Transforming weed management in sustainable agriculture with artificial intelligence: a systematic literature review towards weed identification and deep learning
Author
Abstract
Suggested Citation
DOI: 10.1016/j.cropro.2023.106522
Note: View the original document on HAL open archive server: https://hal-ciheam.iamm.fr/hal-04297703v1
Download full text from publisher
References listed on IDEAS
- R. Karina Gallardo & Johannes Sauer, 2018. "Adoption of Labor-Saving Technologies in Agriculture," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 185-206, October.
- Daron Acemoglu & Pascual Restrepo, 2019.
"Automation and New Tasks: How Technology Displaces and Reinstates Labor,"
Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
- Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-315, Boston University - Department of Economics.
- Acemoglu, Daron & Restrepo, Pascual, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," IZA Discussion Papers 12293, Institute of Labor Economics (IZA).
- Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," NBER Working Papers 25684, National Bureau of Economic Research, Inc.
- Benjamin Costello & Olusegun O. Osunkoya & Juan Sandino & William Marinic & Peter Trotter & Boyang Shi & Felipe Gonzalez & Kunjithapatham Dhileepan, 2022. "Detection of Parthenium Weed ( Parthenium hysterophorus L.) and Its Growth Stages Using Artificial Intelligence," Agriculture, MDPI, vol. 12(11), pages 1-23, November.
- Leonidas Sotirios Kyrgiakos & Georgios Kleftodimos & George Vlontzos & Panos M. Pardalos, 2023. "A systematic literature review of data envelopment analysis implementation in agriculture under the prism of sustainability," Operational Research, Springer, vol. 23(1), pages 1-38, March.
- Hui Zhang & Zhi Wang & Yufeng Guo & Ye Ma & Wenkai Cao & Dexin Chen & Shangbin Yang & Rui Gao, 2022. "Weed Detection in Peanut Fields Based on Machine Vision," Agriculture, MDPI, vol. 12(10), pages 1-15, September.
- Movedi, Ermes & Valiante, Daniele & Colosio, Alessandro & Corengia, Luca & Cossa, Stefano & Confalonieri, Roberto, 2022. "A new approach for modeling crop-weed interaction targeting management support in operational contexts: A case study on the rice weeds barnyardgrass and red rice," Ecological Modelling, Elsevier, vol. 463(C).
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.- McFadden, Jonathan & Njuki, Eric & Griffin, Terry, 2023. "Precision Agriculture in the Digital Era: Recent Adoption on U.S. Farms," USDA Miscellaneous 333550, United States Department of Agriculture.
- Kubitza, Christoph & Dib, Jonida Bou & Kopp, Thomas & Krishna, Vijesh V. & Nuryartono, Nunung & Qaim, Matin & Romero, Miriam & Klasen, Stephan, 2019. "Labor savings in agriculture and inequality at different spatial scales: The expansion of oil palm in Indonesia," EFForTS Discussion Paper Series 26, University of Goettingen, Collaborative Research Centre 990 "EFForTS, Ecological and Socioeconomic Functions of Tropical Lowland Rainforest Transformation Systems (Sumatra, Indonesia)".
- Genz, Sabrina & Schnabel, Claus, 2023. "Digitalization is not gender-neutral," Economics Letters, Elsevier, vol. 230(C).
- Barth, Erling & Davis, James C. & Freeman, Richard B. & McElheran, Kristina, 2023.
"Twisting the demand curve: Digitalization and the older workforce,"
Journal of Econometrics, Elsevier, vol. 233(2), pages 443-467.
- Erling Barth & James C. Davis & Richard B. Freeman & Kristina McElheran, 2020. "Twisting the Demand Curve: Digitalization and the Older Workforce," Working Papers 20-37, Center for Economic Studies, U.S. Census Bureau.
- Erling Barth & James C. Davis & Richard B. Freeman & Kristina McElheran, 2020. "Twisting the Demand Curve: Digitalization and the Older Workforce," NBER Working Papers 28094, National Bureau of Economic Research, Inc.
- Radu Vranceanu & Angela Sutan, 2023.
"Should the firm or the employee pay for upskilling? A contract theory approach,"
Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 197-207, January.
- Radu Vranceanu & Angela Sutan, 2023. "Should the firm or the employee pay for upskilling? A contract theory approach," Post-Print hal-03834832, HAL.
- Liu, Shasha & Wu, Yuhuan & Kong, Gaowen, 2024. "Politics and Robots," International Review of Financial Analysis, Elsevier, vol. 91(C).
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023.
"Artificial intelligence and firm-level productivity,"
Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
- Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
- Dirk Czarnitzki & Gastón P Fernández & Christian Rammer, 2022. "Artificial Intelligence and Firm-level Productivity," Working Papers of Department of Management, Strategy and Innovation, Leuven 690486, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
- Samuel Muehlemann, 2024. "AI Adoption and Workplace Training," Economics of Education Working Paper Series 0232, University of Zurich, Department of Business Administration (IBW).
- Juan F. Jimeno, 2019. "Fewer babies and more robots: economic growth in a new era of demographic and technological changes," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 10(2), pages 93-114, June.
- Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2022.
"The empirics of technology, employment and occupations: lessons learned and challenges ahead,"
DISCE - Quaderni del Dipartimento di Politica Economica
dipe0028, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "The Empirics of Technology, Employment and Occupations: Lessons Learned and Challenges Ahead," IZA Discussion Papers 15731, Institute of Labor Economics (IZA).
- Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2022. "The empirics of technology, employment and occupations: lessons learned and challenges ahead," LEM Papers Series 2022/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "The empirics of technology, employment and occupations: lessons learned and challenges ahead," GLO Discussion Paper Series 1202, Global Labor Organization (GLO).
- Bárány, Zsófia L. & Siegel, Christian, 2020.
"Biased technological change and employment reallocation,"
Labour Economics, Elsevier, vol. 67(C).
- Zsófia L. Bárány & Christian Siegel, 2018. "Biased Technological Change and Employment Reallocation," Studies in Economics 1801, School of Economics, University of Kent.
- Zsofia Barany & Christian Siegel, 2020. "Biased Technological Change and Employment Reallocation," SciencePo Working papers Main hal-03493308, HAL.
- Zsofia Barany & Christian Siegel, 2018. "Biased Technological Change and Employment Reallocation," Working Papers hal-03567377, HAL.
- Zsofia Barany & Christian Siegel, 2018. "Biased Technological Change and Employment Reallocation," SciencePo Working papers Main hal-03567377, HAL.
- Zsofia Barany & Christian Siegel, 2020. "Biased Technological Change and Employment Reallocation," Post-Print hal-03493308, HAL.
- Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
- Heyman, Fredrik & Olsson, Martin, 2022. "Long-Run Effects of Technological Change: The Impact of Automation and Robots on Intergenerational Mobility," Working Paper Series 1451, Research Institute of Industrial Economics, revised 29 Jun 2023.
- Armanda Cetrulo & Giovanni Dosi & Angelo Moro & Linnea Nelli & Maria Enrica Virgillito, 2023. "Automation, digitalization and decarbonization in the European automotive industry: a roadmap towards a just transition," LEM Papers Series 2023/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Gartner, Hermann & Stüber, Heiko, 2019. "Strukturwandel am Arbeitsmarkt seit den 70er Jahren: Arbeitsplatzverluste werden durch neue Arbeitsplätze immer wieder ausgeglichen (Structural change on the labor market since the 70s : The destructi," IAB-Kurzbericht 201913, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024.
"Automation, global value chains and functional specialization,"
Review of International Economics, Wiley Blackwell, vol. 32(2), pages 662-691, May.
- Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli & Lionel Gérard Fontagné, 2023. "Automation, Global Value Chains and Functional Specialization," CESifo Working Paper Series 10281, CESifo.
- Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024. "Automation, global value chains and functional specialization," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-04346960, HAL.
- Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024. "Automation, global value chains and functional specialization," PSE-Ecole d'économie de Paris (Postprint) halshs-04346960, HAL.
- Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2024. "Automation, global value chains and functional specialization," Post-Print halshs-04346960, HAL.
- Lionel Fontagné & Ariell Reshef & Gianluca Santoni & Giulio Vannelli, 2023. "Automation, Global Value Chains and Functional Specialization," Working Papers 2023-05, CEPII research center.
- Janine Berg & Francis Green & Laura Nurski & David A Spencer, 2023. "Risks to job quality from digital technologies: Are industrial relations in Europe ready for the challenge?," European Journal of Industrial Relations, , vol. 29(4), pages 347-365, December.
- Gries, Thomas & Naudé, Wim, 2020.
"Artificial Intelligence, Income Distribution and Economic Growth,"
IZA Discussion Papers
13606, Institute of Labor Economics (IZA).
- Gries, Thomas & Naude, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224623, Verein für Socialpolitik / German Economic Association.
- Gries, Thomas & Naudé, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," GLO Discussion Paper Series 632, Global Labor Organization (GLO).
- David Kunst, 2019. "Deskilling among Manufacturing Production Workers," Tinbergen Institute Discussion Papers 19-050/VI, Tinbergen Institute, revised 30 Dec 2020.
- Dilip Mookherjee & Debraj Ray, 2022.
"Growth, Automation and the Long-Run Share of Labor,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 46, pages 1-26, October.
- Dilip Mookherjee & Debraj Ray, 2021. "Online Appendix to "Growth, Automation and the Long-Run Share of Labor"," Online Appendices 21-148, Review of Economic Dynamics.
More about this item
Keywords
WEEDS; GRASS COVER; PESTICIDE RESIDUES; HERBICIDES; PRECISION AGRICULTURE; ARTIFICIAL INTELLIGENCE; LITERATURE; APPRENTICESHIP; CONTROL METHODS; SUSTAINABILITY; AGROECOLOGY; MAUVAISE HERBE; ENHERBEMENT; RESIDU DE PESTICIDE; HERBICIDE; AGRICULTURE DE PRECISION; INTELLIGENCE ARTIFICIELLE; LITTERATURE; APPRENTISSAGE; METHODE DE LUTTE; DURABILITE; AGROECOLOGIE;All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-AGR-2024-01-29 (Agricultural Economics)
- NEP-BIG-2024-01-29 (Big Data)
- NEP-ENV-2024-01-29 (Environmental Economics)
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:hal:journl:hal-04297703. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.