This software was designed with the purpose of anomaly detection and correction for time series water sensor data. This software was developed using the Logan River Observatory data set.
Open-source R tool for detecting vacant residential properties using municipal smart water meter data. Developed and validated with the City of Santa Fe, NM.
R package for accessing USGS stream-gage camera images via the NIMS API. Discover cameras, list and download time-lapse imagery, and assemble animated GIFs or MP4 videos of rivers, streams, and flood events across the United States. Pairs with dataRetrieval for NWIS site metadata.
Web application interface for USGS water data access using OpenAI GPT-3.5
Data from scraping SDWIS Water System Details pages, distributed in the Datapackage format.
Utility functions for preparing environmental time series data for stream metabolism modeling with streamMetabolizer. Includes tools for data retrieval, unit conversion, timestamp alignment, and light, pressure, and dissolved gas calculations.
HWIN-Bench v1.0.0: Reproducible water quality benchmark for ML evaluation across 5 datasets, 49 canonical variables, 11 benchmark variables, 7 models, 385 evaluations with GroupKFold (n=5 CI).
A lightweight Python toolkit for downloading, processing, and filtering USGS NWIS daily water data. Supports batch downloads, parameter code discovery, and tidy Pandas DataFrames.
An EcoSystem that describe how wather condition affect on water sources in Israel.
Projeto de desagregação do consumo de água residêncial
Explore 23 Arizona groundwater areas with official basin boundaries and dated, source-linked well observations.
AutoEncoders for Event Detection (AEED): a Keras-based class for anomaly detection in water sensor networks.
MCP server giving AI agents hydrology data from USGS, NOAA, France's Hub'Eau, the UK Environment Agency and SWOT: river level, streamflow, flood forecasts, basins. Values carry their unit, datum and record quality, so a stage is never silently compared against an elevation.
Database web application of water load data for various constituents from across the YNP
WeeWX 5.x extension: augment archive records with lake level and precipitation data from the USGS Water Services API.
US Geological Survey — independent third-party profile of a public API surface, by API Evangelist. The US Geological Survey is a scientific agency of the United States government that conducts research on the natural resources, natural hazards, and environmental health of the United States.
R tools for Geoconnex discovery, identifier crosswalks, and watershed data snapshots
Automated daily Salt River CFS & gauge report — fetches USGS and Open-Meteo data, emails a float-day verdict + year-over-year chart each morning via GitHub Actions.
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