Verification of Numerical Weather Prediction Model Results for Energy Applications in Latvia

被引：13

作者：

Sile, T. ^{[1
]}

Bekere, L. ^{[1
]}

Cepite-Frisfelde, D. ^{[1
]}

Sennikovs, J. ^{[1
]}

Bethers, U. ^{[1
]}

机构：

[1] Univ Latvia, Lab Math Modelling Environm & Technol Proc, Zellu 8, LV-1002 Riga, Latvia

来源：

EUROPEAN GEOSCIENCES UNION GENERAL ASSEMBLY 2014, EGU DIVISION ENERGY, RESOURCES & THE ENVIRONMENT (ERE) | 2014年 / 59卷

关键词：

Numerical Weather Prediction; Wind energy; Verification; WRF; PARAMETERIZATION;

D O I：

10.1016/j.egypro.2014.10.369

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Wind power forecasting greatly relies on wind speed forecasts. Numerical Weather Prediction (NWP) models are a reliable source of meteorological forecasts and they can also be used in wind resource assessment. In this work we carry out the verification of wind speed results from the NWP model Weather Research and Forecast (WRF), grid resolution - 3km. Results from 172 model runs in May and November 2013 are compared with meteorological observations in 24 stations in Latvia. The model usually predicts wind speed values that are larger than the observed and the diurnal cycle has a large impact on verification results. Verification results obtained by interpolating model results between gridpoints to the exact station location are compared with results acquired using values from the nearest gridpoint. This distinction is significant in coastal stations. The influence of wind speed and wind direction on model error is analyzed. (C) 2014 The Authors. Published by Elsevier Ltd.

引用

页码：213 / 220

页数：8

共 50 条

[31] Numerical weather prediction as a surrogate for climate observations in practical applications
M. D. Müller
E. Parlow
[J]. Theoretical and Applied Climatology, 2013, 111 : 577 - 584
[32] Verification of mesoscale numerical weather forecasts in mountainous terrain for application to avalanche prediction
Roeger, C
Stull, R
McClung, D
Hacker, J
Deng, XX
Modzelewski, H
[J]. WEATHER AND FORECASTING, 2003, 18 (06) : 1140 - 1160
[33] Verification of Solid Precipitation Forecasts from Numerical Weather Prediction Models in Norway
Koltzow, Morten
Casati, Barbara
Haiden, Thomas
Valkonen, Teresa
[J]. WEATHER AND FORECASTING, 2020, 35 (06) : 2279 - 2292
[34] A global numerical weather prediction model with variable resolution
Hardiker, V
[J]. MONTHLY WEATHER REVIEW, 1997, 125 (01) : 59 - 73
[35] Role of the boundary layer in a numerical weather prediction model
Beljaars, ACM
Viterbo, P
[J]. CLEAR AND CLOUDY BOUNDARY LAYERS, 1998, : 287 - 304
[36] Use of the aliased spectral model in numerical weather prediction
Chen, XS
[J]. MONTHLY WEATHER REVIEW, 1997, 125 (11) : 2998 - 3007
[37] ANMRC LIMITED AREA NUMERICAL WEATHER PREDICTION MODEL
GAUNTLETT, DJ
LESLIE, LM
HINCKSMAN, DR
HALES, TF
[J]. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 1976, 57 (01) : 169 - 169
[38] Parallelization on network of workstations for a model of numerical weather prediction
Uang, PH
[J]. DCABES 2001 PROCEEDINGS, 2001, : 117 - 118
[39] FORECASTS OF TIME AVERAGES WITH A NUMERICAL WEATHER PREDICTION MODEL
ROADS, JO
[J]. JOURNAL OF THE ATMOSPHERIC SCIENCES, 1986, 43 (09) : 871 - 892
[40] Statistical correction of a deterministic numerical weather prediction model
Nott, DJ
Dunsmuir, WTM
Kohn, R
Woodcock, F
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2001, 96 (455) : 794 - 804

← 1 2 3 4 5 →