Andras J P, Fields P D, Ebert D. 2018. Spatial population genetic structure of a bacterial parasite in close coevolution with its host. Molecular Ecology, 27, 1371–1384.
Avise J C, Amold J, Ball R M. 1987. Intraspecific phylogeography: The mitochondrial bridge between population genetics and systematics. Annual Review of Ecology and Systematics, 18, 489–522.
Barraclough T G, Nee S. 2001. Phylogenetic and speciation. Trends in Ecology & Evolution, 16, 391–399.
Bowcock A M, Ruiz-Linares A, Tomfohrde J, Minch E, Kidd J R, Cavalli-Sforza L L. 1994. High resolution of human evolutionary trees with polymorphic microsatellites. Nature, 368, 455-457.
Cao L J, Wang Z H, Gong Y J, Zhu L, Hoffmann A A, Wei S J. 2017. Low genetic diversity but strong population structure reflects multiple introductions of western flower thrips (Thysanoptera, Thripidae) into China followed by human-mediated spread. Evolutionary Applications, 10, 391–401.
Chailleux A, Mohl E K, Teixeira A M, Messelink G J, Desneux N. 2014. Natural enemy-mediated indirect interactions among prey species, potential for enhancing biocontrol services in agroecosystems. Pest Management Science, 70, 1769–1779.
Chen L, Sun J T, Jin P Y, Hoffmann A A, Bing X L, Zhao D S, Xue X F, Hong X Y. 2020. Population genomic data in spider mites point to a role for local adaptation in shaping range shifts. Evolutionary Applications, 13, 2821-2835.
Cheng S L, Zhang F, Pang H. 2007. Comparative study on heat tolerance of Guangdong and Beijing populations of Propylea japonica (Thunberg) (Coleoptera, Coccinellidae). Acta Entomologica Sinica, 50, 376–3823. (in Chinese)
Cornuet J M, Luikart G. 1996. Description and power analysis of two tests for detecting recent population bottlenecks from allele frequency data. Genetics, 144, 2001–2014.
Delghandi M, Delghandi M P, Goddard S. 2022. The significance of PCR primer design in genetic diversity studies, exemplified by recent research into the genetic structure of marine species. In: Basu C, ed., PCR Primer Design. Methods in Molecular Biology. Humana, New York. pp. 2392.
Drummond A J, Suchard M A, Xie D, Rambaut A. 2012. Bayesian phylogenetics with BEAUti and the BEAST 1.7. Molecular Biology and Evolution, 29, 1969–1973.
Dumont F, Lucas E, Brodeur J. 2015. Do furtive predators benefit from a selfish herd effect by living within their prey colony? Behavioral Ecology and Sociobiology, 69, 971–976.
Dupanloup I, Schneider S, Excoffier L. 2002. A simulated annealing approach to define the genetic. Molecular Ecology, 11, 2571–2581.
Earl D A, VonHoldt B M. 2012. STRUCTURE HARVESTER, a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conservation Genetics Resources, 4, 359–361.
Elmer K R, Reggio C, Wirth T, Verheyen E, Salzburger W, Meyer A. 2009. Pleistocene desiccation in East Africa bottlenecked but did not extirpate the adaptive radiation of Lake Victoria haplochromine cichlid fishes. Proceedings of the National Academy of Sciences of the United States of America, 106, 13404–13409.
Excoffier L, Lischer H E L. 2010. Arlequin suite ver 3.5, a new series of programs to perform population genetics analyses under Linux and Windows. Molecular Ecology Resources, 10, 564–567.
Fang F, Chen J, Jiang L, Qu Y, Qiao G. 2018. Genetic origin and dispersal of the invasive soybean aphid inferred from population genetic analysis and approximate Bayesian computation. Integrative Zoology, 13, 536–552.
Graham H M, Wolfenbarger D A, Nosky J B. 1978. Labeling plants and their insect fauna with rubidium. Environmental Entomology, 7, 379–383.
Gripenberg S, Mayhew P J, Parnell M, Roslin T. 2010. A meta-analysis of preference–performance relationships in phytophagous insects. Ecology Letters, 13, 383–393.
Gu C, Mu X, Peng G, Zhao G, Sun W. 2018. Changes in run-off and sediment load in the three parts of the Yellow River basin, in response to climate change and human activities. Hydrological Processes, 33, 585-601. (in Chinese)
Huang J, Zhang G, Yu H, Wang S, Guan X, Ren Y. 2020. Characteristics of climate change in the Yellow River basin during recent 40 years. Journal of Hydraulic Engineering, 51, 1048–1058. (in Chinese)
Jakobsson M, Rosenberg N. 2007. CLUMPP, a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure. Bioinformatics, 23, 1801–1806.
Ji H K, Lim C, Park S H , Kim W G, Sareein N, Bae Y J. 2020. Genetic and morphologic variation in a potential mosquito biocontrol agent, Hydrochara Affinis (Coleoptera: Hydrophilidae). Sustainability, 12, 5481.
Kajita Y, O’Neill E M, Zheng Y, Obrycki J, Weisrock D. 2012. A population genetic signature of human releases in an invasive ladybeetle. Molecular Ecology, 21, 5473–5483.
Kalinowski S. 2005. HP-Rare: A computer program for performing rarefaction on measures of allelic richness. Molecular Ecology Notes, 5, 187–189.
Kumar S, Stecher G, Li M, Knyaz C, Tamura K, Mega X. 2018. Molecular evolutionary genetics analysis across computing platforms. Molecular Biology and Evolution, 35, 1547–1549.
Leigh J W, Bryant D. 2015. POPART, Full-feature software for haplotype network construction. Methods in Ecology and Evolution, 6, 1110–1116.
Leung K, Ras E, Ferguson K B, Ariëns S, Babendreier D, Bijma P. 2020. Next-generation biological control, the need for integrating genetics and genomics. Biological Reviews, 95, 1838–1854.
Li G F, Zheng F K, Wang H. 2005. Preliminary study of Coccinellidae in the suburbs of Nanchong City. Journal of China West Normal University (Natural Sciences), 26, 145–148. (in Chinese)
Li H S, Huang Y H, Chen M L, Ren Z, Qiu B Y, De Clercq P, Heckel G, Pang H. 2021. Genomic insight into diet adaptation in the biological control agent Cryptolaemus montrouzieri. BMC Genomics, 22, 135.
Li H S, Jin M J, Ślipiński A, De Clercq P, Pang H. 2015. Genetic differentiation in native and introduced populations of cryptolaemus montrouzieri (Coleoptera, Coccinellidae) and its implications for biological control programs. Journal of Economic Entomology, 108, 2458–2464.
Li M M, Li B L, Jiang S X, Zhao Y W, Xu X L, Wu J X. 2019. Microsatellite-based analysis of genetic structure and gene flow of Mythimna separata (Walker) (Lepidoptera, Noctuidae) in China. Ecology and Evolution, 9, 13426–13437.
Lin C P, Danforth B N. 2004. How do insect nuclear and mitochondrial gene substitution patterns differ? insights from Bayesian analyses of combined datasets. Molecular Phylogenetics and Evolution, 30, 686–702.
Liu C L. 1963. Economic Entomography, Coleoptera, Coccinellidae. Science Press, Beijing. pp. 47–49.
Liu M, Wang X, Ma L, Cao L, Liu H, Pu D. 2019. Genome-wide developed microsatellites reveal a weak population differentiation in the hoverfly Eupeodes corollae (Diptera, Syrphidae) across China. PLoS ONE, 14, 1–10.
Lombaert E, Guillemaud T, Lundgren J, Koch R, Facon B, Grez A. 2014. Complementarity of statistical treatments to reconstruct worldwide routes of invasion, the case of the Asian ladybird Harmonia axyridis. Molecular Ecology, 23, 5979–5997.
Lombaert E, Guillemaud T, Thomas C E, Handley L J L, Estoup A. 2011. Inferring the origin of populations introduced from a genetically structured native range by approximate Bayesian computation, case study of the invasive ladybird Harmonia axyridis. Molecular Ecology, 20, 4654–4670.
Luo M, Lu H, Huang B, Huang C, Hsu Y, Liao P. 2022. Local adaptation and migratory habits balance spatial-genetic structure between continental and insular chestnut tiger butterflies in East Asia. Molecular Ecology, 31, 1864–1878.
Maiakovska O, Andriantsoa R, Tönges S, Legrand C, Gutekunst J, Hanna K, Pârvulescu L, Novitsky R, Weiperth A, Sciberras A, Deidun A, Ercoli F, Kouba A, Lyko F. 2021. Genome analysis of the monoclonal marbled crayfish reveals genetic separation over a short evolutionary timescale. Communications Biology, 4, 74.
Markert J A, Danley P D, Arnegard M E. 2001. New markers for new species, microsatellite loci and the East African cichlids. Trends in Ecology & Evolution, 16, 100–107.
Meng L X, Wang Y M, Wei W H, Zhang H Y. 2018. Population genetic structure of Diaphorina citri Kuwayama (Hemiptera, Liviidae), host-driven genetic differentiation in China. Scientific Reports, 8, 1-15.
Mohl E K, Stenoien C M, Heimpel G E. 2020. The effects of host plant species on adult oviposition and larval performance of the aphid predator Aphidoletes aphidimyza. Environmental Entomology, 45, 606–616.
Paetkau D, Calvert W, Stirling I, Strobeck C. 1995. Microsatellite analysis of population-structure in Canadian Polar Bears. Molecular Ecology, 4, 347–354.
Paetkau D, Slade R, Burden M, Estoup A. Paetkau D, Slade R, Burden M, Estoup A. 2004. Direct, real-time estimation of migration rate using assignment methods, a simulation-based exploration of accuracy and power. Molecular Ecology, 13, 55-65.
Papadopoulou A, Anastasiou I, Vogler A P. 2020. Revisiting the insect mitochondrial molecular clock, the mid-aegean trench calibration. Molecular Biology and Evolution, 27, 1659–1672.
Peakall R, Smouse P E. 2012. GenAlEx 6.5, genetic analysis in excel. Population genetic software for teaching and research--an update. Bioinformatics, 28, 2537–2539.
Petermann S, Otto S, Eichner G, Schetelig M F. 2021. Spatial and temporal genetic variation of Drosophila suzukii in Germany. Journal of Pest Science, 94, 1291–1305.
Piry S, Alapetite A, Cornuet J-M, Paetkau D, Baudouin L, Estoup A. 2004. GENECLASS2, A software for genetic assignment and first-generation migrant detection. Journal of Heredity, 95, 536–539.
Piry S, Luikart G, Cornuet J M. 1999. BOTTLENECK, a computer program for detecting recent reductions in the effective size using allele frequency data. Journal of Heredity, 90, 502–503.
Pritchard J K, Stephens M, Donnelly P. 2000. Inference of population structure using multilocus genotype data. Genetics, 155, 945–959.
Qin Y J, Krosch M N, Schutze M K, Zhang Y, Wang X, Prabhakar C S. 2018. Population structure of a global agricultural invasive pest, Bactrocera dorsalis (Diptera, Tephritidae). Evolutionary Applications, 11, 1990–2003.
Rambaut A, Drummond A J, Xie D, Baele G, Suchard M A. 2018. Posterior summarization in Bayesian phylogenetics using Tracer 1.7. Systematic Biology, 67, 901–904.
Rannala B, Mountain J L. 1997. Detecting immigration by using multilocus genotypes. Proceedings of the National Academy of Sciences of the United States of America, 94, 9197 – 9201.
Raymond M, Rousset F. 1995. GENEPOP (Version 1.2), population genetics software for exact tests and ecumenicism. Journal of Heredity, 86, 248–249.
Reitz S R, Gao Y, Kirk W D J, Hoddle M S, Leiss K A, Funderburk J E. 2020. Invasion biology, ecology, and management of western flower thrips. Annual Review of Entomology, 65, 17–37.
Rondoni G, Borges I, Collatz J, Conti E, Costamagna A C, Dumont F. 2021. Exotic ladybirds for biological control of herbivorous insects – a review. Entomologia Experimentalis et Applicata, 169, 6–27.
Rosenberg N A. 2004. Distruct, a program for the graphical display of population structure. Molecular Ecology Notes, 4, 137–138.
Rozas J, Ferrer-Mata A, Sanchez-DelBarrio J C, Guirao-Rico S, Librado P, Ramos-Onsins S E. 2017. DnaSP 6, DNA sequence polymorphism analysis of large data sets. Molecular Biology and Evolution, 34, 3299–3302.
Sethuraman A, Janzen F J, Obrycki J. 2015. Population genetics of the predatory lady beetle Hippodamia convergens. Biological Control, 84, 1–10.
Simon C, Frati F, Beckenbach A, Crespi B, Liu H, Flook P. 1994. Evolution, weighting, and phylogenetic utility of mitochondrial gene sequences and a compilation of conserved polymerase chain reaction primers. Annals of the Entomological Society of America, 87, 651–701.
Suzuki T, Yano K, Ohba S, Kawano K, Sekiné K, Bae Y, Tojo K. 2021. Genome-wide molecular phylogenetic analyses and mating experiments which reveal the evolutionary history and an intermediate stage of speciation of a giant water bug. Molecular Ecology, 30, 5179–5195.
Tang L D, Wang X M, Jin F L, Qiu B L, Wu J H, Ren S X. 2014. De novo sequencing-based transcriptome and digital gene expression analysis reveals insecticide resistance-relevant genes in Propylaea japonica (Thunberg) (Coleoptea : Coccinellidae ). PLoS ONE, 9, e100946.
Takezaki N, Nei M, Tamura K. 2010. POPTREE2, Software for constructing population trees from allele frequency data and computing other population statistics with Windows interface. Molecular Biology and Evolution, 27, 747–752.
Thioulouse J, Dray S. 2007. Dray, Interactive multivariate data analysis in R with the ade4 and ade4TkGUI packages. Journal of Statistical Software, 22, 1–14.
Wakil W, Brust G E, Perring T M. 2018. Sustainable management of arthropod pests of tomato. In: Leppla N C, Johnson M W, Merritt J L, Zalom F G, eds., Applications and Trends in Commercial Biological Control for Arthropod Pests of Tomato. Academic Press, New York. pp. 283-303.
Wang X Y, Yang X M, Lu B, Zhou L H, Wu K M. 2017. Genetic variation and phylogeographic structure of the cotton aphid, Aphis gossypii, based on mitochondrial DNA and microsatellite markers. Scientific Reports, 7, 1–14.
Wright M G, Bennett G M. 2018. Evolution of biological control agents following introduction to new environments. BioControl, 63, 105–116.
Xu J. 2015. Complex response of runoff–precipitation ratio to the rising air temperature, the source area of the Yellow River, China. Regional Environmental Change, 15, 35–43.
Xun H, Li H, Li S, Wei S, Zhang L, Song F, Jiang P, Yang H L, Han F, Cai W Z. 2016. Population genetic structure and post-LGM expansion of the plant bug Nesidiocoris tenuis (Hemiptera, Miridae) in China. Scientific Reports, 6, 1–11.
Yeh F, Yang R C, Boyle T, Ye Z, Mao J. 1999. POPGENE, Version 1.32, the User Friendly Software for Population Genetic Analysis. University of Alberta, Edmonton.
Zhang S, Fu W, Li N, Zhang F, Liu T X. 2015. Antioxidant responses of Propylaea japonica (Coleoptera, Coccinellidae) exposed to high temperature stress. Journal of Insect Physiology, 73, 47–52.
Zhang S Z, Li J J, Shan H W, Zhang F, Liu T X. 2012. Influence of five aphid species on development and reproduction of Propylaea japonica (Coleoptera, Coccinellidae). Biological Control, 62, 135–159.
Zhang S Z, Wu J X, Zhang Q, Jiang J X, Xu X L, Chen J A. 2004. Research advances of Propylea japonica (Thunberg) in biology, ecology and utilization. Agricultural Research in the Arid Areas, 22, 206–210. (in Chinese)
Zhang X J, Li Y H, Romeis J, Yin X M, Wu K M, Peng Y F. 2014. Use of a pollen-based diet to expose the ladybird beetl Propylea japonica to insecticidal proteins. PLoS ONE, 9, 1–8.
Zink R M, Barrowclough G F. 2008. Mitochondrial DNA under siege in avian phylogeography. Molecular Ecology, 17, 2107–2121.