Prediction of climate change effects on the potential distribution of cycad blue butterfly (Luthrodes pandava) in South Korea

다국어 초록 (Multilingual Abstract)

Luthrodes pandava (Lepidoptera: Lycaenidae) is a major pest of the genus Cycas (Cycadales: Cycadaceae) and mainly inhabits low latitudes of Asia. Recently, L.
pandava has gradually spread to other regions. L. pandava was first recorded in South Korea in 2006 and has been continuously observed on Jeju Island ever since.
Adequate management and mitigation plans are necessary to prevent further spread of L. pandava throughout Korea. Therefore, this study used a species distribution model to predict the potential distribution of L. pandava under current and future climate conditions. A weighted ensemble model that incorporated the accuracy of 10 species distribution models was used to improve the forecast certainty. The potential distribution areas of L. pandava were predicted in units of 20 years from the present to 2,100 using a climate change scenario (SSP5–8.5). Under current and future climate conditions, the ensemble model predicted that L. pandava would be extensively distributed on Jeju Island and along the southern seaboard, west coast, and east coast, inhabiting 50–70% of Korea’s land area by 2,100. Additionally, many sources of food for L. pandava, excluding those in the Cycas genus, have been observed in Korea. Thus, trading ports and the inland of the Korean Peninsula must be continuously monitored for outbreaks of L. pandava. The findings of this study provide essential necessary data to help mitigate the outbreak and spread of L.
pandava in Korea and their associated damage to the Cycas genus.

참고문헌 (Reference)

1 장홍기 ; 허원녕 ; 조자용 ; 유용권 ; 박윤점 ; 허북구 ; 송채은, "한국 화훼시장에서 관엽식물의 유통명 사용 실태 및 유형분석" 한국원예학회 23 (23): 324-332, 2005

2 권혁수, "종분포모형의 불확실성 확인을 위한 앙상블모형 적용" 대한공간정보학회 22 (22): 47-52, 2014

3 김도성 ; 박성준 ; 김동순 ; 조영복 ; 이영돈 ; 안능호 ; 김기경 ; 서홍렬 ; 차진열, "제주도 한라산 나비군집 모니터링" 한국환경생태학회 28 (28): 697-704, 2014

4 신만석 ; 서창완 ; 박선욱 ; 홍승범 ; 김진용 ; 전자영 ; 이명우, "분산 능력을 고려한 기후변화에 따른 붉가시나무의잠재서식지 분포변화 예측연구" 한국환경영향평가학회 27 (27): 291-306, 2018

5 박용하 ; 김재욱 ; 정휘철, "기후변화와 침입외래종의 생태계기반관리 전략" 한국환경정책학회 24 (24): 149-176, 2016

6 박선욱 ; 구경아 ; 서창완 ; 공우석, "기후변화에 따른 송악의 잠재서식지 분포 변화 예측" 한국기후변화학회 7 (7): 325-334, 2016

7 Fick SE, "WorldClim 2 : new 1km spatial resolution climate surfaces for global land areas" 37 : 4302-4315, 2017

8 Hulme PE, "Trade, transport and trouble : Managing invasive species pathways in an era of globalization" 46 : 10-18, 2009

9 Araújo MB, "Reducing uncertainty in projections of extinction risk from climate change" 14 : 529-538, 2005

10 Yang T, "Predicting the effects of climate change on the suitable habitat of Japanese Spanish mackerel(Scomberomorus niphonius)based on the species distribution model" 9 : 927790-, 2022

11 성선용 ; 권용수 ; 이동근 ; 조영호, "Predicting the Potential Distribution of an Invasive Species, Solenopsis invicta Buren (Hymenoptera: Formicidae), under Climate Change using Species Distribution Models" 한국곤충학회 48 (48): 505-513, 2018

12 Koo KA, "Potential effects of climate change on the distribution of cold-tolerant evergreen broadleaved woody plants in the Korean Peninsula" 10 : e0134043-, 2015

13 Koo KA, "Potential climate change effects on tree distributions in the Korean Peninsula : Understanding model & climate uncertainties" 353 : 17-27, 2017

14 Tiple A, "Population dynamics and seasonal polyphenism of Chilades pandava butterfly(Lycaenidae)in central India" 12 : 1774-1779, 2009

15 Joo HZ, "On the Outbreak and Immature Stages of Chilades pandava (Horsfield) in Is. Jeju, Korea (Lepidoptera, Lycaenidae)" 18 : 7-10, 2008

16 진동필 ; 김중현 ; 심선희 ; 서화정 ; 김진석, "New record of an alien plant, Desmodium paniculatum (Fabaceae), in Korea based on a morphological examination and DNA barcoding" 한국식물분류학회 51 (51): 133-140, 2021

17 Chang YC, "Morphology life history and damage of cycas blue butterfly Chilades pandava pandava as well as pathogenicity of entomogenous fungus to its larva" 1 : 43-50, 1989

18 Swets JA, "Measuring the accuracy of diagnostic systems" 240 : 1285-1293, 1988

19 Franklin J, "Mapping species distributions: spatial inference and prediction" Cambridge University Press 2010

20 Nitin R, "Larval host plants of the butterflies of the western Ghats, India" 4 : 11495-11550, 2018

21 da Cunha HF, "Host plant distributions and climate interact to affect the predicted geographic distribution of a Neotropical termite" 50 : 625-632, 2018

22 Ascunce MS, "Global Invasion History of the Fire Ant Solenopsis invicta" 331 : 1066-1068, 2011

23 Fric Z, "First record of the cycad blue, Chilades pandava, in Egypt-a new invasive butterfly species in the Mediterranean region and on the African continent(Lepidoptera : lycaenidae)" 2 : 315-319, 2014

24 Marmion M, "Evaluation of consensus methods in predictive species distribution modelling" 15 : 59-69, 2009

25 Wu LW, "Elucidating genetic signatures of native and introduced populations of the Cycad Blue, Chilades pandava to Taiwan : a threat both to Sago Palm and to native Cycas populations worldwide" 12 : 2649-2669, 2010

26 Parker-Allie F, "Effects of climate warming on the distributions of invasive Eurasian annual grasses : a South African perspective" 94 : 87-103, 2009

27 Donaldson J, "Cycads Status Survey and Conservation Action Plan" IUCN 2003

28 Attorre F, "Comparison of interpolation methods for mapping climatic and bioclimatic variables at regional scale" 27 : 1825-1843, 2007

29 Lee TB, "Coloured Flora of Korea I" Hyangmunsa 127-, 2014

30 Navarro-Cano JA, "Climate change, phenology, and butterfly host plant utilization" 44 : 78-88, 2015

31 Masters G, "Climate change and invasive alien species" CABI 2010

32 Van Driesche RG, "Classical biological control for the protection of natural ecosystems" 54 : 52-533, 2010

33 Marler TE, "Chilades pandava Damage among 85 Cycas Species in Common Garden Setting" 12 : 1832-1836, 2012

34 KSAE, "Check List of Insects from Korea" Paper and Pencil 570-, 2021

35 Moore A, "Biological control of cycad aulacaspis scale on Guam" 28 : 6-8, 2005

36 Thuiller W, "BIOMOD–a platform for ensemble forecasting of species distributions" 32 : 369-373, 2009

37 Allouche O, "Assessing the accuracy of species distribution models : prevalence, kappa and the true skill statistic(TSS)" 43 : 1223-1232, 2006

38 Wei QY, "A preliminary study on the bionomics and control of Chilades pandava pandava" 43 : 870-872, 2006

39 NSM, "2018 Joint Research Report: Island within an island, Chuja archipelago" National Biodiversity Institutional Consortium