drivendataorg/water-supply-forecast-rodeo
A repository for the winners of the Water Supply Forecast Rodeo challenge
This project provides advanced models for predicting seasonal water supply in the Western United States. It takes in various environmental data, like snow water equivalent, precipitation, and streamflow observations, to produce probabilistic forecasts of future cumulative streamflow. Water resource managers, flood control experts, and hydropower operators can use these forecasts for critical decision-making.
No commits in the last 6 months.
Use this if you need accurate, data-driven predictions of seasonal water supply to manage water resources effectively in regions facing dry conditions and high demand.
Not ideal if you are looking for real-time flood warnings or short-term weather predictions rather than seasonal water supply forecasts.
Stars
12
Forks
4
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jan 23, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/drivendataorg/water-supply-forecast-rodeo"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
OuyangWenyu/torchhydro
TorchHydro: datasets, and models for watershed hydrological modeling
confidence-duku/bakaano-hydro
A distributed hydrology-guided neural network model for streamflow prediction
mhpi/hydrodl2
Repository for MHPI differentiable hydrological models.
WaterFutures/water-futures-battle
Part of the Battle of Water Networks competition series | WDSA/CCWI 2026, May 18-21, Paphos,...
IBM/Environmental-Intelligence-Suite
IBM Environmental Intelligence Suite