jfzhang95 / LSTM-water-table-depth-predictionView external linksLinks
Theano implementation of our paper 'Developing a Long Short-Term Memory (LSTM) based Model for Predicting Water Table Depth in Agricultural Areas', Journal of Hydrology.
☆49Mar 8, 2019Updated 6 years ago
Alternatives and similar repositories for LSTM-water-table-depth-prediction
Users that are interested in LSTM-water-table-depth-prediction are comparing it to the libraries listed below
Sorting:
- Implement paper using PyTorch☆17Feb 11, 2022Updated 4 years ago
- The Rainfall Intensity Data Series can be Fitted to Eight Different PDFs and the Intensity-Duration-Frequency Curves are Computed☆13Dec 26, 2022Updated 3 years ago
- Partitioning eddy covariance ET using optimal approaches☆10May 11, 2019Updated 6 years ago
- A three session course demonstrating the use of Python for many data analysis and visualisation tasks in hydrology and hydrogeology☆20Jul 3, 2021Updated 4 years ago
- Finite difference model building and application course in Python (jupyter notebooks)☆21May 24, 2017Updated 8 years ago
- Water color classification and optimization based on hyper/multispectral reflectances.☆10Jan 6, 2022Updated 4 years ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆29Oct 25, 2019Updated 6 years ago
- Satellite remote sensing based reservoir operations monitoring☆12Mar 2, 2023Updated 2 years ago
- Water Level Prediction from Rain Fall Data☆13Mar 25, 2023Updated 2 years ago
- Computer Vision Approaches to Automate Mapping of Irrigated Lands☆12Feb 15, 2023Updated 3 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆71Aug 22, 2022Updated 3 years ago
- Ground-Water Hydrograph Analysis Toolbox☆33Sep 15, 2023Updated 2 years ago
- 12 baseflow separation methods with automatic parameter calibration☆35Mar 18, 2025Updated 10 months ago
- Water level prediction for a reservoir comparing uni- and multivariate models (ARIMA, Prophet, CatBoost Trees and LSTM) and assessing imp…☆12Apr 15, 2021Updated 4 years ago
- Get and process stream flows and groundwater levels from NWIS.☆14Nov 17, 2023Updated 2 years ago
- Python FLEXPART Plotting☆15Jan 27, 2026Updated 3 weeks ago
- Change Point Detection in Time Series☆14Mar 15, 2023Updated 2 years ago
- A method of estimating transpiration directly from carbon, water, and energy fluxes, such as eddy covariance datasets☆14Apr 13, 2023Updated 2 years ago
- Table of Contents for all of the starred repositories in my GitHub☆17Apr 11, 2022Updated 3 years ago
- Package for loading hydrological time series into custom DataFrames☆69Updated this week
- Mapping of groundwater level for realistic flow flowpaths using semi-automated kriging.☆16Feb 9, 2024Updated 2 years ago
- Medium post example file☆14Mar 18, 2023Updated 2 years ago
- A Python library for fitting streamflow rating curves.☆20Dec 5, 2025Updated 2 months ago
- Spatial Processes in HYdrology (SPHY) model☆39Jun 16, 2019Updated 6 years ago
- QGIS Processing provider for SWAT based hydrological modelling☆16Feb 19, 2018Updated 7 years ago
- Code for papers Optimal Reservoir Operations using Long Short-Term Memory Network and Bi-directional Storage Capacity and Elevation Level…☆17Sep 10, 2021Updated 4 years ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆39Apr 19, 2021Updated 4 years ago
- Interactive wind roses diagrams made easy☆16Mar 11, 2021Updated 4 years ago
- Quality control procedure for hourly rainfall data☆16Jan 24, 2023Updated 3 years ago
- Visualized QA/QC of weather station data☆25Mar 10, 2025Updated 11 months ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 3 years ago
- A hydrologic model in Python☆50Dec 9, 2025Updated 2 months ago
- A Python package for the PRMS hydrologic model☆18Oct 3, 2024Updated last year
- A tropical cyclone rainfall model for python☆21Jun 23, 2025Updated 7 months ago
- A Python library for the assessment of spatially distributed groundwater recharge and hydrological components with HELP☆22Aug 27, 2025Updated 5 months ago
- A 1D Richards Equation solver written in python☆22Dec 19, 2019Updated 6 years ago
- Hydrologic AnalySis Package. See official source code: https://doi-usgs.github.io/HASP/☆19Dec 2, 2025Updated 2 months ago
- Goodness of Fit metrics for use in comparison studies, specifically in the field of hydrology.☆49Dec 22, 2025Updated last month
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆23Oct 12, 2022Updated 3 years ago