Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission
Download and process satellite imagery in JavaScript or TypeScript using Sentinel Hub services.
Sentinel5P_Python
Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022
Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change with Machine Learning workshop at ICML 2021.
This Python script automates the retrieval and visualization of tropospheric NO2 data from Sentinel-5P satellite's TROPOMI instrument, enabling efficient monitoring of atmospheric pollution patterns through automated data processing and visualization.
Exploring the effect of COVID-19 in air pollution by using satellite data, with the sentinelsat and cartopy libraries.
Sentinel-5P Single-Image Super-Resolution Toolbox
Python scripts and Jupyter Notebooks to download and preprocess Sentinel-5P NO2 data.
Automatic pipeline to download, process, and visualize Sentinel-5P data for pollution monitoring
Sentinel-5P: Processing and handling NO2 measured values in R
Example of preliminary analysis and data exploration of Sentinel-5P satellite data
Another Sentinel-5 Precursor data query and downloader tool with automation for daily downloads and a ReactJS app that can visualise the data on a map.
Mapping Socioeconomic Air Quality Disparities in Rwanda Using Sentinel-5P TROPOMI Data in Google Earth Engine
Impacts of COVID-19 lockdown on Air quality.
Workflow to identify and visualize collocated EnMAP and temporally closest Sentinel-5P TROPOMI acquisitions
AI air-quality intelligence for Indian cities: names WHO is polluting, WHERE, with WHAT evidence. Found Bhalswa landfill burning in Delhi from public satellite data — an evidence chain anyone can verify.
Satellite-derived Surface AQI estimation & TROPOMI HCHO hotspot detection/attribution over India using INSAT-3D, Sentinel-5P, ERA5 & ML | ISRO BAH-2026
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