The Dynamics Of Land-Cover Change In Western Honduras: Spatial Autocorrelation And Temporal Variation

This paper presents an econometric analysis of land-cover change in western Honduras. Ground-truthed satellite image analysis indicates that between 1987 and 1996, net reforestation occurred in the 1,015.12 km2 study region. While some reforestation can be attributed to a 1987 ban on logging, the area of reforestation greatly exceeds that of previously clear-cut areas. Further, new area was also deforested between 1987-1996. Thus, the observed land-cover changes most likely represent a complex mosaic of changing land-use patterns across time and space. We estimate a random-effects probit model to capture drivers of land-cover change that are spatial, temporal or both. We employ two techniques to correct for spatial error dependence in econometric analysis suitable to qualitative dependent variables. Lastly, we simulate the impact of anticipated changes in transportation costs on land cover. We find that market accessibility, increase in national coffee prices, and agricultural suitability are the most important determinants of recent land-cover change.

[1]  H. Nagendra,et al.  Fragmentation of a Landscape: Incorporating landscape metrics into satellite analyses of land-cover change , 2002 .

[2]  Harry H. Kelejian,et al.  On the asymptotic distribution of the Moran I test statistic with applications , 2001 .

[3]  Julie Witcover,et al.  Intensified production systems on western Brazilian Amazon settlement farms : could they save the forest? , 2000 .

[4]  Brian W. Gould,et al.  The decision of when to buy a frequently purchased good: a multi-period probit model. , 2000 .

[5]  E. Lambin,et al.  Land-Cover-Change Trajectories in Southern Cameroon , 2000 .

[6]  Eric F. Lambin,et al.  Impact of Macroeconomic Change on Deforestation in South Cameroon: Integration of Household Survey and Remotely-Sensed Data , 2000 .

[7]  D. Parker.  EDGE-EFFECT EXTERNALITIES: THEORETICAL AND EMPIRICAL IMPLICATIONS OF SPATIAL HETEROGENEITY , 2000 .

[8]  A. Angelsen.  Agricultural expansion and deforestation: modelling the impact of population , 1999 .

[9]  A. Angelsen,et al.  Rethinking the causes of deforestation: lessons from economic models. , 1999, The World Bank research observer.

[10]  Catherine Tucker.  MANEJO FORESTAL Y POLÍTICAS NACIONALES EN LA CAMPA, HONDURAS , 1999 .

[11]  T. Rudel.  Is There a Forest Transition? Deforestation, Reforestation, and Development1 , 1998 .

[12]  L. Andersen.  Modelling the Relationship between Government Policy, Economic Growth, and Deforestation in the Brazilian Amazon , 1998 .

[13]  K. Jansen.  Political ecology, mountain agriculture, and knowledge in Honduras. , 1998 .

[14]  A. Angelsen,et al.  Economic models of tropical deforestation: a review. , 1998 .

[15]  J. V. Amsberg.  Economic Parameters of Deforestation , 1998 .

[16]  N. Bockstael,et al.  Spatial landscape indices in a hedonic framework: an ecological economics analysis using GIS , 1997 .

[17]  Eric F. Lambin,et al.  Spatial modelling of deforestation in southern Cameroon - Spatial disaggregation of diverse deforestation processes , 1997 .

[18]  Gerald Nelson,et al.  Do Roads Cause Deforestation? Using Satellite Images in Econometric Analysis of Land Use , 1997 .

[19]  K. Chomitz,et al.  Roads, land use, and deforestation : a spatial model applied to Belize , 1996 .

[20]  Eduardo S Brondízio,et al.  Analysis Restoration of vegetation cover in the eastern Amazon , 1996 .

[21]  Keith H. Coble,et al.  Modeling Farm‐Level Crop Insurance Demand with Panel Data , 1996 .

[22]  Patrick Sevestre,et al.  The Econometrics of panel data : a handbook of the theory with applications , 1996 .

[23]  C. Tucker.  The political ecology of a Lenca Indian community in Honduras : communal forests, state policy, and processes of transformation , 1996 .

[24]  R. Deacon.  Assessing the Relationship between Government Policy and Deforestation , 1995 .

[25]  Luc Anselin,et al.  Spatial Dependence in Linear Regression Models with an Introduction to Spatial Econometrics , 1995 .

[26]  T. Liao.  Interpreting Probability Models: Logit, Probit, and Other Generalized Linear Models , 1994 .

[27]  James K. Binkley,et al.  Land Price Volatility in a Geographically Dispersed Market , 1994 .

[28]  J. LeSage.  Spatial Modeling of Agricultural Markets , 1993 .

[29]  Cheng Hsiao,et al.  Logit and Probit Models , 1992 .

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

[31]  A. Mather,et al.  Global Forest Resources , 1990 .

[32]  A. Anderson.  Alternatives to deforestation: steps toward sustainable use of the Amazon rain forest. , 1990 .

[33]  B. J. Harrell.  The Question of the Commons: The Culture and Ecology of Communal Resources , 1989 .

[34]  L. Anselin,et al.  Spatial Econometrics: Methods and Models , 1988 .

[35]  Michael M. Cernea,et al.  Putting people first : sociological variables in rural development , 1987 .

[36]  J. M. Currie.  The Economic Theory of Agricultural Land Tenure , 1981 .

[37]  Eric Renshaw,et al.  Spatial Processes: Models and Applications , 1981 .

[38]  R. McKelvey,et al.  A statistical model for the analysis of ordinal level dependent variables , 1975 .

[39]  J. H. V. Thunen,et al.  Von Thunen's isolated state , 1967 .

[40]  Ester Boserup,et al.  The conditions of agricultural growth: The economics of agrarian change under population pressure , 1966 .

[41]  Nicholas Georgescu-Roegen,et al.  Economics of Production. , 1928, Nature.