312 Open source projects that are alternatives of or similar to xarray-sentinel

Earth Observation Data Access Gateway

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

deck.gl layers and WebGL modules for client-side satellite imagery analysis

A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data

Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks

We’ve built a plug’n play Operation System (based on Debian Linux) with all the freely and openly available SAR processing software. No knowledge of installation steps needed, just download and get started with SAR data processing. SARbian is free for use in research, education or operational work.

Google Earth Engine side projects and tutorial scripts

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Awesome Spectral Indices in Python.

A basic Python library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

A python package that extends Google Earth Engine.

python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.

Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection

Examples for a blog series on Geospatial Julia using ArchGDAL

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

The STARFM fusion model for Python

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

This is an collection of blog posts turned into a course format

Very simple API to download Landsat [1-5, 7, 8] data from Google

A ninja python package that unifies the Google Earth Engine ecosystem.

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

To help quickstart impact work with Satellogic [hyperspectral] data

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

Satellite imagery for dummies.

Satellite image time series in R

Forecasting wildfire danger using deep learning.

interactive notebooks from Planet Engineering

Search and download Copernicus Sentinel satellite images

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

A set of tools to use in Google Earth Engine Code Editor (JavaScript)

Search, download, and preprocess Landsat imagery 🛰️

An "R" package for automatic download and preprocessing of MODIS Land Products Time Series

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

Satellite image processing pipeline to classify land-cover and land-use

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Data Preparation for Satellite Machine Learning

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Satellite Stereo Pipeline

RAT - Radar Tools: SAR image processing toolbox (discontinued)

Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

Detect container ships in Planet imagery using machine learning

A Python interface between Earth Engine and xarray for processing time series data

Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

Blazing Fast JavaScript Raster Processing Engine

Climate Data Science and Earth Observation with Python.

framework for large-scale SAR satellite data processing

A Curated List of Python Resources for Earth Sciences

R package for analysis and visualisation of biological signals in weather radar data

ArcGIS Python Toolbox for WhiteboxTools

Cordova plugin for Radar, the leading geofencing and location tracking platform