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Scale Specific Sinuosity metrics and associated derived and modeled Manning’s n values for the global SWOT River Database (SWORD), v17b

May 27, 2026

Scale Specific Sinuosity (S3) attributes are generated for the global SWOT River Database (SWORD) stream reaches greater than 150 meters in length. The S3 and SWORD reach attributes are used in a Random Forest model, trained on 745 gage sites on SWORD measured reaches in North America with available USGS ADCP data. The model is used to predict a baseline Manning’s n resistance coefficient (nb). A reference nb is also derived from established hydrologic and geomorphic relations.

Publication Year 2026
Title Scale Specific Sinuosity metrics and associated derived and modeled Manning’s n values for the global SWOT River Database (SWORD), v17b
DOI 10.5066/P1ZCQZRU
Authors Ethan J Shavers, Gazi (Contractor) Md Iftakher Morshed, Larry V Stanislawski, Merritt E Harlan, David M Bjerklie
Product Type Data Release
Record Source USGS Asset Identifier Service (AIS)
USGS Organization National Geospatial Program
Rights This work is marked with CC0 1.0 Universal
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