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.
☆26Dec 3, 2021Updated 4 years ago
Alternatives and similar repositories for RemoteSensingNO2Estimation
Users that are interested in RemoteSensingNO2Estimation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Wo…☆34Jul 10, 2024Updated last year
- Official repository of the ben-ge Earth Observation dataset☆20Dec 22, 2023Updated 2 years ago
- Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Ma…☆44Apr 20, 2021Updated 5 years ago
- IMAP-DOAS code for retrieval of greenhouse gases from imaging spectrometers☆18Oct 6, 2021Updated 4 years ago
- Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022☆29Jul 10, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- For public accessibility and data visualization, a beginner-level tutorial is available for users interested in exploring the OCO2 and O…☆32Mar 14, 2024Updated 2 years ago
- Results of my master thesis. Conditional invertible neural networks in the freia framework were used to dertermine the CO2 concentration …☆10Jan 12, 2020Updated 6 years ago
- Python library for reading and processing Lidar and ceilometer data☆14Feb 17, 2026Updated 2 months ago
- MSSTN: Multi-Scale Spatial-Temporal Network for Air Pollution Prediction☆25Dec 12, 2019Updated 6 years ago
- Enhanced Spatial-Temporal Interpretable Deep Learning Model☆25Apr 29, 2023Updated 3 years ago
- An R package to compute a synoptic climate classification and spatial regionalization of environmental data☆10Jan 29, 2025Updated last year
- Code and Data repository for the paper titled "Enhancing PM2.5 Prediction Using NARX-Based Combined CNN and LSTM Hybrid Model"☆21Apr 14, 2026Updated 2 weeks ago
- EnMAP Processing Tool - A Python package for pre-processing of EnMAP Level-1B data☆19Mar 26, 2026Updated last month
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆23Jul 30, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The SOS-ABS code (Successive Orders of Scattering method coupled with the gaseous ABSorptions) is a 1D plan parallel radiative transfer c…☆13Apr 3, 2025Updated last year
- Sentinel5P_Python☆43Jun 17, 2019Updated 6 years ago
- In this study, OCO-2, OCO-3, GOSAT, and GOSAT-2 data were utilized comprehensively, and a local random forest fusion model was proposed t…☆11Aug 4, 2023Updated 2 years ago
- Example of a Streamlit data app powered by Vaex☆11Jul 7, 2022Updated 3 years ago
- Bayesian Aerosol Retrieval algorithm☆14Aug 12, 2020Updated 5 years ago
- Python package to calculating forcing from continuous GHG emissions☆19Dec 13, 2017Updated 8 years ago
- ☆20Aug 10, 2021Updated 4 years ago
- Scraper for aqicn.org☆11Sep 4, 2018Updated 7 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- deprecated. use geopandas.☆14Jun 17, 2022Updated 3 years ago
- Python wrapper to the radiative transfer solver DISORT.☆19Oct 1, 2017Updated 8 years ago
- Time Series Analysis of Air Pollutants(PM2.5) using LSTM model☆58Aug 12, 2020Updated 5 years ago
- A statistical downscaling approach using ConvLSTMs.☆29Nov 12, 2021Updated 4 years ago
- ☆92Aug 17, 2022Updated 3 years ago
- Python data pipeline to acquire, clean, and calculate vegetation indices from Sentinel-2 satellite image. Package is available only for o…☆14Feb 9, 2022Updated 4 years ago
- a python interface to JPL HORIZONS ephemerides and orbital elements☆22Jul 19, 2018Updated 7 years ago
- These are the R markdown files used to generate☆21Mar 25, 2026Updated last month
- Google Earth Engine Tutorial☆66Nov 3, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Using machine learning to recover air quality data from remote sensing datasets.☆13Aug 27, 2020Updated 5 years ago
- ☆13Mar 28, 2025Updated last year
- Latest version of Docear re-packaged with old java library to work on Linux without additional configurations.☆10Dec 13, 2020Updated 5 years ago
- Forecasting air pollution using ESA Sentinel-5p data, and an encoder-decoder convolutional LSTM neural network architecture, implemented …☆18Jan 4, 2020Updated 6 years ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆34Oct 29, 2019Updated 6 years ago
- Collection of popular and reproducible works of cloud detection and removal.☆32Aug 16, 2022Updated 3 years ago
- Discrete Ordinates Solver for the (1D) Radiative Transfer Equation in a single or multi-layer plane-parallel atmosphere. Coded entirely i…☆32Apr 7, 2026Updated 3 weeks ago