期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2019
卷号：10
期号：9
页码：503-514
出版社：Science and Information Society (SAI)
摘要：Chagas disease is caused by the parasite
Trypanosoma Cruzi and transmitted by the Vinchuca. Bolivia is
the country with the highest prevalence in the South American
region; for example, in 2015, there was a prevalence of 33.4%.
This disease causes severe intestinal and cardiac problems in the
long term, 30% of the cases register cardiac symptoms, and 10%
have alterations in the esophagus or colon. This research aims to
analyze the relationship between environmental factors and
Chagas outbreaks in an area of Bolivia to identify the
environmental conditions in which the disease is transmitted,
using epidemiological, meteorological data and also
environmental indexes extracted from Landsat 8 satellite images.
Through a Principal Components Analysis (PCA) of the
environmental indexes extracted from the satellite images and
the meteorological information, has been found that the
environmental conditions that have a correlation with the
occurrence of cases are: temperature, relative humidity,
visibility, Normalized Difference Soil Index (NDSI) and Modified
Normalized Difference Water Index (MNDWI).
关键词：Trypanosoma Cruzi; Vinchuca; Landsat 8; PCA;
Normalized Difference Soil Index (NDSI); Modified Normalized
Difference Water Index (MNDWI)
