200 Open source projects that are alternatives of or similar to s5p-tools

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

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

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

Search, download, and preprocess Landsat imagery 🛰️

rdefra: Interact with the UK AIR Pollution Database from DEFRA

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

Satellite imagery for dummies.

⛔ ARCHIVED ⛔ Accesses Air Quality Data from the Open Data Platform OpenAQ

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

A platform for impacted communities to understand their local air quality and advocate for environmental justice.

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

台灣空污即時預報

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

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

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Earth Observation Data Access Gateway

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

Google Earth Engine side projects and tutorial scripts

watchOS app for checking air pollution levels, created for my blog post series

The STARFM fusion model for Python

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

Xarray backend to Copernicus Sentinel-1 satellite data products

A macOS menu bar application that displays live air quality data from the nearest sensor station.

DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)

main repo of the aircitizen project

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

Forecasting wildfire danger using deep learning.

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

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.

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

Indoor Air Quality Sensor Component for Home Assistant

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

Miami InSAR time-series software in Python

Send air quality data from a Pimoroni RPi Enviro+ over MQTT

Arduino library for PM sensors with serial interface

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

WhiteboxTools Python Frontend

Deep learning models and dataset for recognizing industrial smoke emissions

🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

Satellite Image Classification using semantic segmentation methods in deep learning

Indoor use particulate matter sensor on USB or Bluetooth

ESPHome configuration for a DIY indoor air quality monitor for CO₂ concentration, PM2.5 and PM10 concentrations, and temperature, humidity and pressure

Arduino library for Plantower PMS x003 family sensors.

Automated download of LANDSAT data from USGS website

Read the BME680 sensor with the BSEC library on Linux (e.g. Raspberry Pi)

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

Multipurpose dashboard admin for IoT softwares, remote control, user interface. Develop your client dashboards in Angular 5 with vast variety of components available.

An Elixir library to interface with the BME680 (and BME280) environmental sensor

Satellite Stereo Pipeline

A Python interface to the 6S Radiative Transfer Model

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

☁ DIY Air Quality Measuring Device

ESPHome configuration for M5Stack's PM2.5 Air Quality Kit with the PMSA003 particulate matter sensor and the SHT20 temperature and humidity sensor

Mobile device for distributed measurements of particulate matter (fine dust)

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

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

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

A complete kit for building a Air Quality meter for the Luftdaten.info project

A Python package for delineating nested surface depressions from digital elevation data.