Envirotyping facilitates understanding of genotype × environment interactions and highlights the potential of stay-green traits in wheat

Article

Amin, Asad, Christopher, Jack, Cooper, Mark, Collins, Brian, Voss-Fels, Kai, Hickey, Lee and Chenu, Karine. 2025. "Envirotyping facilitates understanding of genotype × environment interactions and highlights the potential of stay-green traits in wheat." Field Crops Research. 331. https://doi.org/10.1016/j.fcr.2025.109940
Article Title

Envirotyping facilitates understanding of genotype × environment interactions and highlights the potential of stay-green traits in wheat

ERA Journal ID5309
Article CategoryArticle
AuthorsAmin, Asad, Christopher, Jack, Cooper, Mark, Collins, Brian, Voss-Fels, Kai, Hickey, Lee and Chenu, Karine
Journal TitleField Crops Research
Journal Citation331
Article Number109940
Number of Pages16
Year2025
PublisherElsevier
Place of PublicationNetherlands
ISSN0378-4290
1872-6852
Digital Object Identifier (DOI)https://doi.org/10.1016/j.fcr.2025.109940
Web Address (URL)https://www.sciencedirect.com/science/article/pii/S0378429025002059
Abstract

Better understanding genotype by environment interaction (G×E) can help breeding for better adapted varieties. Envirotyping for environmental water status was applied to assist interpretation of G×E interactions for wheat yield in multi-environment trials conducted in drought-prone Australian environments. Genotypes from a multi-reference parent nested association mapping (MR-NAM) population were tested in 10 trials across the Australian wheatbelt. Genotype yield and phenology were measured in all trials, while traits associated with the stay-green phenotype were assessed for a subset of 5 trials. Envirotyping was conducted by characterizing water stress experienced by genotypes at each trial using crop modelling. Envirotyping facilitated the understanding of G×E interactions by explaining 75, 67, and 66 % of the genotypic variance for yield in severe water-limited (ET3), mild terminal water-stress (ET2), and water-sufficient (ET1) environments, respectively. Yield and stay-green were negatively correlated with flowering time in most trials. However, when focusing on genotypes flowering at similar times within a trial, no significant correlation was found between yield and flowering. Importantly stay-green traits remained significantly correlated with yield. Stay-green traits such as delayed onset of senescence and slower senescence rate benefited yield by 0.2–1.1 t ha−1 across environments, highlighting the breeding potential for stay-green traits in both water-sufficient and water-limited environments. Hence, sustaining green leaf area during grain filling helped to enhance yield. Envirotyping to better understand G×E interactions for yield, coupled with screening for traits exhibiting superior adaptive mechanisms, are powerful assets in assisting plant breeders to select more effectively drought adapted genotypes.

KeywordsGenotype by environment interaction; Envirotyping; Yield; Drought; Stay-green; NDVI; APSIM
Article Publishing Charge (APC) FundingProject Funding
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020300205. Agricultural production systems simulation
300406. Crop and pasture improvement (incl. selection and breeding)
300406. Crop and pasture improvement (incl. selection and breeding)
Public Notes

Files associated with this item cannot be displayed due to copyright restrictions.

Byline AffiliationsUniversity of Queensland
Centre for Sustainable Agricultural Systems
Hochschule Geisenheim University, Germany
Permalink -

https://research.usq.edu.au/item/zy2x4/envirotyping-facilitates-understanding-of-genotype-environment-interactions-and-highlights-the-potential-of-stay-green-traits-in-wheat

Log in to edit
  • 69
    total views
  • 0
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Decile-based index drought insurance to help improve income stability for wheat producers in Australia
Barratt, Jonathan, Kath, Jarrod, Collins, Brian, Mushtaq, Shahbaz and An-Vo, Duc-Anh. 2025. "Decile-based index drought insurance to help improve income stability for wheat producers in Australia." Agricultural Water Management. 318. https://doi.org/10.1016/j.agwat.2025.109726
A novel approach to accelerate ideotyping using model-aided envirotyping
Collins, Brian, Ullah, Najeeb, Song, Youhong and Pembleton, Keith G.. 2025. "A novel approach to accelerate ideotyping using model-aided envirotyping." Agricultural Systems. 229. https://doi.org/10.1016/j.agsy.2025.104430
Estimation of actual evapotranspiration and water requirements of strategic crops under different stresses
Ramezani-Etedali, Hadi, Gorginpaveh, Faraz, Elbeltagi, Ahmad, Abdollahzadeh, Maryam, Collins, Brian and Salem, Ali. 2025. "Estimation of actual evapotranspiration and water requirements of strategic crops under different stresses." Scientific Reports. 15. https://doi.org/10.1038/s41598-025-92481-z
Strategic use of index-based frost insurance to reduce financial risk and improve income stability for wheat producers in Australia
Barratt, Jonathan, Kath, Jarrod, Mushtaq, Shahbaz, Collins, Brian, Chenu, Karine, Christopher, Jack and An-Vo, Duc-Anh. 2025. "Strategic use of index-based frost insurance to reduce financial risk and improve income stability for wheat producers in Australia." Agricultural Systems. 226. https://doi.org/10.1016/j.agsy.2025.104306
Evaluation of water stress index and water poverty in rice production based on the water footprint concept in Iran
Dehghanpir, Shahla, Bazrafshan, Ommolbanin, Ramezani-Etedali, Hadi, Holisaz, Arashk and Ababaei, Behnam. 2024. "Evaluation of water stress index and water poverty in rice production based on the water footprint concept in Iran." Water and Soil Management and Modeling . 4 (1), pp. 18-35. https://doi.org/10.22098/mmws.2023.12116.1206
Stacking beneficial haplotypes from the Vavilov wheat collection to accelerate breeding for multiple disease resistance
Tong, Jingyang, Tarekegn, Zerihun T., Jambuthenne, Dilani, Alahmad, Samir, Periyannan, Sambasivam, Hickey, Lee, Dinglasan, Eric and Hayes, Ben. 2024. "Stacking beneficial haplotypes from the Vavilov wheat collection to accelerate breeding for multiple disease resistance." Theoretical and Applied Genetics: international journal of plant breeding research. 137 (12). https://doi.org/10.1007/s00122-024-04784-w
Evaluating the impact of weather forecasts on productivity and environmental footprint of irrigated maize production systems
Collins, Brian, Lai, Yunru, Grewer, Uwe G, Attard, Steve, Sexton, Justin and Pembleton, Keith G.. 2024. "Evaluating the impact of weather forecasts on productivity and environmental footprint of irrigated maize production systems." Science of the Total Environment. 954. https://doi.org/10.1016/j.scitotenv.2024.176368
Genome-wide atlas of rust resistance loci in wheat
Tong, Jingyang, Zhao, Cong, Liu, Dan, Jambuthenne, Dilani T., Sun, Mengjing, Dinglasan, Eric, Periyannan, Sambasivam K., Hickey, Lee T. and Hayes, Ben J.. 2024. "Genome-wide atlas of rust resistance loci in wheat." Theoretical and Applied Genetics: international journal of plant breeding research. 137 (8). https://doi.org/10.1007/s00122-024-04689-8
Enhancing efficiency and profitability: the impact of smart irrigation scheduling in sugarcane production systems
Wang, Eric, Collins, Brian, Attard, Steve and Everingham, Yvette. 2024. "Enhancing efficiency and profitability: the impact of smart irrigation scheduling in sugarcane production systems." 45th Annual Conference of the Australian Society of Sugar Cane Technologists (ASSCT 2024). Townsville, Australia 15 - 19 Apr 2024 Australia. Australian Society of Sugar Cane Technologists.
Pre- and post-flowering impacts of natural heatwaves on yield components in wheat
Ullah, Najeeb, Collins, Brian, Christopher, John T., Frederiks, Troy and Chenu, Karine. 2024. "Pre- and post-flowering impacts of natural heatwaves on yield components in wheat." Field Crops Research. 316. https://doi.org/10.1016/j.fcr.2024.109489
Water scarcity assessment in Iran’s agricultural sector using the water footprint concept
Dehghanpir, Shahla, Bazrafshan, Ommolbanin, Ramezani-Etedali, Hadi and Collins, Brian. 2024. "Water scarcity assessment in Iran’s agricultural sector using the water footprint concept." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 26 (11), pp. 28995-29020. https://doi.org/10.1007/s10668-023-03852-3
Evaluation of meteorological datasets in estimating the water footprint components of wheat and maize (case study: Qazvin, Iran)
Ramezani-Etedali, Hadi, Gorginpaveh, Faraz, Kakvand, Parisa, Elbeltagi, Ahmed and Collins, Brian. 2024. "Evaluation of meteorological datasets in estimating the water footprint components of wheat and maize (case study: Qazvin, Iran)." AIMS Agriculture and Food. 9 (1), pp. 84-107. https://doi.org/10.3934/agrfood.2024006
Nuclear exchange generates population diversity in the wheat leaf rust pathogen Puccinia triticina
Sperschneider, Jana, Hewitt, Tim, Lewis, David C., Periyannan, Sambasivam, Milgate, Andrew W., Hickey, Lee T., Mago, Rohit, Dodds, Peter N. and Figueroa, Melania. 2023. "Nuclear exchange generates population diversity in the wheat leaf rust pathogen Puccinia triticina." Nature Microbiology. 8 (11), pp. 2130 - 2141. https://doi.org/10.1038/s41564-023-01494-9
Wheat stripe rust resistance locus YR63 is a hot spot for evolution of defence genes – a pangenome discovery
Mackenzie, Amy, Norman, Michael, Gessese, Mesfn, Chen, Chunhong, Sørensen, Chris, Hovmøller, Mogens, Ma, Lina, Forrest, Kerrie, Hickey, Lee, Bariana, Harbans, Bansal, Urmil and Periyannan, Sambasivam. 2023. "Wheat stripe rust resistance locus YR63 is a hot spot for evolution of defence genes – a pangenome discovery." BMC Plant Biology. 23 (1). https://doi.org/10.1186/s12870-023-04576-2
Application of inclusive multiple model for the prediction of saffron water footprint
Moshizi, Zahra Gerkani Nezhad, Bazrafshan, Ommolbanin, Ramezani Etedali, Hadi, Esmaeilpour, Yahya and Collins, Brian. 2023. "Application of inclusive multiple model for the prediction of saffron water footprint." Agricultural Water Management. 277. https://doi.org/10.1016/j.agwat.2022.108125
Balancing pre- and post-anthesis growth to maximize water-limited yield in cereals
Borrell, Andrew K., Christopher, John T., Kelly, Alison, Collins, Brian and Chenu, Karine. 2023. "Balancing pre- and post-anthesis growth to maximize water-limited yield in cereals." Field Crops Research. 296. https://doi.org/10.1016/j.fcr.2023.108919
An optimal combination of sowing date and cultivar could mitigate the impact of simultaneous heat and drought on rainfed wheat in arid regions
Deihimfard, Reza, Rahimi-Moghaddam, Sajjad, El-Serehy, Hamed and Collins, Brian. 2023. "An optimal combination of sowing date and cultivar could mitigate the impact of simultaneous heat and drought on rainfed wheat in arid regions." European Journal of Agronomy. 147. https://doi.org/10.1016/j.eja.2023.126848
Superior leaf physiological performance contributes to sustaining the final yield of cotton (Gossypium hirsutum L.) genotypes under terminal heat stress
Sarwar, Muhammad, Saleem, Muhammad Farrukh, Ullah, Najeeb, Ali, Asjad, Collins, Brian, Shahid, Muhammad, Munir, Muhammad Kashif, Chung, Sang-Min and Kumar, Manu. 2023. "Superior leaf physiological performance contributes to sustaining the final yield of cotton (Gossypium hirsutum L.) genotypes under terminal heat stress." Physiology and Molecular Biology of Plants. 29 (5), pp. 739-753. https://doi.org/10.1007/s12298-023-01322-8
Evaluation of water shortage in wheat production in Iran
Dehghanpir, Shahla, Bazrafshan, Ommolbanin, Ramezani-Etedali, Hadi, Holisaz, Arashk and Collins, Brian. 2023. "Evaluation of water shortage in wheat production in Iran." Journal of Ecohydrology. 9 (4), pp. 719-732. https://doi.org/10.22059/ije.2023.348718.1683
A discussion support system to rapidly assess economic and environmental impacts of different sugarcane irrigation practices
Collins, Brian, Attard, Steve, Banhalmi-Zakar, Zsuzsa and Everingham, Yvette. 2023. "A discussion support system to rapidly assess economic and environmental impacts of different sugarcane irrigation practices." Computers and Electronics in Agriculture. 215. https://doi.org/10.1016/j.compag.2023.108380
Fusarium pseudograminearum and F. culmorum affect the root system architecture of bread wheat
Saad, Ahmed, Christopher, Jack, Martin, Anke, McDonald, Stephen and Percy, Cassandra. 2023. "Fusarium pseudograminearum and F. culmorum affect the root system architecture of bread wheat." The Crop Journal. 11 (1), pp. 316-321. https://doi.org/10.1016/j.cj.2022.08.013
Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters
Choudhury, Malini Roy, Christopher, Jack, Das, Sumanta, Apan, Armando, Menzies, Neal W., Chapman, Scott, Mellor, Vincent and Dang, Yash P.. 2022. "Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters." Environmental Technology and Innovation. 27, pp. 1-14. https://doi.org/10.1016/j.eti.2022.102469
Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques
Das, Sumanta, Christopher, Jack, Choudhury, Malini Roy, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2022. "Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques." Biosystems Engineering. 217, pp. 68-82. https://doi.org/10.1016/j.biosystemseng.2022.03.004
Frequency of compound hot–dry weather extremes has significantly increased in Australia since 1889
Collins, Brian. 2022. "Frequency of compound hot–dry weather extremes has significantly increased in Australia since 1889 ." Journal of Agronomy and Crop Science. 208 (6), pp. 941-955. https://doi.org/10.1111/jac.12545
Future climate change could reduce irrigated and rainfed wheat water footprint in arid environment
Deihimfard, Reza, Rahimi-Moghaddam, Sajjad, Collins, Brian and Azizi, Khosro. 2022. "Future climate change could reduce irrigated and rainfed wheat water footprint in arid environment." Science of the Total Environment. 807 (3). https://doi.org/10.1016/j.scitotenv.2021.150991
Contribution of climate models and APSIM phenological parameters to uncertainties in spring wheat simulations: application of SUFI-2 algorithm in northeast Australia
Collins, Brian, Najeeb, Ullah, Luo, Qunying and Tan, Daniel K. Y.. 2022. "Contribution of climate models and APSIM phenological parameters to uncertainties in spring wheat simulations: application of SUFI-2 algorithm in northeast Australia." Journal of Agronomy and Crop Science. 208 (2), pp. 225-242. https://doi.org/10.1111/jac.12575
Analysis on heat characteristics for summer maize cropping in a semi-arid region
Wang, Zhiwei, Sun, Weiwei, Liu, Xiaoli, Li, Yangyang, Collins, Brian, Ullah, Najeeb and Song, Youhong. 2022. "Analysis on heat characteristics for summer maize cropping in a semi-arid region." Agronomy. 12 (6). https://doi.org/10.3390/agronomy12061435
A cross-scale analysis to understand and quantify effects of photosynthetic enhancement on crop growth and yield across environments
Wu, Alex, Brider, Jason, Busch, Florian A., Chen, Min, Chenu, Karine, Clarke, Victoria C., Collins, Brian, Ermakova, Maria, Evans, John R., Farquhar, Graham D., Forster, Britta, Furbank, Robert T., Groszmann, Michael, Hernandez‐Prieto, Miguel A., Long, Benedict M., McLean, Greg, Potgieter, Andries, Price, G. Dean, Sharwood, Robert E., ..., Hammer, Graeme L.. 2022. "A cross-scale analysis to understand and quantify effects of photosynthetic enhancement on crop growth and yield across environments." Plant, Cell and Environment. 46 (1), pp. 23-44. https://doi.org/10.1111/pce.14453
The Effect of Past Climate Change on the Water Footprint Trend in Saffron at Homogeneous Agroclimatic Regions of Khorasan
Moshizi, zahra Gerkani Nezhad, Bazrafshan, ommolbanin, Ramezani-Etedali, Hadi, Esmaeilpour, yahya and Collins, Brian. 2022. "The Effect of Past Climate Change on the Water Footprint Trend in Saffron at Homogeneous Agroclimatic Regions of Khorasan ." Journal of Saffron Research. 10 (2), pp. 295-311. https://doi.org/10.22077/JSR.2022.5742.1199
Evaluation of CRU TS, GPCC, AgMERRA, and AgCFSR meteorological datasets for estimating climate and crop variables: A case study of maize in Qazvin Province, Iran
Paveh, Faraz Gorgin, Ramezani-Etedali, Hadi and Collins, Brian. 2022. "Evaluation of CRU TS, GPCC, AgMERRA, and AgCFSR meteorological datasets for estimating climate and crop variables: A case study of maize in Qazvin Province, Iran." Journal of Arid Land. 14 (12), pp. 1361-1376. https://doi.org/10.1007/s40333-022-0108-7
Improving Biomass and Grain Yield Prediction of Wheat Genotypes on Sodic Soil Using Integrated High-Resolution Multispectral, Hyperspectral, 3D Point Cloud, and Machine Learning Techniques
Choudhury, Malini Roy, Das, Sumanta, Christopher, Jack, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "Improving Biomass and Grain Yield Prediction of Wheat Genotypes on Sodic Soil Using Integrated High-Resolution Multispectral, Hyperspectral, 3D Point Cloud, and Machine Learning Techniques." Remote Sensing. 13 (17), pp. 1-27. https://doi.org/10.3390/rs13173482
UAV-thermal imaging: A technological breakthrough for monitoring and quantifying crop abiotic stress to help sustain productivity on sodic soils – A case review on wheat
Das, Sumanta, Chapman, Scott, Christopher, Jack, Choudhury, Malini Roy, Menzies, Neal W., Apan, Armando and Dang, Yash P.. 2021. "UAV-thermal imaging: A technological breakthrough for monitoring and quantifying crop abiotic stress to help sustain productivity on sodic soils – A case review on wheat." Remote Sensing Applications: Society and Environment. 23, pp. 1-13. https://doi.org/10.1016/j.rsase.2021.100583
Improving estimation of in-season crop water use and health of wheat genotypes on sodic soils using spatial interpolation techniques and multi-component metrics
Choudhury, Malini Roy, Mellor, Vincent, Das, Sumanta, Christopher, Jack, Apan, Armando, Menzies, Neal W., Chapman, Scott and Dang, Yash P.. 2021. "Improving estimation of in-season crop water use and health of wheat genotypes on sodic soils using spatial interpolation techniques and multi-component metrics." Agricultural Water Management. 255. https://doi.org/10.1016/j.agwat.2021.107007
Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning
Das, Sumanta, Christopher, Jack, Apan, Armando, Choudhury, Malini Roy, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning." Agricultural and Forest Meteorology. 307. https://doi.org/10.1016/j.agrformet.2021.108477
UAV-thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil
Das, Sumanta, Christopher, Jack, Apan, Armando, Choudhury, Malini Roy, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "UAV-thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil." ISPRS Journal of Photogrammetry and Remote Sensing. 173, pp. 221-237. https://doi.org/10.1016/j.isprsjprs.2021.01.014
Investigating Spatiotemporal Variations of Precipitation across Iran over 1957-2016 using the CRU Gridded Dataset
Ramezani-Etedali, Hadi Ramezani and Ababaei, Behnam. 2021. "Investigating Spatiotemporal Variations of Precipitation across Iran over 1957-2016 using the CRU Gridded Dataset." Modares Civil Engineering journal. 21 (1), pp. 103-117.
Impacts of droughts on rainfall use efficiency in different climatic zones and land uses in Iran
Ahmadaali, Khaled, Damaneh, Hadi Eskandari, Ababaei, Behnam and Damaneh, Hamed Eskandari. 2021. "Impacts of droughts on rainfall use efficiency in different climatic zones and land uses in Iran ." Arabian Journal of Geosciences. 14 (2). https://doi.org/10.1007/s12517-020-06389-1
Limiting transpiration rate in high evaporative demand conditions to improve Australian wheat productivity
Collins, Brian, Chapman, Scott, Hammer, Graeme and Chenu, Karine. 2021. "Limiting transpiration rate in high evaporative demand conditions to improve Australian wheat productivity." In Silico Plants. 3 (1). https://doi.org/10.1093/insilicoplants/diab006
Improving productivity of Australian wheat by adapting sowing date and genotype phenology to future climate
Collins, Brian and Chenu, Karine. 2021. "Improving productivity of Australian wheat by adapting sowing date and genotype phenology to future climate." Climate Risk Management. 32. https://doi.org/10.1016/j.crm.2021.100300
Spatiotemporal variations of evapotranspiration and reference crop water requirement over 1957–2016 in Iran based on CRU TS gridded dataset
Collins, Brian, Ramezani-Etedali, Hadi, Tavakol, Ameneh and Kaviani, Abbas. 2021. "Spatiotemporal variations of evapotranspiration and reference crop water requirement over 1957–2016 in Iran based on CRU TS gridded dataset." Journal of Arid Land. 13 (8), p. 858–878. https://doi.org/10.1007/s40333-021-0103-4
Methodology to assess the changing risk of yield failure due to heat and drought stress under climate change
Stella, Tommaso, Webber, Heidi, Olesen, Jørgen E, Ruane, Alex C, Fronzek, Stefan, Bregaglio, Simone, Mamidanna, Sravya, Bindi, Marco, Collins, Brian, Faye, Babacar, Ferrise, Roberto, Fodor, Nandor, Gabaldón-Leal, Clara, Jabloun, Mohamed, Kersebaum, Kurt-Christian, Lizaso, Jon I, Lorite, Ignacio J, Manceau, Loic, Martre, Pierre, ..., Ewert, Frank. 2021. "Methodology to assess the changing risk of yield failure due to heat and drought stress under climate change." Environmental Research Letters. 16 (10). https://doi.org/10.1088/1748-9326/ac2196
Functional-structural plant models mission in advancing crop science: opportunities and prospects
Soualiou, Soualihou, Wang, Zhiwei, Sun, Weiwei, de Reffye, Philippe, Collins, Brian, Louarn, Gaëtan and Song, Youhong. 2021. "Functional-structural plant models mission in advancing crop science: opportunities and prospects." Frontiers in Plant Science. 12. https://doi.org/10.3389/fpls.2021.747142
Local sensitivity analysis of AquaCrop model for wheat and maize in Qazvin Plain and Moghan Pars-Abad in Iran
Adabi, Vahid, Azizian, Asghar, Ramezani-Etedali, Hadi, Kaviani, Abbas and Ababaei, Behnam. 2020. "Local sensitivity analysis of AquaCrop model for wheat and maize in Qazvin Plain and Moghan Pars-Abad in Iran." Iranian Journal of Irrigation and Drainage. 13 (6), pp. 1565-1579.
Use of Gridded Weather Datasets in Simulation of Wheat Yield and Water Requirement (Case Study: Iran’s Qazvin Plain)
Bahroloum, Rezvan, Ramezani-Etedali, Hadi, Azizian, Asghar and Ababaei, Behnam. 2020. "Use of Gridded Weather Datasets in Simulation of Wheat Yield and Water Requirement (Case Study: Iran’s Qazvin Plain) ." Journal of Ecohydrology. 7 (3), pp. 691-706. https://doi.org/10.22059/ije.2020.303567.1339
Heat shocks increasingly impede grain filling but have little effect on grain setting across the Australian Wheatbelt
Collins, Behnam and Chenu, Karine. 2020. "Heat shocks increasingly impede grain filling but have little effect on grain setting across the Australian Wheatbelt." Agricultural and Forest Meteorology. 284. https://doi.org/10.1016/j.agrformet.2019.107889
Detection of major weather patterns reduces number of simulations in climate impact studies
Collins, Behnam and Najeeb, Ullah. 2020. "Detection of major weather patterns reduces number of simulations in climate impact studies." Journal of Agronomy and Crop Science. 206 (3), pp. 376-389. https://doi.org/10.1111/jac.12388
Spatio-temporal variations of seven weather variables in Iran: application of CRU TS and GPCC data sets
Ababaei, Behnam. 2020. "Spatio-temporal variations of seven weather variables in Iran: application of CRU TS and GPCC data sets." Irrigation and Drainage. 69 (1), pp. 164-185. https://doi.org/10.1002/ird.2399
The impact of climate variability on water footprint components of rainfed wheat and barley in Qazvin province of Iran
Nazari, Rasta, Ramezani-Etedali, Hadi, Nazari, Bijan and Collins, Brian. 2020. "The impact of climate variability on water footprint components of rainfed wheat and barley in Qazvin province of Iran." Irrigation and Drainage. 69 (4), pp. 826-843. https://doi.org/10.1002/ird.2487
Pan-European multi-crop model ensemble simulations of wheat and grain maize under climate change scenarios
Webber, Heidi, Cooke, Diane Kathleene, Ewert, Frank, Olesen, Jørgen E., Fronzek, Stefan, Ruane, Alex C., Martre, Pierre, Collins, Brian, Bindi, Marco, Ferrise, Roberto, Fodor, Nándor, Gabaldón-Leal, Clara, Gaiser, Thomas, Jabloun, Mohamed, Kersebaum, Kurt, Lizaso, Jon I., Lorite, Ignacio J., Manceau, Loic, Moriondo, Marco, ..., Trombi, Giacomo. 2020. "Pan-European multi-crop model ensemble simulations of wheat and grain maize under climate change scenarios ." Open Data Journal for Agricultural Research. 6, pp. 21-27. https://doi.org/10.18174/odjar.v6i0.16326
Investigating climate change over 1957–2016 in an arid environment with three drought indexes
Ababaei, Behnam and Ramezani-Etedali, Hadi. 2019. "Investigating climate change over 1957–2016 in an arid environment with three drought indexes." Theoretical and Applied Climatology. 137 (3), pp. 2977-2992. https://doi.org/10.1007/s00704-019-02793-0
Optimization of the cropping pattern of main cereals and improving water productivity: application of the water footprint concept
Ramezani-Etedali, Hadi, Ahmadaali, Khaled, Paveh, Faraz and Ababaei, Behnam. 2019. "Optimization of the cropping pattern of main cereals and improving water productivity: application of the water footprint concept." Irrigation and Drainage. 68, pp. 765-777. https://doi.org/10.1002/ird.2362
Using crop growth model stress covariates and AMMI decomposition to better predict genotype by environment interactions
Rincent, R., Malosetti, M., Collins, B., Ababaei, B., Touzy, G., Mini, A., Bogard, M., Martre, P., Le Gouis, J. and van Eeuwijk, F.. 2019. "Using crop growth model stress covariates and AMMI decomposition to better predict genotype by environment interactions." Theoretical and Applied Genetics: international journal of plant breeding research. 132 (12), pp. 3399-3411. https://doi.org/10.1007/s00122-019-03432-y
Direct and indirect costs of frost in the Australian wheatbelt
An-Vo, Duc-Anh, Mushtaq, Shahbaz, Zheng, Bangyou, Christopher, Jack T., Chapman, Scott C. and Chenu, Karine. 2018. "Direct and indirect costs of frost in the Australian wheatbelt." Ecological Economics. 150, pp. 122-136. https://doi.org/10.1016/j.ecolecon.2018.04.008
Economic assessment of various levels of improved wheat post head-emergence frost (PHEF) tolerance breeding options: final technical report
Mushtaq, Shahbaz, An-Vo, Duc-Anh, Stone, Roger C., Christopher, Mandy, Chenu, Karine, Christopher, Jack T., Frederiks, Troy M., Zheng, Bangyou and Chapman, Scott. 2016. Economic assessment of various levels of improved wheat post head-emergence frost (PHEF) tolerance breeding options: final technical report. Australia. Grains Research and Development Corporation.
Diverging importance of drought stress for maize and winter wheat in Europe
Webber, Heidi, Ewert, Frank, Olesen, Jørgen E., Müller, Christoph, Fronzek, Stefan, Ruane, Alex C., Bourgault, Maryse, Martre, Pierre, Ababaei, Behnam, Bindi, Marco, Ferrise, Roberto, Finger, Robert, Fodor, Nándor Fodor, Gabaldón-Leal, Clara, Gaiser, Thomas, Jabloun, Mohamed, Kersebaum, Kurt-Christian, Lizaso, Jon I., Lorite, Ignacio J., ..., Wallach, Daniel. 2018. "Diverging importance of drought stress for maize and winter wheat in Europe." Nature Communications. 9. https://doi.org/10.1038/s41467-018-06525-2
Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance
Mushtaq, Shahbaz, An-Vo, Duc-Anh, Christopher, Mandy, Zheng, Bangyou, Chenu, Karine, Chapman, Scott C., Christopher, Jack T., Stone, Roger C., Frederiks, Troy M. and Alam, G. M. Monirul. 2017. "Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance." Field Crops Research. 213, pp. 75-88. https://doi.org/10.1016/j.fcr.2017.07.021
Economic impact of frost in the Australian wheatbelt
An-Vo, D.-A., Mushtaq, S., Zheng, B., Christopher, J. T., Chapman, S. and Chenu, K.. 2015. "Economic impact of frost in the Australian wheatbelt." Tropical Agriculture Conference 2015: Meeting the Productivity Challenge in the Tropics (TropAg2015). Brisbane, Australia 16 - 18 Nov 2015