Jaipal Singh Choudhary , Santosh Sambhaji Mali , Subhash Kumar Sahu , Debu Mukherjee , Bikash Das , Arun Kumar Singh , Anup Das , Bhagwati Prasad Bhatt
{"title":"基于CMIP6预测和温度物候模型预测印度东方果蝇小实蝇(Bactrocera dorsalis)的丰度和分布风险","authors":"Jaipal Singh Choudhary , Santosh Sambhaji Mali , Subhash Kumar Sahu , Debu Mukherjee , Bikash Das , Arun Kumar Singh , Anup Das , Bhagwati Prasad Bhatt","doi":"10.1016/j.jafr.2024.101613","DOIUrl":null,"url":null,"abstract":"<div><div>The Oriental fruit fly, <em>Bactrocera dorsalis</em> (Handel), an important pest of horticultural crops, was studied at seven ecologically pertinent constant temperatures (15, 18, 22, 25, 29, 32, and 35 °C) under a photoperiod of 12:12 h L:D with a relative humidity of 60 ± 10 % to establish its temperature-based development. The study was incepted to devise temperature-driven phenology models and to analyze the abundance and distribution risk of <em>B. dorsalis</em> in India based on CMIP6 projections based on the model outcomes. Using the Insect Life Cycle Modelling software, <em>B. dorsalis</em> process-based phenophases models were linked with three global climate models (GCMs) and two climate change scenarios (SSP1-2.6 and SSP5-8.5). The results revealed that the lowest temperature threshold (LTT) for the development of the egg, larva, pupa, male, and female of <em>B. dorsalis</em> were 9.8, 6.9, 9.7, 14.2, and 14.3 °C, respectively. The maximum number of females per female (net reproductive rate, R<sub>0</sub>) (385.738 ± 7.62) and individuals per female (808.987 ± 13.409) (gross reproduction rate, GRR) per generation was succeeded at a constant temperature of 26 °C. At 29 °C, the maximum females per female (0.164 ± 0.0006 per day) (intrinsic rate of increase, r<sub>m</sub>) and lowest doubling time (Dt) (4.22 ± 0.02 days) was noted. Temperatures between 26 and 29 °C were optimum for <em>B. dorsalis</em> survival, growth, and multiplications, leading to less generation time and increased population potential. The distribution and abundance indices projected for current climates (1970–2000) successfully fit the identified dispersal areas of <em>B. dorsalis</em> in India. The projections under the changing climates in India indicated that increase in temperature in future climate for <em>B. dorsalis</em> will be less suitable (<u>∼</u>65 %) for very high establishments (0.8–1.0 establishment risk index) but an increase in abundance and damage potential (16.48–71.39 %) is expected based on increased activity, and generation risk indices. In conclusion, the predicted abundance and damage potential suggest that <em>B. dorsalis</em> India will pose a considerable risk to horticultural crops in future climate scenarios. The study results offer important baseline data for developing the strategies of <em>B. dorsalis</em> management and phytosanitary actions at particular, local, and national levels in India.</div></div>","PeriodicalId":34393,"journal":{"name":"Journal of Agriculture and Food Research","volume":"19 ","pages":"Article 101613"},"PeriodicalIF":6.2000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predicting abundance and distribution risk of oriental fruit fly, Bactrocera dorsalis (Handel) in India based on CMIP6 projections linked with temperature-driven phenology models\",\"authors\":\"Jaipal Singh Choudhary , Santosh Sambhaji Mali , Subhash Kumar Sahu , Debu Mukherjee , Bikash Das , Arun Kumar Singh , Anup Das , Bhagwati Prasad Bhatt\",\"doi\":\"10.1016/j.jafr.2024.101613\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The Oriental fruit fly, <em>Bactrocera dorsalis</em> (Handel), an important pest of horticultural crops, was studied at seven ecologically pertinent constant temperatures (15, 18, 22, 25, 29, 32, and 35 °C) under a photoperiod of 12:12 h L:D with a relative humidity of 60 ± 10 % to establish its temperature-based development. The study was incepted to devise temperature-driven phenology models and to analyze the abundance and distribution risk of <em>B. dorsalis</em> in India based on CMIP6 projections based on the model outcomes. Using the Insect Life Cycle Modelling software, <em>B. dorsalis</em> process-based phenophases models were linked with three global climate models (GCMs) and two climate change scenarios (SSP1-2.6 and SSP5-8.5). The results revealed that the lowest temperature threshold (LTT) for the development of the egg, larva, pupa, male, and female of <em>B. dorsalis</em> were 9.8, 6.9, 9.7, 14.2, and 14.3 °C, respectively. The maximum number of females per female (net reproductive rate, R<sub>0</sub>) (385.738 ± 7.62) and individuals per female (808.987 ± 13.409) (gross reproduction rate, GRR) per generation was succeeded at a constant temperature of 26 °C. At 29 °C, the maximum females per female (0.164 ± 0.0006 per day) (intrinsic rate of increase, r<sub>m</sub>) and lowest doubling time (Dt) (4.22 ± 0.02 days) was noted. Temperatures between 26 and 29 °C were optimum for <em>B. dorsalis</em> survival, growth, and multiplications, leading to less generation time and increased population potential. The distribution and abundance indices projected for current climates (1970–2000) successfully fit the identified dispersal areas of <em>B. dorsalis</em> in India. The projections under the changing climates in India indicated that increase in temperature in future climate for <em>B. dorsalis</em> will be less suitable (<u>∼</u>65 %) for very high establishments (0.8–1.0 establishment risk index) but an increase in abundance and damage potential (16.48–71.39 %) is expected based on increased activity, and generation risk indices. In conclusion, the predicted abundance and damage potential suggest that <em>B. dorsalis</em> India will pose a considerable risk to horticultural crops in future climate scenarios. The study results offer important baseline data for developing the strategies of <em>B. dorsalis</em> management and phytosanitary actions at particular, local, and national levels in India.</div></div>\",\"PeriodicalId\":34393,\"journal\":{\"name\":\"Journal of Agriculture and Food Research\",\"volume\":\"19 \",\"pages\":\"Article 101613\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2025-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Agriculture and Food Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666154324006501\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/12/23 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Agriculture and Food Research","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666154324006501","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/23 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
摘要
摘要在相对湿度为60±10%、光照时间为12:12 h L:D的条件下,在7个生态适宜的恒温条件(15、18、22、25、29、32和35°C)下,对园艺作物的重要害虫东方小实蝇(Bactrocera dorsalis, Handel)进行了研究。本研究的目的是设计温度驱动物候模型,并基于基于模型结果的CMIP6预测分析印度背芽孢杆菌的丰度和分布风险。利用昆虫生命周期建模软件,将3种全球气候模式(GCMs)和2种气候变化情景(SSP1-2.6和SSP5-8.5)与背沙蚕物候期模型相关联。结果表明:卵、幼虫、蛹、雄虫和雌虫发育的最低温度阈值(LTT)分别为9.8℃、6.9℃、9.7℃、14.2℃和14.3℃;恒温26℃时,每代雌虫最大净繁殖率(R0)为385.738±7.62,总繁殖率(GRR)为808.987±13.409。在29°C时,每只雌性的最大雌性数为0.164±0.0006只/天(内在增长率,rm),最小加倍时间(Dt)为4.22±0.02天)。温度在26 ~ 29°C之间最适宜桃绿粉蚧的生存、生长和繁殖,从而缩短了世代时间,提高了种群潜力。在当前气候条件下(1970-2000年)的分布和丰度指数成功地拟合了印度稻背蚜的分布区域。在印度气候变化下的预测表明,未来气候中温度的升高将不太适合(~ 65%)非常高的场所(0.8-1.0的场所风险指数),但基于增加的活动和产生风险指数,预计dorsalis的丰度和危害潜力将增加(16.48 - 71.39%)。综上所述,在未来的气候情景下,印度背蚜的丰度和危害潜力将对园艺作物构成相当大的风险。该研究结果为印度在特定、地方和国家层面制定背孢白僵菌管理和植物检疫行动策略提供了重要的基线数据。
Predicting abundance and distribution risk of oriental fruit fly, Bactrocera dorsalis (Handel) in India based on CMIP6 projections linked with temperature-driven phenology models
The Oriental fruit fly, Bactrocera dorsalis (Handel), an important pest of horticultural crops, was studied at seven ecologically pertinent constant temperatures (15, 18, 22, 25, 29, 32, and 35 °C) under a photoperiod of 12:12 h L:D with a relative humidity of 60 ± 10 % to establish its temperature-based development. The study was incepted to devise temperature-driven phenology models and to analyze the abundance and distribution risk of B. dorsalis in India based on CMIP6 projections based on the model outcomes. Using the Insect Life Cycle Modelling software, B. dorsalis process-based phenophases models were linked with three global climate models (GCMs) and two climate change scenarios (SSP1-2.6 and SSP5-8.5). The results revealed that the lowest temperature threshold (LTT) for the development of the egg, larva, pupa, male, and female of B. dorsalis were 9.8, 6.9, 9.7, 14.2, and 14.3 °C, respectively. The maximum number of females per female (net reproductive rate, R0) (385.738 ± 7.62) and individuals per female (808.987 ± 13.409) (gross reproduction rate, GRR) per generation was succeeded at a constant temperature of 26 °C. At 29 °C, the maximum females per female (0.164 ± 0.0006 per day) (intrinsic rate of increase, rm) and lowest doubling time (Dt) (4.22 ± 0.02 days) was noted. Temperatures between 26 and 29 °C were optimum for B. dorsalis survival, growth, and multiplications, leading to less generation time and increased population potential. The distribution and abundance indices projected for current climates (1970–2000) successfully fit the identified dispersal areas of B. dorsalis in India. The projections under the changing climates in India indicated that increase in temperature in future climate for B. dorsalis will be less suitable (∼65 %) for very high establishments (0.8–1.0 establishment risk index) but an increase in abundance and damage potential (16.48–71.39 %) is expected based on increased activity, and generation risk indices. In conclusion, the predicted abundance and damage potential suggest that B. dorsalis India will pose a considerable risk to horticultural crops in future climate scenarios. The study results offer important baseline data for developing the strategies of B. dorsalis management and phytosanitary actions at particular, local, and national levels in India.