Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering

Manuel Alfredo Figueredo Medina; Martha Isabel Cobo Angel

doi:10.1016/j.apr.2018.02.006

Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering

Manuel Alfredo Figueredo Medina (Correspondent Author)
, Martha Isabel Cobo Angel (Second Author)

Grupo de Investigación en Energía, Materiales y Ambiente - Unisabana

Research output: Contribution to journal › Article › peer-review

139 Scopus citations

Translated title of the contribution	Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering
Original language	Undefined/Unknown
Pages (from-to)	1-11
Number of pages	10
Journal	Atmospheric Pollution Research
DOIs	https://doi.org/10.1016/j.apr.2018.02.006
State	Published - 10 Mar 2018

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10.1016/j.apr.2018.02.006License: CC BY-ND

https://www.sciencedirect.com/science/article/pii/s1309104217305494License: CC BY-ND

Evaluación Técnico Económica De Tecnologías De Captura Y Aprovechamiento De Emisiones De Co2
Cobo Angel, M. I. (PI), Villamil Diaz, L. M. (Researcher), Sarmiento Vasquez, A. T. (Researcher), Figueredo Medina, M. A. (Researcher), Monsalve Gonzalez, S. A. (PhDstudent) & Proano Gonzalez, L. M. (Masterstudent)
31/01/17 → 31/01/20
Project: Project Research

Cite this

@article{e40768cf6357417793c90159ed986e03,

title = "Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogot{\'a}, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering",

author = "\{Figueredo Medina\}, \{Manuel Alfredo\} and \{Cobo Angel\}, \{Martha Isabel\}",

year = "2018",

month = mar,

day = "10",

doi = "10.1016/j.apr.2018.02.006",

language = "Indefinido/desconocido",

pages = "1--11",

journal = "Atmospheric Pollution Research",

issn = "1309-1042",

publisher = "Elsevier B.V.",

}

Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering. / Figueredo Medina, Manuel Alfredo (Correspondent Author); Cobo Angel, Martha Isabel (Second Author).
In: Atmospheric Pollution Research, 10.03.2018, p. 1-11.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering

AU - Figueredo Medina, Manuel Alfredo

AU - Cobo Angel, Martha Isabel

PY - 2018/3/10

Y1 - 2018/3/10

U2 - 10.1016/j.apr.2018.02.006

DO - 10.1016/j.apr.2018.02.006

M3 - Artículo

SN - 1309-1042

SP - 1

EP - 11

JO - Atmospheric Pollution Research

JF - Atmospheric Pollution Research

ER -

Discovering relationships and forecasting PM10 and PM2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering

Article Classification

Indexación Internacional (Artículo)

Scopus-Q Quartil

ISI- Q Quartil

Categoría Publindex

Access to Document

Projects

Evaluación Técnico Económica De Tecnologías De Captura Y Aprovechamiento De Emisiones De Co2

Cite this