title: Unmanned aerial vehicles for the assessment and monitoring of environmental contamination: An example from coal ash spills.
abstract: Unmanned aerial vehicles (UAVs) offer new opportunities to monitor pollution and provide valuable information to support remediation. Their low-cost, ease of use, and rapid deployment capability make them ideal for environmental emergency response. Here we present a UAV-based study of the third largest coal ash spill in the United States. Coal ash from coal combustion is a toxic industrial waste material present worldwide. Typically stored in settling ponds in close proximity to waterways, coal ash poses significant risk to the environment and drinking water supplies from both chronic contamination of surface and ground water and catastrophic pond failure. We sought to provide an independent estimate of the volume of coal ash and contaminated water lost during the rupture of the primary coal ash pond at the Dan River Steam Station in Eden, NC, USA and to demonstrate the feasibility of using UAVs to rapidly respond to and measure the volume of spills from ponds or containers that are open to the air. Using structure-from-motion (SfM) imagery analysis techniques, we reconstructed the 3D structure of the pond bottom after the spill, used historical imagery to estimate the pre-spill waterline, and calculated the volume of material lost. We estimated a loss of 66,245 ± 5678 m3of ash and contaminated water. The technique used here allows rapid response to environmental emergencies and quantification of their impacts at low cost, and these capabilities will make UAVs a central tool in environmental planning, monitoring, and disaster response.
authors: Department of Biology, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, NC 27109, USA; Center for Energy, Environment, and Sustainability, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, NC 27109, USA. Electronic address: messmc9@wfu.edu.
authors: Max
authors: M
authors: Messinger
authors: Department of Biology, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, NC 27109, USA; Center for Energy, Environment, and Sustainability, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, NC 27109, USA.
authors: Miles
authors: M
authors: Silman
mesh_terms: D000401:Aircraft; D055884:Chemical Hazard Release; D003031:Coal / Q000032:analysis; D060729:Coal Ash / Q000032:analysis*; D004784:Environmental Monitoring / Q000295:instrumentation / Q000379:methods*; D009657:North Carolina; D058998:Remote Sensing Technology / Q000295:instrumentation; D045483:Rivers / Q000737:chemistry; D014874:Water Pollutants, Chemical / Q000032:analysis*; D014881:Water Supply / Q000592:standards
chemical_list: D003031:Coal; D060729:Coal Ash; D014874:Water Pollutants, Chemical
keywords: Coal ash; Pollution monitoring; SfM; Spill monitoring; Structure-from-motion; UAV; Unmanned aerial vehicles; Unmanned aircraft