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Simulated wind speed and initial conditions over the WFIP2 region: Sea-breeze (D02)

Metadata Updated: April 26, 2022

Overview

The purpose of this work is to assess the sensitivity of the forecast for turbine height wind speed to initial condition (IC) uncertainties over the Columbia River Gorge and Columbia River Basin for two typical weather phenomena: a local thermal gradient induced by a marine air intrusion and passage of a cold front. The Weather Research and Forecasting (WRF) model data assimilation system (WRFDA) was used to generate ensemble ICs from the North American Regional Analysis (NARR) for the WRF model initialization. The simulated turbine-height wind speeds were categorized into four types using the self-organizing map (SOM) technique. This work advances understanding of IC uncertainties impacts on wind speed forecasts and locates the high-impact regions.

Data Details

This dataset contains 100 ensemble simulation outputs over the WFIP2 study region (inner domain, d02) for the sea-breeze case. Variables include surface pressure (PSFC), geopotential height (PH), pressure (P), 2-m temperature (T2), and wind speed (U & V) are compressed in a single zip file for each case. The files are named in the format of [var].[timestamp].nc, which contain 100 ensembles in one file. WRF namelists are also included. The sea-breeze case is for the time period 2016-08-16 to 2016-08-17.

Access & Use Information

Public: This dataset is intended for public access and use. License: Creative Commons Attribution

Downloads & Resources

Dates

Metadata Created Date September 15, 2021
Metadata Updated Date April 26, 2022

Metadata Source

Harvested from OpenEI data.json

Additional Metadata

Resource Type Dataset
Metadata Created Date September 15, 2021
Metadata Updated Date April 26, 2022
Publisher Wind Energy Technologies Office (WETO)
Maintainer
Doi 10.21947/1819820
Identifier https://data.openei.org/submissions/4489
Data First Published 2016-08-16T00:00:00Z
Data Last Modified 2021-10-11T00:00:00Z
Public Access Level public
Bureau Code 019:20
Metadata Context https://openei.org/data.json
Metadata Catalog ID https://openei.org/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Data Quality True
Harvest Object Id 35126ee2-733a-46db-bcb6-febdc252127e
Harvest Source Id 7cbf9085-0290-4e9f-bec1-91653baeddfd
Harvest Source Title OpenEI data.json
Homepage URL https://a2e.energy.gov/data/wfip2.model/casestudy.wrf.02.seabreeze.02
License https://creativecommons.org/licenses/by/4.0/
Program Code 019:010
Projectnumber 67025
Projecttitle Wind Data Hub
Source Datajson Identifier True
Source Hash c494d10576739ec36ee9ac5efd5fc32dd80406cd
Source Schema Version 1.1

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