Applying Methods from Local to Regional Scales

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1 CHAPTER 15 Applying Methods from Local to Regional Scales Andrés Viña, Weihua Xu, Zhiyun Ouyang, and Jianguo Liu 15.1 Introduction Most detailed research on coupled human and natural systems has been conducted at the local scale (An et al., 2014, Hull et al., 2015, Liu et al., 2007a, b). Although such research has provided useful insights (e.g., Chapters 3 14), more research is needed to address important issues at broader scales. For example, long-term survival of species is dependent on abundant and well-connected suitable habitat areas across their geographic ranges (Crooks and Sanjayan, 2006, Damschen et al., 2006, Kareiva and Wennergren, 1995, Ricketts, 2001). Therefore, range-wide analyses are needed to assess habitat dynamics and human impacts at multiple scales, such as inside and across nature reserve boundaries (Loss et al., 2011, Minor and Lookingbill, 2010, Noss, 2007, Spring et al., 2010). Range-wide habitat analyses are essential for the establishment of conservation practices that support the long-term survival of many endangered species, such as the endangered giant panda (Ailuropoda melanoleuca) (Xu et al., 2014). Giant pandas once were found throughout most of China, northern Vietnam, and northern Myanmar (Pan et al., 2001). But due to human activities such as agricultural expansion, logging, and infrastructure development, only 1864 wild giant panda individuals remain within six main mountain regions (Qinling, Minshan, Qionglai, Greater Xiangling, Lesser Xiangling, and Liangshan) in three provinces (Gansu, Shaanxi, and Sichuan) of China (Hu and Wei, 2004, Mackinnon and De Wulf, 1994, Reid and Gong, 1999, State Council Information Office of China, 2015, State Forestry Administration, 2006, Viña et al., 2010; Figure 1.1). These mountain regions are characterized by a high elevational range and are dissected by the valleys of perennial rivers. The complex topography, together with the substantial variability of climates and soil types, leads to diverse flora and fauna. In fact, a significant portion of the region where the pandas live has been classified as one of the world s top 25 Biodiversity Hotspots (Myers et al., 2000). The geographic range also contains a UNESCO World Heritage Site (Li et al., 2013) and several biosphere reserves for the protection of not only the giant pandas but many other endangered species. The panda habitat across its entire geographic range includes several types of forest ecosystems (Reid and Hu, 1991, Taylor and Qin, 1993) which are home to thousands of other animal and plant species. Thus, efforts to mitigate the reduction and fragmentation of panda habitat may also assist in the conservation of other endangered species. Examples include the golden snub-nosed monkey (Rhinopithecus roxellana), the takin (Budorcas taxicolor), the red panda (Ailurus fulgens), the forest musk deer (Moschus berezovskii), and the Asiatic black bear (Ursus thibetanus). Therefore, assessing the dynamics of the giant panda habitat and pandas people interactions across the entire range of the giant panda is crucial for the conservation of many other endangered species that coexist with them (Xu et al., 2014). Pandas and People. Edited by Jianguo Liu, Vanessa Hull, Wu Yang, Andrés Viña, Xiaodong Chen, Zhiyun Ouyang, and Hemin Zhang. Oxford University Press Published 2016 by Oxford University Press.

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3 Applying Methods from Local to Regional Scales 199 suitability, particularly when local people are actively involved in monitoring (Chapter 7). However, across the entire geographic range this is less clear, since most of the region exhibited no significant changes during the first decade of the twenty-first century. Therefore, despite NFCP and GTGP and their associated gains in forest cover across the entire geographic range of the species (Figure 15.3B), the observed forest-cover gains may not have translated into a widespread increase in suitable giant panda habitat. Nevertheless, as some areas are experiencing positive trends in habitat suitability, there is hope that the widespread implementation of conservation policies will eventually translate into giant panda habitat recovery. Thus, the continuation of habitat monitoring across the entire geographic range of the species using the procedures described here will be crucial in assessing the effects of conservation policies over the long run. Given proper modifications, the procedures developed for panda habitat in Wolong may also be useful for assessing the habitat conditions of many other endangered species around the world. Results from these analyses would be helpful in proposing conservation strategies for endangered species using a more holistic conservation practice targeting entire geographic ranges. Example strategies include land-use zones, establishment of new nature reserves and corridors, and extensions to current reserves Summary To demonstrate the utility of methods developed at local scales in the analyses at regional scales, we applied novel panda habitat models, developed for our model system of Wolong Nature Reserve, to the entire geographic range of giant pandas that spans six mountain regions in three provinces of China (Gansu, Shaanxi, and Sichuan). Our analyses indicated that the quantity and quality of panda habitat vary greatly across the geographic range. While forests occupy about one-third of the range, only ~17% constitutes suitable habitat for the pandas because many forests lack suitable understory bamboo. A conspicuous increase in forest cover was observed during the first decade of the twenty-first century, in part due to national conservation policy implementation. But this forest recovery has not fully translated into a widespread panda habitat recovery. The upscaling procedures allowed for assessment of the connectivity of suitable habitat and identification of areas that require further conservation actions. We found that only ~40% of the suitable habitat was located inside the 63 existing nature reserves, as of Our approach showed that current nature reserves need to be expanded and to be better connected through creating dispersal corridors. Upscaling can also help promote the conservation of other species, because panda habitat comprises several types of forest ecosystems that are home to thousands of other animal and plant species. Finally, with proper modifications, the procedures developed in Wolong will also be useful for assessing the spatiotemporal habitat dynamics of numerous species in many other parts of the world. References An, L., Linderman, M., Qi, J., et al. (2005) Exploring complexity in a human-environment system: an agent-based spatial model for multidisciplinary and multiscale integration. Annals of the Association of American Geographers, 95, An, L. and Liu, J. (2010) Long-term effects of family planning and other determinants of fertility on population and environment: agent-based modeling evidence from Wolong Nature Reserve, China. Population and Environment, 31, An, L., Lupi, F., Liu, J., et al. (2002) Modeling the choice to switch from fuelwood to electricity: implications for giant panda habitat conservation. Ecological Economics, 42, An, L., Mertig, A.G., and Liu, J. (2003) Adolescents leaving parental home: psychosocial correlates and implications for conservation. Population and Environment, 24, An, L., Zvoleff, A., Liu, J., and Axinn, W. (2014) Agentbased modeling in coupled human and natural systems (CHANS): lessons from a comparative analysis. Annals of the Association of American Geographers, 104, Bearer, S., Linderman, M., Huang, J., et al. (2008) Effects of fuelwood collection and timber harvesting on giant panda habitat use. Biological Conservation, 141, Berry, P.A.M., Garlick, J.D., and Smith, R.G. (2007) Nearglobal validation of the SRTM DEM using satellite radar altimetry. Remote Sensing of Environment, 106,

4 200 PANDAS AND PEOPLE Chen, X., Lupi, F., An, L., et al. (2011) Agent-based modeling of the effects of social norms on enrollment in payments for ecosystem services. Ecological Modelling, 229, Chen, X., Lupi, F., He, G., et al. (2009) Factors affecting land reconversion plans following a payment for ecosystem service program. Biological Conservation, 142, Chen, X., Lupi, F., Viña, A., et al. (2010) Using cost- effective targeting to enhance the efficiency of conservation investments in payments for ecosystem services. Conservation Biology, 24, Crooks, K.R. and Sanjayan, M.A. (2006) Connectivity Conservation. Cambridge University Press, Cambridge, UK. Damschen, E.I., Haddad, N.M., Orrock, J.L., et al. (2006) Corridors increase plant species richness at large scales. Science, 313, Gitelson, A.A. (2004) Wide dynamic range vegetation index for remote quantification of biophysical characteristics of vegetation. Journal of Plant Physiology, 161, Hanley, J.A. and McNeil, B.J. 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5 Applying Methods from Local to Regional Scales 201 McGarigal, K., Cushman, S., Neel, M., and Ene, E. (2002) FRAGSTATS Version 3: spatial pattern analysis program for categorical maps. fragstats/fragstats.html, Amherst, Massachusetts. McRae, B.H., Hall, S.A., Beier, P., and Theobald, D.M. (2012) Where to restore ecological connectivity? Detecting barriers and quantifying restoration benefits. PLoS ONE, 7, e Minor, E.S. and Lookingbill, T.R. (2010) A multiscale network analysis of protected-area connectivity for mammals in the United States. Conservation Biology, 24, Myers, N., Mittermeier, R.A., Mittermeier, C.G., et al. (2000) Biodiversity hotspots for conservation priorities. Nature, 403, NASA Socioeconomic Data and Applications Center (2011) Global Rural-Urban Mapping Project, Version 1 (GRUMPv1): population count grid. columbia.edu/theme/population. Neel, M.C., McGarigal, K., and Cushman, S.A. (2004) Behavior of class-level landscape metrics across gradients of class aggregation and area. Landscape Ecology, 19, Noss, R.F. (2007) Focal species for determining connectivity requirements in conservation planning. In D.B. Lindenmayer and R.J. Hobbs, eds, Managing and Designing Landscapes for Conservation: moving from perspectives to principles, pp Blackwell Publishing, Ltd., Oxford, UK. Pan, W., Lü, Z., Wang, D., and Wang, H. (2001) A Lasting Chance for Survival. Peking University Press, Beijing, China (in Chinese). Phillips, S.J., Anderson, R.P., and Schapire, R.E. (2006) Maximum entropy modeling of species geographic distributions. Ecological Modelling, 190, Provincial Bureau of Statistics (2001) Sichuan, Shaanxi, and Gansu Statistical Yearbooks (in Chinese). Reid, D.G. and Gong, J. (1999) Giant panda conservation action plan. In C. Servheen, S. Herrero and B. Peyton, eds, Bears Status Survey and Conservation Action Plan, pp IUCN/SSC Bear and Polar Bear Specialist Groups, Gland, Switzerland. Reid, D.G. and Hu, J. (1991) Giant panda selection between Bashania fangiana bamboo habitats in Wolong Reserve, Sichuan, China. Journal of Applied Ecology, 28, Reid, D.G., Hu, J., Sai, D., et al. (1989) Giant panda Ailuropoda melanoleuca behavior and carrying-capacity following a bamboo die-off. Biological Conservation, 49, Ricketts, T.H. (2001) The matrix matters: effective isolation in fragmented landscapes. American Naturalist, 158, Sanderson, E.W., Redford, K.H., Chetkiewicz, C.L.B., et al. (2002) Planning to save a species: the jaguar as a model. Conservation Biology, 16, Schaller, G.B., Hu, J., Pan, W., and Zhu, J. (1985) The Giant Pandas of Wolong. University of Chicago Press, Chicago, IL. Spring, D., Baum, J., MacNally, R., et al. (2010) Building a regionally connected reserve network in a changing and uncertain world. Conservation Biology, 24, State Council Information Office of China (2015) Press Conference on the Fourth National Panda Survey Results. (in Chinese). State Forestry Administration (2006) Report of the Third National Giant Panda Census. Science Publishing House, Beijing, China (in Chinese). Taylor, A.H. and Qin, Z. (1993) Bamboo regeneration after flowering in the Wolong Giant Panda Reserve, China. Biological Conservation, 63, Taylor, P.D., Fahrig, L., Henein, K., and Merriam, G. (1993) Connectivity is a vital element of landscape structure. Oikos, 68, Thorbjarnarson, J., Mazzotti, F., Sanderson, E., et al. (2006) Regional habitat conservation priorities for the American crocodile. Biological Conservation, 128, Tuanmu, M.N., Viña, A., Bearer, S., et al. (2010) Mapping understory vegetation using phenological characteristics derived from remotely sensed data. Remote Sensing of Environment, 114, Tuanmu, M.N., Viña, A., Roloff, G.J., et al. (2011) Temporal transferability of wildlife habitat models: implications for habitat monitoring. Journal of Biogeography, 38, Viña, A., Bearer, S., Chen, X., et al. (2007) Temporal changes in giant panda habitat connectivity across boundaries of Wolong Nature Reserve, China. Ecological Applications, 17, Viña, A., Bearer, S., Zhang, H., et al. (2008) Evaluating MODIS data for mapping wildlife habitat distribution. Remote Sensing of Environment, 112, Viña, A., Chen, X.D., McConnell, W.J., et al. (2011) Effects of natural disasters on conservation policies: the case of the 2008 Wenchuan Earthquake, China. Ambio, 40, Viña, A. and Gitelson, A.A. (2005) New developments in the remote estimation of the fraction of absorbed photosynthetically active radiation in crops. Geophysical Research Letters, 32, L Viña, A., Henebry, G.M., and Gitelson, A.A. (2004) Satellite monitoring of vegetation dynamics: sensitivity enhancement by the wide dynamic range vegetation index. Geophysical Research Letters, 31, L04503.

6 202 PANDAS AND PEOPLE Viña, A., Tuanmu, M.-N., Xu, W., et al. (2010) Range-wide analysis of wildlife habitat: implications for conservation. Biological Conservation, 143, Xu, W., Ouyang, Z., Viña, A., et al. (2006) Designing a conservation plan for protecting the habitat for giant pandas in the Qionglai mountain range, China. Diversity and Distributions, 12, Xu, W., Viña, A., Qi, Z., et al. (2014) Evaluating conservation effectiveness of nature reserves established for surrogate species: case of a giant panda nature reserve in the Qinling Mountains, China. Chinese Geographical Science, 24, Yang, W., Liu, W., Viña, A., et al. (2013) Performance and prospects of payments for ecosystem services programs: evidence from China. Journal of Environmental Management, 127, Yin, K., Xie, Y., and Wu, N. (2006) Corridor connecting giant panda habitats from north to south in the Min Mountains, Sichuan, China. Integrative Zoology, 1,

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