Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain

Detalhes bibliográficos
Autor(a) principal: Fernández,Manuel Pulido
Data de Publicação: 2020
Outros Autores: Keshavarzi,Ali, Rodrigo-Comino,Jesús, Schnabel,Susanne, Contador,Joaquín Francisco Lavado, Gutiérrez,Álvaro Gómez, Parra,Francisco Javier Lozano, González,Jesús Barrena, Torreño,Alberto Alfonso, Cerdà,Artemi
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Brasileira de Ciência do Solo (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832020000100525
Resumo: ABSTRACT The drawing of maps of soil quality at a large scale is increasingly being more useful to land planners and stakeholders. Nevertheless, it involves different methodological steps from the description of soil profiles in the field until the regional mapping of integrative soil quality index (IQI) values. The development of proper scoring functions is a paramount task for the calculation of these IQI values since every parameter needs to be standardized accordingly and weighting factors are usually estimated by multivariate techniques. The main goal of this study was to map soil quality in the Spanish region of Extremadura (commonly known by its rangelands called dehesas). To do that, i) we gathered information from 194 soil profiles described throughout the region, ii) we calculated the weighting factors of ten meaningful parameters used as indicators by using multivariate techniques (Principal Component Analysis, PCA; and Analytic Hierarchy Process, AHP), and iii) we developed standard scoring functions (SSFs) that represent the singularity of every variable (less is better, more is better). We established upper and lower limits for standardizing the values of each indicator properly. Regarding weighting factors, soil texture was highlighted by the PCA and nutrients by the AHP. Once IQI values were calculated, two regional maps of soil quality were drawn by using interpolation methods (ordinary kriging). The IQI maps showed remarkable spatial differences in soil quality presumably induced by land management. We conclude this methodology could be useful and we encourage other colleagues to test its effectiveness in places where soil data are available.
id SBCS-1_ab2db368963c3a0406b0586c82e576b2
oai_identifier_str oai:scielo:S0100-06832020000100525
network_acronym_str SBCS-1
network_name_str Revista Brasileira de Ciência do Solo (Online)
repository_id_str
spelling Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spainintegrative quality indexweightingsoil profilesdehesasExtremaduraABSTRACT The drawing of maps of soil quality at a large scale is increasingly being more useful to land planners and stakeholders. Nevertheless, it involves different methodological steps from the description of soil profiles in the field until the regional mapping of integrative soil quality index (IQI) values. The development of proper scoring functions is a paramount task for the calculation of these IQI values since every parameter needs to be standardized accordingly and weighting factors are usually estimated by multivariate techniques. The main goal of this study was to map soil quality in the Spanish region of Extremadura (commonly known by its rangelands called dehesas). To do that, i) we gathered information from 194 soil profiles described throughout the region, ii) we calculated the weighting factors of ten meaningful parameters used as indicators by using multivariate techniques (Principal Component Analysis, PCA; and Analytic Hierarchy Process, AHP), and iii) we developed standard scoring functions (SSFs) that represent the singularity of every variable (less is better, more is better). We established upper and lower limits for standardizing the values of each indicator properly. Regarding weighting factors, soil texture was highlighted by the PCA and nutrients by the AHP. Once IQI values were calculated, two regional maps of soil quality were drawn by using interpolation methods (ordinary kriging). The IQI maps showed remarkable spatial differences in soil quality presumably induced by land management. We conclude this methodology could be useful and we encourage other colleagues to test its effectiveness in places where soil data are available.Sociedade Brasileira de Ciência do Solo2020-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832020000100525Revista Brasileira de Ciência do Solo v.44 2020reponame:Revista Brasileira de Ciência do Solo (Online)instname:Sociedade Brasileira de Ciência do Solo (SBCS)instacron:SBCS10.36783/18069657rbcs20200090info:eu-repo/semantics/openAccessFernández,Manuel PulidoKeshavarzi,AliRodrigo-Comino,JesúsSchnabel,SusanneContador,Joaquín Francisco LavadoGutiérrez,Álvaro GómezParra,Francisco Javier LozanoGonzález,Jesús BarrenaTorreño,Alberto AlfonsoCerdà,Artemieng2020-11-06T00:00:00Zoai:scielo:S0100-06832020000100525Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=0100-0683&lng=es&nrm=isohttps://old.scielo.br/oai/scielo-oai.php||sbcs@ufv.br1806-96570100-0683opendoar:2020-11-06T00:00Revista Brasileira de Ciência do Solo (Online) - Sociedade Brasileira de Ciência do Solo (SBCS)false
dc.title.none.fl_str_mv Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
title Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
spellingShingle Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
Fernández,Manuel Pulido
integrative quality index
weighting
soil profiles
dehesas
Extremadura
title_short Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
title_full Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
title_fullStr Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
title_full_unstemmed Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
title_sort Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
author Fernández,Manuel Pulido
author_facet Fernández,Manuel Pulido
Keshavarzi,Ali
Rodrigo-Comino,Jesús
Schnabel,Susanne
Contador,Joaquín Francisco Lavado
Gutiérrez,Álvaro Gómez
Parra,Francisco Javier Lozano
González,Jesús Barrena
Torreño,Alberto Alfonso
Cerdà,Artemi
author_role author
author2 Keshavarzi,Ali
Rodrigo-Comino,Jesús
Schnabel,Susanne
Contador,Joaquín Francisco Lavado
Gutiérrez,Álvaro Gómez
Parra,Francisco Javier Lozano
González,Jesús Barrena
Torreño,Alberto Alfonso
Cerdà,Artemi
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Fernández,Manuel Pulido
Keshavarzi,Ali
Rodrigo-Comino,Jesús
Schnabel,Susanne
Contador,Joaquín Francisco Lavado
Gutiérrez,Álvaro Gómez
Parra,Francisco Javier Lozano
González,Jesús Barrena
Torreño,Alberto Alfonso
Cerdà,Artemi
dc.subject.por.fl_str_mv integrative quality index
weighting
soil profiles
dehesas
Extremadura
topic integrative quality index
weighting
soil profiles
dehesas
Extremadura
description ABSTRACT The drawing of maps of soil quality at a large scale is increasingly being more useful to land planners and stakeholders. Nevertheless, it involves different methodological steps from the description of soil profiles in the field until the regional mapping of integrative soil quality index (IQI) values. The development of proper scoring functions is a paramount task for the calculation of these IQI values since every parameter needs to be standardized accordingly and weighting factors are usually estimated by multivariate techniques. The main goal of this study was to map soil quality in the Spanish region of Extremadura (commonly known by its rangelands called dehesas). To do that, i) we gathered information from 194 soil profiles described throughout the region, ii) we calculated the weighting factors of ten meaningful parameters used as indicators by using multivariate techniques (Principal Component Analysis, PCA; and Analytic Hierarchy Process, AHP), and iii) we developed standard scoring functions (SSFs) that represent the singularity of every variable (less is better, more is better). We established upper and lower limits for standardizing the values of each indicator properly. Regarding weighting factors, soil texture was highlighted by the PCA and nutrients by the AHP. Once IQI values were calculated, two regional maps of soil quality were drawn by using interpolation methods (ordinary kriging). The IQI maps showed remarkable spatial differences in soil quality presumably induced by land management. We conclude this methodology could be useful and we encourage other colleagues to test its effectiveness in places where soil data are available.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832020000100525
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-06832020000100525
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.36783/18069657rbcs20200090
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Ciência do Solo
publisher.none.fl_str_mv Sociedade Brasileira de Ciência do Solo
dc.source.none.fl_str_mv Revista Brasileira de Ciência do Solo v.44 2020
reponame:Revista Brasileira de Ciência do Solo (Online)
instname:Sociedade Brasileira de Ciência do Solo (SBCS)
instacron:SBCS
instname_str Sociedade Brasileira de Ciência do Solo (SBCS)
instacron_str SBCS
institution SBCS
reponame_str Revista Brasileira de Ciência do Solo (Online)
collection Revista Brasileira de Ciência do Solo (Online)
repository.name.fl_str_mv Revista Brasileira de Ciência do Solo (Online) - Sociedade Brasileira de Ciência do Solo (SBCS)
repository.mail.fl_str_mv ||sbcs@ufv.br
_version_ 1752126522664157184