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Farmers on the front line: Perceptions, practices and discrepancies from the Aral Sea's Karakalpakstan and Khorezm regions 前线的农民:咸海卡拉卡尔帕克斯坦和花拉子模地区的看法、做法和差异
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-25 DOI: 10.1002/ird.2922
Kakhramon Djumaboev, Iroda Amirova, Abdulla Primov, Javlonbek Ishchanov

Undesirable changes in surface water and groundwater resources and land quality for biophysical and institutional reasons will further endanger the livelihoods of people in Central Asia. The farmers' understanding of these problems and the adaptation and solution strategies they opt for are the critical variables in devising relevant policies. Our findings captured significant disparities between farmer-perceived water shortages and officially documented water availability, as well as soil salinity discrepancies. Farmers' coping strategies, including crop alterations and water-saving measures, often lead to trade-offs, such as reduced crop yields. The study highlights the need to consider farmer perceptions and practices along with official data when designing policies. Effective policymaking must consider this dynamic interplay and the multifaceted challenges faced by farmers in these vulnerable Aral Sea regions.

由于生物物理和制度方面的原因,地表水和地下水资源以及土地质量发生了不良变化,这将进一步危及中亚人民的生计。农民对这些问题的理解以及他们选择的适应和解决策略是制定相关政策的关键变量。我们的研究结果表明,农民认为的水资源短缺与官方记录的可用水量之间存在巨大差异,土壤盐碱化也存在差异。农民的应对策略,包括作物改种和节水措施,往往会导致权衡取舍,如作物减产。这项研究强调,在制定政策时,除了官方数据外,还需要考虑农民的看法和做法。有效的政策制定必须考虑到这种动态的相互作用以及咸海脆弱地区农民所面临的多方面挑战。
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引用次数: 0
The effect of soil texture, layering and water head on the infiltration rate and infiltration model accuracy 土壤质地、分层和水头对入渗率和入渗模型精度的影响
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-23 DOI: 10.1002/ird.2918
Azizeh Alizadeh Berdouki, Sina Besharat, Kamran Zeinalzadeh, Cristina Cruz

Infiltration is one of the most important physical characteristics of soil and depends on various factors. This study investigated the influence of soil texture, layering and water head on the soil water infiltration rate. It also selected the most accurate infiltration models to determine the water infiltration rate in homogeneous and heterogeneous soil profiles. Experiments were carried out in four soil containers with a length, width and height of 20 × 20 × 70 cm. Treatments consisted of two soil textures (sandy loam, SL; clay loam, CL), four soil profiles (homogeneous texture, SL and CL; and heterogeneous texture, lighter texture on the top, SL/CL, and heavier texture on the top CL/SL) and three water head sizes (4, 7 and 10 cm). Several models were used to determine the water infiltration rate under homogeneous (Kostiakov, modified Kostiakov, Philip, Horton, traditional Green–Ampt, modified Green–Ampt and HYDRUS-1D) and heterogeneous soils (traditional Green–Ampt, modified Green–Ampt and HYDRUS-1D). According to the results, the infiltration rate decreased over time and along the soil profile. Nevertheless, it jumped at the interface of two-layered soils when the heavier soil was in the bottom layer (SC treatments) due to the high potential of the second layer, and then it decreased. In the reverse layering, the infiltration rate in the interface was lowest (CS treatments) because of the higher hydraulic conductivity of the second layer. Additionally, the infiltration rate increased with increasing water head, but the rate of this increase was higher by changing the water head from 7 to 10 cm. The results of infiltration models showed that the accuracy of these models was higher in clay loam texture than in sandy loam texture. The modified Green–Ampt was the most accurate model in homogeneous and layered soils, with average RMSE of 0.0204 and 0.019, respectively. The Horton model had the weakest simulation in homogeneous soils, with an average RMSE of 0.1299. Additionally, the accuracy of HYDRUS-1D in layered soils was less than that in homogeneous soils (NS of 0.95 and 0.85, respectively), and its accuracy decreased with increasing water head in most treatments.

渗透是土壤最重要的物理特性之一,取决于多种因素。本研究探讨了土壤质地、分层和水头对土壤水渗透率的影响。研究还选择了最准确的渗透模型来确定均质和异质土壤剖面中的水渗透率。实验在长、宽、高分别为 20 × 20 × 70 厘米的四个土壤容器中进行。处理包括两种土壤质地(沙壤土,SL;粘壤土,CL)、四种土壤剖面(均质质地,SL 和 CL;异质质地,顶部质地较轻,SL/CL,顶部质地较重,CL/SL)和三种水头大小(4、7 和 10 厘米)。在均质土壤(Kostiakov、改良 Kostiakov、Philip、Horton、传统 Green-Ampt、改良 Green-Ampt 和 HYDRUS-1D)和异质土壤(传统 Green-Ampt、改良 Green-Ampt 和 HYDRUS-1D)条件下,使用了多种模型来确定水的渗透率。结果表明,随着时间的推移和土壤剖面的变化,渗透率有所下降。然而,当较重的土壤位于底层(SC 处理)时,由于第二层的高电位,渗透率在两层土壤的交界处猛增,随后又下降。在反向分层中,由于第二层的水力传导性较高,界面处的渗透率最低(CS 处理)。此外,渗透率随着水头的增加而增加,但当水头从 7 厘米增加到 10 厘米时,渗透率的增加率更高。渗透模型的结果表明,这些模型在粘壤土质中的准确性高于砂壤土质。修正的格林-安普特模型在均质土和层状土中精度最高,平均均方根误差分别为 0.0204 和 0.019。霍顿模型在均质土壤中的模拟效果最差,平均均方根误差为 0.1299。此外,HYDRUS-1D 在层状土壤中的精度低于均质土壤(NS 分别为 0.95 和 0.85),在大多数处理中,其精度随着水头的增加而降低。
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引用次数: 0
Assessing multi-sensor hourly maize evapotranspiration estimation using a one-source surface energy balance approach 利用单源地表能量平衡法评估多传感器每小时玉米蒸散量估算结果
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-23 DOI: 10.1002/ird.2923
Edson Costa-Filho, José L. Chávez, Huihui Zhang

In this study, the performance of a one-source surface energy balance (OSEB) remote sensing (RS) of actual crop evapotranspiration (ETa), incorporating data from different spaceborne, airborne and proximal multispectral data, was evaluated. The RS platforms in this study included Landsat-8 (30 m pixel size), Sentinel-2 (10 m), Planet CubeSat (3 m), a handheld (proximal) multispectral radiometer (MSR) (1 m) and an unmanned aerial system (UAS) (0.03 m). A 2-year data set (2020 and 2021) from two maize research sites in Greeley and Fort Collins, Colorado, USA, provided ground-based data for estimating and evaluating hourly ETa from the OSEB algorithm. The accuracy of OSEB hourly maize ETa estimates was evaluated using calculated hourly maize ETa using high-frequency data collected with an eddy covariance energy balance system installed at each research site. The results indicated that the Planet CubeSat multispectral sensor (3 m), combined with on-site surface temperature data, yielded the least errors when predicting maize ETa. The hourly ETa estimation errors for the Planet CubeSat were MBE ± RMSE of −0.02 (−3%) ± 0.07 (13%) mm h⁻1. These results suggest the urgent need for a specific approach to improve RS multispectral and thermal radiometric data (quality) to better support sustainable irrigation water management practices.

本研究评估了单源地表能量平衡(OSEB)实际作物蒸散量(ETa)遥感(RS)的性能,该遥感结合了来自不同空间、机载和近距离多光谱数据的数据。本研究中的 RS 平台包括 Landsat-8(30 米像素)、Sentinel-2(10 米)、Planet CubeSat(3 米)、手持式(近距离)多光谱辐射计(MSR)(1 米)和无人机系统(UAS)(0.03 米)。来自美国科罗拉多州格里利和柯林斯堡两个玉米研究基地的两年数据集(2020 年和 2021 年)为估算和评估 OSEB 算法的每小时蒸散发提供了地面数据。利用在每个研究地点安装的涡度协方差能量平衡系统收集的高频数据计算出的每小时玉米蒸散发,对 OSEB 每小时玉米蒸散发估算值的准确性进行了评估。结果表明,行星立方体卫星多光谱传感器(3 米)与现场地表温度数据相结合,在预测玉米蒸散发时产生的误差最小。Planet CubeSat 的每小时蒸散发估计误差为 MBE ± RMSE -0.02 (-3%) ± 0.07 (13%) mm h-1。这些结果表明,迫切需要一种特定的方法来改进 RS 多光谱和热辐射测量数据(质量),以更好地支持可持续灌溉水管理实践。
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引用次数: 0
Development of pedotransfer functions for predicting saturated hydraulic conductivity in a Himalayan catchment: Sikkim, India 开发用于预测喜马拉雅集水区饱和水力传导性的植被转移函数:印度锡金
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-22 DOI: 10.1002/ird.2928
Proloy Deb, Susanta Das, Ghanshyam T. Patle, Ahmed Elbeltagi, Sudhir Yadav

Saturated hydraulic conductivity (Ks) plays a vital role in irrigation and drainage system design. Generally, Ks is estimated in the laboratory; however, it is expensive and tedious, especially in the Himalayan ranges where soil sampling is challenging due to topographical constraints. Therefore, in this study, pedotransfer functions were generated using multiple linear regression (MLR) models for the predictability of Ks in a Himalayan catchment in India. Fifty soil samples were collected and divided into two groups at a 70:30 ratio. Different soil attributes derived from 70% of samples were used for MLR generation, and attributes of the remaining 30% of samples were used for model validation. Six different MLR models constituting different independent soil attributes were generated and compared statistically. The results indicate that the MLR model comprising soil texture, bulk density, particle density, soil moisture content (MC), organic carbon content and porosity results in the highest adjusted coefficient of determination (R2; 0.93 and 0.89 during model generation and validation, respectively). Additionally, it was found that the weight basis MC ranged from 14% to 29% with a median value of 24%. These results demonstrate that simple MLR models can be used as an alternative to laborious experimental setups for Ks estimation. These findings can be used as guidelines for proper irrigation planning and design in mountainous catchments.

饱和导水性(Ks)在灌溉和排水系统设计中起着至关重要的作用。一般情况下,Ks 是在实验室中估算的,但这种方法既昂贵又繁琐,尤其是在喜马拉雅山脉,由于地形限制,土壤取样具有挑战性。因此,在本研究中,使用多元线性回归 (MLR) 模型生成了印度喜马拉雅集水区 Ks 的预测性 pedotransfer 函数。研究人员收集了 50 份土壤样本,并按 70:30 的比例分成两组。从 70% 的样本中得出的不同土壤属性用于生成 MLR,其余 30% 样本的属性用于模型验证。生成了由不同独立土壤属性构成的六个不同 MLR 模型,并进行了统计比较。结果表明,由土壤质地、容重、颗粒密度、土壤水分含量 (MC)、有机碳含量和孔隙度组成的 MLR 模型在模型生成和验证过程中的调整决定系数(R2;分别为 0.93 和 0.89)最高。此外,研究还发现,重量基 MC 的范围在 14% 到 29% 之间,中值为 24%。这些结果表明,简单的 MLR 模型可以用来替代 Ks 估算中费力的实验设置。这些发现可作为山区集水区灌溉规划和设计的指导原则。
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引用次数: 0
Effect of plastic mulch and strip tillage on soil hydrothermal characteristics and potato cultivation in the Bogura district of Bangladesh 塑料覆盖物和条状耕作对孟加拉国博古拉地区土壤水热特征和马铃薯种植的影响
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-22 DOI: 10.1002/ird.2926
Mohammad Abdul Kader, Amina Musaddika, Mohammad Abdul Mojid, Ferdous Hossain Khan

Future periods with limited water resources in Bangladesh will need the use of effective water-saving technology, such as mulching, to increase potato production in a sustainable way. This study investigated the effect of plastic mulch on soil hydrothermal status and its consequent effect on potato production over 2 years in field experiments in Bogura, Bangladesh. We cultivated potato under four treatments: two coloured (black and blue) plastic mulches, strip tillage and no mulch. The black plastic mulch raised the soil temperature by 1.2–2.4°C in the early growth stages and by 0.4–1.2°C in the later growth stages compared to the no-mulch treatment. This mulch raised soil moisture by 5.1–15.9% and reduced weed growth by 91% compared to no mulch. The nitrogen, phosphorus and potassium contents of the soil were significantly higher under the mulching treatments compared to no mulch. When compared to the blue and no-mulch treatments, black mulch provided 31–34% and 45–48% more tuber yield of potato, respectively, which significantly improved the economic benefits under mulching treatments. Black plastic mulch is therefore suggested as a workable adaptation approach to increase potato production under limited water resources in northern Bangladesh and elsewhere with similar agroclimatic conditions.

在孟加拉国水资源有限的未来时期,需要使用有效的节水技术(如地膜覆盖),以可持续的方式提高马铃薯产量。本研究在孟加拉国博古拉的田间试验中,调查了塑料地膜对土壤水热状况的影响及其对马铃薯产量的影响,为期两年。我们在四种处理下种植马铃薯:两种颜色(黑色和蓝色)的塑料地膜、条状耕作和无地膜覆盖。与无覆盖物处理相比,黑色塑料覆盖物使生长初期的土壤温度提高了 1.2-2.4°C,使生长后期的土壤温度提高了 0.4-1.2°C。与无覆盖物相比,这种覆盖物使土壤湿度提高了 5.1-15.9%,杂草生长减少了 91%。与无覆盖物相比,覆盖物处理下土壤的氮、磷、钾含量明显较高。与蓝色地膜和无地膜覆盖处理相比,黑色地膜覆盖的马铃薯块茎产量分别提高了 31% 至 34%,以及 45% 至 48%,大大提高了地膜覆盖处理的经济效益。因此,在孟加拉国北部和其他农业气候条件类似的地方,黑色塑料地膜是在有限的水资源条件下提高马铃薯产量的一种可行的适应方法。
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引用次数: 0
Technical and allocative efficiency of crop production using different storage and water-lifting technologies in Central Rift Valley, Ethiopia 埃塞俄比亚中部裂谷采用不同储水和提水技术的作物生产的技术和分配效率
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-22 DOI: 10.1002/ird.2927
Hana Degefa, Anbes Tenaye, Fitsum Hagos, Amare Haileslassie

Assessing the efficiency gains, in terms of crop production and productivity, of using agricultural water management is critical to understanding the comparative advantage of using different storage and water-lifting technologies in irrigation development. This study aims to compare the efficiency differences among irrigation farmers using various water-lifting technologies and among users of various technology suites in the Central Rift Valley, Ethiopia. Cross-sectional data collected from 320 randomly selected smallholder farmers, considering the 2019/2020 production season, were used to analyse a one-step Cobb–Douglas stochastic frontier function. The results of the study revealed the existence of technical and allocative efficiency differences between gravity and fuel pump users. Factors that positively determine the level of technical efficiency scores are gender, age, education status, technology type and extension contact. Irrigation experience, access to credit, training and technology type positively affected allocative efficiency, while the distance to the irrigation water source had a negative effect. The findings have important implications for agricultural policy and practice as improving efficiency through the adoption of fuel-powered water-lifting technology could further improve overall agricultural productivity. Designing small-scale friendly business models and promoting irrigation extension services, among others, is critical for scaling successful water management technologies.

从作物产量和生产率的角度评估农业用水管理的效率收益,对于了解在灌溉发展中使用不同蓄水和提水技术的比较优势至关重要。本研究旨在比较埃塞俄比亚中部裂谷地区使用各种提水技术的灌溉农户之间以及各种技术套件使用者之间的效率差异。考虑到 2019/2020 年生产季节,本研究使用从 320 位随机选取的小农处收集的横截面数据,对一步式柯布-道格拉斯随机前沿函数进行了分析。研究结果表明,重力泵和燃油泵用户之间存在技术和分配效率差异。性别、年龄、教育状况、技术类型和推广联系对技术效率得分水平有积极的决定作用。灌溉经验、获得信贷的机会、培训和技术类型对分配效率有积极影响,而与灌溉水源的距离则有消极影响。研究结果对农业政策和实践具有重要意义,因为通过采用燃料提水技术来提高效率,可以进一步提高整体农业生产率。设计小型友好型商业模式和促进灌溉推广服务等对于推广成功的水资源管理技术至关重要。
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引用次数: 0
Feasibility of utilizing recycled drainage water in agriculture using an analytical network process (ANP) and geographic information system (GIS) 利用分析网络过程(ANP)和地理信息系统(GIS)在农业中利用循环排水的可行性
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-21 DOI: 10.1002/ird.2925
Parvin Zolfaghary, Mahdi ZakeriNia, Hossein Kazemi

Utilizing unconventional water for sustainable agriculture is a multi-criteria process. Decision-making in such problems is based on finding the value of various criteria using advanced methods, for example the analytic network process (ANP). ANP is usually preferred in cases where the criteria are not independent and have intra-/intergroup relationships. Considering techno-economic and environmental criteria, the ANP structure was used in this study to investigate the feasibility of utilizing Chapaghli drainage water in western Golestan Province, Iran, for cultivating tolerant and semi-tolerant crops, including canola, barley, cotton and wheat, using GIS software. Irrigation water availability, techno-economic distance and land suitability for cultivation were selected as techno-economic criteria, while irrigation water quality, soil, plant sensitivity and aquifer vulnerability were selected as environmental criteria. The results show that canola is the best crop for cultivation with Chapaghli drainage water. This study provides a reliable decision-making infrastructure related to the recycling of drainage water for various cultivars in an area where environmental hazards are minimized.

将非常规水用于可持续农业是一个多标准过程。此类问题的决策基于使用先进方法(如分析网络过程(ANP))找出各种标准的值。当标准不是独立的,而是具有组内/组间关系时,通常首选 ANP。考虑到技术经济和环境标准,本研究采用方差分析结构,利用 GIS 软件研究了利用伊朗戈勒斯坦省西部 Chapaghli 的排水系统种植耐旱和半耐旱作物(包括油菜、大麦、棉花和小麦)的可行性。灌溉水可用性、技术经济距离和土地种植适宜性被选为技术经济标准,灌溉水质量、土壤、植物敏感性和含水层脆弱性被选为环境标准。结果表明,油菜花是最适合用查帕格利渠水种植的作物。这项研究为在环境危害最小的地区为各种栽培品种回收利用排水提供了可靠的决策基础。
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引用次数: 0
Does supplemental irrigation enhance smallholder monsoon season rice yield? Evidence from Bangladesh 补充灌溉能否提高小农季风季节水稻产量?孟加拉国的证据
IF 1.9 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-21 DOI: 10.1002/ird.2909
Mohammad Mahbubur Rahman, Jeffery D. Connor

Irrigation is one pillar of the Green Revolution that drove dramatic agricultural productivity gains across Asia. In Bangladesh, irrigation uptake has been so significant that 97% of dry-season rice is now irrigated. While most Bangladesh monsoon rice is completely rainfed, supplementary irrigation is sometimes employed where late monsoon onset is potentially yield-limiting. Station-controlled experiments provide a narrative of positive yield benefits from supplementary irrigation. In contrast, statistical evaluations of actual farm experience mostly show no yield benefit and lower profitability for supplementary irrigation adopters. To add evidence on this controversial practice, we evaluated data from 2012 and 2015 Bangladesh farm household surveys with causality econometric approaches that control for differences between supplementary irrigation adopter and non-adopter groups. After controlling for self-selection and endogeneity, we found no statistically significant yield benefit for supplementary irrigation. Our results support scepticism about the profitability of supplementary irrigation. As such, we recommend careful consideration of the mixed evidence on effectiveness in future supplementary irrigation project benefit cost analyses. Further evidence over a longer time and accounting for a broader range of crops is also important moving forward.

灌溉是绿色革命的支柱之一,推动了整个亚洲农业生产力的大幅提高。在孟加拉国,灌溉的普及率非常高,现在 97% 的旱季水稻都得到了灌溉。虽然孟加拉国大部分季风水稻完全靠雨水灌溉,但在季风晚发可能限制产量的情况下,有时也会采用补充灌溉。灌溉站控制实验表明,补充灌溉可带来积极的产量效益。与此相反,对实际农场经验的统计评估大多表明,采用补充灌溉的农场没有产量效益,收益率也较低。为了给这一有争议的做法提供更多证据,我们采用因果关系计量经济学方法评估了 2012 年和 2015 年孟加拉国农户调查数据,控制了采用补充灌溉和未采用补充灌溉群体之间的差异。在控制了自我选择和内生性之后,我们发现补充灌溉在统计上没有显著的产量效益。我们的研究结果表明,人们对补充灌溉的盈利能力持怀疑态度。因此,我们建议在今后的补充灌溉项目效益成本分析中仔细考虑有关效益的混合证据。在今后的工作中,我们还需要更长的时间和更广泛的作物范围来进一步证明这一点。
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引用次数: 0
Assessment and cost analysis of mycoremediated textile effluent for irrigation 经菌核介导的纺织污水用于灌溉的评估和成本分析
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-17 DOI: 10.1002/ird.2921
Geetanjali Rajhans, Sudip Kumar Sen, Preeti Pallavi, Sangeeta Raut

In the current study, mycoremediated textile effluents were used for irrigation in a cultivation system to promote resource recycling and cost-effective spinach production. The raw textile effluents from two different textile mills were decolorized by 93.2 and 94.5%, respectively, as well as mineralized by the immobilized novel fungus Geotrichum candidum. Subsequently, both the treated effluents, treated textile effluent 1 (TTE1) and treated textile effluent 2 (TTE2), were used to cultivate spinach. The results indicated that irrigation with TTE1 and TTE2 resulted in ~9% higher spinach yields compared with the control. Moreover, the water use efficiency with the TTE1 and TTE2 treatments was ~1.2 times better than that with the control. The need for fertilizers in the case of spinach cultivation with treated effluents was compensated by the textile effluents as a result of the breakdown and mineralization of the effluent by immobilized G. candidum. Notably, the energy content, dietary fiber and protein content of spinach irrigated with mycoremediated textile effluent were substantially elevated, with values of 34 kcal/100 g−1, 3.4 g 100 g−1 and 6.92 g 100 g−1, respectively. The preliminary cost analysis indicated that the costs of the whole process (from treatment to irrigation) were approximately US$0.35-0.38 m−3 (INR 28.22–30.45 m−3) of textile effluent. The study concluded that the mycoremediated textile effluent could be efficiently applied for agronomic usages.

在本研究中,经菌核介导的纺织污水被用于灌溉栽培系统,以促进资源循环利用和经济高效的菠菜生产。来自两家不同纺织厂的原始纺织废水分别被脱色 93.2% 和 94.5%,并被固定的新型真菌 Geotrichum candidum 矿化。随后,处理过的污水,即处理过的纺织污水 1(TTE1)和处理过的纺织污水 2(TTE2),都被用来栽培菠菜。结果表明,与对照相比,使用 TTE1 和 TTE2 灌溉可使菠菜产量提高约 9%。此外,TTE1 和 TTE2 处理的用水效率是对照的 ~1.2 倍。在使用处理过的污水种植菠菜的情况下,由于固定化念珠菌对污水的分解和矿化作用,纺织污水弥补了对肥料的需求。值得注意的是,用经肌核介导的纺织污水灌溉的菠菜的能量含量、膳食纤维和蛋白质含量大幅提高,分别为 34 千卡/100 克-1、3.4 克 100 克-1 和 6.92 克 100 克-1。初步成本分析表明,整个过程(从处理到灌溉)的成本约为 0.35-0.38 m-3 美元(28.22-30.45 m-3 印度卢比)。研究得出结论,经菌核介导的纺织污水可有效地用于农艺用途。
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引用次数: 0
Comparison of the AquaCrop and CERES-Maize models for simulating maize phenology, grain yield, evapotranspiration and water productivity under different irrigation and nitrogen levels 比较 AquaCrop 和 CERES-Maize 模型在不同灌溉和氮素水平下模拟玉米物候、谷物产量、蒸散量和水分生产率的效果
IF 1.6 4区 农林科学 Q2 AGRONOMY Pub Date : 2024-01-17 DOI: 10.1002/ird.2917
Ebrahim Amiri, Suat Irmak, Davood Barari Tari

The CERES-Maize and AquaCrop models were evaluated for their performance in simulating maize (Zea mays L.) phenology, evapotranspiration (ETc), grain yield and crop water productivity (CWP). Model input data for calibration, validation and simulations were obtained from field experiments conducted from 2011 to 2014 that imposed three different irrigation levels (full irrigation treatment [FIT], limited irrigation treatment [75% FIT] and rainfed control) and five nitrogen (N) management treatments. Both models performed well in simulating the maize phenological stages, with simulated values being within 1–4 days of measured values for both models. Both models simulated grain yield well during the calibration with a normalized root mean squared error (RMSEn) of 5% (0.6 t ha⁻1) for CERES-Maize and 8% (0.80 t ha⁻1) for AquaCrop. The model error for ETc varied from −2 to +14% for CERES-Maize and ranged from −3 to +11% for AquaCrop. High N levels resulted in higher accuracy in predicting ETc. The AquaCrop model performed better than CERES-Maize in simulating irrigated crop production under different N levels under rainfed conditions. The performance of both models for rainfed systems was poorer than their performance in irrigated systems, indicating that both models need further improvements in simulating rainfed maize production systems.

对 CERES-Maize 和 AquaCrop 模型在模拟玉米(Zea mays L.)物候、蒸散量(ETc)、谷物产量和作物水分生产率(CWP)方面的性能进行了评估。用于校准、验证和模拟的模型输入数据来自 2011 年至 2014 年进行的田间试验,试验采用了三种不同的灌溉水平(全灌溉处理[FIT]、有限灌溉处理[75% FIT] 和雨水灌溉对照)和五种氮(N)管理处理。两个模型在模拟玉米物候期方面均表现良好,模拟值与实测值相差 1-4 天。在校准过程中,两个模型都很好地模拟了谷物产量,CERES-Maize 模型的归一化均方根误差(RMSEn)为 5%(0.6 吨/公顷-1),AquaCrop 模型的归一化均方根误差(RMSEn)为 8%(0.80 吨/公顷-1)。CERES-Maize 的 ETc 模型误差在 -2% 到 +14% 之间,AquaCrop 的误差在 -3% 到 +11% 之间。高氮素水平导致预测 ETc 的准确性更高。AquaCrop 模型在模拟雨养条件下不同氮含量下的灌溉作物产量方面的表现优于 CERES-Maize。这两个模型在雨水灌溉系统中的表现都不如在灌溉系统中的表现,这表明这两个模型在模拟雨水灌溉玉米生产系统方面都需要进一步改进。
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Irrigation and Drainage
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