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May, 2023
利用机器学习和VIIRS卫星检测技术监测野火管理中的燃料湿度
Machine Learning and VIIRS Satellite Retrievals for Skillful Fuel Moisture Content Monitoring in Wildfire Management
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John S. Schreck, William Petzke, Pedro A. Jimenez, Thomas Brummet, Jason C. Knievel...
TL;DR
应用机器学习模型结合气象预报数据、地面观测和卫星数据监测燃料水分,结果表明卫星数据在模型预估中具有重要作用。
Abstract
Monitoring the
fuel moisture content
(FMC) of vegetation is crucial for managing and mitigating the impact of
wildland fires
. The combination of in situ FMC observations with
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