Spatial estimation of chronic respiratory diseases based on machine learning procedures—an approach using remote sensing data and environmental variables in quito, Ecuador

Author:

Alvarez-Mendoza Cesar I.,Teodoro Ana,Freitas Alberto,Fonseca Joao

Funder

University of Porto

Publisher

Elsevier BV

Subject

Tourism, Leisure and Hospitality Management,General Environmental Science,Geography, Planning and Development,Forestry

Reference80 articles.

1. Predictive risk mapping of human leptospirosis using support vector machine classification and multilayer perceptron neural network;Ahangarcani;Geospatial Health,2019

2. Improving NDVI by removing cirrus clouds with optical remote sensing data from Landsat-8 – a case study in Quito, Ecuador;Alvarez-Mendoza;Remote Sensing Applications: Society and Environment,2018

3. Spatial estimation of surface ozone concentrations in Quito Ecuador with remote sensing data, air pollution measurements and meteorological variables;Alvarez-Mendoza;Environmental Monitoring and Assessment,2019

4. Estimación de la contaminación del aire por PM10 en Quito a través de índices ambientales con imágenes LANDSAT ETM+;Alvarez;Revista Cartografica,2016

5. Modeling the prevalence of respiratory chronic diseases risk using satellite images and environmental data;Alvarez,2019

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