Publications
>
Article

Classification of Spanish ports using cluster analysis

Publicated to:Informes De La Construccion. 71 (554): - 2019-01-01 71(554), DOI: 10.3989/ic.61806

Authors: Camarero A; Camarero A; Cerbán M; Turias I; González-Cancelas N

Affiliations

Abstract

© 2019 CSIC. The Spanish port system is extremely complex and admits the study from many points of view. In this article the ports are studied from the point of view of classification in clusters according to their external characteristics. For this purpose, indicators have been used that reflect the port activity and have been applied on the 28 Spanish Port Authorities. With these indicators, a specific methodology has been applied through the analysis of clusters (cluster) to find out which clusters are produced. The cluster analysis is complemented by other analyzes (main components, multivariate analysis and individual indicators) to know which indicators are the most relevant in clusters and how they behave. The final results obtained show that this type of statistical studies are appropriate to be carried out in the port environment and that the groupings correctly reflect the port reality.

Keywords

ClassificationClusterIndicatorsMethodologyPortSystems

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Informes De La Construccion due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2019, it was in position , thus managing to position itself as a Q2 (Segundo Cuartil), in the category Architecture. Notably, the journal is positioned en el Cuartil Q4 for the agency WoS (JCR) in the category Construction & Building Technology.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-06-08:

  • Google Scholar: 4
  • Scopus: 6
  • OpenCitations: 1

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-08:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 14 (PlumX).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Additionally, the work has been submitted to a journal classified as Diamond in relation to this type of editorial policy.

Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (CAMARERO ORIVE, ALBERTO) .