edu.ucar.gdex::d010113 eng; USA utf-8 dataset NSF NCAR Geoscience Data Exchange datahelp@ucar.edu https://gdex.ucar.edu NSF NCAR Geoscience Data Exchange The Geoscience Data Exchange (GDEX), managed by the Computational and Information Systems Laboratory (CISL) at NSF NCAR, contains a large collection of meteorological, atmospheric composition, and oceanographic observations, and operational and reanalysis model outputs, integrated with NSF NCAR High Performance Compute services to support atmospheric and geosciences research. download pointOfContact 2026-04-22T20:01:35Z ISO 19115 Geographic Information - Metadata ISO19115:2003/Cor 1 2006 https://gdex.ucar.edu/datasets/d010113 Runoff Risk V3.0 Hydrometeorological Dataset d010113 2025-09-23 publication Yates, David N. author NSF National Center for Atmospheric Research publisher This dataset provides retrospective runoff risk forecasts and supporting data for the Great Lakes region. It includes retrospective simulations from the NOAA National Water Model (NWM) configuration of WRF-Hydro. These simulations were executed to produce approximately 25 additional land surface grid variables, along with surface and subsurface runoff outputs, identified as crucial for predicting runoff initiation at the edge of field. Two distinct processing workflows were used to generate the final forecast products. The first workflow employs a statistical post-processing approach, including quantile mapping bias correction, which adjusts NWM surface runoff predictions based on edge-of-field observations and USGS streamflow data. This workflow also incorporates a regionalization of the statistical model and bias correction using a Hydrologic Unit Code 10 (HUC10) level cluster analysis. The second, more streamlined workflow, consists solely of the bias correction of NWM output. This collection contains the raw WRF-Hydro outputs and the outputs from both retrospective forecast workflows. The data can be used to assess the skill of NWM-based runoff risk predictions and to compare the performance of the two different post-processing strategies. The primary goal of this dataset is to support the transition of these improved runoff risk tools into an operational environment at the NOAA Office of Water Prediction, ultimately aiding farmers in optimizing manure application timing to reduce nutrient runoff into the Great Lakes. completed datahelp@ucar.edu pointOfContact notPlanned dataset https://gdex.ucar.edu/images/ds_logos/default_200_200.png Logo thumbnail from URL png HDF5/NetCDF4 dataset Resource Type 2021-03-30 revision 4.4 DataCite Metadata Working Group orginator resourceTypeGeneral WRF > Weather Research and Forecasting (WRF) Model U.S. National Aeronautics and Space Administration Global Change Master Directory GCMD 2026-04-15 revision 23.7 NASA Global Change Master Directory orginator Valids List: Platforms EARTH SCIENCE > AGRICULTURE > SOILS > SOIL MOISTURE/WATER CONTENT EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC RADIATION > NET RADIATION EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC TEMPERATURE > SURFACE TEMPERATURE > AIR TEMPERATURE EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC TEMPERATURE > SURFACE TEMPERATURE > SKIN TEMPERATURE EARTH SCIENCE > ATMOSPHERE > PRECIPITATION > PRECIPITATION RATE EARTH SCIENCE > LAND SURFACE > SOILS > SOIL TEMPERATURE EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > GROUND WATER > GROUND WATER FEATURES > WATER TABLE > WATER TABLE DEPTH EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > GROUND WATER > GROUND WATER PROCESSES/MEASUREMENTS > SUBSURFACE FLOW U.S. National Aeronautics and Space Administration Global Change Master Directory GCMD 2026-04-15 revision 23.7 NASA Global Change Master Directory orginator Valids List: Science and Services Keywords Creative Commons Attribution 4.0 International License None eng utf-8 climatologyMeteorologyAtmosphere 2008-01-01 2017-12-31 NSF NCAR Geoscience Data Exchange datahelp@ucar.edu https://gdex.ucar.edu distributor 775045.63 https://gdex.ucar.edu/datasets/d010113/ https Dataset Description Related Link information https://gdex.ucar.edu/datasets/d010113/dataaccess/ https Data Access Related Link download none asNeeded