Choice of climate risk adaptive measures in shrimp farming—A case study from the Mekong, Vietnam

IF 3.8 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Aquaculture Economics & Management Pub Date : 2023-11-06 DOI:10.1080/13657305.2023.2273483
Ngan Thi Thanh Le, Claire W. Armstrong
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The results revealed that education, training, extension services, credit access, farm size, pond numbers, and the farmers’ perception of drought and irregular weather are the main factors influencing farmers’ choices of adaptive measures. Intensive and extensive farmers chose different adaptations to climate risks, with the former applying a variety of measures while the latter chose to change water exchange schedules. The conclusions bring policy implications concerning how to cope with climate risks.Keywords: Adaptationclimate risksmultinomial logit modelshrimp aquacultureVietnam AcknowledgmentsThe authors are very grateful to local officials, shrimp technicians, and farmers who participated in the research interviews. In addition, the authors acknowledge the interviewer team’s assistance in the data collection in the Mekong region, Vietnam. Finally, the authors would like to thank the associate editor and two reviewers for their invaluable comments that significantly improved our manuscript.Authors’ contributionsThe first author develops the survey and data collection, organizes, analyzes, and interprets the data, and develops the paper. The second author contributes to data analysis and interpretation and development of the paper. Both authors have reviewed the final document and agree with its contents.Disclosure statementNo potential conflict of interest was reported by the authors.Notes1 Drought results in high temperatures and insufficient precipitation over extended periods, seriously affecting shrimp aquaculture (NACA, Citation2012; Quach et al., Citation2015).2 Irregular weather such as sudden changes in temperature and heavy rainfall, occurs unpredictably, leading to variations in water temperature and quality, which can induce stress and increase chance of shrimp disease (NACA, Citation2012; Quach et al., Citation2015).3 It is noted that climate change is just one aspect of the multifaceted risks that aquaculture producers encounter. Khan et al. (Citation2018) examined production risk in pangas fish farming, Theodorou et al. (Citation2020) studied the risk level of harmful algal blooms related to mussel site closures, and Moor et al. (Citation2022) discussed the environmental risk of Mexico clam aquaculture. We recognize the complexity of the risk landscape faced by producers, but here specifically focus on the adaptation choices of Vietnamese shrimp farmers in response to climate risks.4 The survey consists of (1) the information of climate factors that shrimp farmers perceived in their most recent crop, (2) farmer’s adaptive measures in response to these climate risks, (3) biosecurity applications, (4) information on farming characteristics (e.g., land uses, culture period), and (5) disease issues in shrimp farming.5 The first author can be contacted for a full tabular presentation of the review.6 We define a seven-point Likert scale consisting of −3: Extremely positively impacted (cost reduction of more than 50%), −2: Major positively impacted (cost decline between 10%-50%), −1: Minor positive impact (costs decline by less than 10%), 0: No consequence, 1: Minor negative impact (costs rise by less than 10%), 2: Major negative impact (costs rise between 10% and 50%), 3: Catastrophic/ extremely negative impact (costs rise by more than 50%).7 Bivariate Probit models were also applied for robustness checks, and the results do not differ to any significant degree. The choice of change in water exchange schedules is used as the base in this modeling. No multicollinearity among the explanatory variables was found in the estimation.8 Super intensive includes a bio-floc waste-water treatment, as a closed system for assuring biosecurity and water quality, resulting in less pollution and lower impact of climate risks (i.e., irregular weather) (Nguyen et al., Citation2019). This system allows increased stocking density and more crops per year. In our survey, there are no super-intensive farms.Additional informationFundingThe NORHED NORAD Climate change project SRV-13/0010 is gratefully acknowledged for financial support.","PeriodicalId":48854,"journal":{"name":"Aquaculture Economics & Management","volume":"1 2","pages":"0"},"PeriodicalIF":3.8000,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aquaculture Economics & Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/13657305.2023.2273483","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ECONOMICS & POLICY","Score":null,"Total":0}
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Abstract

AbstractExtreme climate events challenge the livelihoods of shrimp farmers worldwide. A comprehensive analysis of farmers’ choices of adaptive measures is essential for developing approaches that can lessen the effects of these climate risks. This study presents the determinants that influence the choice of adaptive measures in response to two climate risks, drought, and irregular weather, using a survey of 437 shrimp farmers in the Vietnamese Mekong region and applying a multinomial logit model. Five adaptation choices identified include changing feeding schedules/stocking densities, changing water exchange schedules, water conservation, water treatments, and early harvesting. The results revealed that education, training, extension services, credit access, farm size, pond numbers, and the farmers’ perception of drought and irregular weather are the main factors influencing farmers’ choices of adaptive measures. Intensive and extensive farmers chose different adaptations to climate risks, with the former applying a variety of measures while the latter chose to change water exchange schedules. The conclusions bring policy implications concerning how to cope with climate risks.Keywords: Adaptationclimate risksmultinomial logit modelshrimp aquacultureVietnam AcknowledgmentsThe authors are very grateful to local officials, shrimp technicians, and farmers who participated in the research interviews. In addition, the authors acknowledge the interviewer team’s assistance in the data collection in the Mekong region, Vietnam. Finally, the authors would like to thank the associate editor and two reviewers for their invaluable comments that significantly improved our manuscript.Authors’ contributionsThe first author develops the survey and data collection, organizes, analyzes, and interprets the data, and develops the paper. The second author contributes to data analysis and interpretation and development of the paper. Both authors have reviewed the final document and agree with its contents.Disclosure statementNo potential conflict of interest was reported by the authors.Notes1 Drought results in high temperatures and insufficient precipitation over extended periods, seriously affecting shrimp aquaculture (NACA, Citation2012; Quach et al., Citation2015).2 Irregular weather such as sudden changes in temperature and heavy rainfall, occurs unpredictably, leading to variations in water temperature and quality, which can induce stress and increase chance of shrimp disease (NACA, Citation2012; Quach et al., Citation2015).3 It is noted that climate change is just one aspect of the multifaceted risks that aquaculture producers encounter. Khan et al. (Citation2018) examined production risk in pangas fish farming, Theodorou et al. (Citation2020) studied the risk level of harmful algal blooms related to mussel site closures, and Moor et al. (Citation2022) discussed the environmental risk of Mexico clam aquaculture. We recognize the complexity of the risk landscape faced by producers, but here specifically focus on the adaptation choices of Vietnamese shrimp farmers in response to climate risks.4 The survey consists of (1) the information of climate factors that shrimp farmers perceived in their most recent crop, (2) farmer’s adaptive measures in response to these climate risks, (3) biosecurity applications, (4) information on farming characteristics (e.g., land uses, culture period), and (5) disease issues in shrimp farming.5 The first author can be contacted for a full tabular presentation of the review.6 We define a seven-point Likert scale consisting of −3: Extremely positively impacted (cost reduction of more than 50%), −2: Major positively impacted (cost decline between 10%-50%), −1: Minor positive impact (costs decline by less than 10%), 0: No consequence, 1: Minor negative impact (costs rise by less than 10%), 2: Major negative impact (costs rise between 10% and 50%), 3: Catastrophic/ extremely negative impact (costs rise by more than 50%).7 Bivariate Probit models were also applied for robustness checks, and the results do not differ to any significant degree. The choice of change in water exchange schedules is used as the base in this modeling. No multicollinearity among the explanatory variables was found in the estimation.8 Super intensive includes a bio-floc waste-water treatment, as a closed system for assuring biosecurity and water quality, resulting in less pollution and lower impact of climate risks (i.e., irregular weather) (Nguyen et al., Citation2019). This system allows increased stocking density and more crops per year. In our survey, there are no super-intensive farms.Additional informationFundingThe NORHED NORAD Climate change project SRV-13/0010 is gratefully acknowledged for financial support.
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对虾养殖中气候风险适应措施的选择——以越南湄公河地区为例
极端气候事件挑战着全球虾农的生计。全面分析农民对适应性措施的选择对于制定能够减轻这些气候风险影响的方法至关重要。本研究通过对越南湄公河地区437名虾农的调查,并应用多项logit模型,提出了影响选择适应措施以应对两种气候风险(干旱和不规则天气)的决定因素。确定的五种适应选择包括改变饲养计划/放养密度、改变换水计划、节约用水、水处理和早期收获。结果表明,教育、培训、推广服务、信贷获取、农场规模、池塘数量以及农民对干旱和不规则天气的感知是影响农民选择适应措施的主要因素。集约型和粗放型农民选择了不同的适应气候风险的方式,前者采取了各种措施,而后者选择改变水交换时间表。这些结论为如何应对气候风险提供了政策启示。关键词:适应气候风险多元logit模型对虾养殖越南致谢作者非常感谢参与研究访谈的当地官员,对虾技术人员和农民。此外,作者感谢采访者团队在越南湄公河地区的数据收集中的协助。最后,作者要感谢副编辑和两位审稿人的宝贵意见,他们的意见大大改进了我们的手稿。作者的贡献第一作者进行调查和数据收集,整理、分析和解释数据,并撰写论文。第二作者负责数据分析、解释和论文的发展。两位作者都审阅了最终文件,并同意其内容。披露声明作者未报告潜在的利益冲突。注1干旱导致长时间高温和降水不足,严重影响对虾养殖(NACA, Citation2012;Quach et al., Citation2015)不规则的天气,如温度的突然变化和暴雨,不可预测地发生,导致水温和水质的变化,这可能引起压力并增加虾病的机会(NACA, Citation2012;2 . Quach et al., Citation2015)报告指出,气候变化只是水产养殖生产者面临的多方面风险的一个方面。Khan等人(Citation2018)研究了pangas鱼类养殖的生产风险,Theodorou等人(Citation2020)研究了与贻贝场关闭相关的有害藻华风险水平,Moor等人(Citation2022)讨论了墨西哥蛤蜊养殖的环境风险。3 .我们认识到生产者面临的风险格局的复杂性,但在此特别关注越南虾农应对气候风险的适应选择该调查包括(1)虾农在其最近的作物中感知到的气候因素信息,(2)虾农应对这些气候风险的适应性措施,(3)生物安全应用,(4)养殖特征信息(如土地利用、养殖期),以及(5)虾养殖中的疾病问题可以联系第一作者以获得完整的综述表格我们定义了一个7点李克特量表,包括−3:极积极影响(成本降低50%以上),−2:主要积极影响(成本下降10%-50%),−1:轻微积极影响(成本下降10%以下),0:无后果,1:轻微负面影响(成本上升10%以下),2:主要负面影响(成本上升10%-50%),3:灾难性/极负面影响(成本上升50%以上)双变量Probit模型也应用于鲁棒性检查,结果没有任何显著程度的差异。水交换计划变化的选择是建模的基础。在估计中没有发现解释变量之间的多重共线性超集约化包括生物絮凝废水处理,作为一个确保生物安全和水质的封闭系统,可减少污染,降低气候风险(即不规则天气)的影响(Nguyen等人,Citation2019)。这个系统可以增加放养密度,每年收获更多的作物。在我们的调查中,没有超级集约化农场。感谢NORHED NORAD气候变化项目SRV-13/0010的资金支持。
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来源期刊
CiteScore
7.30
自引率
17.90%
发文量
21
期刊介绍: Aquaculture Economics and Management is a peer-reviewed, international journal which aims to encourage the application of economic analysis to the management, modeling, and planning of aquaculture in public and private sectors. The journal publishes original, high quality papers related to all aspects of aquaculture economics and management including aquaculture production and farm management, innovation and technology adoption, processing and distribution, marketing, consumer behavior and pricing, international trade, policy analysis, and the role of aquaculture in food security, livelihoods, and environmental management. Papers are peer reviewed and evaluated for their scientific merits and contributions.
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