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Wick irrigation improves seed yield and water use efficiency in mung bean 灯芯灌溉提高绿豆种子产量和用水效率
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-16 DOI: 10.1002/ird.2924
Mansoor Rezaei, Hassan Heidari

Drought is a serious threat to crop growth, and finding new irrigation methods can save water. This study was conducted to investigate water use efficiency and seed yield in mung bean under wick irrigation. Irrigation treatments consisted of the wick irrigation method, surface irrigation (common irrigation) with water equivalent to wick irrigation, and surface irrigation with the double water use of wick irrigation. The results showed that the wick irrigation had a seed weight per plant, 100-seed weight, seed number per pod, pod number per plant, seed yield, biological yield, water use efficiency of seed, water use efficiency of biomass and net income increase of 164, 14, 28, 80, 164, 128, 164, 128 and 300%, respectively, compared to surface irrigation with an equivalent water volume of wick irrigation. Wick irrigation resulted in increases in plant height, internode length, leaf number per plant, node number per plant, branch number per plant, leaf length and leaf width of 60, 59, 65, 91, 91, 52 and 52%, respectively, compared to surface irrigation with an equivalent water volume of wick irrigation. In conclusion, the wick irrigation method, as a new method, can save water and improve seed yield and net income.

干旱严重威胁作物生长,寻找新的灌溉方法可以节约用水。本研究调查了灯芯灌溉下绿豆的用水效率和种子产量。灌溉处理包括灯芯灌溉法、与灯芯灌溉用水量相当的地表灌溉(普通灌溉)以及灯芯灌溉用水量加倍的地表灌溉。结果表明,与等量灯芯灌溉的地表灌溉相比,灯芯灌溉的单株种子重量、百粒种子重量、每荚种子数、单株荚数、种子产量、生物产量、种子用水效率、生物量用水效率和净收入分别增加了 164%、14%、28%、80%、164%、128%、164%、128%和 300%。与地表灌溉和等量灯芯灌溉相比,灯芯灌溉使株高、节间长度、单株叶片数、单株节数、单株分枝数、叶长和叶宽分别增加 60%、59%、65%、91%、91%、52% 和 52%。总之,灯芯灌溉法作为一种新方法,既能节水,又能提高种子产量和纯收入。
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引用次数: 0
Evaluating the impact of climate change on irrigation canal performance 评估气候变化对灌溉渠性能的影响
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-15 DOI: 10.1002/ird.2915
Hamideh Mohebbi, Hesam Ghodousi, Kazem Shahverdi

Irrigation canals are the main systems that convey water from sources to demand nodes. Their performance is affected by climate change. In this research, the effect of climate change on temperature and precipitation was investigated in the Aghili irrigation network over the base period 1994–2017, and the Aghili east canal performance was consequently assessed. To this end, the climate data were first assessed by the Mann–Kendall test to determine trends. Then, changes in temperature and precipitation were simulated using HadGEM2-ES in the Long Ashton Research Station Weather Generator (LARS-WG) under two representative concentration pathways (RCPs) of 2.6 and 8.5 over the periods 2021–2040 and 2041–2060. CROPWAT8 was used to calculate the crop water requirement and irrigation hydromodule, and the turnout flow in the considered canal was calculated next. Finally, the canal was simulated and assessed. The results showed that the maximum temperature, evapotranspiration and turnout flow increases are 3.7°C, 1.45 mm/day and 39 L/s, respectively, related to the base timescale. Additionally, the adequacy performance decreased to 0.768 from 0.986, leading to a maximum extra water requirement of 15.1 million m3/year in the Aghili east canal under a pessimistic scenario.

灌溉渠是将水从水源输送到需求节点的主要系统。它们的性能受到气候变化的影响。本研究调查了 1994-2017 年基期内气候变化对阿吉利灌溉网温度和降水量的影响,并对阿吉利东渠的性能进行了评估。为此,首先通过 Mann-Kendall 检验对气候数据进行评估,以确定趋势。然后,在 2021-2040 年和 2041-2060 年期间,在 2.6 和 8.5 两种代表性浓度路径(RCPs)下,使用 HadGEM2-ES 在长阿什顿研究站天气生成器(LARS-WG)中模拟温度和降水的变化。使用 CROPWAT8 计算作物需水量和灌溉水量,然后计算考虑水渠的岔流。最后,对渠道进行了模拟和评估。结果表明,与基准时间尺度相比,最高温度、蒸散量和岔道流量分别增加了 3.7°C、1.45 毫米/天和 39 升/秒。此外,充足性从 0.986 降至 0.768,在悲观情况下,阿吉利东运河的最大额外需水量为 1510 万立方米/年。
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引用次数: 0
Land suitability and crop water requirements for irrigated sugar cane in the Kuraz irrigation scheme, lower Omo basin, Ethiopia 埃塞俄比亚下奥莫河流域库拉兹灌溉计划中甘蔗灌溉的土地适宜性和作物需水量
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-11 DOI: 10.1002/ird.2920
Ayansa Teshome Gelalacha, Mesfin Mamo Haile, Abera Misgana Tolera

The assessment of land suitability is the key to sustained agricultural output. This study evaluates the suitability of land for irrigated sugar cane cultivation and crop water requirements in the Kuraz Irrigation Scheme, Ethiopia. To accomplish this, the geographic information system–analytical hierarchy process (GIS–AHP) tool combination was employed to identify land suitability classes and aid in decision-making using various factors, such as soil pH, texture, temperature, rainfall, land use–land cover and slope. The AquaCrop model simulated the current and future scenarios for biomass, canopy cover, yield, maximum evapotranspiration and evapotranspiration water productivity for sugar cane crops. AquaCrop was calibrated for irrigated sugar cane in the 2015–2016 crop season, and the results showed that most of the study area is highly suitable for sugar cane cultivation. Highly suitable areas cover 28%, moderately suitable areas 38%, marginally suitable areas 21%, and unsuitable areas 13%. The findings indicate the potential for expanding sugar cane cultivation and increasing yields and profits. However, it is crucial to consider the potential environmental degradation caused by water usage and soil degradation resulting from agricultural expansion. Furthermore, the social implications of expanding sugar cane cultivation should also be considered, including labour practices and the possible displacement of local communities.

土地适宜性评估是农业持续产出的关键。本研究评估了埃塞俄比亚库拉兹灌溉计划中灌溉甘蔗种植的土地适宜性和作物需水量。为此,采用了地理信息系统-分析层次过程(GIS-AHP)工具组合来确定土地适宜性等级,并利用土壤 pH 值、质地、温度、降雨量、土地利用-土地覆盖和坡度等各种因素辅助决策。AquaCrop 模型模拟了当前和未来甘蔗作物的生物量、冠层覆盖率、产量、最大蒸散量和蒸散水分生产率。AquaCrop 针对 2015-2016 年作物季节的灌溉甘蔗进行了校准,结果表明研究区的大部分地区非常适合甘蔗种植。高度适宜区占 28%,中度适宜区占 38%,略微适宜区占 21%,不适宜区占 13%。研究结果表明,甘蔗种植有扩大规模、提高产量和利润的潜力。然而,关键是要考虑到农业扩张可能导致的用水和土壤退化造成的环境退化。此外,还应考虑扩大甘蔗种植的社会影响,包括劳动实践和当地社区可能的流离失所。
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引用次数: 0
Land suitability for irrigation of small reservoirs using spatial techniques in the upper regions of Ghana 利用空间技术分析加纳上游地区小型水库灌溉的土地适宜性
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-08 DOI: 10.1002/ird.2913
Abdul-Ganiyu Shaibu, Prosper Kpiebaya, Eliasu Salifu, Naoko Oka

Recent climatic variations have hindered the potential of irrigation in Sub-Saharan Africa (SSA). This study presents a suitability analysis of irrigable areas for irrigation using spatial techniques. The focus of this paper was to examine regions that may be viable for irrigation for four small reservoirs constructed under the ‘One Village One Dam’ (1V1D) initiative. The thematic factors used were distance to water, soil type, soil depth, slope, pH, electrical conductivity, hydraulic conductivity, land use–land cover, organic carbon and organic matter. The land cover was classified using high-resolution imagery from SAS Planet because of the small land size. The pairwise ranking found soil type to have an overall higher weight of approximately 15% and electrical conductivity to have the lowest weight. The highly suitable areas were found very close to the dam, and the permanently not suitable areas were located at the far end of the dam. From the area computation, it was found that the highly suitable regions in Kataa, Degri, Napaadi and Zansibulga were 10.52, 55.41, 1.01 and 3.77 ha, respectively. In conclusion, it was found that the majority of irrigable land was within the marginally to highly suitable class.

近期的气候变化阻碍了撒哈拉以南非洲(SSA)的灌溉潜力。本研究利用空间技术对可灌溉区域进行了灌溉适宜性分析。本文的重点是研究在 "一村一坝"(1V1D)倡议下建造的四个小型水库的可灌溉区域。使用的专题因素包括水源距离、土壤类型、土壤深度、坡度、pH 值、导电率、导水率、土地利用-土地覆盖、有机碳和有机物。由于土地面积较小,因此使用 SAS Planet 提供的高分辨率图像对土地覆被进行了分类。成对排序发现,土壤类型的总体权重较高,约占 15%,而导电率的权重最低。高度适宜的区域位于大坝附近,而永久不适宜的区域则位于大坝远端。根据面积计算,卡塔、德格里、纳帕迪和赞西布尔加的高适宜区面积分别为 10.52 公顷、55.41 公顷、1.01 公顷和 3.77 公顷。总之,研究发现大部分可灌溉土地属于微度适宜到高度适宜的范围。
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引用次数: 0
Impact of water resources variation on winter–spring rice yield in the upper Vietnamese Mekong Delta: A case study of An Giang Province 水资源变化对越南湄公河三角洲上游地区冬春水稻产量的影响:安江省案例研究
IF 1.9 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-06 DOI: 10.1002/ird.2907
Van Huynh Thanh Pham, Van Hoa Ho, Dung Duc Tran, Tien Duy Pham, Duc Ngoc Huynh, Nguyen Xuan Quang Chau

Natural and socio-economic development under climate change has affected the distribution of surface water resources (SWRs) in many deltas worldwide. The dynamics in the SWRs has negatively impacted agricultural production, which is one of the growing issues in the Vietnamese Mekong Delta (VMD) as the national rice bowl. Our study aims to assess SWR dynamics related to its effects on rice production in the upper VMD. We applied Mann–Kendall, linear regression and Pettit tests to statistically determine trends of SWRs in terms of water level, total water volume and rainfall in 1996–2020. The findings show that high water level trends decrease significantly after 2011, and this reduction has been due to climate variability and dam development upstream of the Mekong River. Moreover, rice yield data analysis from 1996 to 2020 indicated a decreasing trend in the yield of the winter–spring rice crop in the An Phu district of An Giang Province after 2011. Our interviews with 33 water experts and 90 local farmers revealed 80% agreement that the decline in water resources has affected rice yield. This study provides empirical evidence and a platform for knowledge sharing and learning across different deltas and initiatives worldwide.

气候变化下的自然和社会经济发展影响了全球许多三角洲的地表水资源(SWR)分布。地表水资源的动态变化对农业生产产生了负面影响,这也是越南湄公河三角洲(VMD)作为全国大米产地面临的日益严重的问题之一。我们的研究旨在评估西南河谷动态对湄公河三角洲上游水稻生产的影响。我们采用 Mann-Kendall、线性回归和 Pettit 检验方法,从水位、总水量和降雨量的角度对 1996-2020 年的 SWR 变化趋势进行了统计。研究结果表明,高水位趋势在 2011 年后显著下降,而这种下降是由气候多变性和湄公河上游大坝开发造成的。此外,1996 年至 2020 年的水稻产量数据分析显示,2011 年之后,安江省安福县的冬春水稻产量呈下降趋势。我们对 33 位水利专家和 90 位当地农民进行的访谈显示,80% 的人同意水资源减少影响了水稻产量。这项研究提供了实证证据,并为全球不同三角洲和倡议之间的知识共享和学习提供了平台。
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引用次数: 0
Assessing the water use efficiency of irrigated fruit crops in semi-arid regions of Brazil using remote sensing and meteorological data 利用遥感和气象数据评估巴西半干旱地区灌溉水果作物的用水效率
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-04 DOI: 10.1002/ird.2919
Jéfferson de Oliveira Costa, Rubens Duarte Coelho, Edna Alves Guimarães, Carlos Alberto Quiloango-Chimarro, André Luís Teixeira Fernandes

The irrigated perimeter of Jaíba-MG is located in a semi-arid region of Brazil, which makes irrigation practices necessary in order to guarantee agricultural production. This need occurs in the context of limited water resources and, therefore, it is necessary to study ways to optimize water use efficiency (WUE). For this, it is necessary to obtain local and precise estimates of the crop coefficient (Kc) and the reference evapotranspiration (ET0). The objective of this study was to evaluate the water requirements and WUE of banana, lemon and mango crops in the irrigated perimeter region of Jaíba using satellite images and meteorological data. Landsat 8 satellite images from 2020 and 2021 were used to estimate the local Kc of these crops. Three methodologies for estimating local Kc were adopted: METRIC, NDVI and NDVI 2. The Kc NDVI method stood out when compared with the standard method (FAO Bulletin 56), with RMSEs of 0.11, 0.16 and 0.20 for banana, lemon and mango, respectively, showing the potential of this methodology. The overall average WUE values for banana, lemon and mango crops were 2.19, 1.58 and 1.58 kg m−3, respectively. The results could allow important advances in water management for fruit crops under semi-arid conditions.

哈伊巴-MG 灌溉区位于巴西的半干旱地区,因此有必要进行灌溉,以保证农业生产。这种需求是在水资源有限的情况下产生的,因此有必要研究如何优化用水效率(WUE)。为此,有必要对作物系数(Kc)和参考蒸散量(ET0)进行本地精确估算。本研究的目的是利用卫星图像和气象数据评估海巴周边灌溉地区香蕉、柠檬和芒果作物的需水量和水分利用效率。2020 年和 2021 年的 Landsat 8 卫星图像用于估算这些作物的当地 Kc。采用了三种估算当地 Kc 的方法:与标准方法(粮农组织第 56 号公报)相比,Kc NDVI 方法表现突出,香蕉、柠檬和芒果的均方根误差分别为 0.11、0.16 和 0.20,显示了该方法的潜力。香蕉、柠檬和芒果作物的总体平均水分利用效率值分别为 2.19、1.58 和 1.58 kg m-3。这些结果可为半干旱条件下水果作物的水分管理带来重大进展。
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引用次数: 0
Effects of different irrigation amounts and biochar application on soil physical and mechanical properties in the short term 不同灌溉量和施用生物炭对土壤物理和机械特性的短期影响
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-04 DOI: 10.1002/ird.2916
Chuan Zhang, Junan Zhou, Haofang Yan, Muhammad Akhlaq, Yuxin Ni, Run Xue, Jun Li

Biochar application, as a kind of soil amendment, significantly influences soil physical and mechanical properties. This study revealed the effects of biochar application on the physical and mechanical properties of a clay-type soil at different irrigation levels. Soil was treated with three levels of biochar application: B0 (0 t ha⁻¹), B1 (25 t ha⁻¹) and B2 (50 t ha⁻¹), and three levels of irrigation: T0 (1.2 pan evaporation Ep), T1 (1.0 Ep) and T2 (0.8 Ep). The results indicated that other treatments reduced the soil bulk density compared with the control treatment (CK) (B0T1). Compared to CK, the highest reduction in soil bulk density was 18%. Irrigation did not improve the soil bulk density and porosity at the same biochar application in the short term. Biochar enhanced the stability of the soil aggregates. Compared to CK, the largest MWD (mean weight diameter) was enhanced by 9%. The addition of biochar and decreasing irrigation could decrease soil cohesion. The addition of biochar and increasing irrigation could increase the soil internal friction angle. The soil cohesion first increased and then decreased as the soil water content increased. According to the fitting formula, the soil cohesion was found to be minimum at B2T2, which was a decrease of 39% compared to B0T1. At the same irrigation level, the soil internal friction angle decreased with increasing soil water content. Soil penetration resistance showed a decreasing trend with the application of biochar. The more irrigation there is, the larger the soil penetration resistance.

作为一种土壤改良剂,生物炭的施用对土壤的物理和力学性质有显著影响。本研究揭示了在不同灌溉水平下施用生物炭对粘土物理和机械特性的影响。对土壤进行了三种生物炭施用水平的处理:B0(0 t ha-¹)、B1(25 t ha-¹)和 B2(50 t ha-¹),以及三种灌溉水平:T0(1.2 泛蒸发 Ep)、T1(1.0 Ep)和 T2(0.8 Ep)。结果表明,与对照处理(CK)(B0T1)相比,其他处理降低了土壤容重。与 CK 相比,土壤容重最大降低了 18%。在施用相同生物炭的情况下,灌溉并没有在短期内改善土壤容重和孔隙度。生物炭提高了土壤团聚体的稳定性。与 CK 相比,最大 MWD(平均重量直径)提高了 9%。添加生物炭和减少灌溉会降低土壤的内聚力。添加生物炭和增加灌溉可增加土壤内摩擦角。随着土壤含水量的增加,土壤内聚力先增大后减小。根据拟合公式,土壤内聚力在 B2T2 时最小,与 B0T1 相比下降了 39%。在相同灌溉水平下,土壤内摩擦角随着土壤含水量的增加而减小。土壤渗透阻力随着生物炭的施用呈下降趋势。灌溉次数越多,土壤渗透阻力越大。
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引用次数: 0
Water resource management using remote sensing and coyote optimization algorithms 利用遥感和土狼优化算法进行水资源管理
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2023-12-29 DOI: 10.1002/ird.2912
Qing Hai, Lijun Zhang, Gendong Li, Majid Khayatnezhad, Sama Abdolhosseinzadeh

This paper proposes a new methodology for investigating water management options in agricultural irrigation that accounts for the heterogeneity of irrigation system characteristics and limitations in existing water resources. The process uses a random data matching method to obtain operational management methods and system features using remote sensing data and water resource management optimization to evaluate different management methods. Regional modelling was performed, using the SWAP model under deterministic–stochastic conditions. Inputs such as sowing dates, irrigation procedures, soil characteristics, groundwater depth and water quality were treated as distributed data. To estimate these data, residual minimization was used between the field-scale evapotranspiration distributions modelled in the SWAP model and two Landsat 8 ETM+ images, as well as the Surface Energy Balance Algorithm for Land (SEBAL). The investigation of water management methods using distributed data as input was performed, and optimization of water management and data assimilation was achieved by applying the improved coyote algorithm. The case study was conducted in Mashhad during the dry season of 2018–2019. The results suggest that simultaneous consideration of crop and water management methods, rather than an independent evaluation, can lead to further improvement in regional wheat yield under water shortage conditions.

本文提出了一种研究农业灌溉水资源管理方案的新方法,该方法考虑了灌溉系统特征的异质性和现有水资源的局限性。该过程采用随机数据匹配法,利用遥感数据获取运行管理方法和系统特征,并通过水资源管理优化来评估不同的管理方法。利用确定-随机条件下的 SWAP 模型进行了区域建模。播种日期、灌溉程序、土壤特性、地下水深度和水质等输入数据被视为分布式数据。为了估算这些数据,使用了 SWAP 模型中模拟的田间尺度蒸散分布与两幅 Landsat 8 ETM+ 图像以及土地表面能量平衡算法(SEBAL)之间的残差最小化方法。利用分布式数据作为输入,对水资源管理方法进行了研究,并通过应用改进的土狼算法实现了水资源管理和数据同化的优化。案例研究于 2018-2019 年旱季在马什哈德进行。结果表明,在缺水条件下,同时考虑作物和水管理方法,而不是独立评估,可进一步提高地区小麦产量。
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引用次数: 0
Exploration of the cropping pattern based on the irrigation water–energy–food and carbon emission nexus 基于灌溉水-能源-粮食与碳排放关系的种植模式探索
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2023-12-29 DOI: 10.1002/ird.2914
Jeet B. Chand, Sanjeeb Bimali

This study examined the existing cropping patterns, yield, irrigation water and energy use and carbon emission responses to explore the best cropping pattern based on the optimum water–energy–food and carbon emission nexus. The study consisted of field visits, questionnaire surveys among 510 farmers, 10 key informant interviews, one focused group discussion and subsequent analysis of collected data. The result of the research indicated that the best existing cropping pattern was rice–wheat–no crops with a net benefit of USD 491 ha⁻¹, benefit–cost ratio: 1.33, water use: 8830 m3 ha⁻¹, energy use: 43 GJ ha⁻¹ and carbon emission: 2420 kg CO2-eq ha⁻¹. This study found spring rice to be the most appropriate agricultural commodity in the third season of the crop calendar and rice–wheat–spring rice, as the recommended cropping pattern in the selected area based on maximum production: 13.3 t ha⁻¹, the largest net income: USD 668 ha⁻¹, the highest benefit-cost ratio: 1.27 and the least use of energy 802 GJ ha⁻¹ with release of

3840 kg CO2-eq ha⁻¹ of carbon. After applying the recommended cropping pattern of this study, there will be significant growth in the benefit per unit use of water and energy and a substantial reduction in carbon emission per tonne of food production.

这项研究考察了现有的种植模式、产量、灌溉用水和能源使用以及碳排放反应,以探索基于水、能源、粮食和碳排放之间最佳关系的最佳种植模式。这项研究包括实地考察、对 510 位农民进行问卷调查、10 次关键信息提供者访谈、一次重点小组讨论以及对收集到的数据进行后续分析。研究结果表明,现有的最佳种植模式是水稻-小麦-无作物,净收益为 491 美元/公顷-¹,收益成本比为 1.33,用水量为 8830 立方米/公顷-¹,净收益为 491 美元/公顷-¹:用水量:8830 立方米/公顷-¹,耗能43 GJ ha-¹,碳排放量:2420 kg CO2-eq ha-¹。这项研究发现,春稻是作物日历第三季最合适的农产品,而水稻-小麦-春稻则是所选地区根据最高产量推荐的种植模式:13.3 吨/公顷-¹,最大净收入收益成本比最高:1.27,能源消耗最少:802 千兆焦/公顷,碳排放量最少:3840 千克二氧化碳当量/公顷。采用本研究推荐的种植模式后,单位水和能源使用量的收益将显著增加,每吨粮食生产的碳排放量也将大幅减少。
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引用次数: 0
Computational fluid dynamics and artificial neural networks for modelling lined irrigation canals with low-density polyethylene and cement concrete liners 利用计算流体动力学和人工神经网络为采用低密度聚乙烯和水泥混凝土衬砌的灌溉渠建模
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2023-12-27 DOI: 10.1002/ird.2911
Mohamed Galal Eltarabily, Mohamed Kamel Elshaarawy, Mohamed Elkiki, Tarek Selim

This study numerically investigated the lining effect on the discharges and seepage losses of five reaches which belong to the El-Sont Canal, Asyut, Egypt, using FLOW-3D and Slide2 models, respectively. Two lining materials were considered, cement concrete (CC) and CC with low-density polyethylene (LDPE) film. A cost analysis was performed to explore the feasibility of the proposed lining materials. Moreover, a parametric study was conducted by the Slide2 model to investigate the effect of canal geometry and liner properties on seepage losses. An artificial neural network (ANN) model was developed based on the Slide2 model scenarios to estimate the seepage losses from lined irrigation canals. The results showed that reach the discharge calculated from the FLOW-3D model increased by 92%–97% and 149%–156%, while the calculated seepage losses from the Slide2 model decreased by 81%–87% and approximately 97% under CC and CC with LDPE film liners, respectively. Cost analysis revealed that the overall cost of CC with LDPE film was higher by 14% than CC. Relying on the importance of saving irrigation water and conveying water to the last reaches, CC with LDPE film is recommended for lining irrigation canals. A parametric study showed that the seepage losses were reduced by more than 96% when the ratio between liner and soil hydraulic conductivities was less than 0.01. A thick liner could maximally decrease the seepage losses by 68%, regardless of the canal geometry. As the developed ANN model showed a close agreement with the Slide2 results with coefficient of determination (R2) and mean squared error values of 0.99 and 0.05, respectively, the ANN model is recommended as a robust and rapid tool for estimating seepage losses from lined irrigation canals.

本研究采用 FLOW-3D 和 Slide2 模型,分别对埃及阿尤特埃尔松特运河五个河段的衬砌对排水量和渗流损失的影响进行了数值研究。研究考虑了两种衬垫材料:水泥混凝土(CC)和带低密度聚乙烯(LDPE)薄膜的水泥混凝土(CC)。对成本进行了分析,以探讨拟议衬里材料的可行性。此外,还利用 Slide2 模型进行了参数研究,以探讨运河几何形状和衬垫特性对渗流损失的影响。在 Slide2 模型的基础上开发了一个人工神经网络(ANN)模型,用于估算衬砌灌渠的渗流损失。结果显示,FLOW-3D 模型计算出的排水量分别增加了 92%-97% 和 149%-156%,而 Slide2 模型计算出的渗漏损失在 CC 和带 LDPE 薄膜衬里的 CC 条件下分别减少了 81%-87% 和约 97%。成本分析表明,使用 LDPE 膜的 CC 的总成本比 CC 高 14%。考虑到节约灌溉用水和将水输送到末梢的重要性,建议使用带 LDPE 薄膜的 CC 衬砌灌溉渠。参数研究表明,当衬垫与土壤的导水率之比小于 0.01 时,渗漏损失可减少 96% 以上。无论渠道的几何形状如何,厚衬垫可最大程度地减少 68% 的渗流损失。由于所开发的 ANN 模型与 Slide2 的结果非常吻合,判定系数(R2)和均方误差值分别为 0.99 和 0.05,因此推荐将 ANN 模型作为估算衬砌灌溉渠道渗漏损失的一种稳健而快速的工具。
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引用次数: 0
期刊
Irrigation and Drainage
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