![Large, parallel deep learning experiments using Snakemake](https://waterdata.usgs.gov/blog/static/snakemake-ml-experiments/dag_few_cases.png)
How we used Snakemake to automate and parallelize big deep learning experiments.
How we used Snakemake to automate and parallelize big deep learning experiments.
Use R to generate a video and gif similar to the Vizlab animation series, U.S. River Conditions.
A description of how the Water Data for the Nation software development team works.
Basic dataRetrieval tutorial for USGS water data in R.
Access subsets of NHDPlus data and discover sites on the river network with the hydro Network Linked Data Index. Navigation types include upstream mainstem, upstream with tributaries, downstream mainstem and downstream with diversions. Services to provide a basin boundary, linked NWIS stream gage sites, water quality data sites, and twelve digit hydrologic unit code (HUC) watershed outlets.
An update on the Network Linked Data Index Web Application Programming Interface and Client Applications
Compressed formats, Zarr and Parquet scale much better for retrieving, reading, and storing USGS discharge time series data.
Convert wide water quality data wide to long with new tidyverse convention.