Simulation of soil water and nitrate transport in wheat field under various nitrogen fertilizer rates and rainfed conditions using HYDRUS-1D

IF 1.4 Q4 SOIL SCIENCE Soil Science Annual Pub Date : 2023-03-07 DOI:10.37501/soilsa/161944
Abdelhakim Lahjouj, A. El Hmaidi, Boufala M'hamed, Bouhafa Karima
{"title":"Simulation of soil water and nitrate transport in wheat field under various nitrogen fertilizer rates and rainfed conditions using HYDRUS-1D","authors":"Abdelhakim Lahjouj, A. El Hmaidi, Boufala M'hamed, Bouhafa Karima","doi":"10.37501/soilsa/161944","DOIUrl":null,"url":null,"abstract":"In this study, we used HYDRUS-1D software to simulate soil water and nitrate (NO 3 -N) transport in a rainfed wheat fi eld under various nitrogen (N) fertilizer scenarios (0 to 126 kg ha –1 ) in Mo-rocco. We used inverse modeling to calibrate the input parameters involved in the simulation. The comparison between simulated and measured soil water (SWC) and NO 3 -N contents at different soil layers was carried out using the index of agreement ( d ), determination coe ffi cient ( R 2 ), RMSE , and MAE . By considering the soil pro fi le (0–100 cm), acceptable SWC simulation accuracies were obtained for the calibration and validation steps ( d =0.88–0.94, R 2 =0.67 to 0.80, RMSE =0.034–0.051 cm 3 cm –3 , and MAE =0.024–0.038 cm 3 cm –3 ), while NO 3 -N simulation was less accurate ( d =0.49–0.82, R 2 =0.20–0.58, RMSE =0.015–0.068 mg cm –3 , and MAE =0.012–0.046 mg cm –3 ). In addition, the observed NO 3 -N contents showed a lack of signi fi cant differences in the root zone (20–100 cm) between N fertilizer rates (p>0.05), which was consistent with the lack of N fertilizer effects on simulated NO 3 -N leaching below the soil pro fi le by HYDRUS-1D. The NO 3 -N leached amount accounted for 25 kg ha –1 and was derived mainly from the initial soil N contents. The simulated N balance of the soil pro fi le revealed that volatilization and denitri fi cation were the major pathways of N fertilizer loss, accounting for about 3.8 and 51.7% of the N fertilizer rates, respectively. We suggest further studies to improve the simulation accuracies of HYDRUS-1D using su ffi cient calibration data from long-term wheat experiments to ensure effective N fertilization management in the study area.","PeriodicalId":44772,"journal":{"name":"Soil Science Annual","volume":"75 1","pages":""},"PeriodicalIF":1.4000,"publicationDate":"2023-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Soil Science Annual","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37501/soilsa/161944","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"SOIL SCIENCE","Score":null,"Total":0}
引用次数: 0

Abstract

In this study, we used HYDRUS-1D software to simulate soil water and nitrate (NO 3 -N) transport in a rainfed wheat fi eld under various nitrogen (N) fertilizer scenarios (0 to 126 kg ha –1 ) in Mo-rocco. We used inverse modeling to calibrate the input parameters involved in the simulation. The comparison between simulated and measured soil water (SWC) and NO 3 -N contents at different soil layers was carried out using the index of agreement ( d ), determination coe ffi cient ( R 2 ), RMSE , and MAE . By considering the soil pro fi le (0–100 cm), acceptable SWC simulation accuracies were obtained for the calibration and validation steps ( d =0.88–0.94, R 2 =0.67 to 0.80, RMSE =0.034–0.051 cm 3 cm –3 , and MAE =0.024–0.038 cm 3 cm –3 ), while NO 3 -N simulation was less accurate ( d =0.49–0.82, R 2 =0.20–0.58, RMSE =0.015–0.068 mg cm –3 , and MAE =0.012–0.046 mg cm –3 ). In addition, the observed NO 3 -N contents showed a lack of signi fi cant differences in the root zone (20–100 cm) between N fertilizer rates (p>0.05), which was consistent with the lack of N fertilizer effects on simulated NO 3 -N leaching below the soil pro fi le by HYDRUS-1D. The NO 3 -N leached amount accounted for 25 kg ha –1 and was derived mainly from the initial soil N contents. The simulated N balance of the soil pro fi le revealed that volatilization and denitri fi cation were the major pathways of N fertilizer loss, accounting for about 3.8 and 51.7% of the N fertilizer rates, respectively. We suggest further studies to improve the simulation accuracies of HYDRUS-1D using su ffi cient calibration data from long-term wheat experiments to ensure effective N fertilization management in the study area.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用HYDRUS-1D模拟不同氮肥施用量和雨养条件下麦田土壤水分和硝酸盐运移
本研究采用HYDRUS-1D软件模拟Mo-rocco不同氮肥方案(0 ~ 126 kg ha -1)下旱作麦田土壤水分和硝态氮(NO 3 -N)的运移。我们使用逆建模来校准仿真中涉及的输入参数。采用一致性指数(d)、测定系数(r2)、RMSE和MAE对不同土层土壤水分(SWC)和NO 3 -N含量的模拟值与实测值进行比较。考虑土壤剖面(0 ~ 100 cm),校准和验证步骤的SWC模拟精度可接受(d =0.88 ~ 0.94, r2 =0.67 ~ 0.80, RMSE =0.034 ~ 0.051 cm ~ 3 cm ~ 3, MAE =0.024 ~ 0.038 cm ~ 3 cm ~ 3),而no3 -N模拟精度较低(d =0.49 ~ 0.82, r2 =0.20 ~ 0.58, RMSE =0.015 ~ 0.068 mg cm ~ 3, MAE =0.012 ~ 0.046 mg cm ~ 3)。此外,在根区(20 ~ 100 cm)不同施氮量间no3 -N含量无显著差异(p>0.05),这与HYDRUS-1D模拟土壤剖面下no3 -N淋溶过程中无施氮效应一致。硝态氮的淋滤量为25 kg ha -1,主要来源于土壤初始氮含量。土壤氮素平衡模拟结果表明,挥发和反硝化是氮肥损失的主要途径,分别占氮肥损失率的3.8%和51.7%。建议进一步研究利用长期小麦试验数据,提高HYDRUS-1D的模拟精度,确保研究区氮肥的有效管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Soil Science Annual
Soil Science Annual SOIL SCIENCE-
CiteScore
2.50
自引率
6.70%
发文量
0
审稿时长
29 weeks
期刊介绍: Soil Science Annual journal is a continuation of the “Roczniki Gleboznawcze” – the journal of the Polish Society of Soil Science first published in 1950. Soil Science Annual is a quarterly devoted to a broad spectrum of issues relating to the soil environment. From 2012, the journal is published in the open access system by the Sciendo (De Gruyter).
期刊最新文献
The influence of geological formations on soil characteristics and quality in the southeast region of Pacitan Regency, Indonesia Study on the physical properties of a forest Glossic Retisol developed from loess in the Lublin Upland, SE Poland Luvisols as a habitat for larch stands: a case study from the Miechowska Upland, S Poland Application of portable colorimeter for identification of mollic horizon and mollic-based soil groups Evaluating potential of municipal sewage sludge for agricultural use
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1