Recent Publications
Agricultural drought monitoring using Google Earth Engine: a study of Paschim Medinipur district, West Bengal
Book: Modern Cartography Series
Year: 2024
Google Earth Engine
This study analyzes agricultural drought in Paschim Medinipur, West Bengal, using Google Earth Engine with satellite and climate datasets from 2002–2022. It assesses precipitation variability, drought indices, vegetation responses, and climate trends, highlighting extreme droughts, shifting water availability, and resilience improvements through NDVI and land surface cooling.
Application of analytic hierarchy process for mapping flood vulnerability in Odisha using Google Earth Engine
Book: Google Earth Engine and Artificial Intelligence for Earth Observation
Year: 2025
Google Earth EngineAHP
This study demonstrates the use of AHP in Google Earth Engine to identify vulnerable areas for flood hazards in Odisha. Key parameters selected for this study are elevation, rainfall distribution, land cover, slope, TWI, NDVI, Soil, and Distance from water bodies. The resulting maps provide a robust delineation of areas highly prone to flooding.
🌍 AHP Flood Map (Earth Engine APP)
Other Google Earth Engine Apps
Spectral Reflectance Curve
Generate accurate training sample checked by spectral signatures curves.
Phenology Signature Crop classification
A tool for analyzing spectral signatures on temporal bands, the Phenology.
Flood Susceptibility AHP Tool
Create any Indian State/District Flood Susceptibility Map with AHP.
Image Gallery
Ravenshaw University
IIT Bombay
Ganpat University (GUNI), Gujarat
BHU (GEE Workshop)
NAGI (Ranchi University)
GEE AI Assistant - Created by Pulakesh Pradhan
Your personal AI helper, embedded directly into the Google Earth Engine Code Editor. Instantly generate, modify, and fix Google Earth Engine code using AI.
- Generate GEE code from prompts.
- Talk-to-GEE with in your own language.
- Add title, legend, scale bar etc.
- Fix code errors automatically.
- Export outputs (CSV, GeoTIFF).
- Calculate zonal statistics.
- Create visual charts.
- Access 5100+ GEE datasets.
- Convert JavaScript to R.
- Convert JavaScript to Python.
Reviews
"The source code was nice to go through :) this is going to be fun exploring"
Samapriya Roy, Ph.D.
"Which model of gemini will be used? Anyway! amazing work! I really appreciate it brother. "
Pratik Mojumder
"this is very exciting to see the adoption of AI in Earth Engine workflows. Best suited for mid-level professionals. GEE Developers Community Nairobi "
Nicholas Musau
"That's great. I have really liked your Idea especially when Google AI Studio is offering a vast field of AI."
Sayantan Mandal
"Very cool. I've shyed away from using gee, and try use it with Colab for some things because of not being familiar with the interface or no ai assisted coding"
Jesse Lawrence
"This is a game-changer for GEE users! Love how seamless the Gemini integration is-no setup hassles, just straight into exploration. Excited to test it out!"
Ritwik Ganguly
"Great tool, just explored it now! thank you, making GEE app is easy now"
PHESTO OSANO
"Great experiance dada"
Sujit Kumar Roy
"Excellent"
Rabin Chakrabortty, Ph.D.
"Excellent work, keep it up"
SWAPAN TALUKDAR
"A new avenue for GEE users"
Sasanka Ghosh
"It's a great tool! Keep it up Pulakesh."
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