Linking mountaintop removal mining to water quality for imperiled species using satellite data
Environmental laws need sound data to protect species and ecosystems. In 1996, a proliferation of mountaintop removal coal mines in a region home to over 50 federally protected species was approved under the Endangered Species Act. Although this type of mining can degrade terrestrial and aquatic hab...
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description | Environmental laws need sound data to protect species and ecosystems. In 1996, a proliferation of mountaintop removal coal mines in a region home to over 50 federally protected species was approved under the Endangered Species Act. Although this type of mining can degrade terrestrial and aquatic habitats, the available data and tools limited the ability to analyze spatially extensive, aggregate effects of such a program. We used two large, public datasets to quantify the relationship between mountaintop removal coal mining and water quality measures important to the survival of imperiled species at a landscape scale across Kentucky, Tennessee, Virginia, and West Virginia. We combined an annual map of the extent of surface mines in this region from 1985 to 2015 generated from Landsat satellite imagery with public water quality data collected over the same time period from 4,260 monitoring stations within the same area. The water quality data show that chronic and acute thresholds for levels of aluminum, arsenic, cadmium, conductivity, copper, lead, manganese, mercury, pH, selenium, and zinc safe for aquatic life were exceeded thousands of times between 1985 and 2015 in streams that are important to the survival and recovery of species on the Endangered Species List. Linear mixed models showed that levels of manganese, sulfate, sulfur, total dissolved solids, total suspended solids, and zinc increased by 6.73E+01 to 6.87E+05 μg/L and conductivity by 3.30E+06 μS /cm for one percent increase in the mined proportion of the area draining into a monitoring station. The proportion of a drainage area that was mined also increased the likelihood that chronic thresholds for copper, lead, and zinc required to sustain aquatic life were exceeded. Finally, the proportion of a watershed that was mined was positively related to the likelihood that a waterway would be designated as impaired under the Clean Water Act. Together these results demonstrate that the extent of mountaintop removal mining, which can be derived from public satellite data, is predictive of water quality measures important to imperiled species-effects that must be considered under environmental law. These findings and the public data used in our analyses are pertinent to ongoing re-evaluations of the effects of current mine permitting regulations to the recovery and survival of federally protected species. |
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In 1996, a proliferation of mountaintop removal coal mines in a region home to over 50 federally protected species was approved under the Endangered Species Act. Although this type of mining can degrade terrestrial and aquatic habitats, the available data and tools limited the ability to analyze spatially extensive, aggregate effects of such a program. We used two large, public datasets to quantify the relationship between mountaintop removal coal mining and water quality measures important to the survival of imperiled species at a landscape scale across Kentucky, Tennessee, Virginia, and West Virginia. We combined an annual map of the extent of surface mines in this region from 1985 to 2015 generated from Landsat satellite imagery with public water quality data collected over the same time period from 4,260 monitoring stations within the same area. The water quality data show that chronic and acute thresholds for levels of aluminum, arsenic, cadmium, conductivity, copper, lead, manganese, mercury, pH, selenium, and zinc safe for aquatic life were exceeded thousands of times between 1985 and 2015 in streams that are important to the survival and recovery of species on the Endangered Species List. Linear mixed models showed that levels of manganese, sulfate, sulfur, total dissolved solids, total suspended solids, and zinc increased by 6.73E+01 to 6.87E+05 μg/L and conductivity by 3.30E+06 μS /cm for one percent increase in the mined proportion of the area draining into a monitoring station. The proportion of a drainage area that was mined also increased the likelihood that chronic thresholds for copper, lead, and zinc required to sustain aquatic life were exceeded. Finally, the proportion of a watershed that was mined was positively related to the likelihood that a waterway would be designated as impaired under the Clean Water Act. Together these results demonstrate that the extent of mountaintop removal mining, which can be derived from public satellite data, is predictive of water quality measures important to imperiled species-effects that must be considered under environmental law. These findings and the public data used in our analyses are pertinent to ongoing re-evaluations of the effects of current mine permitting regulations to the recovery and survival of federally protected species.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0239691</identifier><identifier>PMID: 34735447</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Aluminum ; Appalachian Region ; Aquatic habitats ; Aquatic life ; Aquatic organisms ; Arsenic ; Biodiversity ; Biology and Life Sciences ; Cadmium ; Clean Water Act-US ; Coal mines ; Coal Mining ; Computer and Information Sciences ; Conductivity ; Copper ; Dissolved solids ; Drainage ; Drainage area ; Earth Sciences ; Ecology and Environmental Sciences ; Endangered & extinct species ; Endangered Species ; Environmental aspects ; Environmental law ; Environmental Monitoring ; Environmental protection ; Environmental science ; Footprints ; Landsat ; Landsat satellites ; Laws, regulations and rules ; Lead ; Manganese ; Mercury ; Mines ; Monitoring ; Mountains ; Mountaintop removal mining ; Physical Sciences ; Pollutants ; Protected species ; Protection and preservation ; Public waters ; Recovery ; Remote sensing ; Satellite data ; Satellite imagery ; Satellites ; Selenium ; Social Sciences ; Solid suspensions ; Spacecraft ; Strip mining ; Sulfates ; Sulfur ; Surface mines ; Survival ; Terrestrial ecosystems ; Terrestrial environments ; Thresholds ; Total dissolved solids ; Total suspended solids ; Water Pollutants, Chemical - antagonists & inhibitors ; Water Quality ; Water quality measurements ; Waterways ; Wildlife conservation ; Zinc</subject><ispartof>PloS one, 2021-11, Vol.16 (11), p.e0239691</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>2021 Evans et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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In 1996, a proliferation of mountaintop removal coal mines in a region home to over 50 federally protected species was approved under the Endangered Species Act. Although this type of mining can degrade terrestrial and aquatic habitats, the available data and tools limited the ability to analyze spatially extensive, aggregate effects of such a program. We used two large, public datasets to quantify the relationship between mountaintop removal coal mining and water quality measures important to the survival of imperiled species at a landscape scale across Kentucky, Tennessee, Virginia, and West Virginia. We combined an annual map of the extent of surface mines in this region from 1985 to 2015 generated from Landsat satellite imagery with public water quality data collected over the same time period from 4,260 monitoring stations within the same area. 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Finally, the proportion of a watershed that was mined was positively related to the likelihood that a waterway would be designated as impaired under the Clean Water Act. Together these results demonstrate that the extent of mountaintop removal mining, which can be derived from public satellite data, is predictive of water quality measures important to imperiled species-effects that must be considered under environmental law. These findings and the public data used in our analyses are pertinent to ongoing re-evaluations of the effects of current mine permitting regulations to the recovery and survival of federally protected species.</description><subject>Aluminum</subject><subject>Appalachian Region</subject><subject>Aquatic habitats</subject><subject>Aquatic life</subject><subject>Aquatic organisms</subject><subject>Arsenic</subject><subject>Biodiversity</subject><subject>Biology and Life Sciences</subject><subject>Cadmium</subject><subject>Clean Water Act-US</subject><subject>Coal mines</subject><subject>Coal Mining</subject><subject>Computer and Information Sciences</subject><subject>Conductivity</subject><subject>Copper</subject><subject>Dissolved solids</subject><subject>Drainage</subject><subject>Drainage area</subject><subject>Earth Sciences</subject><subject>Ecology and Environmental Sciences</subject><subject>Endangered & extinct species</subject><subject>Endangered Species</subject><subject>Environmental aspects</subject><subject>Environmental law</subject><subject>Environmental Monitoring</subject><subject>Environmental protection</subject><subject>Environmental science</subject><subject>Footprints</subject><subject>Landsat</subject><subject>Landsat satellites</subject><subject>Laws, regulations and rules</subject><subject>Lead</subject><subject>Manganese</subject><subject>Mercury</subject><subject>Mines</subject><subject>Monitoring</subject><subject>Mountains</subject><subject>Mountaintop removal mining</subject><subject>Physical Sciences</subject><subject>Pollutants</subject><subject>Protected species</subject><subject>Protection and preservation</subject><subject>Public waters</subject><subject>Recovery</subject><subject>Remote sensing</subject><subject>Satellite data</subject><subject>Satellite imagery</subject><subject>Satellites</subject><subject>Selenium</subject><subject>Social Sciences</subject><subject>Solid suspensions</subject><subject>Spacecraft</subject><subject>Strip mining</subject><subject>Sulfates</subject><subject>Sulfur</subject><subject>Surface mines</subject><subject>Survival</subject><subject>Terrestrial ecosystems</subject><subject>Terrestrial environments</subject><subject>Thresholds</subject><subject>Total dissolved solids</subject><subject>Total suspended solids</subject><subject>Water Pollutants, Chemical - antagonists & inhibitors</subject><subject>Water Quality</subject><subject>Water quality measurements</subject><subject>Waterways</subject><subject>Wildlife 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mountaintop removal mining to water quality for imperiled species using satellite data</title><author>Evans, Michael J ; Kay, Kathryn ; Proctor, Chelsea ; Thomas, Christian J ; Malcom, Jacob W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-45481539806f23df5d7d8c2ed1b4d26dea867926b59dbc3481a46315434f05313</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aluminum</topic><topic>Appalachian Region</topic><topic>Aquatic habitats</topic><topic>Aquatic life</topic><topic>Aquatic organisms</topic><topic>Arsenic</topic><topic>Biodiversity</topic><topic>Biology and Life Sciences</topic><topic>Cadmium</topic><topic>Clean Water Act-US</topic><topic>Coal mines</topic><topic>Coal Mining</topic><topic>Computer and Information Sciences</topic><topic>Conductivity</topic><topic>Copper</topic><topic>Dissolved solids</topic><topic>Drainage</topic><topic>Drainage 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One</addtitle><date>2021-11-04</date><risdate>2021</risdate><volume>16</volume><issue>11</issue><spage>e0239691</spage><pages>e0239691-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Environmental laws need sound data to protect species and ecosystems. In 1996, a proliferation of mountaintop removal coal mines in a region home to over 50 federally protected species was approved under the Endangered Species Act. Although this type of mining can degrade terrestrial and aquatic habitats, the available data and tools limited the ability to analyze spatially extensive, aggregate effects of such a program. We used two large, public datasets to quantify the relationship between mountaintop removal coal mining and water quality measures important to the survival of imperiled species at a landscape scale across Kentucky, Tennessee, Virginia, and West Virginia. We combined an annual map of the extent of surface mines in this region from 1985 to 2015 generated from Landsat satellite imagery with public water quality data collected over the same time period from 4,260 monitoring stations within the same area. The water quality data show that chronic and acute thresholds for levels of aluminum, arsenic, cadmium, conductivity, copper, lead, manganese, mercury, pH, selenium, and zinc safe for aquatic life were exceeded thousands of times between 1985 and 2015 in streams that are important to the survival and recovery of species on the Endangered Species List. Linear mixed models showed that levels of manganese, sulfate, sulfur, total dissolved solids, total suspended solids, and zinc increased by 6.73E+01 to 6.87E+05 μg/L and conductivity by 3.30E+06 μS /cm for one percent increase in the mined proportion of the area draining into a monitoring station. The proportion of a drainage area that was mined also increased the likelihood that chronic thresholds for copper, lead, and zinc required to sustain aquatic life were exceeded. Finally, the proportion of a watershed that was mined was positively related to the likelihood that a waterway would be designated as impaired under the Clean Water Act. Together these results demonstrate that the extent of mountaintop removal mining, which can be derived from public satellite data, is predictive of water quality measures important to imperiled species-effects that must be considered under environmental law. These findings and the public data used in our analyses are pertinent to ongoing re-evaluations of the effects of current mine permitting regulations to the recovery and survival of federally protected species.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>34735447</pmid><doi>10.1371/journal.pone.0239691</doi><tpages>e0239691</tpages><orcidid>https://orcid.org/0000-0001-9048-6611</orcidid><oa>free_for_read</oa></addata></record> |
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recordid | cdi_plos_journals_2593589523 |
source | Public Library of Science (PLoS) Journals Open Access; MEDLINE; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Aluminum Appalachian Region Aquatic habitats Aquatic life Aquatic organisms Arsenic Biodiversity Biology and Life Sciences Cadmium Clean Water Act-US Coal mines Coal Mining Computer and Information Sciences Conductivity Copper Dissolved solids Drainage Drainage area Earth Sciences Ecology and Environmental Sciences Endangered & extinct species Endangered Species Environmental aspects Environmental law Environmental Monitoring Environmental protection Environmental science Footprints Landsat Landsat satellites Laws, regulations and rules Lead Manganese Mercury Mines Monitoring Mountains Mountaintop removal mining Physical Sciences Pollutants Protected species Protection and preservation Public waters Recovery Remote sensing Satellite data Satellite imagery Satellites Selenium Social Sciences Solid suspensions Spacecraft Strip mining Sulfates Sulfur Surface mines Survival Terrestrial ecosystems Terrestrial environments Thresholds Total dissolved solids Total suspended solids Water Pollutants, Chemical - antagonists & inhibitors Water Quality Water quality measurements Waterways Wildlife conservation Zinc |
title | Linking mountaintop removal mining to water quality for imperiled species using satellite data |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-04T03%3A32%3A35IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Linking%20mountaintop%20removal%20mining%20to%20water%20quality%20for%20imperiled%20species%20using%20satellite%20data&rft.jtitle=PloS%20one&rft.au=Evans,%20Michael%20J&rft.date=2021-11-04&rft.volume=16&rft.issue=11&rft.spage=e0239691&rft.pages=e0239691-&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0239691&rft_dat=%3Cgale_plos_%3EA681288089%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2593589523&rft_id=info:pmid/34735447&rft_galeid=A681288089&rft_doaj_id=oai_doaj_org_article_48b727d3cb244cd2a545562a87a92ceb&rfr_iscdi=true |