Coupling Genetic and Species Distribution Models to Examine the Response of the Hainan Partridge (Arborophila ardens) to Late Quaternary Climate

Understanding the historical dynamics of animal species is critical for accurate prediction of their response to climate changes. During the late Quaternary period, Southeast Asia had a larger land area than today due to lower sea levels, and its terrestrial landscape was covered by extensive forests and savanna. To date, however, the distribution fluctuation of vegetation and its impacts on genetic structure and demographic history of local animals during the Last Glacial Maximum (LGM) are still disputed. In addition, the responses of animal species on Hainan Island, located in northern Southeast Asia, to climate changes during the LGM are poorly understood. Here, we combined phylogeographic analysis, paleoclimatic evidence, and species distribution models to examine the response of the flightless Hainan Partridge (Arborophila ardens) to climate change. We concluded that A. ardens survived through LGM climate changes, and its current distribution on Hainan Island was its in situ refuge. Range model results indicated that A. ardens once covered a much larger area than its current distribution. Demographic history described a relatively stable pattern during and following the LGM. In addition, weak population genetic structure suggests a role in promoting gene flow between populations with climate-induced elevation shifts. Human activities must be considered in conservation planning due to their impact on fragmented habitats. These first combined data for Hainan Partridge demonstrate the value of paired genetic and SDMs study. More related works that might deepen our understanding of the responses of the species in Southeast Asia to late Quaternary Climate are needed.

[1]  M. Nei,et al.  MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. , 2011, Molecular biology and evolution.

[2]  Hongyu Ma,et al.  Population genetic diversity of mud crab (Scylla paramamosain) in Hainan Island of China based on mitochondrial DNA , 2011 .

[3]  Jianzhen Zhang,et al.  Population genetic structure and phylogeographical pattern of rice grasshopper, Oxya hyla intricata, across Southeast Asia , 2011, Genetica.

[4]  B. Stokke,et al.  Female Crowing and Differential Responses to Simulated Conspecific Intrusion in Male and Female Hainan Partridge (Arborophila ardens) , 2011, Zoological science.

[5]  S. Berquist,et al.  Phylogeography and population genetic structure of the great leaf-nosed bat (Hipposideros armiger) in China. , 2010, The Journal of heredity.

[6]  C. Bryant,et al.  Forest contraction in north equatorial Southeast Asia during the Last Glacial Period , 2010, Proceedings of the National Academy of Sciences.

[7]  Yingjuan Su,et al.  Population genetic variation, differentiation and bottlenecks of Dacrydium pectinatum (Podocarpaceae) in Hainan Island, China: implications for its conservation , 2010 .

[8]  Y. Liu,et al.  Effect of geological vicariance on mitochondrial DNA differentiation in Common Pheasant populations of the Loess Plateau and eastern China. , 2010, Molecular phylogenetics and evolution.

[9]  D. Woodruff Biogeography and conservation in Southeast Asia: how 2.7 million years of repeated environmental fluctuations affect today’s patterns and the future of the remaining refugial-phase biodiversity , 2010, Biodiversity and Conservation.

[10]  K. Zamudio,et al.  When Cold is Better: Climate-Driven Elevation Shifts Yield Complex Patterns of Diversification and Demography in an Alpine Specialist (American Pika, Ochotona princeps) , 2009, Evolution; international journal of organic evolution.

[11]  Peter J. Bradbury,et al.  The Last Glacial Maximum , 2009, Science.

[12]  Pinxian Wang,et al.  Vegetation on the Sunda Shelf, South China Sea, during the Last Glacial Maximum , 2009 .

[13]  C. Cannon,et al.  The current refugial rainforests of Sundaland are unrepresentative of their biogeographic past and highly vulnerable to disturbance , 2009, Proceedings of the National Academy of Sciences.

[14]  Pablo Librado,et al.  DnaSP v5: a software for comprehensive analysis of DNA polymorphism data , 2009, Bioinform..

[15]  L. Turner,et al.  The Indochinese–Sundaic zoogeographic transition: a description and analysis of terrestrial mammal species distributions , 2009 .

[16]  E. Martínez‐Meyer,et al.  Phylogeographic analyses and paleodistribution modeling indicate pleistocene in situ survival of Hordeum species (Poaceae) in southern Patagonia without genetic or spatial restriction. , 2009, Molecular biology and evolution.

[17]  K. Stattegger,et al.  Termination of the Last Glacial Maximum sea-level lowstand: The Sunda-Shelf data revisited , 2009 .

[18]  D. Posada jModelTest: phylogenetic model averaging. , 2008, Molecular biology and evolution.

[19]  Qiong Zhang,et al.  Microsatellite variation in China’s Hainan Eld’s deer (Cervus eldi hainanus) and implications for their conservation , 2008, Conservation Genetics.

[20]  D. Schluter,et al.  Calibrating the avian molecular clock , 2008, Molecular ecology.

[21]  A. Townsend Peterson,et al.  Rethinking receiver operating characteristic analysis applications in ecological niche modeling , 2008 .

[22]  J. Slik,et al.  Soil nutrients affect spatial patterns of aboveground biomass and emergent tree density in southwestern Borneo , 2008, Oecologia.

[23]  A. Rambaut,et al.  BEAST: Bayesian evolutionary analysis by sampling trees , 2007, BMC Evolutionary Biology.

[24]  K. Monda,et al.  Mitochondrial DNA hypervariable region‐1 sequence variation and phylogeny of the concolor gibbons, Nomascus , 2007, American journal of primatology.

[25]  A. Peterson,et al.  Evidence of climatic niche shift during biological invasion. , 2007, Ecology letters.

[26]  Bryan C. Carstens,et al.  INTEGRATING COALESCENT AND ECOLOGICAL NICHE MODELING IN COMPARATIVE PHYLOGEOGRAPHY , 2007, Evolution; international journal of organic evolution.

[27]  K.,et al.  Clouded leopard phylogeny revisited: support for species recognition and population division between Borneo and Sumatra , 2007, Frontiers in Zoology.

[28]  F. Blattner,et al.  Combined ecological niche modelling and molecular phylogeography revealed the evolutionary history of Hordeum marinum (Poaceae) — niche differentiation, loss of genetic diversity, and speciation in Mediterranean Quaternary refugia , 2007, Molecular ecology.

[29]  L. T. Nash,et al.  Introduction: evolution, morphology, and behavior of lorisoid primates , 2007 .

[30]  R. Hijmans,et al.  Climate change and the origin of migratory pathways in the Swainson's thrush, Catharus ustulatus , 2006 .

[31]  D. Fuller,et al.  The Physical Geography of Southeast Asia , 2006 .

[32]  J. Overpeck,et al.  Simulating Arctic Climate Warmth and Icefield Retreat in the Last Interglaciation , 2006, Science.

[33]  Robert P. Anderson,et al.  Maximum entropy modeling of species geographic distributions , 2006 .

[34]  P. Gibbard,et al.  Holocene sea levels and palaeoenvironments, Malay-Thai Peninsula, southeast Asia , 2005 .

[35]  J. L. Parra,et al.  Very high resolution interpolated climate surfaces for global land areas , 2005 .

[36]  C. Graham,et al.  Niche Conservatism: Integrating Evolution, Ecology, and Conservation Biology , 2005 .

[37]  C. Hunt,et al.  Palaeoenvironments of insular Southeast Asia during the Last Glacial Period: a savanna corridor in Sundaland? , 2005 .

[38]  W. Thuiller,et al.  Predicting species distribution: offering more than simple habitat models. , 2005, Ecology letters.

[39]  Laurent Excoffier,et al.  Arlequin (version 3.0): An integrated software package for population genetics data analysis , 2005, Evolutionary bioinformatics online.

[40]  L. P. Koh,et al.  Southeast Asian biodiversity: an impending disaster. , 2004, Trends in ecology & evolution.

[41]  C. Graham,et al.  INTEGRATING PHYLOGENETICS AND ENVIRONMENTAL NICHE MODELS TO EXPLORE SPECIATION MECHANISMS IN DENDROBATID FROGS , 2004, Evolution; international journal of organic evolution.

[42]  A. Peterson,et al.  Ecological niches as stable distributional constraints on mammal species, with implications for Pleistocene extinctions and climate change projections for biodiversity , 2004 .

[43]  A. Townsend Peterson,et al.  Reconstructing the Pleistocene geography of the Aphelocoma jays (Corvidae) , 2004 .

[44]  G. Hewitt Genetic consequences of climatic oscillations in the Quaternary. , 2004, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[45]  R. G. Davies,et al.  Quaternary rainforest refugia in south‐east Asia: using termites (Isoptera) as indicators , 2002 .

[46]  O. Ryder,et al.  Genetic Divergence of Orangutan Subspecies (Pongo pygmaeus) , 2001, Journal of Molecular Evolution.

[47]  Antoine Guisan,et al.  Predictive habitat distribution models in ecology , 2000 .

[48]  H. Voris Maps of Pleistocene sea levels in Southeast Asia: shorelines, river systems and time durations , 2000 .

[49]  J. Searle Phylogeography — The History and Formation of Species , 2000, Heredity.

[50]  Yunli Luo,et al.  The vegetation and climate at the last glaciation on the emerged continental shelf of the South China Sea , 2000 .

[51]  Justin C. Fay,et al.  Hitchhiking under positive Darwinian selection. , 2000, Genetics.

[52]  R. Mittermeier,et al.  Biodiversity hotspots for conservation priorities , 2000, Nature.

[53]  G. Hewitt Post-glacial re-colonization of European biota , 1999 .

[54]  V. Sánchez‐Cordero,et al.  Conservatism of ecological niches in evolutionary time , 1999, Science.

[55]  Gao Yu-ren Conservation status of endemic Galliformes on Hainan Island, China , 1998, Bird Conservation International.

[56]  R. Zink COMPARATIVE PHYLOGEOGRAPHY IN NORTH AMERICAN BIRDS , 1996, Evolution; international journal of organic evolution.

[57]  J. Flenley,et al.  The Quaternary history of far eastern rainforests , 2011 .

[58]  Bryan C. Carstens,et al.  Phylogeography's past, present, and future: 10 years after Avise, 2000. , 2010, Molecular phylogenetics and evolution.

[59]  Y. Liu,et al.  Molecular Evidence for Species Status of the Endangered Hainan Peacock Pheasant , 2008, Zoological science.

[60]  E. Sathiamurthy,et al.  Maps of Holocene sea level transgression and submerged lakes on the Sunda Shelf , 2006 .

[61]  G. Hope The Quaternary in Southeast Asia , 2005 .

[62]  M. Engstrom,et al.  Vicariance or dispersal? Historical biogeography of three Sunda shelf murine rodents (Maxomys surifer, Leopoldamys sabanus and Maxomys whiteheadi) , 2004 .

[63]  Yaping Zhang,et al.  Lack of mtDNA control region variation in Hainan Eld's deer: Consequence of a recent population bottleneck? , 2004, Conservation Genetics.

[64]  H. Bandelt,et al.  Median-joining networks for inferring intraspecific phylogenies. , 1999, Molecular biology and evolution.

[65]  D. Mindell Avian molecular evolution and systematics , 1997 .