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Córdoba Wildland Fires: Assessing Fire Risk Factors in Córdoba, Argentina using Earth ObservationsIn recent years, Córdoba, Argentina has experienced intensified wildfire activity, with fires in 2020 alone scorching over 300,000 hectares within the province. Potential causes for the increased burn area include climate change, the expanding wildland-urban interface (WUI), and inadequate fire management practices. Previous studies have produced fire frequency maps for the region, but gaps remain in understanding the environmental parameters influencing fire behavior and growth. We partnered with the Instituto Nacional de Tecnología Agropecuaria (INTA) to address these gaps by utilizing NASA Earth observing data to analyze key wildfire risk factors. Using a combination of data inputs from Soil Moisture Active Passive (SMAP), Shuttle Radar Topography Mission (SRTM), Global Precipitation Measurement (GPM) Integrated Multi-satellite Retrievals for GPM (IMERG), and Aqua/Terra Moderate Resolution Imaging Spectroradiometer (MODIS), we created a ten-year baseline using environmental variables to determine anomalies that influenced the fires of 2020. Baseline data were used to calculate the statistical significance of the environmental factors as precursors to wildfires. We found that the normalized difference vegetation index (NDVI) and precipitation were the strongest indicators for the September 2020 wildfires. Using the environmental risk factors, we created a wildfire risk map for the province of Córdoba, which can be used to enhance our partner’s fire management strategies and decision-making processes.
Document ID
20240010817
Acquisition Source
Langley Research Center
Document Type
Other - DEVELOP Summer 2024 Technical Report
Authors
Chassety Raines
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Benjamin Kaster
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Yu-Yun Ruan
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Nikita Bhole
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Date Acquired
August 20, 2024
Publication Date
August 9, 2024
Subject Category
Earth Resources and Remote Sensing
Funding Number(s)
CONTRACT_GRANT: 80LARC23FA024
WBS: 970315.02.02.01.08
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
NASA Peer Committee
Keywords
wildland fires
Wildland-Urban Interface (WUI)
Earth observation
Normalized Difference Vegetation Index (NDVI)
precipitation
logistic legression
random forest
Córdoba
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