Actual Evapotranspiration Estimation Using Sentinel-1 SAR and Sentinel-3 SLSTR Data Combined with a Gradient Boosting Machine Model in Busia County, Western Kenya

Actual Evapotranspiration Estimation Using Sentinel-1 SAR and Sentinel-3 SLSTR Data Combined with a Gradient Boosting Machine Model in Busia County, Western Kenya

Kenya is dominated by a rainfed agricultural economy. Recurrent droughts influence food security. Remotely sensed data can provide high-resolution results when coupled with a suitable machine learning algorithm. Sentinel-1 SAR and Sentinel-3 SLSTR sensors can provide the fundamental characteristics...

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Bibliographic Details
Main Authors: Peter K. Musyimi, Ghada Sahbeni, Gábor Timár, Tamás Weidinger, Balázs Székely
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Atmosphere
Subjects:
actual evapotranspiration
Busia County
gradient boosting machine
Kenya
estimation modeling
Sentinel-1 SAR
Online Access:https://www.mdpi.com/2073-4433/13/11/1927

Internet

https://www.mdpi.com/2073-4433/13/11/1927

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