NASA Logo

NTRS

NTRS - NASA Technical Reports Server

Back to Results
Southern California Health & Air Quality: Using Remote Sensing to Detect the Frequency and Drivers of Red Tide Blooms in California to Assist in the Management of Human and Marine Exposure to Algal ToxinsIn 2020, the dinoflagellate species Lingulodinium polyedra was measured at unprecedented levels off the southern California coast, raising concern for local communities. At high levels, L. polyedra can cause marine life mortality, food-borne illness, and respiratory-related health risks in humans. In partnership with the California Office of Environmental Health Hazard Assessment, the National Oceanic and Atmospheric Administration Southwest Fisheries Science Center, the California Department of Public Health, and the University of California San Diego’s Scripps Institution of Oceanography, this project utilized satellite imagery to visualize and analyze spatiotemporal trends of historical red tide events associated with L. polyedra. Using the Suomi National Polar-orbiting Partnership’s (NPP) Visible Infrared Imaging Radiometer Suite (VIIRS), Aqua’s Moderate Resolution Imaging Spectroradiometer (MODIS), and Global Change Observation Mission – Climate (GCOM-C) Second Generation Global Imager (SGLI), the team assessed the validity of using multiple sensors in detecting chlorophyll-a as a proxy for dinoflagellate dominated-algal blooms. The results suggest that VIIRS imagery processed using the Color Index algorithm from Hu et al. (2013), amongst all other algorithms and Earth observations assessed, shows the most promise in identifying L. polyedra blooms. The end products included an ArcGIS Dashboard and Google Earth Engine tool that when combined, provided users with spatial and temporal trends, interactive interfaces to analyze the effectiveness of various sensors and algorithms, and an overall contribution to aid in the management of human health and the economy impacted by harmful algal blooms.
Document ID
20210025575
Acquisition Source
Langley Research Center
Document Type
Other - 2021 Fall DEVELOP tech paper
Authors
Michael Enz
(Science Systems & Applications, Inc. Hampton, VA, USA)
Melanie Leung
(Science Systems & Applications, Inc. Hampton, VA, USA)
Petra Nichols
(Science Systems & Applications, Inc. Hampton, VA, USA)
Maya Zimmerman
(Science Systems & Applications, Inc. Hampton, VA, USA)
Jonathan Van Dermark
(Science Systems & Applications, Inc. Hampton, VA, USA)
Date Acquired
December 7, 2021
Publication Date
December 31, 2021
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
Harmful algal bloom
Remote sensing
Chlorophyll-a
Phytoplankton
Lingulodinium polyedra
Southern California Bight
No Preview Available