Sambadi Majumder's repositories
YieldScapeUSA
About YieldScape USA is a dynamic, user-driven dashboard enabling the visualization of crop yield data across the US. By uploading a tailored RDS file, users can explore yearly yield variations at national, state, and county levels through an interactive, full-screen map.
Applying-XAI-approaches-to-ecology
"๐ฟ A comprehensive repository dedicated to applying eXplainable Artificial Intelligence (XAI) in ecology. Dive into interpretable machine learning techniques to assess intraspecific trait variations and explore datasets, visualizations, and more. ๐๐๐"
MachineLearningFunctionalTraitDivergence
This repository is dedicated to the study of functional trait divergence using machine learning methodologies. It encompasses datasets, code, tables, and visual representations pertinent to the research.
Yield_forecast_Sunflowers
This repository contains code and data for analyzing sunflower agricultural yield in the US for identifying specific climate variables and thresholds that influence yield using interpretable ML approaches as well as to forecast future county-wide yield across three future timeframes.
AuralDataSuite
Data Sonification Meets Music: A symphonic blend of data-driven sounds with inspired musical compositions.
ChronoClimateHub
An interactive visualization platform showcasing timelapse videos of global climate shifts. Dive into captivating visuals that chronicle changes in temperature, precipitation, desertification, air pollution, and more. Witness the evolving narrative of our planet, one frame at a time.
EnviroInfer-Sundarbans
Utilizing Interpretable Machine Learning to Analyze and Assess the Environmental Factors Affecting Vegetation Health in the Sundarbans Mangrove Forest.
MyTidyTuesdayParticipation
Exploring weekly Tidy Tuesday challenges with R to unravel insights and hone data visualization skills.
Sam_Portfolio
Portfolio
Sambadi_Portfolio
My Data Science Portfolio
SpatialDataChronicles
Explore the realm of spatial data with Sam through the Spatial Data Chronicles portfolio website. This repository hosts all essential files to navigate the journey, sharing insights and projects on GIS, remote sensing, and spatial analysis.