CoDIS-Lab / AQNetLinks
☆25Updated 2 years ago
Alternatives and similar repositories for AQNet
Users that are interested in AQNet are comparing it to the libraries listed below
Sorting:
- Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022☆23Updated 11 months ago
- ☆38Updated 2 years ago
- ☆27Updated 2 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆31Updated last year
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆49Updated last year
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆33Updated 8 months ago
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated last year
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆21Updated 4 years ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 3 years ago
- Code and data for Kuro Siwo flood mapping dataset☆62Updated 2 months ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆21Updated 3 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆32Updated 3 years ago
- Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks an…☆10Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆29Updated 11 months ago
- Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.☆15Updated 3 years ago
- Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆14Updated 2 months ago
- Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Wo…☆31Updated 11 months ago
- ☆35Updated 2 years ago
- A multivariate algorithm to detect breakpoints using multispectral time series.☆13Updated 9 months ago
- Here is the code developed for the paper "A deep learning framework based on generative adversarial networks and vision transformer for c…☆17Updated 2 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆23Updated last year
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Official Repo for Time-series Satellite Imagery dataset for wildfire detection and prediction.☆15Updated last month
- This a repository with the winners' code from the BioMassters challenge☆41Updated last year
- ☆8Updated 2 years ago
- In this repository, we provide all the used scripts to create Sentinel2GlobalLULC Dataset and explain each step of their usage. All prese…☆14Updated 3 years ago
- Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.☆21Updated 3 years ago
- Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change…☆25Updated 3 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Updated 3 years ago
- Some scripts that help you downloading and processing satellite data from L2 to L3 products form Sentinel-5P mission: "perform atmospher…☆17Updated 4 years ago