TY - JOUR
T1 - Exposure Assessment Using Secondary Data Sources in Unconventional Natural Gas Development and Health Studies
AU - Koehler, Kirsten
AU - Ellis, J. Hugh
AU - Casey, Joan A.
AU - Manthos, David
AU - Bandeen-Roche, Karen
AU - Platt, Rutherford
AU - Schwartz, Brian S.
N1 - Funding Information:
This study was funded by the National Institute of Environmental Health Sciences Grant ES023675-01 (PI: B.S.S), training Grant ES07141 (S.G. Rasmussen), and Grant K99ES027023 (J.A.C.); the Degenstein Foundation; and the National Science Foundation Integrative Graduate Education and Research Traineeship (S.G. Rasmussen). No funders had input into the study design, conduct, data collection or analysis, or manuscript preparation. Dr. Schwartz is a Fellow of the Post Carbon Institute (PCI), serving as an informal advisor on climate, energy, and health issues. He receives no payment for this role. His research is entirely independent of PCI and is not motivated, reviewed, or funded by PCI. We thank Sara Rasmussen for her contributions to the work (Johns Hopkins Bloomberg School of Public Health); Joseph J. DeWalle (Geisinger Health System) for creating the map; John Amos (SkyTruth) for guidance with the flaring and impoundment data; and Chloe Quinlan (Johns Hopkins Bloomberg School of Public Health), Jennifer Irving, and Joshua Crisp (Geisinger Health System) for compiling the compressor data.
Publisher Copyright:
© 2018 American Chemical Society.
PY - 2018/5/15
Y1 - 2018/5/15
N2 - Studies of unconventional natural gas development (UNGD) and health have ranked participants along a gradient of geographic information system (GIS)-based activity that incorporated the distance between participants' home addresses and unconventional natural gas wells. However, studies have used different activity metrics, making result comparisons across the studies difficult. The existing studies have only incorporated wells, without accounting for other components of development (e.g., compressors, impoundments, and flaring events), for which it is often difficult to obtain reliable data but may have relevance to health. Our aims were to (1) describe, in space and time, UNGD-related compressors, impoundments, and flaring events; (2) evaluate whether and how to incorporate these into UNGD activity assessment; and (3) evaluate associations of these different approaches with mild asthma exacerbations. We identified 361 compressor stations, 1218 impoundments, and 216 locations with flaring events. A principal component analysis identified a single component that was approximately an equal mix of the metrics for compressors, impoundments, and four phases of well development (pad preparation, drilling, stimulation, and production). However, temporal coverage for impoundments and flaring data was sparse. Ultimately, we evaluated three UNGD activity metrics, including two based on the existing studies and a novel metric that included well pad development, drilling, stimulation, production, and compressor engine aspects of UNGD. The three metrics had varying magnitudes of association with mild asthma exacerbations, although the highest category of each metric (vs the lowest) was associated with the outcome.
AB - Studies of unconventional natural gas development (UNGD) and health have ranked participants along a gradient of geographic information system (GIS)-based activity that incorporated the distance between participants' home addresses and unconventional natural gas wells. However, studies have used different activity metrics, making result comparisons across the studies difficult. The existing studies have only incorporated wells, without accounting for other components of development (e.g., compressors, impoundments, and flaring events), for which it is often difficult to obtain reliable data but may have relevance to health. Our aims were to (1) describe, in space and time, UNGD-related compressors, impoundments, and flaring events; (2) evaluate whether and how to incorporate these into UNGD activity assessment; and (3) evaluate associations of these different approaches with mild asthma exacerbations. We identified 361 compressor stations, 1218 impoundments, and 216 locations with flaring events. A principal component analysis identified a single component that was approximately an equal mix of the metrics for compressors, impoundments, and four phases of well development (pad preparation, drilling, stimulation, and production). However, temporal coverage for impoundments and flaring data was sparse. Ultimately, we evaluated three UNGD activity metrics, including two based on the existing studies and a novel metric that included well pad development, drilling, stimulation, production, and compressor engine aspects of UNGD. The three metrics had varying magnitudes of association with mild asthma exacerbations, although the highest category of each metric (vs the lowest) was associated with the outcome.
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U2 - 10.1021/acs.est.8b00507
DO - 10.1021/acs.est.8b00507
M3 - Article
C2 - 29697245
AN - SCOPUS:85046548225
SN - 0013-936X
VL - 52
SP - 6061
EP - 6069
JO - Environmental Science & Technology
JF - Environmental Science & Technology
IS - 10
ER -