PyForecast
Water forecasting tool
Tools for building predictive models of seasonal water flow and inflow forecasts
PyForecast is a statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows. PyForecast allows users to make current water-year forecasts using models developed with the program.
28 stars
10 watching
12 forks
Language: Python
last commit: 12 months ago
Linked from 1 awesome list
forecastinghydrologymachine-learningpythonstatistical-models
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 nixtla/mlforecast | A framework to perform time series forecasting using machine learning models on large datasets. | 924 |
 skforecast/skforecast | A Python library for building machine learning models to forecast time series data | 1,189 |
 pysteps/pysteps | A Python framework for ensemble prediction and forecast verification in various weather-related fields | 477 |
 csiro-hydroinformatics/pybomwater | A Python tool for accessing data from the Bureau of Meteorology's Water Data Service using SOS2 protocol | 21 |
 deltares/pyflwdir | A Python package for fast and efficient hydrological and topographic data processing | 78 |
 ec-usgs/pywatershed | A hydrologic model framework using Python and Fortran | 36 |
 usda-ars-nwrc/awsm | An automated water supply forecasting tool for multiple basins | 9 |
 pschmidtwalter/lwfbrook90r | An R package implementing a hydrological model that simulates daily transpiration, evaporation, and water fluxes through a soil profile. | 11 |
 mdbartos/pysheds | A Python library for watershed delineation from digital elevation models. | 740 |
 tsutterley/pytmd | Software for predicting ocean tides and related phenomena | 138 |
 changliao1025/pyhexwatershed | A Python interface to a mesh-independent flow direction model for hydrological models | 26 |
 uu-hydro/pcr-globwb_model | A hydrological model for simulating global to regional water balance | 121 |
 codeforboston/safe-water | Analyzing water quality issues using data science and machine learning | 41 |
 hydrology-ifh/roger | A Python-based hydrological model for simulating runoff generation and solute transport | 19 |
 robeltakele/aquabeher | A tool for estimating and predicting wet season calendars and soil water balances for agricultural applications. | 10 |