High resolution WRF climatic simulations for the Iberian Peninsula: Model validation

被引:59
|
作者
Marta-Almeida, Martinho [1 ]
Teixeira, Joao C. [2 ]
Carvalho, Maria J. [2 ]
Melo-Goncalves, Paulo [2 ]
Rocha, Alfredo M. [2 ]
机构
[1] CESAM Univ Aveiro, Dept Ambiente & Ordenamento, Campus Santiago, P-3810193 Aveiro, Portugal
[2] CESAM Univ Aveiro, Dept Fis, Campus Santiago, P-3810193 Aveiro, Portugal
关键词
Dynamical downscaling; Climate modelling; WRF; MPI-ESM; ERA-Interim; Iberian Peninsula; UNITED-STATES; SENSITIVITY; BOUNDARY;
D O I
10.1016/j.pce.2016.03.010
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A high resolution atmospheric modelling study was done for a 20-year recent historical period. The dynamic downscaling approach adopted used the Max Planck Institute Earth System Model (MPI-ESM) to drive the WRF running in climate mode. Three online nested domains were used covering part of the North Atlantic and Europe, with a resolution 81 km, and reaching 9 km in the innermost domain which covers the Iberian Peninsula. This paper presents the validation of the WRF configuration, which is based on historic simulations between 1986 and 2005 and observational datasets of near surface temperature and precipitation for the same period. The validation was done in terms of comparison of probability distributions between model results and observations, as daily climatologies, spatially averaged inside subdomains obtained with cluster analysis of the observations, for each of the four seasons. In addition, Taylor diagrams are presented for each of the seasons and subdomains. This validation approach was repeated with the results of a new WRF simulation with the same parameterisations but forced by the ERA-Interim reanalysis. The capacity of the MPI-ESM driven WRF configuration to compare with observations and in a manner similar to the ERA-Interim driven WRF, ensures the capacity of the configuration for climate and climate change studies. Considering the difficulty to simulate extremes in long term simulations, the results showed a comfortable comparison of both models (forced by climate model and reanalysis results) with observations. This provides us confidence on the continuity of using the MPI-ESM driven WRF configuration for climate studies. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:94 / 105
页数:12
相关论文
共 50 条
  • [1] Updated vegetation information in high resolution WRF simulations
    Refslund, Joakim
    Dellwik, Ebba
    Hahmann, Andrea N.
    Boegh, Eva
    [J]. CLIMATE AND LAND SURFACE CHANGES IN HYDROLOGY, 2013, 359 : 233 - 238
  • [2] WRF high resolution simulation of Iberian mean and extreme precipitation climate
    Cardoso, R. M.
    Soares, P. M. M.
    Miranda, P. M. A.
    Belo-Pereira, M.
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2013, 33 (11) : 2591 - 2608
  • [3] A comprehensive sensitivity analysis of the WRF model for air quality applications over the Iberian Peninsula
    Borge, Rafael
    Alexandrov, Vassil
    del Vas, Juan Jose
    Lumbreras, Julio
    Rodriguez, Encarnacion
    [J]. ATMOSPHERIC ENVIRONMENT, 2008, 42 (37) : 8560 - 8574
  • [4] Evaluation of High-Resolution Land Cover Geographical Data for the WRF Model Simulations
    Siewert, Jolanta
    Kroszczynski, Krzysztof
    [J]. REMOTE SENSING, 2023, 15 (09)
  • [5] High resolution local wave energy modelling in the Iberian Peninsula
    Silva, Dina
    Rute Bento, A.
    Martinho, Paulo
    Guedes Soares, C.
    [J]. ENERGY, 2015, 91 : 1099 - 1112
  • [6] Recent trends of extreme precipitation indices in the Iberian Peninsula using observations and WRF model results
    Carvalho, M. J.
    Marta-Almeida, M.
    Melo-Goncalves, P.
    Rocha, A.
    [J]. PHYSICS AND CHEMISTRY OF THE EARTH, 2016, 94 : 10 - 21
  • [7] High-Resolution Climate Simulations in the Tropics with Complex Terrain Employing the CESM/WRF Model
    Afrizal, Tomi
    Surussavadee, Chinnawat
    [J]. ADVANCES IN METEOROLOGY, 2018, 2018
  • [8] Covariability of seasonal temperature and precipitation over the Iberian Peninsula in high -resolution regional climate simulations (1001-2099)
    Fernandez-Montes, S.
    Gomez-Navarro, J. J.
    Rodrigo, F. S.
    Garcia-Valero, J. A.
    Montavez, J. P.
    [J]. GLOBAL AND PLANETARY CHANGE, 2017, 151 : 122 - 133
  • [9] Nesting simulations at two regions on the Iberian Peninsula
    Carvalho, AC
    Souto, MJ
    Tchepel, O
    Borrego, C
    [J]. AIR POLLUTION VI, 1998, 6 : 47 - 56
  • [10] Integrated High-resolution Numerical Model for the NW Iberian Peninsula Coast and Main Estuarine Systems
    Sousa, Magda C.
    Ribeiro, Americo S.
    Des, Marisela
    Mendes, Renato
    Alvarez, Ines
    Gomez-Gesteira, Moncho
    Dias, Joao M.
    [J]. JOURNAL OF COASTAL RESEARCH, 2018, : 66 - 70