Habitat Use and Selection by Giant Pandas

Animals make choices about where to spend their time in complex and dynamic landscapes, choices that reveal information about their biology that in turn can be used to guide their conservation. Using GPS collars, we conducted a novel individual-based analysis of habitat use and selection by the elusive and endangered giant pandas (Ailuropoda melanoleuca). We constructed spatial autoregressive resource utilization functions (RUF) to model the relationship between the pandas' utilization distributions and various habitat characteristics over a continuous space across seasons. Results reveal several new insights, including use of a broader range of habitat characteristics than previously understood for the species, particularly steep slopes and non-forest areas. We also used compositional analysis to analyze habitat selection (use with respect to availability of habitat types) at two selection levels. Pandas selected against low terrain position and against the highest clumped forest at the at-home range level, but no significant factors were identified at the within-home range level. Our results have implications for modeling and managing the habitat of this endangered species by illustrating how individual pandas relate to habitat and make choices that differ from assumptions made in broad scale models. Our study also highlights the value of using a spatial autoregressive RUF approach on animal species for which a complete picture of individual-level habitat use and selection across space is otherwise lacking.

[1]  Jianguo Liu,et al.  Telemetry research on elusive wildlife: A synthesis of studies on giant pandas. , 2016, Integrative zoology.

[2]  Sunayana Ganguly India and the Environment , 2016 .

[3]  Jianguo Liu,et al.  An integrated approach to understanding the linkages between ecosystem services and human well‐being , 2015, Ecosystem Health and Sustainability.

[4]  Jianguo Liu Promises and perils for the panda. , 2015, Science.

[5]  P. Gleick,et al.  Systems integration for global sustainability , 2015, Science.

[6]  Yan Huang,et al.  Space use by endangered giant pandas , 2015 .

[7]  He-min Zhang,et al.  Genome-wide survey and analysis of microsatellites in giant panda (Ailuropoda melanoleuca), with a focus on the applications of a novel microsatellite marker system , 2015, BMC Genomics.

[8]  Jianguo Liu,et al.  A synthesis of giant panda habitat selection , 2014 .

[9]  Li An,et al.  Agent-Based Modeling in Coupled Human and Natural Systems (CHANS): Lessons from a Comparative Analysis , 2014 .

[10]  Yan-ping Huang,et al.  Impact of livestock on giant pandas and their habitat , 2014 .

[11]  Jianguo Liu,et al.  Long-term dynamics of household size and their environmental implications , 2014 .

[12]  G. Cumming,et al.  Quantitative comparison and selection of home range metrics for telemetry data , 2012 .

[13]  Yibo Hu,et al.  Giant panda scent-marking strategies in the wild: role of season, sex and marking surface , 2012, Animal Behaviour.

[14]  Yan-ping Huang,et al.  Evaluating the efficacy of zoning designations for protected area management , 2011 .

[15]  W. Liu,et al.  Temporal transferability of wildlife habitat models: implications for habitat monitoring , 2011 .

[16]  A. Viña,et al.  Effects of Natural Disasters on Conservation Policies: The Case of the 2008 Wenchuan Earthquake, China , 2011, AMBIO.

[17]  A. Skidmore,et al.  Potential solar radiation pattern in relation to the monthly distribution of giant pandas in Foping nature reserve, China , 2011 .

[18]  Simon Benhamou,et al.  Dynamic Approach to Space and Habitat Use Based on Biased Random Bridges , 2011, PloS one.

[19]  M. Hebblewhite,et al.  Review of research methodologies for tigers: telemetry. , 2010, Integrative zoology.

[20]  A. Viña,et al.  Using Cost‐Effective Targeting to Enhance the Efficiency of Conservation Investments in Payments for Ecosystem Services , 2010, Conservation biology : the journal of the Society for Conservation Biology.

[21]  Peter H. Raven,et al.  China's Environmental Challenges and Implications for the World , 2010 .

[22]  R. DeFries,et al.  Range-wide analysis of wildlife habitat: Implications for conservation , 2010 .

[23]  M. Hebblewhite,et al.  Distinguishing technology from biology: a critical review of the use of GPS telemetry data in ecology , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[24]  F. Wei,et al.  Giant panda conservation science: how far we have come , 2010, Biology Letters.

[25]  Douglas W. Yu,et al.  China, India, and the Environment , 2010, Science.

[26]  Jianguo Liu,et al.  Factors affecting land reconversion plans following a payment for ecosystem service program , 2009 .

[27]  A. Viña,et al.  Evaluating MODIS data for mapping wildlife habitat distribution , 2008 .

[28]  Jianguo Liu,et al.  Effects of fuelwood collection and timber harvesting on giant panda habitat use , 2008 .

[29]  Weihua Xu,et al.  Application of ecological-niche factor analysis in habitat assessment of giant pandas , 2008 .

[30]  Bernie J. McConnell,et al.  Estimating space‐use and habitat preference from wildlife telemetry data , 2008 .

[31]  Jianguo Liu,et al.  Environmental impacts of divorce , 2007, Proceedings of the National Academy of Sciences.

[32]  Charles M. Bishop,et al.  Novel GPS tracking of sea turtles as a tool for conservation management , 2007 .

[33]  Hua Zheng,et al.  Designing a conservation plan for protecting the habitat for giant pandas in the Qionglai mountain range, China , 2006 .

[34]  Li An,et al.  Impacts of Demographic and Socioeconomic Factors on Spatio-temporal Dynamics of Panda Habitat , 2006, Biodiversity & Conservation.

[35]  Li An,et al.  Interactive effects of natural and human disturbances on vegetation dynamics across landscapes. , 2006, Ecological applications : a publication of the Ecological Society of America.

[36]  Robert A. Gitzen,et al.  Analysis of Resource Selection Using Utilization Distributions , 2006 .

[37]  A. Skidmore,et al.  GIANT PANDA HABITAT SELECTION IN FOPING NATURE RESERVE, CHINA , 2005 .

[38]  A. Taylor,et al.  Canopy tree development and undergrowth bamboo dynamics in old-growth Abies-Betula forests in southwestern China: a 12-year study , 2004 .

[39]  R. Swaisgood,et al.  EFFECTS OF RADIOCOLLARS ON GIANT PANDA STRESS-RELATED BEHAVIOR AND HORMONES , 2004 .

[40]  Thorsten Wiegand,et al.  Fragmented landscapes, road mortality and patch connectivity: modelling influences on the dispersal of Eurasian lynx , 2004 .

[41]  Joshua J. Millspaugh,et al.  RELATING RESOURCES TO A PROBABILISTIC MEASURE OF SPACE USE: FOREST FRAGMENTS AND STELLER'S JAYS , 2004 .

[42]  G. Daily,et al.  Effects of household dynamics on resource consumption and biodiversity , 2003, Nature.

[43]  T. Simons,et al.  Spatial autocorrelation and autoregressive models in ecology , 2002 .

[44]  J. Liu,et al.  Ecological Degradation in Protected Areas: The Case of Wolong Nature Reserve for Giant Pandas , 2001, Science.

[45]  Peter Rogerson,et al.  Statistical methods for geography , 2001 .

[46]  William W. Taylor,et al.  A Framework for Evaluating the Effects of Human Factors on Wildlife Habitat: the Case of Giant Pandas , 1999 .

[47]  Jianguo Liu,et al.  Changes in Human Population Structure: Implications for Biodiversity Conservation , 1999 .

[48]  Trevor C. Bailey,et al.  Interactive Spatial Data Analysis , 1995 .

[49]  B. Manly,et al.  Resource selection by animals: statistical design and analysis for field studies. , 1994 .

[50]  Michael L. Morrison,et al.  Wildlife-habitat relationships : concepts and applications , 1993 .

[51]  Nicholas J. Aebischer,et al.  Compositional Analysis of Habitat Use From Animal Radio-Tracking Data , 1993 .

[52]  A. Taylor,et al.  STRUCTURE AND DYNAMICS OF BAMBOOS IN THE WOLONG NATURAL RESERVE, CHINA , 1993 .

[53]  D. Reid,et al.  Giant panda selection between Bashania fangiana bamboo habitats in Wolong Reserve, Sichuan, China , 1991 .

[54]  S. Herrero The Giant Pandas of Wolong, George B. Schaller, Hu Jinchu, Pan Wenshi, Zhu Jing. University of Chicago Press, Chicago (1985), xix, +298. Price $25.00 , 1986 .

[55]  M. Rosenzweig,et al.  A Theory of Habitat Selection , 1981 .

[56]  Douglas H. Johnson THE COMPARISON OF USAGE AND AVAILABILITY MEASUREMENTS FOR EVALUATING RESOURCE PREFERENCE , 1980 .

[57]  A. Viña,et al.  Pandas and People: Coupling Human and Natural Systems for Sustainability , 2016 .

[58]  Guan Wang,et al.  Ecological scale and seasonal heterogeneity in the spatial behaviors of giant pandas. , 2014, Integrative zoology.

[59]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[60]  Peter N. Laver,et al.  A Critical Review of Home Range Studies , 2008 .

[61]  J. Ran,et al.  Habitat selection by giant pandas and grazing livestock in the Xiaoxiangling Mountains of Sichuan Province , 2003 .

[62]  W. V. Winkle COMPARISON OF SEVERAL PROBABILISTIC HOME-RANGE MODELS' , 1975 .