Remote sensing-based empirical modeling using sentinel-1 for monitoring vegetation and agricultural dynamics in semi-arid areas

Abstract

Please read abstract in the article.

Description

DATA AVAILABILITY : The datasets used and/or analyses during the current study are available from the corresponding author on reasonable request.

Keywords

Normalized difference vegetation index (NDVI), Enhanced vegetation index (EVI), Food energy measures, Vegetation biomass, SAR backscattering coefficient

Sustainable Development Goals

SDG-02: Zero hunger

Citation

Krishnan, V., Asaithambi, M., Vishnupriyan, M. et al. Remote sensing-based empirical modeling using sentinel-1 for monitoring vegetation and agricultural dynamics in semi-arid areas. Environmental Sciences Europe 38, 30: 1-14 (2026). https://doi.org/10.1186/s12302-025-01316-1.