Skip to main content
U.S. flag

An official website of the United States government

Predicting biological conditions for small headwater streams in the Chesapeake Bay watershed

December 1, 2018

A primary goal for Chesapeake Bay watershed restoration is to improve stream health and function in 10% of stream miles by 2025. Predictive spatial modeling of stream conditions, when accurate, is one method to fill gaps in monitoring coverage and estimate baseline conditions for restoration goals. Predictive modeling can also monitor progress as additional data become available. We developed a random forests model to predict biological condition of small streams (

Publication Year 2018
Title Predicting biological conditions for small headwater streams in the Chesapeake Bay watershed
DOI 10.1086/700701
Authors Kelly O. Maloney, Zachary M. Smith, Claire Buchanan, Andrea Nagel, John A. Young
Publication Type Article
Publication Subtype Journal Article
Series Title Freshwater Science
Index ID 70202698
Record Source USGS Publications Warehouse
USGS Organization Leetown Science Center
Was this page helpful?