Skip to main content
Top
Published in: Environmental Management 5/2015

01-05-2015

Modeling Future Land Use Scenarios in South Korea: Applying the IPCC Special Report on Emissions Scenarios and the SLEUTH Model on a Local Scale

Authors: Haejin Han, YunSeop Hwang, Sung Ryong Ha, Byung Sik Kim

Published in: Environmental Management | Issue 5/2015

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This study developed three scenarios of future land use/land cover on a local level for the Kyung-An River Basin and its vicinity in South Korea at a 30-m resolution based on the two scenario families of the Intergovernmental Panel on Climate Change (IPCC) Special Report Emissions Scenarios (SRES): A2 and B1, as well as a business-as-usual scenario. The IPCC SRES A2 and B1 were used to define future local development patterns and associated land use change. We quantified the population-driven demand for urban land use for each qualitative storyline and allocated the urban demand in geographic space using the SLEUTH model. The model results demonstrate the possible land use/land cover change scenarios for the years from 2000 to 2070 by examining the broad narrative of each SRES within the context of a local setting, such as the Kyoungan River Basin, constructing narratives of local development shifts and modeling a set of ‘best guess’ approximations of the future land use conditions in the study area. This study found substantial differences in demands and patterns of land use changes among the scenarios, indicating compact development patterns under the SRES B1 compared to the rapid and dispersed development under the SRES A2.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Literature
go back to reference Anderson K, Strutt A (2012) Agriculture and food security in Asia by 2030. East Asian Bureau of Economic Research No. 23309 Anderson K, Strutt A (2012) Agriculture and food security in Asia by 2030. East Asian Bureau of Economic Research No. 23309
go back to reference Barredo JI, Engelen G (2010) Land use scenario modeling for flood risk mitigation. Sustainability 2(5):1327–1344CrossRef Barredo JI, Engelen G (2010) Land use scenario modeling for flood risk mitigation. Sustainability 2(5):1327–1344CrossRef
go back to reference Bierwagen BG, Theobald DM, Pyke CR, Choate A, Groth P, Thomas JV, Morefield P (2010) National housing and impervious surface scenarios for integrated climate impact assessments. Proc Nat Acad Sci USA 107(49):20887–20892. doi:10.1073/pnas.1002096107 CrossRef Bierwagen BG, Theobald DM, Pyke CR, Choate A, Groth P, Thomas JV, Morefield P (2010) National housing and impervious surface scenarios for integrated climate impact assessments. Proc Nat Acad Sci USA 107(49):20887–20892. doi:10.​1073/​pnas.​1002096107 CrossRef
go back to reference Candau J, Clarke KC (2000) Probabilistic land cover transition modeling using deltatrons. In: 2000 URISA Annual Conference, Orlando Candau J, Clarke KC (2000) Probabilistic land cover transition modeling using deltatrons. In: 2000 URISA Annual Conference, Orlando
go back to reference Candau J, Rasmussen S, Clarke KC (2000) A coupled cellular automaton model for land use/land cover dynamics. In: 4 th International Conference on Integrating GIS and Environmental Modeling (GIS/EM4): problems, prospects and research needs, Alberta, Canada. http://www.geog.ucsb.edu/. Accessed 21 March 2005 Candau J, Rasmussen S, Clarke KC (2000) A coupled cellular automaton model for land use/land cover dynamics. In: 4 th International Conference on Integrating GIS and Environmental Modeling (GIS/EM4): problems, prospects and research needs, Alberta, Canada. http://​www.​geog.​ucsb.​edu/​. Accessed 21 March 2005
go back to reference Cao MK, Woodward FI (1998) Dynamic responses of terrestrial ecosystem carbon cycling to global climate change. Nature 393(6682):249–252. doi:10.1038/30460 CrossRef Cao MK, Woodward FI (1998) Dynamic responses of terrestrial ecosystem carbon cycling to global climate change. Nature 393(6682):249–252. doi:10.​1038/​30460 CrossRef
go back to reference Clarke KC, Hoppen S, Gaydos L (1997) A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environ Plan B-Plan Design 24(2):247–261. doi:10.1068/b240247 CrossRef Clarke KC, Hoppen S, Gaydos L (1997) A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environ Plan B-Plan Design 24(2):247–261. doi:10.​1068/​b240247 CrossRef
go back to reference Draper D (1995) Assessment and propagation of model uncertainty. J R Stat Soc Ser B (Methodological) 56:45–97 Draper D (1995) Assessment and propagation of model uncertainty. J R Stat Soc Ser B (Methodological) 56:45–97
go back to reference Fekete-Farkas M, Rounsewell M, Audsley E (2005) Socio-economic scenarios of agricultural land use change in Central and Eastern European Countries. Presentation at the XIth Congress of the EAAE, 24–27 Fekete-Farkas M, Rounsewell M, Audsley E (2005) Socio-economic scenarios of agricultural land use change in Central and Eastern European Countries. Presentation at the XIth Congress of the EAAE, 24–27
go back to reference Feng HH, Liu HP, Lu Y (2012) Scenario prediction and analysis of urban growth using SLEUTH model. Pedosphere 22(2):206–216CrossRef Feng HH, Liu HP, Lu Y (2012) Scenario prediction and analysis of urban growth using SLEUTH model. Pedosphere 22(2):206–216CrossRef
go back to reference Flint LE, Flint AL (2012) Downscaling future climate scenarios to fine scales for hydrologic and ecological modeling and analysis. Ecol Process 1(1):1–15CrossRef Flint LE, Flint AL (2012) Downscaling future climate scenarios to fine scales for hydrologic and ecological modeling and analysis. Ecol Process 1(1):1–15CrossRef
go back to reference Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK, Helkowski JH, Holloway T, Howard EA, Kucharik CJ, Monfreda C, Patz JA, Prentice IC, Ramankutty N, Snyder PK (2005) Global consequences of land use. Science 309(5734):570–574. doi:10.1126/science.1111772 CrossRef Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK, Helkowski JH, Holloway T, Howard EA, Kucharik CJ, Monfreda C, Patz JA, Prentice IC, Ramankutty N, Snyder PK (2005) Global consequences of land use. Science 309(5734):570–574. doi:10.​1126/​science.​1111772 CrossRef
go back to reference Gaffin SR, Rosenzweig C, Xing XS, Yetman G (2004) Downscaling and geo-spatial gridding of socio-economic projections from the IPCC special report on emissions scenarios (SRES). Glob Environ Change-Human Policy Dimens 14(2):105–123. doi:10.1016/j.gloenvcha.2004.02.004 CrossRef Gaffin SR, Rosenzweig C, Xing XS, Yetman G (2004) Downscaling and geo-spatial gridding of socio-economic projections from the IPCC special report on emissions scenarios (SRES). Glob Environ Change-Human Policy Dimens 14(2):105–123. doi:10.​1016/​j.​gloenvcha.​2004.​02.​004 CrossRef
go back to reference Gillingham KT, Smith SJ, Sands RD (2008) Impact of bioenergy crops in a carbon dioxide constrained world: an application of the MiniCAM energy-agriculture and land use model. Mitig Adapt Strateg Global Change 13(7):675–701. doi:10.1007/s11027-007-9122-5 CrossRef Gillingham KT, Smith SJ, Sands RD (2008) Impact of bioenergy crops in a carbon dioxide constrained world: an application of the MiniCAM energy-agriculture and land use model. Mitig Adapt Strateg Global Change 13(7):675–701. doi:10.​1007/​s11027-007-9122-5 CrossRef
go back to reference Hall RI, Leavitt PR, Quinlan R, Dixit AS, Smol JP (1999) Effects of agriculture, urbanization, and climate on water quality in the northern Great Plains. Limnol Oceanogr 44(3):739–756CrossRef Hall RI, Leavitt PR, Quinlan R, Dixit AS, Smol JP (1999) Effects of agriculture, urbanization, and climate on water quality in the northern Great Plains. Limnol Oceanogr 44(3):739–756CrossRef
go back to reference Lutz W (1996) The future population of the world: what can we assume today. IIASA and Earthscan, London Lutz W (1996) The future population of the world: what can we assume today. IIASA and Earthscan, London
go back to reference Nakicenovic N, Alcamo J, Davis G, Vries BD, Fenhann J, Gaffin S, Gregory K, Grübler A, Jung TY, Kram T, Rovere ELL, Michaelis L, Mori S, Morita T, Pepper W, Pitcher H, Price L, Riahi K, Roehrl A, Rogner H-H, Sankovski A, Schlesinger M, Shukla P, Smith S, Swart R, Rooijen SV, Victor N, Dadi Z (2000) Special report on emissions scenarios: a special report of Working Group III of the Intergovernmental Panel on Climate Change. Emissions scenarios, vol 599. Cambridge University Press, Cambridge Nakicenovic N, Alcamo J, Davis G, Vries BD, Fenhann J, Gaffin S, Gregory K, Grübler A, Jung TY, Kram T, Rovere ELL, Michaelis L, Mori S, Morita T, Pepper W, Pitcher H, Price L, Riahi K, Roehrl A, Rogner H-H, Sankovski A, Schlesinger M, Shukla P, Smith S, Swart R, Rooijen SV, Victor N, Dadi Z (2000) Special report on emissions scenarios: a special report of Working Group III of the Intergovernmental Panel on Climate Change. Emissions scenarios, vol 599. Cambridge University Press, Cambridge
go back to reference Oh Y, Choi J, Yoo S, Lee S (2011) Prediction of land-cover change based on climate change scenarios and regional characteristics using cluster analysis. J Korean Soc Agric Eng 53:31–41. Oh Y, Choi J, Yoo S, Lee S (2011) Prediction of land-cover change based on climate change scenarios and regional characteristics using cluster analysis. J Korean Soc Agric Eng 53:31–41.
go back to reference Park S, Jeon S, Choi C (2012) Mapping urban growth probability in South Korea: comparison of frequency ratio, analytic hierarchy process, and logistic regression models and use of the environmental conservation value assessment. Landsc Ecol Eng 8(1):17–31. doi:10.1007/s11355-010-0137-9 CrossRef Park S, Jeon S, Choi C (2012) Mapping urban growth probability in South Korea: comparison of frequency ratio, analytic hierarchy process, and logistic regression models and use of the environmental conservation value assessment. Landsc Ecol Eng 8(1):17–31. doi:10.​1007/​s11355-010-0137-9 CrossRef
go back to reference Pontius RG Jr, Boersma W, Castella J-C, Clarke K, de Nijs T, Dietzel C, Duan Z, Fotsing E, Goldstein N, Kok K, Koomen E, Lippitt CD, McConnell W, Sood AM, Pijanowski B, Pithadia S, Sweeney S, Trung TN, Veldkamp AT, Verburg PH (2008) Comparing the input, output, and validation maps for several models of land change. Ann Reg Sci 42(1):11–37. doi:10.1007/s00168-007-0138-2 CrossRef Pontius RG Jr, Boersma W, Castella J-C, Clarke K, de Nijs T, Dietzel C, Duan Z, Fotsing E, Goldstein N, Kok K, Koomen E, Lippitt CD, McConnell W, Sood AM, Pijanowski B, Pithadia S, Sweeney S, Trung TN, Veldkamp AT, Verburg PH (2008) Comparing the input, output, and validation maps for several models of land change. Ann Reg Sci 42(1):11–37. doi:10.​1007/​s00168-007-0138-2 CrossRef
go back to reference Pontius RG, Peethambaram S, Castella J-C (2011) Comparison of three maps at multiple resolutions: a case study of land change simulation in Cho Don District, Vietnam. Ann Assoc Am Geogr 101(1):45–62CrossRef Pontius RG, Peethambaram S, Castella J-C (2011) Comparison of three maps at multiple resolutions: a case study of land change simulation in Cho Don District, Vietnam. Ann Assoc Am Geogr 101(1):45–62CrossRef
go back to reference Pounds JA, Puschendorf R (2004) Ecology: clouded futures. Nature 427(6970):107–109CrossRef Pounds JA, Puschendorf R (2004) Ecology: clouded futures. Nature 427(6970):107–109CrossRef
go back to reference Reginster I, Rounsevell M (2006) Scenarios of future urban land use in Europe. Environ Plan B-Plan Design 33(4):619–636CrossRef Reginster I, Rounsevell M (2006) Scenarios of future urban land use in Europe. Environ Plan B-Plan Design 33(4):619–636CrossRef
go back to reference Rosenthal JK, Sclar ED, Kinney PL, Knowlton K, Crauderueff R, Brandt-Rauf PW (2007) Links between the built environment, climate and population health: interdisciplinary environmental change research in New York City. Ann Acad Med Singap 36(10):834–846 Rosenthal JK, Sclar ED, Kinney PL, Knowlton K, Crauderueff R, Brandt-Rauf PW (2007) Links between the built environment, climate and population health: interdisciplinary environmental change research in New York City. Ann Acad Med Singap 36(10):834–846
go back to reference Rounsevell M, Ewert F, Reginster I, Leemans R, Carter T (2005) Future scenarios of European agricultural land use: II. Projecting changes in cropland and grassland. Agric Ecosyst Environ 107(2):117–135CrossRef Rounsevell M, Ewert F, Reginster I, Leemans R, Carter T (2005) Future scenarios of European agricultural land use: II. Projecting changes in cropland and grassland. Agric Ecosyst Environ 107(2):117–135CrossRef
go back to reference Rounsevell MDA, Reginster I, Araujo MB, Carter TR, Dendoncker N, Ewert F, House JI, Kankaanpaa S, Leemans R, Metzger MJ, Schmit C, Smith P, Tuck G (2006) A coherent set of future land use change scenarios for Europe. Agric Ecosyst Environ 114(1):57–68. doi:10.1016/j.agee.2005.11.027 CrossRef Rounsevell MDA, Reginster I, Araujo MB, Carter TR, Dendoncker N, Ewert F, House JI, Kankaanpaa S, Leemans R, Metzger MJ, Schmit C, Smith P, Tuck G (2006) A coherent set of future land use change scenarios for Europe. Agric Ecosyst Environ 114(1):57–68. doi:10.​1016/​j.​agee.​2005.​11.​027 CrossRef
go back to reference Salathe EP, Mote PW, Wiley MW (2007) Review of scenario selection and downscaling methods for the assessment of climate change impacts on hydrology in the United States Pacific Northwest. Int J Climatol 27(12):1611–1621CrossRef Salathe EP, Mote PW, Wiley MW (2007) Review of scenario selection and downscaling methods for the assessment of climate change impacts on hydrology in the United States Pacific Northwest. Int J Climatol 27(12):1611–1621CrossRef
go back to reference Silva EA, Clarke KC (2002) Calibration of the SLEUTH urban growth model for Lisbon and Porto, Portugal. Comput Environ Urban Syst 26(6):525–552CrossRef Silva EA, Clarke KC (2002) Calibration of the SLEUTH urban growth model for Lisbon and Porto, Portugal. Comput Environ Urban Syst 26(6):525–552CrossRef
go back to reference Strengers B, Leemans R, Eickhout B, de Vries B, Bouwman L (2004) The land-use projections and resulting emissions in the IPCC SRES scenarios scenarios as simulated by the IMAGE 2.2 model. GeoJournal 61(4):381–393. doi:10.1007/s10708-004-5054-8 CrossRef Strengers B, Leemans R, Eickhout B, de Vries B, Bouwman L (2004) The land-use projections and resulting emissions in the IPCC SRES scenarios scenarios as simulated by the IMAGE 2.2 model. GeoJournal 61(4):381–393. doi:10.​1007/​s10708-004-5054-8 CrossRef
go back to reference Verburg PH, Overmars KP (2009) Combining top-down and bottom-up dynamics in land use modeling: exploring the future of abandoned farmlands in Europe with the Dyna-CLUE model. Landsc Ecol 24(9):1167–1181. doi:10.1007/s10980-009-9355-7 CrossRef Verburg PH, Overmars KP (2009) Combining top-down and bottom-up dynamics in land use modeling: exploring the future of abandoned farmlands in Europe with the Dyna-CLUE model. Landsc Ecol 24(9):1167–1181. doi:10.​1007/​s10980-009-9355-7 CrossRef
go back to reference Wilby RL, Whitehead PG, Wade AJ, Butterfield D, Davis RJ, Watts G (2006) Integrated modelling of climate change impacts on water resources and quality in a lowland catchment: River Kennet, UK. J Hydrol 330(1–2):204–220. doi:10.1016/j.jhydrol.2006.04.033 CrossRef Wilby RL, Whitehead PG, Wade AJ, Butterfield D, Davis RJ, Watts G (2006) Integrated modelling of climate change impacts on water resources and quality in a lowland catchment: River Kennet, UK. J Hydrol 330(1–2):204–220. doi:10.​1016/​j.​jhydrol.​2006.​04.​033 CrossRef
go back to reference Worrall F, Swank WT, Burt TP (2003) Changes in stream nitrate concentrations due to land management practices, ecological succession, and climate: developing a systems approach to integrated catchment response. Water Resour Res 39(7). doi:10.1029/2000wr000130 Worrall F, Swank WT, Burt TP (2003) Changes in stream nitrate concentrations due to land management practices, ecological succession, and climate: developing a systems approach to integrated catchment response. Water Resour Res 39(7). doi:10.​1029/​2000wr000130
go back to reference Wu D, Liu J, Wang S, Wang R (2010) Simulating urban expansion by coupling a stochastic cellular automata model and socioeconomic indicators. Stoch Environ Res Risk Assess 24(2):235–245CrossRef Wu D, Liu J, Wang S, Wang R (2010) Simulating urban expansion by coupling a stochastic cellular automata model and socioeconomic indicators. Stoch Environ Res Risk Assess 24(2):235–245CrossRef
Metadata
Title
Modeling Future Land Use Scenarios in South Korea: Applying the IPCC Special Report on Emissions Scenarios and the SLEUTH Model on a Local Scale
Authors
Haejin Han
YunSeop Hwang
Sung Ryong Ha
Byung Sik Kim
Publication date
01-05-2015
Publisher
Springer US
Published in
Environmental Management / Issue 5/2015
Print ISSN: 0364-152X
Electronic ISSN: 1432-1009
DOI
https://doi.org/10.1007/s00267-015-0446-8

Other articles of this Issue 5/2015

Environmental Management 5/2015 Go to the issue