Mapping water chemical variables with spatially correlated errors

Basit Öğe Kaydı
dc.authoridDag, Ahmet/0000-0003-4628-5067
dc.authoridTutmez, Bulent/0000-0002-2618-3285
dc.authorwosidTutmez, Bulent/ABG-8630-2020
dc.authorwosidDag, Ahmet/B-4046-2008
dc.contributor.authorTutmez, Bulent
dc.contributor.authorDag, Ahmet
dc.date.accessioned2024-08-04T20:37:27Z
dc.date.available2024-08-04T20:37:27Z
dc.date.issued2013
dc.departmentİnönü Üniversitesien_US
dc.description.abstractOne of the most important considerations in many environmental studies is need to allow for correlations among the variables. Monitoring and analyzing relationships between chemical environmental parameters using spatial correlation based regression modelling is the main motivation of this applied study. For this purpose, some noticeable environmental parameters of data sets obtained from two lakes have been considered and the concentrations of chemical variables such as cadmium and nitrate have been appraised by a regression-based geostatistical methodology. The modelling procedure consists of two stages. In the first stage, spatial variables are analyzed via multi-linear regression and some relationships are provided. Next, by using the spatial auto-correlations of the residuals, a type of regression-based kriging procedure is applied. The capacity of the model for appraising the water chemical variables is also tested and performance comparisons with ordinary kriging are conducted. Finally, the applications showed that analyzing water chemical variables with spatially correlated errors is a convenient and applicable approach for assessing the environmental systems.en_US
dc.identifier.doi10.1007/s10651-012-0205-4
dc.identifier.endpage35en_US
dc.identifier.issn1352-8505
dc.identifier.issn1573-3009
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84874795473en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage19en_US
dc.identifier.urihttps://doi.org/10.1007/s10651-012-0205-4
dc.identifier.urihttps://hdl.handle.net/11616/95980
dc.identifier.volume20en_US
dc.identifier.wosWOS:000316013600002en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofEnvironmental and Ecological Statisticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectChemical variableen_US
dc.subjectErroren_US
dc.subjectKrigingen_US
dc.subjectRegressionen_US
dc.subjectSpatial correlationen_US
dc.subjectWateren_US
dc.titleMapping water chemical variables with spatially correlated errorsen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu