Determining the rate of forest conversion in Mato Grosso, Brazil, using Landsat MSS and AVHRR data

Abstract AVHRR-LAC thermal data and Landsat MSS and TM spectral data were used to estimate the rate of forest clearing in Mato Grosso, Brazil, between 1981 and 1984. The Brazilian state was stratified into forest and non-forest. A list sampling procedure was used in the forest stratum to select Landsat MSS scenes for processing based on estimates of fire activity in the scenes. Fire activity in 1984 was estimated using AVHRR-LAC thermal data. Slate-wide estimates of forest conversion indicate that between 1981 and 1984, 353966 ha ±77 000 ha (0·4 percent of the state area) were converted per year. No evidence of reforestation was found in this digital sample. The relationship between forest clearing rate (based on MSS-TM analysis)and fire activity (estimated using AVHRR data)was noisy (R2= 0·41). The results suggest that AVHRR data may be put to better use as a stratification tool rather than as a subsidiary variable in list sampling.

[1]  R. Bryson A perspective on climatic change. , 1974, Science.

[2]  P. Fearnside Deforestation in the brazilian amazon : how fast is it ocurring ? , 1982 .

[3]  Brent N. Holben,et al.  Intensive forest clearing in Rondonia, Brazil, as detected by satellite remote sensing , 1984 .

[4]  R. M. Hoffer,et al.  Computer-Aided Analysis of Landsat-1 MSS Data: A Comparison of Three Approaches, Including a "Modified Clustering" Approach-1 MSS Data: A Comparison of Three Approaches, Including a "Modified Clustering" Approach , 1975 .

[5]  C. S. Wong Atmospheric Input of Carbon Dioxide from Burning Wood , 1978, Science.

[6]  J. Malingreau,et al.  Remote sensing and disaster monitoring - A review of applications in Indonesia , 1985 .

[7]  Lawrence Fox,et al.  Using guided clustering techniques to analyze Landsat data for mapping forest land cover in northern California , 1979 .

[8]  R. Sekhon,et al.  Comparison of level I land cover classification accuracy for MSS and AVHRR data. [Advanced Very High Resolution Radiometers , 1985 .

[9]  J. Townshend,et al.  African Land-Cover Classification Using Satellite Data , 1985, Science.

[10]  Carl Sagan,et al.  Anthropogenic Albedo Changes and the Earth's Climate , 1979, Science.

[11]  Richard L. Scheaffer,et al.  Elementary Survey Sampling , 1971 .

[12]  G. Woodwell Office of Basic Energy Sciences : Carbon Dioxide Research Division : Deforestation measured by LANDSAT : steps toward A method , 1983 .

[13]  E. Medina,et al.  Tropical Ecological Systems , 1975, Ecological Studies.

[14]  D. S. Gilmer,et al.  Enumeration of prairie wetlands with Landsat and aircraft data , 1980 .

[15]  New Multi-Stage Sampling Techniques Using Space and Aircraft Imagery for Forest Inventory , 1969 .

[16]  H. Sioli The effects of deforestation in Amazonia , 1985 .

[17]  G. Budowski,et al.  Amazon Jungle: Green Hell to Red Desert? , 1976 .

[18]  A. Gentry,et al.  Deforestation and increased flooding of the upper Amazon. , 1982, Science.

[19]  Compton J. Tucker,et al.  Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel - 1980-1984 , 1985 .

[20]  A. Lugo,et al.  Conversion of tropical moist forests: critique , 1982 .

[21]  N. Smith Colonization Lessons from a Tropical Forest , 1981, Science.

[22]  G. Hardy Vegetation Map of South America , 1982 .

[23]  G. Woodwell,et al.  Biotic Contributions to the Global Carbon Cycle: The Role of Remote Sensing , 1981 .

[24]  R. Nelson,et al.  Continental land cover assessment using landsat MSS data , 1987 .

[25]  F. J. Ahern,et al.  Forestry information content of Thematic Mapper data , 1986 .

[26]  F. Freese,et al.  Elementary forest sampling. , 1962 .

[27]  J. J. Talbot What's Happening to the World's Forest Resources , 1981 .

[28]  M. Mares Conservation in South America: Problems, Consequences, and Solutions , 1986, Science.

[29]  N. Myers,et al.  Conversion Of Tropical Moist Forests , 1980 .

[30]  Ross Nelson,et al.  A comparison of two methods for classifying forestland , 1981 .

[31]  Brent N. Holben,et al.  Identifying deforestation in Brazil using multiresolution satellite data , 1986 .

[32]  Peter B. Vose,et al.  Amazon Basin: A System in Equilibrium , 1984, Science.