A cross-scale analysis to understand and quantify effects of photosynthetic enhancement on crop growth and yield across environments

Article


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
Article Title

A cross-scale analysis to understand and quantify effects of photosynthetic enhancement on crop growth and yield across environments

ERA Journal ID2644
Article CategoryArticle
AuthorsWu, 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., Stower, Michael, van Oosterom, Erik, von Caemmerer, Susanne von Caemmerer, Whitney, Spencer M. and Hammer, Graeme L.
Journal TitlePlant, Cell and Environment
Journal Citation46 (1), pp. 23-44
Number of Pages22
Year2022
PublisherJohn Wiley & Sons
Place of PublicationUnited Kingdom
ISSN0140-7791
1365-3040
Digital Object Identifier (DOI)https://doi.org/10.1111/pce.14453
Web Address (URL)https://onlinelibrary.wiley.com/doi/full/10.1111/pce.14453
Abstract

Photosynthetic manipulation provides new opportunities for enhancing crop yield. However, understanding and quantifying the importance of individual and multiple manipulations on the seasonal biomass growth and yield performance of target crops across variable production environments is limited. Using a state-of-the-art cross-scale model in the APSIM platform we predicted the impact of altering photosynthesis on the enzyme-limited (Ac) and electron transport-limited (Aj) rates, seasonal dynamics in canopy photosynthesis, biomass growth, and yield formation via large multiyear-by-location crop growth simulations. A broad list of promising strategies to improve photosynthesis for C3 wheat and C4 sorghum were simulated. In the top decile of seasonal outcomes, yield gains were predicted to be modest, ranging between 0% and 8%, depending on the manipulation and crop type. We report how photosynthetic enhancement can affect the timing and severity of water and nitrogen stress on the growing crop, resulting in nonintuitive seasonal crop dynamics and yield outcomes. We predicted that strategies enhancing Ac alone generate more consistent but smaller yield gains across all water and nitrogen environments, Aj enhancement alone generates larger gains but is undesirable in more marginal environments. Large increases in both Ac and Aj generate the highest gains across all environments. Yield outcomes of the tested manipulation strategies were predicted and compared for realistic Australian wheat and sorghum production. This study uniquely unpacks complex cross-scale interactions between photosynthesis and seasonal crop dynamics and improves understanding and quantification of the potential impact of photosynthesis traits (or lack of it) for crop improvement research.

KeywordsAPSIM; crop growth modelling; crop production; cross‐scale model; electron transport‐limited photosynthesis; enzyme‐limited photosynthesis; yield improvement
Article Publishing Charge (APC) FundingSchool/Centre
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020300404. Crop and pasture biochemistry and physiology
Byline AffiliationsUniversity of Queensland
Australian National University
University of Birmingham, United Kingdom
University of Sydney
James Cook University
Western Sydney University
Permalink -

https://research.usq.edu.au/item/z558q/a-cross-scale-analysis-to-understand-and-quantify-effects-of-photosynthetic-enhancement-on-crop-growth-and-yield-across-environments

  • 6
    total views
  • 2
    total downloads
  • 1
    views this month
  • 1
    downloads this month

Export as

Related outputs

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
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
Water scarcity assessment in Iran’s agricultural sector using the water footprint concept
Dehghanpir, Shahla, Bazrafshan, Ommolbanin, Ramezani-Etedali, Hadi and Collins, Brian. 2023. "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. https://doi.org/10.1007/s10668-023-03852-3
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." Iranian Journal of Ecohydrology. 9 (4), pp. 719-732.
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
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
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
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
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
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
Future climate change could reduce irrigated and rainfed wheat water footprint in arid environment
Deihimfard, Reza, Rahimi-Moghaddam, Sajjad, Collins, Brian and Azizi, Khosro. 2021. "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
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
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
Building and Delivering Real-World, Integrated Sustainability Solutions: Insights, Methods and Case-Study Applications
Newlands, Nathaniel K., Porcelli, Tracy A., Potgieter, Andries B., Kouadio, Louis, Huete, Alfredo and Guo, Wei. 2019. "Building and Delivering Real-World, Integrated Sustainability Solutions: Insights, Methods and Case-Study Applications." Frontiers in Environmental Science. 7, pp. 1-3. https://doi.org/10.3389/fenvs.2019.00071
Advancing a farmer decision support tool for agronomic decisions on rainfed and irrigated wheat cropping in Tasmania
Phelan, David C., Harrison, Matthew T., McLean, Greg, Cox, Howard, Pembleton, Keith G., Dean, Geoff J., Parsons, David, do Amaral Richter, Maria E., Pengilley, Georgie, Hinton, Sue J. and Mohammed, Caroline L.. 2018. "Advancing a farmer decision support tool for agronomic decisions on rainfed and irrigated wheat cropping in Tasmania." Agricultural Systems. 167, pp. 113-124. https://doi.org/10.1016/j.agsy.2018.09.003
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.
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
Exploring the potential impacts of climate variability on spring wheat yield with the APSIM decision support tool
Kouadio, Louis, Newlands, Nathaniel, Potgieter, Andries, McLean, Greg and Hill, Harvey. 2015. "Exploring the potential impacts of climate variability on spring wheat yield with the APSIM decision support tool." Agricultural Sciences. 6 (7), pp. 686-698. https://doi.org/10.4236/as.2015.67066
An integrated, probabilistic model for improved seasonal forecasting of agricultural crop yield under environmental uncertainty
Newlands, Nathaniel K., Zamar, David S., Kouadio, Louis A., Zhang, Yinsuo, Chipanshi, Aston, Potgieter, Andries, Toure, Souleymane and Hill, Harvey S. J.. 2014. "An integrated, probabilistic model for improved seasonal forecasting of agricultural crop yield under environmental uncertainty." Frontiers in Environmental Science. 2, pp. 1-21. https://doi.org/10.3389/fenvs.2014.00017
Estimating winter crop area across seasons and regions using time-sequential MODIS imagery
Potgieter, Andries, Apan, Armando, Hammer, Graeme and Dunn, Peter. 2011. "Estimating winter crop area across seasons and regions using time-sequential MODIS imagery." International Journal of Remote Sensing. 32 (15), pp. 4281-4310. https://doi.org/10.1080/01431161.2010.486415
Determining broadacre crop area estimates through the use of multi-temporal modis satellite imagery for major Australian winter crops
Potgieter, Andries B.. 2009. Determining broadacre crop area estimates through the use of multi-temporal modis satellite imagery for major Australian winter crops. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Drought risks and vulnerability in rainfed agriculture: example of a case study in Australia
Stone, Roger C. and Potgieter, Andries. 2008. "Drought risks and vulnerability in rainfed agriculture: example of a case study in Australia." Options Mediterraneennes.
Early-season crop area estimates for winter crops in NE Australia using MODIS satellite imagery
Potgieter, A. B., Apan, A., Hammer, G. and Dunn, P.. 2010. "Early-season crop area estimates for winter crops in NE Australia using MODIS satellite imagery." ISPRS Journal of Photogrammetry and Remote Sensing. 65 (4), pp. 380-387. https://doi.org/10.1016/j.isprsjprs.2010.04.004
Assessing the relationship between shire winter crop yield and seasonal variability of the MODIS NDVI and EVI images
Fontana, Denise C., Potgieter, Andries B. and Apan, Armando. 2007. "Assessing the relationship between shire winter crop yield and seasonal variability of the MODIS NDVI and EVI images." Applied Geographic Information Systems (GIS). 3 (7), pp. 1-16.
Rainfall variability of decadal and longer time scales: signal or noise?
Meinke, Holger, deVoil, Peter, Hammer, Graeme L., Power, Scott, Allan, Robert J., Stone, Roger C., Folland, Chris K. and Potgieter, Andries B.. 2005. "Rainfall variability of decadal and longer time scales: signal or noise?" Journal of Climate. 18 (1), pp. 89-90. https://doi.org/10.1175/JCLI-3263.1
El Nino through the 'eyes' of a wheat crop
Potgieter, Andries B., Hammer, Graeme L., Meinke, Holger, Stone, Roger C. and Goddard, Lisa. 2003. "El Nino through the 'eyes' of a wheat crop." Stone, Roger C. and Partridge, Ian (ed.) National Drought Forum 2003: Science for Drought. Brisbane, Australia 15 - 16 Apr 2003 Brisbane, Australia.
Prediction of global rainfall probabilities using phases of the Southern Oscillation Index
Stone, Roger C., Hammer, Graeme L. and Marcussen, Torben. 1996. "Prediction of global rainfall probabilities using phases of the Southern Oscillation Index." Nature. 384 (6606), pp. 252-255. https://doi.org/10.1038/384252a0
Climate variability, climate forecasting, and improved crop design
Stone, Roger C. and Hammer, Graeme L.. 2004. "Climate variability, climate forecasting, and improved crop design." 5th Princess Chulabhorn Science Congress: Evolving Genetics and Its Global Impact. Bangkok 16 - 20 Aug 2004 New York.
Three putative types of El Nino revealed by spatial variability in impact on Australian wheat yield
Potgieter, Andries B., Hammer, Graeme L., Meinke, Holger, Stone, Roger C. and Goddard, Lisa. 2005. "Three putative types of El Nino revealed by spatial variability in impact on Australian wheat yield." Journal of Climate. 18 (10), pp. 1566-1574. https://doi.org/10.1175/JCLI3349.1
Estimating crop area using seasonal time series of Enhanced Vegetation Index from MODIS satellite imagery
Potgieter, Andries B., Apan, Armando, Dunn, Peter K. and Hammer, Graeme L.. 2007. "Estimating crop area using seasonal time series of Enhanced Vegetation Index from MODIS satellite imagery." Crop and Pasture Science. 58 (4), pp. 316-325. https://doi.org/10.1071/AR06279
Assessing the relationship between shire winter crop yield and multi-temporal MODIS NDVI and EVI images
Fontana, Denise C., Potgieter, Andries B. and Apan, Armando. 2005. "Assessing the relationship between shire winter crop yield and multi-temporal MODIS NDVI and EVI images." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.
Spying on the winter wheat crop - generating objective planted area and crop production estimates using MODIS imagery
Potgieter, Andries B., Apan, Armando, Hammer, Graeme L. and Dunn, Peter K.. 2005. "Spying on the winter wheat crop - generating objective planted area and crop production estimates using MODIS imagery." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005