Relationship Patterns between Biological Information and Physical and Socioeconomic Information: The Otun River Basin in Risaralda (Colombia): The Otun River Basin in Risaralda (Colombia)

Yulieth Rossio Coronel-Picón; Nelson Obregón-Neira; Germán Leonardo Jiménez-Romero

Relationship Patterns between Biological Information and Physical and Socioeconomic Information: The Otun River Basin in Risaralda (Colombia): The Otun River Basin in Risaralda (Colombia)

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

Abstract

Biophysical and socioeconomic data were gathered at the basin of the Otun River (Colombia) and then processed with the objective of identifying relationship patterns between the two types of information. This task was carried out by using Geographic Information Systems software (ArgGis 9.1 ®), the development of a code for the assessment of relationships (Matlab 7.1®), and data mining tools based on trees; using the J-48 algorithm developed at the Waikato Environment for Knowledge Analysis (WEKA). The identification of patterns allowed concluding that, at least, three physical variables (altitude, rainfall and temperature) and a socioeconomic variable (land use) influence the presence of mammals. This information will be employed in other studies related to Decision Support Systems in the realm of management and conservation of wildlife at the basin.

Translated title of the contribution	Patrones de relación entre información biológica e información física y socioeconómica. Cuenca alta del río Otún, Risaralda (Colombia)
Original language	Undefined/Unknown
Pages (from-to)	265-280
Number of pages	16
Journal	Ingenieria y Universidad
Volume	16
Issue number	1
State	Published - 2012
Externally published	Yes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 15 Life on Land

Keywords

Data mining
Decision trees
Geographic information systems
Otun river (Risaralda, Colombia)

Cite this

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title = "Relationship Patterns between Biological Information and Physical and Socioeconomic Information: The Otun River Basin in Risaralda (Colombia): The Otun River Basin in Risaralda (Colombia)",

abstract = "Biophysical and socioeconomic data were gathered at the basin of the Otun River (Colombia) and then processed with the objective of identifying relationship patterns between the two types of information. This task was carried out by using Geographic Information Systems software (ArgGis 9.1 {\textregistered}), the development of a code for the assessment of relationships (Matlab 7.1{\textregistered}), and data mining tools based on trees; using the J-48 algorithm developed at the Waikato Environment for Knowledge Analysis (WEKA). The identification of patterns allowed concluding that, at least, three physical variables (altitude, rainfall and temperature) and a socioeconomic variable (land use) influence the presence of mammals. This information will be employed in other studies related to Decision Support Systems in the realm of management and conservation of wildlife at the basin.",

keywords = "Data mining, Decision trees, Geographic information systems, Otun river (Risaralda, Colombia)",

author = "Coronel-Pic{\'o}n, \{Yulieth Rossio\} and Nelson Obreg{\'o}n-Neira and Jim{\'e}nez-Romero, \{Germ{\'a}n Leonardo\}",

year = "2012",

language = "Indefinido/desconocido",

volume = "16",

pages = "265--280",

journal = "Ingenieria y Universidad",

issn = "0123-2126",

publisher = "Pontificia Universidad Javeriana",

number = "1",

}

Relationship Patterns between Biological Information and Physical and Socioeconomic Information: The Otun River Basin in Risaralda (Colombia): The Otun River Basin in Risaralda (Colombia). / Coronel-Picón, Yulieth Rossio; Obregón-Neira, Nelson ; Jiménez-Romero, Germán Leonardo.
In: Ingenieria y Universidad, Vol. 16, No. 1, 2012, p. 265-280.

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

TY - JOUR

T1 - Relationship Patterns between Biological Information and Physical and Socioeconomic Information: The Otun River Basin in Risaralda (Colombia)

T2 - The Otun River Basin in Risaralda (Colombia)

AU - Coronel-Picón, Yulieth Rossio

AU - Obregón-Neira, Nelson

AU - Jiménez-Romero, Germán Leonardo

PY - 2012

Y1 - 2012

N2 - Biophysical and socioeconomic data were gathered at the basin of the Otun River (Colombia) and then processed with the objective of identifying relationship patterns between the two types of information. This task was carried out by using Geographic Information Systems software (ArgGis 9.1 ®), the development of a code for the assessment of relationships (Matlab 7.1®), and data mining tools based on trees; using the J-48 algorithm developed at the Waikato Environment for Knowledge Analysis (WEKA). The identification of patterns allowed concluding that, at least, three physical variables (altitude, rainfall and temperature) and a socioeconomic variable (land use) influence the presence of mammals. This information will be employed in other studies related to Decision Support Systems in the realm of management and conservation of wildlife at the basin.

AB - Biophysical and socioeconomic data were gathered at the basin of the Otun River (Colombia) and then processed with the objective of identifying relationship patterns between the two types of information. This task was carried out by using Geographic Information Systems software (ArgGis 9.1 ®), the development of a code for the assessment of relationships (Matlab 7.1®), and data mining tools based on trees; using the J-48 algorithm developed at the Waikato Environment for Knowledge Analysis (WEKA). The identification of patterns allowed concluding that, at least, three physical variables (altitude, rainfall and temperature) and a socioeconomic variable (land use) influence the presence of mammals. This information will be employed in other studies related to Decision Support Systems in the realm of management and conservation of wildlife at the basin.

KW - Data mining

KW - Decision trees

KW - Geographic information systems

KW - Otun river (Risaralda, Colombia)

UR - https://www.scopus.com/pages/publications/84863954967

UR - https://research.ebsco.com/c/cdvyf6/viewer/pdf/rt24kzirw5?route=details

M3 - Artículo

AN - SCOPUS:84863954967

SN - 0123-2126

VL - 16

SP - 265

EP - 280

JO - Ingenieria y Universidad

JF - Ingenieria y Universidad

IS - 1

ER -

Relationship Patterns between Biological Information and Physical and Socioeconomic Information: The Otun River Basin in Risaralda (Colombia): The Otun River Basin in Risaralda (Colombia)

Abstract

UN SDGs

Keywords

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