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USGS Analysis Ready Data Python Examples

February 5, 2026

This product contains Jupyter Notebooks demonstrating how to retrieve, process, and analyze USGS analysis ready data (ARD) using Python. The purpose of these examples is to introduce novice Python users to real-life earth science data workflows. The examples include using the data retrieval package to pull NWIS data, pulling NOAA NOS CO-OPs water level data to visualize hurricane Helene and working with Landsat data.

Publication Year 2026
Title USGS Analysis Ready Data Python Examples
DOI 10.5066/P1SWEEXX
Authors Bojan Milinic, Marc A Hunter, Christopher R Sherwood
Product Type Software Release
Record Source USGS Asset Identifier Service (AIS)
USGS Organization Upper Midwest Water Science Center - Madison, WI, Office
Rights This work is marked with CC0 1.0 Universal
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