Modelling Heat and Drought Adaptation in Crops

<b> </b>Drought and heat stress are increasingly important abiotic limitations to productivity of sorghum. Here, we use long-term simulations to quantify the importance of transpiration rates to drought adaptation and the importance of threshold temperatures and tolerance above the thres...

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Main Authors: Erik van Oosterom, Greg McLean, Kurt Deifel, Vijaya Singh, David Jordan, Graeme Hammer
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Proceedings
Subjects:
Online Access:https://www.mdpi.com/2504-3900/36/1/190
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spelling doaj-f999ce5baa4545149c89cb01bdda70eb2020-11-25T02:58:38ZengMDPI AGProceedings2504-39002019-04-013619019010.3390/proceedings2019036190Modelling Heat and Drought Adaptation in CropsErik van Oosterom0Greg McLean1Kurt Deifel2Vijaya Singh3David Jordan4Graeme Hammer5Queensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Brisbane, QLD 4072, AustraliaAgri-Science Queensland, Department of Agriculture and Fisheries, Toowoomba, QLD 4350, AustraliaQueensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Brisbane, QLD 4072, AustraliaQueensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Brisbane, QLD 4072, AustraliaQueensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Warwick, QLD 4370, AustraliaQueensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland, Brisbane, QLD 4072, Australia<b> </b>Drought and heat stress are increasingly important abiotic limitations to productivity of sorghum. Here, we use long-term simulations to quantify the importance of transpiration rates to drought adaptation and the importance of threshold temperatures and tolerance above the threshold for adaptation of seed set to heat stress. Simulations were parameterised using results of detailed physiological studies. The importance of transpiration rates to drought adaption was studied by comparing productivity of maize and 3dwarf sorghum. These crops have similar transpiration efficiency but contrasting transpiration rates per unit green leaf area (TGLA), which was captured through differences in RUE. Results showed that the greater TGLA of maize reduced productivity under drought stress, but increased productivity in well-watered conditions, indicating a trade-off between yield potential and drought adaptation. The increased water use of maize associated with higher yield potential could negatively affect carry-over of soil water in a cropping systems context. Simulations for sorghum productivity under heat stress, using long-term weather records for six locations across the Australian sorghum belt, showed that the most common incidence of heat stress around anthesis was the occurrence of individual days with maximum temperatures of 36–38 °C. Because these temperatures were near the threshold that limits seed set, increased temperature thresholds generally minimised yield reductions. However, predicted temperature increases in coming decades justify additional selection for increased tolerance above the threshold. As manipulating sowing dates did not reduce risks of heat stress around anthesis, genetic improvement provides the best prospect to mitigate adverse effects on grain yield.https://www.mdpi.com/2504-3900/36/1/190maizeradiation use efficiencyseed setsimulation modelsorghumtemperature threshold
collection DOAJ
language English
format Article
sources DOAJ
author Erik van Oosterom
Greg McLean
Kurt Deifel
Vijaya Singh
David Jordan
Graeme Hammer
spellingShingle Erik van Oosterom
Greg McLean
Kurt Deifel
Vijaya Singh
David Jordan
Graeme Hammer
Modelling Heat and Drought Adaptation in Crops
Proceedings
maize
radiation use efficiency
seed set
simulation model
sorghum
temperature threshold
author_facet Erik van Oosterom
Greg McLean
Kurt Deifel
Vijaya Singh
David Jordan
Graeme Hammer
author_sort Erik van Oosterom
title Modelling Heat and Drought Adaptation in Crops
title_short Modelling Heat and Drought Adaptation in Crops
title_full Modelling Heat and Drought Adaptation in Crops
title_fullStr Modelling Heat and Drought Adaptation in Crops
title_full_unstemmed Modelling Heat and Drought Adaptation in Crops
title_sort modelling heat and drought adaptation in crops
publisher MDPI AG
series Proceedings
issn 2504-3900
publishDate 2019-04-01
description <b> </b>Drought and heat stress are increasingly important abiotic limitations to productivity of sorghum. Here, we use long-term simulations to quantify the importance of transpiration rates to drought adaptation and the importance of threshold temperatures and tolerance above the threshold for adaptation of seed set to heat stress. Simulations were parameterised using results of detailed physiological studies. The importance of transpiration rates to drought adaption was studied by comparing productivity of maize and 3dwarf sorghum. These crops have similar transpiration efficiency but contrasting transpiration rates per unit green leaf area (TGLA), which was captured through differences in RUE. Results showed that the greater TGLA of maize reduced productivity under drought stress, but increased productivity in well-watered conditions, indicating a trade-off between yield potential and drought adaptation. The increased water use of maize associated with higher yield potential could negatively affect carry-over of soil water in a cropping systems context. Simulations for sorghum productivity under heat stress, using long-term weather records for six locations across the Australian sorghum belt, showed that the most common incidence of heat stress around anthesis was the occurrence of individual days with maximum temperatures of 36–38 °C. Because these temperatures were near the threshold that limits seed set, increased temperature thresholds generally minimised yield reductions. However, predicted temperature increases in coming decades justify additional selection for increased tolerance above the threshold. As manipulating sowing dates did not reduce risks of heat stress around anthesis, genetic improvement provides the best prospect to mitigate adverse effects on grain yield.
topic maize
radiation use efficiency
seed set
simulation model
sorghum
temperature threshold
url https://www.mdpi.com/2504-3900/36/1/190
work_keys_str_mv AT erikvanoosterom modellingheatanddroughtadaptationincrops
AT gregmclean modellingheatanddroughtadaptationincrops
AT kurtdeifel modellingheatanddroughtadaptationincrops
AT vijayasingh modellingheatanddroughtadaptationincrops
AT davidjordan modellingheatanddroughtadaptationincrops
AT graemehammer modellingheatanddroughtadaptationincrops
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