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研究生: 常睿澤
Chang, Jui-Tse
論文名稱: 琉球蘇鐵之族群遺傳與保育
Population Genomics and Conservation of Cycas revoluta Thunb.
指導教授: 廖培鈞
Liao, Pei Chun
口試委員: 江友中
Chiang, Yu-Chung
李承叡
Lee, Cheng-Ruei
黃仁磐
Huang, Jen-Pan
蔡怡陞
Tsai, Isheng Jason
廖培鈞
Liao, Pei Chun
口試日期: 2024/12/20
學位類別: 博士
Doctor
系所名稱: 生命科學系
Department of Life Science
論文出版年: 2025
畢業學年度: 113
語文別: 英文
論文頁數: 166
中文關鍵詞: 大陸型島嶼基因組-環境關聯基因組適應不良地景遺傳學物種界定同域
英文關鍵詞: continental island, genome-environment association (GEA) study, genomic maladaptation, landscape genetics, species delimitation, sympatry
研究方法: 實驗設計法
論文種類: 學術論文
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  • 島嶼的空間碎片化以及其過去的陸地變化使之成為研究微演化過程的理想系統。這些時空特性影響物種的拓殖模式與族群大小變化,留下了由漂變所驅動的基因組層級之變異。當島嶼分布於較廣的緯度或海拔梯度時,也會進一步包含較大的環境變異,而促進透過選擇所驅動的基因分化演化出當地適應的族群。這些機制共同促進了島嶼之間的物種或族群多樣性,但同時也限制了它們的地理分佈。在這些島嶼物種中,沿海的物種因將受到來自陸地與海洋的氣候變遷與連帶之災難性威脅而特別脆弱,因此迫切需要保護。此外,島嶼上從族群到物種的漸進分化過程也挑戰了現有的分類系統,凸顯了通過綜合方法重新評估分類的必要性。蘇鐵是物種多樣性高的裸子植物,而於現存的380個物種中有68%面臨滅絕的威脅,因此有迫切保育上的必要。然而,蘇鐵的大型基因組(25-64 pg/2C)對於解構基因組層級的漂變或選擇驅動之分化構成了挑戰。在本論文中,我以東方蘇鐵組為研究對象,包括主要分布於琉球群島沿海及台灣低海拔河岸的台東蘇鐵(Cycas taitungensis C. F. Shen)和琉球蘇鐵(C. revoluta Thunb.),來探討物種形成的地理模式。透過雙限制酶切位點測序(ddRADseq)方法,於全面取樣族群中獲得了基因組層級的變異,進一步整合了形態數據後,再進行分類重新評估。儘管最終將這兩個物種做同物異名處理,但其基因組層級的族群分化顯示台灣內部(包括一個高度分化的隱蔽支系)以及琉球群島的沖繩和奄美之間具有空間上分化的結構。因此,我進一步探討了促進它們各自分化的機制。在台灣方面,鬼基因滲入解釋了同域隱蔽支系的分化,並可能伴隨著與沿海適應和抗病性相關的適應性遺傳變異的轉移。這樣的結果也部分解釋了而於琉球群島方面,由於甲蟲在遠距離基因交流中扮演重要角色,因此我探討了與傳粉性狀有關之毬果揮發性有機化合物。沖繩和奄美之間化學變異與基因組結構的匹配結果揭示了可能的傳粉者促進分化之機制。為進一步了解氣候變遷對各遺傳分群的影響,我先定義了保育單元,並估算了目前的地區適應性及未來在氣候變遷下的遺傳適應不良。接著,揭示了與氣候相關的災難性因子對遺傳適應不良的負面影響。為了理解影響族群分化的地景因素,我進一步探討不同地景模型對遺傳分化的影響。最後,推測了可能的演化拯救途徑。研究結果顯示,位於琉球中部的沖繩和奄美島是最需要保護的區域,其中奄美島將需要通過人為基因交流輔助來應對未來的氣候變遷。

    Spatial fragmentation combined with temporal land configuration change in islands provides an ideal system for studying microevolutionary processes. The spatiotemporal characteristics primarily influence species colonization patterns, leaving a drift-driven genome-wide signature. When distributed across a broad latitudinal or altitudinal gradient, islands experience increased environmental variation, fostering the evolution of locally adapted populations through selection-driven genetic divergence. These combined mechanisms promote high species or population diversity among islands, while simultaneously restricting their geographic distribution. Among these island species, the coastal species are particularly vulnerable and need urgent conservation act because they will be threatened by climate change and the associated catastrophe from land and sea. Additionally, the gradual divergence from populations to species across islands challenges the taxonomical views, and highlights the importance of taxonomy treatment through integrated methods. Cycads are a species-rich group of gymnosperms with urgent conservation concerns, as 68% of the 380 extant species are threatened with extinction. However, the large genome size (25-64 pg/2C) makes the genome-wide characterization of drift- or selection-driven signature challenging. In this thesis, I used Cycas sect. Asiorientales, including only Cycas taitungensis C. F. Shen and C. revoluta Thunb., that distributed mainly in coastal side of Ryukyu Archipelago and low elevation riverside of Taiwan to study the geographic mode of speciation processes. The SNP markers from double digest restriction-site associated DNA sequencing (ddRADseq) method was applied to capture the genome-wide variations from the comprehensively sampled populations. Then the morphological data of diagnostic traits were integrated for the taxonomy reappraisal. Although the two species have been synonymized, the genomic divergence was still observed within Taiwan, including a highly divergent cryptic lineage, as well as between Okinawa and Amami in the Ryukyu Archipelago. Consequently, I further examined the mechanisms that facilitated their respective divergence. The ghost introgression was demonstrated to be a crucial driver for the sympatric cryptic lineage divergence in Taiwan, together with possible transfer of adaptive genetic variations regarding coastal adaptation and resistance. This process may partially explain the coastal distribution of the main populations. Along the Ryukyu Archipelago, because of the important role of beetle for longer distance gene flow compared to wind, the pollination traits from cone volatile organic compounds were explored. Match of chemo-variations with genomic structure between Okinawa and Amami implied pollinator-mediated population divergence. Next, to understand the influence of climate change across different genomic structure, the conservation units were defined, and the present local adaptation plus future genetic vulnerability under climate change was estimated. Subsequently, the negative impact of climate-associated catastrophe events on genetic vulnerability was revealed. The landscape variables that were associated with population divergence were further investigated to understand the determinant of spatial dispersal. Finally, possible evolutionary rescue routes were inferred. In concert with genetic vulnerability, the results suggested Okinawa and Amami in central Ryukyu were the sites need the most conservation concerns, of which the assisted gene flow will be required in Amami to cope with future climate change.

    Chapter 1 General Introduction 1 Chapter 2 Geography Mode of Speciation and the Taxonomy Reappraisal of Cycas sect. Asiorientales 6 Chapter 3 Ghost Introgression Explains the Genomic Divergence of a Sympatric Cryptic Lineage in Taiwan 7 Chapter 4 Pollination Trait Matchs the Genomic Divergence along Ryukyu Archipelago 8 Abstract 8 Introduction 9 Materials and Methods 13 Results 28 Discussion 40 Chapter 5 Conservation Genomics under Future Climate Change 47 Abstract 47 Introduction 48 Materials and Methods 54 Results 70 Discussion 107 Chapter 6 Conclusion 115 References 117 Appendix: Published Works 131

    Aiello-Lammens, M., Boria, R., Radosavljevic, A., Vilela, B., Anderson, R., Bjornson, R., and Weston, S. (2014). spThin: Functions for spatial thinning of species occurrence records for use in ecological models. R Package Version 0.1. 0.
    Aitken, S.N., Yeaman, S., Holliday, J.A., Wang, T., and Curtis-Mclane, S. (2008). Adaptation, migration or extirpation: climate change outcomes for tree populations. Evol Appl 1, 95-111.
    Alberto, F.J., Aitken, S.N., Alia, R., Gonzalez-Martinez, S.C., Hanninen, H., Kremer, A., Lefevre, F., Lenormand, T., Yeaman, S., Whetten, R., and Savolainen, O. (2013). Potential for evolutionary responses to climate change - evidence from tree populations. Glob Chang Biol 19, 1645-1661.
    Alborn, H.T., Bruton, R.G., and Beck, J.J. (2021). Sampling of Volatiles in Closed Systems: A Controlled Comparison of Three Solventless Volatile Collection Methods. Journal of Chemical Ecology 47, 930-940.
    Anderson, B., Ros, P., Wiese, T.J., and Ellis, A.G. (2014). Intraspecific divergence and convergence of floral tube length in specialized pollination interactions. Proc Biol Sci 281.
    Anderson, M.J., and Walsh, D.C. (2013). PERMANOVA, ANOSIM, and the Mantel test in the face of heterogeneous dispersions: what null hypothesis are you testing? Ecological monographs 83, 557-574.
    Aoki, K., Ueno, S., Kamijo, T., Setoguchi, H., Murakami, N., Kato, M., and Tsumura, Y. (2016). Detecting east–west genetic differentiation in Castanopsis (Fagaceae) on the main islands of Japan and north–south on the Ryukyu Islands, based on chloroplast haplotypes. Plant Systematics and Evolution 302, 1093-1107.
    Arjona, Y., Fernández‐López, J., Navascués, M., Alvarez, N., Nogales, M., and Vargas, P. (2020). Linking seascape with landscape genetics: Oceanic currents favour colonization across the Galápagos Islands by a coastal plant. Journal of Biogeography 47, 2622-2633.
    Ashman, T.L. (2009). Sniffing out patterns of sexual dimorphism in floral scent. Functional Ecology 23, 852-862.
    Azuma, H., and Kono, M. (2006). Estragole (4-allylanisole) is the primary compound in volatiles emitted from the male and female cones of Cycas revoluta. Journal of Plant Research 119, 671-676.
    Barbosa, S., Mestre, F., White, T.A., Paupério, J., Alves, P.C., and Searle, J.B. (2018). Integrative approaches to guide conservation decisions: Using genomics to define conservation units and functional corridors. Molecular Ecology 27, 3452-3465.
    Barbot, E., Dufay, M., and De Cauwer, I. (2023). Sex-specific selection patterns in a dioecious insect-pollinated plant. Evolution 77, 1578-1590.
    Barreto, E., Boehm, M.M.A., Ogutcen, E., Abrahamczyk, S., Kessler, M., Bascompte, J., Dellinger, A.S., Bello, C., Dehling, D.M., Duchenne, F., Kaehler, M., Lagomarsino, L.P., Lohmann, L.G., Maglianesi, M.A., Morlon, H., Muchhala, N., Ornelas, J.F., Perret, M., Salinas, N.R., Smith, S.D., Vamosi, J.C., Varassin, I.G., and Graham, C.H. (2024). Macroevolution of the plant-hummingbird pollination system. Biol Rev Camb Philos Soc.
    Barrett, R.D., and Schluter, D. (2008). Adaptation from standing genetic variation. Trends Ecol Evol 23, 38-44.
    Bedini, S., Bougherra, H.H., Flamini, G., Cosci, F., Belhamel, K., Ascrizzi, R., and Conti, B. (2016). Repellency of anethole-and estragole-type fennel essential oils against stored grain pests: the different twins. Bulletin of Insectology 69, 149-157.
    Bernatchez, L., Ferchaud, A.-L., Berger, C.S., Venney, C.J., and Xuereb, A. (2024). Genomics for monitoring and understanding species responses to global climate change. Nature Reviews Genetics 25, 165-183.
    Bertrand, R., Perez, V., and Gégout, J.C. (2012). Disregarding the edaphic dimension in species distribution models leads to the omission of crucial spatial information under climate change: the case of Quercus pubescens in France. Global Change Biology 18, 2648-2660.
    Bincy, K., Remesh, A.V., Reshma Prabhakar, P., and Vivek Babu, C.S. (2023). Differential fumigant and contact biotoxicities of biorational essential oil of Indian sweet basil and its active constituent against pulse beetle, Callosobruchus chinensis. Food Bioscience 51.
    Birnbaum, C., Waryszak, P., and Farrer, E.C. (2021). Direct and Indirect Effects of Climate Change in Coastal Wetlands: Will Climate Change Influence Wetlands by Affecting Plant Invasion? Wetlands 41.
    Blackmer, J., and Phelan, P. (1995). Ecological analyses of Nitidulidae: seasonal occurrence, host choice and habitat preference. Journal of Applied Entomology 119, 321-329.
    Bradburd, G.S., Coop, G.M., and Ralph, P.L. (2018). Inferring continuous and discrete population genetic structure across space. Genetics 210, 33-52.
    Braun, C.D., Galuardi, B., and Thorrold, S.R. (2018). HMMoce: An R package for improved geolocation of archival‐tagged fishes using a hidden Markov method. Methods in Ecology and Evolution 9, 1212-1220.
    Bu, D., Luo, H., Huo, P., Wang, Z., Zhang, S., He, Z., Wu, Y., Zhao, L., Liu, J., Guo, J., Fang, S., Cao, W., Yi, L., Zhao, Y., and Kong, L. (2021). KOBAS-i: intelligent prioritization and exploratory visualization of biological functions for gene enrichment analysis. Nucleic Acids Res 49, W317-W325.
    Burstenbinder, K., Moller, B., Plotner, R., Stamm, G., Hause, G., Mitra, D., and Abel, S. (2017). The IQD Family of Calmodulin-Binding Proteins Links Calcium Signaling to Microtubules, Membrane Subdomains, and the Nucleus. Plant Physiol 173, 1692-1708.
    Cai, C., Escalona, H.E., Li, L., Yin, Z., Huang, D., and Engel, M.S. (2018). Beetle Pollination of Cycads in the Mesozoic. Current Biology 28, 2806-2812 e2801.
    Callmander, M.W., Gallaher, T.J., Mcneill, J., Beentje, H., Nadaf, A.B., Middleton, D.J., and Buerki, S. (2020). Neotypification of Pandanus odorifer, the correct name for P. odoratissimus (Pandanaceae). Taxon 70, 182-184.
    Caro, T., Rowe, Z., Berger, J., Wholey, P., and Dobson, A. (2022). An inconvenient misconception: Climate change is not the principal driver of biodiversity loss. Conservation Letters 15.
    Catchen, J., Hohenlohe, P.A., Bassham, S., Amores, A., and Cresko, W.A. (2013). Stacks: an analysis tool set for population genomics. Mol Ecol 22, 3124-3140.
    Cave, R.D., Sciacchetano, C., and Diaz, R. (2009). Temperature-Dependent Development of the Cycad Aulacaspis Scale, Aulacaspis yasumatsui (Hemiptera: Diaspididae). Florida Entomologist 92.
    Caye, K., Jumentier, B., Lepeule, J., and Francois, O. (2019). LFMM 2: Fast and Accurate Inference of Gene-Environment Associations in Genome-Wide Studies. Mol Biol Evol 36, 852-860.
    Chang, J.-T., Huang, B.-H., and Liao, P.-C. (2019). Genetic evidence of the southward founder speciation of Cycas taitungensis from ancestral C. revoluta along the Ryukyu Archipelagos. Conserv. Genet.
    Chang, J.T., Chao, C.T., Nakamura, K., Liu, H.L., Luo, M.X., and Liao, P.C. (2022). Divergence With Gene Flow and Contrasting Population Size Blur the Species Boundary in Cycas Sect. Asiorientales, as Inferred From Morphology and RAD-Seq Data. Frontiers in Plant Science 13, 824158.
    Chang, J.T., Nakamura, K., Chao, C.T., Luo, M.X., and Liao, P.C. (2023). Ghost introgression facilitates genomic divergence of a sympatric cryptic lineage in Cycas revoluta. Ecol Evol 13, e10435.
    Chen, C.-J., and Stevenson, D.W. (1999). Flora of China, Cycadaceae. Flora of China 4, 1-7.
    Chen, M.-P., Huang, C.-K., Lo, L., and Wang, C.-H. (1992). Late Pleistocene paleoceanography of the Kuroshio Current in the area offshore Southeast Taiwan. Terrestrial, Atmospheric and Oceanic Sciences 3, 81-110.
    Chen, Y., Jiang, Z., Fan, P., Ericson, P.G., Song, G., Luo, X., Lei, F., and Qu, Y. (2022). The combination of genomic offset and niche modelling provides insights into climate change-driven vulnerability. Nature Communications 13, 4821.
    Chen, Y., Liu, Z., Regniere, J., Vasseur, L., Lin, J., Huang, S., Ke, F., Chen, S., Li, J., Huang, J., Gurr, G.M., You, M., and You, S. (2021). Large-scale genome-wide study reveals climate adaptive variability in a cosmopolitan pest. Nat Commun 12, 7206.
    Chiang, Y.-C., Huang, B.-H., Chang, C.-W., Wan, Y.-T., Lai, S.-J., Huang, S., and Liao, P.-C. (2013). Asymmetric introgression in the horticultural living fossil cycas sect. Asiorientales using a genome-wide scanning approach. Int. J. Mol. Sci 14, 8228-8251.
    Chiang, Y.-C., Huang, B.-H., Li, N., Gong, Y.-Q., Shen, H.-H., Huang, S., and Liao, P.-C. (2018). Multilocus Genome Evidence for a Paraphyletic Relationship and Past Interspecific Gene Flow Between Species of Cycas Section Asiorientales. Bronx, New York, USA.
    Chiang, Y.-C., Hung, K.-H., Moore, S.-J., Ge, X.-J., Huang, S., Hsu, T.-W., Schaal, B.A., and Chiang, T. (2009). Paraphyly of organelle DNAs in Cycas Sect. Asiorientales due to ancient ancestral polymorphisms. BMC Evol. Biol. 9, 161.
    Christian, H.-M. (2023). The Main Drivers of Biodiversity Loss: A Brief Overview. Journal of Ecology & Natural Resources 7.
    Clugston, J.a.R., Kenicer, G.J., Milne, R., Overcast, I., Wilson, T.C., and Nagalingum, N.S. (2019). RADseq as a valuable tool for plants with large genomes-A case study in cycads. Moleular Ecology Resources 19, 1610-1622.
    Coiro, M., Allio, R., Mazet, N., Seyfullah, L.J., and Condamine, F.L. (2023). Reconciling fossils with phylogenies reveals the origin and macroevolutionary processes explaining the global cycad biodiversity. New Phytol 240, 1616-1635.
    Condamine, F.L., Nagalingum, N.S., Marshall, C.R., and Morlon, H. (2015). Origin and diversification of living cycads: a cautionary tale on the impact of the branching process prior in Bayesian molecular dating. BMC Evolutionary Biology 15, 65.
    Conesa, A., Gotz, S., Garcia-Gomez, J.M., Terol, J., Talon, M., and Robles, M. (2005). Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21, 3674-3676.
    Corlett, R.T., and Westcott, D.A. (2013). Will plant movements keep up with climate change? Trends Ecol Evol 28, 482-488.
    Cosacov, A., Cocucci, A.A., and Sersic, A.N. (2014). Geographical differentiation in floral traits across the distribution range of the Patagonian oil-secreting Calceolaria polyrhiza: do pollinators matter? Ann Bot 113, 251-266.
    Cunningham, S.C., and Read, J. (2003). Do temperate rainforest trees have a greater ability to acclimate to changing temperatures than tropical rainforest trees? New Phytologist 157, 55-64.
    Cushman, S., Wasserman, T., Landguth, E., and Shirk, A. (2013). Re-Evaluating Causal Modeling with Mantel Tests in Landscape Genetics. Diversity 5, 51-72.
    Dagestad, K.-F., Röhrs, J., Breivik, ø., and Õdlandsvik, B. (2018). OpenDrift v1. 0: a generic framework for trajectory modelling. Geoscientific Model Development 11, 1405-1420.
    Danecek, P., Auton, A., Abecasis, G., Albers, C.A., Banks, E., Depristo, M.A., Handsaker, R.E., Lunter, G., Marth, G.T., and Sherry, S.T. (2011). The variant call format and VCFtools. Bioinformatics 27, 2156-2158.
    Dasgupta, J., and Pal, T. (2021). Life History of Epuraea (Haptoncus) ocularis Fairmaire, 1849 in Kolkata area, India and descriptions of the immature stages (Coleoptera: Nitidulidae: Epuraeinae). Zootaxa 4970, 303312.
    David, R., Burgess, A., Parker, B., Li, J., Pulsford, K., Sibbritt, T., Preiss, T., and Searle, I.R. (2017). Transcriptome-Wide Mapping of RNA 5-Methylcytosine in Arabidopsis mRNAs and Noncoding RNAs. Plant Cell 29, 445-460.
    De La Torre, A.R., Li, Z., Van De Peer, Y., and Ingvarsson, P.K. (2017). Contrasting Rates of Molecular Evolution and Patterns of Selection among Gymnosperms and Flowering Plants. Mol Biol Evol 34, 1363-1377.
    De Queiroz, C.A., Da Silva Matos, K., Lobo, I.K.C., De Sousa, S.B., Muniz, C.R., Beleza Yamagishi, M.E., Zocolo, G.J., Hanada, R.E., Gasparotto, L., Sousa, N.R., De Andrade, E.V., Cordeiro, I.B., Melo, A.a.M., and Da Silva, G.F. (2020). Morpho-Anatomical and Molecular Characterization of the Oversprouting Symptoms Caused by Fusarium decemcellulare in Guarana Plants (Paullinia cupana var. sorbilis). Tropical Plant Biology 13, 274-286.
    Dehgan, B., and Yuen, C.K.K.H. (1983). Seed morphology in relation to dispersal, evolution, and propagation of Cycas L. Botanical Gazette 144, 412-418.
    Delle-Vedove, R., Schatz, B., and Dufay, M. (2017). Understanding intraspecific variation of floral scent in light of evolutionary ecology. Annals of Botany 120, 1-20.
    Delph, L.F., and Kelly, J.K. (2014). On the importance of balancing selection in plants. New Phytologist 201, 45-56.
    Dong, W., Zhu, Y., Chang, H., Wang, C., Yang, J., Shi, J., Gao, J., Yang, W., Lan, L., Wang, Y., Zhang, X., Dai, H., Miao, Y., Xu, L., He, Z., Song, C., Wu, S., Wang, D., Yu, N., and Wang, E. (2020). An SHR–SCR module specifies legume cortical cell fate to enable nodulation. Nature 589, 586-590.
    Dormont, L., Joffard, N., and Schatz, B. (2019). Intraspecific variation in floral color and odor in orchids. International Journal of Plant Sciences 180, 1036-1058.
    Dray, S., Blanchet, G., Borcard, D., Guenard, G., Jombart, T., Larocque, G., Legendre, P., Madi, N., Wagner, H.H., and Dray, M.S. (2018). Package ‘adespatial’. R Package 2018, 3-8.
    Dufresnes, C., and Litvinchuk, S.N. (2022). Diversity, distribution and molecular species delimitation in frogs and toads from the Eastern Palaearctic. Zoological Journal of the Linnean Society 195, 695-760.
    Ellis, N., Smith, S.J., and Pitcher, C.R. (2012). Gradient forests: calculating importance gradients on physical predictors. Ecology 93, 156-168.
    Etterson, J.R., and Shaw, R.G. (2001). Constraint to adaptive evolution in response to global warming. science 294, 151-154.
    Farnsworth, A., Lunt, D.J., Robinson, S.A., Valdes, P.J., Roberts, W.H., Clift, P.D., Markwick, P., Su, T., Wrobel, N., and Bragg, F. (2019). Past East Asian monsoon evolution controlled by paleogeography, not CO2. Science Advances 5, eaax1697.
    Feeley, K.J., Rehm, E.M., and Machovina, B. (2012). Perspective: the responses of tropical forest species to global climate change: acclimate, adapt, migrate, or go extinct? Frontiers of biogeography 4.
    Feng, L., and Du, F.K. (2022). Landscape Genomics in Tree Conservation Under a Changing Environment. Front Plant Sci 13, 822217.
    Feng, X., Zheng, Y., and Gong, X. (2016). Middle-Upper Pleistocene climate changes shaped the divergence and demography of Cycas guizhouensis (Cycadaceae): Evidence from DNA sequences and microsatellite markers. Sci Rep 6, 27368.
    Fenies, P., Bassetti, M.-A., Riveiros, N.V., Menniti, C., Frigola, C., Babonneau, N., Ratzov, G., Hsu, S.-K., and Su, C.-C. (2023). Changes in Kuroshio Current dynamics and East Asian monsoon variability during the last 26 kyr. Palaeogeography, Palaeoclimatology, Palaeoecology 632, 111836.
    Fernández-López, J., and Schliep, K. (2019). rWind: download, edit and include wind data in ecological and evolutionary analysis.
    Fitzpatrick, M., Mokany, K., Manion, G., Nieto-Lugilde, D., and Ferrier, S. (2022). Gdm: Generalized dissimilarity modeling. R package version 1.5. 0-1. R Foundation.
    Fitzpatrick, M.C., and Keller, S.R. (2015). Ecological genomics meets community-level modelling of biodiversity: mapping the genomic landscape of current and future environmental adaptation. Ecol Lett 18, 1-16.
    Foden, W.B., Young, B.E., Akçakaya, H.R., Garcia, R.A., Hoffmann, A.A., Stein, B.A., Thomas, C.D., Wheatley, C.J., Bickford, D., Carr, J.A., Hole, D.G., Martin, T.G., Pacifici, M., Pearce‐Higgins, J.W., Platts, P.J., Visconti, P., Watson, J.E.M., and Huntley, B. (2018). Climate change vulnerability assessment of species. WIREs Climate Change 10.
    Forester, B.R., Murphy, M., Mellison, C., Petersen, J., Pilliod, D.S., Van Horne, R., Harvey, J., and Funk, W.C. (2022). Genomics-informed delineation of conservation units in a desert amphibian. Mol Ecol 31, 5249-5269.
    Fox-Kemper, B. (Year). "Ocean, cryosphere and sea level change", in: AGU fall meeting abstracts), U13B-09.
    Frankham, R. (2009). Where are we in conservation genetics and where do we need to go? Conservation Genetics 11, 661-663.
    Franks, S.J., Richards, C.L., Gonzales, E., Cousins, J.E., and Hamrick, J.L. (2004). Multi-scale genetic analysis of Uniola paniculata (Poaceae): a coastal species with a linear, fragmented distribution. Am J Bot 91, 1345-1351.
    Friberg, M., Schwind, C., Raguso, R.A., and Thompson, J.N. (2013). Extreme divergence in floral scent among woodland star species (Lithophragma spp.) pollinated by floral parasites. Annals of Botany 111, 539-550.
    Frichot, E., François, O., and O'meara, B. (2015). LEA: AnRpackage for landscape and ecological association studies. MEE 6, 925-929.
    Funk, W.C., Mckay, J.K., Hohenlohe, P.A., and Allendorf, F.W. (2012). Harnessing genomics for delineating conservation units. Trends Ecol Evol 27, 489-496.
    Gan, J.-J. (2013). Study on the pollination biology of Cycas debaoensis. Master, Guangzi University.
    Gargiulo, R., Kull, T., and Fay, M.F. (2021). Effective double-digest RAD sequencing and genotyping despite large genome size. Mol Ecol Resour 21, 1037-1055.
    Garner, K.L., Chang, M.Y., Fulda, M.T., Berlin, J.A., Freed, R.E., Soo-Hoo, M.M., Revell, D.L., Ikegami, M., Flint, L.E., Flint, A.L., and Kendall, B.E. (2015). Impacts of sea level rise and climate change on coastal plant species in the central California coast. PeerJ 3, e958.
    Gervasi, D.D., and Schiestl, F.P. (2017). Real-time divergent evolution in plants driven by pollinators. Nat Commun 8, 14691.
    Gillogly, L.R. (1962). Insects of Micronesia. Coleoptera: Nitidulidae. Insects of Micronesia 16, 133-188.
    Goodrich, K.R., and Jurgens, A. (2018). Pollination systems involving floral mimicry of fruit: aspects of their ecology and evolution. New Phytologist 217, 74-81.
    Goodrich, K.R., Zjhra, M.L., Ley, C.A., and Raguso, R.A. (2006). When flowers smell fermented: the chemistry and ontogeny of yeasty floral scent in pawpaw (Asimina triloba: Annonaceae). International Journal of Plant Sciences 167, 33-46.
    Gottsberger, G., Gottsberger, B., Silberbauer-Gottsberger, I., Stanojlovic, V., Cabrele, C., and Dötterl, S. (2021). Imitation of fermenting fruits in beetle-pollinated Calycanthus occidentalis (Calycanthaceae). Flora 274.
    Gottsberger, G., and Silberbauer-Gottsberger, I. (2014). Basal angiosperms and beetle pollination. Botânica na América Latina 449, 458.
    Gougherty, A.V., Keller, S.R., and Fitzpatrick, M.C. (2021). Maladaptation, migration and extirpation fuel climate change risk in a forest tree species. Nature Climate Change 11, 166-171.
    Grierson, C.S., Parker, J.S., and Kemp, A.C. (2001). Arabidopsis genes with roles in root hair development. Journal of Plant Nutrition and Soil Science 164, 131-140.
    Grouvelle, A. (1913). No. VII.—Coleoptera: Nitidulidæ, Heteroceridæ. Transactions of the Linnean Society of London. 2nd Series. Zoology 16, 93-116.
    Guo, P., Wen, J., Yang, J., Ke, Y., Wang, M., Liu, M., Ran, F., Wu, Y., Li, P., Li, J., and Du, H. (2019). Genome-wide survey and expression analyses of the GRAS gene family in Brassica napus reveals their roles in root development and stress response. Planta 250, 1051-1072.
    Hall, J.A., and Walter, G.H. (2018). Pollination of the Australian cycad Cycas ophiolitica (Cycadaceae): the limited role of wind pollination in a cycad with beetle pollinator mutualists, and its ecological significance. Journal of Tropical Ecology 34, 121-134.
    Hamada, T., Terry, L.I., and Marler, T.E. (2015). Habitats, Trade Winds, and Pollination of the EndangeredCycas micronesica: Is There a Role for Wind as Pollen Vector on the Island of Guam? International Journal of Plant Sciences 176, 525-543.
    Hammani, K., Des Francs-Small, C.C., Takenaka, M., Tanz, S.K., Okuda, K., Shikanai, T., Brennicke, A., and Small, I. (2011). The pentatricopeptide repeat protein OTP87 is essential for RNA editing of nad7 and atp1 transcripts in Arabidopsis mitochondria. J Biol Chem 286, 21361-21371.
    He, Q., and Silliman, B.R. (2019). Climate Change, Human Impacts, and Coastal Ecosystems in the Anthropocene. Current Biology 29, R1021-R1035.
    He, Z., Yao, Z., Wang, K., Li, Y., and Liu, Y. (2023). Genetic Structure and Differentiation of Endangered Cycas Species Indicate a Southward Migration Associated with Historical Cooling Events. Diversity 15.
    Hedrick, P.W. (2001). Conservation genetics: where are we now? Trends in Ecology & Evolution 16, 629-636.
    Hedrick, P.W. (2004). Recent developments in conservation genetics. Forest Ecology and Management 197, 3-19.
    Henagamage, A.P., Ranaweera, M.N., Peries, C.M., and Premetilake, M.M.S.N. (2023). Repellent, antifeedant and toxic effects of plants-extracts against Spodoptera frugiperda larvae (fall armyworm). Biocatalysis and Agricultural Biotechnology 48.
    Hengl, T., Mendes De Jesus, J., Heuvelink, G.B., Ruiperez Gonzalez, M., Kilibarda, M., Blagotic, A., Shangguan, W., Wright, M.N., Geng, X., Bauer-Marschallinger, B., Guevara, M.A., Vargas, R., Macmillan, R.A., Batjes, N.H., Leenaars, J.G., Ribeiro, E., Wheeler, I., Mantel, S., and Kempen, B. (2017). SoilGrids250m: Global gridded soil information based on machine learning. PLoS One 12, e0169748.
    Hijmans, R.J., and Van Etten, J. (2016). raster: Geographic data analysis and modeling. R package version 2.
    Hill, K.D. (2008). The genus Cycas (Cycadaceae) in China. Telopea 12, 71-118.
    Hiramatsu, M., Ii, K., Okubo, H., Huang, K.L., and Huang, C.W. (2001). Biogeography and origin of Lilium longiflorum and L. formosanum (Liliaceae) endemic to the Ryukyu Archipelago and Taiwan as determined by allozyme diversity. American Journal of Botany 88, 1230-1239.
    Hoelzel, A.R. (2023). Where to now with the evolutionarily significant unit? Trends Ecol Evol 38, 1134-1142.
    Hsiao, Y., and Oberprieler, R.G. (2024). An integrative taxonomic and phylogenetic approach reveals a new genus of Australasian Cycas-pollinating weevils (Coleoptera: Curculionidae: Cossoninae). Zoological Journal of the Linnean Society.
    Hsiao, Y., Oberprieler, R.G., Zwick, A., Zhou, Y.L., and Slipinski, A. (2023). Museomics unveil systematics, diversity and evolution of Australian cycad-pollinating weevils. Proceedings of the Royal Society B: Biological Sciences 290, 20231385.
    Huang, S., Chiang, Y.C., Schaal, B.A., Chou, C.H., and Chiang, T.Y. (2001). Organelle DNA phylogeography of Cycas taitungensis, a relict species in Taiwan. Molecular Ecology 10, 2669-2681.
    Huang, S., Hsieh, H.T., Fang, K., and Chiang, Y.C. (2004). Patterns of genetic variation and demography of Cycas taitungensis in Taiwan. Bot. Rev. 70, 86-92.
    Hung, T.H., So, T., Thammavong, B., Chamchumroon, V., Theilade, I., Phourin, C., Bouamanivong, S., Hartvig, I., Gaisberger, H., and Jalonen, R. (2023). Range-wide differential adaptation and genomic offset in critically endangered Asian rosewoods. Proceedings of the National Academy of Sciences 120, e2301603120.
    Ipcc (2023). "2023: Summary for Policymakers", in: Climate Change 2023: Synthesis Report. . (ed.) H. Lee. (IPCC, Geneva, Switzerland).
    Iryu, Y., Matsuda, H., Machiyama, H., Piller, W.E., Quinn, T.M., and Mutti, M. (2006). Introductory perspective on the COREF Project. Island Arc 15, 393-406.
    Ito-Inaba, Y., Sato, M., Sato, M.P., Kurayama, Y., Yamamoto, H., Ohata, M., Ogura, Y., Hayashi, T., Toyooka, K., and Inaba, T. (2019). Alternative Oxidase Capacity of Mitochondria in Microsporophylls May Function in Cycad Thermogenesis. Plant Physiology 180, 743-756.
    Iucn (2022). The IUCN Ref List of Threatened Species. v.2022-1.
    Jaureguiberry, P., Titeux, N., Wiemers, M., Bowler, D.E., Coscieme, L., Golden, A.S., Guerra, C.A., Jacob, U., Takahashi, Y., and Settele, J. (2022). The direct drivers of recent global anthropogenic biodiversity loss. Science advances 8, eabm9982.
    Jiang, G.F., Qin, B.T., Pang, Y.K., Qin, L.L., Pereira, L., and Roddy, A.B. (2024). Limited effects of xylem anatomy on embolism resistance in cycad leaves. New Phytologist.
    Joffard, N., Arnal, V., Buatois, B., Schatz, B., and Montgelard, C. (2020). Floral scent evolution in the section Pseudophrys: pollinator‐mediated selection or phylogenetic constraints? Plant Biology 22, 881-889.
    Johnson, M.T.J., Campbell, S.A., and Barrett, S.C.H. (2015). Evolutionary Interactions Between Plant Reproduction and Defense Against Herbivores. Annual Review of Ecology, Evolution, and Systematics 46, 191-213.
    Johnson, S.D., and Schiestl, F.P. (2016). Floral mimicry. UK: Oxford University Press.
    Jump, A.S., and Penuelas, J. (2005). Running to stand still: adaptation and the response of plants to rapid climate change. Ecol Lett 8, 1010-1020.
    Kaifu, Y., Kuo, T.H., Kubota, Y., and Jan, S. (2020). Palaeolithic voyage for invisible islands beyond the horizon. Sci. Rep 10, 19785.
    Kaiser, R. (2006). Meaningful scents around the world: olfactory, chemical, biological, and cultural considerations. Wiley-VCH.
    Kaiser, R. (2011). Scent of the vanishing flora. Vch Verlagsgesellschaft Mbh.
    Kaito, T., and Toda, M. (2016). The biogeographical history of Asian keelback snakes of the genus Hebius (Squamata: Colubridae: Natricinae) in the Ryukyu Archipelago, Japan. Biological Journal of the Linnean Society 118, 187-199.
    Kakishima, S., and Okuyama, Y. (2020). Further insights into the floral biology of Asarum tamaense (sect. Heterotropa, Aristolochiaceae). Bulletin of the National Museum of Nature and Science. Series B, Botany 46, 129-143.
    Kamezawa, R.I., Satoshi (2019). "Nomination of Amami-Oshima Island, Tokunoshima Island, the northern part of Okinawa Island, and Iriomote Island for inscription on the World Heritage list", in: Government of Japan. (ed.) G.O. Japan.).
    Karger, D.N., Conrad, O., Böhner, J., Kawohl, T., Kreft, H., Soria-Auza, R.W., Zimmermann, N.E., Linder, H.P., and Kessler, M. (2017). Climatologies at high resolution for the earth’s land surface areas. Scientific data 4, 1-20.
    Kemp, L., Xu, C., Depledge, J., Ebi, K.L., Gibbins, G., Kohler, T.A., Rockstrom, J., Scheffer, M., Schellnhuber, H.J., Steffen, W., and Lenton, T.M. (2022). Climate Endgame: Exploring catastrophic climate change scenarios. Proc Natl Acad Sci U S A 119, e2108146119.
    Kobayashi, S. (2023). Evolution of a non-flying mammal-dependent pollination system in Asian Mucuna (Fabaceae). Plant Biol (Stuttg) 25, 833-841.
    Kogure, T. (2022). Rocky coastal cliffs reinforced by vegetation roots and potential collapse risk caused by sea-level rise. Catena 217.
    Kokubugata, G., Kakishima, S., Abe, A., Nakamura, K., Chung, K.-F., and Yokota, M. (2023). Phylogenetic Relationships among Populations of Portulaca okinawensis (Portulacaceae) in the Ryukyu Archipelago of Japan Using MIG-seq SNP Data. Bulletin of the National Museum of Nature and Science. Series B, Botany 49, 33-40.
    Kono, M., and Tobe, H. (2007). Is Cycas revoluta (Cycadaceae) wind-or insect-pollinated? American Journal of Botany 94, 847-855.
    Kuhlmann, M., and Mette, M.F. (2012). Developmentally non-redundant SET domain proteins SUVH2 and SUVH9 are required for transcriptional gene silencing in Arabidopsis thaliana. Plant Molecular Biology 79, 623-633.
    Kuhn, M., Wing, J., Weston, S., Williams, A., Keefer, C., Engelhardt, A., Cooper, T., Mayer, Z., Kenkel, B., and Team, R.C. (2020). Package ‘caret’. The R Journal 223, 48.
    Kyoda, S., and Setoguchi, H. (2010). Phylogeography of Cycas revoluta Thunb. (Cycadaceae) on the Ryukyu Islands: very low genetic diversity and geographical structure. Plant Syst. Evol. 288, 177-189.
    Langmead, B., and Salzberg, S.L. (2012). Fast gapped-read alignment with Bowtie 2. Nature methods 9, 357-359.
    Lawson, D.A., and Rands, S.A. (2019). The effects of rainfall on plant–pollinator interactions. Arthropod-Plant Interactions 13, 561-569.
    Lee, H.W., Kim, N.Y., Lee, D.J., and Kim, J. (2009). LBD18/ASL20 regulates lateral root formation in combination with LBD16/ASL18 downstream of ARF7 and ARF19 in Arabidopsis. Plant Physiol 151, 1377-1389.
    Lee, M.H., Lee, S., Leschen, R.a.B., and Lee, S. (2020). Evolution of feeding habits of sap beetles (Coleoptera: Nitidulidae) and placement of Calonecrinae. Systematic Entomology 45, 911-923.
    Lee, Y.C., Dean, G.H., Gilchrist, E., Tsai, A.Y., and Haughn, G.W. (2021). Asymmetric distribution of extracellular matrix proteins in seed coat epidermal cells of Arabidopsis is determined by polar secretion. Plant Direct 5, e360.
    Leroy, B., Meynard, C.N., Bellard, C., and Courchamp, F. (2016). virtualspecies, an R package to generate virtual species distributions. Ecography 39, 599-607.
    Leschen, R.A., and Buckley, T.R. (2007). Multistate characters and diet shifts: evolution of Erotylidae (Coleoptera). Systematic biology 56, 97-112.
    Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., and Genome Project Data Processing, S. (2009). The Sequence Alignment/Map format and SAMtools. Bioinformatics 25, 2078-2079.
    Li, L., Zhu, T., Song, Y., Feng, L., Farag, E.a.H., and Ren, M. (2020). ABSCISIC ACID INSENSITIVE5 Interacts With RIBOSOMAL S6 KINASE2 to Mediate ABA Responses During Seedling Growth in Arabidopsis. Front Plant Sci 11, 598654.
    Ling Chang, C., Kyu Cho, I., and Li, Q.X. (2009). Insecticidal activity of basil oil, trans-anethole, estragole, and linalool to adult fruit flies of Ceratitis capitata, Bactrocera dorsalis, and Bactrocera cucurbitae. Journal of economic entomology 102, 203-209.
    Liu, J., Lindstrom, A.J., Gong, Y., Dong, S., Liu, Y., Zhang, S., and Gong, X. (2024). Eco‐evolutionary evidence for the global diversity pattern of Cycas (Cycadaceae). Journal of Integrative Plant Biology 66, 1170-1191.
    Liu, J., Lindstrom, A.J., Marler, T.E., and Gong, X. (2021). Not that young: combining plastid phylogenomic, plate tectonic and fossil evidence indicates a Paleogene diversification of Cycadaceae. Annals of Botany.
    Liu, J., Zhang, S., Nagalingum, N.S., Chiang, Y.-C., Lindstrom, A.J., and Gong, X. (2018). Phylogeny of the gymnosperm genus Cycas L. (Cycadaceae) as inferred from plastid and nuclear loci based on a large-scale sampling: Evolutionary relationships and taxonomical implications. Molecular Phylogenetic and Evolution 127, 87-97.
    Liu, Y., Wang, S., Li, L., Yang, T., Dong, S., Wei, T., Wu, S., Liu, Y., Gong, Y., Feng, X., Ma, J., Chang, G., Huang, J., Yang, Y., Wang, H., Liu, M., Xu, Y., Liang, H., Yu, J., Cai, Y., Zhang, Z., Fan, Y., Mu, W., Sahu, S.K., Liu, S., Lang, X., Yang, L., Li, N., Habib, S., Yang, Y., Lindstrom, A.J., Liang, P., Goffinet, B., Zaman, S., Wegrzyn, J.L., Li, D., Liu, J., Cui, J., Sonnenschein, E.C., Wang, X., Ruan, J., Xue, J.Y., Shao, Z.Q., Song, C., Fan, G., Li, Z., Zhang, L., Liu, J., Liu, Z.J., Jiao, Y., Wang, X.Q., Wu, H., Wang, E., Lisby, M., Yang, H., Wang, J., Liu, X., Xu, X., Li, N., Soltis, P.S., Van De Peer, Y., Soltis, D.E., Gong, X., Liu, H., and Zhang, S. (2022). The Cycas genome and the early evolution of seed plants. Nat Plants 8, 389-401.
    Lobell, D.B., and Gourdji, S.M. (2012). The influence of climate change on global crop productivity. Plant Physiol 160, 1686-1697.
    Loreti, E., Van Veen, H., and Perata, P. (2016). Plant responses to flooding stress. Curr Opin Plant Biol 33, 64-71.
    Luu, K., Bazin, E., and Blum, M.G. (2017). pcadapt: an R package to perform genome scans for selection based on principal component analysis. Molecular Ecology Resources 17, 67-77.
    Maechler, M., Rousseeuw, P., Struyf, A., Hubert, M., and Hornik, K. (2012). Cluster: cluster analysis basics and extensions. R package version 1, 56.
    Maier, P.A., Vandergast, A.G., and Bohonak, A.J. (2022). Using landscape genomics to delineate future adaptive potential for climate change in the Yosemite toad (Anaxyrus canorus). Evolutionary Applications 16, 74-97.
    Majetic, C.J., Raguso, R.A., and Ashman, T.-L. (2008). The impact of biochemistry vs. population membership on floral scent profiles in colour polymorphic Hesperis matronalis. Annals of Botany 102, 911-922.
    Majetic, C.J., Raguso, R.A., and Ashman, T.L. (2009). Sources of floral scent variation: can environment define floral scent phenotype? Plant Signal Behav 4, 129-131.
    Makino, T., Okamoto, T., Kurita, K., Nakano, T., and Hikida, T. (2020). Origin and intraspecific diversification of the scincid lizard Ateuchosaurus pellopleurus with implications for historical island biogeography of the Central Ryukyus of Japan. Zoologischer Anzeiger 288, 1-10.
    Mancini, G., Santini, L., Cazalis, V., Akcakaya, H.R., Lucas, P.M., Brooks, T.M., Foden, W., and Di Marco, M. (2024). A standard approach for including climate change responses in IUCN Red List assessments. Conserv Biol 38, e14227.
    Mankga, L.T., and Yessoufou, K. (2017). Factors driving the global decline of cycad diversity. AoB Plants 9, plx022.
    Marler, T., Lindström, A., and Watson, G. (2021). Aulacaspis yasumatsui Delivers a Blow to International Cycad Horticulture. Horticulturae 7.
    Marler, T.E. (2010). Cycad mutualist offers more than pollen transport. American Journal of Botany 97, 841-845.
    Mazorra, L.M., Nunez, M., Hechavarria, M., Coll, F., and Sánchez-Blanco, M.J. (2002). Influence of brassinosteroids on antioxidant enzymes activity in tomato under different temperatures. Biologia Plantarum 45, 593-596.
    Meirmans, P.G. (2014). Nonconvergence in Bayesian estimation of migration rates. Mol Ecol Resour 14, 726-733.
    Meng, Y.-Y., Xiang, W., Wen, Y., Huang, D.-L., Cao, K.-F., and Zhu, S.-D. (2022). Correlations between leaf economics, mechanical resistance and drought tolerance across 41 cycad species. Annals of Botany 130, 345-354.
    Michael, C., Dennis, S., and Royce, O. (2024). The World List of Cycads, online edition [Internet]. 2013-2024. [Online]. Available from: http://www.cycadlist.org. [Accessed [cited 2022 Jun 19]].
    Miller, C.V., Bossu, C.M., Saracco, J.F., Toews, D.P.L., Rushing, C.S., Roberto‐Charron, A., Tremblay, J.A., Chandler, R.B., Desaix, M.G., Fiss, C.J., Larkin, J.L., Haché, S., Nebel, S., and Ruegg, K.C. (2023). Genomics‐informed conservation units reveal spatial variation in climate vulnerability in a migratory bird. Molecular Ecology 33.
    Moritz, C. (1994). Defining ‘evolutionarily significant units’ for conservation. Trends in ecology & evolution 9, 373-375.
    Moritz, C. (2002). Strategies to protect biological diversity and the evolutionary processes that sustain it. Systematic biology 51, 238-254.
    Muraji, M., Arakaki, N., and Tanizaki, S. (2012). Evolutionary relationship between two firefly species, Curtos costipennis and C. okinawanus (Coleoptera, Lampyridae), in the Ryukyu Islands of Japan revealed by the mitochondrial and nuclear DNA sequences. The Scientific World Journal 2012, 653013.
    Murugesan, R., Vasuki, K., Kaleeswaran, B., Santhanam, P., Ravikumar, S., Alwahibi, M.S., Soliman, D.A., Mohsen Ahmed Almunqedhi, B., and Alkahtani, J. (2021). Insecticidal and repellent activities of Solanum torvum (Sw.) leaf extract against stored grain Pest, Callosobruchus maculatus (F.) (Coleoptera: Bruchidae). Journal of King Saud University - Science 33.
    Mussmann, S.M., Douglas, M.R., Chafin, T.K., Douglas, M.E., and Jarman, S. (2019). BA3‐SNPs: Contemporary migration reconfigured in BayesAss for next‐generation sequence data. Methods in Ecology and Evolution 10, 1808-1813.
    Nakamichi R, Kishino H, and S, K. (2020). FinePop: Fine-Scale Population Analysis. (https://cran.r-project.org/web/packages/FinePop/) [Online]. [Accessed accessed April 2024.].
    Nakamura, K., Denda, T., Kokubugata, G., Forster, P.I., Wilson, G., Peng, C.-I., and Yokota, M. (2012). Molecular phylogeography reveals an antitropical distribution and local diversification of Solenogyne (Asteraceae) in the Ryukyu Archipelago of Japan and Australia. Biological Journal of the Linnean Society 105, 197-217.
    Nakanishi, H. (1988). Dispersal ecology of the maritime plants in the Ryukyu Islands, Japan. Ecological Research 3, 163-173.
    Neph, S., Kuehn, M.S., Reynolds, A.P., Haugen, E., Thurman, R.E., Johnson, A.K., Rynes, E., Maurano, M.T., Vierstra, J., Thomas, S., Sandstrom, R., Humbert, R., and Stamatoyannopoulos, J.A. (2012). BEDOPS: high-performance genomic feature operations. Bioinformatics 28, 1919-1920.
    Ninkovic, V., Markovic, D., and Rensing, M. (2021). Plant volatiles as cues and signals in plant communication. Plant, Cell, and Environment 44, 1030-1043.
    Norstog, K., and Nicholls, T.J. (1997a). The biology of the cycads. USA: Cornell University Press.
    Norstog, K., and Nicholls, T.J. (1997b). The biology of the cycads. Cornell University Press.
    Nout, M., and Bartelt, R. (1998). Attraction of a flying nitidulid (Carpophilus humeralis) to volatiles produced by yeasts grown on sweet corn and a corn-based medium. Journal of Chemical Ecology 24, 1217-1239.
    Obomighie, I., Lapenas, K., Murphy, B.E., Bowles, A.M.C., Bechtold, U., and Prischi, F. (2021). The Role of Ribosomal Protein S6 Kinases in Plant Homeostasis. Frontiers in Molecular Biosciences 8.
    Oksanen, J., Blanchet, F.G., Kindt, R., Legendre, P., Minchin, P.R., O’hara, R., Simpson, G.L., Solymos, P., Stevens, M.H.H., and Wagner, H. (2013). Package ‘vegan’. Community ecology package, version 2.
    Osozawa, S., Shinjo, R., Armid, A., Watanabe, Y., Horiguchi, T., and Wakabayashi, J. (2012). Palaeogeographic reconstruction of the 1.55 Ma synchronous isolation of the Ryukyu Islands, Japan, and Taiwan and inflow of the Kuroshio warm current. International Geology Review 54, 1369-1388.
    Ouborg, N.J., Pertoldi, C., Loeschcke, V., Bijlsma, R.K., and Hedrick, P.W. (2010). Conservation genetics in transition to conservation genomics. Trends Genet 26, 177-187.
    Ouborg, N.J., Vergeer, P., and Mix, C. (2006). The rough edges of the conservation genetics paradigm for plants. Journal of Ecology 94, 1233-1248.
    Palsboll, P., Berube, M., and Allendorf, F. (2007). Identification of management units using population genetic data. Trends in Ecology & Evolution 22, 11-16.
    Pan, S.-H., Sun, Y.-H., Tzeng, H.-Y., Rodriguez, L.J., and Bain, A. (2024). First Evidence of Thalassochory in the Ficus Genus: Seed Dispersal Using the Kuroshio Oceanic Current. Plants 13, 1398.
    Pathak, R.K., Baunthiyal, M., Pandey, D., and Kumar, A. (2020). Computational analysis of microarray data of Arabidopsis thaliana challenged with Alternaria brassicicola for identification of key genes in Brassica. J Genet Eng Biotechnol 18, 17.
    Pellmyr, O., Tang, W., Groth, I., Bergström, G., and Thiens, L.B. (1991). Cycad cone and angiosperm floral volatiles: inferences for the evolution of insect pollination. Biochemical Systematics and Ecology 19, 623-627.
    Penalver, E., Labandeira, C.C., Barron, E., Delclos, X., Nel, P., Nel, A., Tafforeau, P., and Soriano, C. (2012). Thrips pollination of Mesozoic gymnosperms. Proc Natl Acad Sci U S A 109, 8623-8628.
    Peterman, W.E., and Jarman, S. (2018). ResistanceGA: An R package for the optimization of resistance surfaces using genetic algorithms. Methods in Ecology and Evolution 9, 1638-1647.
    Petit, R.J., and Hampe, A. (2006). Some evolutionary consequences of being a tree. Annu. Rev. Ecol. Evol. Syst. 37, 187-214.
    Phillips, S.J., Dudi'k, M., and Robert, E.S. (accessed on 2022 Jun 20). Maxent software for modeling species niches and distributions (Version 3.4) [Online]. Available: https://biodiversityinformatics.amnh.org/open_source/maxent/ [Accessed].
    Pichersky, E., and Dudareva, N. (2020). Biology of plant volatiles. CRC Press.
    Pina-Martins, F., Baptista, J., Pappas, G., Jr., and Paulo, O.S. (2019). New insights into adaptation and population structure of cork oak using genotyping by sequencing. Glob Chang Biol 25, 337-350.
    Pradhan, A., and Chettri, A. (2017). Identifying Protected Areas Suitable for Conservation of Cycas pectinata Buch. Ham. in Southeast Asia Under Climate Change Scenario. International Journal of Ecology and Environmental Sciences 43, 129-141.
    Proches, S., and Johnson, S.D. (2009). Beetle pollination of the fruit-scented cones of the South African cycad Stangeria eriopus. American Journal of Botany 96, 1722-1730.
    Pysh, L.D., Wysocka‐Diller, J.W., Camilleri, C., Bouchez, D., and Benfey, P.N. (1999). The GRAS gene family in Arabidopsis: Sequence characterization and basic expression analysis of the SCARECROW‐LIKE genes. The Plant Journal 18, 111-119.
    R Core Team (2019). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
    Raguso, R.A. (2008). Wake up and smell the roses: the ecology and evolution of floral scent. Annual review of ecology, evolution, and systematics 39, 549-569.
    Rajendran, S., Silcock, P., and Bremer, P. (2023). Flavour Volatiles of Fermented Vegetable and Fruit Substrates: A Review. Molecules 28.
    Rambaut, A., Drummond, A., and Suchard, M. (2007). "Tracer v1. 6
    ".).
    Razgour, O., Forester, B., Taggart, J.B., Bekaert, M., Juste, J., Ibanez, C., Puechmaille, S.J., Novella-Fernandez, R., Alberdi, A., and Manel, S. (2019). Considering adaptive genetic variation in climate change vulnerability assessment reduces species range loss projections. Proc Natl Acad Sci U S A 116, 10418-10423.
    Rellstab, C., Dauphin, B., and Exposito‐Alonso, M. (2021). Prospects and limitations of genomic offset in conservation management. Evolutionary Applications 14, 1202-1212.
    Reyer, C.P., Leuzinger, S., Rammig, A., Wolf, A., Bartholomeus, R.P., Bonfante, A., De Lorenzi, F., Dury, M., Gloning, P., and Abou Jaoudé, R. (2013). A plant's perspective of extremes: terrestrial plant responses to changing climatic variability. Global change biology 19, 75-89.
    Salzman, S., Crook, D., Crall, J.D., Hopkins, R., and Pierce, N.E. (2020). An ancient push-pull pollination mechanism in cycads. Science Advances 6, eaay6169.
    Saunders, R.M.K. (2020). The evolution of key functional floral traits in the early divergent angiosperm family Annonaceae. Journal of Systematics and Evolution 58, 369-392.
    Savolainen, O., Pyhäjärvi, T., and Knürr, T. (2007). Gene Flow and Local Adaptation in Trees. Annual Review of Ecology, Evolution, and Systematics 38, 595-619.
    Scheffers, B.R., De Meester, L., Bridge, T.C., Hoffmann, A.A., Pandolfi, J.M., Corlett, R.T., Butchart, S.H., Pearce-Kelly, P., Kovacs, K.M., Dudgeon, D., Pacifici, M., Rondinini, C., Foden, W.B., Martin, T.G., Mora, C., Bickford, D., and Watson, J.E. (2016). The broad footprint of climate change from genes to biomes to people. Science 354.
    Schiestl, F.P., and Johnson, S.D. (2013). Pollinator-mediated evolution of floral signals. Trends in ecology & evolution 28, 307-315.
    Schulz, S., and Dickschat, J.S. (2007). Bacterial volatiles: the smell of small organisms. Natural Product Reports 24, 814-842.
    Selmoni, O., Rochat, E., Lecellier, G., Berteaux-Lecellier, V., and Joost, S. (2020). Seascape genomics as a new tool to empower coral reef conservation strategies: An example on north-western Pacific Acropora digitifera. Evol Appl 13, 1923-1938.
    Setoguchi, H., Kyoda, S., and Maeda, Y. (2009). Geographical variation in leaflet morphology of Cycas revoluta (Cycadaceae) on the Ryukyu Islands. Journal of Phytogeography and Taxonomy 57.
    Setoguchi, H., Watanabe, W., Maeda, Y., and Peng, C.-I. (2008). Molecular phylogeny of the genus Pieris (Ericaceae) with special reference to phylogenetic relationships of insular plants on the Ryukyu Islands. Plant Systematics and Evolution 270, 217-230.
    Shabala, S., Shabala, L., Barcelo, J., and Poschenrieder, C. (2014). Membrane transporters mediating root signalling and adaptive responses to oxygen deprivation and soil flooding. Plant Cell Environ 37, 2216-2233.
    Sharpe, P.J., and Baldwin, A.H. (2012). Tidal marsh plant community response to sea-level rise: a mesocosm study. Aquatic Botany 101, 34-40.
    Shen, C.-F., Hill, K.D., Tsou, C.-H., and Chia-Jui, C. (1994). Cycas taitungensis CF Shen, KD Hill, CH Tsou & CJ Chen, sp. nov.(Cycadaceae), a new name for the widely known cycad species endemic in Taiwan. Bot. Stud. 35, 133-140.
    Shen, C.-F., and Tsou, C.-H. (1993). Flora of Taiwan, Cycadaceae. Taipei, Taiwan: National Science Council of the Republic of China.
    Shirk, A.J., Landguth, E.L., and Cushman, S.A. (2018). A comparison of regression methods for model selection in individual‐based landscape genetic analysis. Molecular ecology resources 18, 55-67.
    Skelley, P., Xu, G., Tang, W., Lindstrom, A.J., Marler, T., Khuraijam, J.S., Singh, R., Radha, P., and Rich, S. (2017). Review of Cycadophila Xu, Tang & Skelley (Coleoptera: Erotylidae: Pharaxonothinae) inhabiting Cycas (Cycadaceae) in Asia, with descriptions of a new subgenus and thirteen new species. Zootaxa 4267, 1-63.
    Smith, A.B., Godsoe, W., Rodriguez-Sanchez, F., Wang, H.H., and Warren, D. (2018). Niche Estimation Above and Below the Species Level. Trends Ecol Evol.
    Stanton, J.C., Pearson, R.G., Horning, N., Ersts, P., and Reşit Akçakaya, H. (2012). Combining static and dynamic variables in species distribution models under climate change. Methods in Ecology and Evolution 3, 349-357.
    Steiner, K.E., Kaiser, R., and Dotterl, S. (2011). Strong phylogenetic effects on floral scent variation of oil-secreting orchids in South Africa. Am J Bot 98, 1663-1679.
    Stopes, M.C. (1910). Adventitious budding and branching in Cycas. New Phytologist 9, 235-241.
    Suinyuy, T.N., Donaldson, J.S., and Johnson, S.D. (2010). Scent chemistry and patterns of thermogenesis in male and female cones of the African cycad Encephalartos natalensis (Zamiaceae). South African Journal of Botany 76, 717-725.
    Suinyuy, T.N., Donaldson, J.S., and Johnson, S.D. (2012). Geographical variation in cone volatile composition among populations of the African cycad Encephalartos villosus. Biological Journal of the Linnean Society 106, 514-527.
    Suinyuy, T.N., Donaldson, J.S., and Johnson, S.D. (2013). Variation in the chemical composition of cone volatiles within the African cycad genus Encephalartos. Phytochemistry 85, 82-91.
    Suinyuy, T.N., Donaldson, J.S., and Johnson, S.D. (2015). Geographical matching of volatile signals and pollinator olfactory responses in a cycad brood-site mutualism. Proceedings of the Royal Society B: Biological Sciences 282, 20152053.
    Suinyuy, T.N., and Johnson, S.D. (2018). Geographic variation in cone volatiles and pollinators in the thermogenic African cycad Encephalartos ghellinckii Lem. Plant Biology 20, 579-590.
    Suinyuy, T.N., and Johnson, S.D. (2021). Evidence for pollination ecotypes in the African cycad Encephalartos ghellinckii (Zamiaceae). Botanical Journal of the Linnean Society 195, 233-248.
    Sun, H., Qiao, Z., Chua, K.P., Tursic, A., Liu, X., Gao, Y.G., Mu, Y., Hou, X., and Miao, Y. (2018). Profilin Negatively Regulates Formin-Mediated Actin Assembly to Modulate PAMP-Triggered Plant Immunity. Curr Biol 28, 1882-1895 e1887.
    Sun, X., and Wang, P. (2005). How old is the Asian monsoon system?—Palaeobotanical records from China. Palaeogeography, Palaeoclimatology, Palaeoecology 222, 181-222.
    Takagi, S. (2023). Outbreak of Aulacaspis yasumatsui in Japan (Sternorrhyncha: Coccoidea: Diaspididae). Insecta matsumurana. New series: Journal of the Research Faculty of Agriculture Hokkaido University, series entomology 79, 81-84.
    Tang, W. (1987). Heat production in cycad cones. Botanical Gazette 148, 165-174.
    Tang, W. (Year). "Heat production in male cones of seven Asian Cycas species (Cycadales)", in: Cycad biology and conservations: The 9th international conference on cycad biology (New York Botanical Garden, Bronx, NY, 2019)), 486-496.
    Tang, W., Oberprieler, R., and Yang, S. (1999). Beetles (Coleoptera) in cones of Asian Cycas: diversity, evolutionary patterns, and implications for Cycas taxonomy.
    Tang, W., Xu, G., Marler, T., Khuraijam, J.S., Singh, R., Lindström, A.J., Radha, P., Rich, S., Nguyen, K.S., and Skelley, P.E. (2020). Beetles (Coleoptera) in cones of cycads (Cycadales) of the northern hemisphere: diversity and evolution.
    Terry, I., Calonje, C., Calonje, M., and Marler, T. (Year). "Thermogenesis patterns in selected Cycas species", in: Cycad biology and conservations: The 9th international conference on cycad biology (New York Botanical Garden, Bronx, NY, 2019)), 410-432.
    Terry, I., Roe, M., Tang, W., and Marler, T.E. (2009). Cone insects and putative pollen vectors of the endangered cycad, Cycas micronesica. Micronesica 41, 83-99.
    Terry, I., Tang, W., Taylor, A., Singh, R., Vovides, A., and Cibrián Jaramillo, A. (2012). Proceedings of the 8th International Conference on Cycad Biology: An overview of cycad pollination studies. New York: The New York Botanical Garden Press.
    Terry, I., Walter, G.H., Moore, C., Roemer, R., and Hull, C. (2007). Odor-mediated push-pull pollination in cycads. Science 318, 70-70.
    Terry, L.I., Moore, C.J., Roemer, R.B., Brookes, D.R., and Walter, G.H. (2021). Unique chemistry associated with diversification in a tightly coupled cycad-thrips obligate pollination mutualism. Phytochemistry 186, 112715.
    Tjandra Anggraeni, Suci Rahayu, Intan Ahmad, Rizkita Rachmi Esyanti, and Putra, R.E. (2013). Resources partitioning and different foraging behavior is the basis for the coexistence of Thrips hawaiiensis (Thysanoptera: Tripidae) and Elaeidobius kamerunicus (Coleoptera: Curculionidae) on oil palm (Elaeis guineensis Jacq) flower. Journal of Entomology and Nematology 5, 59-63.
    Toon, A., Terry, L.I., Tang, W., Walter, G.H., and Cook, L.G. (2020). Insect pollination of cycads. Austral Ecology 45, 1033-1058.
    Turbek, S.P., Funk, W.C., and Ruegg, K.C. (2023). Where to draw the line? Expanding the delineation of conservation units to highly mobile taxa. J Hered 114, 300-311.
    Ujiié, Y., Ujiié, H., Taira, A., Nakamura, T., and Oguri, K. (2003). Spatial and temporal variability of surface water in the Kuroshio source region, Pacific Ocean, over the past 21,000 years: evidence from planktonic foraminifera. Marine Micropaleontology 49, 335-364.
    Valles, B.S., Bedriñana, R.P., Tascón, N.F., Garcia, A.G., and Madrera, R.R. (2005). Analytical differentiation of cider inoculated with yeast (Saccharomyces cerevisiae) isolated from Asturian (Spain) apple juice. LWT-Food Science and Technology 38, 455-461.
    Van Der Niet, T., Peakall, R., and Johnson, S.D. (2014). Pollinator-driven ecological speciation in plants: new evidence and future perspectives. Ann Bot 113, 199-211.
    Van Etten, J. (2017). R package gdistance: distances and routes on geographical grids. Journal of Statistical Software 76, 1-21.
    Vannette, R.L. (2020). The Floral Microbiome: Plant, Pollinator, and Microbial Perspectives. Annual Review of Ecology, Evolution, and Systematics 51, 363-386.
    Vogt‐Vincent, N.S., and Mitarai, S. (2020). A Persistent Kuroshio in the Glacial East China Sea and Implications for Coral Paleobiogeography. Paleoceanography and Paleoclimatology 35.
    Voris, H.K. (2000). Maps of Pleistocene sea levels in Southeast Asia: shorelines, river systems and time durations. Journal of Biogeography 27, 1153-1167.
    Wahid, A., Gelani, S., Ashraf, M., and Foolad, M.R. (2007). Heat tolerance in plants: an overview. Environmental and experimental botany 61, 199-223.
    Wang, Q., Li, C.-L., Yang, S.-Y., Huang, R., and Chen, F.-L. (1997). Pollination biology of Cycas panzhihuaensis L. Zhou et SY Yang. Journal of Integrative Plant Biology 39.
    Ward, R.D., Friess, D.A., Day, R.H., and Mackenzie, R.A. (2017). Impacts of climate change on mangrove ecosystems: a region by region overview. Ecosystem Health and Sustainability 2.
    Warren, D.L., Matzke, N.J., Cardillo, M., Baumgartner, J.B., Beaumont, L.J., Turelli, M., Glor, R.E., Huron, N.A., Simões, M., Iglesias, T.L., Piquet, J.C., and Dinnage, R. (2021). ENMTools 1.0: an R package for comparative ecological biogeography. Ecography 44, 504-511.
    Wei, J.-F., Zhao, Q., Zhao, W.-Q., and Zhang, H.-F. (2018). Predicting the potential distributions of the invasive cycad scale Aulacaspis yasumatsui (Hemiptera: Diaspididae) under different climate change scenarios and the implications for management. PeerJ 6, e4832.
    Whitehead, M.R., and Peakall, R. (2009). Integrating floral scent, pollination ecology and population genetics. Functional Ecology 23, 863-874.
    Whitelock, L.M. (2002). The cycads. Portland: Timber Press.
    Wilson, G.A., and Rannala, B. (2003). Bayesian inference of recent migration rates using multilocus genotypes. Genetics 163, 1177-1191.
    Wu, C.I. (2001). The genic view of the process of speciation. J. Evol. Biol 14, 851-865.
    Wu, L.X., Xu, H.Y., Jian, S.G., Gong, X., and Feng, X.Y. (2022). Geographic factors and climatic fluctuation drive the genetic structure and demographic history of Cycas taiwaniana (Cycadaceae), an endemic endangered species to Hainan Island in China. Ecol Evol 12, e9508.
    Xie, J., Yin, M., Ren, T., Li, J., Tang, S., and Wei, S. (2022). Characteristic changes in cell wall metabolism and related gene expression in different parts of Tarocco blood orange pulp during cold storage. Acta Physiologiae Plantarum 45.
    Yang, Q., Li, N., Li, Z., Lin, P., and Luo, B. (2009). Studies on pollen germination and storage of Cycas species. Guangxi Zhiwu/Guihaia 29, 673-677.
    Yoon, E.K., Dhar, S., Lee, M.H., Song, J.H., Lee, S.A., Kim, G., Jang, S., Choi, J.W., Choe, J.E., Kim, J.H., Lee, M.M., and Lim, J. (2016). Conservation and Diversification of the SHR-SCR-SCL23 Regulatory Network in the Development of the Functional Endodermis in Arabidopsis Shoots. Mol Plant 9, 1197-1209.
    Yousefi, M., Mohd Rafie, A.S., Abd Aziz, S., Azrad, S., and Abd Razak, A.B. (2020). Introduction of current pollination techniques and factors affecting pollination effectiveness by Elaeidobius kamerunicus in oil palm plantations on regional and global scale: A review. South African Journal of Botany 132, 171-179.
    Zhang, Q., Guo, N., Zhang, Y., Yu, Y., and Liu, S. (2022). Genome-Wide Characterization and Expression Analysis of Pathogenesis-Related 1 (PR-1) Gene Family in Tea Plant (Camellia sinensis (L.) O. Kuntze) in Response to Blister-Blight Disease Stress. Int J Mol Sci 23.
    Zhang, Y.J., Sack, L., Cao, K.F., Wei, X.M., and Li, N. (2017). Speed versus endurance tradeoff in plants: Leaves with higher photosynthetic rates show stronger seasonal declines. Sci Rep 7, 42085.
    Zheng, Y., Liu, J., Feng, X., and Gong, X. (2017). The distribution, diversity, and conservation status of Cycas in China. Ecology and Evolution 7, 3212-3224.
    Zheng, Y., Liu, J., and Gong, X. (2016). Tectonic and climatic impacts on the biota within the Red River Fault, evidence from phylogeography of Cycas dolichophylla (Cycadaceae). Sci Rep 6, 33540.
    Zhu, H., Han, G., Wang, J., Xu, J., Hong, Y., Huang, L., Zheng, S., Yang, J., and Chen, W. (2023). CG hypermethylation of the bHLH39 promoter regulates its expression and Fe deficiency responses in tomato roots. Hortic Res 10, uhad104.
    Zhu, H., Wu, Y., and Zheng, Y. (2022). Effects of heat shock on photosynthesis-related characteristics and lipid profile of Cycas multipinnata and C. panzhihuaensis. BMC Plant Biol 22, 442.
    Zonneveld, B.J.M. (2011). Genome sizes for all genera of the Cycadales compared with earlier cladistic analysis. Plant biology, 252-256.

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