Mean radiant temperature from global-scale numerical weather prediction models

被引:0
|
作者
Claudia Di Napoli
Robin J. Hogan
Florian Pappenberger
机构
[1] European Centre for Medium-Range Weather Forecasts,
[2] University of Reading,undefined
关键词
Mean radiant temperature; Radiation; Numerical weather prediction; Human comfort; Validation;
D O I
暂无
中图分类号
学科分类号
摘要
In human biometeorology, the estimation of mean radiant temperature (MRT) is generally considered challenging. This work presents a general framework to compute the MRT at the global scale for a human subject placed in an outdoor environment and irradiated by solar and thermal radiation both directly and diffusely. The proposed framework requires as input radiation fluxes computed by numerical weather prediction (NWP) models and generates as output gridded globe-wide maps of MRT. It also considers changes in the Sun’s position affecting radiation components when these are stored by NWP models as an accumulated-over-time quantity. The applicability of the framework was demonstrated using NWP reanalysis radiation data from the European Centre for Medium-Range Weather Forecasts. Mapped distributions of MRT were correspondingly computed at the global scale. Comparison against measurements from radiation monitoring stations showed a good agreement with NWP-based MRT (coefficient of determination greater than 0.88; average bias equal to 0.42 °C) suggesting its potential as a proxy for observations in application studies.
引用
收藏
页码:1233 / 1245
页数:12
相关论文
共 50 条
  • [1] Mean radiant temperature from global-scale numerical weather prediction models
    Di Napoli, Claudia
    Hogan, Robin J.
    Pappenberger, Florian
    INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2020, 64 (07) : 1233 - 1245
  • [2] Numerical Prediction of Mean Radiant Temperature in Radiant Cooling Indoor Environments
    Xing Daoming
    Li Nianping
    JOURNAL OF THERMAL SCIENCE, 2022, 31 (02) : 359 - 369
  • [3] Numerical Prediction of Mean Radiant Temperature in Radiant Cooling Indoor Environments
    Daoming Xing
    Nianping Li
    Journal of Thermal Science, 2022, 31 : 359 - 369
  • [4] Numerical Prediction of Mean Radiant Temperature in Radiant Cooling Indoor Environments
    XING Daoming
    LI Nianping
    Journal of Thermal Science, 2022, 31 (02) : 359 - 369
  • [5] Global-scale parameters for ecological models
    Gianpaolo Coro
    Pasquale Bove
    Kathleen Kesner-Reyes
    Scientific Data, 10
  • [6] Global-scale parameters for ecological models
    Coro, Gianpaolo
    Bove, Pasquale
    Kesner-Reyes, Kathleen
    SCIENTIFIC DATA, 2023, 10 (01)
  • [7] A global analysis of sea surface temperature for numerical weather prediction
    Brasnett, B
    JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 1997, 14 (04) : 925 - 937
  • [8] Worldwide evaluation of mean and extreme runoff from six global-scale hydrological models that account for human impacts
    Zaherpour, Jamal
    Gosling, Simon N.
    Mount, Nick
    Schmied, Hannes Mueller
    Veldkamp, Ted I. E.
    Dankers, Rutger
    Eisner, Stephanie
    Gerten, Dieter
    Gudmundsson, Lukas
    Haddeland, Ingjerd
    Hanasaki, Naota
    Kim, Hyungjun
    Leng, Guoyong
    Liu, Junguo
    Masaki, Yoshimitsu
    Oki, Taikan
    Pokhrel, Yadu
    Satoh, Yusuke
    Schewe, Jacob
    Wada, Yoshihide
    ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (06):
  • [9] Aerosol as a critical factor causing forecast biases of air temperature in global numerical weather prediction models
    Huang, Xin
    Ding, Aijun
    SCIENCE BULLETIN, 2021, 66 (18) : 1917 - 1924
  • [10] Global-scale seismic interferometry: theory and numerical examples
    Ruigrok, Elmer
    Draganov, Deyan
    Wapenaar, Kees
    GEOPHYSICAL PROSPECTING, 2008, 56 (03) : 395 - 417