blutjens / climate-emulatorView external linksLinks
Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)
☆21Sep 29, 2025Updated 4 months ago
Alternatives and similar repositories for climate-emulator
Users that are interested in climate-emulator are comparing it to the libraries listed below
Sorting:
- A tutorial for getting started with machine learning for climate modeling☆13Feb 6, 2024Updated 2 years ago
- Guidelines on using Weights and Biases logging for deep learning applications on NERSC machines☆13Aug 7, 2023Updated 2 years ago
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated 10 months ago
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆54Jan 30, 2026Updated 2 weeks ago
- Python remapping tools for climate and earth system models.☆21Feb 1, 2026Updated last week
- ☆53Jan 19, 2026Updated 3 weeks ago
- TorchHydro: datasets, and models for watershed hydrological modeling☆22Dec 30, 2025Updated last month
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆182Updated this week
- single-GPU to multi-GPU training of PyTorch apps at NERSC☆22Apr 10, 2024Updated last year
- Hybrid Hydrological modeling using Deep Learning methods☆25Jan 15, 2025Updated last year
- Hydrologic AnalySis Package. See official source code: https://doi-usgs.github.io/HASP/☆19Dec 2, 2025Updated 2 months ago
- ☆25Jun 23, 2025Updated 7 months ago
- Tools for the generation of synthetic planetary terrain☆12May 22, 2025Updated 8 months ago
- Automated geometry scenario runner (loosely analogous to the Geometry Modification tool) for HEC-RAS.☆10Jun 15, 2023Updated 2 years ago
- A Collection of Flood Hazard Layers for New York City.☆12Nov 21, 2023Updated 2 years ago
- Calculating future changes in Arctic phytoplankton using the emergent constraint method☆15Mar 15, 2023Updated 2 years ago
- Statistical extreme value analysis of storm surges with Python☆11Jan 3, 2024Updated 2 years ago
- ☆11Nov 10, 2021Updated 4 years ago
- Virtual container environments with Singularity or Shifter☆11Jan 18, 2026Updated 3 weeks ago
- Using deep learning to predict lake bathymetry based on the surrounding terrain☆11Sep 7, 2023Updated 2 years ago
- Jupyter Notebooks demonstrating basic wrf-python usage.☆15Nov 7, 2021Updated 4 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated 9 months ago
- This is a program that uses multi-source remote sensing data to monitor the dynamic changes of lakes.☆11Jul 6, 2022Updated 3 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆26May 22, 2024Updated last year
- Notes and practicals for my "Physics of the Climate System" lecture☆29Aug 13, 2024Updated last year
- Reservoir Assessment Tool☆26Jan 13, 2026Updated last month
- Pangeo Cloud Datastore☆52May 16, 2022Updated 3 years ago
- Detection and Tracking of Tropical Cyclones☆30Dec 6, 2015Updated 10 years ago
- Python package to interface with the USGS StreamStats API☆31Dec 7, 2024Updated last year
- ☆17Jan 30, 2026Updated 2 weeks ago
- Methods for creating watershed discretizations for use in hydrological modeling or analysis. Examples use the SUMMA modeling Framework.☆12Mar 29, 2024Updated last year
- Visualizing data to better monitor issues around food security☆14Nov 28, 2024Updated last year
- The Wetland DEM Ponding Model☆13Sep 22, 2021Updated 4 years ago
- A Python application for processing multiple line of sight queries, via the 'Google Elevation' API.☆10May 23, 2023Updated 2 years ago
- Public repo for code in article "Title: An AI approach to operationalize global daily PlanetScope satellite imagery for river water maski…☆12Feb 5, 2025Updated last year
- Python library (multi-threaded) for retrieving SRTM elevation map of CGIAR-CSI.☆12Jun 13, 2023Updated 2 years ago
- Model for Scale Adaptive River Transport, Mosart, part of the Community Earth System Model☆12Jul 31, 2025Updated 6 months ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Jul 19, 2018Updated 7 years ago
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, merid…☆10Jul 4, 2023Updated 2 years ago