kundun14

create-react-app

Set up a modern web app by running one command.

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

geocompr

Geocomputation with R: an open source book

awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

awesome-geospatial-companies

:globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

Hands-On-Graph-Neural-Networks-Using-Python

Hands-On Graph Neural Networks Using Python, published by Packt

segment-anything-eo

Earth observation tools for Meta AI Segment Anything

torchrs

PyTorch implementation of popular datasets and models in remote sensing

sfnetworks

Tidy Geospatial Networks in R

elevatr

An R package for accessing elevation data

ARSET_ML_Fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

RSICD_optimal

Datasets for remote sensing images (Paper:Exploring Models and Data for Remote Sensing Image Caption Generation)

pyGIS

pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster data, satellite remote sensing, machine learning and deep learning applications. -- Under Development --

geeguide

Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scripts

MixSIAR

A framework for Bayesian mixing models in R:

vapour

GDAL API package for R

earthformer

A Python package for Earth forecasting transformer

Crop-Yield-Prediction-using-ML

A simple Web application developed in order to provide the farmers/users an approximation on how much amount of crop yield will be produced depending upon the given input

geospark

bring sf to spark in production

unet_sem_seg

Semantic segmentation of satellite imagery using U-nets (U-nets: https://arxiv.org/abs/1505.04597)

cocoamapping

hydRopclim

💾 An R package for easy hydroclimatic calculations

moranfast

Code to calculate Moran's I in R quickly and memory efficiently

NNDM

Nearest Neighbour Distance Matching Leave-One-Out Cross-Validation for map validation

soil_moisture_SMAP_machine_learning

Scripts for the spatial analysis, processing and regression modeling of soil moisture retrieved from SMAP satellite using R

smap_downscaling

Notebooks for downscaling SMAP soil moisture and validation against in situ data

Soil-carbon-content-modeling-using-machine-learning

soil-remote-sensing-system

Google Earth Engine algorithm for generating synthetic soil composites from Landsat catalog.

Spatial-validation-of-glacier-classification-algorithms

english-cheatsheet

One page with English grammar based on Bootstrap