Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , |
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. |
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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 |