Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"
☆24Oct 12, 2022Updated 3 years ago
Alternatives and similar repositories for cnn_lstm_era
Users that are interested in cnn_lstm_era are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Mar 18, 2025Updated last year
- 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
- CUG水文气 象学--函数库☆19Jun 6, 2026Updated last month
- A Python library for fitting streamflow rating curves.☆21Apr 15, 2026Updated 3 months ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆43Mar 11, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Hybrid Hydrological modeling using Deep Learning methods☆28Jan 15, 2025Updated last year
- Library for Event Synchronization and Event Coincidence Analysis☆16Jan 12, 2025Updated last year
- ☆16May 31, 2024Updated 2 years ago
- ☆20Feb 20, 2025Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆55Jan 24, 2021Updated 5 years ago
- Code and models for the HESS paper on mass conservation and extrapolation with deep learning☆15Nov 11, 2022Updated 3 years ago
- Data and code for exericses in the University of Calgary's graduate course in Advanced Hydrological Modelling.☆15Mar 17, 2024Updated 2 years ago
- LSTM Data and Model for Streamflow Forecasting☆48May 25, 2025Updated last year
- The Rainfall Intensity Data Series can be Fitted to Eight Different PDFs and the Intensity-Duration-Frequency Curves are Computed☆15Dec 26, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Catchment Attributes and Meteorology for Large-sample Studies☆40Jul 5, 2023Updated 3 years ago
- A script to generate input files i.e. soil, vegetation parameter file, elevation band file and meteorological forcing files for Variable …☆15Jan 11, 2021Updated 5 years ago
- Goodness of Fit metrics for use in comparison studies, specifically in the field of hydrology.☆50Dec 22, 2025Updated 7 months ago
- Python library for working with PRMS☆12Jun 15, 2026Updated last month
- Tools for separating hydrograph in baseflow and peak flow, and extreme value analyses☆27Dec 19, 2019Updated 6 years ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- Get meteorology data anywhere in Australia and efficiently get hydrologically relevant outputs.☆19Updated this week
- TorchHydro: datasets, and models for watershed hydrological modeling☆26Jun 23, 2026Updated last month
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Oct 13, 2022Updated 3 years ago
- 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.
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated last year
- ☆13Jan 6, 2023Updated 3 years ago
- Deep learning approaches for statistical downscaling in climate☆74Jul 1, 2022Updated 4 years ago
- Using ANN's to reveal changes in extreme events and internal variability in climate models☆13Feb 11, 2021Updated 5 years ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆13Jul 13, 2023Updated 3 years ago
- Experiments with Mass Conserving LSTMs☆40Jul 20, 2021Updated 5 years ago
- Calculating future changes in Arctic phytoplankton using the emergent constraint method☆15Mar 15, 2023Updated 3 years ago
- Supporting code for Davenport and Diffenbaugh 2021☆14Sep 23, 2022Updated 3 years ago
- The iRONS toolbox provides a set of Python functions implementing typical reservoir modelling task and a set of interactive Jupyter Noteb…☆11Apr 22, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Remote Sensing of Ice Albedo with GEE☆21Jan 3, 2024Updated 2 years ago
- Multi-Site and -Objective calibration method for SWAT model☆45Jul 6, 2021Updated 5 years ago
- Calculate hydrologic indices from daily streamflow data☆28May 31, 2022Updated 4 years ago
- Figure and data generation for Chapter 7 of the IPCC's Sixth Assessment Report, Working Group 1 (plus assorted other contributions)☆40Nov 17, 2023Updated 2 years ago
- Python package for inferring reservoir water extent, level and storage volume.☆15Jan 31, 2026Updated 5 months ago
- NetCDF-CF Geometry and Timeseries Tools for R: https://code.usgs.gov/water/ncdfgeom☆19Apr 22, 2026Updated 3 months ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆15Sep 13, 2024Updated last year