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Understanding and mapping the distribution and properties of coastal freshwater discharge, such as volumetric flow rate, temperature, turbidity, nutrient content, presence or absence of suspected or possible contaminants, mixing/dilution rates, etc., is useful for water resource management as well as coastal zone management. A more complete picture of freshwater discharge involves detailing land coverage and environmental factors that impact watersheds and contribute to the occurrence of known stressors (e.g., nutrients, sediment) to these near-shore coastal waters and coral reef ecosystems. Guam is uniquely suited for such research as the northern half is an island karst aquifer drained entirely by coastal springs and seeps, and the southern half is a weathered volcanic upland drained entirely by surface runoff, providing two distinct hydrogeologic provinces for a comprehensive and comparative study.
Obtaining detailed knowledge of Guam’s coastal freshwater discharge is logistically and technically challenging, and therefore costly. In recent years, the use of geospatial data, such as satellite imagery and data acquired from unmanned aerial vehicles (UAVs), has proven very useful as a complementary source of information on various ecological and hydrologic processes, such as changes in land coverage, area of sediment plumes and freshwater plumes, and changes in coral reef cover. Examples of existing geospatial datasets or sources that cover Guam and near-shore coastal waters and would be applicable for this investigation include World View 2, 3, 4; IceSat-2, Sentinel 2, Landsat 8, UAV acquired thermal IR and multispectral imagery. Taking advantage of geospatial datasets of varying resolutions and traditional in situ field data would enable researchers to characterize and model different aspects of coastal freshwater discharge, from ridge to reef.
The intent of this project is therefore to integrate multiple disciplines and techniques, including: 1) analysis of geospatial datasets to identify geological features and changes in land coverages; 2) validation of the geospatial datasets with in situ field data (e.g., soil moisture, nutrient and sediment measurement, etc.) to reconcile multiple data sources of differing resolutions to create accurate models of freshwater discharge and sedimentation of coral reefs around Guam; 3) utilization of unmanned aerial vehicles (UAVs) and various sensors (e.g, thermal infrared, multi-spectral) for mapping and analyzing coastal freshwater discharge; 4) development of a three-dimensional computational fluid dynamics (CFDs) model to provide detailed physical understanding of the nutrient/sediment transport mechanism within shallow coastal areas that contain coral reefs; and 5) ecological investigation for characterizing and evaluating impacts on coral reef ecosystems around Guam.
Building upon previous NASA, NOAA, USGS, and USEPA work, results will provide insights to effective management of island freshwater resources and coral reefs that may be applied to other islands.
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