To What Extent Will Artificial Intelligence in Agriculture Benefit Vietnam’s Economy?
DOI:
https://doi.org/10.47611/jsrhs.v11i4.3754Keywords:
Agriculture, Artificial Intelligence, AI, VietnamAbstract
This paper explores the impact of artificial intelligence on Vietnam’s economy when implemented in certain subsectors of agriculture. The rice, cashew nut, and coffee subsector will be analysed to identify any problems that are already present, and what the effect of artificial intelligence will be on those specific subsectors. Artificial intelligence can be used in rice farming to help regulate salination levels, preventing any crop failure. In the cashew nut subsector, artificial intelligence can be used to grade the nuts, creating an appeal for something quantifiable and objective. In the coffee subsector, artificial intelligence can be used to monitor coffee trees and to identify defects.
Downloads
References or Bibliography
“Agriculture, Natural Resources and Rural Development Sector Assessment, Strategy and Road Map.” Asian Development Bank, January 2022. https://www.adb.org/sites/default/files/institutional-document/763181/viet-nam-2021-2025-agriculture-sector-assessment-strategy-road-map.pdf.
Aran, M O, Aneesh G Nath, and A Shyna. “Automated Cashew Kernel Grading Using Machine Vision.” 2016 International Conference on Next Generation Intelligent Systems (ICNGIS), 2016. https://doi.org/10.1109/icngis.2016.7854063.
Barbosa, Brenon Diennevan, Gabriel Araújo Ferraz, Lucas Costa, Yiannis Ampatzidis, Vinay Vijayakumar, and Luana Mendes dos Santos. “UAV-Based Coffee Yield Prediction Utilizing Feature Selection and Deep Learning.” Smart Agricultural Technology 1 (September 25, 2021): 100010. https://doi.org/10.1016/j.atech.2021.100010.
“Cashew Industry Faces Huge Challenges.” VietnamPlus, June 27, 2022. https://en.vietnamplus.vn/cashew-industry-faces-huge-challenges/231782.vnp.
“Cultivating Rice-and Sustainable Farming Practices-in Vietnam.” ifc.org, July 2019. https://www.ifc.org/wps/wcm/connect/news_ext_content/ifc_external_corporate_site/news+and+events/news/impact-stories/vietnam-cultivating-rice-and-sustainable-farming-practices#:~:text=Over%2015%20million%20smallholder%20farmers,Red%20River%20and%20Mekong%20deltas.
Dick, Stephanie. “Artificial Intelligence.” Harvard Data Science Review, July 2, 2019. https://doi.org/10.1162/99608f92.92fe150c.
He, Qian, Hongfei Zheng, Xinglong Ma, Lu Wang, Hui Kong, and Ziye Zhu. “Artificial Intelligence Application in a Renewable Energy-Driven Desalination System: A Critical Review.” Energy and AI 7 (October 26, 2021). https://doi.org/10.1016/j.egyai.2021.100123.
Huang, Nen‐Fu, Dong‐Lin Chou, Chia‐An Lee, Feng‐Ping Wu, An‐Chi Chuang, Yi‐Hsien Chen, and Yin‐Chun Tsai. “Smart Agriculture: Real‐Time Classification of Green Coffee Beans by Using a Convolutional Neural Network.” IET Smart Cities 2, no. 4 (October 13, 2020): 167–72. https://doi.org/10.1049/iet-smc.2020.0068.
Liakos, Konstantinos, Patrizia Busato, Dimitrios Moshou, Simon Pearson, and Dionysis Bochtis. “Machine Learning in Agriculture: A Review.” Sensors (Basel) 18, no. 8 (August 14, 2018): 2674. https://doi.org/10.3390/s18082674.
McCaig, Brian, and Nina Pavcnik. “Moving out of Agriculture: Structural Change in Vietnam.” National Bureau of Economic Research, November 2013. https://doi.org/10.3386/w19616.
Nguyen, Huong Van, Hung Van Hoang, Huyen Thi Mai, Diep Thi Bich Nguyen, Duc Minh Hoang, and Chuong Van Nguyen. “Impact of Accession to WTO on Agriculture Sector in Vietnam.” AgBioForum 23, no. 1 (December 13, 2021): 56–64.
Nguyen, Thanh Hai. “Impact of Export on Economic Growth in Vietnam: Empirical Research and Recommendations.” International Business and Management 13, no. 3 (December 31, 2016): 45–52. https://doi.org/10.3968/9040.
Shahbandeh, M. “World Coffee Production Leading Countries 2020.” Statista, July 27, 2022. https://www.statista.com/statistics/277137/world-coffee-production-by-leading-countries/.
Shyna, A., and Reena Mary George. “Machine Vision Based Real Time Cashew Grading and Sorting System Using SVM and Back Propagation Neural Network.” 2017 International Conference on Circuit ,Power and Computing Technologies (ICCPCT), 2017. https://doi.org/10.1109/iccpct.2017.8074385.
Smith, Matthew J. “Getting Value from Artificial Intelligence in Agriculture.” Animal Production Science 60, no. 1 (November 21, 2018): 46–54. https://doi.org/10.1071/an18522.
Talaviya, Tanha, Dhara Shah, Nivedita Patel, Hiteshri Yagnik, and Manan Shah. “Implementation of Artificial Intelligence in Agriculture for Optimisation of Irrigation and Application of Pesticides and Herbicides.” Artificial Intelligence in Agriculture 4 (2020): 1–60. https://doi.org/10.1016/j.aiia.2020.04.002.
Vu, Khanh. “Faced with Climate Challenges, Vietnamese Rice Farmers Switch to Shrimp.” Reuters. Thomson Reuters, May 6, 2021. https://www.reuters.com/business/environment/faced-with-climate-challenges-vietnamese-rice-farmers-switch-shrimp-2021-05-06/.
Published
How to Cite
Issue
Section
Copyright (c) 2022 Benjamin Ly
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright holder(s) granted JSR a perpetual, non-exclusive license to distriute & display this article.
