Satyam Shah

Spatiotemporal monitoring of water quality degradation and trophic state in a severely polluted tropical urban lake in Southern India.

Bellandur Lake in Bangalore, India represents one of the most severely polluted urban water bodies in South Asia, necessitating systematic monitoring for environmental management. This study employed Sentinel-2 Multispectral Instrument imagery to assess spatiotemporal variations in water quality parameters from January...

Predicting forest biodiversity from spaceborne GEDI LiDAR and machine learning: structural drivers and regional transferability across Pacific Northwest forests

Abstract Remote sensing offers important opportunities for large-scale biodiversity monitoring, yet the capacity of spaceborne laser scanning to predict forest biodiversity remains insufficiently understood. This study evaluates relationships between forest structural complexity and tree species diversity using data fr...

Spatial Estimation of Soil Erosion Using Rusle Modelling: A Case Study of Muger River Watershed, Ethiopia