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To Weight or Not to Weight, That Is the Question: The Design of a Composite Indicator of Landscape Fragmentation

Authors :
Andrea De Montis
Vittorio Serra
Giovanna Calia
Daniele Trogu
Antonio Ledda
Source :
Applied Sciences, Vol 11, Iss 7, p 3208 (2021)
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

Composite indicators (CIs), i.e., combinations of many indicators in a unique synthetizing measure, are useful for disentangling multisector phenomena. Prominent questions concern indicators’ weighting, which implies time-consuming activities and should be properly justified. Landscape fragmentation (LF), the subdivision of habitats in smaller and more isolated patches, has been studied through the composite index of landscape fragmentation (CILF). It was originally proposed by us as an unweighted combination of three LF indicators for the study of the phenomenon in Sardinia, Italy. In this paper, we aim at presenting a weighted release of the CILF and at developing the Hamletian question of whether weighting is worthwhile or not. We focus on the sensitivity of the composite to different algorithms combining three weighting patterns (equalization, extraction by principal component analysis, and expert judgment) and three indicators aggregation rules (weighted average mean, weighted geometric mean, and weighted generalized geometric mean). The exercise provides the reader with meaningful results. Higher sensitivity values signal that the effort of weighting leads to more informative composites. Otherwise, high robustness does not mean that weighting was not worthwhile. Weighting per se can be beneficial for more acceptable and viable decisional processes.

Details

Language :
English
ISSN :
20763417
Volume :
11
Issue :
7
Database :
Directory of Open Access Journals
Journal :
Applied Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.57d8940a83c49ac99f0a952774113d8
Document Type :
article
Full Text :
https://doi.org/10.3390/app11073208