Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
☆56Jan 24, 2021Updated 5 years ago
Alternatives and similar repositories for lstm_for_pub
Users that are interested in lstm_for_pub are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆111May 14, 2020Updated 6 years ago
- Do internals of neural networks make sense in the context of hydrology?☆25Oct 29, 2019Updated 6 years ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆44Mar 11, 2026Updated 5 months ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆24Oct 12, 2022Updated 3 years ago
- EXP-HYDRO Hydrological Model☆28Feb 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Aug 22, 2022Updated 4 years ago
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Mar 30, 2022Updated 4 years ago
- R code for Clark et al. (2020) "The abuse of popular performance metrics in hydrologic modeling"☆14Dec 4, 2025Updated 9 months ago
- ☆242Feb 4, 2026Updated 7 months ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆16Nov 2, 2020Updated 5 years ago
- Accompanying code for CCAM dataset☆28Feb 9, 2024Updated 2 years ago
- Python library to train neural networks with a strong focus on hydrological applications.☆576Updated this week
- R functions to access USGS Streamstats API☆18Sep 27, 2021Updated 4 years ago
- Water Quality - Lite : Exploring Water Quality Monitoring Data☆12Sep 24, 2025Updated 11 months 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.
- A Shiny-Leaflet interface to a streamflow database☆12Jun 17, 2026Updated 2 months ago
- Catchment Attributes and Meteorology for Large-sample Studies☆40Jul 5, 2023Updated 3 years ago
- Open-source client-side software for hydrologic data visualization and evaluation☆14Feb 8, 2026Updated 7 months ago
- A R package for SOILWAT2☆11Aug 7, 2026Updated last month
- A global community dataset for large-sample hydrology☆272Jul 24, 2025Updated last year
- curvenumber: an R package to calculate Base Flow Index and Curve Number for gauged and ungauged river catchments☆16Mar 27, 2022Updated 4 years ago
- Input/Output functions for pre- and post-processing SWAT (hydrological model) files in R☆11May 20, 2017Updated 9 years ago
- ☆12Sep 20, 2024Updated last year
- Implementation of the HYMOD rainfall-runoff model in Python and Julia☆26Dec 8, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Python package for running hydrological models☆40Updated this week
- Utah Energy Balance Snowmelt Model☆10Aug 14, 2022Updated 4 years ago
- Hydrological Model Assessment and Development☆24Mar 7, 2019Updated 7 years ago
- The Noah with multiparameterization options (NoahMP) land surface model☆21Feb 27, 2019Updated 7 years ago
- NetCDF-CF Geometry and Timeseries Tools for R: https://code.usgs.gov/water/ncdfgeom☆19Apr 22, 2026Updated 4 months ago
- 270 colormaps in R☆18Jun 27, 2024Updated 2 years ago
- A method of estimating transpiration directly from carbon, water, and energy fluxes, such as eddy covariance datasets☆14Apr 13, 2023Updated 3 years ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆130Oct 2, 2024Updated last year
- Fast, accurate watershed delineation using hybrid vector- and raster-based methods and data from MERIT-Hydro☆157Jul 19, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CUG水文气象学--函数库☆19Jun 6, 2026Updated 3 months ago
- LSTM Data and Model for Streamflow Forecasting☆59May 25, 2025Updated last year
- Labels for 'sf' with 'ggplot2'☆60Feb 3, 2023Updated 3 years ago
- VIC-Res: Representation of water reservoir storage and operations in the Variable Infiltration Capacity (VIC) model☆27Mar 15, 2026Updated 5 months ago
- A part of HyRiver software stack for accessing hydrology data through web services☆90Jul 12, 2026Updated last month
- ☆60Updated this week
- ☆15Aug 18, 2019Updated 7 years ago