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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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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. |
format | Online Article Text |
id | pubmed-4121012 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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