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Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece
Visceral Leishmaniasis (VL) is endemic to the Attica region of Greece. The geographical distribution of VL cases was analyzed employing methods of spatial analysis in a GIS environment. A geographic database was constructed including data for the disease cases and environmental factors, such as land...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6160997/ https://www.ncbi.nlm.nih.gov/pubmed/30274479 http://dx.doi.org/10.3390/tropicalmed3030083 |
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author | Iliopoulou, Polixeni Tsatsaris, Andreas Katsios, Ioannis Panagiotopoulou, Amalia Romaliades, Stelios Papadopoulos, Byron Tselentis, Yannis |
author_facet | Iliopoulou, Polixeni Tsatsaris, Andreas Katsios, Ioannis Panagiotopoulou, Amalia Romaliades, Stelios Papadopoulos, Byron Tselentis, Yannis |
author_sort | Iliopoulou, Polixeni |
collection | PubMed |
description | Visceral Leishmaniasis (VL) is endemic to the Attica region of Greece. The geographical distribution of VL cases was analyzed employing methods of spatial analysis in a GIS environment. A geographic database was constructed including data for the disease cases and environmental factors, such as land cover types, stray dog population, and socioeconomic factors. Classic and spatial regression models are presented that suggest the factors contributing most to the incidence of leishmaniasis are green urban areas and the population of stray dogs in the municipalities of Attica region. The results of the spatial regression model were more accurate, thus were used to produce a disease risk map. This map indicates the high-risk municipalities in which surveillance for the control of leishmaniasis is necessary. |
format | Online Article Text |
id | pubmed-6160997 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-61609972018-10-01 Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece Iliopoulou, Polixeni Tsatsaris, Andreas Katsios, Ioannis Panagiotopoulou, Amalia Romaliades, Stelios Papadopoulos, Byron Tselentis, Yannis Trop Med Infect Dis Article Visceral Leishmaniasis (VL) is endemic to the Attica region of Greece. The geographical distribution of VL cases was analyzed employing methods of spatial analysis in a GIS environment. A geographic database was constructed including data for the disease cases and environmental factors, such as land cover types, stray dog population, and socioeconomic factors. Classic and spatial regression models are presented that suggest the factors contributing most to the incidence of leishmaniasis are green urban areas and the population of stray dogs in the municipalities of Attica region. The results of the spatial regression model were more accurate, thus were used to produce a disease risk map. This map indicates the high-risk municipalities in which surveillance for the control of leishmaniasis is necessary. MDPI 2018-08-13 /pmc/articles/PMC6160997/ /pubmed/30274479 http://dx.doi.org/10.3390/tropicalmed3030083 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Iliopoulou, Polixeni Tsatsaris, Andreas Katsios, Ioannis Panagiotopoulou, Amalia Romaliades, Stelios Papadopoulos, Byron Tselentis, Yannis Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece |
title | Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece |
title_full | Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece |
title_fullStr | Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece |
title_full_unstemmed | Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece |
title_short | Risk Mapping of Visceral Leishmaniasis: A Spatial Regression Model for Attica Region, Greece |
title_sort | risk mapping of visceral leishmaniasis: a spatial regression model for attica region, greece |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6160997/ https://www.ncbi.nlm.nih.gov/pubmed/30274479 http://dx.doi.org/10.3390/tropicalmed3030083 |
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