Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation
To solve the difficulty of observing the soil wetting pattern of vertical moistube irrigation, the HYDRUS-2D software is used to simulate wetting pattern data under different conditions. Based on the analysis of Origin 9.0 and summarizing the law of simulation data, an empirical model for predicting...
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2021
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oai:doaj.org-article:6f54f02ac3dd496fa9aafe8cb70704312021-11-06T07:04:44ZEstablishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation1606-97491607-079810.2166/ws.2020.326https://doaj.org/article/6f54f02ac3dd496fa9aafe8cb70704312021-02-01T00:00:00Zhttp://ws.iwaponline.com/content/21/1/331https://doaj.org/toc/1606-9749https://doaj.org/toc/1607-0798To solve the difficulty of observing the soil wetting pattern of vertical moistube irrigation, the HYDRUS-2D software is used to simulate wetting pattern data under different conditions. Based on the analysis of Origin 9.0 and summarizing the law of simulation data, an empirical model for predicting wetting pattern size is constructed, with the reliability of the model verified by experimental data. The results show that the power function is used to fit the relationship between the size of wetting pattern and irrigation time. The power function exponent has small changes in three directions (vertical upward, horizontal, and vertical downward) of the moistube. Further analysis shows that the power function coefficient is in accordance with the power function relationship with soil-saturated hydraulic conductivity, the steady permeability of the moistube, and the difference between soil-saturated moisture content and initial moisture content. The average absolute error of statistical indicators of the built model is between 0.30 and 1.42 cm, the root mean square error is between 0.42 and 1.65 cm, and the Nash–Sutcliffe efficiency coefficient is not less than 0.93. The model has a good prediction effect and can provide a scientific basis for the design, operation, and management of the moistube irrigation engineering.Yanwei FanZhiwei YangHujun WeiIWA Publishingarticlehydrus-2dpredictive modelsoilvertical moistube irrigationwetting pattern sizeWater supply for domestic and industrial purposesTD201-500River, lake, and water-supply engineering (General)TC401-506ENWater Supply, Vol 21, Iss 1, Pp 331-343 (2021) |
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hydrus-2d predictive model soil vertical moistube irrigation wetting pattern size Water supply for domestic and industrial purposes TD201-500 River, lake, and water-supply engineering (General) TC401-506 |
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hydrus-2d predictive model soil vertical moistube irrigation wetting pattern size Water supply for domestic and industrial purposes TD201-500 River, lake, and water-supply engineering (General) TC401-506 Yanwei Fan Zhiwei Yang Hujun Wei Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
description |
To solve the difficulty of observing the soil wetting pattern of vertical moistube irrigation, the HYDRUS-2D software is used to simulate wetting pattern data under different conditions. Based on the analysis of Origin 9.0 and summarizing the law of simulation data, an empirical model for predicting wetting pattern size is constructed, with the reliability of the model verified by experimental data. The results show that the power function is used to fit the relationship between the size of wetting pattern and irrigation time. The power function exponent has small changes in three directions (vertical upward, horizontal, and vertical downward) of the moistube. Further analysis shows that the power function coefficient is in accordance with the power function relationship with soil-saturated hydraulic conductivity, the steady permeability of the moistube, and the difference between soil-saturated moisture content and initial moisture content. The average absolute error of statistical indicators of the built model is between 0.30 and 1.42 cm, the root mean square error is between 0.42 and 1.65 cm, and the Nash–Sutcliffe efficiency coefficient is not less than 0.93. The model has a good prediction effect and can provide a scientific basis for the design, operation, and management of the moistube irrigation engineering. |
format |
article |
author |
Yanwei Fan Zhiwei Yang Hujun Wei |
author_facet |
Yanwei Fan Zhiwei Yang Hujun Wei |
author_sort |
Yanwei Fan |
title |
Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
title_short |
Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
title_full |
Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
title_fullStr |
Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
title_full_unstemmed |
Establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
title_sort |
establishment and verification of the prediction model of soil wetting pattern size in vertical moistube irrigation |
publisher |
IWA Publishing |
publishDate |
2021 |
url |
https://doaj.org/article/6f54f02ac3dd496fa9aafe8cb7070431 |
work_keys_str_mv |
AT yanweifan establishmentandverificationofthepredictionmodelofsoilwettingpatternsizeinverticalmoistubeirrigation AT zhiweiyang establishmentandverificationofthepredictionmodelofsoilwettingpatternsizeinverticalmoistubeirrigation AT hujunwei establishmentandverificationofthepredictionmodelofsoilwettingpatternsizeinverticalmoistubeirrigation |
_version_ |
1718443858720718848 |