Papers

2026

• Learning with Less: Label-Efficient Land Cover Classification: Paper on label-efficient land cover classification at very high spatial resolution using self-supervised deep learning. [Keywords: deep learning self-supervised land cover label efficiency remote sensing]

• Embeddings as Products: Paper on using embeddings as product representations in geospatial contexts. [Keywords: embeddings machine learning geospatial]

• Sampling for Land Cover: Paper on sampling strategies for land cover classification using remote sensing. [Keywords: land cover sampling remote sensing classification]

Earlier

• Change Detection Techniques: Review paper on remote sensing change detection techniques and methodologies. [Keywords: change detection remote sensing satellite imagery]

• Zone Builder - FOSS4G 2021: Tool for building urban zones for transport and planning analysis. [Keywords: urban planning zoning transport GIS]

• Users of Open Big Earth Data Analysis: Analysis of current state and users of open Big Earth Observation data. [Keywords: GEE big data Earth observation open data]

• Overview of Platforms for Big Earth Observation Data: MDPI review of major platforms for big Earth observation data management and analysis. [Keywords: GEE big data cloud computing Earth observation]

• Trend Analysis: Revival of Indian Summer Monsoon Rainfall since 2002: Nature Climate Change paper on the revival trend of Indian summer monsoon rainfall from 2002 onwards. [Keywords: climate rainfall monsoon India trend analysis GEE]

• Triangle Method for Soil Moisture Estimation: ISPRS paper on the Triangle Method for soil moisture estimation using dry and wet edges of satellite-derived feature spaces. [Keywords: soil moisture estimation remote sensing triangle method satellite]

• Color Ramp for Elevation Maps: Paper on designing effective color ramps for elevation visualization in cartography. [Keywords: cartography color ramp elevation DEM visualization]

• Suspended Particulate Matter Analysis - COVID Lockdown: Paper on suspended particulate matter analysis before and during COVID lockdown using GEE at Ukai Reservoir. [Keywords: GEE water quality suspended particulate matter COVID air quality]