High resolution distribution map of Shorea robusta in India
PATRA, ABHINASH;Bhumika, Morey;Thomas, Ewan
Description
The dataset presents the map at 10 m spatial resolution of existing Shorea robusta (Sal) distribution in India. The map have been produced using Sentinel-1 (S1) and Sentinel-2 (S2) satellite data. By incorporating phenological characteristics and structural parameters into a Random Forest classifier, we achieved an overall accuracy of 93%, trained and validated with ground truth data across four states in India.
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Publication Details
Subfield
Atmospheric Science
Field
Earth and Planetary Sciences
Domain
Physical Sciences
Confidence Score
46%
Source
Scholar Data Model
Keywords
Remote sensingGeographic information systemForestry