Nelson, Gerald and Hellerstein, Daniel (1997): Do roads cause deforestation? Using satellite images in econometric analysis of land use. Published in: American Journal of Agricultural Economics , Vol. 1, No. 79 (February 1997): pp. 80-88.
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In this paper we demonstrate how satellite images and other geographic data can be used to predict land use. A cross-section model of land use is estimated with data for a region in central Mexico. Parameters from the model are used to examine the effects of reduced human activity. If variables that proxy human influence are changed to reflect reduced impact, "forest" area increases and "irrigated crop" area is reduced.
|Item Type:||MPRA Paper|
|Original Title:||Do roads cause deforestation? Using satellite images in econometric analysis of land use|
|Keywords:||geographic data, land use, remotely sensed data, spatial econometrics.|
|Subjects:||R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R12 - Size and Spatial Distributions of Regional Economic Activity
Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics > Q0 - General > Q01 - Sustainable Development
C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models; Multiple Variables > C35 - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics > Q5 - Environmental Economics > Q57 - Ecological Economics: Ecosystem Services; Biodiversity Conservation; Bioeconomics; Industrial Ecology
|Depositing User:||Daniel Hellerstein|
|Date Deposited:||30. Sep 2010 08:41|
|Last Modified:||12. Feb 2013 02:06|
Anselin, L. (1988). Spatial Econometrics: Methods and Models. Dordrecht: Kluwer Academic Publishers.
Bliss, Norman, EROS Data Center, personal communication. The soils data were digitized by the EROS Data Center from a map entitled “Carta Edafologica” produced by Estados Unidos Mexicanos Secretaria de Programacion y Prespuesto.
Chomitz, K. M., & Gray, D. A. (1995). Roads, Land, Markets and Deforestation: A Spatial Model of Land Use in Belize, Working Paper, World Bank Policy Research Department, Environment Infrastructure, and Agriculture Division.
Congalton, R. (1991). A Review of Assessing the Accuracy of Classifications of Remotely Sensed Data. Remote Sensing of Environment, 37, 35-46.
Eswaran, Hari, U.S.D.A. soil scientist, personal communication.
Greene, W. H. (1991). Limdep Version 6.0 User's Manual and Reference Guide. Bellport: Econometric Software, Inc.
Greene, W. H. (1993). Econometric Analysis (2nd ed.). New York: Macmillan Publishing Company.
Haining, R. (1990). Spatial Data Analysis in the Social and Environmental Sciences. Cambridge: Cambridge University Press.
Maddala, G. S. (1983). Limited Dependent and Qualitative Variables in Econometrics. Cambridge: Cambridge University Press.
Richards, J. A. (1993). Remote Sensing Digital Image Analysis: An Introduction (2nd ed.). Berlin: Springer-Verlag.