Projecting Fine Resolution Land-Cover Dynamics for a Rapidly Changing Terrestrial–Aquatic Transition in Terrebonne Basin, Louisiana, U.S.A.

Abstract Coastal landscapes are in a constant state of flux and continue to change with sea level rise. Past trends in land cover may be useful for predicting future landscapes under different scenarios of change. In this study, models representing land-cover change were created for a coastal forest–open water transition in a rapidly subsiding region in the Mississippi Delta, U.S.A. Land-cover images manually delineated from aerial photography for 1940, 1953, 1978, 1998, and 2004 served as the basis for the models. A combination of Markov chain analysis, a cellular automaton, and suitability images were used to model past trends and to create future land-cover scenarios. Model validation revealed that one of two model runs more closely matched reference images than null (no change) models. Models were generally better at predicting the location of land-cover classes on the landscape than the quantity of each class. Prediction accuracy varied among individual land-cover classes, with forest being the most stable and predictable, and scrub-shrub being the least stable and predictable. Future projections offered a range of outcomes and suggest that coastal stability structures are at least initially effective in promoting marsh replacement of open water. Without management intervention, our models predict dramatic loss of marsh and an increasing interface between water and the relatively resistant forest. These models can be helpful in examining responses of coastal transitions to sea level rise and evaluating the effectiveness of management efforts.

[1]  John C. Field,et al.  Climate change impacts on U.S. Coastal and Marine Ecosystems , 2002 .

[2]  W. Conner,et al.  Rising water levels and the future of southeastern Louisiana swamp forests , 1989 .

[3]  C. Sasser,et al.  Differential salinity response between two Mississippi River subdeltas: Implications for changes in plant composition , 2001 .

[4]  J. D. Hodges Development and ecology of bottomland hardwood sites , 1997 .

[5]  Donald R. Cahoon,et al.  Pattern and process of land loss in the Mississippi Delta: A Spatial and temporal analysis of wetland habitat change , 2000 .

[6]  J. Gosselink,et al.  Vegetation, substrate and hydrology in floating marshes in the Mississippi river delta plain wetlands, USA , 1996, Vegetatio.

[7]  John W. Day,et al.  LANDSCAPE MODELING OF COASTAL HABITAT CHANGE IN THE MISSISSIPPI DELTA , 2000 .

[8]  L. Hubert‐Moy,et al.  MODELING AND PROJECTING LAND-USE AND LAND-COVER CHANGES WITH A CELLULAR AUTOMATON IN CONSIDERING LANDSCAPE TRAJECTORIES: AN IMPROVEMENT FOR SIMULATION OF PLAUSIBLE FUTURE STATES , 2005 .

[9]  Loretta L. Battaglia,et al.  Assessing vegetation change in coastal landscapes of the northern Gulf of Mexico , 2006, Wetlands.

[10]  J. Bourne,et al.  Louisiana's Vanishing Wetlands: Going, Going ... , 2000, Science.

[11]  R. G. Pontius Statistical Methods to Partition Effects of Quantity and Location During Comparison of Categorical Maps at Multiple Resolutions , 2002 .

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

[13]  F. Sklar,et al.  Modeling Coastal Landscape Dynamics , 1990 .

[14]  J. Visser,et al.  Long-term vegetation change in Louisiana tidal marshes, 1968–1992 , 1999, Wetlands.

[15]  Richard A. Park,et al.  Greenhouse effect and sea level rise: The cost of holding back the sea , 1991 .

[16]  J. Denslow,et al.  Stand composition and structure across a changing hydrologic gradient: Jean Lafitte National Park, Louisiana, USA , 2002, Wetlands.

[17]  Charles E. Sasser,et al.  Vegetation dynamics in the emerging Atchafalaya Delta, Louisiana, USA. , 1992 .

[18]  Michael E. Hodgson,et al.  Tree invasion within a pine/grassland ecotone: an approach with historic aerial photography and GIS modeling. , 1997 .

[19]  Robert Gilmore Pontius,et al.  Comparison of the structure and accuracy of two land change models , 2005, Int. J. Geogr. Inf. Sci..

[20]  S. Penland,et al.  Relative Sea-Level Rise in Louisiana and the Gulf of Mexico: 1908-1988 , 1990 .

[21]  J. Visser,et al.  Marsh vegetation types of the Mississippi River Deltaic Plain , 1998 .

[22]  M. Kennish Environmental threats and environmental future of estuaries , 2002, Environmental Conservation.

[23]  R. Christian,et al.  Multiple states in the sea-level induced transition from terrestrial forest to estuary , 1995 .

[24]  P. Dixon,et al.  Woody plant regeneration in four floodplain forests , 1994 .

[25]  J. Gosselink,et al.  Marsh mat flotation in the Louisiana delta plain , 1991 .

[26]  S. Pezeshki,et al.  Accretion and canal impacts in a rapidly subsiding wetland. I.137Cs and210Pb techniques , 1989 .

[27]  J. Day,et al.  Rising water levels in coastal Louisiana: implications for two coastal forested wetland areas in Louisiana , 1988 .

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

[29]  F. Putz,et al.  SEA-LEVEL RISE AND COASTAL FOREST RETREAT ON THE WEST COAST OF FLORIDA, USA , 1999 .

[30]  Jay F. Martin,et al.  Landscape Modeling of the Mississippi Delta , 2002 .

[31]  W. Michener,et al.  CLIMATE CHANGE, HURRICANES AND TROPICAL STORMS, AND RISING SEA LEVEL IN COASTAL WETLANDS , 1997 .

[32]  R. Nicholls,et al.  A global analysis of human settlement in coastal zones , 2003 .

[33]  P. Keddy,et al.  Wetland Ecology: Principles and Conservation , 2000 .

[34]  E. Lambin,et al.  Predicting land-use change , 2001 .

[35]  Ajith H. Perera,et al.  Modelling land cover transitions: A solution to the problem of spatial dependence in data , 2004, Landscape Ecology.

[36]  R. G. Pontlus Quantification Error Versus Location Error in Comparison of Categorical Maps , 2006 .

[37]  J. Gosselink,et al.  Spatial and temporal changes in Louisiana's Barataria Basin marshes, 1945–1980 , 1986 .

[38]  R. Kadmon,et al.  Studying Long-Term Vegetation Dynamics Using Digital Processing of Historical Aerial Photographs , 1999 .

[39]  L. Battaglia,et al.  Early secondary succession in a southeastern U.S. alluvial floodplain , 1995 .

[40]  J. Denslow,et al.  Does Woody Species Establishment Alter Herbaceous Community Composition of Freshwater Floating Marshes? , 2007 .

[41]  Martin Paegelow,et al.  Possibilities and limits of prospective GIS land cover modelling—a compared case study: Garrotxes (France) and Alta Alpujarra Granadina (Spain) , 2005, Int. J. Geogr. Inf. Sci..

[42]  D. J. Milne,et al.  Forest expansion and grassland contraction within a Eucalyptus savanna matrix between 1941 and 1994 at Litchfield National Park in the Australian monsoon tropics , 2008 .

[43]  Eric Koomen,et al.  Comparing the input, output, and validation maps for several models of land change , 2008 .

[44]  M. Kennish Coastal salt marsh systems in the U.S.: A review of anthropogenic impacts , 2001 .

[45]  Carolyn A. Miller,et al.  Mississippi Deltaic Wetland Survival: Sedimentation Versus Coastal Submergence , 1984, Science.

[46]  M. Turner,et al.  LANDSCAPE ECOLOGY : The Effect of Pattern on Process 1 , 2002 .

[47]  R. Sharitz,et al.  Responses of floodplain forest species to spatially condensed gradients: a test of the flood–shade tolerance tradeoff hypothesis , 2006, Oecologia.

[48]  J. Day,et al.  Impacts of sea-level rise on deltas in the Gulf of Mexico and the Mediterranean: The importance of pulsing events to sustainability , 1995 .