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Hilo Bay Water Resources: Monitoring Water Quality in Hilo Bay, Hawaii to Support Future Community PlanningDesignated as an impaired body of water by both state and federal water quality standards, Hilo Bay, Hawaiʻi is highly susceptible to brown water, a condition where the water becomes murky and is associated with excess levels of bacteria, contaminants, and nutrients. A breakwater in Hilo Bay, which was established to protect Hilo town from tsunamis, interferes with water circulation and prolongs the presence of brown water in the bay. The State of Hawaiʻi issues brown water advisories (BWAs) following flash flood warnings, sewage spills, and other events to indicate a public health concern for those who use Hilo Bay for recreation, cultural purposes, and fishing. Due to the elevated public health risk and ecosystem disturbance that brown water poses to Hilo Bay, we partnered with the Hawaiʻi County Office of Sustainability, Climate, Equity, and Resilience (OSCER) to examine the feasibility of using Earth observations (EO) to monitor water quality in the Hilo Bay region. We leveraged data from Sentinel-2 Multispectral Instrument (MSI), Landsat 8 Operational Land Imager (OLI), Landsat 9 OLI-2, and Aqua and Terra Moderate Resolution Imagine Spectroradiometer (MODIS) instruments to identify and assess spatial and temporal patterns of two main water quality parameters, turbidity and chlorophyll-a, during BWAs. We used the Optical Reef and Coastal Area Assessment (ORCAA) tool in Google Earth Engine to process EO data and generate water quality maps and time series. Our study found that increased turbidity levels can be identified by EO data during BWAs. In addition, our map products indicated the presence of several turbidity plumes along the coast, with the highest concentration of turbidity found within Hilo Bay. While chlorophyll-a levels were relatively flat within our study region during BWAs, we found that regional chlorophyll-a patterns could be derived from MODIS chlorophyll-a data in NASA Worldview. Our study’s multi-sensor approach provided valuable insights for how water quality in the Hilo Bay region can be monitored in the future.
Document ID
20240010937
Acquisition Source
Langley Research Center
Document Type
Other - DEVELOP Summer 2024 Technical Report
Authors
Danielle Sonobe
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Samantha White-Murillo
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Kandi Shimabukuro
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Ashley N. Clark
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Date Acquired
August 23, 2024
Publication Date
January 31, 2025
Subject Category
Earth Resources and Remote Sensing
Funding Number(s)
CONTRACT_GRANT: 80LARC23FA024
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
Professional Review
Keywords
remote sensing
water quality
public health
turbidity
chlorophyll-a
Landsat
Sentinel
MODIS
Google Earth Engine
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