This is the github repository for the article: Convolutional Neural Network Modelling for MODIS Land Surface Temperature Super-Resolution
Canada Wildfire Prediction Using Deep Learning
Download and extract USA County specific data from NASA MODIS Remote Sensing Dataset
Predicting urban heat island for the city of Pune using MODIS LST, PM2.5 and GLC_FCS30D Landcover dataset. The neural network consists of three covolution streams and attention unet for feature fusion and UHI map creation.
Estimating Snow ❄️using NDSI From MODIS satellite Data 2000 to 2021
Ground stations - satelite data comparison using low-cost temperature sensors and MODIS Land Surface Temperature data
Unsupervised K-Means clustering of 198 BBMP wards into four climate-vulnerability archetypes, derived from satellite measurements of surface temperature, urbanisation, vegetation, and water-body proximity. Independently corroborates the cool-roof prioritisation produced by the companion supervised UHI model.
CNN-based crop classification using Sentinel-2 and MODIS sources for Deltares
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