders:  the radii of tweets expanded beyond the shorelines of the continental United States, as if registering the overwhelming nature of national attention to the virus on the internet.  If as early as this last summer, tweets had wondered, with the first news of Americans infected with Ebola to return to the US in hopes of being cured, “How many degrees of separation are between you and #Ebola?,” our friends at Fox posted a handy projection whose alarmist tone seems designed to stoke fears by casting the disease as a national problem by mapping potential treatment centers within our shores, to suggest where those afflicted with the contagious virus might be transported in due time:

Quarantine Stations

Coming shortly before the WHO declared the outbreak an “International Health Emergency” on August 8, the mapping of CDC Quarantine Stations on the nightly news recast the problem of mapping Ebola’s contagion as a problem that might be located within our shores, rather than across the Atlantic ocean.  After all, the map reoriented our attention in relation to the Ebola story as if it were now a national issue.

(The BBC map of early October 2014 that tracked the future displacement of patients that contracted Ebola virus while in West Africa showed the eventual global ramifications of the virus, before the first known case where Ebola virus was contracted in the United States, spreading new fears of transmission that involved state, local, and federal officials; it provides a strikingly poor notion of the spread of the vectors of contagion–


based as it is on a map of countries, rather than pathways of infection, and illustrates the high levels of anxieties around placing Ebola in space.)

The expanding radiation of tweets from major cities charts the emergence of a geographically removed epidemiological crisis of Ebola within the national borders of the United States around a very precise date.  From a phenomenon that was confined to major US cities on a September 28 twitter map, whose points of greatest density were confined to Baltimore and Bethesda, the New York area, Charlotte and Atlanta–

Focus Oct 28 Twittermap

September 30 provided a burst of tweets from Dallas in the center of the country, consumed by tweets–

Focus Sept 30 Dallas Explosion

–which went national by the first day of October that suggest the knitting together of the national twittersphere with new focus by Oct 2 as the entire country increasingly tweeted about the virus’ spread grew to overwhelm the messages that Americans posted on the Internet:

Focus Oct 1 Twitter Explosion National

Focus October 2 Twitter USA

The limitations on tweeting in mid-September in the United States–mostly confined earlier to the northeast and Los Angeles, as well as Texas, was truly explosive.  #Ebola developed conversations in many fronts, at the same time as it was inevitably poised to enter public discourse about the nature of the United States’ borders, until regular checks and screenings at airports and screening agents in full protective gear, poised with thermal guns to greet visitors from the most severely Ebola-stricken nations like Liberia, Sierra Leone, and Guinea, in order to detect elevated temperatures that might betray signs of the fever associated with the virus, and, should need be, placed in quarantine.  But even as attempts to start screening procedures in hospitals and airports, the fears about the invisibility of the disease, and the difficulty of detecting those infected in the earliest stages, has triggered deep-set anxieties (if not paranoid fears) into which several politicians have, however improbably, sought to tap, in ways that create a powerful new hybrid between infectious pathways and national threats.  The difficulty of screening folks who arrive in the country on all flight pathways leaving countries afflicted with Ebola–given that no U.S. Airlines actually fly to West Africa, outside of Lagos and Dakar–and that any restriction of imports to the region would paralyze local responders.  (One of the more widely diffused maps of the accelerated viral communication air flights from West Africa could encourage imagined the arrival of Ebola from Dakar to New York and Washington, DC alone, rather than Dallas.)

senegalFlightsMapJLMother Jones

A subsequent more DIY iteration of a similar map projecting the dangers of contagion from airplane flights, if one of considerably more questionable politics, imagined the multiple flight-paths, this time from Lagos as vectors of disease from Ebola-afflicted countries:


Such maps raise impossible questions of how to quarantine for Ebola linked to questions of national safety, and oddly removed from a global context in which pathways of viral communication might be charted–or the global count that now exceeds 4,000 deaths.  They have led to multiple maps of the global cases of Ebola to be charted on Wikipedia to more alarmist WordPress blogs, to come to terms with the spread of the fatal disease whose name is now on everyone’s lips–often suggesting, with the intensity of an infographic, information that is somehow being withheld or not fully released to the public.  (The rise of such self-made maps of Ebola, often using data on a Google maps template, has put it into the hands of all to act as muckrakers and unmask the new dangers of the virus’s future spread.)

The “inside story” that has developed on Ebola’s transmission have no doubt generated the spread of miniblogs about Ebola across the twitterverse.  Even the screening measures that are able to be introduced at airports, CNN reminds us, are, in the words of Laurie Garrett, author of The Coming Plague, “something to calm the nerves of the American people, the British people, the French people, and so on” as if this were a first-world problem of anxiety-control; Mary Schiavo, former Inspector General of the US Department of Transportation, dismissed them as “entirely window dressing, because we have to do something,” but have little sense of what to do at any rate.  Schiavo cautioned “there’s much more that needs to be done to keep people safe,” as if the government were being lax.  Yet for a disease that does not reveal symptoms for some three weeks after infection, the tracking of potential vectors of transmission is extremely difficult, if not impossible.  On a related front, shortly after Texas Governor Rick Perry announced at Texas Health Presbyterian that “Professionals on every level of the chain of command know what to do to minimize this potential risk to the people of Texas and this country,” mutated over the following week to a message from a Border Control agent in the Rio Grande Valley that “we might not know how to respond [my italics added].”  “Did they train up or come up with a plan to respond to this? I don’t know,” he added, spinning up new fears in the mind of the general public and linking border-mania to Ebola.  The tie between Ebola and our borders materialized the threat of the virus as a “homeland risk” in ways that prepared for its entrance into national debate; members of Congress like Rep. Duncan Hunter (R-Calif.) preposterously describe Ebola as “another instance of the federal government ignoring the ongoing problems on the U.S.-Mexico border.”

Thomas Eric Duncan’s arrival in Dallas weeks after the mapping of imagined pathways of contagion itself suggests a far more complex threats of a network of indirect flight paths than can be revealed in a map of direct flights from Dakar–and reminds us that the danger of infection on airplanes is far less than the transport of the infected.  The data overload mapped on Twitterfeeds reveals how Americans came to suddenly process their relation to a disease that had arrived on their shores, some seven months after volunteers first rushed to West Africa in hopes to contain the disease’s spread.  The delay was astounding, as was the revealing of the increasingly limited and mutable nature of the attention spans that might be measured by Twitter feeds–and the inevitably metastisization of debate about the arrival of West Africans with the disease not only by airplane–a vector of transmission long feared  as it almost inevitably hybridized with other discourses on national vulnerability.  The first warning from a border guard about the danger of Ebola entering the United States in the Rio Grande came from the suspected apprehension of an Ethiopian, so widespread was the fear of African provenance of the disease that had come to appear as if it lurked just across our borders.

Did the relative lack of tweeting on Ebola in Mexico suggest a lack of interest in the spread of Ebola there, or just the absence of how the disease so readily intersected with fears about the preservation of boundaries?

Despite the confidence of the CDC at the abilities to control and staunch the spread of the disease, a panic rapidly grew around the vulnerability that the arrival of Duncan in Dallas suddenly suggested itself across the United States.   For his illness, the story of his rejection at the hospital, and his ability to pass undetected through the Monrovia airport, beyond the fears stoked by quarantining of those with whom he had close contact, offered evidence that our borders were not secured.  The anxieties that were unleashed were either cunningly paired or themselves latched onto, as if by haphazard association, the obsession with borders in the United States, from the wall that has been constructed to keep out Mexican immigrants from the country; fear of illegal migration was openly conflated with the arrival of a threat from which the US government was insufficiently protecting its citizens.  And in a triumph of isolationist thought, talk radio foresaw that should any US soldiers be dispatched to help with the treatment of West African countries that lack an public health infrastructure, they would turn into vectors for the disease to be brought to the US, in something like a homeland security threat some even cast as a plot to inflict punishment on current residents of the United States for sins of slave-holding, linking the severity of the infectious disease in Liberia to the founding of the nation by former US slaves in a despicable bout of geographic free-association and tragicomic transhistorical whimsy.

The story of #Ebola, it was proved, not only has legs, but will travel with the rapidity of the infectious disease itself, in ways that make it the most attention-getting news item at a time when political pundits are thirsty for news stories that would be able to make a big impact and circulate.  The contrast in twitter maps over the course of just two weeks is striking, as is the spike at the time of the announcement of Duncan’s arrival on US soil:

Twittering about Ebola 9:15

Ebola on Twitter in US

October 2 Ebola tweets high

And by October 3, the United States seemed distinctly obsessed, aside from non-Twitter users in Montana:

Focus Oct 3 ExplosionOctober 3

Focus October 4 tweetmapOctober 4

Focus Radiation of Tweets Octobver 5October 5

Much of this retweeting seems to have lain not only in an understandable fear, as the knowledge grew about levels of Duncan’s compelling tragedy and inadequacy of his care, but much of the tweets were no doubt panic-inspired 140 character alarms, a condensed Great Fear in miniature, as the shock that lurked behind Duncan’s tragic history mutated into intense fears about national vulnerability and preparedness–or national safety.

The notion that Ebola should mutate from a global public health emergency to national threat seems particularly cruel, since the long-threatening virus has suddenly gained such widespread traction after being grafted onto free-floating fears for national security.  A categorical confusion occurred bout the infectious nature of Ebola, which mutated as make Ebola’s attack on the lining of internal organs suddenly gained immediacy.  Despite the concern about the future spread Ebola outbreaks historically confined to West and Central Africa, the illusion of the geographical remove of Ebola created a compartmentalization of public health responses that were suddenly, with Duncan’s arrival in the United States, been breached:

long confined to West Africa

Several public response, as manifested in Pennsylvania health posters, predictably seem considerably more measured:


But the fears of how Ebola disrupts previous models of the communication of especially virulent diseases seems to reflect how it stands to disrupt our categories of thought, breaking imagined gulfs between cultures and bridging oceanic expanse, in ways that even the utmost vigilance creates no barrier for.  And in an era when making barriers to immigration, to terrorism, and to the new nature of risk.  The readiness to install teams of officials equipped with infrared temperature guns to take the temperatures of all passengers arriving from Liberia, Sierra Leone, and Guinea is by no means a fool-proof method or one even guaranteed to detect the presence of the virus among all passengers, but the intensity of the screening procedures enacted by the CDC’s division on global migration and quarantine (who knew it existed?) to be conducted by customs and border protection officials from the Department of Homeland Security–wearing Homeland Security badges–who are already mobilized and stationed at John F. Kennedy International airport, and already invested with authority to stop and search all international travelers.  Eventually, their place is to be taken by members of the Coast Guard and eventually medical workers under contract with the government at five airports, but the men conducting the “expanded screening measures” are supervised by the Office of Homeland Security’s unit if US Customs and Border Protection.

The link was present in fear of border-crossing allowed the risk of Ebola to grow so expansively across the country.  But the breach was apparent not in the breaking of any actual national boundaries, but in the new category of the “homeland”–from airport screening to border stations to the protections that the government can offer to its residents–in a way that made no real sense, but that suddenly invested a new logic in Ebola virus that allowed it to move from the far-off to the close-at-hand.  All of a sudden, the disease acquired  a new identity as it became a “homeland risk.”

That said, we might do well to pause, even given the dangers that outbreaks of Ebola poses, over the multiple other risks for death in the nation.

causes-of-death-ebola-labels.pngBusiness Insider

For the magnification of the local risk of screening for Ebola, for all its rootedness in a deep instinct for self-protection, seems to mark a turn away from an epidemic that is already worldwide–in a dramatically misleading graphic which, while this map by AmericanXplorer13 has made its way to Wikipedia, misleadingly suggested that local transmission of the virus has spread throughout the Eurozone and to at least three states in the US.


Map of Ebola Outbreak – 1 October 2014″ by AmericanXplorer13 – Created with tools from Kartograph, released under the AGPL license

The irresponsibility of such a map, or self-made data-visualization, even though it was careful to note that no deaths from Ebola had yet occurred in several regions, almost intimated that the spread of the virus from West Africa, or out of the zone of its “widespread transmission,” had breached the barrier of containment.  Far better is the graphic from the New York Times, which transposed the same data to a far less troublesome data vis, but is so striking for how it attached a medical narrative to the two cases contracted out of Africa it described, but where the slight narratives of different coloration contrast with the anonymity of the ochre spaces that mark “Countries with Ebola outbreaks,” as if the responsibility lay with their governments.  How can one, indeed, give individual faces to the upwards of a thousand cases contracted each week.

Ebola out of AfricaNew York Times

The problem that we face of mapping the international health crisis of Ebola demands more informative ways to map the virus’s transmission.  We are in danger, even in our hospitals, of transmitting cartographies of fear that derive from a demand of soothing incoming patients’ deeply seated fears about the virus as if it might be indeed airborne–when will it mutate, and where?–instead of providing accurate information.  Indeed, the expansion of those countries included in the info graphics that confront patients in a rather hastily affixed sign taped to the welcoming desk found at the entrance of a basic hospital in northern California–where no cases have been reported as of yet, and where no Ebola treatment centers exist–dramatically magnify the precautions taken with those arriving from “countries with outbreaks,” building on the immediacy of the case of Thomas Eric Duncan in ways that seem designed more to prey upon fears than truly to calm nerves.

cartography of fear

The odd adoption of afrocentric colors in the warming poster–green, orange-yellow, and red–evoking an African flag or a Kente cloth fabric or a Rastafarian trim–both tries to remove the disease spatially as resolutely African, and to locate it as a by-product of cultural and human migration that has arrived on our shores.

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Filed under Africa, CDC, Contagious Diseases, Customs and Border Protection, Ebola, Ebola Outbreaks, Homeland Security, Mapping Disease, mapping health threats, public health, Twitter maps, Twittersphere