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Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology
Straw mulching is an effective conservation tillage tool that utilizes waste resources and reduces environmental pollution. To determine the optimal levels of quality, placement and quantity of straw mulching, we performed a field experiment that used the Box–Behnken design combined with response su...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030184/ https://www.ncbi.nlm.nih.gov/pubmed/29968765 http://dx.doi.org/10.1038/s41598-018-28345-6 |
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author | Song, Dagang Pan, Kaiwen Zhang, Aiping Wu, Xiaogang Tariq, Akash Chen, Wenkai Li, Zilong Sun, Feng Sun, Xiaoming Olatunji, Olusanya Abiodun Zhang, Lin |
author_facet | Song, Dagang Pan, Kaiwen Zhang, Aiping Wu, Xiaogang Tariq, Akash Chen, Wenkai Li, Zilong Sun, Feng Sun, Xiaoming Olatunji, Olusanya Abiodun Zhang, Lin |
author_sort | Song, Dagang |
collection | PubMed |
description | Straw mulching is an effective conservation tillage tool that utilizes waste resources and reduces environmental pollution. To determine the optimal levels of quality, placement and quantity of straw mulching, we performed a field experiment that used the Box–Behnken design combined with response surface methodology. The treatments designed for walnut saplings (Juglans regia) considered three independent variables: quality, placement, and quantity of straw mulching. Tree height of walnut saplings (THW) and net photosynthesis rate (NPR) were used as the response variables in a full, quadratic polynomial model. Analysis of variance (ANOVA) results showed that the selected models were significant (P < 0.05), expressing ideal relationships between the independent and dependent variables (R(2) ≥ 0.9225). The optimum conditions for the THW and NPR responses were determined to be a straw mulching quality which mixed rice and rapeseed straws, a straw mulching placement which covered the entire soil surface of experimental plots, and a straw mulching quantity applied as 3 kg/m(2) (i.e., the low level). This optimized scheme of straw mulching combinations offers an alternate choice for optimizing the growth and potential yield of walnut saplings, but practical field experiments should also be carried out to obtain more site-specific results. |
format | Online Article Text |
id | pubmed-6030184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60301842018-07-11 Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology Song, Dagang Pan, Kaiwen Zhang, Aiping Wu, Xiaogang Tariq, Akash Chen, Wenkai Li, Zilong Sun, Feng Sun, Xiaoming Olatunji, Olusanya Abiodun Zhang, Lin Sci Rep Article Straw mulching is an effective conservation tillage tool that utilizes waste resources and reduces environmental pollution. To determine the optimal levels of quality, placement and quantity of straw mulching, we performed a field experiment that used the Box–Behnken design combined with response surface methodology. The treatments designed for walnut saplings (Juglans regia) considered three independent variables: quality, placement, and quantity of straw mulching. Tree height of walnut saplings (THW) and net photosynthesis rate (NPR) were used as the response variables in a full, quadratic polynomial model. Analysis of variance (ANOVA) results showed that the selected models were significant (P < 0.05), expressing ideal relationships between the independent and dependent variables (R(2) ≥ 0.9225). The optimum conditions for the THW and NPR responses were determined to be a straw mulching quality which mixed rice and rapeseed straws, a straw mulching placement which covered the entire soil surface of experimental plots, and a straw mulching quantity applied as 3 kg/m(2) (i.e., the low level). This optimized scheme of straw mulching combinations offers an alternate choice for optimizing the growth and potential yield of walnut saplings, but practical field experiments should also be carried out to obtain more site-specific results. Nature Publishing Group UK 2018-07-03 /pmc/articles/PMC6030184/ /pubmed/29968765 http://dx.doi.org/10.1038/s41598-018-28345-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Song, Dagang Pan, Kaiwen Zhang, Aiping Wu, Xiaogang Tariq, Akash Chen, Wenkai Li, Zilong Sun, Feng Sun, Xiaoming Olatunji, Olusanya Abiodun Zhang, Lin Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology |
title | Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology |
title_full | Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology |
title_fullStr | Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology |
title_full_unstemmed | Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology |
title_short | Optimization of growth and production parameters of walnut (Juglans regia) saplings with response surface methodology |
title_sort | optimization of growth and production parameters of walnut (juglans regia) saplings with response surface methodology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030184/ https://www.ncbi.nlm.nih.gov/pubmed/29968765 http://dx.doi.org/10.1038/s41598-018-28345-6 |
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