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Diversified spatial configuration of rapeseed-vetch intercropping benefits soil quality, radiation utilization, and forage production in the Yangtze River Basin 油菜-燕麦间作的多样化空间配置有利于长江流域的土壤质量、辐射利用和饲料生产
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-16 DOI: 10.1016/j.fcr.2024.109587
Zongkai Wang , Chunyun Wang , Xiaoqiang Tan , Gengdong Gao , Ali Mahmoud El-Badri , Maria Batool , Zhen Li , Xueyin Ai , Jie Kuai , Jing Wang , Zhenghua Xu , Bo Wang , Guangsheng Zhou , Jie Zhao

Contexts

Intercropping facilitates agricultural sustainability and intensification by increasing crop diversity at the spatial scale. However, the spatial configuration of intercropped crops, which is essential for enhancing crop-soil interactions and ecological services to achieve increased productivity and efficiency, remains understudied.

Objectives

We aimed to evaluate the effect of spatial configuration of hairy vetch/rapeseed intercropping on forage yield, economic benefits, and soil quality, and to elucidate the underlying mechanisms.

Methods

Three different spatial configurations of intercropping including 2:1, 1:1, and 0.5:1 ratios of hairy vetch (with variable planting density and position) and rapeseed (with fixed density and position) were designed and investigated through a two-year field experiment, compared with rapeseed (SR, 0:1) and hairy vetch sole cropping (SH, 1:0). The evaluation criteria included forage yield, crude protein yield, soil characteristics, nutrient accumulation, radiation use efficiency (RUE), land equivalent ratio (LER), and economic benefits.

Results

Intercropping rapeseed with hairy vetch showed significant competitiveness compared to rapeseed and hairy vetch sole cropping. Among the five systems evaluated, the 2:1 spatial configuration achieved the maximum biomass yield (18.4 Mg ha−1), net profit value (29,598.9 CNY ha−1), and LER (1.48) at the final flowering stage, followed by the 0.5:1 and 1:1 spatial configuration. Moreover, intercropping rapeseed with hairy vetch significantly increased soil available phosphorus (AP) and potassium (AK) content, as well as soil enzyme activity. However, it led to a significant decrease in soil pH compared to rapeseed sole cropping. Principal component analysis indicated a negative correlation between soil pH and AP, AK contents, while a positive correlation was observed between soil AP, AK contents and the accumulation of P and K in all intercropping configurations. Additionally, structure equation modeling analysis revealed that intercropping systems enhanced forage productivity by improving RUE and the total accumulation of N, P, K.

Conclusions

In conclusion, rapeseed-hairy vetch intercropping, particularly the 2:1 spatial configuration could be considered a high-yield and high-quality winter forage intercropping system that alleviates forage shortages and promotes the development of herbivorous animal husbandry.

Significance

Optimizing the intercropping spatial configuration represents a promising strategy for developing ecologically sound and high-quality forage cropping systems, which holds great significance for the sustainable development of agriculture in the Yangtze River Basin and beyond.

背景间作通过在空间尺度上增加作物多样性,促进了农业的可持续性和集约化。然而,间作作物的空间配置对增强作物与土壤的相互作用和生态服务以实现增产增效至关重要,但这方面的研究仍然不足。目的我们旨在评估毛茸茸的薇菜/rapeseed间作的空间配置对饲草产量、经济效益和土壤质量的影响,并阐明其潜在机制。方法 通过为期两年的田间试验,设计并研究了三种不同的间作空间配置,包括毛茸茸野豌豆(种植密度和位置可变)与油菜籽(种植密度和位置固定)的比例为 2:1、1:1 和 0.5:1,并与油菜籽(SR,0:1)和毛茸茸野豌豆单作(SH,1:0)进行了比较。评价标准包括牧草产量、粗蛋白产量、土壤特性、养分积累、辐射利用效率(RUE)、土地当量比(LER)和经济效益。在评估的五种系统中,2:1 空间配置的生物量产量(18.4 毫克/公顷-1)、净利润(29,598.9 元/公顷-1)和终花期 LER(1.48)最高,其次是 0.5:1 和 1:1 空间配置。此外,油菜与毛蕊花间作能显著提高土壤可利用磷(AP)和钾(AK)含量以及土壤酶活性。然而,与单种油菜相比,间作会导致土壤 pH 值显著下降。主成分分析表明,土壤 pH 值与 AP、AK 含量之间呈负相关,而在所有间作配置中,土壤 AP、AK 含量与 P 和 K 的积累之间呈正相关。此外,结构方程建模分析表明,间作系统通过提高RUE和氮、磷、钾的总积累,提高了饲草生产率。意义优化间作空间配置是发展生态良好的优质饲草种植系统的一种有前途的策略,对长江流域及其他地区的农业可持续发展具有重要意义。
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引用次数: 0
Genetic gain in yield of Australian faba bean since 1980 and associated shifts in the phenotype: Growth, partitioning, phenology, and resistance to lodging and disease 澳大利亚蚕豆自 1980 年以来的遗传增产及相关表型变化:生长、分配、表型以及抗倒伏和抗病性
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-14 DOI: 10.1016/j.fcr.2024.109575
James B. Manson , Kedar N. Adhikari , Sara N. Blake , Samuel C. Catt , Matthew D. Denton , Lachlan Lake , Jason Brand , Cassandra Walker , Julian Taylor , Victor O. Sadras

Context

Feeding a growing human population with limited arable land requires greater crop yield that is, in turn, driven by improved agronomy, better varieties, and their synergy. Here we focus on faba bean, Vicia faba L., an under-researched grain legume for which on-farm yield in Australia has increased at 0.8 % y−1 since 1990.

Objective

We aimed to quantify genetic gain in seed yield of Australian faba bean varieties released since 1980, and to identify associated shifts in physiological and agronomic traits.

Methods

We combined three studies: the complete historical collection of Australian faba bean varieties was grown in 1) a vintage experiment of three field trials; and 2) a pot experiment inoculated with old and new strains of Ascochyta fabae. Since most varieties were grown in a national network of trials, we 3) estimated genetic gain in seed yield and individual seed weight in 129 environments.

Results

In the vintage experiment, genetic gain in seed yield varied from 0.4 % y−1 to almost zero; low rates of genetic gain were also apparent in the national network of trials. Biomass, harvest index, and crop growth rate in the critical period had low rates of genetic change, and there were strong trade-offs between yield components and in their responses to selection. Breeding increased seed size at 0.5 % y−1. Visual lodging scores decreased at 4.9 % y−1. There was breakdown in resistance to Ascochyta blight, but it was restored in new varieties.

Conclusions

Australian faba bean breeding contributed to on-farm yield and profitability through improved agronomic traits and seed quality. Low genetic gain in yield can be partially attributed to physiological trade-offs between traits, economic trade-offs between multiple breeding targets, and genotype-by-environment interaction.

Implication

Under-researched crops require greater investment to match the genetic gain in yield of major crops.

背景以有限的耕地养活不断增长的人口,需要提高作物产量,而提高作物产量又离不开改进农艺、改良品种及其协同作用。在此,我们重点介绍蚕豆(Vicia faba L.)、我们的目标是量化自 1980 年以来发布的澳大利亚蚕豆品种种子产量的遗传增益,并确定生理和农艺性状的相关变化。方法我们结合了三项研究:在 1)三个田间试验的年份试验;2)接种了新老蚕豆菌株的盆栽试验中,种植了完整的澳大利亚蚕豆品种历史收集。由于大多数品种都是在全国性试验网络中种植的,因此我们 3) 估计了 129 种环境下种子产量和单粒种子重量的遗传增益。结果在年份试验中,种子产量的遗传增益从 0.4 % y-1 到几乎为零;全国性试验网络中的遗传增益率也很低。临界期的生物量、收获指数和作物生长率的遗传变化率较低,产量成分之间及其对选择的反应之间存在很强的权衡。育种以 0.5% y-1 的速度增加了种子大小。视觉结瘤率以每年 4.9% 的速度下降。结论澳大利亚蚕豆育种通过改良农艺性状和种子质量提高了农场产量和盈利能力。产量遗传增益低的部分原因是性状之间的生理权衡、多个育种目标之间的经济权衡以及基因型与环境之间的相互作用。
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引用次数: 0
Grain and nutritional yield merits of sustainable intensification through maize-legume rotations in land constrained smallholder farms of Malawi 马拉维土地有限的小农农场通过玉米-豆类轮作实现可持续集约化的谷物和营养产量优势
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-13 DOI: 10.1016/j.fcr.2024.109565
Donald Nyamayevu , Isaiah Nyagumbo , Wei-li Liang , Rui-qi Li , João Vasco Silva
<div><h3>Context</h3><p>In Southern Africa, crop yields remain low despite the advent of technological improvements, leaving the region vulnerable to food insecurity and malnutrition. Most governments are now faced with the dilemma of achieving food security, while reducing poverty in the face of climate change and endemic land fragmentation due to population pressure. To address these challenges, considerable efforts have been put on sustainable intensification through conservation agriculture (CA) cropping systems involving maize-legume rotations or intercrops.</p></div><div><h3>Objective</h3><p>This study evaluated the performance of maize-legume rotations in terms of maize yield, total systems nutritional productivity, and land requirements for food and nutrition security at household level in land constrained settings.</p></div><div><h3>Methods</h3><p>On-farm trials testing maize monocrops, with and without herbicide, and maize-legume rotations were established in three districts of Central Malawi (Kasungu, Mchinji, and Lilongwe) for three consecutive cropping seasons (2014–2017). Each of these trials was implemented on 18 farms, corresponding to 6 farms in each of the three districts, with each farm considered as one replicate.</p></div><div><h3>Results</h3><p>Maize yield increased by 30–110 kg ha<sup>−1</sup> with every additional 1000 plants ha<sup>−1</sup> at harvest, indicating the importance of achieving the recommended plant population. CA rotation systems (maize-cowpea, maize-groundnut, and maize-soybean rotations) and CA sole systems (with and without herbicide) had higher maize yields than the sole maize cropping system established with ridge and furrow practice. In Mchinji and Lilongwe, maize–cowpea rotations yielded 35 % more than the ridge and furrow practice while the maize-soybean rotation yielded 42 % above the same practice in Kasungu. Maize-legume rotations also yielded 22–70 % higher protein, while energy yield was 13–18 % higher in the CA sole maize cropping system compared to the ridge and furrow practice. CA-based cropping systems (sole and rotations) exhibited potential to meet household nutritional needs in land-constrained settings, with some showing a significant land-sparing advantage. These results indicate that CA-based cropping systems not only improve maize yields but also enhance nutritional productivity and land use efficiency.</p></div><div><h3>Conclusions</h3><p>Harnessing the synergistic benefits of CA systems, legume integration and recommended plant populations can pave way for sustainable agricultural practices that are crucial for food and nutrition security of land constrained farms in Southern Africa.</p></div><div><h3>Implications</h3><p>While maize remains an important staple in Southern Africa, legume integration as part of a broader nutrition sensitive agriculture approach can help address food production and nutritional needs in regions with limited land availability, thereby supporting long-ter
背景在南部非洲,尽管出现了技术改进,但作物产量仍然很低,使该地区容易受到粮食不安全和营养不良的影响。面对气候变化和人口压力造成的地方性土地破碎,大多数政府现在都面临着既要实现粮食安全,又要减少贫困的两难境地。为了应对这些挑战,人们通过玉米-豆类轮作或间作的保护性农业(CA)种植系统,在可持续集约化方面做出了巨大努力。这项研究评估了玉米-豆类轮作在玉米产量、系统总营养生产力以及土地需求方面的表现,以在土地有限的情况下保障家庭的粮食和营养安全。方法 在马拉维中部的三个地区(卡松古、姆钦吉和利隆圭)连续三个耕种季节(2014-2017 年)开展了农田试验,测试使用和不使用除草剂的玉米单作物以及玉米-豆科植物轮作。结果收获时每增加 1000 株玉米,玉米产量就会增加 30-110 千克/公顷,这表明达到推荐的植株数量非常重要。CA轮作系统(玉米-豇豆、玉米-花生和玉米-大豆轮作)和CA单作系统(使用和不使用除草剂)的玉米产量高于采用垄沟法建立的单作玉米种植系统。在姆钦吉和利隆圭,玉米-豇豆轮作的产量比犁沟法高出 35%,而在卡松古,玉米-大豆轮作的产量比犁沟法高出 42%。玉米-豆类轮作的蛋白质产量也比脊沟栽培法高出 22-70%,而单作玉米的 CA 种植系统的能量产量比脊沟栽培法高出 13-18%。以 CA 为基础的种植系统(单作和轮作)显示出在土地有限的情况下满足家庭营养需求的潜力,其中一些系统显示出明显的节约土地优势。这些结果表明,以 CA 为基础的种植系统不仅能提高玉米产量,还能提高营养生产率和土地利用效率。虽然玉米仍然是南部非洲的重要主食,但作为更广泛的营养敏感型农业方法的一部分,豆科植物整合有助于解决土地供应有限地区的粮食生产和营养需求问题,从而支持长期粮食安全。
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引用次数: 0
Identification of the effects of low temperature on grain-setting rate of different types of late-season rice (Oryza sativa) during heading 鉴定低温对不同类型晚稻(Oryza sativa)在抽穗期结粒率的影响
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-13 DOI: 10.1016/j.fcr.2024.109584
Yibo Gao , Yi Li , Ling Huang , Jinsong Zhao , Shumin Li , Jianxin Lu , Xinghua Li , Tewu Yang

The development of double-season rice cropping is advantageous for maximizing the utilization of radiation and temperature resources in rice production, while ensuring food security. However, late sowing often renders the late-season rice susceptible to cold stress during heading and flowering, leading to a low grain-setting rate and significant yield loss in subtropical zones. Despite this, the precise mechanisms through which low temperatures impact grain setting, along with the sensitivities of heading, flowering and pollination to cold stress, remain unclear across different types of rice. In this study, a field experiment involving multiple sowing dates and a pot experiment simulating low-temperature conditions during the booting and heading stages were conducted, using various late-season rice cultivars as materials. The heading degree, glume openness, anther dehiscence and pollen fertility were measured to determine their responses to ambient temperature. The results showed that late sowing significantly delayed the heading time of rice, exposing the plants to low temperatures during their heading and flowering in autumn. Under late sowing or simulated low-temperature conditions, the heading degree, anther dehiscence coefficient, and fertile pollen rate significantly decreased, resulting in lower grain-setting rates and grain yield across all rice types. However, glume opening remained unaffected in this study. The critical lowest daily temperatures for safe heading were identified as 18.5°C, 19.3°C and 22°C, and for safe anther dehiscence at heading, they were 19.9°C, 20°C and 22.3°C for japonica, indica-japonica hybrid and indica rice, respectively. Furthermore, the critical lowest daily temperatures for safe pollen fertility averaged 19.1°C, 20.2°C and 21.7°C in the 4–7 days prior to full heading for japonica, indica-japonica hybrid and indica rice, respectively. The cold tolerance in anther dehiscence of indica-japonica hybrid rice was similar to that of japonica rice but higher than that of indica rice, while the cold tolerance in heading and pollen fertility of indica-japonica hybrid rice was intermediate between japonica and indica rice. Path analysis revealed that low temperature decreased the grain-setting rate primarily by reducing anther dehiscence coefficient across all types of rice. Lower pollen fertility was another significant pathway through which low temperature decreased the grain-setting rate in indica rice. Planting japonica rice is recommended for the safe production of late-season rice in subtropical zones.

发展双季稻种植有利于在水稻生产中最大限度地利用辐射和温度资源,同时确保粮食安全。然而,晚播往往会使晚季水稻在抽穗和开花期易受低温胁迫,导致结实率低,在亚热带地区造成重大减产。尽管如此,低温影响谷粒结实的确切机制,以及不同类型水稻的抽穗、开花和授粉对冷胁迫的敏感性仍不清楚。本研究以多个晚稻栽培品种为材料,进行了涉及多个播种日期的田间试验以及在拔节和抽穗期模拟低温条件的盆栽试验。测定了水稻的抽穗度、颖花开张度、花药开裂度和花粉受精率,以确定它们对环境温度的反应。结果表明,晚播明显推迟了水稻的抽穗期,使植株在秋季抽穗和开花期间暴露在低温环境中。在晚播或模拟低温条件下,各类型水稻的抽穗度、花药开裂系数和可育花粉率显著下降,导致结粒率和谷物产量降低。不过,本研究中的颖壳开裂率仍未受到影响。粳稻、籼粳杂交稻和籼稻安全抽穗的临界最低日温分别为 18.5°C、19.3°C 和 22°C,安全花药开裂的临界最低日温分别为 19.9°C、20°C 和 22.3°C。此外,粳稻、籼粳杂交稻和籼稻在全生育期前4-7天的花粉安全受精临界最低日平均温度分别为19.1°C、20.2°C和21.7°C。籼粳杂交稻的花药开裂耐寒性与粳稻相似,但高于籼稻,而籼粳杂交稻的抽穗耐寒性和花粉受精率介于粳稻和籼稻之间。路径分析显示,在所有类型的水稻中,低温主要通过降低花药开裂系数来降低结实率。花粉受精率较低是低温降低籼稻结实率的另一个重要途径。建议在亚热带地区种植粳稻,以确保晚稻的安全生产。
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引用次数: 0
Stable isotope composition of long and short term carbon pools can screen drought tolerance in cassava 长期和短期碳库的稳定同位素组成可筛选木薯的耐旱性
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-11 DOI: 10.1016/j.fcr.2024.109586
Jonas Van Laere , Maria Alejandra Martinez Maya , Michael Gomez Selvaraj , Luis Augusto Becerra Lopez-Lavalle , Diego Guzmann , Jorge Andres Casas , Roel Merckx , Rebecca Hood-Nowotny , Gerd Dercon

Leaf carbon isotope composition (δ13C) is a promising trait for assessing genotypic differences in responses to environmental stress, particularly drought. Despite its potential, comprehensive evaluations of δ13C across various carbohydrate pools and leaf positions, in comparison with other traits, are still lacking for cassava (Manihot esculenta). This study aimed to estimate the genotypic effect size and the correlation with yield for δ13C and other commonly assessed traits in cassava. We compared the δ13C values at bulk root initiation stage of fourteen genotypes grown in the wet (1450 mm annual rainfall) and dry Caribbean (950 mm annual rainfall). We focused on both non-structural (soluble sugars) as well as structural (cellulose) carbohydrate pools across multiple leaf positions. Our results revealed significant genotypic effects across nearly all pools and leaf positions, which were equal or larger than other commonly measured traits. Interestingly, correlations between isotope composition and root yield were only observed in the dry location, with upper leaves exhibiting weaker correlations across all carbohydrate pools. Notably, while soluble sugars displayed stronger correlations with yield, they also demonstrated higher susceptibility to within-field variations. Furthermore, complementary information was found when combining δ13C with other traits such as leaf retention. Combining isotope compositions across various carbohydrate pools may reveal insights into source-sink dynamics. These results underscore the potential of δ13C as a tool for improving drought tolerance in cassava and provide a basis for its integration into cassava breeding programs, when used under dry conditions. To enhance the practical utility of δ13C as a screening technique, further research is advised to validate these findings across multiple locations, growing seasons and growth stages.

叶片碳同位素组成(δ13C)是评估基因型对环境胁迫(尤其是干旱)反应差异的一个很有前景的性状。尽管δ13C具有潜力,但与其他性状相比,木薯(Manihot esculenta)仍缺乏对不同碳水化合物库和叶片位置的δ13C的全面评估。本研究旨在估算木薯δ13C和其他常见评估性状的基因型效应大小及其与产量的相关性。我们比较了生长在加勒比海湿润地区(年降雨量 1450 毫米)和加勒比海干旱地区(年降雨量 950 毫米)的 14 个基因型在块根萌发阶段的 δ13C 值。我们重点研究了多个叶片位置的非结构性(可溶性糖)和结构性(纤维素)碳水化合物池。我们的研究结果表明,几乎所有的碳水化合物池和叶片位置都有明显的基因型效应,这些效应等于或大于其他通常测量的性状。有趣的是,同位素组成与根产量之间的相关性仅在干燥位置观察到,上部叶片在所有碳水化合物池中的相关性较弱。值得注意的是,虽然可溶性糖与产量的相关性更强,但它们也更容易受到田间变化的影响。此外,在将δ13C 与叶片保持率等其他性状相结合时,还发现了互补信息。将各种碳水化合物池的同位素组成结合起来,可以揭示源-汇动态。这些结果凸显了δ13C作为提高木薯耐旱性工具的潜力,并为在干旱条件下使用δ13C时将其纳入木薯育种计划奠定了基础。为提高 δ13C 作为筛选技术的实用性,建议开展进一步研究,在多个地点、生长季节和生长阶段验证这些发现。
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引用次数: 0
Integrated farming optimization ensures high-yield crop production with decreased nitrogen leaching and improved soil fertility: The findings from a 12-year experimental study 综合耕作优化确保了作物的高产,同时减少了氮的沥滤,提高了土壤肥力:为期 12 年的实验研究结果
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-10 DOI: 10.1016/j.fcr.2024.109572
Xuan Yang , Roland Bol , Longlong Xia , Cong Xu , Ning Yuan , Xiuchun Xu , Wenliang Wu , Fanqiao Meng

Context or problem

Sustainable farming practices, including precision fertilization, water-saving irrigation and recycling of organic materials, have been implemented worldwide in recent decades to achieve high crop yields and minimize nonpoint source pollution. However, the comprehensive impacts of these agricultural practices have seldom been systematically evaluated in field production. As agricultural intensification started in the 1980s, most previous studies focused on a single practice in the context of low land productivity.

Objective or research question

The objective of this research is to investigate and evaluate how holistic farming practices affect both crop production and environmental quality.

Methods

We reported findings from a 12-year experiment (2008–2020) in the highly intensive North China Plain (NCP) farming region, and conventional and optimized farming measures were compared. Three field treatments with annual double cropping (winter wheat (Triticum aestivum L.) and summer maize (Zea mays L.)) were chosen in the study, i.e., control without nitrogen (N) application (CK), farmers’ conventional practices (CON), and optimized practices (OPT), were chosen for this study.

Results

Compared with the CON treatment, OPT reduced N fertilizer input by 41.4 % and irrigation water by 27.1 % but produced similar grain yields; OPT increased the N recovery efficiency (REN) and N utilization efficiency (NUT2E) by 90.4 % and 53.0 %, respectively; these values were much greater than the increases in REN (+56.1 %) and NUT2E (+25.5 %) when soil N change was not considered. Similarly, compared with those in the CON treatment, the soil N stock (0–60 cm) in the OPT treatment increased by 8.4 %, and the N loss via leaching, ammonia volatilization and N2O + NO + N2 decreased by 47.1 %, 11.4 % and 28.6 %, respectively.

Conclusions

Our study revealed that the integration of optimized practices of organic material recycling, precision fertilization and water-saving irrigation substantially reduced N losses, mainly through decreased N leaching, but maintained fertilizer N in the root-zone soil layer, which is important for a sustainable and high-yield crop production.

Implications or significances

The dissemination of these optimized practices to other regions in China and beyond will be highly important for achieving the dual goals of food security and environmental protection.

背景或问题近几十年来,全世界都在实施可持续耕作方法,包括精准施肥、节水灌溉和有机物回收利用,以实现作物高产并最大限度地减少非点源污染。然而,这些农业实践的综合影响却很少在田间生产中得到系统评估。由于农业集约化始于 20 世纪 80 年代,之前的大多数研究都集中在低土地生产率背景下的单一耕作实践上。方法我们报告了在高度集约化的华北平原(NCP)农业地区进行的一项为期 12 年(2008-2020 年)的实验结果,并对常规耕作措施和优化耕作措施进行了比较。研究选择了三种一年两作(冬小麦(Triticum aestivum L.)和夏玉米(Zea mays L.))的田间处理,即结果与 CON 处理相比,OPT 减少了 41.4 % 的氮肥投入和 27.结果与对照处理相比,OPT 减少了 41.4 % 的氮肥投入和 27.1 % 的灌溉用水,但产生了相似的谷物产量;OPT 提高了氮回收效率(REN)和氮利用效率(NUT2E),分别提高了 90.4 % 和 53.0 %;这些数值远远高于不考虑土壤氮变化时 REN(+56.1 %)和 NUT2E(+25.5 %)的提高幅度。同样,与 CON 处理相比,OPT 处理的土壤氮储量(0-60 厘米)增加了 8.4%,通过淋溶、氨挥发和 N2O + NO + N2 损失的氮分别减少了 47.1%、11.4% 和 28.6%。结论我们的研究表明,将有机物料循环利用、精准施肥和节水灌溉等优化措施结合起来,可大幅减少氮的损失,主要是通过减少氮的淋失,但保持了根区土壤层中的肥料氮,这对作物的可持续高产生产非常重要。
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引用次数: 0
Effects of phosphorus fertilizer type and dripline depth on root and soil nutrient distribution, nutrient uptake, and maize yield under subsurface drip fertigation 地下滴灌施肥条件下磷肥类型和滴管深度对根系和土壤养分分布、养分吸收以及玉米产量的影响
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-10 DOI: 10.1016/j.fcr.2024.109585
Yanhong Guo , Zhen Wang , Jiusheng Li

Context

Subsurface drip irrigation can potentially increase nutrient uptake by altering the spatial distribution of nutrients and roots, but the efficiency enhancement potential of different phosphorus (P) sources combined with varying dripline depths still requires further evaluation.

Methods

We established a 2-year field experiment with spring maize in 2021 and 2022 to determine the regulatory effects of three P sources [P1, monoammonium phosphate (MAP); P2, ammonium polyphosphate (APP); and P0, no P] and three dripline depths (D0, surface drip irrigation, 0 cm; D15, subsurface at 15 cm depth; and D30, subsurface at 30 cm depth) on the soil NO3-N, NH4-N and Olsen-P distribution, root distribution, nitrogen (N) fertilizer partial factor productivity (PFPN) and P use efficiency (PUE), and grain yield.

Results

We found a significant coupling effect between the P source and dripline depth, both of which significantly impacted soil nutrients and root distribution, grain yield, PFPN, and PUE. In P1D15 and P2D15, the highest soil NO3-N and Olsen-P contents were observed at soil depths of 0–30 and 10–20 cm and at 0–30 and 10–30 cm, respectively. Similarly, in P1D30 and P2D30, which were 20–40 and 20–40 cm, and 20–40 and 30–60 cm, respectively. Compared to the other treatments, P2D15 and P1D30 exhibited considerable increases in root length density at the 30–60 cm soil depth of 37∼52 % and 28∼58 %, respectively. Regardless of the dripline depth, P0 resulted in the lowest yield during both growing seasons. P1D30 and P2D15 were found to be the optimal combinations for achieving higher grain yield, PFPN, and PUE, as they were able to achieve a high degree of coordination between soil available N and Olsen-P, as well as root distribution.

Conclusions

The recommended approach for optimizing nutrient and root spatial distributions under subsurface drip irrigation systems involves the use of poly-P fertilizer (APP) in conjunction with shallow dripline depth and ortho-P fertilizer (MAP) paired with deep dripline depth, which provides valuable guidance for co-fertigation practices involving N and P fertilizers.

背景地表下滴灌可以通过改变养分和根系的空间分布来增加养分吸收,但不同磷源结合不同滴灌深度的增效潜力仍需进一步评估。方法我们在 2021 年和 2022 年对春玉米进行了为期两年的田间试验,以确定三种磷源(P1,磷酸一铵(MAP);P2,多磷酸铵(APP);P0,无磷)和三种滴管深度(D0,地表滴灌,0 厘米;D15,地下滴灌,15 厘米;D16,地下滴灌,15 厘米)的调节作用;D15,地表下 15 厘米深;D30,地表下 30 厘米深)对土壤 NO3-N、NH4-N 和奥尔森-P 分布、根系分布、氮肥部分全要素生产率(PFPN)和磷肥利用效率(PUE)以及谷物产量的影响。结果我们发现氮源和滴灌线深度之间存在显著的耦合效应,两者都对土壤养分和根系分布、谷物产量、PFPN 和 PUE 有显著影响。在 P1D15 和 P2D15 中,土壤 NO3-N 和 Olsen-P 含量最高的土壤深度分别为 0-30 厘米和 10-20 厘米,以及 0-30 厘米和 10-30 厘米。同样,P1D30 和 P2D30 的土壤深度分别为 20-40 厘米和 20-40 厘米,以及 20-40 厘米和 30-60 厘米。与其他处理相比,P2D15 和 P1D30 在 30-60 厘米土壤深度的根长密度分别增加了 37∼52 % 和 28∼58 %。在两个生长季中,无论滴管深度如何,P0 的产量最低。研究发现,P1D30 和 P2D15 是获得较高谷物产量、PFPN 和 PUE 的最佳组合,因为它们能够实现土壤可利用氮和奥尔森-磷以及根系分布之间的高度协调。结论在地下滴灌系统下优化养分和根系空间分布的推荐方法包括使用多钾肥(APP)与浅滴管深度相结合,以及使用正钾肥(MAP)与深滴管深度相结合,这为涉及氮肥和钾肥的共同灌溉实践提供了有价值的指导。
{"title":"Effects of phosphorus fertilizer type and dripline depth on root and soil nutrient distribution, nutrient uptake, and maize yield under subsurface drip fertigation","authors":"Yanhong Guo ,&nbsp;Zhen Wang ,&nbsp;Jiusheng Li","doi":"10.1016/j.fcr.2024.109585","DOIUrl":"10.1016/j.fcr.2024.109585","url":null,"abstract":"<div><h3>Context</h3><p>Subsurface drip irrigation can potentially increase nutrient uptake by altering the spatial distribution of nutrients and roots, but the efficiency enhancement potential of different phosphorus (P) sources combined with varying dripline depths still requires further evaluation.</p></div><div><h3>Methods</h3><p>We established a 2-year field experiment with spring maize in 2021 and 2022 to determine the regulatory effects of three P sources [P1, monoammonium phosphate (MAP); P2, ammonium polyphosphate (APP); and P0, no P] and three dripline depths (D0, surface drip irrigation, 0 cm; D15, subsurface at 15 cm depth; and D30, subsurface at 30 cm depth) on the soil NO<sub>3</sub>-N, NH<sub>4</sub>-N and Olsen-P distribution, root distribution, nitrogen (N) fertilizer partial factor productivity (PFPN) and P use efficiency (PUE), and grain yield.</p></div><div><h3>Results</h3><p>We found a significant coupling effect between the P source and dripline depth, both of which significantly impacted soil nutrients and root distribution, grain yield, PFPN, and PUE. In P1D15 and P2D15, the highest soil NO<sub>3</sub>-N and Olsen-P contents were observed at soil depths of 0–30 and 10–20 cm and at 0–30 and 10–30 cm, respectively. Similarly, in P1D30 and P2D30, which were 20–40 and 20–40 cm, and 20–40 and 30–60 cm, respectively. Compared to the other treatments, P2D15 and P1D30 exhibited considerable increases in root length density at the 30–60 cm soil depth of 37∼52 % and 28∼58 %, respectively. Regardless of the dripline depth, P0 resulted in the lowest yield during both growing seasons. P1D30 and P2D15 were found to be the optimal combinations for achieving higher grain yield, PFPN, and PUE, as they were able to achieve a high degree of coordination between soil available N and Olsen-P, as well as root distribution.</p></div><div><h3>Conclusions</h3><p>The recommended approach for optimizing nutrient and root spatial distributions under subsurface drip irrigation systems involves the use of poly-P fertilizer (APP) in conjunction with shallow dripline depth and ortho-P fertilizer (MAP) paired with deep dripline depth, which provides valuable guidance for co-fertigation practices involving N and P fertilizers.</p></div>","PeriodicalId":12143,"journal":{"name":"Field Crops Research","volume":"318 ","pages":"Article 109585"},"PeriodicalIF":5.6,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142163872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Millets and sorghum as promising alternatives to maize for enhancing climate change adaptation strategies in the Mediterranean Basin 在地中海盆地,黍子和高粱作为玉米的替代品,在加强气候变化适应战略方面大有可为
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-09 DOI: 10.1016/j.fcr.2024.109563
Lorenzo Negri , Sara Bosi , Antonio Fakaros , Francesca Ventura , Serena Magagnoli , Antonio Masetti , Francesco Lami , Giulia Oliveti , Giovanni Maria Poggi , Laura Bertinazzi , Giovanni Dinelli
<div><h3>Context</h3><p>Climate change is increasingly requiring the adoption of both climate-resilient alternative crops and sustainable management practices. Millets and sorghum are increasingly recommended as alternatives to maize in addressing these issues, yet there are no studies comparing the environmental impacts of food-crop millets and sorghum with maize, under sustainable management in Mediterranean area.</p></div><div><h3>Objective</h3><p>The present study examined for the first time the environmental and economic impacts, as well as agronomic performances, of rainfed cultivated proso millet, sorghum and maize over a three-year period under challenging climatic conditions in Emilia-Romagna region, Italy.</p></div><div><h3>Methods</h3><p>Different kinds of trials were realized during three years of experimentation in one location in Ravenna province. The first trial aimed to compare proso millet, sorghum and maize agronomical performances and water use efficiency in a low-input system. The second trial aimed to compare soil fertility and biodiversity impacts of two different agronomical management systems (low-input and high input) for the summer crops previously described. Soil basic fertility parameters were monitored and ground dwelling arthropods were collected and analyzed using pitfall traps. The last trial of this study intended to evaluate the environmental and economic performances of the previous cereal crops cultivated in the low-input and high-input systems, applying the Life Cycle Assessment (LCA) and the Life Cycle Costing (LCC) methodologies.</p></div><div><h3>Results</h3><p>Both organic sorghum and millet showed high potential as viable summer-crop alternatives, not only to organic maize, based on yield, water use efficiency, disease tolerance and weed competition, but also to conventional maize, based on reduced environmental and economic impacts. Positive land impacts including improved beneficial arthropod abundances and preserved soil fertility were evident under organic management. In fact, the comparative LCA and LCC, carried out with primary data from conventionally cultivated maize and sorghum within central-north Italy and the organic experimental field under investigation, showed that the Global Warming and Eutrophication Potential, were comparable between the organically cultivated crops and significantly lower than conventional maize and sorghum.</p></div><div><h3>Conclusions</h3><p>The results highlighted the potential of sorghum and millet cultivation as rainfed summer-crop alternative to maize in climate-change context, especially in low-input agronomical systems. In particular, under rainfed, organic management over three years, proso millet yielded consistently.</p></div><div><h3>Implications</h3><p>Under the sustainable practices of the present study, proso millet outperformed maize for yield and WUE stability, as well as potential costs saved, related to the production amount per unit area and potenti
背景气候变化日益要求采用气候适应性强的替代作物和可持续管理方法。为解决这些问题,越来越多的人建议用黍和高粱替代玉米,但目前还没有研究比较地中海地区可持续管理下的粮食作物黍和高粱与玉米对环境的影响。本研究首次考察了在意大利艾米利亚-罗马涅大区具有挑战性的气候条件下,雨水灌溉种植的糙米、高粱和玉米在三年期间对环境和经济的影响以及农艺表现。第一项试验旨在比较糙米、高粱和玉米在低投入系统中的农艺表现和水分利用效率。第二个试验旨在比较两种不同的农艺管理系统(低投入和高投入)对土壤肥力和生物多样性的影响。对土壤基本肥力参数进行了监测,并使用坑式陷阱收集和分析了地栖节肢动物。这项研究的最后一项试验旨在运用生命周期评估(LCA)和生命周期成本计算(LCC)方法,评估以往在低投入和高投入系统中种植的谷类作物在环境和经济方面的表现。结果表明,有机高粱和小米作为可行的夏收作物替代品,不仅在产量、用水效率、抗病性和杂草竞争方面具有替代有机玉米的巨大潜力,而且在减少环境和经济影响方面也具有替代传统玉米的巨大潜力。有机管理对土地的积极影响显而易见,包括提高了有益节肢动物的数量和保持了土壤肥力。事实上,利用意大利中北部地区传统种植的玉米和高粱以及所调查的有机实验田的原始数据进行的生命周期评估和生命周期成本比较显示,有机种植作物的全球变暖潜势和富营养化潜势相当,明显低于传统玉米和高粱。在本研究的可持续实践中,高粱和小米在产量和WUE稳定性方面优于玉米,在单位面积产量和潜在收入方面也比玉米节省了成本。
{"title":"Millets and sorghum as promising alternatives to maize for enhancing climate change adaptation strategies in the Mediterranean Basin","authors":"Lorenzo Negri ,&nbsp;Sara Bosi ,&nbsp;Antonio Fakaros ,&nbsp;Francesca Ventura ,&nbsp;Serena Magagnoli ,&nbsp;Antonio Masetti ,&nbsp;Francesco Lami ,&nbsp;Giulia Oliveti ,&nbsp;Giovanni Maria Poggi ,&nbsp;Laura Bertinazzi ,&nbsp;Giovanni Dinelli","doi":"10.1016/j.fcr.2024.109563","DOIUrl":"10.1016/j.fcr.2024.109563","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Context&lt;/h3&gt;&lt;p&gt;Climate change is increasingly requiring the adoption of both climate-resilient alternative crops and sustainable management practices. Millets and sorghum are increasingly recommended as alternatives to maize in addressing these issues, yet there are no studies comparing the environmental impacts of food-crop millets and sorghum with maize, under sustainable management in Mediterranean area.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Objective&lt;/h3&gt;&lt;p&gt;The present study examined for the first time the environmental and economic impacts, as well as agronomic performances, of rainfed cultivated proso millet, sorghum and maize over a three-year period under challenging climatic conditions in Emilia-Romagna region, Italy.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;p&gt;Different kinds of trials were realized during three years of experimentation in one location in Ravenna province. The first trial aimed to compare proso millet, sorghum and maize agronomical performances and water use efficiency in a low-input system. The second trial aimed to compare soil fertility and biodiversity impacts of two different agronomical management systems (low-input and high input) for the summer crops previously described. Soil basic fertility parameters were monitored and ground dwelling arthropods were collected and analyzed using pitfall traps. The last trial of this study intended to evaluate the environmental and economic performances of the previous cereal crops cultivated in the low-input and high-input systems, applying the Life Cycle Assessment (LCA) and the Life Cycle Costing (LCC) methodologies.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;p&gt;Both organic sorghum and millet showed high potential as viable summer-crop alternatives, not only to organic maize, based on yield, water use efficiency, disease tolerance and weed competition, but also to conventional maize, based on reduced environmental and economic impacts. Positive land impacts including improved beneficial arthropod abundances and preserved soil fertility were evident under organic management. In fact, the comparative LCA and LCC, carried out with primary data from conventionally cultivated maize and sorghum within central-north Italy and the organic experimental field under investigation, showed that the Global Warming and Eutrophication Potential, were comparable between the organically cultivated crops and significantly lower than conventional maize and sorghum.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusions&lt;/h3&gt;&lt;p&gt;The results highlighted the potential of sorghum and millet cultivation as rainfed summer-crop alternative to maize in climate-change context, especially in low-input agronomical systems. In particular, under rainfed, organic management over three years, proso millet yielded consistently.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Implications&lt;/h3&gt;&lt;p&gt;Under the sustainable practices of the present study, proso millet outperformed maize for yield and WUE stability, as well as potential costs saved, related to the production amount per unit area and potenti","PeriodicalId":12143,"journal":{"name":"Field Crops Research","volume":"318 ","pages":"Article 109563"},"PeriodicalIF":5.6,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0378429024003162/pdfft?md5=fdd74a9348d6185ed658be1d0034996c&pid=1-s2.0-S0378429024003162-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142158449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biogas digestate as a potential nitrogen source enhances soil fertility, rice nitrogen metabolism and yield 沼气沼渣作为潜在氮源可提高土壤肥力、水稻氮代谢和产量
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-07 DOI: 10.1016/j.fcr.2024.109568
Wenbin Liu , Bo Yao , Youxiang Xu , Shuting Dai , Mei Wang , Jiawei Ma , Zhengqian Ye , Dan Liu

Purpose

Substituting chemical fertilizers with biogas digestate can mitigate the negative impacts of fertilizers on soil quality to promote the recycling of livestock manure. This study aims to evaluate the effects of chicken manure biogas digestate as a replacement for chemical fertilizers in rice cultivation, assessing soil nutrients dynamics, bacterial communities, nitrogen (N) metabolism enzyme activity, and rice growth.

Methods

In this study, six treatments were established: no fertilizer (CK), conventional fertilization (CF), and varying proportions of biogas digestate and other N substitution fertilizers (25 %, 50 %, 75 %, and 100 %TP). A three-year field experiment was conducted to evaluate soil nutrient levels, bacterial community abundance, N functional gene expression, rice growth conditions, and N metabolism enzyme activities using standard physical and chemical methods, high-throughput sequencing, and enzyme activity assays.

Results

Our experimental results showed that biogas digestate application promoted rice growth, while the higher biogas digestate doses increased the leaf chlorophyll SPAD values and delayed rice maturity. Compared to the CF treatment, the 75 % TP treatment significantly enhanced rice yield and economic returns. Biogas digestate increased the activities of nitrate reductase (NTR), glutamate synthase (GTS), glutamine synthetase (GLS), glutamic oxalacetic transaminase (GOT), and glutamic pyruvic transaminase (GPT) in rice leaves and grains, leading to the higher amino acid and soluble protein contents in the grains. Compared to the CK treatment, biogas digestate application increased soil pH, soil organic matter, alkaline N, available phosphorus, and available potassium by 22.14 %, 37.04 %, 39.38 %, and 39.40 %, respectively. It also enhanced the levels of nitrate N, ammonium N, and soluble organic N in soil. Furthermore, biogas digestate application significantly (p < 0.05) improved soil bacterial community diversity and stability, as well as the abundance of N metabolism functional genes.

Conclusions

Our findings suggest that substituting 75 % of chemical fertilizers with biogas digestate can serve as an optimal application rate for rice cultivation. This application in paddy field does not only reduce chemical fertilizer usage but also enhance soil nutrient content and microbial diversity. It further promotes rice growth and N metabolism enzyme activity, benefiting the increase of both rice yield and quality.

目的用沼气沼渣替代化肥可以减轻化肥对土壤质量的负面影响,促进畜禽粪便的循环利用。本研究旨在评估鸡粪沼气沼渣替代化肥在水稻种植中的效果,评估土壤养分动态、细菌群落、氮(N)代谢酶活性和水稻生长情况。方法本研究设置了六个处理:不施肥(CK)、常规施肥(CF)、不同比例的沼气沼渣和其他氮替代肥料(25 %、50 %、75 % 和 100 %TP)。实验结果表明,施用沼气沼渣能促进水稻生长,而沼气沼渣剂量越大,叶片叶绿素 SPAD 值越高,水稻成熟期越晚。与 CF 处理相比,75% TP 处理显著提高了水稻产量和经济收益。沼渣提高了水稻叶片和籽粒中硝酸还原酶(NTR)、谷氨酸合成酶(GTS)、谷氨酰胺合成酶(GLS)、谷氨酸草酰乙酸转氨酶(GOT)和谷氨酸丙酮酸转氨酶(GPT)的活性,从而提高了籽粒中氨基酸和可溶性蛋白质的含量。与 CK 处理相比,施用沼气沼渣使土壤 pH 值、土壤有机质、碱性氮、可利用磷和可利用钾分别提高了 22.14 %、37.04 %、39.38 % 和 39.40 %。它还提高了土壤中硝酸氮、铵态氮和可溶性有机氮的含量。此外,施用沼气沼渣还显著(p < 0.05)提高了土壤细菌群落的多样性和稳定性,以及氮代谢功能基因的丰度。在稻田中施用沼渣不仅能减少化肥用量,还能提高土壤养分含量和微生物多样性。它还能进一步促进水稻的生长和氮代谢酶的活性,有利于提高水稻的产量和质量。
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引用次数: 0
Is partial substitution of animal manure for synthetic fertilizer a viable N2O mitigation option? An integrative global meta-analysis 部分用动物粪便替代合成肥料是可行的一氧化二氮减缓方案吗?全球综合荟萃分析
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-07 DOI: 10.1016/j.fcr.2024.109574
Fei Liang , Yanling Guo , Ao Liu , Yajing Wang , Wenchao Cao , He Song , Binzhe Li , Jingsheng Chen , Jingheng Guo

Context or problem

Partially substituting synthetic fertilizer by animal manure has been proposed as a sustainable agricultural practice, from the perspectives of improving soil quality and mitigating climate warming.

Objective or research question

Previous studies showed that manure application combined with synthetic fertilizer (MACSF) also altered soil nitrous oxide (N2O) emissions, while the magnitude varied substantially among experiments. We hypothesized that the difference in local conditions may be responsible for the contrasting impact of MACSF on N2O emissions, while their significance and relative importance have not been explicitly assessed.

Methods

In order to quantify the response of N2O emissions to MACSF and its geographic variability, we conducted a meta-analysis by combining 291 observations from 103 sites across the globe. Also, we evaluated the impact of local conditions on N2O emissions and compared their relative importance using the gradient boosting decision tree (GBDT) algorithm.

Results

Overall, MACSF did not have significant effect on soil N2O emissions, with a global average effect size (ES) of 1.07 ± 0.10 (95 % confidence interval, CI) relative to the same amount of synthetic nitrogen fertilizer. The corresponding N2O emission factor (EF) was estimated as 0.93 ± 0.13 % (95 % CI). However, both ES and EF varied substantially with local conditions, of which the substitution ratio (SR) and soil pH were identified as the most important factors. The ES increased significantly (p < 0.01) with the increasing SR. Critical SR was approx. 50 %, above which MACSF may exacerbate N2O emissions. Moreover, both response indices increased significantly with the decreasing soil pH. MACSF in acidic soils (pH < 6.5) tended to increase N2O emissions, with ES significantly (p < 0.05) higher than 1.0.

Conclusion

The contribution of MACSF to N2O mitigation varies subustantially with local conditions, of which SR and soil pH are the most important two. MACSF reduces N2O emissions only in the cases with low SR and neutral to alkaline soils.

Implications or significance

This study offers an integrative global synthesis of the impact of MACSF on N2O emissions. By identifying the key controlling factors, the findings serve to guide the development of region-specific tailored substitution strategies, considering its contribution to N2O emission mitigation.

背景或问题从改善土壤质量和减缓气候变暖的角度来看,用动物粪便部分替代合成肥料被认为是一种可持续的农业实践。目标或研究问题以往的研究表明,施用粪便与合成肥料相结合(MACSF)也会改变土壤一氧化二氮(N2O)的排放,但不同实验的影响程度有很大差异。我们假设,当地条件的差异可能是 MACSF 对 N2O 排放产生不同影响的原因,但其意义和相对重要性尚未得到明确评估。方法为了量化 N2O 排放对 MACSF 的响应及其地理变异性,我们综合了全球 103 个地点的 291 项观测数据,进行了一项荟萃分析。此外,我们还评估了当地条件对 N2O 排放的影响,并使用梯度提升决策树(GBDT)算法比较了它们的相对重要性。结果总体而言,相对于相同数量的合成氮肥,MACSF 对土壤 N2O 排放没有显著影响,全球平均影响大小(ES)为 1.07 ± 0.10(95 % 置信区间,CI)。相应的一氧化二氮排放系数(EF)估计为 0.93 ± 0.13 %(95 % 置信区间)。然而,ES 和 EF 因当地条件而有很大差异,其中替代率 (SR) 和土壤 pH 值被认为是最重要的因素。随着 SR 的增加,ES 明显增加(p < 0.01)。临界 SR 约为 50%,超过这一临界值,MACSF 可能会加剧 N2O 的排放。此外,随着土壤 pH 值的降低,两个响应指数都明显增加。酸性土壤(pH 值为 6.5)中的 MACSF 有增加 N2O 排放的趋势,ES 显著(p 为 0.05)高于 1.0。只有在低 SR 和中性至碱性土壤的情况下,MACSF 才能减少 N2O 排放。通过确定关键控制因素,考虑到其对 N2O 排放减缓的贡献,研究结果有助于指导制定针对具体地区的定制替代战略。
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Field Crops Research
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