The Effect of Antecedence on Empirical Model Forecasts of Crop Yield from Observations of Canopy Properties
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Deepak K. Ray & Navin Ramankutty & Nathaniel D. Mueller & Paul C. West & Jonathan A. Foley, 2012. "Recent patterns of crop yield growth and stagnation," Nature Communications, Nature, vol. 3(1), pages 1-7, January.
- Chen, Kefei & O'Leary, Rebecca A. & Evans, Fiona H., 2019. "A simple and parsimonious generalised additive model for predicting wheat yield in a decision support tool," Agricultural Systems, Elsevier, vol. 173(C), pages 140-150.
- Martins, Minella A. & Tomasella, Javier & Rodriguez, Daniel A. & Alvalá, Regina C.S. & Giarolla, Angélica & Garofolo, Lucas L. & Júnior, José Lázaro Siqueira & Paolicchi, Luis T.L.C. & Pinto, Gustavo , 2018. "Improving drought management in the Brazilian semiarid through crop forecasting," Agricultural Systems, Elsevier, vol. 160(C), pages 21-30.
- Deepak K. Ray & James S. Gerber & Graham K. MacDonald & Paul C. West, 2015. "Climate variation explains a third of global crop yield variability," Nature Communications, Nature, vol. 6(1), pages 1-9, May.
- A. J. Challinor & J. Watson & D. B. Lobell & S. M. Howden & D. R. Smith & N. Chhetri, 2014. "A meta-analysis of crop yield under climate change and adaptation," Nature Climate Change, Nature, vol. 4(4), pages 287-291, April.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Sebastian C. Ibañez & Christopher P. Monterola, 2023. "A Global Forecasting Approach to Large-Scale Crop Production Prediction with Time Series Transformers," Agriculture, MDPI, vol. 13(9), pages 1-27, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Arata, Linda & Fabrizi, Enrico & Sckokai, Paolo, 2020. "A worldwide analysis of trend in crop yields and yield variability: Evidence from FAO data," Economic Modelling, Elsevier, vol. 90(C), pages 190-208.
- Cao, Juan & Zhang, Zhao & Tao, Fulu & Chen, Yi & Luo, Xiangzhong & Xie, Jun, 2023. "Forecasting global crop yields based on El Nino Southern Oscillation early signals," Agricultural Systems, Elsevier, vol. 205(C).
- Zhao, Xin & Calvin, Katherine & Patel, Pralit & Abigail, Snyder & Wise, Marshall & Waldhoff, Stephanie & Hejazi, Mohamad & Edmonds, James, 2021. "Impacts of interannual climate and biophysical variability on global agriculture markets," Conference papers 333245, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
- Kamini Yadav & Hatim M. E. Geli, 2021. "Prediction of Crop Yield for New Mexico Based on Climate and Remote Sensing Data for the 1920–2019 Period," Land, MDPI, vol. 10(12), pages 1-27, December.
- Beckman, Jayson & Dong, Fengxia & Ivanic, Maros & Jägermeyr, Jonas & Villoria, Nelson, 2024. "Climate-Induced Yield Changes and TFP: How Much R&D Is Necessary to Maintain the Food Supply?," Economic Research Report 344129, United States Department of Agriculture, Economic Research Service.
- Oskar Marko & Sanja Brdar & Marko Panić & Isidora Šašić & Danica Despotović & Milivoje Knežević & Vladimir Crnojević, 2017. "Portfolio optimization for seed selection in diverse weather scenarios," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-27, September.
- Emilie Stokeld & Simon A. Croft & Jonathan M. H. Green & Christopher D. West, 2020. "Climate change, crops and commodity traders: subnational trade analysis highlights differentiated risk exposure," Climatic Change, Springer, vol. 162(2), pages 175-192, September.
- Li, Yibo & Tao, Fulu, 2022. "Interactions of genotype, environment and management on wheat traits and grain yield variations in different climate zones across China," Agricultural Systems, Elsevier, vol. 203(C).
- Bazrafshan, Ommolbanin & Ehteram, Mohammad & Moshizi, Zahra Gerkaninezhad & Jamshidi, Sajad, 2022. "Evaluation and uncertainty assessment of wheat yield prediction by multilayer perceptron model with bayesian and copula bayesian approaches," Agricultural Water Management, Elsevier, vol. 273(C).
- Sellers, Samuel & Gray, Clark, 2019. "Climate shocks constrain human fertility in Indonesia," World Development, Elsevier, vol. 117(C), pages 357-369.
- Aled W. Jones & Alexander Phillips, 2016. "Historic Food Production Shocks: Quantifying the Extremes," Sustainability, MDPI, vol. 8(5), pages 1-10, April.
- Nasir Mahmood & Muhammad Arshad & Harald Kaechele & Muhammad Faisal Shahzad & Ayat Ullah & Klaus Mueller, 2020. "Fatalism, Climate Resiliency Training and Farmers’ Adaptation Responses: Implications for Sustainable Rainfed-Wheat Production in Pakistan," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
- Ibrahim Wahab & Magnus Jirström & Ola Hall, 2020. "An Integrated Approach to Unravelling Smallholder Yield Levels: The Case of Small Family Farms, Eastern Region, Ghana," Agriculture, MDPI, vol. 10(6), pages 1-27, June.
- Emily Burchfield & Neil Matthews-Pennanen & Justin Schoof & Christopher Lant, 2020. "Changing yields in the Central United States under climate and technological change," Climatic Change, Springer, vol. 159(3), pages 329-346, April.
- Lewis, Janet M & Reynolds, Matthew, 2022. "The Future of Climate Resilience in Wheat," SocArXiv hvd4e, Center for Open Science.
- Peng Su & Shiqi Li & Jing’ai Wang & Fenggui Liu, 2021. "Vulnerability Assessment of Maize Yield Affected by Precipitation Fluctuations: A Northeastern United States Case Study," Land, MDPI, vol. 10(11), pages 1-15, November.
- Wu, Bingfang & Ma, Zonghan & Boken, Vijendra K. & Zeng, Hongwei & Shang, Jiali & Igor, Savin & Wang, Jinxia & Yan, Nana, 2022. "Regional differences in the performance of drought mitigation measures in 12 major wheat-growing regions of the world," Agricultural Water Management, Elsevier, vol. 273(C).
- Siatwiinda M. Siatwiinda & Iwan Supit & Bert van Hove & Olusegun Yerokun & Gerard H. Ros & Wim de Vries, 2021. "Climate change impacts on rainfed maize yields in Zambia under conventional and optimized crop management," Climatic Change, Springer, vol. 167(3), pages 1-23, August.
- Flach, Rafaela & Abrahão, Gabriel & Bryant, Benjamin & Scarabello, Marluce & Soterroni, Aline C. & Ramos, Fernando M. & Valin, Hugo & Obersteiner, Michael & Cohn, Avery S., 2021. "Conserving the Cerrado and Amazon biomes of Brazil protects the soy economy from damaging warming," World Development, Elsevier, vol. 146(C).
- Santeramo, Fabio Gaetano & Maccarone, Irene, 2022. "Analisi storica delle rese agricole e la variabilità del clima: Analisi dei dati italiani sui cereali [Historical crop yields and climate variability: analysis of Italian cereal data]," MPRA Paper 114135, University Library of Munich, Germany, revised 04 Aug 2022.
More about this item
Keywords
cereal yields; leaf area index; crop height; chlorophyll content; yield prediction; winter wheat; machine learning;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:11:y:2021:i:3:p:258-:d:519912. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.