Tag Archives: environmental mapping

The Many Other Flints Out There

The ambling course of the Flint River has been too often misguidedly vilified as a center of the high lead levels that have created such a toxic crisis of high lead levels in the city’s water, as if to give a geographic source for its woes, rather than the aging local delivery system of its pipes.  Yet the recent suggestion that a range of older industrial towns from New Jersey to Maine to Pennsylvania are beset by similar woes create in aging urban infrasctructures nation-wide suggests it only muddies the waters to give  false specificity of the dangerous waters of the Flint River, 142 miles long.   Many of the older regions of pipes for water used lead or lead solder–some 250 schools and daycare centers nation-wide are beset by dangerous levels of lead in drinking water.  

Yet the demonization of the “dirty” river points a finger at one body of water as the source of E.Coli, neurotoxins, and lead: CNN has incorrectly identified the river as “a notorious tributary that runs through town known to locals for its filth.”  Even Flint native Michael Moore complained of how the city’s mostly African American residents were forced to drink “from the toxic Flint River,” isolating the rivers as a source of toxicity as if to delimit it as a source of public danger rather than acknowledging or adequately mapping the structural, rather than environmental, difficulties of controlling lead leeching from pipes, at the risk of neglecting the benefits of river systems in urban environments.  

And with declining spending on cleaning up lead pollutants and dangerous pipes, the infrastructure of water treatment and plumbing seems a danger of national health that disproportionately targets poorer communities, far more seriously than do drugs, terrorism or crime. If the increased malleability of lead has long encouraged its fabrication into pipes, originally by the rolled sheets by pipe-makers, the cautionary notes that were offered by the builder of second-century Rome, Vitruvius, cautioned readers of his classical architectural treatise that “Water conducted through earthen pipes is more wholesome than that through lead; indeed that conveyed in lead must be injurious, because from it white lead is obtained, and this is said to be injurious to the human system. Hence, if what is generated from it is pernicious, there can be no doubt that itself cannot be a wholesome body. This may be verified by observing the workers in lead, who are of a pallid colour; for in casting lead, the fumes from it fixing on the different members, and daily burning them, destroy the vigour of the blood; water should therefore on no account be conducted in leaden pipes if we are desirous that it should be wholesome.”  

While an aide to Michigan Governor Rick Snyder explained the disaster of contaminants by which Flint’s overwhelmingly African American residents suffered, telling the Detroit Free Press with some deception that “the people of Flint got stuck on the losing end of decisions driven by spreadsheets instead of water quality and public health”–as if they were indeed the victims of bureaucracy of the EPA.  Governor Snyder’s office concealed the longstanding awareness of the dangers lead pipes created for residents’ drinking water.  The failure of transmission of longstanding knowledge and best practices for treating the water to prevent corrosion of lead pipes is hardly a secret:  federal law stipulated its treatment with anti-corrosive agents since 2012–but such recommendations were ignored..  In a move of gas-lighting or media distraction, Snyder openly called for the state to transfer supervision of the lead-rich water to the locally elected mayor, as if this would restore responsibility to the local level.  

Yet the possibility that Flint might sue the state for allowing the city’s drinking water to reach residents laden with such high lead levels by failing to mandate corrosion-control treatments, suggest that Snyder is particularly pressed to respond adequately to the suffering Flint’s poor residents have faced.

The problem of aging lead pipes is not new.   Although the wisdom Vitruvius’ apparently sensible explanation of the declining vigor of blood among drinking  water from lead pipes doesn’t line up well with modern medicine–Vitruvius praised the better “flavor of [water] conveyed in earthen pipes, . . .  the purity of the flavor being preserved in them” (VIII.6.10-11)–the dangers of the corrosion of lead pipes is well known, and is a danger in many older urban neighborhoods.  Although when geochemist Jerome Nriagu re-ignited debate on how “lead poisoning contributed to the decline of the Roman empire” by pointing to the physiological damage on brain and kidneys of such high levels of lead consumption have may occurred among even upper classes, the immediate consequences of the increased appearance of lead in the water supplies of residents in Flint, MI has provoked real alarms about the unsafe quantity of lead for poorer residents.

 For the high rates of lead in Flint in the drinking water of some 666 houses–an eery number that suggests the mark of the beast, or the sign of the apocalypse–suggests not only the targeted nature of lead-levels among what were now largely lower class homes, where water supplies from the Flint River combined with failure to add anti-corrosives to preserve their older lead pipes.  The leaching of unprecedented quantities into the drinking water of a cluster of homes–despite the clear stipulation in federal law that 011 study on the Flint River found water from the Flint River demanded treatment with anti-corrosive agents to be a safe source for using as piped drinking water–suggests that rather than coming from a polluted river, the many cities that still have dangerously high levels of lead in drinking water across the nation–many higher than in Flint, including Cleveland, Atlantic City, Allentown, PA, or Philadeplia–decreased expenditures on lead abatement from leaded gasoline or lead paint, or for treating water carried by lead pipes, suggest a growing national health risk.

The dense distribution of older pipes that served communities in Flint, a city whose homes have largely been abandoned by the white middle class, suggests the poor conditions of the pipes that carried water to the African-American residents of the city.

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The distribution of lead-laden water in Flint raises pressing questions about the stakes of environmental pollution in an old center of automobile manufacturing, whose lead pipes rapidly corroded over time, as they have in many older cities.  the failure to treat or fix water for the older pipes meant that large quantities of the toxic substance–in once case over 10,000 parts per billion (ppb), and often over 1,000 ppb–to have leached from the city’s 5,000 lead service lines and 10,000 lines of unknown composition.  If the meander of the Flint River, which the local government shifted to its water source in 2013 an attempt to cut costs, while awaiting the delivery of water from Lake Huron–was long a site of public recreation and part of the city’s public space–

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Next City

–the healthy nature of the river was long confounded with the danger of its treatment before delivery by the city’s pipes.  Despite the higher levels  of corrosive chlorides in the Flint River, the river is far less toxic itself than the water drawn from it became as it traveled on Flint’s own pipes.  The anthropogenic nature of its poisoning by an older infrastructure of lead pipes has been so often confounded with the nature of the river’s water–occasioning the rise of #itisnottheriver–despite its own rich ecology.  The failure to calibrate the quality of the water and their fit with the city pipes however created a , even if the city was compelled to return to Detroit water after the public media attention to the increasingly toxic lead levels in Flint’ drinking water compelled discredited drinking water from the Flint River, or eating the fish caught in it.

Despite much secrecy and delayed action, the discovery of the health consequences of high lead in Flint’s water has raised continued alarms about the levels of lead in much of the United States, both in pipes and in the alarming presence of “legacy lead” form old plumbing as well as crumbling paint, leaded gasolines, and industrial waste, and the alarmingly high levels of lead-presence that is revealed in blood examinations:  nation-wide, it is estimated by the CDC that 2.5 percent of small children had elevated blood levels in 2015 above five micrograms/deciliter, running risks of stunted development and adversely effecting children’s brain development.  

The discovery of such alarming blood-levels by simple testing raises alarming questions about the nature open nature of data on water quality; the presence of high levels of blood-contamination in many American cities raise questions about how maps can best embody problems of water pollution that seem poised to plague the twenty-first century.  Indeed, a recent Reuters map about the high blood-levels lead are based only on available data, but raise compelling questions on the need for efforts to make more data present on blood-levels–as much as on the nation’s infrastructure.  The increased blood-levels of lead are difficult to map, as is the presence of lead in water.  But the compelling distributions of open data that exists on the blood-levels of lead among small children alone–who are most regularly tested, because their developmental suffering is most acute and signals the possibility of environmental pollution or contamination as “first agents.”  The result maps of older cities as Milwaukee, WI–

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REUTERS

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or South Bend, Indiana–

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REUTERS

–raises questions of the need to map the rising health risks that our older industrial infrastructures have bequeathed current generations, and the immense health costs that they are poised to create.  As much as to generate disease maps of the distribution of alarming blood-levels, can we use maps to try to take stock of the dangers in the contaminated waters that so many unknowingly drink without any warning of the presence in it of lead?  Would we not due best to test and map the danger in water, in addition to the levels of blood? How much of th negation, moreover, can we risk not testing? It is amazing that there remains no data for much of the suburban areas around South Bend IN or Chicago IL, as well as, as we shall see, among the rates of blood levels of lead among children in many cities and most regions of the nation–according to the records of the CDC, which does not require uniform testing–it is clear that-such data should exist in hospital records and be public, and may warrant a new level of public mapping efforts, akin to Missing Maps or Open Street Maps, keyed to public health. Even if water quality data is either suppressed or absent for a small region of the United States as a whole, according to CHR,

Maps are successful tools to translate unwieldly abstractions to terms to images we can  comprehend–quite complex multi-causational concepts that range from climate change to mass extinction to El Niño to world pollution and our carbon “footprint” are suddenly able to be analyzed and discussed, if not acted upon.  As well as orient us to a physical space, such maps comprehend uncertainties as climate change in graphic terms, and elegantly materialize streams of big data in fixed form, which seem underscore the complexity of our current environments.  By embodying an individual image able to capture and synthesize temporal differences of temperature across space, they focus attention on otherwise ungraspable global issues in spatial terms, by knitting the consequences of multiple causation into coherent or at least persuasive form.  But can the slippery nature of the flow of water, and the sites of its potential pollution, be effectively mapped?

In mapping “Priority Watersheds for Protection of Water Quality,” Robert L. Kellogg of the Water Conservation Services sought to do so.  Kellogg amassed a range of what would now be called big data to create a chorography of the nation that suggested how what was then Big Agra threatened to pollute some of the largest watersheds in America, to provide a “map” of their relative vulnerability.  The range of chemicals humans had introduced into the local environment, according to the Natural Resources Inventory provided a baseline of the chemicals introduced in croplands–from nitrogen from fertilizers to pounds of pesticides used–that potentially endangered local watersheds–with the result that most all of the top 400 watersheds in the country were potentially endangered.

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The chart is so filled with potentially polluted watersheds to raise the question of how quickly #NextFlint–already used in protesting the Dakota Pipeline, Indian Point, lead abatement projects, and wastewater systems, but no doubt a prominent future hashtag– arrive on Twitter.   It is almost not that helpful that Kellogg broke his distribution into risks of fertilizer runoff from fields of corn, barley, cotton, wheat and sorghum–

Fertilizer Vulnerability 1997

and pesticide leeching from fields of corn, wheat, sorghum, cotton, barley, and rice–

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since the map paints a picture of considerable risk, but one difficult to drill down into.

And although groundwater is an important source of drinking water for many, risk of pollution is notoriously difficult to tie to drinking water in a quantitative manner.  Yet the deep discolorations of the broader chorography suggest the delicate nature of our water safety because of widespread anthropogenic alterations of the agrarian environment, which almost make it difficult to distinguish nature and culture.

Variations in local water quality are far more slippery to grasp or chart with certitude–not only because of its relative nature but because of the multiplicity of anthropogenic sources of pollution used n an anthropocene world, as not only sediments, but the points at which heavy metals and carcinogens might more easily enter drinking water supplies.  It’s far more likely that the water supplies in Flint, MI–where pollution went undetected for months after a switch in water supplies precipitated the leeching of high lead-levels from pipes polluted drinking water for many of the city’s residents–is less an anomaly of poor maintenance than a case that will recur.  For Flint may provide a new standard by which the ongoing contamination of drinking water from old pipes is concealed, unmonitored, and played down by local officials, in ways that a more immediate mapping of sources of water contamination may prevent–and serve to monitor any changes in water quality.  While there is less precedent for such mapping, the regular mapping and measuring water quality may provide the only way that we can take stock–and embody–the fragile quality of clean water that leaves our cities’ taps.

If most maps of water that are issued by the government and monitored by the United States Geographical Service take stock of freshwater rivers and groundwater quality, the vast amounts of the water with which most interact arrive through pipes, filtered finished, or otherwise treated in man-made structures before it arrives in our taps.  The quality of water supplies that circulate in urban areas is particularly to map–although we map the routes of water’s delivery and the system of pipes that transport water to residences, the water that arrives for domestic or industrial use is necessary but challenging to track independently from potential sites of contamination.

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The multiplication of anthropogenic effects on water supplies proves more than challenging to synthesize, let alone to gain permission to publish.  This is not only because of the difficulty of mapping the paths of water’s flow, or the varied speeds at which water moves from different sources, or even intersects with pollutants such as run-off or industrial waste.  In ways that go far beyond mapping the pathways of water’s flow, coordinating data about where ground water supplies intersect with contaminants especially frustrate representation,  if not synthesis, in anything like a cohere system.  They are especially difficult to embody in a compelling map.  As familiar maps of air pollution, serious difficulties arise in assembling infuriation from multiple sources because of the falsification of self-reported data.  But expanding of sites of potential pollutants makes real-time data difficult to interpret, understand, or process.  Indeed, the combination of anthropogenic and biogenic effects are difficult to envision or even ascertain.   So complicated are the multiple environmental potential vectors of contamination over space to conceive and to express within a single cartographical form, indeed, one must juggle them in multiple maps, greatly complicated calculations of risk, or water purity.

This post takes a stab at suggesting the difficulty of tracking water safety with needed transparency at the same time as the number potentials sources of pollutants and contamination–not all of which are clearly or entirely anthropogenic–continue to escalate.   As we still struggle to come to terms with the Flint, MI disaster, it seems important to wrestle with the possible vectors of changes in drinking water quality before doing so in later sections of this post, after the first two sections review the challenges of directing attention to water-quality in a series of online interactive maps from the National American Water-Quality Assessment of rivers and streams developed by USGS.

1.  The multiple pathways and courses by which water arrives from rivers, streams, rainfall and aquifers are not the prime obstacles to map water quality.  Even without accounting for finished water, the increased multiplication of possible sites for its contamination by toxins are difficult to render or make clear with the desired transparency.  And it would be good to remember that a large share of the country, geographically speaking, still depends directly or indirectly on surface-water from rivers or streams, with 90% shade dark blue:

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Percentages of people whose drinking water comes directly or indirectly from rivers or streams

The static nature of even a real-time tracking of surface water quality is oddly removed from the fluid nature of water, if based on the limits of data collection:  in the set of USGS maps below, a dense scattering of inverted triangles in various stages of alerts collect local variations in levels of water temperature in a single frame of reference oddly removed from water flow.  Interactive maps in USGS WaterWatch on streamflow conditions collect points of data in a series of pointillist snapshots, keyed across a broad spectrum, that invites us to zoom into states and localities; they allow the viewer to hover over localities to survey the temperature of the national waters to tap real-time data compiled at testing sites;  we can click to access more legible real-time data in individual states.  Most often, these maps track the status of groundwater as an important national good, using local monitoring stations in order to reveal any possible surprises or signs of disturbance.

The level of access to such information serves to create an effective illusion of comprehensiveness and of transparency, augmented by its real-time data.  But does the symbolic coherence of such a tallying of data in a convincing map of the lower forty-eight obscure lacuna–from absences in states such as Nebraska or Vermont, almost blank, and are the reasons for surface-temperature change not rooted in local temperatures?  The real-time mapping of surface water temperatures collate meteorological conditions that affect surface water in ways that raise interesting questions of anomalies in surface water temperatures that might be assembled with other variables to create a comprehensive picture of the characteristics of the nation’s groundwater from its individual snapshots, to contribute to a record of its safety.

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USGS WaterWatch (click link for real-time readings)

Such a sense of comprehensiveness is communicated best by hovering over regions, and driving down into states, to more closely examine specific instances of water quality by different criteria. But the looming question of how to embody their coherence in more convincing ways for the viewer might be left as open questions for future data visualization.

Several other maps help us to consider such questions better.  The data points of real-time local levels of nitrates in surface water–albeit strikingly filled with startling blank spots and lacuna, that advertise its selectivity in agricultural regions–is striking despite the quite limited picture of water pollution it offers, due to constraints of available data feeds.

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USGS WaterQualityWatch, Nitrates (click link for real time readings)

Both are difficult as a way to grasp or process as a coherent system of flow, oddly.  For despite the usefulness to explore as repositories of data and the huge amount of data they serve to process from testing sites across the nation to a wide audience.  They raise questions of how such information might be better embodied in more effective ways, but do not even try to show water’s local flow.

Such questions seem return when we move to discharge–water-flow–although the effects of obstruction of water are clearly anthropogenic in character. Records of national distribution of real-time discharge remain compelling to navigate across drainage areas are compelling, inviting us to hover over the dot-like distribution of levels of discharge that enter surface water, whose rainbow-like spectrum note divergences from “normal” levels.  Yet if the variations in discharge suggest differences in water’s obstruction, it indicates the huge impact humans and man-made structures exert on water’s flow.

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USGS WaterQualityWatch–Discharge (click link for real-time readings)

The wonderfully informative sequence of interactive USGS charts cannot help but raise questions about what alternate real-time measurements–in addition to pH and turbulence–might be collated on open-access servers in different ways for new audiences, moreover, and how the notion about open data about water supplies might be expanded to fit current needs.  For in an era of increasing water scarcity, the servers on which open data about water quality lie might be developed in far more dynamic ways.

The rest of this post might be read as an extended reflection on that question.  An early illustration of the questions that the National Water Quality Assessment rain for this blogger is captured by a compelling image of levels of nitrates in the watershed of the Mississippi–a subject on which I’ve written earlier.  The nitrate loading of larger rivers in the United States is evident in a current USGS map of annual loading of nitrates entering the Mississippi River from its tributaries of 2014, comparable to previous years, which more clearly represents the anthropogenic impact on water quality of different watersheds–even if one wishes one could drill down more, or examine the arrival of other pollutants.  But the map’s use is particularly significant for what it tells us about the ways farmlands increasingly intersect with water quality.

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USGS/NAWQA 2014

Despite difficulties in a symbology sufficient to track water’s fluid paths nationwide, the intersection of water with potential sites of contamination which have so broadly proliferated in the modern world to imperil drinking supplies that repeated remapping cannot in itself resolve.  We can usefully model hydrologic flows from data points, but the intersection of anthropogenic and biologic and environmental contaminants demand more creative maps–as do the courses along which water flows in major rivers of the lower 48 contiguous states, scaled by average flow and sized in proportion to data gained from “gage-adjusted flow,” creating an organic map of discharge based on the National Hydrographic Database, NHDPlus v2.  Can we better track how such water picks up contaminants, mineral content, as it moves through underground paths or joins agricultural runoff, and, if so, how might such information might be better embodied a perhaps more effective way in a national database?

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American Rivers: A Graphic Pacific Institute/prepared by Matthew Heberger (2013)

2.  The maps raise questions of how to represent the relation of water to its environment.  The question might be better expressed by earlier attempts to classify comprehensive records of rivers, waterfalls and global topography, comprehended entirely through their distance or size–if only to consider what information might be most effectively integrated within its representation of the surface water used in daily life, before we move to the drinking water provided by water-finishing stations.  For the interest in mapping water was long inseparable form its embodiment in rivers, streams, and lakes, without any possibility or idea of encoding data about its quality on such massive scale as is necessitated by our water supplies.

Indeed, while rivers were long mapped as disembodied courses, in the below map of the world’s rivers, contains, and waterfalls, the transit of fluvial waters is almost quaintly isolated as an ineffective model for mapping the transit of water in the modern world to modern eyes, isolated as it is from any environmental context or relation to their physical surroundings.  In ways that seem inconceivable given the premium that maps of water now place on environmental concerns, the discreet pathways of each river is abstracted from their environmental map, and water is mapped in this famous example of synthetic maps as an elegant visual compendium  of knowledge, translating discreet mountains, rivers, glaciers, and indeed waterfalls to a coherent pictorial fictional landscape, whose coherence exists in isolation from an ecosystem.  The  compression of comparative data as an inviting landscape suggest a pristine world we have lost in the age of the anthropocene.

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Bulla and Fontana, 1828

If the viewer of such a map seems addressed as a spectator of wonders, the popular genre of a geographical pastiche aims to dominate nature by exact measurements, assembling a world not yet out of balance in a pictorial pastiche whose frame of reference can be fixed and includes only small if significant references to human presence.  A similarly unthinkable quarantining of the course of the river from immediate surroundings was continued in the “ribbon-maps” of the Mississippi, which Coloney and Fairchilds in 1866 patented as designs following the course of water, as if it were a Trip-Tik or highway:

Strip Map Ribbon of River

Today, by contrast, the variation of local levels of contamination are so great so as to be difficult–if not impossible–to define save by possible chemical and non-chemical contaminants of different levels of consequence.  But the USGS maps above raise questions of what data we openly register about water quality.  Assessment depends on tracking the presence of possible pollutants as well as finishing agents in hopes to establish some broader index of what might be accepted as “water quality,” although the criteria or algorithm for arriving at such a standard has been widely contested–creating multiple uncertainties for how a map of water quality might be credibly assembled.

Different water quality standards not only exist in different states depending on how that water is used, but drinking water standards not only vary widely but are expressed as targets or guidelines, rather than reflections of actuality–and still differ more broadly among nations in terms of levels of mineral substances, pollutants or bacterial counts.

Drinking water Contaminants

There is limited data that such maps reveal about what drinking water–the often finished water with which we daily interact.  If drinking water is far more open to far more vectors of contamination, as the case of Flint, MI has reminded us, and levels of finishing to which drinking water is subject, it is striking how much of the nation is dependent.  But this initial survey of water quality raises questions of what sorts of coherence can exist in maps of water quality, and indeed the difficulty of cartographical selectivity that one brings to any water map. Fortunately, there is an attempt to create rankings of Drinking Water Quality in the state of California, where OOEHA–the Office of Environmental Health and Health Hazard Assessment–has usefully identified eighteen contaminants in drinking water/ and ranked the quality of water across the state at different points by its own metric–but the metric of “water quality” is only as good as the criteria that it employs and adopts, and the measure of water quality by both potential exposure to contaminants and local compliance with Water Board recommendations, while a useful cudgel to increase compliance across the state, skews the purpose of the map to that end, rather than to inviting detailed drilling down into its data: publishing data on water quality is a very tricky matter, with potentially huge impacts on real estate markets, local economies, and more, and easily able to trigger public panics. The ability to drill down into data would provide a needed transparency, however, and environmental awareness.

The reduction of the uninventive datamap to select points of sampling is problematic. The map moreover reduces or limits the rankings of water quality to four, of opaque calculation, and integration of compliance as a factor, may have increased the apparent uniformity of state, where most remains a light tan to reduce alarm. In fact, the data seems massaged to make most of the highly habited regions seem fine and without cause for alarm about water quality–outside of select areas of the Central Valley, whose water quality has long been notoriously open to contamination from agribusiness as well as poor groundwater quality. Should a more dynamic map be created than what we have even from the draft version that has been provided online of what OEHHA calls “the human right to water”?

Office of Environmental Health and Health Hazard Assessment, CA (2019)

The increased awareness of the steep public health risks created by poor water, water contamination, and old pipes, has already led to an attempt to remove old plumbing in public school buildings, water fountains, and assess some water mains in urban settings. The map, produced very recently by the state of California, may set a model for future mappings of water–surely the call for submitting written comments to OEHHA suggests attempts at greater public involvement that begin from recognition of a right to clean water–

Even though the indices and metrics of water quality assessments are inconsistent, and may often be discovered to be incomplete, they provide an accessible format to monitor local water supplies, and the right to water. The range of natural and man-made contaminants entering surface water complicates tracking pollutants and potential carcinogens, particularly as a growing range of pollutants that enter groundwater supplies.   The dense risks of sites of potential water pollution across the country–mapped by Alex Parks to assess “drinking water safety” in 2015 reveals a country crowded by sources of major pollutant discharge by orange circles–indeed almost obscure the division of counties into quartiles shaded from blue to deep violet.  

Radical contrasts in Parks’ index of “water safety” offers a bird’s eye view of steep differences in groundwater purity across the country, distinct from the density of pollutants’ discharge.

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Alex Parks, ESRI Community Commons

The map bears further exploration around the region of the Great Lakes for the patchwork of drinking water “safety”, scaled from deep blue (top 25%) to violet (bottom 25%):

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Alex Parks, ESRI Community Commons

The complication of entries of pollutants into groundwater is a rough if telling shorthand of the huge differences in water quality across the lower forty-eight–especially around the Great Lakes.

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Alex Parks, ESRI Community Maps

The discrepancies in water quality across the United States that Parks calculates are provisionally created from EPA data, in a public health time-bomb waiting to explode with increased water scarcity in coming years–as it already has in Flint’s drinking water.

3.  The dangerous levels of the neurotoxin lead found in drinking water in Flint, MI created an immediate sense of the increasing contingency of drinking water supplies.  Ever since the crisis was precipitated by the switch in Flint to the water of the Flint River in April 2014, in a flawed hope to save money, we have been collectively scrambling for a way to comprehend the scale of the human disaster and the levels of human irresponsibility or failure to adequately track water quality–and indeed the reasons for the apparent readiness to suppress or conceal questions about water quality within the city, in the face of growing questions.

The very difficulty of pressing criminal charges by Michigan’s attorney general, beyond felonies of misconduct for concealing evidence, misleading regulatory officials about water-quality, and tampering with evidence of lead levels in water quality.   While the individuals in question were responsible for such monitoring, the delegation of responsibility to Stephen Bush and Michael Prisby of the Michigan Department of Water Quality for misleading local authorities goes little to remedy the terrible situation or the comprehension of criminal negligence that led lead to leach for so long into drinking water of Flint’s citizens,introducing toxins in their bodies with life-long consequences.  The inability to comprehend even the consequences of chronic health difficulties among those exposed regularly to contaminated water are frustrating in the difficulty to remedy any of this exposure–save, perhaps, not insignificantly, depression and stress, and a continuing panicked level of continued concern and terror.  The expansion of potential and needed local interventions suggests the difficulty to capture its ongoing toll.  (The $5 million currently on the table allotted to cover the costs of mental health needs in Flint barely cover ongoing depression, guilt and anxiety.)

The failure to treat the water after the switch to a different source of water revealed the manifold possibilities for neurotoxins entering drinking water with unmonitored ease in a truly nightmarish way, raising the health care costs of Flint residents and risking compromise of mental health among the 9,000 children six years of age and lower who were exposed to levels of lead in drinking water for over one year.  The outright deception of tracing the public water supplies in Flint–a deception the extended from the failure to treat the new water supplies funneled from Flint’s river to criminal failure to administer administer trustworthy tests of local water-quality in the city that would reveal a cross-section of actual water supplies for allegedly “safe” levels of lead–and even a fraudulent design to guarantee lower lead levels from tap water by suggesting residents run their water for several minutes to “flush” residual contaminants leached from pipes.

Flint Water

AP Photo/Carlos Osorio

But the selective testing used a spatial knowledge new pipe lain in the city to obscure the effects of poor water finishing.  The deception of skewing tests concealed feared or potential levels of lead in Flint’s water–and an insistence on making them appear to be safe–perhaps more criminal than the egregious negligence of not adequately treating the water in itself.  But the two are cases of the sloppy management of the provision of water, raising deep concerns of the levels of commitment and adequate oversight of domestic water not only in Flint but across the country.  Indeed, the suspiciously repeated testing of water quality in areas of new water mains to generate low lead levels massaged the statistics to conceal effects of potential negligence in not initially testing lead levels in water that actually far exceeded federal standards to suggest an inadequate monitoring to prevent the dangers of high lead levels from reaching homes.  Was this sort of negligence specific to Flint, a poorer suburb or city in Michigan,  or does it reveal a disconnect between the testing of water and the responsibility for poor judgment in switching water supplies without considering possible costs?

The case of Flint compellingly illustrates the lack of adequate local oversight, and indeed intransigence of the City Emergency Manager in addressing local concerns, adopting recommendations of health experts or scientists about blood lead levels–and indeed their timely reporting and analysis.  But it also embodies the distribution of bad water in America in compelling ways, focussed on the poorer areas of cities with older pipes.  And the mapping of blood lead levels (BLL’s) in the poorer suburb presents cases of the mismanagement of water supplies:  if we pay, in the United States and other countries, for the finishing of drinking water, the poor management of processed water in residential neighborhoods suggests a lack of adequate oversight not only for disadvantaged groups,  but the potential poor management and oversight of local water supplies or the adequate treatment of water-sources for lead pipes. Flint raises questions of the analysis of aggregate data regarding children’s blood lead levels, and indeed of the adequate control and measurement of children’s blood lead levels and exposure through water and other potential vectors of contamination nation-wide.

The tragedy of Flint, MI also raises questions about the lack of information about lead levels in water–complicated by the varied standards employed by different states–needed to better understand how many Flint’s there actually are out there, whose water quality remains to be mapped.  For if maps can effectively embody the different levels of exposure to lead from environmental sources or water pollutants, the counts of lead in water is particularly difficult to measure or map.

4.  Can we better embody the risks posed by the increased compromising of drinking water across the nation?  The problem reflects not only the increasing man-made effects of lead in built environments, but the problems of assessing and juggling the multiple vectors by which carcinogens and other debilitating toxins may increasingly enter drinking water.

We learned ten years ago that over half of the streams in the United States don’t support healthy populations of aquatic life in the lower forty-eight states from the NRSA, with high and rising levels of nitrogen and phosphorous widespread, although the data is not widely mapped and embodied in convincing ways and the presence of phosphorous is generally declining:  yet over 13,000 miles of rivers have high enough levels of neurotoxins as mercury to contaminate fish, and oxygen depletion due to nitrogen and phosphorous induced algal blooms is at risk in two out of five river and stream miles; almost half of the biological conditions in rivers and streams are far beyond or approach poor, according to the EPA’s National Rivers and Streams Assessment, which in 2013 rated 55% of 25,000 samples from 2,000 waterways to be “poor” in quality given their high levels of agricultural runoff–and some 40% to have unhealthily high levels of phosphorous–a worsening from 2004.  In its snapshot of the National Biological Condition, just slightly over a fifth of the nation’s streams were considered in”good biological condition;” the picture is not good, particularly in the Temperate Plains, Northern Appalachians, and Upper Midwest, according to the EPA’s National Rivers and Streams Assessment of 2014–

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EPA/NRSA (2014)

and the status of “wadable streams” across the country was poor, particularly in much of the eastern third of the United States in 2004, when significantly less of the national Biological Condition of stream-water was judged poor–although over two-fifths–and less than a third were judged to be “good” for biological life.

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EPA, Water and Stream Assessment (2004)

While we discount the presence of microbiological organisms in the water, whose quality was judged by the Macroinvertabrate Multimetric Index (MMI), the poor biological condition in the northeastern Eastern United States–where poor was found in almost two-thirds of streams–suggests the age of only drinking filtered water is upon us.  The considerable uncertainty of the quality of much of the water in rivers and streams raises steep questions.  It is likely to enter food supplies, if it is not difficult to keep out of finished drinking water that arrives in residential taps by filtration.

The distribution of wastewater treatment varies widely worldwide–

Ration of Wastewater treatment

GRID-Arendal, 2008, uploaded 2012

–as does the filtration of finished water, but the treatment of water in industrialized regions is necessitated by the range of pollutants introduced into water supplies.

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5. The specific case of the presence of chemical quality of Flint’s water has an immediacy that larger surveys lack, abstracted as they are from actual localities and water quality for consumers.  And it integrates any map of water quality with the possible failures of human decisions of monitoring and testing for water quality.  Indeed, the case of Flint, MI is so chilling because its local detail paint a picture of maladministration and repeated deception of a community at stunning costs.  The scope of the disastrous effects of shifting water sources indeed  only came to light because the continued clamoring for attention of local residents was able to attract laboratory testing beyond the local Health and Human Services, even after questions were raised by the appearance of Flint’s tap water, which residents were repeatedly assured was safe to drink–despite its appearance.

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Roosevelt Mitchell

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Joyce Zhu/FlintWaterStudy.org

The painful narrative of the failure to maintain adequate oversight over water quality in the city that–the failure to administer or adequately ensure the safety of Flint’s drinking water utilities–raises questions of public health safety of deeply national import.  Can they be better resolved by better maps?  The absence of open data about water contamination–and clear mapping of blood levels of lead for children across America–raises deep questions of public health monitoring across much of the United States.

The vivid presence of rusty water Flint raises clear questions about human decisions to channel water from a local river running through the city long avoided as a source of potable water and of the ability to monitor –but it also raises questions about how better to map the presence of odorless, tasteless contaminants that affect much drinking water in the United States.  Yet the absence of open data on exposure to lead in drinking water is difficult to create, if only because of the lack of open data for most states–only twenty-six out of fifty provide data to the CDC, creating a limited map for Sarah Frostenson, since CDC doest require uniformity.  But the data that is reported is sufficiently alarming in the high lead levels its shows in much of the country–CDC doesn’t require uniformity–most specifically in the northeast, an apparent time-bomb seems to have been created for high blood-levels of lead in children, despite the different metrics that each state uses to detect lead exposure–and the dramatically differing numbers of children tested in each county for lead poisoning that an interactive version of the below map reveals, in many places approaching or exceeding the ten micrograms per deciliter that the CDC now deems of significant harm–a metric downgraded from the far higher amounts tolerated in the 1970s, leading to huge variances in the limits that individual states now retain–or the considerable average 3.1 micrograms/deciliter to which residents of Flint were exposed.  The high exposure rate of over five micrograms almost reached 1%–an inexcusably high rate–in many older industrial parts of the nation.

states recoridng levels of led in children's blood

Sarah Frostenson/VOX–see interactive version here

The notable concentration of blood levels of lead found in children in the northeast and along the Mississippi is alarming–and much of the nation simply lacks adequate reported data on blood levels.  Indeed, the shifting threshold of safety that the United States government has recognized as able to reach 30 μg/dL during the 1970s, then lowered to 25, then 15, and finally 10 for the CDC, although the standard consensus is closer to 5 μg/dL.  It’s recognized that no “safe” concentration of lead in blood exists, and that the effects of any absorption of lead are irreversible, the blood lead levels for children  as low as 2 μg/dL can compromise mental aptitude.  Yet it’s estimated that some 500,000 children living in the US between  1 and 5 years of age have blood lead levels above the 5 μg/dL standard.

The absence of accurate open data on water quality and blood lead levels raises serious questions of national governance and responsibility, as pressing as the difficulties of the management of water supplies in Flint, despite the clear grievances of Flint families, and the clear absence of oversight and local suppression of evidence in Flint.  The more comprehensive mapping of risk for exposure, based on poverty levels and houses’ ages, as well as on an aging infrastructure, recently tabulated according to a methodology developed by Washington State’s Dept. of Public Health and Rad Cunningham, if not based on medical testing of lead-levels in blood, provides a terrifying glimpse of the potentials of lead poisoning nation-wide that serves as a needed wake-up call–even if the map does not record actual cases of lead poisoning.

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Mike63Wilk/CartoDB

While not based on blood levels, the map fills an absence of information about water-purity and raises questions about monitoring of water safety from environmental dangers of built environments–and hence raises the highest risks for areas around older cities, in the Midwest and East Coast alike.  As Frostenson noted, “high-risk scores don’t correlate perfectly with an individual’s chance of exposure” with certitude, and many “kids who live in the high-risk areas who might be just fine — they might live in a brand new house, for example” but there are substantially increased  risks of coming into contact with lead in aging infrastructures of urban environments such as  Chicago, New York, Newark, Los Angeles, and Miami.

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But by calculating health risk only in terms of aging infrastructure and buildings, have we  stacked the cards against urban environments by the metrics of environmental influences, and paid less attention to the conduits and exogenic pollutants that enter drinking water?

Although researchers had not anticipated such sustained environmental levels of exposure, the case of Flint remains particularly compelling both for its scale of negligence the questions in raises about the possible effects of aging infrastructures on water supplies.  The CDC estimates that nationwide 535,000 children ages 1 through 5 suffer from notable degrees of lead poisoning, and the levels of neurotoxins as lead in drinking water in houses, and in Detroit’s west side, a study found one-fifth of the children show lead poisoning in their blood, from city or home pipes, if not from the water source.  If the flaking paint introduced lead into local environment and contributes to high blood lead levels in over 24 million homes in America, the distribution of such dangerous neurotoxins in domestic lead pipes, inadequately treated water, and water delivery systems is challenging to correlate to blood tests–indeed, tests measure only lead exposure that have occurred in the past thirty days, rather than the lead that has settled in the brain, soft tissue, and bones of the human body–or mapped in compelling ways.  The carcinogen is quickly absorbed in the body to raise questions of how quickly the screening of individual subjects.  And the increased vulnerability to the absorption of lead to cognition in young subjects, and difficulties associated with pre-term pregnancy in pregnant women, suggest the variations in how lead levels affect the population at large.  And although one can use blood kits to monitor local populations, the potential promise of open data on the presence of lead in water systems, if only a partial measure of the contamination of lead in home pipes, provides a macromap of the potentials of lead exposure as well as an alarm for the possibility of irreversible harm–as well as the considerable anguish about residents’ collective exposure to high levels of ingested lead, a and their concern for having been needlessly exposed to neurotoxins.

The narrative of the continued increased lead levels in residential water in Flint places responsibility squarely on local authorities.  The problems of preventing future contamination of local or regional supplies of drinking water rest in questions of responsibility–and indeed liability–for guaranteeing public provision of safe water, with low levels of metals and industrial waste, and even naturally occurring contaminants, and suggest a sad future of the nation’s water supply.  The presence of unsafe levels of lead in local children’s blood–even after evidence of the levels of lead at risky levels of 11 ppb in Flint’s water from January-June, 2015 were learned to have existed–first validated public  state intervention in the local water supplies from last October 1, although the water was not reconnected to Detroit until mid-month.  The very words Flint’s residents use to convey distrust in tap-water–“lead water“–reveals a wariness of public authorities in drinking water, or water for showering, dishwashing or laundry that suggests a frayed social compact about local water safety.

The level of lead would be judged to exceed safety levels in other countries, such as in the nearby nation of Canada, whose occurrence did not seem to necessitate informing the general public.  Such egregious lack of transparency about lead levels in drinking water, and the skepticism initially voiced about their presence until the failure to administer corrosion control in the pipes was admitted publicly, not only delayed the decision to avoid tap water for bathing or drinking or cooking, but obscured the magnitude of the issue of environmental toxins known to be linked to developmental disorders.  While lead levels can become raised due to exposure to peeling or chipped old paint, living near point sources of environmental contamination, or working with lead, the source from Flint’s water was pronounced given low local lead levels in blood for earlier years.

Flint Journal:Jake May

Flint Journal/Jake May

The absence of clear returns on blood levels suggests a failure of government, not able to adequately monitor the safety of populations’ water supplies or inform residents in adequate fashion.

6.  The terrifying succession of events in Flint may be seen as creating a clarion call to make public water supplies’ lead content open data available in readily downloadable form meets a needed level of openness in our potentially failing utilities–and would be a needed wake up call for needed investments in older urban infrastructures.  An increased dedication to open data on water, rather than relying on municipal agencies for oversight, or imagining on how communication could be smoother between local agencies, places an onus for analyzing unfinished and finished water supplies on an open platform.  

Such a platform could allow citizens to analyze and evaluate independently and effectively prevent any irregular anomalies from being not noticed–and indeed transfer the roles of an engaged citizenry for whom results of water systems, if not local residences, are available, from tax payers whose incomes correlate to water quality.  The enormous cost of trace metals and other potential carcinogens are ones for which we all pay in the end–and the cost to society is enormous–the continued absence of transparency on water quality is inexcusable not only in the case of Flint’s bungled reaction to a steady stream of complaints about alteration in the taste, smell, and hue of the water pumped into residences over almost two years, but better materialize a problem on which there is increasing confusion–and inadequate testing, at a time of rising anger at an almost systemic failure to respond to local complaints.  

This would of course include the presence of lead in Flint’s water–so terrifying for the irreversible brain damage suffered by children exposed to drinking water with levels of lead ten times greater (or more) than the limits the Environmental Protection Agency (EPA) has recommended for over two years.  The particular poignancy of the vulnerability of children in poorer neighborhoods–the most vulnerable, as it were, and the most defenseless–seem less a limit case than a canary in the coal mine for pervasive problems of old pipes, water treatment, and drinking water supplies.   Despite clear absence of adequate oversight, and a failure to acknowledge and act on a detected absence of corrosion controls in Flint, open data updates on water quality in real-time may be one of the few things able to restore public trust in drinking water despite the deep distrust of existing monitors of water safety.   The question of liability of Flint’s environmental disaster lay with its water manager, mayor, Michigan Department of Environmental Quality and governor as well as with  EPA officials.  

The failure to respond to local knowledge of the abnormalities of the increasingly discolored and oddly smelling and tasting tap water that was commonly found in faucets in Flint’s homes, and the rashes increasingly skin on people’s skin, lies equally on the city managers who so imprudently went ahead with such a shift in water supplier without changing the additives to water supplies; the governor’s office who rejected individual complaints; and EPA authorities who discounted warnings to investigate individual claims or monitor the shift in local water suppliers, intended as a cost-cutting move that was not fully or adequately researched or monitored.  The distributed nature of liability however resulted from little transparency in lead levels:  the Michigan Department of Environmental Quality blamed old pipes, with insufficient investigation of the pipes’ stressors; the emergency manager rebuffed an offer to reconnect to Detroit’s water supply in January, 2015; the Governor’s office shunted aside the public health threat the following month; state agencies tested the water, Miguel Del Toral of the EPA realized, to underreported lead levels.

The limited adequate response to observed differences in water quality in Flint were more likely to be dismissed with concealed public awareness of levels of lead in potable water.  The recent searchable interactive visualization of lead levels across Michigan poses critical questions, indeed, of the degree to which the instance of Flint’s poor decision to divert its supplies from the Flint River was the exception.  Indeed, it doesn’t seem so, when viewed in a state-wide context, with counties shaded to reveal high levels of lead statewide that placed children at risk–whose measurements which are tabulated here.  

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Mike63Wilk/cartoDB

searchable interactive map of the state offers a start for Michigan residents to search local water qualities.  By charting the results of testing that revealed high levels of lead among children–an index of particular epidemiological value–it documents a wide distribution of lead levels that even exceed those in Flint.  Although based on a variety of tests, it suggests the possibility of multiple cities of considerably higher blood lead levels–as do early reports of potential poisoning by lead levels in water of some 5,200 homes in Ontario which have older pipes, now suggested to number in the tens of thousands, including lead pipes in some 34,000 city-owned connections out of 500,000.  Indeed, while most American cities have budgeted for a replacement cycle of pipes of 300 years, according to the National Association of Water Companies, the current estimate cuts that back to 95, according to the American Society of Civil Engineers.  

Is a huge problem of possible future sources of contamination looming on the horizon, recalling the lead poisoning from ancient aqueducts long hypothesized to be tied to the Fall of Rome?   Despite debate, the ill effects of lead were noted by engineers as far back as Vitruvius, who recommended the use of earthen pipes, rather than lead pipes, which he deemed not only “injurious to the human system,” in domestic homes; Vitruvius remembered the “pallid color” of those working in lead, concluding that the substance was sufficiently “pernicious, there can be no doubt that itself cannot be a wholesome body.”  Recent engineers have taken time to concur.  The high occurrence of lead leeching from pipes into drinking water illustrate a problem not limited to the United States, whatever slim consolation that brings.  But if some 13% of households in Toronto sampled in a Residential Lead Testing program revealed high blood lead levels exceeding the recommended ten parts per billion (10 ppb), the level lies one-third below the accepted threshold that the EPA has suggested to be safe in the United States.  

7.  The problem lies largely in the elephant in the room of aging household pipes–40,000 homes in Toronto have lead pipes–as do most cities whose water systems were installed over a hundred years ago–suggesting a common problem of urban infrastructure in Washington DC (where about half of the city’s 35,000 lead pipes were replaced, until the Great Recession of 2008), Providence RI, Greenville NC, Sebring OH, Philadelphia PA, and Chicago IL (where 900 miles of the water mains lain between 1890 and 1920 have already been replaced), among other older American cities–and has led the EPA to adjust the Lead and Copper Rule concerning replacement of lead service lines from mains to residences as of August 2015.  The cost?  It is estimated to exceed a trillion over twenty-five years by civil engineers in the ASCE, and much of that cost will probably be passed on to consumers.  In Toronto, as in other cities, this may be complicated by a reluctance to use additives that might mitigate local corrosion in urban infrastructures.  

The situation in nearby Detroit has revealed a comparably elevated percentile risk of exposure to lead paint–even if this exposure is not generated through the water.  Yet much of the city was found to lie above the 75th percentile of risk:

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Mike63Wilk/CartoDB 

Data about lead exposure in blood are far more limited, and constrained by the limited availability of data and the irregularity of blood testing:

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8.  The mapping of blood lead levels provided by the Michigan Department of Health and Human Services reveal widespread recurrence of public health concerns across southern Michigan, potentially tied to water supplies, betraying particular concentrations in urban or older once-urbanized areas, from Detroit to Albion to Battle Creek–although these could come from old paint and other toxins to which children were exposed.  Yet the clear localization suggests that a range of problems with older infrastructures, from the demolition of buildings to environmental traces of lead, reflect levels of toxins in urban environments.

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While the story in Flint will continue to play out in national news, the many other Flints out there across the state of Michigan–and across the United States–demand to be made as immediate and concrete as possible, and will way as heavily in their huge human costs.

Although the map might be criticized by its unfair profiteering from the Flint’s disaster, whose gravity it effectively minimizes by placing in the context of the multiple sites for presence of lead in older cities and urban areas across much of Michigan, a poor context to assess the systematic failure of Flint’s “emergency manager” to assess the dangers of switching water sources for the city, and the state for not responding to local complaints about water quality, and EPA for tolerating a systematic gaming of water quality tests, the map is not only a cover for Governor Rick Snyder’s policies of crisis management:  for it points to the many vectors of lead contamination that survive in a state which we must not ignore, overwhelmed and disoriented by the scope and scale of Flint’s tragedy.

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Mike Wilkinson/CartoDB

Yet the absence of alarm in Flint over time makes one wonder what a more careful and prominent mapping of lead levels in water might have revealed, and the action it might have prompted.  Despite the media attention to the failure of Flint’s authorities to adequately monitor water quality in cases delegating authority to emergency managers hoped to reduce local costs in areas of low tax-revenue, whose failure to manage the alternation of water supplies in adequate fashion–in this case, by continuing the addition of anti-corrosives to the new water–creating what has been described as the “rain of lead” in water from Flint’s pipes, effectively targeting citizens due to a government failure to provide them with treated water–a Federal Emergency, still waiting to be classified as the National Disaster that it is.  The range of reasons for lead poisoning that an older infrastructure creates–from paint chips in environment to lead in soil dust–creates a variety of vectors for poisoning, but indicates a problem widespread in water as well.  

Although levels for lead in blood were low for comparable urban areas, the rapid rise in lead-levels found in blood in Flint, which doubled over two years, indicated its basis in a human decision to switch water-sources–rather than an issue lying in the urban infrastructure alone.  The major difference–and this is why ZIP codes provide a poor proxy to compare the local incidence of high lead poisoning in Flint’s water–is clearly off-the-charts concentrations of lead in residences that rise far above allowed levels, and would in some cases qualify as toxic waste.  Indeed, the local levels of concentration at which samples of toxic water must be measured and ascertained means that any general readings of groundwater, finished water or reservoir water are suspect, and one demands local readings of water quality in a range of houses.  Whether this would ever be possible is worth asking, for it poses problems of extended oversight, even as it suggests the difficulty of tabulating water quality without individualized reporting of local results–given that individual buildings in close proximity may reveal quite radically different presence of lead.  In the case of Flint, the local variation of lead readings approaches ten-fold over relatively little space.

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The problem was not in the water’s filters–which were performing well!–but was slowly acknowledged after exposure of a considerable spike in lead in children’s blood levels forced government officials to acknowledge the crisis after repeated insistence from local authorities that “Flint water is safe to drink.”   The lack of credence that state officials assigned local complaints about the smell, strange taste, and coloration of water supplies that were tantamount to a dismissal of their local knowledge about the very household water that had arrived in their taps from the Flint River, and led the local government only in October 2014 to issue a “boil-water advisory” to cut high levels of bacteria in the water–six months before high levels of lead were reported, and months before a local automobile plant ceased to use the local water supply in manufacturing, given its corrosive effects.  

9.  The water didn’t come form a trusty source for drinking water, but lack of local communication about its dangers suggest a weird inclination to turn the other eye.  Only by September 2015 was the corrosion of pipes identified as an issue, by which time Flint residents had been exposed to high levels of lead for almost a year and a half–they were only discouraged to use the tainted water supplies in mid-October.

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Flint River, Brittany Greeson/New York Times

Would a more public mapping of water quality have clarified issues of liability, and indeed diminished the liabilities of state agencies?  

Turning the other eye to grievous issues of the disparities in urban environments and but ecologies has a long, and tragic history in America, of which Flint is the most current manifestation.  One of the greatest environmental justice issues of recent years has been the dismissal of the existence of the dangers of lead in pipes, drinking water, paint, and gasoline in poorer inner city African American and Hispanics in America.  This dismissal not only lead to a virtual acceptance of lead in 1950s America, David Rosner and Gerald Moskowitz have shown, but a failure to redress problems of urban infrastructure.  And these failures force us to realize that Flint, MI is from an outlier, but a potential eye-opener for the vectors by which environmental presence of lead has long existed in American cities.  Despite the definite failure of delegating authority to emergency managers able to circumvent city practices–as those of the addition of anti-corrosive phosphates to maintain pipes–in ways driven by consideration of tax-payers, rather than the health of citizens, open data on water would also provide a form of civic involvement in monitoring a more transparent relation to water quality of which the nation is increasingly in need.

Despite some deep skepticism for technological solutions to environmental problems, online maps provide a far more transparent basis to assess levels of environmental injustice than  available in earlier years.  The recent EPA Flint Drinking Water Response created an interactive set of maps for ready view both for lead content in drinking water and residual and trace elements of Chlorine in drinking water supplies in Flint was posted in response to the need to restore public confidence in public oversight of water supplies.  It offers the start of a  more transparent practice of instilling trust in government’s oversight of drinking water quality in our homes, in an age when the pollutants in water are being shown to be increasingly widespread and to have been irresponsibly monitored.

Lead Results Flint
Chlorine Residual Sampling Flint

EPA Flint Drinking Water Response/Data Assessment Map and Screening Map

10.   As much as the levels of lead discovered in local water supplies in Flint, MI are a failure of  government, it reveals the importance of securing open data about national drinking water supplies.  Can this be achieved, and placed online in a transparent fashion available in readily downloadable form?  Such levels of openness will be needed as a counterweight to potentially failing utilities and decaying urban infrastructures.  

The danger of regular exposure to high levels of lead leached from pipes in Flint’s drinking water system has directed needed attention to the presence of lead in other cities, including Washington, D.C., by Dr. Marc Edwards, not only to the need to better heed warnings about individual water systems from other local officials–doubts were raised about Flint’s water by Miguel Del Toral in Chicago, but ignored and quashed–but by placing online the numbers of the National Water System and an overhaul of the local sampling systems that led to a systematic minimizing of lead levels in drinking water that is particularly dangerous for brain development.  The prohibitive cost of replacing lead pipes–damage to public and private water lines in Flint, MI alone are estimated in the application for federal disaster assistance at $767 million–as well as another $200 million on health costs for treating residents exposed to lead in drinking water.   At a time when fracking threatens to contaminate public water supplies, a new level of vigilance to the risks of drinking water supplies gains special urgency:  over 7,000 municipal or public water supplies are located in close proximity to fracked wells.  

But the problems of water treatment and corroded pipes within existing municipal infrastructures are perhaps far broader.  The more immediately pressing problems may detract from the dangers posed by potential pollutants from leaking pipelines or fracked wells at this point–although the story of Flint calls timely attention to the importance of securing local water supplies, as its tortured narrative of emergency response raises questions about readiness.   The story of the widespread contamination of drinking water in Flint broke, one should remember, was about a failure of openness and public communication.  It broke only after a wary resident who suspected her child to have been poisoned by lead in her home’s drinking water personally sent samples of drinking water in her home to Dr. Edwards, a researcher at Virginia Tech.  The particularly telling clue that Edwards found was the presence of a neurotoxin in Flint’s water at levels 150-fold greater than the EPA’s established threshold discovered, triggering the arrival of water-sampling kits to concerned residents in Flint who suspected increased toxicity in their water supplies, which eventually revealed the suppression of evidence of the inadequate treatment of drinking water supplies and failure to monitor tap water adequately in the city, disregarding established National Drinking Water Standards.  

The apparent disinterest of the water utility to inform all homeowners where lead levels exceed the threshold established by the EPA of 15 ppb (parts per billion) not only created a culture of deep suspicion about municipal authorities, but, after the discovery of levels exceeding 2,000 ppb, a distrust of the deep duplicity of public evaluation of tap water or evaluation of the water’s safety by agencies hired by the city as the Professional Services Industry (PSI).  Even after the city of Flint reconnected to Detroit’s water system in October, dangerously high levels of lead had invaded drinking water over a period of years.    The sample sent to Virginia Tech from one home included 158 ppb–among the highest level of lead encounter in Flint, where the 90th percentile of measured water of tested homes was only 27 ppb–still almost twice above the recommended outer limit, although others registered 5,000 ppb, levels that the EPA considers ‘toxic waste’ and others were as high as 13,000 ppb. 

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The two dozen students and research scientists at Virginia Tech would spend the next year analyzing alarmingly high levels of lead contamination in local water supplies in Flint, MI that had begun after the city’s  emergency manager decided to stop purchasing treated water from Lake Huron, and to redirect water from the Flint River to urban water supplies without adequately treatment.  The water piped into local residences exposed poor residents to lead to a degree that the municipality and water manager were loath to admit.  While expedient, a less neighborly act was rarely performed.   Only the public release of complete data of children’s blood lead levels in Flint to news agencies prompted the city to switch back to Detroit water, but the pipes carrying potable water in the city’s infrastructure had already been so deeply and dangerously irrevocably compromised, in a blatant failure of public government that lead to indignant public protests, and only slowly occupied a prominent place in national news.  But blood levels provided the only recognized and confirmed indices that made it impossible not to acknowledge the piping of polluted water into Flint residences.

11.  Pronounced social inequities and inequalities can be usually lain out in graphics with immediate effects because of the sharp geographic divisions they reveal in government attention to the public good–illuminating deep discrepancies the pointedly local nature of public risk and the need for investment in water management, as well as real risks.  

From the actual levels of nitrogen pollution that fertilizer runoff creates along the Mississippi’s watershed–discussed below–to the water in the aging or corroded pipes of urban water supplies that have shed led into multiple municipalities’ drinking supplies. Yet readily accessible levels of chemicals within local water supplies that need to be made public open data have been far too often obscured, a problem demanding public acknowledgement.   Although the Government Accountability Office doubts that the EPA possesses sufficient resources or personnel to monitor compliance of drinking water systems and supplies in cities or rural areas, the degree of open gaming of the system by local officials to evade the reporting of high levels of toxic chemicals in drinking water reveals a level of duplicity and evasion with extremely steep costs for the nation’s drinking water supply.

The lack of specificity of high levels of lead in water to Flint that Mike Wilkinson prepared for readers who suspected that city authorities of Flint were alone in playing foul with the city’s water, pressed as they were with low revenues from taxes and a mandate to cut costs from Michigan’s governor, suggest that local decisions can’t be to blame for the widespread crisis in high lead levels in children’s blood across much of Michigan–it is searchable by ZIP–from 2012 to 2014 is not the easiest to search comparatively, but provides a useful start to illustrate the deep difficulties of public water nationwide.

12.  The problem of open data on national water supplies is not limited to leaded pipes, whatever risk the use of older pipes poses to drinking water.  Many of the most common contaminants in public well-water within the “top ten” are naturally occurring–including radium and radon gas, as well as naturally occurring arsenic, manganese, strontium, and boron, in addition to troubling levels of nitrates that are highest in the public well-water of agricultural areas–significant since public supply wells, if using surface water, serve an estimated 34% of the American population, even though the water is not considered “finished” or prepared for drinking.

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USGS

Although many of the public wells of surface water across the nation contain considerably high levels of nitrates that far exceed levels recommended by public health authorities–especially in rural areas with a considerable presence of agriculture and Big Agra–

Nitrates in Wells

Patricia Toccalino, Public Wells, USGS

–and of the especially high quantities of naturally occurring arsenic that taint many wells holding surface water for human use, often far above the recommended thresholds–

Arsenic in Wells

Toccalino and Hoople, USGS

Such a high presence of arsenic–considered by geochemist Yan Zheng the “biggest public health problem for water in the United States” and a naturally occurring but particularly stubborn taint in private wells.  Arsenic is definitely the most toxic thing we drink–it is tied to increased risks of organ malfunction and not regulated in most states.  The below point-map compiles degrees of its presence in public water supply systems on a spectrum from bright yellow and red, as befits the levels of alarm its presence raises.

The broad distribution of naturally occurring arsenic concentrations in old industrial areas as well as in California’s central valley, Idaho and Washington state is striking.  (The map is based on individual sites of wells and springs, rather than drinking water quality.)

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USGS NAWQA Study of 3,350 ground-water samples collected 1973-2001

Many such numbers remain concealed from public knowledge, and not easily accessible; private wells, moreover, are not quantified.  Yet according to USGS findings, some one if five–20%–of domestic wells in the United States actually registered at levels of at least one established carcinogenic contaminant, from radon gas to nitrates to arsenic, or unhealthy concentrations of widely recognized carcinogens whose exact levels of danger for bodily ingestion and exposure are unknown.  (Nitrate problems of this sort are present in the same proportion of wells nationwide, in some regions up to 40%.) The many  wells with danger signs for exceeding one threshold of the presence of a known carcinogen suggest a landscape that needs to be better known–in which the exact locations of potentially “toxic well-water” remain unknown.

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Although many of the public wells of surface water across the nation contain considerably high levels of nitrates that exist across the country in the Mississippi watershed.

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Nitrogen Pollution of Miss Watersheds
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Another visualization of the excess of nitrate-contamination of wells destined for drinking water nation-wide is less limited to the Mississippi, but shows higher concentrations of nitrates on the East coast, as well as in corn-growing areas (South Dakota/Kansas/northern Texas) and California, and parts of Pennsylvania and Idaho).

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The timeline of such increased concentrations can be epitomized to some extent by nitrates in California wells, for which a map of growing concentration of nitrates in drinking water 1950-2007 shows impact over time in domestic and municipal wells.

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Groundwater in CA:Contaminated

13.  An agreement to share open data on urban public water systems is long overdue–and suggests a needed level of public oversight of drinking water supplies of which we are all in need to know. The public online posting of available data on water quality will be able to give needed coherence to threats not otherwise easily calculated or understood, and all too often easily overlooked.  And if these graphics are not designed to agitate for public opposition to actually polluted waters–and highly contaminated drinking water no less–the limited attention that the need to secure clean drinking water holds in our political culture says something about the need for better public maps to call attention to the presence of critical pollutants in public water supplies, for which there is rarely a better or more succinct or convincing form of public embodiment than in maps.

Take, for example, visualizations that direct attention to the presence of actually toxic pollutants in water–think again of Flint, MI’s terrible municipal tragedy–which essentially pose a problem of political oversight and legislative monitoring.  Taxation of menstrual products are perhaps not nearly so onerous.  The openly abject visualizations illustrate the disproportionate environmental and ambient pollution–as, say, to use a national data vis, one displaying different levels of unregulated toxins in the tap-water of major cities as in fact the product of a policy decision–much as the presence of lead in the pipes in Flint, MI, where a decision was somewhere made to cease treat the water with anti-corrosives–even after University of Michigan-Flint altered the city that it had cut off water fountains at its campus in January, 2015, and add filters to others, and GM publicly announced it had ceased using Flint water on newly machined parts from October 2014.

Current E. coli risks usually can be mapped along watersheds.  But E. coli levels in Flint’s water from 2014 indicated the difficulty of taking water from the Flint River, even if anti-corrosives were not added to water supplies that would prevent lead from leaching from city pipes–not to mention the over 280 contaminated water supplies in Michigan,including the below counties with high levels of naturally occurring arsenic–even though Michigan’s surrounded by some of the largest freshwater bodies in the world.

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The intense alarming ‘red’ of poisoning echoes the instinctive sign for danger, it’s an all too common association of poisoning or peril–although the majority (about 2/3) are unregulated, there are at least 316 contaminants in the US water supply.  And although this visualization of the spread of the carcinogenic pollutant tricholoethylene that has leached into the ground and groundwater of Michigan’s Antrim County over a period of ten years, contaminating untold trillions of gallons of water in one of the largest toxic plumes in the country–the pollution from the Mount Clemens Metal Production plant is shown in a neon green that suggests its synthetic unworldliness.

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14.  Flint’s environmental disaster has rightly occupied the news’ short attention span–in part because of its failure of adequate oversight, and the inexplicable lack of oversight of government agencies.  But the poisonous plumes that have entered many local water supplies have proved less compelling forms of attention–less because of poor visualization than because of the difficulty of registering their continued prevalence.

Partly, no doubt, this is caused by the huge clean-up costs associated, which few would want to assume, as well as the reluctance to admit the public relations nightmare of culpability of the significant and ongoing environmental damage done to many local water supplies.  Most gaming of public water supplies such as occurred in Flint–and which may be far more widespread than we would like to admit–suggests a deep betrayal of public trust.  And the distribution of extremely high quantities of lead in Flint’s water system–based on the results of over 4,000 freely distributed lead testing kits provided to test drinking water reveal a quite complicated distribution, likely to be due to local pipes:  even though these tests were administered  after the city had switched back to the Detroit water from Lake Huron, and measure the sources of lead poisoning to which people continue to be exposed in Flint seems difficult to determine.

While it does suggest a less disastrous image of lead poisoning, the data map also suggests with considerable detail the complexity of locating sites where lead is in danger of leaching from pipes:  the improvident decision to stop treating the water with anti-corrosives invited the opportunity for lead to leach from pipes in neighborhoods, older homes, and possible water mains in need of replacement, but no clear distribution of exposure to lead seems to appear, as the presence of lead in water merits concern at concentrations above 14 ppb for the EPA, which recommends treatment by filters to be sufficient for lead’s presence below 150 ppb:  test-kits providers randomized results and may need further follow-ups, but the distribution of select cases of a high presence of lead in clear clusters raises pressing questions of how much the addition of anti-corrosive agents can helpt, and fears of the need to replace pipe at some mains and in a clear concentration–if the disaster appears somewhat contained if still quite pronounced, it is concentrated in quite complicated clusters, to judge by the troubling local density of those violet dots.

Michigan Radio Web

Lead poisoning remains, however, by far the most common environmental risk for children in the United States of America–and has long been so.  Indeed, the serious long-term contamination of drinking water with lead in Baltimore, from 150 to 1992, in serious degrees of lead contamination to exist in some 150,000 homes; children drank water contaminated with high concentrations of lead in Baltimore City public schools for ten years, and the drinking water supplied city’s water system was awarded a failing grade in 2000-with lead, carcinogenic Haloacetic acids, and trihalomethanes in the 90th percentile of national standards, placing the city on a boil-water alert, stemming from both the lead pipes used in older houses and partly from its proximity to agricultural runoff.

15.  We often hear about possibly carcinogens in chlorine-based cleansing agents added to  drinking water–the disinfectant by-products (DPB’s) added to drinking water or Haloacetic acids (HAA’s), byproducts of chlorination in water treatment plants–which have received some limited if increased attention from the Environmental Working Group, due to their widespread nature and potentially preventable risk.  The shock that over two-thirds of the US population receives tap water with levels of pollutants introduced to combat microbial infections suggests the perils we court by introducing such potentially steep carcinogenic risks–in a world where 70% of global industrial waste is returned to water and pollutes the available drinking supply, including refrigerants and pollutants, with the result that upwards of 50% of worldwide groundwater stands at serious risk.

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The color spectrums that indicate groundwater pollutants in dark reds offers an important tool for showing environmental dangers and registering high levels of danger and local levels of risk–although the acceptable levels of pollutants that appear in much water has not even yet been adequately defined.

Disinfectant Byproducts:HAA5 in LA

At a national level, similarly serious deep local disparities can be mapped to show steeply shifting levels of known but unregulated carcinogens such as Hexavalent Chromium forcefully reveal disparities to elicit public action for the inequalities implicit in local regulations.  They reveal the potential consequences of a national decision not to regulate potential carcinogens in local unfiltered drinking water–and the sharp disparities of where Hexavalent Chromium most pronouncedly appears.

Hexavalent Chromium in US Tap Water

The unevenness in drinking water quality demands multiple indices.

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Or one might well examine the visualization of steeply problematic extent of disparities in the levels of lead that has leached from physical construction materials in areas of New Orleans, including peeling bits of heavy metal paints, or gasoline and other products in the earth and dust, concentrated in inner city environments of older neighborhood in a “bulls-eye” pattern that has been tied to the use of leaded gasoline, and seems typical of most older cities where cars used leaded gas over sustained periods of time.

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But even in rural areas, the presence of increased concentration of nitrates in drinking water in townships of lower-density states such as Wisconsin, seem tied to the increased use of fertilizers in farming, more than to leaded gas, although it is absent from the far northern reaches, mirroring areas of densest population and residential settlement, and most intensive use of agricultural farmlands in warmer climes.

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How to map risk is never clear.  The mapping of risks of the contamination of water sources is however especially pressing, and with the multiplication of possible sources for leaching of carcinogenic chemicals and minerals into public water supplies and surface water, compiling such data in open access sources is an increasingly important issue of public health.  While the compilation of such databases is difficult and challenging, only by creating a more adequate set of interactive maps of water safety can public trust be restored in our aging infrastructures.

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Filed under health risks, industrial pollutants, mapping groundwater pollutants, public health, water safety

A New Other Green World? Mapping Algae Populations and Tracking Harmful Algae Blooms

Access to pure freshwater seems an innate right, and freshwater lakes conjure pristine landscapes.  But the twinned threats of global warming and industrial farms threaten to alter the geography of watery world in an apparently definitive fashion, as rivers, ponds, and lakes across America–and the world–have been found to be teeming with toxic algae.   In what seems to be a brazen photoshopping of photographs of the Great Lakes, the apparent aquatic “greening” of formerly fresh waters in fact carries quite sinister associations.  The abundant algal blooms in the Great Lakes recall the modern miracle of the annual greening of the Chicago River each St. Patrick’s Day, but are of much more anthropogenic origin.  Appearing at regular times and places, they raise a corner on a changing relation to the worldly environment.

But they are also–in the manner of all “offshore” events–both particularly challenging to chart or to measure by fixed or clearly demarcated lines so often employed in terrestrial maps.  Rather than being photoshoppped, the satellite maps make points difficult to interpret or decode, even if they trigger immediate danger signs of the dawn of a different world, and a quite different national map of the extent of our potable water.  They prompts questions of how to map man’s impact on the shifting environment of the Great Lakes.

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Populations of algae move with the currents of local waters, as the blooms of pools enter rivers and rush down streams, as a weirdly alien presence in water supplies that have impacted fish in many ways, and stand to impact humans as well.  As we start to chart our relation to their presence, their emergence in select spots of the US and other countries demands to be connected to one another, or placed in a causative web geographic as much as environmental.  The nature of this greening suggests a new presence of the bacteria in the world.  For Northrop Frye, the “green worlds” in Shakespeare’s plays connoted a pivot scene of action–an extra-urban environment producing to reflective individual insight of a personal nature but also a setting to overcome natural challenges that stood for inner obstacles.  The argument that Frye formulated in 1957 paralleled the earliest ecological movement–one thinks of the founding of the Nature Conservancy (1951), as well as the Wilderness Society (1935) and Defenders of Wildlife (1947), but also of the success of blocking the damming of the Colorado River at the entrance to the Grand Canyon National Park, and the fruits of many volunteers in the Civil Conservation Corps that, before the war, put many men to work on conservation projects.  The critical moment of the appearance of green algae in waters across midwestern America suggest not only an environmental challenge, which in 2011 cloaked one-sixth of Lake Erie’s surface, but prompt needed reflection on both a local and a global struggle with environmental change–linked not only to rising temperatures, but to the increasing over-saturation of nitrate-rich fertilizer in agricultural run-off.

Algae populations are not usually mapped as the populations, but the recent spread of algae in what was once called American freshwater lakes and rivers has not only generated significant media attention and concern.  For it posed problems of locally mapping of algal growth in compelling ways–not only for fishing or swimmers, but for communities and regarding the potability of water piped into public circulation.  While algal blooms are the concern of environmental studies or marine biologists, more than geographers, their inescapability as part of the impact of humans on the environment force us to include them within our spatial experience and  geographic horizons:  it is as if the very bucolic settings we had known are being reconfigured as nature, and dramatically scenographically redesigned, and their origins remain ineffectively mapped, even if they are often bounded by vague warning signs.  Where did these blooms arise, and can we relate their inland flourishing to the mapping of their marine migration?  Can they be placed, more importantly, not only in a given set of waters that are polluted, but within a web of land-use that unintentionally geographically redistributes nitrates and phosphorous so that they tip the crucial quotient of algal populations and bacteria in the waters that lie in rural areas, near to farmlands?  The abundant greening caused by rural pollutants pose a major ecological imbalance still neither comprehensively acknowledged nor assessed.

Ages before online memes circulated about dating of the anthropocene in the guise of critical thought, George Perkins Marsh declaimed the widespread environmental changes effected by human actions as anthropogenic in scope.  Back in 1860, Marsh bemoaned dangers posed to mountaintops and  deforestation and evoked the losses that were the result of dried water channels, reducing meadows to parched infertile stretches and creating sand- or silt-obstructed streams where irrigation occurred, poetically lamenting the shifting ecology which “converted thousands of leagues of shallow sea and fertile lowland into unproductive and miasmatic morasses”:  Marsh’s 1874  The Earth as Modified by Human Action was written in the hope “to suggest the possibility and the importance of the restoration of disturbed harmonies and the material improvement of waste and exhausted regions.”   It set the template for Paul Crutzen’s later dating the “anthropocene” and its diffusion as a critical concept and a form of global introspection about our environment:  and as that impact becomes ever more apparent, the recent appearance of toxic algal blooms.  Algae blooms offer one measure for mapping the advent of anthropocene.  Can one map the dawn of the anthropogenic in cartographical terms?  Actively mapping such population in freshwater and marine bodies of water are as visually striking an index as any of the impact of poorly agricultural planning and practices on living geography.  In a sort of stunning irony or counterpoint to the nosedive of the worldwide algal mass by 40% over the past sixty-five years, a huge reduction of biodiversity of marine ecosystems altering the marine food web, the appearance of algal blooms is less linked to human impact on the environment.  Could expansion of the ozone hole, and global warming, be easier to render compellingly in a graphic map, and toxic algae harder to register in compelling cartographical forms?  Or is the appearance of blooms just too overwhelmingly entangled in multiple circumstantial factors that already assume inevitability–from global warming to chemical fertilizer–that the map seems a fait accompli?

Marsh was also an active champion, of course, of a more custodial relation to the water, forest, and the land.  The problem of mapping algal blooms in a coherent or compelling manner is problematic, even though the data is there, and the visualizations in snapshots of lakeside scenes arresting.  The recent rise of “toxic algae” are, while apparently visible to Google Earth, difficult to decipher on maps, or even in satellite images, which carry ominous signs of a changing global geography with immense impacts to human and animal life alike–the effects of whose shifting bacterial populations radiate out from local ecosystems to human disease, but are rooted in a deep uncertainty that something in our bodies of water is either just out of kilter or deeply wrong.  But the hardest question is how to compel attention to these maps, which provide a basic charge for understanding and communicating how the blooms spread, as well as the networks of causation that contribute to such strikingly hued waterborne algal populations.

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This 1999 image of algal blooms off the southern coast of Devon provides a visualization of the spread of harmful blooms of toxic algae that have hurt the whales and dolphins who have ingested them, as other fish.  Dissecting data visualizations of the prominence of such toxic algae or “harmful algal blooms” in oceans or inland raises pressing questions about their nature and causation, and about the salient mechanics that might be revealed in how such blooms might be better or more clearly mapped in web-based platforms.  In an age of the omnipresence of Google Earth, or satellite views of significantly high resolution, as well as MODIS, as well as the imaging spectrometer MODIS aqua of high resolution launched in 2002, the measurement of water populations should not be difficult to define:  but the presence of algal blooms requires increasing introduction of data layers based on local detection, in ways that the surface appearance of all aquatic environments just cannot register alone.  Algae provides a case for looking at the unmapped, and mapping the sort of rapidly reproducing migrant bacterial populations in aquatic environments that are otherwise particularly difficult to detect by superficial observation–until they have already rapidly progressed or bloomed.

Algae’s presence in lakes was rarely a mapped population or identified as a species until the spread of toxic “harmful algae blooms” (HAB’s) and alarms over cyanobacteria:   algal populations have recently gone off the charts, and the explosion of their accumulated biomass has created huge alterations both in food web dynamics–and sucking off most of the oxygen in waters on which fish depend–as well as increasing the growth of bacteria that themselves pose dangers to human life, best known in the bacterial spread of the so-called “Red Tide” of Karenia brevis that flourished in ocean waters off the coast of Florida during the late 1970s–but more terrifying, and considerably more difficult to track, across the freshwater lakes, ponds, and rivers that are often sources of drinking water.  Mapping and charting the presence of bacteria in waters is notoriously difficult, born as they are by currents, weather, water-depth and amount of refuse that locally enters waters, and the alarming visuals of chromatic variations caused by algal presences in aquatic environments poses practical challenges to visually represent in maps that combine dispassionate distance and analytic engagement.

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These maps are less fun or enjoyable to read, if only because they so often bear bad news.  The adverse effects of algal blooms on local animal populations and food webs are even more difficult to track along clear analytics, although a varied range of metrics and maps–from MODIS satellite views of remote sensing to GIS plotting of specific readings to Google Earth views and aerial photographs.  Even as folks are downing Spirulina and eating Kelp, the pernicious cyanobacteria of green-blue algae blooms, The effectiveness of the beauty of mapping algae is difficult to effectively use as compelling narratives, however, whether about that danger, or in ways that overcome the difficult distaste of the un-kelp-like sludge of algal blooms, about the alarming spread of Harmful Algal Blooms (HAB’s) either off the shores of the United States or as effectively clogging food webs in its lakes.  As of 2013, health authorities issued advisories and warnings on algal blooms at 147 different sites and untold cost and environmental impact due to such harmful blooms, of which no systematic collation seems to exist.

Mapping the presence of such HAB’s is not only a question of reporting locations of efflorescence, but of mapping both the causative webs by which they seem to emerge with the deposits of phosphorous-rich fertilizer and waste in rivers and runoff, as well as mapping the impact of blooms within food webs and food-cycles, although it is often discussed primarily or solely in regard to its potential dangers to humans–given the neurotoxins that it has produced in rivers, lakes, and even waterfalls in Minnesota, as well as Michigan, Illinois, Kentucky, Pennsylvania, Vermont, Ontario, Ohio, and even the Sacramento River delta, in addition, most famously, to Lake Erie–whose shallow waters encourage algae blooms, and where locals of recently sought a joint US-Canadian agency called for the immediate imposition of fixed limits on local fertilizer use.   If over 140 sites of algal blooms are present in the bays, ponds, and lakes of New York State alone, and in many lakes across the world, the widespread occurrence of such blooms have been tied to fertilizer runoff, but their endemic presence in so many freshwater lakes have only relatively recently been systematically tied to outbreaks of disease.

Hand of HAB

Only now is the huge efflorescence of algae blooms being linked both to the production and broadcast dispersion of industrial fertilizers.  One back story that demands to be mapped is the effect of the longstanding encouragement that farmers in the United States have received to  minimize plowing of their lands, less the huge carbon mass that regularly tilled lands release not only erodes the atmosphere but degrades the soil itself; tilling costs more to pursue in a systematic way, and, especially in large farms, has been discarded as farms have shifted their equipment for tilling to a program of “no-till planting” that uses machinery to drill seeds into undisturbed soil, and scatter fertilizer atop in prepared pellet form that needn’t be entered into the soil by tilling machines–even though such pellets depend on rains to enter the soil, and up to 1.1 pounds of fertilizer per farmed acre enter rivers directly in rainwater, as a result, rather than serving to fertilize the soil, working to effectively unbalance ecosystems far beyond the bounds of farmed lands.

Harmful algae blooms’ explosive off the charts growth responds to a confluence both of high usage of fertilizer in crops and lawns, intensified by rapidly rising temperatures that foment their spread in freshwater and seawater alike:  the expansive growth of algae seems something of a by-product of our current global warming trends, as the increased summer heat provides an optimum occasion for spurts of algal growth, nourished by streamed-in phosphorous and other animal wastes, in ways that change the microbial populations of freshwater lakes.  And the world of rapidly growing algae has deep consequences for public health.  For rather than the edible sorts of seaweed, the toxicity of algae in freshwater systems is all too likely to foster bacteria-levels in human drinking water and fish that are not usually seen, making the mapping of stagnant water algae of increasing concern in much of the midwest and northeast–especially nearby sites of large-scale or industrial agriculture.  What are the best ways that algae can be mapped, or that the mapping of algae can be a proactive safeguard on the responsible stewardship of the toxicity of agricultural and lawn run-off?

The blaming of substandard practices of fertilizing soil and huge expansion of chemical fertilizers with phosphorous, combined with the increased problems of storing waste, create a new geography of pollution that renders human impact salient by the spread of an algae bloom crisis around the Great Lakes, which since 1995 have emerged in the Maumee River that feeds the Great Lakes and runs through many factory farms in these inland lakes:  increasingly, Kansas is reporting widespread algae blooms in lakes, as well as Pennsylvania and Kentucky, according to the Kentucky Department for Environmental Protection blog and which the Courier Journal describe as the first cases beyond the lower Midwest.

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Even when not toxic in nature, the problem of uncontrolled algae blooms lies in their absorption of all oxygen from the body of water in question.  The predictive maps of expansive algal blooms specifically in Lake Erie, where aerial photographic visualizations recorded the  record levels of 2011, warn of the spread of toxic blue-green algae–a harmful algal bloom (HAB), focussed on the lake’s western basin, based on the careful reading of the nutrients that flow into the lake.  The new levels of algae that have steadily increased in recent years, hark back to the algal blooms of the 1960s and 1970s in the same region of the lake.  But the blooms have recurred with a new intensity, spurred by hot weather and an increased amount of phosphorous, sewage, and manure into Ohio lakes and streams, boosting the blue-green cyanobacteria to new levels last summer that more than doubled previous years–increased by the accepted practices of broadcasting fertilizer on fields without tilling, and the reluctance of the Environmental Protection Agency to issue any warning on cyanobacteria in these waters–even after the algal blooms broke previous records in the summer of 2011–although we know that colorless odorless carcinogens like microcystins can linger long after the blooms have left.   Mapping the blooms proses a problem of going beyond geo-visualizations or aerial photography as a way of mapping the flow of bacteria and subsequent algae blooms that deoxygenate waters in an easily legible form, or linking the toxicity of blooms to set intensities.

Are we even close to cultivating the ability to read the levels of toxic agents like microcystins in algae blooms, or able to find reliable ways of transcribing their potential harmful side-effects? The specific case of Lake Erie, specific both since it is one of the densest sites of such blooms and on account of its low water-level, may itself be predictive of the danger of algal blooms in future years.

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The 2011 bloom was rapid and sudden, as is apparent in two aerial photographs of the lake snapped just five months apart, between June 1 2011 and October 5, which illustrates the blossoming of the algae under the summer’s sweltering sun:

0315-nat-ERIE_webNew York Times; source: NOAA Centers for Coastal Ocean Science; data from NASA MODIS sensor

If not a map, the green coloration of the algae highlighted the frontiers of its expansion so effectively as if to isolate that one feature within the aerial photograph.  Such local photographic “mapping” of the density of toxic algae blooms is perhaps the most compelling chart of their impact.  But the expansion of algal blooms, if similar to that covering 300 square miles in 2003,  now threatens to spread across the entire southern shore, has been closely tied to new levels of toxicity, producing liver and nerve toxins, and creating a dead-zone of oxygen-depleted fish.  If not as severe as it was in 2011, when remotely imaged by MODIS satellite revealed a particularly disturbing concentration of cyanobacteria close to Detroit and along several spots of the lake’s shore, before extending from Toledo to Cleveland in 2011.

erie-forecast-art-gmqnkink-10703gfx-erie-forecast-compare-eps MODIS Cyanobacterial

The existence of sediment in the Great Lakes revealed a distribution of particularly thick portions of algal spread, no doubt particularly notorious due to its low average depth of just 62 feet.  At the same time as Western Lake Erie continues to experience a fairly unprecedented resurgence of toxic algal blooms,  health advisories and “do not drink” orders have been issued by the state of Ohio, although Michigan, which lacks a formal monitoring program to monitor waters’ purity, has not issued any:  the current debate on the Farm Bill has led to a jeopardized program of Conservation Stewardship and fails to include controls to encourage farmer’s to monitor their effects on water quality–or even to set uniform standards for the toxicity of HAB’s to drinking water, local ecosystems, or lake life.

Algal Blooms 2012 true

Modis Green Erie

The spread of their population in the lake was visible on Google Earth:

Algea on Google Earth

The intense concentrations of algal blooms can be likewise revealed due to remote sensing of the absorption of light in the lake’s water, to image the toxicity of the most polluted of the Great Lakes. based on data from the International Space Station.

Lake Erie satellite image

Looking at lake Erie provides something of a well-mapped test case of algal blooms.  Most of the blooms are typical of the over 200 toxic blooms in the United States, due to run-off of fertilizer and manure in rivers and lakes, often carried by heavy rains, often confined to the northwest, but spreading throughout the high farming regions of the midwest, where phosphorous no doubt increasingly leaches to water supplies–leading to public health warnings and closures of lakes or beaches.  Rainfall has increased the flow of agricultural run-off and nutrient-rich storm water into rivers and lakes, providing food for algae to grow to toxic levels.  Indeed, the National Oceanic and Atmospheric Administration has developed an early detection and forecasting system for the Gulf of Mexico by using remotely sensed data to monitor harmful algal blooms beyond the Great Lakes and Chesapeake Bay–some of the largest repositories of freshwater in the United States–and in over one hundred and forty sites as of the summer of 2013.  And the clean-up of many Minnesota lakes has led to a call for reducing the use of nitrogen-rich and phosphorous-based fertilizers by some 45%, although no realistic ways for achieving the goal–which might not even be as high needed to reduce algal blooms–has been defined. The difficulty that occurred when a satellite photograph of Lake Ontario suggested a similar efflorescence of blue green algae blooms of cyanobacteria in that large body of water led an overwrought panic-attack to be voiced on Twitter, as the photograph that ostensibly boded the local arrival of an onslaught of heptatoxins, already problematic in Hamilton Bay, to have metastasized to the lake as a whole.

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But the “bloom” was a boom of plankton–mostly plankton like diatoms, and chrysophytes, dinoflagellates, in other words, which are often mistaken for blue green algae in remote sensing, although blue green algae blooms just a small amount of it, and little cyanobacteria–was an optical illusion.  The apparent errors in the imaging of algal blooms suggest a greater difficulty in its accurate mapping, and makes us rely on self-observations by water-sampling for certitude.

This is not to minimize the danger.  But only to warn of the limitations of tracing by superficial observation.  The actual potential for the sudden spread of HAB’s in the continental United States is in fact quite serious, however, as is the need for ensuring water-quality standards in many rural regions–from questions of potability to the eventuality of die-offs of fish.

blooms across USA

The interest of this very broad-scale map is the proximity of blooms to large-scale farms raising cows and pigs:  such  concentrated animal feeding operations (CAFOs) generate unduly concentrated amounts of livestock waste in precise locations–termed “liquid lagoons”–thee liners of whose storage tanks regularly leak in heavier rainstorms, creating a manure run-off from poorly regulated sites into lakes.  The EPA estimates that over half do not have Clean Water Act permits, creating deep problems of local stewardship that becomes evident in the efflorescence of toxic algae blooms–but only long after the fact–in ways that reveal the ingrown nature of poor standards of agrarian stewardship.  Living in the right town, we might see such headlines as Citizens of the Town of Lincoln, Kewaunee County are concerned that the Kinnard Farms Inc. plan to manage 70 million gallons of untreated animal waste doesn’t protect groundwater from contamination, or How Big Meat is taking over the Midwest, describing the widespread multiplication of permits for such “poo lagoons” in the landscape to hold the refuse of the 19.7 million pigs raised annually in that state alone, and the return of a booming industry in 2011.

Factory Farms Focus on Iowa?

Lying down water of such overflowing containers of animal feces creates a possibility of toxic contamination that is particularly difficult to contain–especially when fueled by an unnatural abundance of phosphorous and nitrates that has all too often been insufficiently or ineffectively tilled into agrarian lands.  The contamination of so many of Minnesota’s lakes offers a sad case in point.  The striking case of green waterfalls in Minnesota suggests something like a direct inversion of the rural picturesque–and a compelling need for new standards of river pollution or run-off, as well as intensive attention to the tilling of fertilizer so that it remains buried as much as possible underground.

Operation-Downspout-Logo

Somewhat more ecologically conscientious states, like Vermont, removed from the landscape of the factory farms, have begun to provide interactive local maps to measure and track the intensity of algal blooms, of “blue green algae tracking,” as this map recording the blossoming of green by the shores of Lake Champlain–a tourist destination–that are considerably interactive and detailed, as well as allow a considerable fine-grained detail of local reporting that are incorporated into visual overlays for ready consultation each day.

Algae by Burlington

Others, like Florida’s inland waters, have seen massive toxic algae outbreaks that have killed manatees, fish, and birds, as well as dolphins in the Indian River Lagoon, where fluorescent green slime filled the river this past summer, leading to widespread health warnings.  Of course, such a menace is not only localized:  the actual specter that is haunting the mapping of algae comes from China–where, coincidentally, few controls exist on fertilizer or greenhouse gasses, and algal blooms fill large, slow-moving rivers like the Sichuan.

220px-River_algae_Sichuan

In the course of preparation for the 2008 Olympics that the Chinese government pulled some 1,000,000 tons of green algae from the Yellow River, famously, relying on some 10,000 soldiers in the project to remove the waste, leading folks to just negotiate with algal blooms as they appear, and their relative toxicity not to be tested.

green-algae-bloom-china-lake-wading_37797_600x450

The disquiet conveyed by the images of raking algic scums off the Yellow River, or of swimmers happily standing waste-deep in the light green blankets of what looks less like fresh parsley than artificial coloring can only be viewed with the alarm that Bartholomew Cubbins witnessed the arrival of Oobleck in the Kingdom of Didd.  (We might reconsider the assumption that the last printed work in the Dr. Seuss corpus, The Lorax, was the one most directly about the physical environmental.)  Indeed, the comparisons of Oobleck to HAB’s seem unavoidable given their sudden ubiquity across so many of the changing climates of the United States and world.

220px-Oobleck_Cover

Mapping something as imaginary as Oobleck might be an apt association, if intentionally slightly ridiculous if evocative comparison, but the odd appearance of green toxic slime in freshwater deposits evokes the sudden omnipresence Oobleck quickly acquired in all Didd.

oobleck in act

The fear of self-generated Oobleck seems implicit in much literature.  Indeed, Qingdao’s 2013 summer scourge of “surf like turf” meant the arrival of what locals called “sea lettuce.”   Perhaps from the farms of Nori on Japan’s Jiangsu coast, or from irresponsible farming in China itself, the consequence of a massive failure of marine stewardship created currents of harmless-to-humans algae running toward the center of the Yellow Sea.   The blooms, given the run-off of nitrate-rich fertilizers from farms and industry, didn’t seem to threaten beaches often used as centers of tourism, but created an odd sight of bathers luxuriating in the aquatic lettuce they were told had not toxicity.  The algae are often regarded as harmless to humans.  But harmless to fish they are not:  the algae serves as a ravaging of the aquatic ecosystem:  bright green beds of algae were deemed a “large-scale algae disaster” by the Shandong province, and 19,800 tons of it cleared as it started to decompose, releasing noxious fumes of toxic hydrogen sulfide gas, at a cost of over $30 million.  The relation between harmful algae and the local ecosystem or food chain has not been fully explored to map, despite the wide ramifications of its impact on the greater food chain.

floraison-massive-algues-vertes-chine

The explosion of algae blooms has been linked to the rise of the so-called red tides in the Gulf of Mexico, has already hit our coasts as well:  southern California coast and Florida have both placed a new premium on mapping the density of algae that flourish in these warm ocean waters, which have long been worried to disrupt local ecosystems and food chains, before the toxicity of fertilizer-fueled algal blooms started to appear inland.  These tides have largely been treated as dangers to marine life, and specifically to the shellfish regularly harvested there, however, and were consequently charted and mapped in relation to water currents, salinity, and winds, to get a picture on their sources of origins of these concentrations of  dinoflagellates of reddish hue that so rapidly accumulated along the Florida coasts from purple to pink, and which seem–despite their name–to be entirely independent of tidal flows, but were toxic to birds, fish, and mammals, and potentially harmful to human beings when consumed in shellfish.  The awareness of this vector of transmission has led to the monitoring of these early HAB’s, which have disrupted fisheries along the Atlantic as far north as Maine, and, according to some were witnessed in Canada as early as 1793 in British Columbia:  but far more recent measurement of red tides in northern California, where they created a massive die-off of shellfish, the Gulf of Mexico, the Southwest Florida coast, Malaysia, Maine, and Massachusetts, killing fish, manatees, and shellfish like abalone, has led to increased NOAA alerts and concerns of respiratory irritations at beach shores.

Is such efflorescence due not only to lower rainwater that flushes the system of oceans, and increased warming, but also to the nitrate-rich outflow of fertilizer from Florida plains, and indeed the Mississippi?  The lack of tilling in larger farms, driven by the needs to produce more crops in their growing seasons, has encouraged the dispersion of high-grade fertilizer across the Midwest, most of whose runoff enters the same waters. Indeed, the inland growth of HAB’s echoes historical documentation of the approach of “red tides” that endangered shellfish and fish living along Florida’s western coast in recent decades.

The ability to survey the massive growth of Karenia brevis organisms in the warm shallow waters of Florida’s western coast, and the dangers that they posed to local fish and marine life, benefit from the extension of data and record-keeping along the Florida waters since 1954 by multiple agencies.  The data creates a context for data visualizations of the expansion of the “red tide” of HAB’s in ocean waters near to an exceptionally rich and endangered ecosystem, but also one huge stretches of whose coast falls under environmental protections for endangered species, and whose waterfront economy enjoys far greater protection than most inland lakes.  By exploiting the largest continuously recorded database of Harmful Algal Blooms in the United States–and world–we can examine the spread of sites of the Red Tide of 1979 in relation to ocean currents, which appear, based on data from Florida Marine, clearly clustered in shallower waters by the ocean coast:  maps track the abundance, intensity, and duration of growth of Karenia brevis by color, switching to rectangles for the largest, and the extent of their presence by shape-size, based on data collected on November 1979, Christmas 1979, December 20, and January 20, 1980.  They reveal the algal spreads as moving quite rapidly from being concentrated around Tampa Bay along the coast to Naples in dense brightly colored blooms that flourished for the longest time near bays, often in the shallower waters sometimes within the red line marking a distance of 18 kilometers off the coast, where they have most contact with shellfish.  The evolution of these animated static maps provides a temporary solution, based on intensive compilation of water data by the Florida Coastal Commission, but provides an exception of the degree of successful visualizations of algal presences in aquatic environments.

Nov 2 1979--Florida Marine

FLorida Marine 1979 Red Tide

Florida marine Dec 30 1979

Red Tide Expands 1979 Florida Marine

The “tide” returned in 1985 to the shallow waters off the beaches and coastal inlets of western Florida, pictured with a key of the local density of blooms which is also applicable to reading the above images, and the increased presence of blooms on New Year’s Day 1986:

Florida Marine carina 1995

Florida Marine Key

new year's day 1986

More recently, Florida’s Fish & Wildlife Research Institute charted the same coastal waters of its coasts.  By using readings that were based data for the NOAA Ocean Service and Satellite Information Service, who registered high levels of marine chlorophyll by MODIS Aqua imagery, bacteria clearly hovered especially, when present, around the Floridan shores and coves in which they multiply.  Does this suggest that they are specific to shallower, warmer waters, or more likely densest at the very point when they enter the seawater in such high concentration from the land?  Commonly known as “red tides,” these off-coastal aggregations of algae, again Karenia brevisseem largely in decline on Florida’s southwest coastal waters for the present, but had long flourished on its relative shallow ocean shelves.

Florida Fish and Wildlife HAB

Or, in October 2013,

October 2013 Florida Fish and Wildlife RI

But the bacteria and algae are focussed not so much offshore–notwithstanding the so-called Red Tides–but rather in the very estuaries and inlets where freshwater leaches out into the surrounding seas, evident in this self-reported data of algae via Google Maps, where sightings were crowded upstream the inlet of the St. Lucie St. Park Preserve, with a congestion that travelled up the course of its river.

Google Maps St. Lucie River, 2013

Indeed, the particular porousness of these offshore waters in the below engraved map, which shows a region characterized and distinguished by circulation of rivers in wetlands and estuaries, so long characteristic of Florida and much of the American south, struck early cartographers as so distinct by its density of estuaries.  The map, in the context of this blog, provides a striking contrast as Ooblek-free, even if its territory was far more submerged and coasts follow far more irregular lines.  This early eighteenth-century map–possibly 1720-30–this version courtesy of the expanding on-line collections of David Rumsey, offers the start of something like a cartographical archeology of the region, whose coves and inlets evoke a pristine Gulf of Mexico, fed by multiple rivers from the southern plains still inhabited by Native American Peoples:

Florida--part of America

Florida at that time was described by the cartographer as a “Neck of Lakes and Broken Land, surrounded by man-eating Indians, whose Straits were nourished by streams, before being included in Herman Moll’s Atlas, with its rendering of glorious irregular shorelines, inlets, and islands that suggest a Florida before the expansion of landfill and filling in of much of the southern state.   There is something akin to a raining of Oobleck in Florida, the sudden and widespread appearance of HAB’s in modern maps of different states offers a point of entry into how the map can be taken as a rendering and record of man’s impact on and relation to the land, or of how our maps of human knowledge provoke questions of how to map man’s own relation to the remaking of the environment, less by setting the benchmark of a given date, but by how  it slowly started to be filled up with lots of sorts of shit, all of human origin or introduction.  To look at the elegant bird’s eye map that John Bachmann designed of Florida, among his many images of the southern states of America of 1861, printed as a collective “Theater of War,” the mapping of the water surrounding the peninsula shows a much more clearly integrated web of land and water.  In the panorama the peninsula is colored a light green oddly reminiscent of the algal blooms, but the green land, fertile with rivers crisscrossed with estuaries and permeated by lakes where brackish waters surrounded archipelagoes of islands, each its own flourishing ecosystem, and shipping docks, suggest an interpenetration of green land and water in a settled land.

Panorama of Florida

Northrop Frye coined he notion of travel in and to the Green World as a dramatic device evoking a crucial passage, which the protagonists must survive in order to restore balance to the actual world and to the plot.  One could argue that travel to old maps, rather than being only a form of antiquarian indulgence, provides and affords something of a parallel site of reflection on our environment.  The Green World that they present is an “other world,” and a world that seems increasingly distant as our own bodies of water are polluted, and we might look back to maps to see the lived environments we are in danger of loosing–and loosing sight of.  Viewing old maps like that in Moll’s Atlas after reviewing the above data visualizations and overlays is chastening and ethical, in ways, something like returning to a site of meditation on a relation to a world we have lost, and perhaps a way to turn back the tide of inevitability that informs our relation to the mapping of algal blooms.  Whether we can restore balance to our world may seem another story, assembling a coherent map of toxic blooms of algae that recur around the world, we can map its distance to the world we knew, and ask what sort of balance lies in our own.

Straits of Florida 1720

But it is the “other world” of blooms of green algae that the run-off of industrial agriculture appears to have bequeathed that is the world that seems, for the moment, far more likely to be left with us.  Without mapping the growth of such recurrent aglal blooms, and tracking their mechanisms of causation and varying intensity–feared only to increase in an age of global warming–the other world will become our own.

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Filed under algae blooms, coastlines, Environmental Pollution, Florida coast, global warming, Great Lakes