Effects of Conservation Policies on Forest Cover Change in Giant Panda Habitat Regions, China.

After long periods of deforestation, forest transition has occurred globally, but the causes of forest transition in different countries are highly variable. Conservation policies may play important roles in facilitating forest transition around the world, including China. To restore forests and protect the remaining natural forests, the Chinese government initiated two nationwide conservation policies in the late 1990s -- the Natural Forest Conservation Program (NFCP) and the Grain-To-Green Program (GTGP). While some studies have discussed the environmental and socioeconomic effects of each of these policies independently and others have attributed forest recovery to both policies without rigorous and quantitative analysis, it is necessary to rigorously quantify the outcomes of these two conservation policies simultaneously because the two policies have been implemented at the same time. To fill the knowledge gap, this study quantitatively evaluated the effects of the two conservation policies on forest cover change between 2001 and 2008 in 108 townships located in two important giant panda habitat regions -- the Qinling Mountains region in Shaanxi Province and the Sichuan Giant Panda Sanctuary in Sichuan Province. Forest cover change was evaluated using a land-cover product (MCD12Q1) derived from the Moderate Resolution Imaging Spectroradiometer (MODIS). This product proved to be highly accurate in the study region (overall accuracy was ca. 87%, using 425 ground truth points collected in the field), thus suitable for the forest change analysis performed. Results showed that within the timeframe evaluated, most townships in both regions exhibited either increases or no changes in forest cover. After accounting for a variety of socioeconomic and biophysical attributes, an Ordinary Least Square (OLS) regression model suggests that the two policies had statistically significant positive effects on forest cover change after seven years of implementation, while population density, percent agricultural population, road density, and initial forest cover (i.e. in 2001) had significant negative effects. The methods and results from this study will be useful for continuing the implementation of these conservation policies, for the development of future giant panda habitat conservation projects, and for achieving forest sustainability in China and elsewhere.

[1]  Xin Li,et al.  Evaluation of four remote sensing based land cover products over China , 2010 .

[2]  J. R. Rush,et al.  The Last Tree: Reclaiming the Environment in Tropical Asia. , 1992, The Journal of Asian Studies.

[3]  T. Rudel Is There a Forest Transition? Deforestation, Reforestation, and Development1 , 1998 .

[4]  Jianguo Liu,et al.  Ecological and socioeconomic effects of China's policies for ecosystem services , 2008, Proceedings of the National Academy of Sciences.

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

[6]  A. Mather,et al.  From floods to reforestation: the forest transition in Switzerland. , 2000 .

[7]  Jianguo Liu,et al.  Adolescents Leaving Parental Home: Psychosocial Correlates and Implications for Conservation , 2003 .

[8]  C. J. Trac Climbing without the Energy Ladder: Limitations of Rural Energy Development for Forest Conservation , 2011 .

[9]  Stephen G. Perz,et al.  Secondary forest expansion in the Brazilian Amazon and the refinement of forest transition theory , 2003 .

[10]  D. Carr Forest Clearing Among Farm Households in the Maya Biosphere Reserve , 2005 .

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

[12]  Sean C. Thomas,et al.  Tropical Forests , 2002 .

[13]  Li An,et al.  Agent-based modeling of the effects of social norms on enrollment in payments for ecosystem services. , 2012, Ecological modelling.

[14]  S. Jha,et al.  Population Growth, Human Development, and Deforestation in Biodiversity Hotspots , 2006, Conservation biology : the journal of the Society for Conservation Biology.

[15]  Andrew K. Jorgenson,et al.  Effects of Rural and Urban Population Dynamics and National Development on Deforestation in Less-Developed Countries, 1990-2000* , 2007 .

[16]  Richard A. Houghton,et al.  Tropical deforestation and atmospheric carbon dioxide , 1991 .

[17]  D. Carr Migration to the Maya Biosphere Reserve, Guatemala: Why place matters. , 2008, Human organization.

[18]  John Fraser Hart,et al.  LAND USE CHANGE IN A PIEDMONT COUNTY , 1980 .

[19]  Ryosuke Shibasaki,et al.  Validation and comparison of 1 km global land cover products in China , 2008 .

[20]  Guangyu Wang,et al.  China's Forestry Reforms , 2007, Science.

[21]  P. J. Parks,et al.  Program Enrollment and Acreage Response to Reforestation Cost-Sharing Programs , 1996 .

[22]  G. Wannitikul DEFORESTATION IN NORTHEAST THAILAND, 1975–91: RESULTS OF A GENERAL STATISTICAL MODEL , 2005 .

[23]  David R. Foster,et al.  Land-Use History as Long-Term Broad-Scale Disturbance: Regional Forest Dynamics in Central New England , 1998, Ecosystems.

[24]  Lawrence A. Brown,et al.  The causes of tropical deforestation in Ecuador: A statistical analysis , 1991 .

[25]  B. Fu,et al.  Sustainability Evaluation of the Grain for Green Project: From Local People’s Responses to Ecological Effectiveness in Wolong Nature Reserve , 2007, Environmental management.

[26]  P. Ferraro,et al.  Ecology. Direct payments to conserve biodiversity. , 2002, Science.

[27]  Shunji Murai,et al.  Modelling for prediction of global deforestation based on the growth of human population , 1999 .

[28]  I. Henson,et al.  AN ASSESSMENT OF CHANGES IN BIOMASS CARBON STOCKS IN TREE CROPS AND FORESTS IN MALAYSIA , 2005 .

[29]  S. Rozelle,et al.  Conservation Payments, Liquidity Constraints, and Off‐Farm Labor: Impact of the Grain‐For‐Green Program on Rural Households in China , 2008 .

[30]  K. Frank,et al.  Drivers and Socioeconomic Impacts of Tourism Participation in Protected Areas , 2012, PloS one.

[31]  K. Farley,et al.  Grasslands to Tree Plantations: Forest Transition in the Andes of Ecuador , 2007 .

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

[33]  Jianguo Liu,et al.  Distribution of Economic Benefits from Ecotourism: A Case Study of Wolong Nature Reserve for Giant Pandas in China , 2008, Environmental management.

[34]  L. Anselin Spatial Econometrics: Methods and Models , 1988 .

[35]  Chen Guo-jie,et al.  Impacts of the “Grain for Green” Project on Rural Communities in the Upper Min River Basin, Sichuan, China , 2003 .

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

[37]  Wenjun Li,et al.  Ecotourism Management in China's Nature Reserves , 2001 .

[38]  J. LeSage Introduction to spatial econometrics , 2009 .

[39]  S. Milne,et al.  Direct payments for biodiversity conservation in developing countries: practical insights for design and implementation , 2009, Oryx.

[40]  Economic Growth and the Rise of Forests , 2003 .

[41]  Kevin J. Gaston,et al.  Balancing the Earth's accounts , 1999, Nature.

[42]  J. Royer Determinants of Reforestation Behavior Among Southern Landowners , 1987 .

[43]  T. Hinckley,et al.  Reforestation programs in Southwest China: Reported success, observed failure, and the reasons why , 2007 .

[44]  Fredrich Kahrl,et al.  Local impacts and responses to regional forest conservation and rehabilitation programs in China's northwest Yunnan province , 2005 .

[45]  M. Uriarte,et al.  Forest transitions: An introduction , 2010 .

[46]  N. Myers,et al.  The World's Forests and Human Populations: The Environmental Interconnections , 1990 .

[47]  G. Cheng,et al.  Social, economic, and ecological impacts of the "Grain for Green" project in China: a preliminary case in Zhangye, Northwest China. , 2007, Journal of environmental management.

[48]  L. Ferreira,et al.  Deforestation Hotspots in the Brazilian Amazon: Evidence and Causes as Assessed from Remote Sensing and Census Data , 2007 .

[49]  Eric F. Lambin,et al.  What drives tropical deforestation?: a meta-analysis of proximate and underlying causes of deforestation based on subnational case study evidence , 2001 .

[50]  Kamaljit S. Bawa,et al.  Socioeconomic factors and tropical deforestation , 1997, Nature.

[51]  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.

[52]  R. Whitcomb,et al.  Forest Island Dynamics in Man-Dominated Landscapes , 1981 .

[53]  W. Laurance The Need to Cut China's Illegal Timber Imports , 2008, Science.

[54]  G. Shao,et al.  China's Forest Policy for the 21st Century , 2000, Science.

[55]  A. Mather,et al.  From resource crisis to sustainability: the forest transition in Denmark , 1998 .

[56]  E. Barbier,et al.  The forest transition: Towards a more comprehensive theoretical framework☆ , 2010 .

[57]  Z. Ji,et al.  The costs and benefits of reforestation in Liping County, Guizhou Province, China. , 2007, Journal of environmental management.

[58]  A. Mather,et al.  Recent Asian Forest Transitions in Relation to Forest-Transition Theory , 2007 .

[59]  Eric F. Lambin,et al.  Forest transitions: towards a global understanding of land use change , 2005 .

[60]  A. Barbieri,et al.  Population Dynamics and Tropical Deforestation: State of the Debate and Conceptual Challenges , 2005, Population and environment.

[61]  Rinku Roy Chowdhury,et al.  Driving forces of tropical deforestation: The role of remote sensing and spatial models , 2006 .

[62]  T. Rudel,et al.  A re-emerging Atlantic forest? Urbanization, industrialization and the forest transition in Santa Catarina, southern Brazil , 2006, Environmental Conservation.

[63]  Stephen G. Perz Grand Theory and Context-Specificity in the Study of Forest Dynamics: Forest Transition Theory and Other Directions , 2007 .

[64]  Michael Williams,et al.  Deforestation: past and present , 1989 .

[65]  M. Mikesell Deforestation in Northern Morocco. , 1960, Science.

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

[67]  Wenjun Li Environmental management indicators for ecotourism in China's nature reserves: A case study in Tianmushan Nature Reserve , 2004 .

[68]  D. Kaimowitz Factors determining low deforestation: the Bolivian Amazon. , 1997 .

[69]  Doug Barnes,et al.  The Causes of Deforestation in Developing Countries , 1985 .

[70]  N. Christensen,et al.  China's Road to Sustainability: Energy Policies and the Dynamics of State Capitalism , 2015 .

[71]  B. Fu,et al.  Farmer's attitudes towards the Grain-for-Green programme in the Loess hilly area, China: A case study in two small catchments , 2006 .

[72]  J. Hart LOSS AND ABANDONMENT OF CLEARED FARM LAND IN THE EASTERN UNITED STATES1 , 1968 .

[73]  Richard H. Moss,et al.  Relating land use and global land-cover change , 1993 .

[74]  J. Diamond,et al.  China's environment in a globalizing world , 2005, Nature.

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

[76]  Jintao Xu,et al.  Sloping Land Conversion Program:Cost-effectiveness,Structural Effect and Economic Sustainability , 2004 .

[77]  Eric F. Lambin,et al.  Forest transition in Vietnam and displacement of deforestation abroad , 2009, Proceedings of the National Academy of Sciences.

[78]  Qi Feng,et al.  Impacts of the Natural Forest Conservation Program on the livelihoods of residents of Northwestern China: Perceptions of residents affected by the program , 2010 .

[79]  D. Carr,et al.  Proximate Population Factors and Deforestation in Tropical Agricultural Frontiers , 2003, Population and environment.

[80]  Richard E. Bilsborrow,et al.  The use of a multilevel statistical model to analyze factors influencing land use: a study of the Ecuadorian Amazon , 2005 .

[81]  A. Roth,et al.  The shuttle radar topography mission—a new class of digital elevation models acquired by spaceborne radar , 2003 .

[82]  A. Mather,et al.  The course and drivers of the forest transition: The case of France , 1999 .

[83]  Paul J. Ferraro,et al.  The Cost-Effectiveness of Conservation Payments , 2002, Land Economics.

[84]  William B. Meyer,et al.  HUMAN POPULATION GROWTH AND GLOBAL LAND-USE/COVER CHANGE , 1992 .

[85]  A. Mather,et al.  The forest transition: a theoretical basis , 1998 .

[86]  G. Powell,et al.  Terrestrial Ecoregions of the World: A New Map of Life on Earth , 2001 .

[87]  D. Klooster Forest Transitions in Mexico: Institutions and Forests in a Globalized Countryside , 2003, The Professional Geographer.

[88]  Eric F. Lambin,et al.  Impact of Macroeconomic Change on Deforestation in South Cameroon: Integration of Household Survey and Remotely-Sensed Data , 2000 .

[89]  E. Dinerstein,et al.  The Giant Pandas of the Qinling Mountains, China: a Case Study in Designing Conservation Landscapes for Elevational Migrants , 2003 .

[90]  Guangyu Wang,et al.  Ecology. China's forestry reforms. , 2007, Science.

[91]  Harini Nagendra,et al.  Evaluating Forest Management in Nepal: Views across Space and Time , 2005 .

[92]  K. Grainger The alternative approach. , 1991, Nursing.

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

[94]  Subhrendu K. Pattanayak,et al.  Money for Nothing? A Call for Empirical Evaluation of Biodiversity Conservation Investments , 2006, PLoS biology.

[95]  Zhiyun Ouyang,et al.  Protecting China's Biodiversity , 2003, Science.

[96]  E. Lambin,et al.  Land use transitions: Socio-ecological feedback versus socio-economic change , 2010 .

[97]  Andrew Warren,et al.  Land Use Policy , 1989 .

[98]  Hua Qin Rural-to-Urban Labor Migration, Household Livelihoods, and the Rural Environment in Chongqing Municipality, Southwest China , 2010, Human ecology: an interdisciplinary journal.

[99]  B. B. Walters Human ecological questions for tropical restoration: experiences from planting native upland trees and mangroves in the Philippines , 1997 .

[100]  R. Yin,et al.  Measuring the socioeconomic impacts of China's Natural Forest Protection Program , 2006, Environment and Development Economics.

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

[102]  E. Webb,et al.  Forest Cover Change, Physiography, Local Economy, and Institutions in a Mountain Watershed in Nepal , 2004, Environmental management.

[103]  A. Mather Forest transition theory and the reforesting of Scotland , 2004 .

[104]  Øystein B. Dick,et al.  The road to deforestation: An assessment of forest loss and its causes in Basho Valley, Northern Pakistan , 2005 .

[105]  Paul J. Ferraro,et al.  Direct Payments to Conserve Biodiversity , 2002, Science.

[106]  Ye Qi,et al.  China's New Forest Policy , 2000, Science.

[107]  P. Ferraro Global Habitat Protection: Limitations of Development Interventions and a Role for Conservation Performance Payments , 2001 .

[108]  S. Rozelle,et al.  Are the poor benefiting from China's land conservation program? , 2007, Environment and Development Economics.

[109]  Harini Nagendra,et al.  Drivers of reforestation in human-dominated forests , 2007, Proceedings of the National Academy of Sciences.

[110]  Kerry Krutilla,et al.  Periurban deforestation in developing countries , 1995 .

[111]  Katharine R. E. Sims,et al.  Designing payments for ecosystem services: Lessons from previous experience with incentive-based mechanisms , 2008, Proceedings of the National Academy of Sciences.

[112]  Xiaodong Chen,et al.  Linking social norms to efficient conservation investment in payments for ecosystem services , 2009, Proceedings of the National Academy of Sciences.

[113]  R Haeuber Development and deforestation: Indian forestry in perspective. , 1993, Journal Of Developing Areas.

[114]  D. Armenteras,et al.  Patterns and causes of deforestation in the Colombian Amazon , 2006 .