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Improving crop productivity by optimizing straw returning patterns to delay senescence of wheat leaves 通过优化秸秆还田模式延迟小麦叶片衰老提高作物产量
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-13 DOI: 10.1016/j.eja.2024.127274
Pan Li , Wen Yin , Zhilong Fan , Falong Hu , Lianhao Zhao , Hong Fan , Wei He , Qiang Chai

Early senescence in the conventional pattern of wheat production is widespread, leading to decline in potential for increased and stabilized yield. Straw returning could effectively improve soil quality and extend the growth period of wheat. However, the response mechanism of straw returning in delaying leaves senescence and increasing crop productivity by regulating the internal physiological and biochemical processes of leaves is not clear. A field experiment was conducted in northwest China in 2013 (the data used in the text from 2021–2023) with four straw returning patterns: no tillage with straw mulching (NTSM), no tillage with straw standing (NTSS), conventional tillage with straw returning (CTS), and conventional tillage with straw removing (CT, the control). The antioxidant enzyme activities, cellular osmotic contents, endogenous hormones contents, stay-green capability of wheat leaves, photosynthetic source, and crop yield were investigated and analyzed. We found that no tillage with straw mulching (NTSM and NTSS) could effectively enhance the antioxidant and cell osmoregulation capabilities of wheat leaves during the grain filling process. Compared to CT, the SOD activity of NTSM and NTSS increased by 24.9–28.2 % and 18.6–20.4 %, respectively. Soluble protein content increased by 37.3–43.2 % and 25.2–57.1 %, and proline content increased by 37.3–78.4 % and 26.5–31.4 %. However, malondialdehyde content decreased by 20.3–21.4 % and 19.2–23.2 %. It was evident that the NTSM treatment provided a solid physiological foundation for delaying leaves senescence. NTSM could also help to maintain the homeostasis of endogenous hormones in wheat leaves during the grain filling period. Compared to CT, the contents of zeatin, salicylic acid, and jasmonic acid of NTSM increased by 23.3–27.2 %, 18.5–22.0 %, and 15.2–15.3 %, while abscisic acid content of NTSM decreased by 9.4–10.2 %. Based on physiological changes within the leaves, NTSM and NTSS reduced stay-green of leaves before 45 d post-emergence by 20.6–20.9 % and 17.5–17.8 % compared to CT. After 45 d post-emergence, NTSM and NTSS increased stay-green of leaves by 21.9–23.0 % and 17.0–19.1 % over CT. Thus, the grain yield of NTSM was 15.0–22.2 % and 9.0–11.3 % higher than that with CT and CTS, primarily due to the synchronous increase in ear number and thousand grain weight. Therefore, no tillage with straw mulching promoted the mobilization of antioxidant and cellular osmoregulatory responses, optimized endogenous hormones signaling, and maintained higher photosynthesis source and stay-green during the grain filling stage, thus delaying leaves senescence and increasing crop productivity in arid irrigated areas.

传统的小麦生产模式普遍存在早衰现象,导致增产和稳产潜力下降。秸秆还田可以有效改善土壤质量,延长小麦生长期。然而,秸秆还田通过调节叶片内部生理生化过程延缓叶片衰老、提高作物产量的反应机制尚不清楚。2013年在中国西北地区进行了一项田间试验(文中使用的数据为2021-2023年的数据),试验采用了四种秸秆还田模式:秸秆覆盖免耕(NTSM)、秸秆静置免耕(NTSS)、秸秆还田常规耕作(CTS)和秸秆去除常规耕作(CT,对照)。研究分析了小麦叶片的抗氧化酶活性、细胞渗透压含量、内源激素含量、留绿能力、光合源和作物产量。我们发现,免耕加秸秆覆盖(NTSM 和 NTSS)能有效提高小麦叶片在籽粒充实过程中的抗氧化能力和细胞渗透调节能力。与 CT 相比,NTSM 和 NTSS 的 SOD 活性分别提高了 24.9-28.2 % 和 18.6-20.4 %。可溶性蛋白质含量分别增加了 37.3-43.2 % 和 25.2-57.1 %,脯氨酸含量分别增加了 37.3-78.4 % 和 26.5-31.4 %。然而,丙二醛含量分别下降了 20.3-21.4 % 和 19.2-23.2 %。很明显,NTSM 处理为延迟叶片衰老提供了坚实的生理基础。NTSM 还有助于维持小麦叶片在籽粒灌浆期的内源激素平衡。与 CT 相比,NTSM 的玉米素、水杨酸和茉莉酸含量分别增加了 23.3-27.2%、18.5-22.0% 和 15.2-15.3%,而脱落酸含量则减少了 9.4-10.2%。根据叶片内部的生理变化,与 CT 相比,NTSM 和 NTSS 在萌发后 45 d 前可减少叶片留绿,分别减少 20.6-20.9 % 和 17.5-17.8 %。萌芽后 45 d 后,NTSM 和 NTSS 比 CT 增加了 21.9-23.0 % 和 17.0-19.1 % 的叶片留绿率。因此,NTSM 的谷物产量比 CT 和 CTS 分别高出 15.0-22.2 % 和 9.0-11.3 %,这主要是由于穗数和千粒重的同步增加。因此,秸秆覆盖免耕促进了抗氧化和细胞渗透调节反应的调动,优化了内源激素信号传导,并在谷粒灌浆期保持了较高的光合作用源和留绿,从而延缓了叶片衰老,提高了干旱灌溉区的作物产量。
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引用次数: 0
Leafiness-LiDAR index and NDVI for identification of temporal patterns in super-intensive almond orchards as response to different management strategies 用叶绿素-激光雷达指数和 NDVI 识别超级密集型杏树果园的时间模式,作为对不同管理策略的响应
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-13 DOI: 10.1016/j.eja.2024.127278
L. Sandonís-Pozo , B. Oger , B. Tisseyre , J. Llorens , A. Escolà , M. Pascual , J.A. Martínez-Casasnovas

The use of super-intensive orchards is a growing trend in fruit production. The present study aims to improve management of these cropping systems by focusing on how agronomic decisions impact orchard dynamics in the short to medium term and by providing a decision-support approach based on stable temporal patterns from previous seasons. A multitemporal study using remote sensing and LiDAR was conducted in a commercial almond orchard over four growing seasons (2019–2022) to determine the optimal timing of image acquisition for variable pre-harvest treatments. A model-based clustering (mclust) was applied to optimal Sentinel-2 NDVI maps and apparent soil electrical conductivity (ECa) data, interpolated to the pixel centroids of Sentinel-2 image grids, to delineate potential management zones (PMZs). The leafiness-LiDAR index (LLI), a leaf area index (LAI) estimator, was obtained as ground truth after summer pruning and before harvesting, showing a significant influence of fertigation and pruning on the LAI, with summer pruning particularly influencing orchard dynamics. The optimal time for NDVI mapping was found to be two months after summer pruning in productive years and two weeks after in unproductive years. The delineated PMZs were consistent across seasons and corresponded to significant LAI differences. This method could contribute to improving resource management and sustainability in super-intensive commercial orchards.

使用超级密集型果园是水果生产中一个日益增长的趋势。本研究旨在通过关注农艺决策如何在中短期内影响果园动态,并根据以往季节的稳定时间模式提供决策支持方法,从而改善这些种植系统的管理。利用遥感和激光雷达在一个商业杏树果园进行了四季(2019-2022 年)的多时研究,以确定不同采收前处理的最佳图像采集时间。将基于模型的聚类(mclust)应用于最佳哨兵-2 NDVI 地图和表观土壤电导率(ECa)数据(插值到哨兵-2 图像网格的像素中心点),以划定潜在管理区(PMZ)。作为地面实况,在夏季修剪后和收获前获得了叶绿素-激光雷达指数(LLI),这是一种叶面积指数(LAI)估算器,表明施肥和修剪对 LAI 有显著影响,其中夏季修剪对果园动态的影响尤为明显。在丰产年份,NDVI 测绘的最佳时间是夏季修剪后的两个月,而在非丰产年份,最佳时间是夏季修剪后的两周。划定的 PMZ 跨季节一致,并与显著的 LAI 差异相对应。这种方法有助于改善超密集型商业果园的资源管理和可持续性。
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引用次数: 0
Over 50 years of a field experiment on cropping systems in Bałcyny, Poland: Assessing pesticide residues in soil and crops from the perspective of their field application history 波兰巴乌西尼种植系统田间试验 50 多年:从田间施用历史的角度评估土壤和作物中的农药残留量
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-11 DOI: 10.1016/j.eja.2024.127270
Magdalena Jastrzębska, Marta K. Kostrzewska, Marek Marks

Many agricultural problems can be illustrated and solved through long-term field experiments. Since 1967, an experiment has been conducted in Bałcyny, Poland, to compare continuous cropping with growing crops in crop rotation. The experiment also provides information on the history of chemical crop protection, which may have influenced soil and crop contamination with pesticide residues. In this study, fields of winter rye in continuous cropping (CCrye) and a 5–6-field crop rotation (CRrye) were used as an example to investigate the occurrence of pesticides in soil and grain in the context of previous use of chemical crop protection products. Two levels of crop protection were also examined: herbicide (since the 1972/73 growing season) and fungicide (since 1982/83) application (HF) and control treatment (CT; no herbicides since 1972/73, no fungicides since 1982/83). Insecticides were used only when absolutely necessary. Between 1967 and 2019, 58 different active substances were applied to the fields selected for this study. Soil and grain samples collected in 2019 after rye harvest were analyzed for the presence of 441 and 496 different substances, respectively. Only DDT and its metabolites were detected in soil, even though DDT was not applied to the fields after 1967. The concentration of ΣDDT (sum of all metabolites and isomers) ranged from 038 to 130 µg kg–1 soil and exceeded the limit set in Poland (120 µg kg–1) under CRrye-HF treatment. In winter rye grain, no pesticide residues were found. The results show that long-term rational use of less persistent pesticides does not lead to contamination of the soil or the test cereal grain, but DDT continues to threaten the environment five decades after its probable last use. The study points to the value of comprehensive long-term recording for providing a retrospective assessment of pesticide exposure. Long-term field experiments facilitate this approach.

许多农业问题都可以通过长期的田间试验得到说明和解决。自 1967 年以来,波兰的巴乌西尼一直在进行一项实验,以比较连作和轮作。该实验还提供了有关化学作物保护历史的信息,这些历史可能影响了土壤和作物的农药残留污染。在这项研究中,以连作(CCrye)和 5-6 田轮作(CRrye)的冬黑麦田为例,调查了在以前使用化学作物保护产品的情况下,土壤和谷物中农药的发生情况。此外,还考察了两种作物保护水平:除草剂(自 1972/73 年生长季起)和杀菌剂(自 1982/83 年起)的使用(HF)以及对照处理(CT;自 1972/73 年起未使用除草剂,自 1982/83 年起未使用杀菌剂)。只有在绝对必要时才使用杀虫剂。从 1967 年到 2019 年,本研究选择的田地共施用了 58 种不同的活性物质。2019 年黑麦收获后采集的土壤和谷物样本分别分析了 441 种和 496 种不同物质。尽管 1967 年后田地中不再施用滴滴涕,但土壤中只检测到滴滴涕及其代谢物。土壤中 ΣDDT(所有代谢物和异构体的总和)的浓度范围为 038 至 130 µg kg-1,超过了波兰在 CRrye-HF 处理下设定的限值(120 µg kg-1)。在冬季黑麦谷物中没有发现农药残留。研究结果表明,长期合理使用持久性较低的杀虫剂不会导致土壤或试验谷物受到污染,但滴滴涕在可能最后一次使用五十年后仍对环境造成威胁。这项研究表明,全面的长期记录对于提供农药暴露的回顾性评估很有价值。长期田间试验有助于采用这种方法。
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引用次数: 0
Optimal species proportions, traits and sowing patterns for agroecological weed management in legume–cereal intercrops 豆类-谷类间作作物中进行农业生态杂草管理的最佳物种比例、性状和播种模式
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-09 DOI: 10.1016/j.eja.2024.127266
Pierre Lebreton , Laurent Bedoussac , Catherine Bonnet , Etienne-Pascal Journet , Eric Justes , Nathalie Colbach

Intercropping, i.e., growing several species in the same field for a major part of their growing periods, often improves yield and weed control, but their performance greatly varies across situations. The aim of this study was to evaluate the effects of bi-species legume–cereal intercrops on weed dynamics and their impact on crop production, in the absence of nitrogen or water stress, via simulations with FlorSys. This individual-based 3D model simulates daily crop–weed seed and plant dynamics over the years, from cropping system and pedoclimate, focusing on competition for light. The study tested seven species proportions in two species mixtures (wheat–faba bean and barley–pea) and nine spatial sowing patterns in three species mixtures (triticale–faba bean, wheat–faba bean, wheat–pea), in both cases comparing the intercrops with the corresponding sole crops (controls). Intercrops and controls were inserted into rotations and simulated over 30 years and repeated with 10 climate scenarios from South-Western France, either with or without weeds. The simulations showed that: (1) the intercrops that best controlled weeds were barley–pea and triticale–faba bean, (2) the spatial pattern alternating one cereal row with one legume row as well as the 67 %-cereal–33 %-legume and 100 %-cereal–50 %-legume species proportions were those that maximised yields and minimised losses due to weeds, (3) the weed biomass in intercrop was greater than or equal to that of the sole cereal, and less than that of the sole legume, and (4) legumes benefitted more from intercropping than cereals because cereals are more competitive against weeds. Intercrop yield was best when combining species with contrasting shading responses (etiolated with stockier plants, leafy with stemmier plants) but early and good plant emergence was essential, particularly for weed suppression.

间作,即在同一块田地的大部分生长期种植多个物种,通常能提高产量和控制杂草,但在不同的情况下,间作的表现却大相径庭。本研究的目的是在没有氮或水胁迫的情况下,通过使用FlorSys进行模拟,评估双物种豆科-谷类间作对杂草动态的影响及其对作物产量的影响。这种基于个体的三维模型模拟了作物-杂草种子和植株多年来的日常动态,包括种植系统和气候,重点是对光的竞争。研究测试了两种混合作物(小麦-蚕豆和大麦-豌豆)中的七种物种比例,以及三种混合作物(三棱豆-蚕豆、小麦-蚕豆、小麦-豌豆)中的九种空间播种模式,在这两种情况下,都将间作作物与相应的单一作物(对照)进行了比较。将间作作物和对照作物插入轮作中,模拟 30 年的情况,并根据法国西南部的 10 种气候情景进行重复模拟,包括有杂草或无杂草的情况。模拟结果表明(1) 控制杂草效果最好的间作作物是大麦-豌豆和三棱豆-蚕豆,(2) 一行谷物与一行豆科植物交替种植的空间模式,以及 67% 谷物-33% 豆科植物和 100% 谷物-50% 豆科植物的物种比例,都能最大限度地提高产量,减少杂草造成的损失、(3) 杂草在间作中的生物量大于或等于单一谷物的生物量,小于单一豆科植物的生物量,以及 (4) 豆科植物比谷物从间作中获益更多,因为谷物对杂草的竞争力更强。间作的产量以具有不同遮荫反应的物种(茎秆较粗的植株为黄化植株,茎秆较长的植株为叶生植株)为最佳,但植株出苗早且出苗率高至关重要,尤其是在抑制杂草方面。
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引用次数: 0
Estimation of grain filling rate and thousand-grain weight of winter wheat (Triticum aestivum L.) using UAV-based multispectral images 利用基于无人机的多光谱图像估算冬小麦(Triticum aestivum L.)的籽粒灌浆率和千粒重
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-08 DOI: 10.1016/j.eja.2024.127258
Baoyuan Zhang , Limin Gu , Menglei Dai , Xiaoyuan Bao , Qian Sun , Xuzhou Qu , Mingzheng Zhang , Xingyu Liu , Chengzhi Fan , Xiaohe Gu , Wenchao Zhen

Estimating grain filling rate (GFR) and thousand-grain weight (TGW) plays an important role in evaluating yield and guiding the selection of varieties and cultivation strategies of winter wheat (Triticum aestivum L.). However, the current GFR and TGW monitoring methods mainly rely on destructive sampling, which can not achieve rapid estimation in a large area of farmland. This study aims to establish a method for estimating GFR and TGW of winter wheat using multispectral UAV images. Initially, grey correlation analysis method was used to evaluate the contributions of Leaf Area Index (LAI), Chlorophyll Content (SPAD), Aboveground Biomass (AGB) to GFR. A new comprehensive indicator, called LAI-SPAD-AGB index (LSA), was proposed to characterize GFR by establishing a linear regression model between LSA and GFR. Subsequently, UAV-based multispectral images were used to estimate LAI, SPAD, AGB, employing the methods such as Partial Least Squares Regression (PLSR), Random Forest (RF), and eXtreme Gradient Boosting (XGBoost). Using the linear regression equation between LSA and GFR along with estimated LSA values, GFR was estimated and mapped. TGW was estimated based on GFR and grain-filling duration (GFD). Results showed the high GFR estimation accuracy (R2: 0.89, RMSE: 0.29 g/d, NRMSE: 10.0 %) and remarkable TGW estimation precision (R2: 0.92, RMSE: 4.20 g, NRMSE: 8.1 %). The parcel-scale distribution maps of estimated GFR and TGW were generated. The novel and non-destructive method of estimating GFR and TGW of winter wheat using UAV-based images can offer strong support for water and fertilizer management in the field.

估测冬小麦籽粒灌浆率(GFR)和千粒重(TGW)对评价产量、指导品种选择和栽培策略具有重要作用。 然而,目前的籽粒灌浆率和千粒重监测方法主要依靠破坏性取样,无法实现大面积农田的快速估测。本研究旨在建立一种利用多光谱无人机图像估算冬小麦 GFR 和 TGW 的方法。首先,采用灰色关联分析方法评估叶面积指数(LAI)、叶绿素含量(SPAD)和地上生物量(AGB)对 GFR 的贡献。通过建立 LSA 与 GFR 之间的线性回归模型,提出了一种新的综合指标,即 LAI-SPAD-AGB 指数(LSA),用于表征 GFR。随后,利用基于无人机的多光谱图像,采用部分最小二乘法回归(PLSR)、随机森林(RF)和极端梯度提升(XGBoost)等方法估算了LAI、SPAD和AGB。利用 LSA 和 GFR 之间的线性回归方程以及估计的 LSA 值,对 GFR 进行估计和绘图。根据 GFR 和谷粒充实持续时间 (GFD) 对 TGW 进行了估算。结果表明,谷物饱满度估算精度高(R2:0.89,均方根误差:0.29 克/天,净均方根误差:10.0%),谷物总重估算精度高(R2:0.92,均方根误差:4.20 克,净均方根误差:8.1%)。生成了估算的 GFR 和 TGW 的地块尺度分布图。这种利用无人机图像估算冬小麦GFR和TGW的新型无损方法可为田间水肥管理提供有力支持。
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引用次数: 0
Pesticide use is affected more by crop species than by crop diversity at the cropping system level 在种植系统层面,农药使用受作物种类的影响比受作物多样性的影响更大
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-08 DOI: 10.1016/j.eja.2024.127263
Yaoyun Zhang , Laurent Bedoussac , Chaochun Zhang , Wen-Feng Cong , Maé Guinet , Romain Nandillon , Nicolas Munier-Jolain

Crop diversification has been shown to enhance a number of ecosystem services, including the regulation of insect pest, weed and pathogen pressure, thereby reducing pesticide needs and use. However, the quantitative relationship between crop diversification at the cropping system scale and pesticide use has been rarely addressed and is mostly supported by evidence from landscape scale or a few long-term experiments. Nevertheless, crop diversification can reduce pesticide use both as a result of the use of crops with lower inherent pesticide reliance (the effect of crop species), and as a result of the pest regulation effect due to the number of different crops in the cropping system (the effect of crop diversity). These two effects combine into a net effect at the cropping system scale which can be difficult to differentiate through experimental design or a modeling approach. We employed the DEPHY network database describing 1285 cropping systems and 67 cash crops to disentangle and quantify the two complementary effects on pesticide use at the cropping system level. Our results show that crop species and crop diversity explain 37.1 % and 1.3 % of the cropping systems total pesticide use variance respectively, while 38.7 % explained by other factors (Residuals). Excluding the crop species effect reveals that adding one crop in the cropping system decreases total pesticide use by 0.09 units of treatment frequency index, on average. Further studies are needed to shed light on the effects of crop species characteristics, as well as take into account other factors such as climate conditions.

作物多样化已被证明能增强许多生态系统服务,包括调节虫害、杂草和病原体的压力,从而减少农药的需求和使用。然而,作物种植系统范围内的作物多样化与杀虫剂使用之间的定量关系却很少得到研究,大多是由景观范围或少数长期实验提供的证据支持。然而,作物多样化可以减少农药的使用,这既是由于使用了固有农药依赖性较低的作物(作物种类的影响),也是由于种植系统中不同作物的数量所产生的害虫调节效应(作物多样性的影响)。这两种效应在种植系统尺度上结合成一个净效应,很难通过实验设计或建模方法加以区分。我们利用描述了 1285 个种植系统和 67 种经济作物的 DEPHY 网络数据库,在种植系统层面上对农药使用的两种互补效应进行了分解和量化。结果表明,作物种类和作物多样性分别解释了 37.1%和 1.3%的种植系统农药使用总量变异,而其他因素(残差)解释了 38.7%的农药使用总量变异。剔除作物种类的影响后发现,在种植系统中增加一种作物会使农药总用量平均减少 0.09 个处理频率指数单位。需要进一步研究作物种类特性的影响,并考虑气候条件等其他因素。
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引用次数: 0
Legume-based crop rotations as a strategy to mitigate fluctuations in fertilizer prices? A case study on bread wheat genotypes in northern Spain using life cycle and economic assessment 以豆科植物为基础的轮作作为缓解化肥价格波动的战略?利用生命周期和经济评估对西班牙北部面包小麦基因型的案例研究
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-03 DOI: 10.1016/j.eja.2024.127267
Mareike Weiner , Simon Moakes , María Dolores Raya-Sereno , Julia Cooper

Today’s agricultural production is heavily dependent on synthetic nitrogen (N) fertilizer. Its energy-intensive production and use are associated with a number of environmental burdens, such as global warming and marine eutrophication. Furthermore, fertilizer prices are subject to high volatility and have been rising steadily for years. One strategy to reduce the dependence on synthetic N fertilizer is to include legumes in the crop rotation, but it is important that this practice is economically viable to be adopted by farmers. Through gross margin analysis and life cycle assessment (LCA), we quantified the economic and environmental impacts of introducing grain legumes into rainfed bread wheat rotations in northern Spain. The analysis covered the full two-year sequences of barley-wheat, rapeseed-wheat and vetch-wheat. We further investigated the effect of four different bread wheat genotypes on the environmental and economic performance. In this case study, replacing synthetic N fertilizer with legume-fixed N in a two-year cropping rotation decreased most of the analysed environmental impacts. Modelled greenhouse gas emissions were 24 % lower for vetch-wheat compared to barley-wheat and 11 % lower compared to rapeseed-wheat. Despite higher wheat yield, the vetch-wheat rotation had an 18 % lower gross margin than the rapeseed rotation and a 1 % higher gross margin than the barley rotation. The sensitivity analysis showed that only when fertilizer and wheat grain prices were more than doubled, that the legume rotation became more profitable than the other rotations. Consequently, farmers would require a financial incentive to include legumes in crop rotations and reduce environmental impacts.

当今的农业生产严重依赖合成氮肥。其高能耗的生产和使用带来了一系列环境负担,如全球变暖和海洋富营养化。此外,化肥价格波动很大,多年来一直在持续上涨。减少对合成氮肥依赖的策略之一是在轮作中加入豆科植物,但重要的是,这种做法必须在经济上可行,才能被农民采用。通过毛利分析和生命周期评估(LCA),我们量化了在西班牙北部的雨水灌溉面包小麦轮作中引入豆科植物对经济和环境的影响。分析涵盖了大麦-小麦、油菜籽-小麦和薇甘菊-小麦的整个两年序列。我们进一步研究了四种不同的面包小麦基因型对环境和经济效益的影响。在这项案例研究中,在两年轮作中用豆科植物固定氮肥替代合成氮肥减少了大部分分析的环境影响。与大麦-小麦相比,薇甘菊-小麦的模拟温室气体排放量减少了 24%,与油菜籽-小麦相比减少了 11%。尽管小麦产量较高,但蔬菜-小麦轮作的毛利率比油菜籽轮作低 18%,比大麦轮作的毛利率高 1%。敏感性分析表明,只有当化肥和小麦谷物价格翻了一番以上时,豆科轮作才比其他轮作更有利可图。因此,农民需要一种经济激励机制来将豆科植物纳入轮作中,并减少对环境的影响。
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引用次数: 0
Mapping the science around Xylella fastidiosa: An update after the outbreak on Italian olive groves 绘制围绕 Xylella fastidiosa 的科学地图:意大利橄榄园疫情爆发后的最新情况
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-02 DOI: 10.1016/j.eja.2024.127250
Elisabetta Raparelli , Sofia Bajocco , Fabrizio Ginaldi , Gianni Fila

Xylella fastidiosa (Xf) is a plant pathogen which attacks vines, citrus fruits, olive, almond and several many other species, causing considerable economic losses. In the last few years Xf has become a global threat after being a local problem for decades: while it was once known only in circumscribed regions of the Americas, in 2013 it began to devastate olive groves in Southern Italy, and its presence has also been reported in France, Spain, and Portugal. Even though Xf has been under study since the late 1980s, the rapid worldwide spread raises the question of whether research infrastructure is adequately prepared to address new challenges, such as the need for novel methods to control and prevent Xf infection, gaining a deeper understanding of its biology and life cycle to identify vulnerable intervention points, coordinating international responses to combat its spread, and mitigating impacts on crops and the agricultural environment. Using a bibliometric approach, this study tried to answer this question by tracing an overview of the evolution of Xf literature from 1989 to present. The analysis was conducted on the Scopus database focusing separately on three periods (1989–1999; 2000–2010; 2011–2021). After a pioneering phase in 1989–1999, the intermediate period resulted the one with the highest scientific production, in which most currently ongoing research lines were started. The last period showed a revitalization of research after some years of decline, mostly due to the recent outbreak on olive in Europe, but it was characterized by a slower increment of topics with a growth of interconnection level among themes, indicating an ongoing process of consolidation of the established research lines. The authorship and thematic characterization demonstrated that Xf research was shaped by a "geographical factor", which has represented a crucial element over time and continues to have an impact on how collaborations and topics are organized.

Xylella fastidiosa(Xf)是一种植物病原体,可侵害葡萄树、柑橘类水果、橄榄树、杏树和其他许多树种,造成巨大的经济损失。过去几十年来,Xf一直是一个地方性问题,而在最近几年,它已成为一个全球性威胁:虽然它曾经只出现在美洲的局部地区,但在2013年,它开始在意大利南部的橄榄园中肆虐,法国、西班牙和葡萄牙也有关于它出现的报道。尽管 Xf 自 20 世纪 80 年代末以来就一直受到研究,但其在全球范围内的迅速蔓延提出了一个问题:研究基础设施是否已做好充分准备来应对新的挑战,例如需要采用新方法来控制和预防 Xf 感染,深入了解其生物学特性和生命周期以确定易受攻击的干预点,协调国际应对措施以阻止其蔓延,以及减轻其对作物和农业环境的影响。本研究采用文献计量学方法,试图通过追溯 1989 年至今 Xf 文献的演变概况来回答这一问题。分析在 Scopus 数据库中进行,分别侧重于三个时期(1989-1999 年;2000-2010 年;2011-2021 年)。在 1989-1999 年的开拓阶段之后,中间时期的科研成果最多,目前正在进行的大多数研究都是在这一时期开始的。最后一个阶段表明,在经历了几年的衰退之后,研究工作重新焕发了活力,这主要是由于最近欧洲爆发的橄榄疫情,但这一阶段的特点是专题的增加速度放慢,专题之间的相互联系水平有所提高,这表明正在对已确立的研究路线进行巩固。作者身份和主题特征表明,Xf 研究是由 "地理因素 "决定的,随着时间的推移,地理因素已成为一个关键因素,并将继续对如何组织合作和主题产生影响。
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引用次数: 0
On-farm evidence on breaking yield barriers through optimizing wheat cropping system in Indo Gangetic Plain 通过优化印度恒河平原小麦种植系统打破产量障碍的农场证据
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-01 DOI: 10.1016/j.eja.2024.127256
Radheshyam , Shankar Lal Jat , M.L. Jat , C.M. Parihar , H.S. Jat , A.K. Singh , Deepak Bijarniya , Smruti Ranjan Padhan , Praveen V. Kadam , Manish Kumar

The wheat production in the food basket of South Asia has plateaued with threats of environmental sustainability and posing a serious challenge to future food security. For sustainable wheat production in conventional rice-wheat (CTRW) systems under changing climatic scenario, atwo-year on-farm study was conducted. We evaluated system optimization practices (SOP) of legume inclusion with CTR-zero-tillage (ZT) wheat-mungbean (CTR-ZTWMb) and direct seeded rice-ZT wheat-mungbean (DSR-ZTWMb) and triple ZT (raised bed) based futuristic systems of maize-wheat-mungbean (ZTMWMb) and soybean-wheat-mungbean (ZTSWMb). The global warming potential (GWP) of wheat production was significantly reduced by 811 kg CO2 eq/ha (783−861) in the SOP compared to CTRW. Moreover, the water usein wheat reduced by 85.9 and 85.2 ha-mm/ha in CTR-ZTWMb and DSR-ZTWMb with higher reduction in ZTMWMb and ZTSWMb by128.7 and 118.0 ha-mm/ha, respectively over CTRW. Similarly, the total weed density was reduced at 60 (39 and 52 %) and 90 (38 and 49 %) days after sowing with CTR-ZTWMb and DSR-ZTWMb over CTRW. However, the weed density reduction was lesser with ZTSWMb and ZTMWMb at 60 (3.0 and 23.6 %), and 90 (9.8 and 31.0 %) days after sowingcompared to the CTRW.The partial factor productivity (PFP) of NPK applied was 8.5–19.0 % higher under SOP over the CTRW. The use of non-renewable energy in wheat cultivation was reduced by 24.4–28.9 % with SOP over CTRW. The enhancement in wheat grain yield (7.4–11.8 %) and net returns (98–169 US$/ha) was also recorded with CTR-ZTWMb and DSR-ZTWMb and this gain in futuristic systems (ZTMWMb and ZTSWMb) was much higher in grain yield (17.2–21.0 %) as well as in net returns (283 and 362 US$/ha) over CTRW. The adoption of these SOPs on 1 million ha could produce 0.37–1.05 million t additional wheat over CTRW. The on-farm study evidenced thatwheat production with system optimization practices of legume inclusion and zero tillage are better alternatives to achieve higher productivity and profitability with a lesserenvironmental footprint in Indo-Gangetic Plains and similar agroecological regions.

南亚菜篮子国家的小麦产量已趋于稳定,环境可持续性受到威胁,对未来的粮食安全构成严重挑战。为了在不断变化的气候条件下实现传统稻麦(CTRW)系统中小麦的可持续生产,我们开展了一项为期两年的农场研究。我们评估了将豆科植物与CTR-零耕作(ZT)小麦-绿豆(CTR-ZTWMb)、直播稻-ZT小麦-绿豆(DSR-ZTWMb)以及基于三ZT(高床)的玉米-小麦-绿豆(ZTMWMb)和大豆-小麦-绿豆(ZTSWMb)未来系统相结合的系统优化实践(SOP)。与 CTRW 相比,SOP 小麦生产的全球升温潜能值(GWP)显著降低了 811 千克二氧化碳当量/公顷(783-861)。此外,与 CTRW 相比,CTR-ZTWMb 和 DSR-ZTWMb 的小麦用水量分别减少了 85.9 和 85.2 公顷-毫米/公顷,ZTMWMb 和 ZTSWMb 的用水量分别减少了 128.7 和 118.0 公顷-毫米/公顷。同样,与 CTRW 相比,CTR-ZTWMb 和 DSR-ZTWMb 在播种后 60 天(39% 和 52%)和 90 天(38% 和 49%)的杂草总密度也有所降低。然而,与 CTRW 相比,ZTSWMb 和 ZTMWMb 在播种后 60 天(3.0% 和 23.6%)和 90 天(9.8% 和 31.0%)的杂草密度降低幅度较小。与 CTRW 相比,SOP 小麦种植中不可再生能源的使用减少了 24.4-28.9%。在 CTR-ZTWMb 和 DSR-ZTWMb 中,小麦谷物产量(7.4-11.8%)和净收益(98-169 美元/公顷)也有所提高,未来系统(ZTMWMb 和 ZTSWMb)的谷物产量(17.2-21.0%)和净收益(283 和 362 美元/公顷)比 CTRW 高得多。在 100 万公顷土地上采用这些标准作业程序,可比 CTRW 多生产 0.37-1.05 百万吨小麦。田间研究证明,在印度-遗传平原和类似的农业生态区域,采用豆科植物融入和零耕作的系统优化方法进行小麦生产,是实现更高的生产率和收益率,同时对环境影响较小的更好选择。
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引用次数: 0
Machine learning based on functional principal component analysis to quantify the effects of the main drivers of wheat yields 基于功能主成分分析的机器学习,量化小麦产量主要驱动因素的影响
IF 4.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-06-28 DOI: 10.1016/j.eja.2024.127254
Florent Bonneu , David Makowski , Julien Joly , Denis Allard

Assessing the response of crop yield to year-to-year climate variability at the field scale is often done using process-based models and regression techniques. Although powerful, these tools rely on strong assumptions and can lead to substantial prediction errors. In this study, we investigate the use of a flexible machine learning algorithm combining Functional Principal Component Analysis and Random Forest, to relate field scale wheat yield to local daily climate variables. Instead of computing seasonal, monthly or any other arbitrary time-frame climate averages, climate time series are decomposed by Functional Principal Component Analysis into a few data-driven basis functions, called Principal Curves, in order to summarize the dynamic of key climate variables by a limited number of interpretable components. Scores associated to these components are then used as inputs of a Random Forest algorithm for yield prediction and for analysing important factors responsible for yield variability. To evaluate our approach, we use a French national database including wheat yield data as well as climate and management practice data for 298 farm fields from 2011 to 2016 in four main producing regions. Depending on the regions, our approach can explain from 62 % to 81 % of the yield variability when both agronomic and climate variables are included, down to 56–81 % when ignoring agronomic variables and 51–74 % when ignoring climate variables. Based on a year-by-year cross-validation, RMSE ranges from 0.5 t ha−1 to 2.1 t ha−1 in non-extreme years (2012–2015). However, prediction error can reach 3.6 t ha−1 in case of exceptional weather conditions, such as those experienced in 2016 in Northern France. We find that this new approach performs in most cases better than the same machine learning algorithm using the usual time averages of climate variables, without the need to choose an arbitrary time-frame. We then show how important patterns in weather time series can be identified and how their effects on yield can be interpreted using the proposed modelling framework.

在田间尺度上评估作物产量对逐年气候变异性的响应时,通常使用基于过程的模型和回归技术。这些工具虽然功能强大,但依赖于强有力的假设,可能会导致很大的预测误差。在本研究中,我们研究了如何使用灵活的机器学习算法,结合功能主成分分析和随机森林,将田间尺度的小麦产量与当地每日气候变量联系起来。与计算季节、月度或任何其他任意时间范围的气候平均值不同,功能主成分分析法将气候时间序列分解为一些数据驱动的基础函数(称为主曲线),以便用数量有限的可解释成分来概括关键气候变量的动态。然后,与这些成分相关的分数被用作随机森林算法的输入,用于预测产量和分析造成产量变化的重要因素。为了评估我们的方法,我们使用了一个法国国家数据库,其中包括 2011 年至 2016 年四个主产区 298 块农田的小麦产量数据以及气候和管理实践数据。根据不同地区的情况,当同时包含农艺和气候变量时,我们的方法可以解释 62% 到 81% 的产量变异性;当忽略农艺变量时,可以解释 56-81% 的产量变异性;当忽略气候变量时,可以解释 51-74% 的产量变异性。根据逐年交叉验证,在非极端年份(2012-2015 年),均方根误差介于 0.5 吨/公顷-1 到 2.1 吨/公顷-1 之间。然而,在特殊天气条件下,如 2016 年法国北部的特殊天气条件,预测误差可达 3.6 吨/公顷。我们发现,在大多数情况下,这种新方法的性能要优于使用通常的气候变量时间平均值的相同机器学习算法,而无需选择任意的时间框架。然后,我们展示了如何识别天气时间序列中的重要模式,以及如何利用所提出的建模框架解释它们对产量的影响。
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引用次数: 0
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European Journal of Agronomy
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