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Chile Disasters: Automating Wildfire Risk and Occurrence Mapping in Google Earth Engine to Improve Wildfire Detection and Response Time EffortsWildfires in Chile in the last decade were the worst on record, destroying homes and livelihoods, polluting the air, and displacing whole towns. To predict locations where wildfires were likely to start, the Corporación Nacional Forestal (CONAF) created a wildfire risk model within ArcGIS Pro and Google Earth Engine (GEE) that utilized the NOAA Global Forecast System (GFS) and the NASA Shuttle Radar Topography Mission (STRM) 90-meter datasets. The previous CONAF model was very resource-heavy and time-intensive to run. NASA DEVELOP, in partnership with CONAF, automated the previous model and transferred it fully into GEE where all Earth observation datasets could be used without downloading. The new model substantially reduced the runtime. The final model was used to create a near real-time wildfire monitoring application as well as fire severity maps. The end products will be used by CONAF for wildfire prediction and management to prevent more destruction in the future.
Document ID
20220005936
Acquisition Source
Langley Research Center
Document Type
Other - 2022 Spring DEVELOP technical report
Authors
Maria De Los Santos
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Cooper Campbell
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Karen Alvarez
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Hannah Ferriby
(Science Systems and Applications (United States) Lanham, Maryland, United States)
Date Acquired
April 18, 2022
Publication Date
June 30, 2022
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
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