Folders: ROOT > ScienceBase Catalog > USGS New York Water Science Center > Daily Estimates of Chlorophyll Concentration for 82 U.S. Rivers ( Show direct descendants )
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ROOT _ScienceBase Catalog __USGS New York Water Science Center ___Daily Estimates of Chlorophyll Concentration for 82 U.S. Rivers Filters
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This child item dataset contains the source of chlorophyll data as well as the approval status of all data aquired from the USGS National Water Information System (NWIS, https://waterdata.usgs.gov/nwis) at the time of data acquisition (10/27/2021). This dataset is part of a larger data release that contains model inputs, observed chlorophyll concentrations, modeled estimates of chlorophyll, and contriubtions of individual variables to modeled predictions.
This child item dataset provides site information for 82 streams and rivers from which data was used to train and test a machine learning model of daily chlorophyll concentrations. This dataset is part of a larger data release that contains model inputs, observed chlorophyll concentrations, model estimates of chlorophyll, and contributions of individual variables to modeled predictions.
This child item dataset includes inputs to and outputs from an extreme gradient boosting model (XGBoost) to predict daily chlorophyll concentrations. Included in this dataset are the necessary model inputs, observed chlorophyll concentrations, and SHapley Additive exPlanations (SHAP) values. SHAP values were used to assess the contribution of each variable to estimated chlorophyll.
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