691 Open source projects that are alternatives of or similar to Start_maja

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

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

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

Examples for a blog series on Geospatial Julia using ArchGDAL

Xarray backend to Copernicus Sentinel-1 satellite data products

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

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

Blazing Fast JavaScript Raster Processing Engine

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

A python package that extends Google Earth Engine.

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

Google Earth Engine side projects and tutorial scripts

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

The STARFM fusion model for Python

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

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

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

Earth Observation Data Access Gateway

Detect container ships in Planet imagery using machine learning

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

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

Satellite Stereo Pipeline

interactive notebooks from Planet Engineering

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

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

Display GeoTIFFs and soon other types of raster on your Leaflet Map

To help quickstart impact work with Satellogic [hyperspectral] data

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

biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images

Static website for viewing and analyzing GeoTIFF's in the browser

Search and download Copernicus Sentinel satellite images

Data Preparation for Satellite Machine Learning

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

GeoWombat: Utilities for geospatial data

A collection of Python packages for geospatial analysis with binder-ready notebook examples

MODIS Assimilation and Processing Engine

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

Example JavaScript source code for ArcGIS imagery apps (Landsat Explorer and Sentinel Explorer) that you can expand or customize.

Open Data Cube analyses continental scale Earth Observation data through time

Satellite image time series in R

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

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

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

Miami InSAR time-series software in Python

Process global-scale satellite and airborne elevation data into time series of glacier mass change: Hugonnet et al. (2021).

SIAC GEE version

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

Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick Cloud and Cloud Shadow Removal in Multitemporal Images using Progressively Spatio-Temporal Patch Group Learning", ISPRS Journal, 2020.

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

Automated Time Series Forecasting

A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.

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

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

A Curated List of Python Resources for Earth Sciences

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

Awesome Spectral Indices in Python.

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

Process live and historical data from luftdaten.info, IRCELINE and OpenAQ. Filter by station-id, sensor-id and sensor-type, apply reverse geocoding, store into timeseries and RDBMS databases, publish to MQTT, output as JSON or visualize in Grafana.

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

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.