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Impact of climate change on agricultural production efficiency in leading agriculture-producing economies: A DEA Malmquist Productivity Index 气候变化对主要农业生产经济体农业生产效率的影响:一个DEA Malmquist生产力指数
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110114
Junid Ahmad , Yunchen Wang , Liguang Zhang , Wasi Ul Hassan Shah , Rizwana Yasmeen , Heshan Sameera Kankanam Pathiranage
Climate change significantly impacts global agricultural productivity, making it essential to examine its precise influence on production efficiency. This study evaluates the impact of climate change on agricultural production efficiency among the global leading agriculture-producing economies from 1990 to 2021. Using a DEA–Malmquist Productivity Index, the study estimates total factor productivity change (TFPC) and decomposes it into efficiency change (EC) and technological change (TC), both without and with explicit climate variables (temperature, precipitation). Average TFPC without climate factors is 1.0428, indicating 4.28 % productivity growth over the period, primarily driven by technological change. When climate variables are incorporated, the average TFPC is 1.0409; the mean difference of −0.0019 (≈ −0.18 %) shows a small but non-negligible climate impact on productivity growth. Regional variations are heterogeneous: South America and Africa exhibit diverse climate impacts, while Oceania shows the least climate effect. Mann-Whitney U and Kruskal-Wallis tests confirm significant differences in TFPC (and components) between climate and non-climate specifications and across regions. The findings underscore technology's key role in sustaining productivity under climate stress and highlight the need for region-specific adaptation policies to complement technological diffusion.
气候变化对全球农业生产力产生重大影响,因此必须研究其对生产效率的确切影响。本研究评估了1990 - 2021年气候变化对全球主要农业生产经济体农业生产效率的影响。利用DEA-Malmquist生产率指数,该研究估算了全要素生产率变化(TFPC),并将其分解为效率变化(EC)和技术变化(TC),无论有无明确的气候变量(温度、降水)。不考虑气候因素的平均TFPC为1.0428,表明该时期生产率增长4.28 %,主要由技术变革驱动。考虑气候变量后,平均TFPC为1.0409;平均差值为- 0.0019(≈- 0.18 %),表明气候对生产率增长的影响很小,但不可忽略。区域差异具有异质性:南美洲和非洲表现出多样化的气候影响,而大洋洲表现出最小的气候影响。Mann-Whitney U和Kruskal-Wallis测试证实,在气候和非气候规格之间以及跨地区之间,TFPC(及其组成部分)存在显著差异。这些发现强调了技术在气候压力下维持生产力方面的关键作用,并强调需要制定针对特定区域的适应政策,以补充技术扩散。
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引用次数: 0
Spatiotemporal dynamics of soil moisture in edge zones along deep-cut channels of rainfed agricultural plateaus 雨养农业高原深切沟渠边缘地带土壤水分时空动态
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110105
Songbai Wu , Li Chen , Ninglian Wang , Na Wei , Sheng Hu , Haoyue Liu , Tal Svoray , Shmuel Assouline
Edge zones along deep-cut channels in rainfed plateaus are crucial farmlands but suffer persistent soil moisture (SM) reduction that constrain crop productivity. To quantify these dynamics, hourly SM at 10, 40, and 70 cm depths was monitored at three sites (at 3.5, 7, and 11.5 m from the channel edge) during the 2023–2024 apple growing season in the Weibei rainfed Plateau. Results show 8–27 % lower SM in edge zones than inner zones, especially at 40 and 70 cm soil depths, with the strongest impacts during fruit growth stage. Deficits intensified near channel margins due to root uptake by sidewall trees, which consumed 25–43 % of rainfall in growing season. Only heavy rainstorms penetrated deep enough to fully replenish root-zone water, while smaller events provided short-lived relief. The difference in soil water storage (DSWS) between inner and edge zones increased with cumulative reference evapotranspiration and initial DSWS, but declined with greater rainfall depth. In dry years, edge-zone apple trees faced intensified competition from sidewall vegetation, capturing proportionally less rainfall than inner-zone trees. These findings highlight vegetation–rainfall interactions as dominant controls of edge-zone water stress and underscore the need for management strategies that integrate vegetation regulation with rainstorm-mimicking irrigation to sustain orchard productivity in rainfed plateaus.
在雨养高原上,沿着深沟渠的边缘地带是至关重要的农田,但持续的土壤水分减少限制了作物的生产力。为了量化这些动态,我们在2023-2024年渭北旱塬苹果生长期的3个地点(距离河道边缘3.5、7和11.5 m)监测了10、40和70 cm深度的每小时SM。结果表明:土壤边缘区SM值比土壤内部区低8 ~ 27 %,特别是在土壤深度40和70 cm处,对果实生长的影响最大;由于侧壁树的根系吸收,在生长季节消耗了25 - 43% %的降雨,在通道边缘处亏缺加剧。只有暴雨渗透到足够深的地方才能充分补充根区水分,而较小的事件则提供了短暂的缓解。土壤储水量差异随累积参考蒸散量和初始土壤储水量的增加而增大,随降雨深度的增加而减小。在干旱年份,边缘地带的苹果树面临着来自侧壁植被的激烈竞争,其捕获的降雨量比例低于区内树木。这些发现强调了植被-降雨相互作用是边缘区水分胁迫的主要控制因素,并强调了将植被调节与模拟暴雨灌溉相结合的管理策略的必要性,以维持雨养高原果园的生产力。
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引用次数: 0
Linking the energy-emissions-water-food security nexus to the economic return of wheat production in Iran: A nutritional LCA approach 将能源排放-水-粮食安全关系与伊朗小麦生产的经济回报联系起来:一种营养的LCA方法
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110100
Fatemeh Nadi , Julio Abad-González , David Pérez-Neira
Wheat is a strategic crop of global importance, with a primary function of supplying calories and protein to meet human nutritional needs. In this regard, it is crucial to study the sustainability and the economic viability of this crop in order to improve food security. The central objective of this study is to examine the nexus between water, energy, emissions, food security and economic performance in wheat production (irrigated versus rainfed) in Iran. To this end, data from 96 farms in Gonbad-e Kavus (Golestan Province), collected via structured questionnaires and face-to-face interviews, were analyzed using a nutritional Life Cycle Assessment approach. An innovative set of eco-efficiency indicators was also applied to assess the energy–emissions–water–food security (EEWFs) nexus, explicitly integrating the economic and nutritional dimensions of wheat production. The analysis revealed substantial trade-offs among the various dimensions examined. Irrigated wheat was more profitable (24 % higher net margin per hectare) with a 21 % higher yield (4990 vs. 4109 kg/ha). However, this system increased non-renewable energy consumption by 55 % and tripled the water footprint (0.88 vs 0.29 m3/kg) (though it did not significantly raise the carbon footprint). Conversely, rainfed wheat showed higher resource efficiency, producing a threefold higher net margin per m3 of water used. By combining nutritional value with environmental productivity criteria, this study provides new insights and offers practical implications for technical, political, and economic planning in sustainable wheat production.
小麦是一种具有全球重要性的战略作物,其主要功能是提供卡路里和蛋白质,以满足人类的营养需求。在这方面,至关重要的是研究这种作物的可持续性和经济可行性,以改善粮食安全。本研究的中心目标是研究伊朗小麦生产(灌溉与雨养)中水、能源、排放、粮食安全和经济绩效之间的关系。为此,通过结构化问卷调查和面对面访谈收集了Gonbad-e Kavus (Golestan省)96个农场的数据,并采用营养生命周期评估方法进行了分析。还应用了一套创新的生态效率指标来评估能源-排放-水-粮食安全(EEWFs)关系,明确地将小麦生产的经济和营养方面结合起来。分析揭示了所检查的各个维度之间的重大权衡。灌溉小麦的利润更高(每公顷净利润率高出24 %),产量高出21 %(4990对4109 公斤/公顷)。然而,该系统增加了55% %的不可再生能源消耗,并使水足迹增加了三倍(0.88 vs 0.29 m3/kg)(尽管它没有显著增加碳足迹)。相反,雨养小麦显示出更高的资源效率,每立方米用水的净边际高出三倍。通过将营养价值与环境生产力标准相结合,本研究提供了新的见解,并为可持续小麦生产的技术、政治和经济规划提供了实际意义。
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引用次数: 0
Optimal water supply and irrigation indicators for winter wheat in the main producing regions of China: Insights from the WMAIP integrated model 中国主产区冬小麦最优供水灌溉指标研究——基于WMAIP综合模型的启示
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110061
Xianguan Chen , Huiqing Bai , Mengqi Fu , Wenran Yu , Yabo Sun , Xueqing Ma , Liping Feng
The significant spatial variability of precipitation in China's main producing regions of winter wheat is a major factor determining irrigation water supply. Previous research on determining optimal irrigation for winter wheat in the main producing regions of China (MPC) based on crop models has primarily relied on single-model approaches, with limited discussion on growth-stage-specific water supply and inherent model uncertainties. This study systematically evaluated region-specific irrigation indicators for winter wheat under different precipitation patterns across the MPC sub-regions by establishing a Wheat Model Algorithm Integration Platform (WMAIP) and employing a composite indicator that integrates high stability coefficients for yield and water productivity (WP). Irrigation significantly enhanced winter wheat yields throughout the MPC. The highest improvements were observed in the northern region under dry conditions, where yields increased by up to 90 %, compared to less than 20 % in the south. During dry years, the highest WP values under irrigation were achieved in the northern and central regions, ranging from 1.56 to 1.85 kg·m⁻³ . In contrast, rainfed conditions in the southern region resulted in the highest WP across the MPC, reaching 1.88–2.06 kg·m⁻³ . By integrating a high-yield stability coefficient (Y-HSC) and a high-WP stability coefficient (WP-HSC), the optimal total water supply was determined to be 237–416 mm (mean 319 mm), 231–393 mm (mean 309 mm), and 214–388 mm (mean 299 mm) for dry, normal, and wet years, respectively. The corresponding irrigation indicators ranged from 6 to 335 mm (mean 191 mm), 0 to 257 mm (mean 126 mm), and 0 to 176 mm (mean 57 mm) for dry, normal, and wet years, respectively. Moreover, the optimal water supply was strongly correlated (R² = 0.96) with the gap between potential evapotranspiration and available soil water, underscoring its value as a predictive indicator for water management. These findings underscore the critical importance of developing differentiated irrigation strategies tailored to regional and precipitation-specific conditions.
中国冬小麦主产区降水具有显著的空间变异性,是决定灌溉水量的主要因素。以往基于作物模型确定中国主产区冬小麦最佳灌溉的研究主要依赖于单一模型方法,对生长期特定供水量和固有模型不确定性的讨论有限。本研究通过建立小麦模型算法集成平台(WMAIP),采用综合高产和水分生产力(WP)高稳定系数的复合指标,系统评价了MPC各子区域不同降水模式下冬小麦的区域灌溉指标。灌溉显著提高了整个MPC地区的冬小麦产量。在干旱条件下,北方地区的增产幅度最大,产量增加了90% %,而南方地区的增产幅度不到20% %。在干旱年份,灌溉下的最高WP值出现在北部和中部地区,范围从1.56到1.85 kg·m⁻³ 。相比之下,南部地区的多雨条件导致整个MPC的WP最高,达到1.88-2.06 kg·m⁻³ 。通过综合高产稳定系数(Y-HSC)和高wp稳定系数(WP-HSC),确定了干旱年、正常年和丰水年的最佳总供水量分别为237-416 mm(平均319 mm)、231-393 mm(平均309 mm)和214-388 mm(平均299 mm)。干旱年、正常年和丰水年相应的灌溉指标分别为6 ~ 335 mm(平均191 mm)、0 ~ 257 mm(平均126 mm)和0 ~ 176 mm(平均57 mm)。此外,最优供水量与潜在蒸散量与土壤有效水分之间的差呈强相关(R²= 0.96),强调了其作为水管理预测指标的价值。这些发现强调了根据区域和降水具体情况制定差异化灌溉战略的重要性。
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引用次数: 0
Impact of strip subdivision on water conservation in border irrigation for irregularly shaped fields 条形划分对不规则农田畦灌保水的影响
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110101
Fabiola Gangi , Carmelina Costanzo , Margherita Lombardo , Pierfranco Costabile , Cosimo Peruzzi , Claudio Gandolfi , Daniele Masseroni
Border irrigation remains the most widely adopted surface irrigation method for row crops globally and is also extensively used in the Padana Plain (Italy), particularly for forage crops. In the Lombardy region, observations indicate that irrigation volumes can reach up to 3000 m³ /ha per event, often leading to excessive and inefficient water use. Given the ongoing decline in surface water availability, such practices are considered unsustainable in the long term. However, it is also unfeasible to replace them with more hard-path irrigation systems everywhere. In this context, a more realistic approach is to focus on optimizing irrigation scheduling and field layout, which can significantly reduce water consumption in gravity-fed surface irrigation. This study explores the water-saving potential of geometric reconfiguration in a 1.9-hectare, irregularly shaped, closed-end field in the Padana Plain, which is traditionally irrigated with an average volume of 2600 m³ /ha per irrigation event. High-resolution topographic data and the two-dimensional hydrodynamic model IrriSurf2D were used to simulate various land preparation scenarios, including strip subdivision and irrigation timing adjustments. Field implementation of the strip layout alone led to a 34 % reduction in water use, while model-based optimization of the irrigation durations suggested the potential for a total savings of up to 42 %. These findings demonstrate that precision surface irrigation strategies can significantly enhance the sustainability of border irrigation, even in complex field geometries, without abandoning traditional practices.
边界灌溉仍然是全球行作物最广泛采用的地表灌溉方法,在帕达纳平原(意大利)也广泛使用,特别是用于饲料作物。在伦巴第地区,观测表明,每次事件的灌溉量可高达3000 m³ /公顷,这往往导致过度和低效的用水。鉴于可用地表水不断减少,这种做法被认为是长期不可持续的。然而,在所有地方用更硬的灌溉系统来取代它们也是不可行的。在此背景下,更现实的方法是重点优化灌溉调度和农田布局,这可以显著降低重力灌溉的用水量。本研究探讨了巴达纳平原一个1.9公顷、形状不规则、封闭的农田几何重构的节水潜力,该地区传统灌溉的平均水量为2600 m³ /ha。利用高分辨率地形数据和二维水动力模型IrriSurf2D模拟各种土地准备场景,包括带状细分和灌溉时间调整。仅现场实施条形布局就可以减少34% %的用水量,而基于模型的灌溉持续时间优化表明,总节省的潜力高达42% %。这些发现表明,在不放弃传统做法的情况下,精确地表灌溉策略可以显著提高边界灌溉的可持续性,即使在复杂的农田几何形状中也是如此。
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引用次数: 0
Water quality of artificial canals used for agricultural purposes affected by urban and agricultural activities through a chemical and microbial perspective 从化学和微生物的角度分析城市和农业活动对农业人工运河水质的影响
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110116
Francesca Gaggia, Mauro De Feudis, Elia Pagliarini, William Trenti, Diana Di Gioia, Livia Vittori Antisari
Water from artificial canals in reclaimed floodplains is primarily used for crop irrigation; however, its quality is often compromised by chemical and microbial hazards, which may pose a threat to crop safety and quality. The main objectives of the present work were a) to analyse the chemical and microbial properties of water in a network of artificial canals; b) to identify the relationships among such parameters; and c) to detect spatial shifts in water quality (upstream and downstream) along some key canals. The canals were grouped into four sectors based on water origin: Sector A (urban), Sector B (wastewater treatment plants), Sector C (rural), and the Canale Emiliano Romagnolo (CER, Po River). The three years data showed a concentration decrease of most of the chemical targets, with the following order, sector B > sector A > sector C > CER. For microbial parameters, Sectors A and B exhibited higher biological pollution than Sector C and CER. Results were generally under the Italian legislation limits for water reuse. The multiple linear regression models revealed a generally positive correlation between microbial populations and sectors influenced by urban activities (Sectors A and B), while the relationships between microbial populations and chemical properties were less clear. Sodium adsorption ratio was the main parameter distinguishing canals in Sector B, whereas canals in sector A were characterized by overall higher P–PO₄ and N–NO₃ concentrations compared to sector C and CER. Upstream-downstream comparison generally indicated either stable or improved water quality, with the exception of a canal affected by the intrusion of poor-quality water. Overall, this study demonstrates that wastewater likely plays a dominant role in shaping water quality within artificial floodplain canals, highlighting the pronounced vulnerability of these canals to point-source pollution.
填海洪泛平原的人工水渠的水主要用于作物灌溉;然而,其质量往往受到化学和微生物危害的影响,这可能对作物安全和质量构成威胁。目前工作的主要目标是a)分析人工运河网络中水的化学和微生物特性;B)确定这些参数之间的关系;c)检测一些主要渠道(上游和下游)水质的空间变化。运河根据水源分为四个部分:A区(城市),B区(污水处理厂),C区(农村)和Canale Emiliano Romagnolo (CER,波河)。三年数据显示,大部分化学靶点浓度下降,顺序为:B >; a >; C >; CER。在微生物参数方面,A区和B区生物污染程度高于C区和CER。结果一般符合意大利立法对水再利用的限制。多元线性回归模型显示,微生物种群与受城市活动影响的部门(部门a和部门B)之间普遍呈正相关,而微生物种群与化学性质之间的关系不太清楚。钠吸附比是区分B区管道的主要参数,而A区管道的P-PO₄和N-NO₃浓度总体上高于C区和CER区。上下游比较一般表明水质稳定或改善,但受劣质水入侵影响的运河除外。总体而言,本研究表明,废水可能在人工洪泛平原沟渠内的水质形成中起主导作用,突出了这些沟渠对点源污染的明显脆弱性。
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引用次数: 0
Optimizing water management in paddy fields can simultaneously reduce methane emissions and cadmium accumulation in rice 优化水田水分管理可以同时减少水稻体内甲烷的排放和镉的积累
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110098
Zhiwei Tang , Xin Zhang , Xiangcheng Zhu , Aixing Deng , Haotian Chen , Kees Jan van Groenigen , Jun Zhang , Fu Chen , Weijian Zhang
Water management significantly impacts methane (CH4) emissions from paddy fields and cadmium (Cd) accumulation in rice grains through often opposing mechanisms, presenting a complex challenge in optimizing practices to simultaneously mitigate both issues. Through comprehensive field observations across four irrigation regimes over three consecutive planting seasons (i.e., the late rice, early rice, and late rice), along with a pot experiment, we developed an innovative strategy that effectively reduces CH4 emissions and Cd levels while maintaining optimal rice yields. The CTFG treatment—an optimized approach combining controlled irrigation (CI) during rice tillering stage with continuous flooding (CF) during rice grain-filling stage—demonstrated remarkable consistent efficacy over the three seasons. Compared to high-yielding irrigation practice, this regime achieved a 33 % reduction in CH4 emissions and a 42 % decrease in Cd content in brown rice, without compromising rice yield. Furthermore, when benchmarked against specialized irrigation regimes, CTFG outperformed a Cd-minimizing regime by reducing CH4 emissions by 39 % and surpassed a CH4-reducing regime by lowering Cd levels in brown rice by 40 %, while maintaining comparable performance in each targeted area. Mechanistic studies revealed that the tillering and grain-filling stages play pivotal roles in regulating CH4 emissions and Cd content, respectively. CI implementation during tillering stage effectively suppressed methanogen activity while enhancing methanotroph populations, thereby significantly reducing CH4 emissions. Conversely, CF during grain-filling stage decreased soil redox potential and promoted sulfate-reducing bacteria, consequently limiting Cd mobility and its subsequent uptake by rice plants. The results of pot experiments further demonstrated the positive effect of CTFG regime in reducing emissions and cadmium levels, thereby confirming the efficacy of this approach. These findings provide valuable scientific insights for developing more sustainable rice production systems through optimized water management strategies. The CTFG approach represents a significant advancement in balancing environmental protection and food safety concerns in rice cultivation.
水管理通过通常相反的机制显著影响稻田甲烷(CH4)排放和水稻籽粒镉(Cd)积累,这对优化实践以同时缓解这两个问题提出了复杂的挑战。通过对连续三个种植季节(即晚稻、早稻和晚稻)的四种灌溉制度的综合田间观察,以及盆栽试验,我们制定了一项创新策略,有效减少甲烷排放和镉水平,同时保持最佳的水稻产量。CTFG处理是一种将分蘖期控制灌溉(CI)与灌浆期连续淹水(CF)相结合的优化方法,在三个季节中表现出显著的一致性效果。与高产灌溉做法相比,该方案在不影响水稻产量的情况下,使糙米的CH4排放量减少33 %,Cd含量减少42 %。此外,当以专门灌溉方案为基准时,CTFG通过将CH4排放量减少39% %而优于Cd最小化方案,并通过将糙米中的Cd水平降低40% %而优于减少CH4方案,同时在每个目标区域保持可比的性能。机制研究表明,分蘖期和灌浆期分别对CH4排放和Cd含量起关键调节作用。分蘖期CI的实施有效抑制了产甲烷菌活性,同时增加了产甲烷菌的数量,从而显著减少了CH4的排放。反之,灌浆期化肥降低了土壤氧化还原电位,促进了硫酸盐还原菌的生长,从而限制了水稻对镉的迁移和吸收。盆栽试验结果进一步证明了CTFG制度在降低排放和镉含量方面的积极作用,从而证实了该方法的有效性。这些发现为通过优化水资源管理战略开发更可持续的水稻生产系统提供了宝贵的科学见解。CTFG方法在平衡水稻种植中的环境保护和食品安全问题方面取得了重大进展。
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引用次数: 0
Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran 伊朗中部干旱地区农田尺度农业用水管理遥感蒸散模型的初步评价
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110084
Somayeh Sima , Iman Raissi Dehkordi , Mohammadhosein Taghikhani , Neamat Karimi
Accurate estimation of actual evapotranspiration (ETa) is crucial for effective water resource management and optimizing agricultural yields. While satellite-based surface energy balance ETa models are widely adopted, their field-scale accuracy in under-researched regions, such as Iran, remains a critical knowledge gap. This study assesses five prominent models—PySEBAL, PyMETRIC, SSEBop, PyTSEB, and ETLook (from FAO’s WaPOR v.2, L1 product)—for daily ETa estimation over an alfalfa field in the arid central part of Iran. Models were adjusted for the field using in situ weather data and Landsat-8 images, and validated against the scintillometer data. Results showed SSEBop provided the most accurate ETa estimates (KGE = 0.83), closely followed by PyMETRIC, TSEB, and PySEBAL (KGEs ≥ 0.73). Conversely, ETLook performed poorly and failed to capture spatial ETa variations. A significant performance enhancement was achieved (RMSE= 0.34 mm day⁻¹ and KGE= 0.90) by an ensemble mean of models. We further demonstrate that two-source ETa models do not inherently outperform one-source models, likely due to greater parameter uncertainty. We emphasize the importance of considering irrigation, harvest, and oasis effects for accurate model application. All evaluated models, except ETLook, were found to meet the recommended accuracies for on-farm irrigation management. This study sheds light on the selection of sophisticated field-scale ETa models for agricultural water management, while considering the dynamism of irrigation and harvest. Our findings provide critical insights for the operational application of remote sensing ETa models and promoting smart agriculture in arid agricultural settings.
准确估算实际蒸散量对于有效的水资源管理和优化农业产量至关重要。虽然基于卫星的地表能量平衡ETa模型被广泛采用,但在伊朗等研究不足的地区,它们的现场尺度精度仍然是一个关键的知识缺口。本研究评估了五个主要模型——pysebal、PyMETRIC、SSEBop、pyseb和ETLook(来自粮农组织的WaPOR v.2, L1产品)——用于对伊朗中部干旱地区紫花苜蓿田的每日ETa估计。利用现场气象数据和Landsat-8图像对模型进行了调整,并根据闪烁仪数据进行了验证。结果显示,SSEBop提供最准确的ETa估计(KGE = 0.83), PyMETRIC、TSEB和PySEBAL紧随其后(KGE≥0.73)。相反,ETLook表现不佳,未能捕获空间ETa变化。通过模型的整体平均值,实现了显着的性能增强(RMSE= 0.34 mm day⁻¹和KGE= 0.90)。我们进一步证明,可能由于更大的参数不确定性,双源ETa模型本质上并不优于单源模型。我们强调了考虑灌溉、收获和绿洲效应对精确模型应用的重要性。除ETLook外,所有评估模型均满足农田灌溉管理的推荐精度。本研究在考虑灌溉和收获动态的同时,揭示了复杂的农田尺度农业水管理ETa模型的选择。我们的研究结果为遥感ETa模型的业务应用和促进干旱农业环境下的智慧农业提供了重要见解。
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引用次数: 0
Overcoming the salinity and nitrate leaching paradox in soil-grown pepper in mediterranean greenhouses 克服地中海大棚土栽辣椒盐硝淋失悖论
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2025.110112
M. Gallardo , J. Salinas , M.T. Peña-Fleitas , M. López-Martín , F.M. Padilla , R.B. Thompson
The salinity-nitrate (NO3-) leaching paradox is an increasingly important issue in soil-grown intensive vegetable production systems in drier regions. Traditional management of either salinity or NO3- leaching promotes the other. This is an issue in the greenhouse vegetable production system of Almeria where legislation requires reduced NO3- leaching and on-going salinisation of aquifer water, used for irrigation, is an increasingly serious problem. In this cropping system, complete nutrient solutions (NS) are applied in every irrigation (every 1–4 days), most N is applied as NO3-. A management strategy, called Leaching Fraction of Water and Reduced N (LF-W&RN) developed to deal with this paradox was examined in two greenhouse-grown sweet pepper crops. After the EC of the soil solution (ECss) had increased to a specified maximum threshold value, a leaching fraction (LF) of water was applied immediately prior to each irrigation with NS. Concurrently, the [NO3-] of the NS was reduced to 50 %. This was restored to 100 % when monitoring of crop N status, using petiole sap [NO3-], indicated imminent N deficiency. This management strategy was compared with: (i) application of a LF of water before every irrigation with NS throughout the crop (CLF-W), (ii) application of a LF of NS with all NS irrigations after the threshold ECss was reached (LF-NS), and (iv) the control where no LF was applied (CT). With LF-W&RN unlike other strategies, ECss was always within or very close to the threshold ECss, and appreciably less N was applied. Additionally, appreciably less N was leached and accumulated in soil as mineral N. Yield and fruit quality were very similar for the four strategies in the two crops. The results with the LF-W&RN strategy incorporating on-going monitoring of soil salinity and crop N status can be regarded as “proof of concept” of an effective general approach for dealing with the salinity-NO3- leaching paradox in intensive vegetable production.
盐碱-硝态氮(NO3-)淋失悖论是干旱地区土壤集约化蔬菜生产系统中日益重要的问题。传统的盐化或硝淋的管理促进了另一个。这是阿尔梅里亚温室蔬菜生产系统中的一个问题,在那里立法要求减少NO3-淋滤和用于灌溉的含水层水的持续盐碱化是一个日益严重的问题。在该种植制度中,每次灌溉(1 ~ 4 d)施用全营养液,大部分氮以NO3-的形式施用。在两个温室种植的甜椒作物中研究了一种管理策略,称为水浸出分数和减氮(LF-W&;RN),以处理这一悖论。在土壤溶液(ECss)的EC增加到规定的最大阈值后,在每次用NS灌溉之前立即施用浸出分数(LF)的水。同时,NS的[NO3-]降低到50% %。当使用叶柄液[NO3-]监测作物氮状态时,这一比例恢复到100% %,表明即将出现氮缺乏。将该管理策略与以下情况进行比较:(i)在整个作物中每次灌溉前施用低浓度水(CLF-W), (ii)在达到ECss阈值后所有NS灌溉时施用低浓度水(LF-NS),以及(iv)不施用低浓度水的对照(CT)。与其他策略不同,LF-W&;RN的ECss总是在或非常接近阈值ECss,并且应用的N明显较少。此外,两种作物的4种策略的产量和果实品质非常相似,土壤中以矿质氮的形式淋溶和积累的氮明显减少。结合持续监测土壤盐分和作物氮状况的LF-W&;RN策略的结果可以被视为处理集约化蔬菜生产中盐分- no3 -淋失悖论的有效通用方法的“概念证明”。
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引用次数: 0
Optimal regulation pattern of water resources in a multi-source irrigation system in southern China 南方多水源灌溉系统水资源优化调控模式
IF 6.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.agwat.2026.110121
Xueyin Zhao , Sihang Zhou , Chi Tang , Zumei Chen , Yang Yang , Conglin Wu , Yuanlai Cui , Yufeng Luo
Optimizing water management patterns significantly enhances water−use efficiency in multi-source irrigation districts. Current research remains limited on optimizing multi-water source allocation within irrigation systems. Therefore, taking a typical multi-source irrigation district (Yangshudang watershed) in southern China as a case study, a ditch−canal−pond−reservoir system water balance simulation model (Ds-WBM) was constructed to quantitatively analyze the difference in water source use between 2021 and 2022, and a simulation−optimization framework based on the Ds-WBM was developed to optimize the regulation pattern of multiple water sources in the irrigation district. The results revealed significant spatial differences in the use of irrigation water sources in the irrigation district, which were primarily driven by topographic conditions and irrigation water source configuration. Optimized allocation under varying conditions reduced irrigation costs by up to 30.95 % and increased return flow reuse by up to 14.30 %, with future rainfall scenarios outperforming current conditions. The proposed optimal regulation pattern of water resources can provide a practical option for local irrigation district managers and farmers to improve irrigation water use efficiency and reduce irrigation costs.
优化水资源管理模式可显著提高多源灌区的水资源利用效率。目前的研究仍然局限于优化灌溉系统内的多水源分配。为此,以中国南方典型多水源灌区(杨树塘流域)为例,构建渠-渠-塘-库系统水量平衡模拟模型(Ds-WBM),定量分析2021 - 2022年灌区水源利用差异,并构建基于Ds-WBM的模拟优化框架,对灌区多水源调节模式进行优化。结果表明,灌区灌溉水源利用存在显著的空间差异,主要受地形条件和灌溉水源配置的驱动。在不同条件下的优化分配减少了高达30.95% %的灌溉成本,并增加了高达14.30% %的回流再利用,未来降雨情景优于当前条件。本文提出的水资源优化调控模式可为地方灌区管理者和农民提高灌溉水利用效率和降低灌溉成本提供切实可行的选择。
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引用次数: 0
期刊
Agricultural Water Management
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