Abstract
This paper firstly investigated the land-use and land-cover change (LUCC) in the Hun-Taizi River watershed, Northeast China from 1988 to 2004 based on remotely sensed images and geographic information systems (GIS) technology. Then, using the famous land-use change model of Conversion of Land Use and its Effects at Small regional extent (CLUE-S), this paper simulated the land use changes under historical trend (HT), urban planning (UP) and ecological protection (EP) scenarios considering urban planning and ecological protection over the next 20 years. The simulated results under UP scenario in 2020 were compared with the planning map to assess the feasibility of using land-use change model to guide regional planning. Results show that forest land, dry farmland, paddy, and shrub land were the main land-use categories. Paddy and dry farmland being converted to urban area and rural settlement characterized the land-use change from 1988 to 2004. The main land-use categories changed over time. Landscape-pattern fragmentation will be worse under HT and UP scenarios, but better in EP scenario. The comparing results of simulated map with planning map in 2020 show that land-use change model is powerful tool to guide regional planning. Land-use scenarios can support regional planning and policy-making through analyzing future consequences scientifically.
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References
Brookes C J, 2001. A genetic algorithm for designing optimal patch configurations in GIS. International Journal of Geographical Information Science, 15(6): 539–559. doi: 10.1080/ 136588101316907227
Castella J C, Verburg P H, 2007. Combination of process-oriented and pattern oriented models of land-use change in a mountain area of Vietnam. Ecological Modelling, 202(3): 410–420. doi: 10.1016/j.ecolmodel.2006.11.011
Congalton R G, 1991. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37(1): 35–46. doi: 10.1016/0034-4257(91)90048-B
Costanza R, Ruth M, 1998. Using dynamic modeling to scope environmental problems and build consensus. Environmental Management, 22(2): 183–195. doi: 10.1007/s002679900095
Ehlers M, Jadkowski M A, Howard R R et al., 1990. Application of SPOT data for regional growth analysis and local planning. Photogrammetric Engineering and Remote Sensing, 56(2): 175–180.
Forman R T T, 1995. Land Mosaic: The Ecology of Landscape and Region. New York: Cambridge University Press.
Geist H J, Lambin E F, 2002. Proximate causes and underlying driving forces of tropical deforestation. Bioscience, 52(2): 43–50.
Harris P M, Ventura S J, 1995. The integration of geographic data with remotely sensed imagery to improve classification in an urban area. Photogrammetric Engineering and Remote Sensing, 61(8): 993–998.
Hietel E, Waldhardt R, Otte A, 2004. Analyzing land-cover changes in relation to environmental variables in Hesse, Germany. Landscape Ecology, 19(5): 473–489. doi: 10.1023/B: LAND.0000036138.82213.80
Koomen E, Stillwell J, 2007. Modelling land-use change. In: Koomen E et al. (eds.). Modeling Land-use Change: Progress and Applications. Dordrecht, Netherlands: Springer. doi: 10.1007/s00168-007-0155-1
Lambin E F, Turner B L, Geist H J et al., 2001. The causes of land-use and land-cover change: Moving beyond the myths. Global Environmental Change-Human and Policy Dimensions, 11(4): 261–269. doi: 10.1016/S0959-3780(01)00007-3
Leitäo A B, Miller J, Ahern J et al., 2006. Measuring Landscapes: A Planner’s Handbook. Washington DC: Island Press.
Lesschen J P, Kok K, Verburg P H et al., 2007. Identification of vulnerable areas for gully erosion under different scenarios of land abandonment in Southeast Spain. Catena, 71(1): 110–121.
Liaoning Statistical Bureau, 1988. 1988 Liaoning Statistical Yearbook. Beijing: China Statistics Press. (in Chinese)
Liaoning Statistical Bureau, 1997. 1997 Liaoning Statistical Yearbook. Beijing: China Statistics Press. (in Chinese)
Liaoning Statistical Bureau, 2004. 2004 Liaoning Statistical Yearbook. Beijing: China Statistics Press. (in Chinese)
Lin Y P, Hong N M, Wu P J et al., 2007. Modeling and assessing land-use and hydrological processes to future land-use and climate change scenarios in watershed land-use planning. Environmental Geology, 53(3): 623–634. doi: 10.1007/s00254-007-0677-y
Liu Miao, Hu YuanMan, Chang Yu et al., 2009. Analysis of temporal predicting abilities for the CLUE-S land use model. Acta Ecologica Sinica, 29(11): 6110–6119. (in Chinese).
Lovett G M, Jones C G, Turner M G et al., 2005. Ecosystem Function in Heterogeneous Landscapes. NewYork: Springer.
Lu Rucheng, Huang Xianjin, Zuo Tian-hui et al., 2009. Land use scenarios simulation based on CLUE-S and Markov Composite Model-A case study of Taihu Lake Rim in Jiangsu Province. Scientia Geographica Sinica, 29(4): 577–581. (in Chinese)
Mcgarigal K, Marks B J, 1995. Fragstats: Spatial pattern analysis program for quantifying landscape structure. Gen. Tech. Re PNW-GTR-351. U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portland, OR, USA.
Overmars K P, Verburg P H, Veldkamp T, 2007. Comparison of a deductive and an inductive approach to specify land suitability in a spatially explicit land use model. Land Use Policy, 24(3): 584–599.
Pontius J, 2000. Quantification error versus location error in comparison of categorical maps. Photogrammetric Engineering and Remote Sensing, 66(8): 1011–1016.
Treitz P M, Howard P, Gong P, 1992. Application of satellite and GIS technologies for land-cover and land-use mapping at the rural-urban fringe: A case study. Photogrammetric Engineering and Remote Sensing, 58(4): 439–448.
Turner M G, Gardner R H, O’Neill R V, 2001. Landscape Ecology in Theory and Practice: Pattern and Process. New York: Springer-Verlag.
Veldkamp A, Fresco L O, 1996a. CLUE: A conceptual model to study the conversion of land use and its effects. Ecological Modelling, 85(2): 253–270. doi: 10.1016/0304-3800(94)00151-0
Veldkamp A, Fresco L O, 1996b. CLUE-CR: An integrated multi-scale model to simulate land use change scenarios in Costa Rica. Ecological Modelling, 91(1): 231–248. doi: 10.1016/ 0304-3800(95)00158-1
Veldkamp A, Vogel C, Xu J C, 2001. The causes of land-use and land-cover change: Moving beyond the myths. Global Environmental Change, 11(4): 261–269. doi: 10.1016/S0959-3780 (01)00007-3
Verburg P H, Overmars K P, Huigen M G A et al., 2006. Analysis of the effects of land use change on protected areas in the Philippines. Applied Geography, 26(2): 153–173. doi: 10.1016/j. apgeog.2005.11.005
Verburg P H, Schot P, Dijst M et al., 2004. Land use change modelling: Current practice and research priorities. GeoJournal, 61(4): 309–324. doi: 10.1007/s10708-004-4946-y
Verburg P H, Soepboer W, Limpiada R et al., 2002. Land use change modelling at the regional scale: The CLUE-S model. Environmental Management, 30(3): 391–405. doi: 10.1007/s00267-002-2630-x
Verburg P H, Veldkamp A, 2004. Projecting land use transitions at forest fringes in the Philippines at two spatial scales. Landscape Ecology, 19(1): 77–98. doi: 10.1023/B:LAND.0000018370. 57457.58
Xu Xia, Liu Haipeng, Gao Qiong, 2008. Dynamic simulation on the optimal patterns of land use change for the farming-pastoral zone in North China. Progress in Geography, 27(3): 80–85. (in Chinese)
Yeh A G O, Li X, 1999. Economic development and agricultural land loss in the Pearl River Delta, China. Habitat International, 23(3): 373–390. doi: 10.1016/S0197-3975(99)00013-2
Zhang Yongmin, Zhao Shidong, Zhang Kebin, 2003. Simulation of changes in spatial pattern of land use in Horqin desert and its outer area. Journal of Beijing Forestry University, 25(3): 68–73. (in Chinese)
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Foundation item: Under the auspices of National Natural Science Foundation of China (No. 40801069), Special Research Program for Public-welfare Forestry of China (No. 200804001)
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Liu, M., Hu, Y., Zhang, W. et al. Application of land-use change model in guiding regional planning: A case study in Hun-Taizi River Watershed, Northeast China. Chin. Geogr. Sci. 21, 609–618 (2011). https://doi.org/10.1007/s11769-011-0497-6
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DOI: https://doi.org/10.1007/s11769-011-0497-6