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Multiobjective Optimization of the Operation of Multireservoir Systems With the Approach of Supplying the Environmental Flow of the Bakhtegan Wetland 巴赫特干湿地环境流量补给方法下多水库系统运行多目标优化
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-08 DOI: 10.1002/ird.70022
Maryam Akbarichegeni, Ahmad Rajabi, Saeid Shabanlou, Behrouz Yaghoubi, Fariborz Yosefvand

The development of a coupled simulator–optimizer model for planning and appropriate management of resource allocation and usage of the Bakhtegan basin and its wetland is the aim of this study. The objective of this study is to examine whether the multiobjective reptile search algorithm (MORSA) can be used to improve the environmental conditions of the Bakhtegan wetland. A prepared model is created for the next 30 years under the heading of the ‘reference scenario’ on the basis of the existing circumstances. Another management scenario—system optimization—is carried out with MORSA's assistance to attain the system's optimal performance. According to the results, the average amount of water released annually for environmental purposes in the reference scenario (Ref) is approximately 284.5 million cubic meters, whereas the flow release volume in the system optimization (Opt) scenario is 1.48 times greater than that in the reference scenario. In addition to meeting the environmental demands in the system optimization scenario, the percentage of meeting other demands is acceptable. In the reference scenario, over the 30-year period, in a number of months (especially in low water years), the percentage of meeting demands was less than 40%, whereas in the system optimization scenario, it reached approximately 70%.

本研究的目的是建立一个耦合的模拟器-优化器模型,以规划和适当管理巴赫特干盆地及其湿地的资源配置和利用。本研究的目的是研究多目标爬行动物搜索算法(MORSA)是否可以用于改善巴赫特干湿地的环境条件。在“参考情景”的标题下,根据现有情况为今后30年创建了一个准备好的模型。另一个管理场景-系统优化-在MORSA的协助下进行,以达到系统的最佳性能。结果表明,参考情景(Ref)的年平均环境放水量约为2.845亿立方米,而系统优化情景(Opt)的流量放水量是参考情景的1.48倍。除满足系统优化场景中的环境需求外,满足其他需求的百分比是可以接受的。在参考方案中,在30年的时间里,在一些月份(特别是在低潮年),满足需求的百分比不到40%,而在系统优化方案中,满足需求的百分比达到了大约70%。
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引用次数: 0
Seeds of Transformation: Assessing Farmers' Preferences and Intentions for Improving Agricultural Water-Saving Irrigation Facilities 转型的种子:评估农民改善农业节水灌溉设施的偏好和意图
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-04 DOI: 10.1002/ird.70030
Lan Mu, Xuanwen Zeng, Chuanzhen Zhang, Renjie Ma, Ying Li, Qiongyao Wang

Promoting the enhancement of water-saving irrigation facilities (WSIFs) within rural communities holds significant practical relevance in addressing agricultural water shortages. Utilizing survey data obtained from 495 farm households within the Wei River Basin in China, this study employs a choice experiment approach that incorporates the extended theory of planned behaviour (TPB) to investigate the willingness of farmers to advance WSIFs. The findings reveal a strong inclination among farmers towards WSIFs progression, with an average willingness-to-pay (WTP) of 2877.3 CNY per hectare per year. Significant heterogeneity in farmers' WSIFs preferences is evident, with a notable emphasis on land quality. Conversely, water quality, farmers' income and technical guidance/training have associated WTP values of 370.65, 697.05 and 699.6 CNY/ha/year, respectively. In our further TPB path analysis, factors such as attitudes, subjective norms, perceived behaviour control, knowledge and risk perception emerged as explanatory factors for farmers' intentions to transform their behaviour. Heterogeneity analysis indicates that those predominantly engaged in cash-crop cultivation, actively utilizing WSIFs and exhibiting high TPB scores tend to display a heightened inclination towards WSIFs and higher WTP. The findings of this study may offer essential insights and feasible guidance for refining policies that promote WSIFs.

促进农村社区内节水灌溉设施的加强对解决农业用水短缺具有重要的实际意义。本研究利用中国渭河流域495户农户的调查数据,采用结合扩展计划行为理论(TPB)的选择实验方法,调查农户推进WSIFs的意愿。调查结果显示,农民对WSIFs的发展有强烈的倾向,平均支付意愿(WTP)为每年每公顷2877.3元人民币。农民对WSIFs偏好的显著异质性是显而易见的,特别是对土地质量的重视。反之,水质、农民收入和技术指导/培训的WTP值分别为370.65、697.05和699.6元/公顷/年。在我们进一步的TPB路径分析中,态度、主观规范、感知行为控制、知识和风险感知等因素成为农民行为转变意图的解释因素。异质性分析表明,以经济作物种植为主、积极利用WSIFs、TPB得分较高的农户倾向于WSIFs和更高的WTP。本研究结果可能为完善促进WSIFs的政策提供重要的见解和可行的指导。
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引用次数: 0
Spatial and Temporal Trend Analysis of Groundwater Depth and Salinity Using Geostatistics Integrated With GIS in the Koprucay Irrigation System in Antalya, Turkey 基于GIS的土耳其安塔利亚Koprucay灌溉系统地下水深度和盐度时空趋势分析
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-04 DOI: 10.1002/ird.70031
Bekir Sitki Karatas, Bilgehan Cetinkaya, Bekir Cengil

Monitoring the spatiotemporal variations in groundwater parameters is essential for the effective management of water resources in irrigated agricultural regions. This study aims to evaluate the spatiotemporal changes in groundwater depth (GD) and salinity (EC) within the command area of the Koprucay Irrigation System via geostatistical methods integrated with geographic information systems. Trend analyses of the GD and EC values were conducted via the Mann–Kendall test. Our results revealed that the slope of the GD trend exhibited an increasing trend across nearly the entire area. Conversely, concerning the initial value of the trend slope, the entire study area was identified as falling within the ‘risky’ range. Furthermore, the slope of the EC trend demonstrated an increasing trend in only 16% of the study area. In terms of the initial value of the EC trend slope, it was determined that ‘risky’ areas are restricted to a narrow section. These results were probably because the irrigation system was an open channel network and that surface irrigation methods were still dominant in the region. In conclusion, the study highlights significant spatial disparities and temporal trends in GD and EC, underscoring the need for region-specific management strategies.

监测地下水参数的时空变化对灌区水资源的有效管理至关重要。本研究旨在利用地理信息系统与地统计学方法相结合的方法,评价科普鲁凯灌溉系统指挥区内地下水深度(GD)和盐度(EC)的时空变化。通过Mann-Kendall检验对GD和EC值进行趋势分析。结果表明,在几乎整个区域内,GD趋势斜率呈增大趋势。相反,关于趋势斜率的初始值,整个研究区域被确定为落在“危险”范围内。此外,只有16%的研究区域的EC趋势斜率呈增加趋势。根据EC趋势斜率的初始值,确定“危险”区域仅限于一个狭窄的区域。这些结果可能是由于灌溉系统是一个开放的渠道网络,地面灌溉方式在该地区仍然占主导地位。最后,该研究强调了gdp和EC的显著空间差异和时间趋势,强调了制定区域特定管理战略的必要性。
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引用次数: 0
Effect of Dew Irrigation on Biomass Production in Wheat and Chickpea 露水灌溉对小麦和鹰嘴豆生物量产量的影响
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-03 DOI: 10.1002/ird.70029
Sargol Hosseini, Hassan Heidari, Mohammad Eghbal Ghobadi, Iraj Nosratti

One of the new water sources is dew. To address this issue, two separate pot experiments were designed to evaluate the effects of dew irrigation on the seed germination and vegetative growth of wheat and chickpea. The irrigation treatments included a control group (non-irrigation) and dew irrigation in the seed germination experiment. In the vegetative growth experiment, the irrigation treatments included dew irrigation and conventional irrigation. The results revealed that dew irrigation resulted in impressive seed germination rates, reaching 91% for wheat and 61% for chickpea, whereas none of the seeds in the non-irrigated control group germinated. In the case of chickpea, compared with dew irrigation, conventional irrigation resulted in greater values for stem dry weight (0.14 vs. 0.12 mg), leaf dry weight (0.083 vs. 0.013 mg), total dry weight (0.26 vs. 0.20 mg) and leaf to stem ratio (0.87 vs. 0.72 mg). For wheat, there was no significant difference between conventional irrigation and dew irrigation concerning the early growth parameters measured. In conclusion, dew irrigation is a viable strategy for facilitating the germination and vegetative growth of both wheat and chickpea, offering a promising approach to alleviate the impact of drought.

露水是一种新的水源。为了解决这一问题,设计了两个独立的盆栽试验,研究了露水灌溉对小麦和鹰嘴豆种子萌发和营养生长的影响。在种子萌发试验中,灌溉处理分为对照组(不灌溉)和露水灌溉。在营养生长试验中,灌溉处理包括露水灌溉和常规灌溉。结果表明,露水灌溉能显著提高小麦和鹰嘴豆的种子发芽率,分别达到91%和61%,而未灌溉对照组的种子均未萌发。以鹰嘴豆为例,与露水灌溉相比,常规灌溉的茎干重(0.14 vs. 0.12 mg)、叶干重(0.083 vs. 0.013 mg)、总干重(0.26 vs. 0.20 mg)和叶茎比(0.87 vs. 0.72 mg)均高于常规灌溉。对小麦而言,常规灌溉与露灌对其早期生长参数的测定无显著差异。综上所述,露水灌溉是促进小麦和鹰嘴豆发芽和营养生长的可行策略,为缓解干旱影响提供了一条有前景的途径。
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引用次数: 0
Aerated Reclaimed Water Drip Irrigation Improves Soil Fertility and Beneficial Microbial Enrichment in Maize Rhizospheres 曝气再生水滴灌提高玉米根际土壤肥力和有益微生物富集
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-02 DOI: 10.1002/ird.70028
Jiayao Chen, Peng Li, Yunchao Lu, Yuqiao Wang, Abdul Rahim Junejo, Hao Li

To mitigate the soil sloughing and hypoxia from long-term reclaimed water irrigation through ozone micro-nano bubbles (O3-MNBs) technology, we planted maize in a greenhouse to assess the impacts of O3-MNBs (OG), reclaimed water (RW), and reclaimed water-O3-MNBs (ORW) drip irrigation on the rhizosphere soil and bacterial communities during the nutrient growth of maize. The results revealed that, compared with the CK treatment, both irrigation treatments significantly increased the available nitrogen (AN) and potassium (AK) contents, with the highest AN and AK contents found in the soils irrigated with reclaimed water at 96.13 ± 1.76 mg kg−1 and 355.6 ± 13.89 mg kg−1, respectively. High-throughput sequencing revealed that reclaimed water-aerated drip irrigation improved the diversity of the rhizobacterial community, with the dominant phyla being Proteobacteria and Actinobacteria. Verrucomicrobia, Actinomycetia (class), and Bacilli (class) were identified as biomarker species for the OG, ORW, and RW treatments, respectively. AN and AK are pivotal factors influencing bacterial distribution. A structural equation model revealed that reclaimed water-aerated drip irrigation directly improved soil fertility, thereby influencing the structure and diversity of rhizosphere bacterial communities. This study offers a new technology for the safe and efficient use of reclaimed water while also promoting the development of modern agriculture.

为了通过臭氧微纳气泡(O3-MNBs)技术缓解长期再生水灌溉造成的土壤脱落和缺氧,在温室中种植玉米,研究了O3-MNBs (OG)、再生水(RW)和再生水-O3-MNBs (ORW)滴灌对玉米养分生长过程中根际土壤和细菌群落的影响。结果表明,与CK处理相比,两种灌溉处理均显著提高了土壤速效氮(AN)和速效钾(AK)含量,其中再生水灌溉土壤速效氮(AN)和速效钾(AK)含量最高,分别为96.13±1.76 mg kg - 1和355.6±13.89 mg kg - 1。高通量测序结果显示,再生水加气滴灌提高了根瘤菌群落的多样性,优势门为变形菌门和放线菌门。Verrucomicrobia,放线菌属(class)和芽孢杆菌属(class)分别被确定为OG, ORW和RW处理的生物标记物种。AN和AK是影响细菌分布的关键因素。结构方程模型表明,再生水加气滴灌直接提高了土壤肥力,从而影响根际细菌群落的结构和多样性。本研究为安全高效利用再生水提供了新技术,同时也促进了现代农业的发展。
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引用次数: 0
Aerated Reclaimed Water Drip Irrigation Improves Soil Fertility and Beneficial Microbial Enrichment in Maize Rhizospheres 曝气再生水滴灌提高玉米根际土壤肥力和有益微生物富集
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-02 DOI: 10.1002/ird.70028
Jiayao Chen, Peng Li, Yunchao Lu, Yuqiao Wang, Abdul Rahim Junejo, Hao Li

To mitigate the soil sloughing and hypoxia from long-term reclaimed water irrigation through ozone micro-nano bubbles (O3-MNBs) technology, we planted maize in a greenhouse to assess the impacts of O3-MNBs (OG), reclaimed water (RW), and reclaimed water-O3-MNBs (ORW) drip irrigation on the rhizosphere soil and bacterial communities during the nutrient growth of maize. The results revealed that, compared with the CK treatment, both irrigation treatments significantly increased the available nitrogen (AN) and potassium (AK) contents, with the highest AN and AK contents found in the soils irrigated with reclaimed water at 96.13 ± 1.76 mg kg−1 and 355.6 ± 13.89 mg kg−1, respectively. High-throughput sequencing revealed that reclaimed water-aerated drip irrigation improved the diversity of the rhizobacterial community, with the dominant phyla being Proteobacteria and Actinobacteria. Verrucomicrobia, Actinomycetia (class), and Bacilli (class) were identified as biomarker species for the OG, ORW, and RW treatments, respectively. AN and AK are pivotal factors influencing bacterial distribution. A structural equation model revealed that reclaimed water-aerated drip irrigation directly improved soil fertility, thereby influencing the structure and diversity of rhizosphere bacterial communities. This study offers a new technology for the safe and efficient use of reclaimed water while also promoting the development of modern agriculture.

为了通过臭氧微纳气泡(O3-MNBs)技术缓解长期再生水灌溉造成的土壤脱落和缺氧,在温室中种植玉米,研究了O3-MNBs (OG)、再生水(RW)和再生水-O3-MNBs (ORW)滴灌对玉米养分生长过程中根际土壤和细菌群落的影响。结果表明,与CK处理相比,两种灌溉处理均显著提高了土壤速效氮(AN)和速效钾(AK)含量,其中再生水灌溉土壤速效氮(AN)和速效钾(AK)含量最高,分别为96.13±1.76 mg kg - 1和355.6±13.89 mg kg - 1。高通量测序结果显示,再生水加气滴灌提高了根瘤菌群落的多样性,优势门为变形菌门和放线菌门。Verrucomicrobia,放线菌属(class)和芽孢杆菌属(class)分别被确定为OG, ORW和RW处理的生物标记物种。AN和AK是影响细菌分布的关键因素。结构方程模型表明,再生水加气滴灌直接提高了土壤肥力,从而影响根际细菌群落的结构和多样性。本研究为安全高效利用再生水提供了新技术,同时也促进了现代农业的发展。
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引用次数: 0
Infiltration Characteristics of Film Hole Irrigation Under Different Soil Salinity Levels 不同土壤盐分条件下膜孔灌溉入渗特性研究
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-01 DOI: 10.1002/ird.70027
Qianwen Fan, Liangjun Fei, Yalin Gao

With the increasingly severe shortage of agricultural water resources and the problem of land salinization, finding effective irrigation methods to improve soil conditions has become particularly important. The aim of this study was to investigate the effects of initial soil salinity on the infiltration characteristics of film hole irrigation. In this work, indoor soil box infiltration experiments were conducted to study the cumulative infiltration, the wetting front transport distance and the distributions of water–fertilizer–salt at the end of the infiltration process under film hole irrigation with clean water and muddy water with different salt contents. The results revealed that the higher the soil salinity was, the lower the cumulative infiltration per unit area, and the shorter the distance of wetting front transport. The greater the distance from the centre of the film hole was, the greater the soil electrical conductivity, and the lower the water content and nitrate nitrogen content. Compared with those under clean water irrigation, the desalination depth and horizontal desalination distance under muddy water irrigation were lower, and the salt ion content at the film hole was greater. The research results could provide a theoretical basis for further exploration of saline soil film hole irrigation.

随着农业水资源短缺和土地盐碱化问题的日益严重,寻找有效的灌溉方法来改善土壤条件变得尤为重要。本研究旨在探讨土壤初始盐度对膜孔灌溉入渗特性的影响。本文通过室内土箱入渗试验,研究了不同含盐量的清水和浑浊水膜孔灌溉下的累积入渗、湿锋输送距离以及入渗过程结束时的水-肥-盐分布。结果表明:土壤盐分越高,单位面积累积入渗越低,湿润锋输送距离越短;离膜孔中心距离越大,土壤电导率越大,土壤含水量和硝态氮含量越低。与清水灌溉相比,泥水灌溉的脱盐深度和水平脱盐距离较低,膜孔处盐离子含量较大。研究结果可为盐渍土膜孔灌溉的进一步探索提供理论依据。
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引用次数: 0
Trade-Off Between Hydraulic Performance and Filtration Level of Screen Filters Under Different Inlet Pressures and Screen Apertures 不同进口压力和筛孔下筛式过滤器的水力性能和过滤水平的权衡
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-01 DOI: 10.1002/ird.70014
Kai Zhang, Jaume Puig-Bargués, Peng Hou, Yang Xiao, Liming Yu, Yunkai Li

Screen filters (SFs) are widely used for water purification. Particles adhered to the SF surface can block flow channels and potentially result in changes in the SF filtration level. However, the impact of blockage on the actual filtration level and hydraulic performance of SF remains uncertain. This study investigated the effects of five inlet pressures (0.02, 0.04, 0.06, 0.08 and 0.10 MPa) and seven screen apertures (125, 150, 180, 210, 250, 300 and 355 μm) on the filtration effectiveness, head loss and flow rate of agricultural SF. The results revealed that blockage reduced the SF pore size by 16%–45%, increasing the filtration level. An increased inlet pressure accelerated SF blockage and increased the filtration level, reducing the pore size by 14%–35% at 0.10 MPa, compared with 0.02 MPa. However, an improved filtration level led to greater head loss. A trade-off between screen aperture and head loss was identified, suggesting the need for practical SF filtration level adjustments. For the 210 μm filtration requirement, the use of a 250 μm filter at 0.06 MPa or a 300 μm filter at 0.08 MPa achieved the desired aperture while minimizing head loss. Compared with selecting filters solely on the basis of pore size, adjusting the filtration level increased the average flow rate by 23% and decreased the average head loss by 25%. This study provides significant insights into SF filtration grade changes and offers a strategy to reduce filtration energy consumption.

筛网过滤器(SFs)广泛用于水净化。附着在顺丰表面的颗粒会阻塞流动通道,并可能导致顺丰过滤水平的变化。然而,堵塞对顺丰的实际过滤水平和水力性能的影响尚不确定。研究了5种进口压力(0.02、0.04、0.06、0.08和0.10 MPa)和7种筛孔(125、150、180、210、250、300和355 μm)对农用SF过滤效果、水头损失和流量的影响。结果表明,堵塞使SF孔径减小16% ~ 45%,提高了过滤水平。进口压力的增加加速了SF堵塞,提高了过滤水平,与0.02 MPa相比,0.10 MPa时孔径减小了14%-35%。然而,提高过滤水平导致更大的水头损失。筛选孔径和水头损失之间的权衡被确定,表明需要实际的SF过滤水平调整。对于210 μm的过滤要求,使用0.06 MPa的250 μm过滤器或0.08 MPa的300 μm过滤器可以实现所需的孔径,同时最大限度地减少水头损失。与单纯根据孔径选择过滤器相比,调整过滤等级可使平均流量提高23%,平均水头损失降低25%。本研究为顺丰过滤等级的变化提供了重要的见解,并提供了降低过滤能耗的策略。
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引用次数: 0
Trade-Off Between Hydraulic Performance and Filtration Level of Screen Filters Under Different Inlet Pressures and Screen Apertures 不同进口压力和筛孔下筛式过滤器的水力性能和过滤水平的权衡
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-09-01 DOI: 10.1002/ird.70014
Kai Zhang, Jaume Puig-Bargués, Peng Hou, Yang Xiao, Liming Yu, Yunkai Li

Screen filters (SFs) are widely used for water purification. Particles adhered to the SF surface can block flow channels and potentially result in changes in the SF filtration level. However, the impact of blockage on the actual filtration level and hydraulic performance of SF remains uncertain. This study investigated the effects of five inlet pressures (0.02, 0.04, 0.06, 0.08 and 0.10 MPa) and seven screen apertures (125, 150, 180, 210, 250, 300 and 355 μm) on the filtration effectiveness, head loss and flow rate of agricultural SF. The results revealed that blockage reduced the SF pore size by 16%–45%, increasing the filtration level. An increased inlet pressure accelerated SF blockage and increased the filtration level, reducing the pore size by 14%–35% at 0.10 MPa, compared with 0.02 MPa. However, an improved filtration level led to greater head loss. A trade-off between screen aperture and head loss was identified, suggesting the need for practical SF filtration level adjustments. For the 210 μm filtration requirement, the use of a 250 μm filter at 0.06 MPa or a 300 μm filter at 0.08 MPa achieved the desired aperture while minimizing head loss. Compared with selecting filters solely on the basis of pore size, adjusting the filtration level increased the average flow rate by 23% and decreased the average head loss by 25%. This study provides significant insights into SF filtration grade changes and offers a strategy to reduce filtration energy consumption.

筛网过滤器(SFs)广泛用于水净化。附着在顺丰表面的颗粒会阻塞流动通道,并可能导致顺丰过滤水平的变化。然而,堵塞对顺丰的实际过滤水平和水力性能的影响尚不确定。研究了5种进口压力(0.02、0.04、0.06、0.08和0.10 MPa)和7种筛孔(125、150、180、210、250、300和355 μm)对农用SF过滤效果、水头损失和流量的影响。结果表明,堵塞使SF孔径减小16% ~ 45%,提高了过滤水平。进口压力的增加加速了SF堵塞,提高了过滤水平,与0.02 MPa相比,0.10 MPa时孔径减小了14%-35%。然而,提高过滤水平导致更大的水头损失。筛选孔径和水头损失之间的权衡被确定,表明需要实际的SF过滤水平调整。对于210 μm的过滤要求,使用0.06 MPa的250 μm过滤器或0.08 MPa的300 μm过滤器可以实现所需的孔径,同时最大限度地减少水头损失。与单纯根据孔径选择过滤器相比,调整过滤等级可使平均流量提高23%,平均水头损失降低25%。本研究为顺丰过滤等级的变化提供了重要的见解,并提供了降低过滤能耗的策略。
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引用次数: 0
Development and Testing of a Low-Cost Soil Moisture Sensor for Real-Time Irrigation Scheduling 用于实时灌溉调度的低成本土壤湿度传感器的研制与测试
IF 1.7 4区 农林科学 Q2 AGRONOMY Pub Date : 2025-08-23 DOI: 10.1002/ird.70026
Edmealem Temesgen Ebstu, Samuel Dagalo Hatiye, Demelash Wendimagegnehu Goshime, Johannes Dirk Dingemanse, Demiso Daba Dugassa, Tafesse Fitensa, Getachew Enssa, Chanako Dane Chare, Destaw Akil Areru, Yared Godine Demeke

Effective irrigation scheduling is essential for improved water management in irrigated areas, with soil moisture monitoring recognized as one of the most effective methods. However, challenges such as the high cost of sensors and the difficulties in monitoring large areas hinder their practical application, particularly for smallholder farmers. This study aimed to design and test a locally made low-cost Arduino-based soil moisture (ASM) sensor for real-time irrigation scheduling. The ASM sensor was first tested in the laboratory and then deployed in a wheat field in comparison with a Pycom soil moisture (PSM) sensor and a conventional soil moisture (CSM) method. Initial results indicated that ASM readings were about 13% lower than CSM values, with a linear regression slope of 0.87. After calibration, the slope improved to 1.0, correcting the underestimate. Based on performance metrics including RMSE, relative error, confidence index and index of agreement, the sensor showed a strong linear correlation (R2 = 0.97) with CSM both before and after calibration, which was rated as ‘excellent’. The PSM sensor achieved near-perfect agreement with CSM results, showing the reliability of low-cost sensor alternatives. Overall, the ASM sensor demonstrated accuracy, cost-effectiveness and practical suitability, offering a valuable solution for enhancing irrigation scheduling in resource-limited settings.

有效的灌溉调度对改善灌区的水管理至关重要,土壤湿度监测是最有效的方法之一。然而,诸如传感器的高成本和监测大面积的困难等挑战阻碍了它们的实际应用,特别是对小农。本研究旨在设计和测试一种本地制造的基于arduino的低成本土壤湿度(ASM)传感器,用于实时灌溉调度。ASM传感器首先在实验室进行了测试,然后在麦田中部署,与Pycom土壤水分(PSM)传感器和传统土壤水分(CSM)方法进行了比较。初步结果表明,ASM读数比CSM值低13%左右,线性回归斜率为0.87。校正后,斜率提高到1.0,修正了低估。基于包括RMSE、相对误差、置信度指数和一致性指数在内的性能指标,该传感器在校准前后与CSM均显示出很强的线性相关性(R2 = 0.97),被评为“优秀”。PSM传感器与CSM结果几乎完全一致,显示了低成本传感器替代品的可靠性。总的来说,ASM传感器证明了准确性、成本效益和实用性,为在资源有限的环境下加强灌溉调度提供了有价值的解决方案。
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引用次数: 0
期刊
Irrigation and Drainage
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