Forecasting landscape-scale, cumulative effects of forest management on vegetation and wildlife habitat: a case study of issues, limitations, and opportunities

Forest landscape disturbance and succession models have become practical tools for large-scale, long-term analyses of the cumulative effects of forest management on real landscapes. They can provide essential information in a spatial context to address management and policy issues related to forest planning, wildlife habitat quality, timber harvesting, fire effects, and land use change. Widespread application of landscape disturbance and succession models is hampered by the difficulty of mapping the initial landscape layers needed for model implementation and by the complexity of calibrating forest landscape models for new geographic regions. Applications are complicated by issues of scale related to the size of the landscape of interest (bigger is better), the resolution at which the landscape is modeled and analyzed (finer is better), and the cost or complexity of applying a landscape model (cheaper and easier is better). These issues spill over to associated analyses that build on model outputs or become integrated as auxiliary model capabilities. Continued development and application of forest landscape disturbance and simulation models can be facilitated by (1) cooperative efforts to initialize more and larger landscapes for model applications, (2) partnerships of practitioners and scientists to address current management issues, (3) developing permanent mechanisms for user support, (4) adding new capabilities to models, either directly or as compatible auxiliary models, (5) increasing efforts to evaluate model performance and compare multiple models running on the same landscape, and (6) developing methods to choose among complex, multi-resource alternatives with outputs that vary over space and time.

[1]  J. R. Stephenson,et al.  VIABILITY OF BELL'S SAGE SPARROW (AMPHISPIZA BELLI SSP. BELLI): ALTERED FIRE REGIMES , 2005 .

[2]  Michael L. Morrison,et al.  Wildlife-habitat relationships : concepts and applications , 1993 .

[3]  A. Rebertus,et al.  Blowdown Dynamics in Oak-Hickory Forests of the Missouri Ozarks , 2001 .

[4]  J. Pennanen,et al.  A spatial simulation approach to natural forest landscape dynamics in boreal Fennoscandia , 2002 .

[5]  David R. Breininger,et al.  Validating a Florida Scrub Jay habitat suitability model, using demography data on Kennedy Space Center , 1995 .

[6]  Jian Yang,et al.  Spatial Patterns of Modern Period Human-Caused Fire Occurrence in the Missouri Ozark Highlands , 2007, Forest Science.

[7]  J. Kline,et al.  Land use changes involving forestry in the United States: 1952 to 1997, with projections to 2050. , 2003 .

[8]  Robert Gilmore Pontius,et al.  Useful techniques of validation for spatially explicit land-change models , 2004 .

[9]  Hong S. He,et al.  Modeling biological disturbances in LANDIS: a module description and demonstration using spruce budworm , 2004 .

[10]  H. Bugmann,et al.  Improving the formulation of tree growth and succession in a spatially explicit landscape model , 2004 .

[11]  Edward J. Rykiel,et al.  Testing ecological models: the meaning of validation , 1996 .

[12]  M. Burgman.  Risks and Decisions for Conservation and Environmental Management: Experts, stakeholders and elicitation , 2005 .

[13]  D. Mladenoff,et al.  A spatially interactive simulation of climate change, harvesting, wind, and tree species migration and projected changes to forest composition and biomass in northern Wisconsin, USA , 2005 .

[14]  G. E. Dixon.  Essential FVS: A User's Guide to the Forest Vegetation Simulator , 2007 .

[15]  Oscar García,et al.  Evaluating forest Growth Models , 1997 .

[16]  H. Ronald Pulliam,et al.  Potential Effects of a Forest Management Plan on Bachman's Sparrows (Aimophila aestivalis): Linking a Spatially Explicit Model with GIS , 1995 .

[17]  Yu Chang,et al.  Simulating the effects of reforestation on a large catastrophic fire burned landscape in Northeastern China , 2006 .

[18]  Hong S. He,et al.  Spatial simulation of forest succession and timber harvesting using LANDIS. , 2000 .

[19]  Alexandra D. Syphard,et al.  Spatial aggregation effects on the simulation of landscape pattern and ecological processes in southern California plant communities , 2004 .

[20]  Hong S. He,et al.  Mapping pre-European settlement vegetation at fine resolutions using a hierarchical Bayesian model and GIS , 2007, Plant Ecology.

[21]  R. Keane,et al.  Estimating historical range and variation of landscape patch dynamics: limitations of the simulation approach , 2002 .

[22]  Hong S. He,et al.  A simulation study of landscape scale forest succession in northeastern China , 2002 .

[23]  Michael A. Larson,et al.  Simulated effects of forest management alternatives on landscape structure and habitat suitability in the Midwestern United States , 2006 .

[24]  M. Wimberly.  Fire and forest landscapes in the Georgia Piedmont: an assessment of spatial modeling assumptions , 2004 .

[25]  G. Shao,et al.  GIS protocols in mapping ecological landtypes for the Hoosier National Forest. , 2004 .

[26]  F. Balkwill.  Improving on the formula , 1993, Nature.

[27]  J. Franklin.  Predicting the distribution of shrub species in southern California from climate and terrain‐derived variables , 1998 .

[28]  Robert G. Haight,et al.  Assessing Fire Risk in the Wildland-Urban Interface , 2004, Journal of Forestry.

[29]  Eric J. Gustafson,et al.  HARVEST: linking timber harvesting strategies to landscape patterns , 1999 .

[30]  Hong S. He,et al.  Modeling forest harvesting effects on landscape pattern in the Northwest Wisconsin Pine Barrens , 2006 .

[31]  Mark J. Twery,et al.  Decision support systems for ecosystem management: An evaluation of existing systems , 1997 .

[32]  Dafydd Gibbon,et al.  1 User’s guide , 1998 .

[33]  Stephen R. Shifley,et al.  ICE STORM DAMAGE TO AN OLD-GROWTH OAK-HICKORY FOREST IN MISSOURI , 1997 .

[34]  Hong S. He,et al.  Modeling the Influence of Dynamic Zoning of Forest Harvesting on Ecological Succession in a Northern Hardwoods Landscape , 2005, Environmental management.

[35]  Jian Yang,et al.  Calibrating a forest landscape model to simulate frequent fire in Mediterranean-type shrublands , 2007, Environ. Model. Softw..

[36]  D. Mladenoff,et al.  Design, behavior and application of LANDIS, an object-oriented model of forest landscape disturbance and succession. , 1999 .

[37]  T. Barrett,et al.  Models of vegetation change for landscape planning: a comparison of FETM, LANDSUM, SIMPPLLE, and VDDT , 2001 .

[38]  R. Guyette,et al.  Dynamics of an Anthropogenic Fire Regime , 2003, Ecosystems.

[39]  Patrick A. Zollner,et al.  Human influence on the abundance and connectivity of high-risk fuels in mixed forests of northern Wisconsin, USA , 2004, Landscape Ecology.

[40]  Hong S. He,et al.  Integrating Landscape and Metapopulation Modeling Approaches: Viability of the Sharp‐Tailed Grouse in a Dynamic Landscape , 2004 .

[41]  T. Crow,et al.  Using a GIS model to assess terrestrial salamander response to alternative forest management plans. , 2001, Journal of environmental management.

[42]  Hong S. He,et al.  INTEGRATION OF GIS DATA AND CLASSIFIED SATELLITE IMAGERY FOR REGIONAL FOREST ASSESSMENT , 1998 .

[43]  A. Rebertus,et al.  Blowdown dynamics in oak-hickory forests of , 2001 .

[44]  D. Mladenoff.  LANDIS and forest landscape models , 2004 .

[45]  Charles ReVelle,et al.  Metropolitan Open‐Space Protection with Uncertain Site Availability , 2005 .

[46]  J. Chew.  Development of a system for simulating vegetative patterns and processes at landscape scales , 1995 .

[47]  Frédérik Doyon,et al.  The development and application of a decision support system for sustainable forest management on the Boreal Plain , 2003 .

[48]  David R. Larsen,et al.  Modeling forest landscape change in the Ozarks: guiding principles and preliminary implementation , 1997 .

[49]  Alexandra D. Syphard,et al.  Simulating fire frequency and urban growth in southern California coastal shrublands, USA , 2007, Landscape Ecology.

[50]  Hong S. He,et al.  LANDIS A Spatially Explicit Model of Forest Landscape Disturbance, Management, and Succession LANDIS 6.0 PRO USERS GUIDE , 2009 .

[51]  Jeffrey L. Moffett,et al.  Landscape management through integration of existing tools and emerging technologies , 1998 .

[52]  Michael A. Larson,et al.  Landscape Habitat Suitability Index Software , 2007 .

[53]  J. Franklin.  Clustering Versus Regression Trees for Determining Ecological Land Units in the Southern California Mountains and Foothills , 2003, Forest Science.

[54]  Hong S. He,et al.  Altered Fire Regimes Affect Landscape Patterns of Plant Succession in the Foothills and Mountains of Southern California , 2005, Ecosystems.

[55]  D. Mladenoff,et al.  Spatial Modeling of Forest Landscape Change: Approaches and Applications , 1999 .

[56]  Hong S. He,et al.  Modeling the long-term effects of fire suppression on central hardwood forests in Missouri Ozarks, using LANDIS , 2007 .

[57]  Hong S. He,et al.  An object-oriented forest landscape model and its representation of tree species , 1999 .

[58]  Michael A. Larson,et al.  Linking population viability, habitat suitability, and landscape simulation models for conservation planning , 2004 .

[59]  Hong S. He,et al.  SPATIALLY EXPLICIT AND STOCHASTIC SIMULATION OF FOREST- LANDSCAPE FIRE DISTURBANCE AND SUCCESSION , 1999 .

[60]  William D. Dijak,et al.  Modeling forest landscape change in the Missouri Ozarks under alternative management practices , 2000 .