The FORE-SCE model: a practical approach for projecting land cover change using scenario-based modeling

A wide variety of ecological applications require spatially explicit, historic, current, and projected land use and land cover data. The U.S. Land Cover Trends project is analyzing contemporary (1973–2000) land-cover change in the conterminous United States. The newly developed FORE-SCE model used Land Cover Trends data and theoretical, statistical, and deterministic modeling techniques to project future land cover change through 2020 for multiple plausible scenarios. Projected proportions of future land use were initially developed, and then sited on the lands with the highest potential for supporting that land use and land cover using a statistically based stochastic allocation procedure. Three scenarios of 2020 land cover were mapped for the western Great Plains in the US. The model provided realistic, high-resolution, scenario-based land-cover products suitable for multiple applications, including studies of climate and weather variability, carbon dynamics, and regional hydrology.

[1]  F. J. Marschner Land use and its patterns in the United States. , 1959 .

[2]  A. Dalcher,et al.  A Simple Biosphere Model (SIB) for Use within General Circulation Models , 1986 .

[3]  Ann Henderson-Sellers,et al.  Biosphere-atmosphere Transfer Scheme (BATS) for the NCAR Community Climate Model , 1986 .

[4]  J. Omernik Ecoregions of the Conterminous United States , 1987 .

[5]  B. Turner,et al.  Land use and land cover in global environmental change: considerations for study , 1991 .

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

[7]  De Chen,et al.  GEMTM: a general model for energy and mass transfer of land surfaces and its application at the FIFE sites , 1994 .

[8]  Peter Finke,et al.  Overview and state of the art of scenario studies for the rural environment. , 1995 .

[9]  Hanqin Tian,et al.  Modelling spatial and temporal patterns of tropical land use change , 1995 .

[10]  K. McGarigal,et al.  FRAGSTATS: spatial pattern analysis program for quantifying landscape structure. , 1995 .

[11]  A. Veldkamp,et al.  CLUE-CR: An integrated multi-scale model to simulate land use change scenarios in Costa Rica , 1996 .

[12]  R. O. Flamm,et al.  Ecosystem Management with Multiple Owners: Landscape Dynamics in a Southern Appalachian Watershed , 1996 .

[13]  William B. Meyer,et al.  Land-use/land-cover change: challenges for geographers , 1996 .

[14]  Peter E. Thornton,et al.  Generating surfaces of daily meteorological variables over large regions of complex terrain , 1997 .

[15]  Virginia H. Dale,et al.  THE RELATIONSHIP BETWEEN LAND‐USE CHANGE AND CLIMATE CHANGE , 1997 .

[16]  Keith C. Clarke,et al.  A Self-Modifying Cellular Automaton Model of Historical Urbanization in the San Francisco Bay Area , 1997 .

[17]  A. Veldkamp,et al.  Reconstructing land use drivers and their spatial scale dependence for Costa Rica (1973 and 1984) , 1997 .

[18]  Eric F. Lambin,et al.  Modelling and monitoring land-cover change processes in tropical regions , 1997 .

[19]  A. Veldkamp,et al.  Land use in Ecuador: a statistical analysis at different aggregation levels , 1998 .

[20]  F. Wu,et al.  Simulating urban encroachment on rural land with fuzzy-logic-controlled cellular automata in a geographical information system , 1998 .

[21]  A. Mather,et al.  The human drivers of global land cover change: the case of forests , 1998 .

[22]  Keith C. Clarke,et al.  Loose-Coupling a Cellular Automaton Model and GIS: Long-Term Urban Growth Prediction for San Francisco and Washington/Baltimore , 1998, Int. J. Geogr. Inf. Sci..

[23]  R. Pielke,et al.  The Influence of Anthropogenic Landscape Changes on Weather in South Florida , 1999 .

[24]  J. Bouma,et al.  A spatial explicit allocation procedure for modelling the pattern of land use change based upon actual land use , 1999 .

[25]  A. Veldkamp,et al.  Multi - scale modelling of land use change dynamics in Ecuador , 1999 .

[26]  R. White,et al.  High-resolution integrated modelling of the spatial dynamics of urban and regional systems , 2000 .

[27]  H. Briassoulis Analysis of Land Use Change: Theoretical and Modeling Approaches , 2000 .

[28]  Limin Yang,et al.  COMPLETION OF THE 1990S NATIONAL LAND COVER DATA SET FOR THE CONTERMINOUS UNITED STATES FROM LANDSAT THEMATIC MAPPER DATA AND ANCILLARY DATA SOURCES , 2001 .

[29]  Satoshi Hoshino Multilevel modeling on farmland distribution in Japan , 2001 .

[30]  J. W. Bruce,et al.  The causes of land-use and land-cover change: moving beyond the myths , 2001 .

[31]  R. Pielke,et al.  The regional effects of CO2 and landscape change using a coupled plant and meteorological model , 2001 .

[32]  R. Pielke Influence of the spatial distribution of vegetation and soils on the prediction of cumulus Convective rainfall , 2001 .

[33]  R. Gil Pontius,et al.  Modeling the spatial pattern of land-use change with GEOMOD2: application and validation for Costa Rica , 2001 .

[34]  R. Gil Pontius,et al.  Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA , 2001 .

[35]  A. Burnicki,et al.  Stochastic Simulation of Land-Cover Change Using Geostatistics and Generalized Additive Models , 2002 .

[36]  Timothy Evans,et al.  A Review and Assessment of Land-Use Change Models Dynamics of Space, Time, and Human Choice , 2002 .

[37]  PETER H. VERBURG,et al.  Modeling the Spatial Dynamics of Regional Land Use: The CLUE-S Model , 2002, Environmental management.

[38]  R. Betts,et al.  The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases , 2002, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[39]  Stephen V. Stehman,et al.  A Strategy for Estimating the Rates of Recent United States Land-Cover Changes , 2002 .

[40]  Stephen V. Stehman,et al.  Detecting trends in landscape pattern metrics over a 20-year period using a sampling-based monitoring programme , 2003 .

[41]  Martin Herold,et al.  The spatiotemporal form of urban growth: measurement, analysis and modeling , 2003 .

[42]  Paul Schot,et al.  Land use change modelling: current practice and research priorities , 2004 .

[43]  W. Baker A review of models of landscape change , 1989, Landscape Ecology.

[44]  Thomas R. Loveland,et al.  Contemporary Carbon Dynamics in Terrestrial Ecosystems in the Southeastern Plains of the United States , 2004 .

[45]  Terry L Sohl,et al.  Using an Ecoregion Framework to Analyze Land-Cover and Land-Use Dynamics , 2004, Environmental management.

[46]  Ronald R Rindfuss,et al.  Developing a science of land change: challenges and methodological issues. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[47]  T. Loveland,et al.  The characteristics and interpretability of land surface change and implications for project design , 2004 .

[48]  Distance to nearest road in the conterminous United States , 2005 .

[49]  C. Johnston,et al.  Soil organic carbon dynamics as related to land use history in the northwestern Great Plains , 2005 .

[50]  William Rand,et al.  Path dependence and the validation of agent‐based spatial models of land use , 2005, Int. J. Geogr. Inf. Sci..

[51]  J. Willson,et al.  Three decades of urbanization: Estimating the impact of land-cover change on stream salamander populations , 2006 .

[52]  David M Levinson,et al.  Predicting Land Use Change , 2009 .