oreopie / hydro-interpretive-dl
Interpretive deep learning for identifying flooding mechanisms
☆17Updated 8 months ago
Alternatives and similar repositories for hydro-interpretive-dl:
Users that are interested in hydro-interpretive-dl are comparing it to the libraries listed below
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆45Updated 4 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- LSTM Data and Model for Streamflow Forecasting☆32Updated 3 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆21Updated 2 years ago
- ☆29Updated 4 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆20Updated 2 years ago
- Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"☆40Updated last year
- EXP-HYDRO Hydrological Model☆26Updated last year
- SuperflexPy: The flexible language of hydrological modelling☆53Updated 5 months ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- Data for Water Resource Management☆27Updated 3 years ago
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆20Updated 2 weeks ago
- Accompanying code for CCAM dataset☆21Updated last year
- Python implementation of the HBV Hydrological Model☆19Updated 5 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆91Updated 4 years ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated 3 months ago
- GR4J rainfall runoff model implemented in Python☆37Updated 5 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- A Python Package for Statistical Analysis of Climate☆61Updated 7 months ago
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 4 years ago
- Datasets downloader and reader for Hydrologic Modeling☆24Updated 2 months ago
- Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method☆32Updated last month
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆15Updated last year
- VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model☆32Updated last year
- WaterResources (DLUT)☆17Updated last year
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated 2 weeks ago
- ☆15Updated 4 years ago
- Bias correction method using quantile mapping☆14Updated last year
- ☆15Updated 5 years ago