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Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System

We investigated eleven particle-size distribution (PSD) models to determine the appropriate models for describing the PSDs of 16349 Chinese soil samples. These data are based on three soil texture classification schemes, including one ISSS (International Society of Soil Science) scheme with four dat...

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Autores principales: Shangguan, Wei, Dai, YongJiu, García-Gutiérrez, Carlos, Yuan, Hua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4121012/
https://www.ncbi.nlm.nih.gov/pubmed/25121108
http://dx.doi.org/10.1155/2014/109310
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author Shangguan, Wei
Dai, YongJiu
García-Gutiérrez, Carlos
Yuan, Hua
author_facet Shangguan, Wei
Dai, YongJiu
García-Gutiérrez, Carlos
Yuan, Hua
author_sort Shangguan, Wei
collection PubMed
description We investigated eleven particle-size distribution (PSD) models to determine the appropriate models for describing the PSDs of 16349 Chinese soil samples. These data are based on three soil texture classification schemes, including one ISSS (International Society of Soil Science) scheme with four data points and two Katschinski's schemes with five and six data points, respectively. The adjusted coefficient of determination r (2), Akaike's information criterion (AIC), and geometric mean error ratio (GMER) were used to evaluate the model performance. The soil data were converted to the USDA (United States Department of Agriculture) standard using PSD models and the fractal concept. The performance of PSD models was affected by soil texture and classification of fraction schemes. The performance of PSD models also varied with clay content of soils. The Anderson, Fredlund, modified logistic growth, Skaggs, and Weilbull models were the best.
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spelling pubmed-41210122014-08-12 Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System Shangguan, Wei Dai, YongJiu García-Gutiérrez, Carlos Yuan, Hua ScientificWorldJournal Research Article We investigated eleven particle-size distribution (PSD) models to determine the appropriate models for describing the PSDs of 16349 Chinese soil samples. These data are based on three soil texture classification schemes, including one ISSS (International Society of Soil Science) scheme with four data points and two Katschinski's schemes with five and six data points, respectively. The adjusted coefficient of determination r (2), Akaike's information criterion (AIC), and geometric mean error ratio (GMER) were used to evaluate the model performance. The soil data were converted to the USDA (United States Department of Agriculture) standard using PSD models and the fractal concept. The performance of PSD models was affected by soil texture and classification of fraction schemes. The performance of PSD models also varied with clay content of soils. The Anderson, Fredlund, modified logistic growth, Skaggs, and Weilbull models were the best. Hindawi Publishing Corporation 2014 2014-07-07 /pmc/articles/PMC4121012/ /pubmed/25121108 http://dx.doi.org/10.1155/2014/109310 Text en Copyright © 2014 Wei Shangguan et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Shangguan, Wei
Dai, YongJiu
García-Gutiérrez, Carlos
Yuan, Hua
Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System
title Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System
title_full Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System
title_fullStr Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System
title_full_unstemmed Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System
title_short Particle-Size Distribution Models for the Conversion of Chinese Data to FAO/USDA System
title_sort particle-size distribution models for the conversion of chinese data to fao/usda system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4121012/
https://www.ncbi.nlm.nih.gov/pubmed/25121108
http://dx.doi.org/10.1155/2014/109310
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