Canopy temperature for simulation of heat stress in irrigated wheat in a semi-arid environment: A multi-model comparison

Heidi Webber, Pierre Martre, Senthold Asseng, Bruce Kimball, Jeffrey White, Michael Ottman, Gerard W. Wall, Giacomo De Sanctis, Jordi Doltra, Robert Grant, Belay Kassie, Andrea Maiorano, Jørgen E. Olesen, Dominique Ripoche, Ehsan Eyshi Rezaei, Mikhail A. Semenov, Pierre Stratonovitch, Frank Ewert

Research output: Contribution to journalArticlepeer-review

76 Scopus citations


Even brief periods of high temperatures occurring around flowering and during grain filling can severely reduce grain yield in cereals. Recently, ecophysiological and crop models have begun to represent such phenomena. Most models use air temperature (Tair) in their heat stress responses despite evidence that crop canopy temperature (Tc) better explains grain yield losses. Tc can deviate significantly from Tair based on climatic factors and the crop water status. The broad objective of this study was to evaluate whether simulation of Tc improves the ability of crop models to simulate heat stress impacts on wheat under irrigated conditions. Nine process-based models, each using one of three broad approaches (empirical, EMP; energy balance assuming neutral atmospheric stability, EBN; and energy balance correcting for the atmospheric stability conditions, EBSC) to simulate Tc, simulated grain yield under a range of temperature conditions. The models varied widely in their ability to reproduce the measured Tc with the commonly used EBN models performing much worse than either EMP or EBSC. Use of Tc to account for heat stress effects did improve simulations compared to using only Tair to a relatively minor extent, but the models that additionally use Tc on various other processes as well did not have better yield simulations. Models that simulated yield well under heat stress had varying skill in simulating Tc. For example, the EBN models had very poor simulations of Tc but performed very well in simulating grain yield. These results highlight the need to more systematically understand and model heat stress events in wheat.

Original languageEnglish (US)
Pages (from-to)21-35
Number of pages15
JournalField Crops Research
StatePublished - Feb 15 2017


  • Canopy temperature
  • Crop model comparison
  • Heat stress
  • Wheat

ASJC Scopus subject areas

  • Agronomy and Crop Science
  • Soil Science


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