Code repository for the paper "A Comparative Study of Convolutional Neural Network Models for Wind Field Downscaling" by Kevin Höhlein, Michael Kern, Timothy Hewson and Rüdiger Westermann
☆16Sep 9, 2020Updated 5 years ago
Alternatives and similar repositories for CNNs-for-Wind-Field-Downscaling
Users that are interested in CNNs-for-Wind-Field-Downscaling are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆35Jan 23, 2023Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆99Jul 30, 2024Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆45Mar 16, 2022Updated 4 years ago
- Based on the GFDL vortex tracking algorithm to locate tropical cyclone. No need to covert wrf output to grib.☆16Apr 2, 2017Updated 8 years ago
- WindSR Dataset contains more than 22,000 pairs of HR/LR wind speed images, which are processed using the NASA's GEOS-5 Nature Run dataset…☆12Jan 18, 2024Updated 2 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.
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆23Oct 19, 2021Updated 4 years ago
- ☆19Mar 5, 2023Updated 3 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆20May 29, 2021Updated 4 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- Shows how to read and plot satellite data from EUMETSAT NETCDF files☆16Sep 24, 2020Updated 5 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 4 years ago
- Proof-of-concept software for a low-cost correlated antenna array using inexpensive RTL-SDR dongles and single-board computers☆14Jun 29, 2017Updated 8 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Jan 6, 2022Updated 4 years ago
- Weather (wind and temperature) field reconstruction based on meteo-particle model using ADS-B and Mode-S data☆55Jul 5, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆39Jun 1, 2022Updated 3 years ago
- Multi-scale Residual Hierarchical Dense Networks for Single Image Super-Resolution☆11Jan 10, 2020Updated 6 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆31Jun 4, 2024Updated last year
- Physics-constrained deep learning postprocessing of temperature and humidity☆12May 10, 2023Updated 2 years ago
- Weather forecasting with Deep Learning☆35Nov 19, 2025Updated 4 months ago
- PyTorch implementation of https://arxiv.org/abs/1705.07115 loss weighting☆11Aug 3, 2019Updated 6 years ago
- Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》☆30May 25, 2025Updated 10 months ago
- codes for TLSR (TPAMI 2022)☆13Sep 1, 2023Updated 2 years ago
- An implementation of the linear least squares derivative method for calculating azimuthal shear and an ideal vortex wind field creator.☆15Apr 16, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆19Mar 16, 2022Updated 4 years ago
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆12Dec 12, 2023Updated 2 years ago
- Mid-Latitude Evaluation System☆15Apr 14, 2021Updated 4 years ago
- This is a hybrid mobile app to record GPS, Visual and Inertial sensor data☆14Jul 15, 2022Updated 3 years ago
- Take daily meteorological data files in csv format (combine them w/ some data processing) and write data to little_r format for WRF OBSGR…☆12Feb 10, 2020Updated 6 years ago
- This is a GPS receiver with antenna array, built based on USRP X310 and GNSS-SDR.☆21Jan 6, 2025Updated last year
- Image downscaling & super-resolution project based on "Once for All: Train One Network and Specialize it for Efficient Deployment" (ICLR …☆14Jul 1, 2021Updated 4 years ago
- Post-processing system that provides probabilistic forecasts at point scale.☆12Nov 24, 2025Updated 4 months ago
- Generic weather forecast downloader☆24Oct 24, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- SAP2012 energy calculation method in Python☆12Jul 14, 2023Updated 2 years ago
- Code for paper Triple-Attention Mixed-Link Network for Single-Image Super-Resolution☆12Sep 17, 2019Updated 6 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Nov 27, 2024Updated last year
- 🏆(SIGSPATIAL'25 Best Short Paper Award) LLM-Augmented Spatial-Temporal Transformer for Typhoon Track Prediction☆40Dec 14, 2025Updated 3 months ago
- Predicting weather by machine learning.☆14Jun 18, 2020Updated 5 years ago
- The CNS Flight Stack: A Flight Stack for Reproducible and Customizable Autonomy Applications in Research and Industry☆14Oct 30, 2024Updated last year
- Automates the WRF process on HPC environments☆16Aug 4, 2020Updated 5 years ago