
Our People
Shrijana Poudel

PhD student
EO Data-Model Evaluation
Research interests
I am interested in understanding the response of tropical forests to climate change due to disturbances, such as fire, drought, and deforestation. My research involves analysing satellite data, using Earth system models to simulate the Earth’s climate system and applying machine learning techniques. This will enable us to better understand the impact of disturbances in tropical forests, their influence on the global carbon cycle and their response to future climate change.
Recent publications
Detecting Burned Area Anomalies with Isolation Forest in the Tropics: A Focus on Madagascar. 2025-03-18
DOI: https://doi.org/10.5194/egusphere-egu25-2854
Forest fire risk mapping using GIS and remote sensing in two major landscapes of Nepal. 2020-12-07
https://www.tandfonline.com/doi/full/10.1080/19475705.2020.1853251



