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Potomac River Basin Water Resources: Assessing Water Quality and Quantity in the National Capital Region Using NASA Earth ObservationsThe Potomac River Basin (PRB) is responsible for providing drinking water to over 5 million residents and plays a significant role in the health of the Chesapeake Bay. Therefore, it is important to understand the relationship between water quality, landcover, and the hydrological cycle within the PRB. The National Park Service (NPS) has monitored 37 streams within the National Park Units in Maryland, Virginia, West Virginia and Washington, D.C. This project aimed to help the NPS better understand trends in water quality to supplement their ability to monitor changes in the National Capital Region Network (NCRN). Google Earth Engine, ArcGIS Pro, R, and Python were used for data retrieval, visualization, and analysis. Earth observations included Landsat 5 TM and Landsat 8 OLI/TIRS imagery. Ancillary data included the USDA Cropland Data Layer, Climate Hazards Group InfraRed Precipitation with Station Data (CHIRPS), and soil moisture data from the Famine Early Warning Systems Network (FEWS NET) Land Data Assimilation System (FLDAS). We compared Land use/land cover (LULC), Normalized Difference Vegetation Index (NDVI), precipitation and soil moisture data to water quality data provided by the NPS at a watershed level. LULC change maps were also generated for the PRB between 2008 and 2022. We found significant correlations between precipitation, soil moisture, NDVI, and water quality. Correlations were found between certain land use types and water quality metrics, but findings varied greatly between watersheds. These insights emphasize the imperative of strategic watershed management in preserving the integrity of key aquatic systems.
Document ID
20230014443
Acquisition Source
Langley Research Center
Document Type
Other - 2023 Summer DEVELOP tech paper
Authors
Zach Kinloch
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Divina Lade
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Xavier Garcia Lopez
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Haydee Portillo
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Date Acquired
October 4, 2023
Publication Date
August 3, 2023
Subject Category
Earth Resources and Remote Sensing
Funding Number(s)
WBS: 970315.02.02.01.08
CONTRACT_GRANT: NNL16AA05C
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
Professional Review
Keywords
Landsat
FLDAS
CHIRPS
GEE
Water Quality
LULC NDVI
Hydrology
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