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Combining Population and Environmental Data A Typology Approach based on Patterns and its Generative Processes Building up Trajectories of Patterns of Land Cover Change.
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Combining Population and Environmental Data A Typology Approach based on Patterns and its Generative Processes Building up Trajectories of Patterns of Land Cover Change Spatial Distribution of the Population and the Trajectories of the Patterns of Land Cover Change at the DFS (Sustainable Forestry District) on the BR-163, Pará, Brazilian Amazon: Population, Space and Environment. Amaral, Silvana ; Gavlak, André Augusto ; Escada, , Maria Isabel Sobral ; MONTEIRO, Antônio Miguel Vieira . Using remote sensing and census tract data to improve representation of population spatial distribution: case studies in the Brazilian Amazon. Population and Environment , p. 1043, 2012.
Spatial Distribution of the Population Representação esquemática do procedimento para redistribuição da população nos setores censitários. Population Counts distributed over cells Dasymetric Method Variation1 General procedure to disaggregate population counts within census tracts. Source: Adapted from Amaral (2005) Census Tracts Redistribution 1Origins: J. Kirtland Wright, Problems in Population Mapping, in Notes on Statistical Mapping, with Reference to the Mapping of Population Phenomena. Mimeographed Publication no. 1, ed. J. K. Wright. New York: AGS and Population Association of America, pp. 1–18, 1938 Based on the works of Benjamin Semenov-Tian-Shansky from 1911 til the 20’s. Adjacent Surface Modeling
Resultados 5% is the Averaged Difference between the Interpolated Population value, e the value collected during the Field work.
Typologyof Patterns of Land Cover Process – Frontier Stage Characterisation Pattern Type Description Mapping the Stages of the Occupation Frontier in the DFS/BR-163through Spatial Patterns of Land Cover PRODES / Years 1997 – 2000 – 2003 - 2007
Patterns and Process : Spatial Data Mining http://www.dpi.inpe.br/geodma/ Korting et al, 2007 GeoDMA – Geographical Data Mining Analyst
RESULTS Occupation Patterns - 1997
RESULTS Occupation Patterns - 2000
RESULTS Occupation Patterns-2003
RESULTS Occupation Patterns- 2007
RESULTS Change Trajectories Without Changes Occupation Trajectories