Open AccessAnalysis of air quality data in the city of Bogotá through clustering techniques
Author(s) -
Jesús Silva,
Luz Adriana Londoño,
Noel Varela,
Omar Bonerge Píneda Lezama,
Liliana Patricia Lozano Ayarza,
Julio César Mojica Herazo
Publication year - 2020
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/872/1/012027
Subject(s) - metropolitan area , air quality index , environmental planning , order (exchange) , quality (philosophy) , environmental resource management , climate change , environmental quality , cluster analysis , geography , business , environmental science , computer science , political science , meteorology , ecology , philosophy , archaeology , finance , epistemology , law , biology , machine learning
Climate change is one of the problems facing society today because of its impacts on the health of living beings. That is why the authorities need tools that provide them with the information necessary to make decisions that will reduce the impact of such change. This paper proposes a strategy to group the air quality data of the metropolitan area of the City of Bogotá from 2014 to 2018, in order to recognize the measurement patterns in the environmental contaminants that cause pre-contingencies and environmental contingencies in the area of the City of Bogotá.