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A decision-making framework based on rain-fed crop suitability, water scarcity, and economic benefits for determination multiple-crop rotation strategy

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  • Lin, Yu-Pin
  • Hsu, Chia- Chuan
  • Wuryandani, Shafira
  • Yang, Feng-An

Abstract

Water scarcity under global climate change has impacted decreased agricultural productivity. Determining the suitable crop rotation strategy under water scarcity applicable to a specific region requires an evaluation of crop suitability, water scarcity, and economic benefits to farmers. This paper aims to improve agricultural productivity and economic benefits through crop rotation strategies under climate change. We developed seven crop rotation strategies, including rice, soybean, maize, and sweet potatoes, that were determined based on preliminary results of the crop suitability index using the EcoCrop model. The water scarcity index (WSI) in historical and future under climate change conditions is estimated using the CropWAT model. In addition, the economic benefit of each crop rotation strategy is evaluated. Finally, multi-criteria decision analysis (MCDA) using the Analytical Hierarchy Process (AHP) was employed to select the most suitable crop rotation strategy applicable to Taoyuan City, Taiwan, based on crop suitability assessment, water scarcity, and economic benefit analysis. Our result shows that WSI values are 0.37, 0.50, and 2.28 in the dry years of 2004, 2015, and 2020, respectively, due to decreasing rainfall and increasing temperatures. The 10-year and 20-year averages were 0.4 and 0.35, respectively, indicating that the issue of agricultural water scarcity is intensifying year by year. Cultivating sweet potatoes has less vulnerability to water scarcity by up to 90 % under climate change than rice. Sweet potatoes also generate farmers’ income, which increases by 338 %, considering both rain-fed and irrigation efficiency conditions. Finally, the MCDA-AHP revealed that sweet potatoes and soybean-maize rotation in Taoyuan City were the most suitable and profitable crops for cultivating in Taoyuan City, especially under high and severe agriculture water stress events. Implementing a crop rotation strategy involving sweet potatoes and soybean-maize can effectively mitigate the impact of climate change and extreme drought on crop yield and ensure a stable income for farmers. Integrated irrigation and crop rotation strategies are crucial for providing farmers and other stakeholders with more informed decision-making in agriculture sectors while enhancing water use efficiency.

Suggested Citation

  • Lin, Yu-Pin & Hsu, Chia- Chuan & Wuryandani, Shafira & Yang, Feng-An, 2024. "A decision-making framework based on rain-fed crop suitability, water scarcity, and economic benefits for determination multiple-crop rotation strategy," Agricultural Water Management, Elsevier, vol. 306(C).
    • Handle: RePEc:eee:agiwat:v:306:y:2024:i:c:s0378377424005365
    DOI: 10.1016/j.agwat.2024.109200
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    1. Chunyang He & Zhifeng Liu & Jianguo Wu & Xinhao Pan & Zihang Fang & Jingwei Li & Brett A. Bryan, 2021. "Future global urban water scarcity and potential solutions," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    2. Nguyen, Hai & Thompson, Allen & Costello, Christine, 2023. "Impacts of historical droughts on maize and soybean production in the southeastern United States," Agricultural Water Management, Elsevier, vol. 281(C).
    3. Sam R. Carroll & Kieu Ngoc Le & Beatriz Moreno-García & Benjamin R. K. Runkle, 2020. "Simulating Soybean–Rice Rotation and Irrigation Strategies in Arkansas, USA Using APEX," Sustainability, MDPI, vol. 12(17), pages 1-17, August.
    4. Sutapa Das & M. Y. L. Chew & Kim Leng Poh, 2010. "Multi-criteria decision analysis in building maintainability using analytical hierarchy process," Construction Management and Economics, Taylor & Francis Journals, vol. 28(10), pages 1043-1056.
    5. Chang, Hung-Hao & Boisvert, Richard N. & Blandford, David, 2005. "Achieving Environmental Objectives Under Reduced Domestic Agricultural Support and Trade Liberalization: An Empirical Application to Taiwan," Agricultural and Resource Economics Review, Cambridge University Press, vol. 34(1), pages 16-31, April.
    6. Fouad H. Saeed & Mahmoud S. Al-Khafaji & Furat A. Mahmood Al-Faraj, 2021. "Sensitivity of Irrigation Water Requirement to Climate Change in Arid and Semi-Arid Regions towards Sustainable Management of Water Resources," Sustainability, MDPI, vol. 13(24), pages 1-21, December.
    7. John Rosine & Peter Helmberger, 1974. "A Neoclassical Analysis of the U. S. Farm Sector, 1948–1970," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(4), pages 717-729.
    8. Xu, Hanqing & Tian, Zhan & He, Xiaogang & Wang, Jun & Sun, Laixiang & Fischer, Günther & Fan, Dongli & Zhong, Honglin & Wu, Wei & Pope, Edward & Kent, Chris & Liu, Junguo, 2019. "Future increases in irrigation water requirement challenge the water-food nexus in the northeast farming region of China," Agricultural Water Management, Elsevier, vol. 213(C), pages 594-604.
    9. Wang, Shiquan & Xiong, Jinran & Yang, Boyuan & Yang, Xiaolin & Du, Taisheng & Steenhuis, Tammo S. & Siddique, Kadambot H.M. & Kang, Shaozhong, 2023. "Diversified crop rotations reduce groundwater use and enhance system resilience," Agricultural Water Management, Elsevier, vol. 276(C).
    10. Gupta, Rishabh & Mishra, Ashok, 2019. "Climate change induced impact and uncertainty of rice yield of agro-ecological zones of India," Agricultural Systems, Elsevier, vol. 173(C), pages 1-11.
    11. Huanhuan Peng & Jinran Xiong & Jiayi Zhang & Linghui Zhu & Guiyan Wang & Steven Pacenka & Xiaolin Yang, 2023. "Water Requirements and Comprehensive Benefit Evaluation of Diversified Crop Rotations in the Huang-Huai Plain," Sustainability, MDPI, vol. 15(13), pages 1-20, June.
    12. Tedesco, Danilo & Moreira, Bruno Rafael de Almeida & Barbosa Júnior, Marcelo Rodrigues & Maeda, Murilo & Silva, Rouverson Pereira da, 2023. "Sustainable management of sweet potatoes: A review on practices, strategies, and opportunities in nutrition-sensitive agriculture, energy security, and quality of life," Agricultural Systems, Elsevier, vol. 210(C).
    13. Dun-Chun He & Yan-Li Ma & Zhuan-Zhuan Li & Chang-Sui Zhong & Zhao-Bang Cheng & Jiasui Zhan, 2021. "Crop Rotation Enhances Agricultural Sustainability: From an Empirical Evaluation of Eco-Economic Benefits in Rice Production," Agriculture, MDPI, vol. 11(2), pages 1-14, January.
    14. Rui Shu & Xinchun Cao & Mengyang Wu, 2021. "Clarifying Regional Water Scarcity in Agriculture based on the Theory of Blue, Green and Grey Water Footprints," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(3), pages 1101-1118, February.
    15. Cao, Xinchun & Bao, Yutong & Li, Yueyao & Li, Jianni & Wu, Mengyang, 2023. "Unravelling the effects of crop blue, green and grey virtual water flows on regional agricultural water footprint and scarcity," Agricultural Water Management, Elsevier, vol. 278(C).
    16. Qin, Wenli & Zhang, Xiying & Chen, Suying & Sun, Hongyong & Shao, Liwei, 2018. "Crop rotation and N application rate affecting the performance of winter wheat under deficit irrigation," Agricultural Water Management, Elsevier, vol. 210(C), pages 330-339.
    17. Jiang, Fei & Drohan, Patrick J. & Cibin, Raj & Preisendanz, Heather E. & White, Charles M. & Veith, Tamie L., 2021. "Reallocating crop rotation patterns improves water quality and maintains crop yield," Agricultural Systems, Elsevier, vol. 187(C).
    18. Wang, Wei & Li, Meng-Ying & Gong, Dong-Shan & Zhou, Rui & Khan, Aziz & Zhu, Ying & Zhu, Hao & Abrar, Muhammad & Zhu, Shuang-Guo & Wang, Bao-Zhong & Song, Chao & Xiong, You-Cai, 2022. "Water use of intercropped species: Maize-soybean, soybean-wheat and wheat-maize," Agricultural Water Management, Elsevier, vol. 269(C).
    19. Cozzi, Mario & Viccaro, Mauro & Di Napoli, Francesco & Fagarazzi, Claudio & Tirinnanzi, Alessandro & Romano, Severino, 2015. "A spatial analysis model to assess the feasibility of short rotation forestry fertigated with urban wastewater: Basilicata region case study," Agricultural Water Management, Elsevier, vol. 159(C), pages 185-196.
    20. Edward W. Tyrchniewicz & G. Edward Schuh, 1969. "Econometric Analysis of the Agricultural Labor Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 51(4), pages 770-787.
    21. Pandey, Dharen Kumar & Hunjra, Ahmed Imran & Bhaskar, Ratikant & Al-Faryan, Mamdouh Abdulaziz Saleh, 2023. "Artificial intelligence, machine learning and big data in natural resources management: A comprehensive bibliometric review of literature spanning 1975–2022," Resources Policy, Elsevier, vol. 86(PA).
    22. Cano, Priscila B. & Cabrini, Silvina M. & Peper, Alberto M. & Poggio, Santiago L., 2023. "Multi-criteria assessment of cropping systems for the sustainable intensification in the Pampas," Agricultural Systems, Elsevier, vol. 210(C).
    23. Nouman Afzal & Stavros Afionis & Lindsay C. Stringer & Nicola Favretto & Marco Sakai & Paola Sakai, 2021. "Benefits and Trade-Offs of Smallholder Sweet Potato Cultivation as a Pathway toward Achieving the Sustainable Development Goals," Sustainability, MDPI, vol. 13(2), pages 1-17, January.
    24. Lucila Marcela Beltrán-Tolosa & Carlos Navarro-Racines & Prajal Pradhan & Gisella S. Cruz-Garcia & Reynaldo Solis & Marcela Quintero, 2020. "Action needed for staple crops in the Andean-Amazon foothills because of climate change," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(6), pages 1103-1127, August.
    25. Tamirat B. Jimma & Abel Chemura & Charles Spillane & Teferi Demissie & Wuletawu Abera & Kassahun Ture & Tadesse Terefe & Dawit Solomon & Stephanie Gleixner, 2024. "Coupled Impacts of Soil Acidification and Climate Change on Future Crop Suitability in Ethiopia," Sustainability, MDPI, vol. 16(4), pages 1-17, February.
    26. Ribas, Giovana Ghisleni & Zanon, Alencar Junior & Streck, Nereu Augusto & Pilecco, Isabela Bulegon & de Souza, Pablo Mazzuco & Heinemann, Alexandre Bryan & Grassini, Patricio, 2021. "Assessing yield and economic impact of introducing soybean to the lowland rice system in southern Brazil," Agricultural Systems, Elsevier, vol. 188(C).
    27. Lanie A. Alejo & Arlen S. Alejandro, 2022. "Changes in Irrigation Planning and Development Parameters Due to Climate Change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(5), pages 1711-1726, March.
    28. Maha Alotaibi & Nawaf S. Alhajeri & Fahad M. Al-Fadhli & Salem Al Jabri & Mohamed Gabr, 2023. "Impact of Climate Change on Crop Irrigation Requirements in Arid Regions," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(5), pages 1965-1984, March.
    29. Veisi, Hadi & Deihimfard, Reza & Shahmohammadi, Alireza & Hydarzadeh, Yasoub, 2022. "Application of the analytic hierarchy process (AHP) in a multi-criteria selection of agricultural irrigation systems," Agricultural Water Management, Elsevier, vol. 267(C).
    30. Gardner, A.S. & Gaston, K.J. & Maclean, I.M.D., 2021. "Combining qualitative and quantitative methodology to assess prospects for novel crops in a warming climate," Agricultural Systems, Elsevier, vol. 190(C).
    31. Micha Gisser, 1971. "A Model for Agricultural Policy: An Addendum," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 53(1), pages 125-128.
    32. Zou, Haiyang & Fan, Junliang & Zhang, Fucang & Xiang, Youzhen & Wu, Lifeng & Yan, Shicheng, 2020. "Optimization of drip irrigation and fertilization regimes for high grain yield, crop water productivity and economic benefits of spring maize in Northwest China," Agricultural Water Management, Elsevier, vol. 230(C).
    33. Kundu, Raj Kumar & Chattopadhyay, Apurba Kumar, 2020. "Financial Performance of Major and Medium Irrigation Projects in India - Some Issues," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 0(Number 2), April.
    34. P. Greve & T. Kahil & J. Mochizuki & T. Schinko & Y. Satoh & P. Burek & G. Fischer & S. Tramberend & R. Burtscher & S. Langan & Y. Wada, 2018. "Global assessment of water challenges under uncertainty in water scarcity projections," Nature Sustainability, Nature, vol. 1(9), pages 486-494, September.
    35. Zhonghua Zheng & Lei Zhao & Keith W. Oleson, 2021. "Large model structural uncertainty in global projections of urban heat waves," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    36. Paul, Manashi & Negahban-Azar, Masoud & Shirmohammadi, Adel & Montas, Hubert, 2020. "Assessment of agricultural land suitability for irrigation with reclaimed water using geospatial multi-criteria decision analysis," Agricultural Water Management, Elsevier, vol. 231(C).
    37. Lei Zhao & Keith Oleson & Elie Bou-Zeid & E. Scott Krayenhoff & Andrew Bray & Qing Zhu & Zhonghua Zheng & Chen Chen & Michael Oppenheimer, 2021. "Global multi-model projections of local urban climates," Nature Climate Change, Nature, vol. 11(2), pages 152-157, February.
    38. Heinz, Malve & Galetti, Valeria & Holzkämper, Annelie, 2024. "How to find alternative crops for climate-resilient regional food production," Agricultural Systems, Elsevier, vol. 213(C).
    39. Manners, Rhys & Vandamme, Elke & Adewopo, Julius & Thornton, Philip & Friedmann, Michael & Carpentier, Sebastien & Ezui, Kodjovi Senam & Thiele, Graham, 2021. "Suitability of root, tuber, and banana crops in Central Africa can be favoured under future climates," Agricultural Systems, Elsevier, vol. 193(C).
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