Estimation of the potential geographical distribution of a new potato pest (Schrankia costaestrigalis) in China under climate change

被引:8
作者
Xian, Xiao-qing [1 ]
Zhao, Hao-xiang [1 ]
Guo, Jian-yang [1 ]
Zhang, Gui-fen [1 ]
Liu, Hui [2 ]
Liu, Wan-xue [1 ]
Wan, Fang-hao [1 ]
机构
[1] Chinese Acad Agr Sci, State Key Lab Biol Plant Dis & Insect Pests, Inst Plant Protect, Beijing 100193, Peoples R China
[2] Natl Agrotech Extens & Serv Ctr, Beijing 100026, Peoples R China
基金
国家重点研发计划;
关键词
climate change; potential geographical distribution; crop insect pests; Schrankia costaestrigalis; MaxEnt model; SPECIES DISTRIBUTIONS; CHANGE IMPACTS; FOOD SECURITY; INSECT PESTS; CROP LOSSES; MAXENT; COMPLEXITY; PATHOGENS; ABUNDANCE; ACCURACY;
D O I
10.1016/j.jia.2022.08.023
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Global food security is threatened by the impacts of the spread of crop pests and changes in the complex interactions between crops and pests under climate change. Schrankia costaestrigalis is a newly-reported potato pest in southern China. Early-warning monitoring of this insect pest could protect domestic agriculture as it has already caused regional yield reduction and/or quality decline in potato production. Our research aimed to confirm the potential geographical distributions (PGDs) of S. costaestrigalis in China under different climate scenarios using an optimal MaxEnt model, and to provide baseline data for preventing agricultural damage by S. costaestrigalis. Our findings indicated that the accuracy of the optimal MaxEnt model was better than the default-setting model, and the minimum temperature of the coldest month, precipitation of the driest month, precipitation of the coldest quarter, and the human influence index were the variables significantly affecting the PGDs of S. costaestrigalis. The highly-and moderately-suitable habitats of S. costaestrigalis were mainly located in eastern and southern China. The PGDs of S. costaestrigalis in China will decrease under climate change. The conversion of the highly-to moderately-suitable habitat will also be significant under climate change. The centroid of the suitable habitat area of S. costaestrigalis under the current climate showed a general tendency to move northeast and to the middle-high latitudes in the 2030s. The agricultural practice of plastic film mulching in potato fields will provide a favorable microclimate for S. costaestrigalis in the suitable areas. More attention should be paid to the early warning and monitoring of S. costaestrigalis in order to prevent its further spread in the main areas in China's winter potato planting regions.
引用
收藏
页码:2441 / 2455
页数:15
相关论文
共 64 条
  • [1] Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS)
    Allouche, Omri
    Tsoar, Asaf
    Kadmon, Ronen
    [J]. JOURNAL OF APPLIED ECOLOGY, 2006, 43 (06) : 1223 - 1232
  • [2] Herbivory in global climate change research: direct effects of rising temperature on insect herbivores
    Bale, JS
    Masters, GJ
    Hodkinson, ID
    Awmack, C
    Bezemer, TM
    Brown, VK
    Butterfield, J
    Buse, A
    Coulson, JC
    Farrar, J
    Good, JEG
    Harrington, R
    Hartley, S
    Jones, TH
    Lindroth, RL
    Press, MC
    Symrnioudis, I
    Watt, AD
    Whittaker, JB
    [J]. GLOBAL CHANGE BIOLOGY, 2002, 8 (01) : 1 - 16
  • [3] CLIMATE CHANGE Global warming and China's crop pests
    Bebber, Daniel P.
    [J]. NATURE FOOD, 2022, 3 (01): : 6 - 7
  • [4] Bebber DP, 2013, NAT CLIM CHANGE, V3, P985, DOI [10.1038/NCLIMATE1990, 10.1038/nclimate1990]
  • [5] Massive yet grossly underestimated global costs of invasive insects
    Bradshaw, Corey J. A.
    Leroy, Boris
    Bellard, Celine
    Roiz, David
    Albert, Celine
    Fournier, Alice
    Barbet-Massin, Morgane
    Salles, Jean-Michel
    Simard, Frederic
    Courchamp, Franck
    [J]. NATURE COMMUNICATIONS, 2016, 7
  • [6] Review of CLIMEX and MaxEnt for studying species distribution in South Korea
    Byeon, Dae-hyeon
    Jung, Sunghoon
    Lee, Wang-Hee
    [J]. JOURNAL OF ASIA-PACIFIC BIODIVERSITY, 2018, 11 (03) : 325 - 333
  • [7] Chen Jian Chen Jian, 2019, Chemistry and Industry of Forest Products, V39, P42
  • [8] Climate-based seasonal dynamics of the invasive red palm miteRaoiella indica
    da Silva, Ricardo Siqueira
    Fidelis, Elisangela Gomes
    Amaro, George
    Ramos, Rodrigo Soares
    Santana Junior, Paulo Antonio
    Picanco, Marcelo Coutinho
    [J]. PEST MANAGEMENT SCIENCE, 2020, 76 (11) : 3849 - 3856
  • [9] Increase in crop losses to insect pests in a warming climate
    Deutsch, Curtis A.
    Tewksbury, Joshua J.
    Tigchelaar, Michelle
    Battisti, David S.
    Merrill, Scott C.
    Huey, Raymond B.
    Naylor, Rosamond L.
    [J]. SCIENCE, 2018, 361 (6405) : 916 - 919
  • [10] Global potential distribution of Drosophila suzukii (Diptera, Drosophilidae)
    dos Santos, Luana A.
    Mendes, Mayara F.
    Kruger, Alexandra P.
    Blauth, Monica L.
    Gottschalk, Marco S.
    Garcia, Flavio R. M.
    [J]. PLOS ONE, 2017, 12 (03):