Abstract
This study examines landscape changes in the context of China’s national Grain for Green (GFG) policy, one of the world’s largest “payment for environmental/ecosystem services” (PES) programs. We explored landscape structures and dynamics between 2000 and 2010 in Shaanxi Province, the Chinese province with the greatest amount of cropland conversion and reforestation in recent decades. We used Landsat Thematic Mapper (TM)-derived data and landscape metrics for six land cover classes to determine (1) the major land cover changes during enforcement of the policy, (2) the spatial and temporal variations in these changes, and (3) the effects of land cover changes on landscape structure and dynamics. The results suggested that provincial-level land cover changes modestly reflected the goals of the GFG. Over the 10-year study period, the forest and grassland coverages expanded from 95,737.9 to 97,017.4 km2 and from 37,235.9 to 40,613.1 km2, respectively, while the cropland coverage decreased from 59,222.8 to 54,007.6 km2. The conversion direction differed regionally: the targeted croplands in Shanbei, namely, types III and IV, were mainly transformed into grassland while those in Shannan were mainly transformed into forestland. Reforestation was associated with increased inter-landscape aggregation and connection. Despite this large-scale reforestation trend, we found notable and significant differences in the land cover changes at the subprovincial level.
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Aide, T. M., Clark, M. L., Grau, H. R., & Carr, D. L. (2013). Deforestation and reforestation of Latin America and the Caribbean (2001-2010). Biotropica, 45(2), 262–271. doi:10.1111/j.1744-7429.2012.00908.x.
Alo, C. A., & Pontius, R. G., Jr. (2008). Identifying systematic land-cover transitions using remote sensing and GIS: the fate of forest inside and outside protects areas of Southwestern Ghana. Environment and Planning B: Planning and Design, 35(2), 280–295. doi:10.1068/b32091.
Anderson, J. R., Hardy, E. E., Roach, J. T., & Witmer, W. E. (1976). A land use and land cover classification system for use with remote sensing data. Reston, Virginia’ U.S. Geological Survey, USGS professional paper, 964, 138-145. http://docs.lib.purdue.edu/lars_symp/2.
Bauer, M. E., Burk, T. E., Ek, A. R., Coppin, P. R., Lime, S. D., & Walters, D. K. (1994). Satellite inventory of Minnesota forests resources. Photogrammetric Engineering and Remote Sensing, 60(3), 287-298. http://www.unc.edu/courses/2008spring/geog/577/001/www/BauerBurkEk1994.pdf.
Bremmer, L. L., Farley, K. A., Carr, D. L., & Romero, J. (2014). Conservation and livelihood outcomes of payment for ecosystem services in the Ecuadorian Andes: what is the potential for ‘Win-Win’? Ecosystem Services, 8, 148–165. doi:10.1016/j.ecoser.2014.03.007.
Cao, S. X., Chen, L., Song, Y. Z., & Wang, X. Q. (2010). Impact of the natural forest conservation program on the livelihood of local residents in Northwestern China. Ecological Economics, 69(7), 1454–1462. doi:10.1016/j.ecolecon.2009.04.022.
Carr, D. L. (2006). A tale of two roads: land tenure, poverty, and politics on the Guatemalan frontier. Geoforum, 37, 94–103. doi:10.1016/j.geoforum.2005.02.007.
Carr, D. L., Lopez, A. C., & Bilsborrow, R. E. (2009). The population, agriculture, and environment nexus in Latin America: country-level evidence from the latter half of the 20th century. Population and Environment, 30, 222–246. doi:10.1007/s11111-009-0090-4.
Chávez, P. (1996). Image-based atmospheric corrections. Photogrammetric Engineering and Remote Sensing, 62, 1025-1036. http://www2.fct.unesp.br/docentes/carto/enner/PPGCC/Comportamento%20Espectral%20de%20Alvos/Artigos%20para%20ler /%28Leitura%20opcional%29%20Chaves_1996_asprs_DOS_atm_corr.pdf.
Erickson, D. L. (1995). Rural land use and land cover change: implications for local planning in the River Raisin watershed. Land Use Policy, 12(3), 223–236. doi:10.1016/0264-8377(95)00005-X.
Gao, J., Liu, Y. S., & Chen, Y. F. (2006). Land cover changes during agrarian restructuring in Northeast China. Applied Geography, 26, 312–322. doi:10.1016/j.apgeog.2006.09.001.
GFG Office of the State Forestry Administration of China (2003) Guidance and implementation of the Grain for Green’ (GFG) program. http://www.gov.cn/gongbao/content/2003/content_62531.htm. (in Chinese)
GFG Office of the State Forestry Administration of China. (2007). The total return area of cropland 364 million Mu by 2006 in China. Sichuan Forestry Exploration and Design, 3, 58. http://lib.cqvip.com/qk/91110A/200703/1000099606.html. (in Chinese)
Huang, J. L., Pontius, R. G., Jr., Li, Q. S., & Zhang, Y. J. (2012). Use of intensity analysis to link patterns with processes of land change from 1986 to 2007 in a coastal watershed of southeast China. Applied Geography, 34, 371–384. doi:10.1016/j.apgeog.2012.01.001.
Ke, Y. F., & Zhao, T. Z. (2008). Empirical analysis on actors influencing on peasant households’ willingness of participation in conversion of cultivated land to forest land program. China Land Science, 22, 27–33. doi:10.3969/j.issn.1001-8158.2008.07.005 (in Chinese with English abstract).
Krausmann, F., Haberl, H., Schulz, N. B., Erb, K. H., Darge, E., & Gaube, V. (2003). Land-use change and socio-economic metabolism in Austria—part I: driving forces of land-use change: 1950–1995. Land Use Policy, 20, 1–20. doi:10.1016/S0264-8377(02)00048-0.
Kuang, W. H. (2011). Analysis of land use and coverage change and its driving mechanisms in Shaanxi Province: Intgrating remotely sensed information and the scientific literature. Resources Science, 33(8), 1621-1629. http://159.226.115.21/zykx/EN/. (In Chinese with English abstract)
Manandhar, R., Odeh, I. O. A., & Pontius, R. G., Jr. (2010). Analysis of twenty years of categorical land transitions in the Lower Hunter of New South Wales, Australia. Agriculture, Ecosystems and Environment, 135, 336–346. doi:10.1016/j.agee.2009.10.016.
McGarigal, K., SA Cushman, and E Ene. (2012). FRAGSTATS v4: Spatial Pattern Analysis Program for Categorical and Continuous Maps. Computer software program produced by the authors at the University of Massachusetts, Amherst. http://www.umass.edu/landeco/research/fragstats/fragstats.html.
Meng, Q. S. (2006). Analysis and adjusting of policy of Grain for Green in China. Issues of Forestry Economics, 26(1), 30–34. doi:10.3969/j.issn.1005-9709.2006.01.008 (in Chinese with English abstract).
Muñoz, L. E. V., & Lopez, J. B. (2008). Land use/cover changes using Landsat TM/ETM images in a tropical and biodiverse mountainous area of central-eastern Mexico. International Journal of Remote Sensing, 29(1), 71–93. doi:10.1080/01431160701280967.
Nagendra, H., Munroe, D. K, & Southworth. J. (2004). From pattern to process: landscape fragmentation and the analysis of land use/land cover change, 101(2-3), 111–115. doi: 10.1016/j.agee.2003.09.003.
Nigatu, W., Øystein, B. D., & Havard, T. (2014). GIS based mapping of land cover changes utilizing multi-temporal remotely sensed image data in Lake Hawassa Watershed, Ethiopia. Environmental Monitoring and Assessment, 186(3), 1765–1780. doi:10.1007/s10661-013-3491-x.
Pontius, R. G., Jr., Shusas, E., & McEachern, M. (2004). Detecting important categorical land changes while accounting for persistence. Agriculture, Ecosystems & Environment, 101(2-3), 251–268. doi:10.1016/j.agee.2003.09.008.
Puyravaud, J. (2003). Standardizing the calculation of the annual rate of deforestation. Forest Ecology and Management, 177(1-3), 593–596. doi:10.1016/S0378-1127(02)00335-3.
Rawski, T. G., & Xiao, W. (2001). Roundtable on Chinese economic statistics: introduction. China Economic Review, 12(4), 298–302. doi:10.1016/S1043-951X(01)00074-8.
Romero-Ruiz, M. H., Flantua, S. G. A., & Tansey, K. (2012). Landscape transformations in savannas of northern South America: land use/cover changes since 1987 in the Llanos Orientales of Colombia. Applied Geography, 32(2), 766–776. doi:10.1016/j.apgeog.2011.08.010.
Sanchez-Azofeifa, G. A., Pfaff, A., Robalino, J. A., & Boomhower, J. P. (2007). Costa Rica’s payment for environmental services program: intention, implementation, and impact. Conservation Biology, 21(5), 1165–1173. doi:10.1111/j.1523-1739.2007.00751.x.
Seto, K. C., Woodcock, C. E., Song, C., & Huang, X. (2002). Monitoring land-use change in the Pearl River Delta using Landsat TM. International Journal of Remote Sensing, 23, 1985–2004. doi:10.1080/01431160110075532.
Shen, J. X., & Wang, X. H. (2013). Spatial-temporal changes in ecological risk of land use before and after Grain-for-Green Policy in Zhengning County, Gansu Province. Journal of Resources and Ecology, 4(1), 36–44. doi:10.5814/j.issn.1674-764x.2013.01.005.
Sleeter, B. M., Wilson, T. S., Soulard, C. E., & Liu, J. X. (2011). Estimation of late twentieth century land-cover change in California. Environmental Monitoring and Assessment, 173(1), 251–266. doi:10.1007/s10661-010-1385-8.
Southworth, J., Nagendra, H., & Tucker, C. (2010). Fragmentation of a landscape: incorporating landscape metrics into satellite analyses of land-cover change. Landscape Research, 27(3), 253–269. doi:10.1080/01426390220149511.
Statistics Bureau of Shaanxi Province. (2011). Statistics of yearbook of Shaanxi Province in 2010. Beijing: China Statistics Press. http://www.shaanxitj.gov.cn/upload/2011/indexch.htm. (in Chinese)
Swallow, B. M., Leimona, B., Yatich, T., & Velarde, S. J. (2010) The conditions for functional mechanisms of compensation and rewards for environmental services. Ecology and Society, 15(4), 6. http://www.ecologyandsociety.org/vol15/iss4/art6/.
Tacconi, L. (2012). Redefining payments for environmental services. Ecological Economics, 73(15), 29–36. doi:10.1016/j.ecolecon.2011.09.028.
Teillet, P. M., Guindon, B., & Goodeonugh, D. G. (1982). On the slope-aspect correction of multi-spectral scanner data. Canadian Journal of Remote Sensing, 8, 84–106. doi:10.1080/07038992.1982.10855028.
The Chinese Ministry of Civil Affairs. (1993). Northwest China of Encyclopaedia of Chinese Counties. Beijing: China Social Press. http://baike.baidu.com/view/11145461.htm. (in Chinese)
Thompson, J. A., Bell, J. C., & Butler, C. A. (2001). Digital elevation model resolution: effects on terrain attribute calculation and quantitative soil-landscape modeling. Geoderma, 100, 67–89. doi:10.1016/S0016-7061(00)00081-1.
Tsegaye, D., Moe, S. R., Vedeld, P., & Aynekulu, E. (2010). Land-use/cover dynamics in northern Afar rangelands, Ethiopia. Agriculture, Ecosystems and Environment, 139, 174–180. doi:10.1016/j.agee.2010.07.017.
Wang, S. X., & Wang, S. (2013). Land use/land cover change and their effects on landscape patterns in the Yanqi Basin, Xinjiang (China). Environment Monitor Assessment, 185(12), 9729–9742. doi:10.1007/s10661-013-3286-0.
World Bank. (2001). China air, land, and water: environmental priorities for a new millenium. Washington, D.C., World Bank. http://siteresources.worldbank.org/INTEAPREGTOPENVIRONMENT/Resources/china-environment1.pdf.
Wu, W. Q., & Cao, M. M. (2008). Study on the landuse change of Xi’an City during accelerated urbanization. Bulletin of soil and water conservation, 28(4), 129-132. http://stbctb.alljournal.com.cn/ch/reader/view_abstract.aspx?file_no20080427 &flag=1. (in Chinese with English abstract)
Xu, J. T., Tao, R., & Xu, Z. G. (2004). Sloping land conversion program: cost-effectiveness, structural effect and economic sustainability. China economic quarterly, 4(1), 139-162. http://www.usc.cuhk.edu.hk/PaperCollection/Details.aspx?id=3047. (in Chinese with English abstract)
Yin, H. (2010). The study of implementation and development strategy the conversion of cropland to forest in Shaanxi Province. Norhtwest A&F University. http://www.qianluntianxia.com/lunwen/487/835781.html. (in Chinese with English abstract)
Yuan, F., Bauer, M. E., Heinert, N. J., & Holden, G. (2005). Multi-level land cover mapping of the Twin Cities (Minnesota) metropolitan area with multi-seasonal Landsat TM/ETM+ data. Geocarto International, 20(2), 5–14. doi:10.1080/10106040508542340.
Zha, Y., Liu, Y. S., & Deng, X. Z. (2008). A landscape approach to quantifying land cover changes in Yulin, Northwest China. Environmental Monitoring and Assessment, 138, 139–147. doi:10.1007/s10661-007-9751-x.
Zhang, H. L., Xie, X. P., & Wu, H. G. (2006). Analyzing land use changes and its driving forces in Xi’An region during the past 25 years. Resource Science, 28, 71-77. http://www.resci.cn/ch/reader/view_abstract.aspx?file_no=20060411&flag=1. (in Chinese with English abstract)
Zhang, W. H., & Montgomery, D. R. (1994). Digital elevation model grid size, landscape representation, and hydrologic simulations. Water Resources Research, 30(4), 1019–1028. doi:10.1029/93WR03553.
Zhou, D. C., Zhao, S. Q., & Zhu, C. (2011). Impacts of the sloping land conversion program on the land use/cover change in the loess plateau: a case study in Ansai County of Shaanxi Province, China. Journal of Natural Resources, 26, 1866–1878. doi:10.11849/zrzyxb.2011.11.006. in Chinese with English abstract.
Zhou, D. C., Zhao, S. Q., & Zhu, C. (2012). The impact of the Grain for Green Project on the land use/cover change in the northern farming-pastoral Ecotone, China—a case study of Kezuohouqi County. Scientia Geographica Sinica, 32, 442–449. doi:10.13249/j.cnki.sgs.2012.04.007. in Chinese with English abstract.
Zhou, H. J., Rompaey, A. V., & Wang, J. A. I. (2009). Detecting the impact of the “Grain for Green” program on the mean annual vegetation cover in the Shaanxi province, China using SPOT-VGT NDVI data. Land Use Policy, 26, 954–960. doi:10.1016/j.landusepol.2008.11.006.
Acknowledgments
This work was supported in part by the National Natural Science Foundation of China (Grant Nos. 41271103 and 40901093) and by the Ministry of Education of Humanities and Social Science Project of China (Grant No. 10YJC790017).
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The sample numbers of the different land use types used to assess the accuracy for 548 Shaanxi Province (DOC 30 kb)
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The equations and a brief explanation of the meaning of each metric at the landscape 550 and class levels. (DOC 30 kb)
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Chen, H., Marter-Kenyon, J., López-Carr, D. et al. Land cover and landscape changes in Shaanxi Province during China’s Grain for Green Program (2000–2010). Environ Monit Assess 187, 644 (2015). https://doi.org/10.1007/s10661-015-4881-z
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DOI: https://doi.org/10.1007/s10661-015-4881-z