google-research-datasets / global_streamflow_model_paperLinks
☆65Updated 10 months ago
Alternatives and similar repositories for global_streamflow_model_paper
Users that are interested in global_streamflow_model_paper are comparing it to the libraries listed below
Sorting:
- A Python package for Earth forecasting transformer☆90Updated last year
- A global community dataset for large-sample hydrology☆237Updated 4 months ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆47Updated 2 months ago
- Data access package for the SubseasonalClimateUSA dataset☆36Updated last year
- Large-scale flood modeling and forecasting with FloodCast (https://doi.org/10.1016/j.watres.2024.122162)☆42Updated last year
- Digital Typhoon Dataset☆31Updated 4 months ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆91Updated last month
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated 2 months ago
- framework for developing machine (and deep) learning models for structured data☆73Updated last month
- Models for the EarthNet2021 challenge.☆45Updated 3 months ago
- Deep learning approaches for statistical downscaling in climate☆73Updated 3 years ago
- Datasets downloader and reader for Hydrologic Modeling☆31Updated last month
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆22Updated 4 years ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆39Updated 4 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆81Updated last year
- Deep Learning Models for Wildfire Danger Forecasting☆77Updated 3 years ago
- ☆20Updated 5 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated 2 years ago
- ☆112Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆50Updated 4 years ago
- LSTM Data and Model for Streamflow Forecasting☆43Updated 6 months ago
- Subseasonal forecasting models☆56Updated 10 months ago
- ☆165Updated 3 years ago
- Accompanying code for CCAM dataset☆25Updated last year
- Machine learning based methods for satellite precipitation downscaling☆14Updated 8 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆93Updated 9 months ago
- ☆31Updated last year
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆70Updated 7 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆169Updated 3 months ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Updated 3 years ago