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Developing a new active canopy sensor- and machine learning-based in-season rice nitrogen status diagnosis and recommendation strategy 开发基于主动冠层传感器和机器学习的新型水稻当季氮素状况诊断和推荐策略
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-21 DOI: 10.1016/j.fcr.2024.109540
Junjun Lu , Erfu Dai , Yuxin Miao , Krzysztof Kusnierek
<div><h3>Context</h3><p>Traditional critical nitrogen (N) dilution curve (CNDC) construction for N nutrition index (NNI) determination has limitations for in-season crop N diagnosis and recommendation under diverse on-farm conditions.</p></div><div><h3>Objectives</h3><p>This study was conducted to (i) develop a new rice (<em>Oryza sativa</em> L.) critical N concentration (N<sub>c</sub>) determination approach using vegetation index-based CNDCs; and (ii) develop an N recommendation strategy with this new N<sub>c</sub> determination approach and evaluate its reliability and practicality.</p></div><div><h3>Methods</h3><p>Five years of plot and on-farm experiments involving three japonica rice varieties were conducted at fourteen sites in Qixing Farm, Northeast China. Two machine learning (ML) methods, random forest (RF) and extended gradient boosting (XGBoost) regression, were used to fuse multi-source data including genotype, environment, management, growth stage, normalized difference vegetation index (NDVI) and normalized difference red edge (NDRE) from portable active canopy sensor RapidSCAN. The CNDC was established using NDVI and NDRE instead of aboveground biomass (AGB) measured by destructive sampling. A new in-season N diagnosis and recommendation strategy was further developed using direct and indirect NNI prediction using multi-source data fusion and ML models.</p></div><div><h3>Results</h3><p>The new CNDC based on NDVI or NDRE explained 94−96 % of N<sub>c</sub> variability in the evaluation dataset when it was coupled with environmental and agronomic factors using ML models. The ML-based PNC and NNI prediction models explained 85 % and 21–36 % more variability over simple regression models using NDVI or NDRE in the evaluation dataset, respectively. The new in-season N diagnosis strategy using the NDVI and NDRE-based CNDCs and plant N concentration (PNC) predicted with RF model and multi-source data fusion performed slightly better than direct NNI prediction, explaining 7 % more of NNI variability and achieving 89 % of the areal agreement for N diagnosis across all evaluation experiments. Integrating this new N management strategy into the precision rice management system (as ML_PRM) increased yield, N use efficiency (NUE) and economic benefits over farmer’s practice (FP) by 7–15 %, 11–71 % and 4–16 % (161–596 $ ha<sup>−1</sup>), respectively, and increased NUE by 11–26 % and economic benefits by 8–97 $ ha<sup>−1</sup> than regional optimum rice management (RORM) under rice N surplus status under on-farm conditions.</p></div><div><h3>Conclusions</h3><p>In-season rice N status diagnosis can be improved using NDVI- and NDRE-based CNDC and PNC predicted by ML modeling with multi-source data fusion.</p></div><div><h3>Implications</h3><p>The active canopy sensor- and ML-based in-season N diagnosis and management strategy is more practical for applications under diverse on-farm conditions and has the potential to improve rice yield and ecologic
背景传统的用于确定氮营养指数(NNI)的临界氮(N)稀释曲线(CNDC)构建方法在不同农田条件下对作物当季氮诊断和推荐具有局限性。方法在中国东北七星农场的 14 个地点对 3 个粳稻品种进行了为期 5 年的小区和农场试验。采用随机森林(RF)和扩展梯度提升(XGBoost)回归两种机器学习(ML)方法融合多源数据,包括来自便携式主动冠层传感器 RapidSCAN 的基因型、环境、管理、生长阶段、归一化差异植被指数(NDVI)和归一化差异红边(NDRE)。利用 NDVI 和 NDRE 代替破坏性取样测量的地上生物量 (AGB),建立了 CNDC。结果基于 NDVI 或 NDRE 的新 CNDC 使用 ML 模型与环境和农艺因素相结合,解释了评估数据集中 94-96% 的 Nc 变异性。与评估数据集中使用 NDVI 或 NDRE 的简单回归模型相比,基于 ML 的 PNC 和 NNI 预测模型对变异的解释率分别提高了 85% 和 21-36%。使用基于 NDVI 和 NDRE 的 CNDC 以及射频模型和多源数据融合预测的植物氮浓度 (PNC) 的新季节氮诊断策略比直接 NNI 预测略胜一筹,对 NNI 变异的解释率高 7%,在所有评估实验中的氮诊断区域一致性达到 89%。将这一新的氮管理策略整合到水稻精确管理系统(ML_PRM)中,与农民实践(FP)相比,产量、氮利用效率(NUE)和经济效益分别提高了 7%-15%、11%-71% 和 4%-16%(161-596 美元/公顷-1),与农场条件下水稻氮过剩状态下的区域最佳水稻管理(RORM)相比,氮利用效率提高了 11%-26%,经济效益提高了 8-97 美元/公顷-1。基于主动冠层传感器和多源数据融合的 ML 模型预测的 CNDC 和 PNC 可改善水稻当季氮状况诊断。
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引用次数: 0
Crop water stress index characterizes maize productivity under water and salt stress by using growth stage-specific non-water stress baselines 作物水分胁迫指数利用特定生长阶段的非水分胁迫基线描述玉米在水分和盐分胁迫下的生产力特征
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-21 DOI: 10.1016/j.fcr.2024.109544
Qi Liao , Shujie Gu , Shaoyu Gao , Taisheng Du , Shaozhong Kang , Ling Tong , Risheng Ding

Context

The use of non-destructive, continuous, and rapid canopy temperature (Tc) indices for crop stress diagnosis is of significant importance for improving crop water productivity (WP). However, the comprehensive applicability of the crop water stress index (CWSI), grounded in Tc, in diagnosing both single and combined water and salt stress, as well as characterizing physiological and growth traits, remains inadequately explored.

Objective

We aim to investigate the ability of CWSI to diagnose single and combined water and salt stress and to test whether a non-water stress baseline (NWSB) with or without growth stage and genotype differences influences CWSI to characterise maize leaf physiological and growth traits.

Methods

Here, we measured the Tc using infrared radiation thermometers of two maize genotypes (XY335 and ZD958) under both single and combined water and salt stress over two growing seasons, compared the differences of NWSB in three growth stages, and established CWSI. Our analysis involved scrutinizing the differences in characterizing crop physiology and growth traits between CWSI calculated using NWSB with and without growth stage differentiations.

Results

Our findings indicated that Tc is modulated by an interplay of soil water content, VPD, and soil salinity. The NWSB exhibited variations with both growth stage (pslope < 0.001) and genotype (pslope or pintercept < 0.01). The CWSI can diagnose single and combined water and salt stress suffered by maize. Under no stress, and single and combined water and salt stress, CWSI was significantly correlated with stomatal conductance (R2 ≥ 0.31, p < 0.1) and net photosynthetic rate (R2 ≥ 0.38, p < 0.1), rather than with hydraulic traits. The mean CWSI across the entire growth period closely correlated with leaf area index (LAI), canopy photosynthetically active radiation interception, biomass, yield, and evapotranspiration across varying treatments (R2 ≥ 0.54, p < 0.1). Contrary to CWSI derived from NWSB without growth stage variations, utilizing CWSI with growth stage distinctions better characterized physiological traits, while the former was more suitable for delineating yield and WP.

Implications

This research underscores the efficacy of CWSI for stress diagnosis and the evaluation of gas exchange and productivity in maize under both single and combined soil water-salt stress. This investigation significantly propels forward the implementation of crop-centric irrigation strategies aimed at optimizing water utilization efficiency.

背景使用非破坏性、连续、快速的冠层温度(Tc)指数诊断作物胁迫对提高作物水分生产率(WP)具有重要意义。目的我们旨在研究作物水分胁迫指数(CWSI)诊断单一和综合水分胁迫和盐分胁迫的能力,并测试有无生长阶段和基因型差异的非水分胁迫基线(NWSB)是否会影响作物水分胁迫指数(CWSI)对玉米叶片生理和生长性状的描述。方法在两个生长季中,我们使用红外辐射温度计测量了两种玉米基因型(XY335 和 ZD958)在单一和水盐联合胁迫下的 Tc,比较了三个生长阶段中 NWSB 的差异,并确定了 CWSI。结果我们的研究结果表明,Tc 受土壤含水量、VPD 和土壤含盐量的相互影响。NWSB 随生长阶段(pslope < 0.001)和基因型(pslope 或 pintercept < 0.01)的变化而变化。CWSI 可以诊断玉米遭受的单一胁迫和水盐联合胁迫。在无胁迫、单一胁迫和水盐联合胁迫下,CWSI与气孔导度(R2≥0.31,p <0.1)和净光合速率(R2≥0.38,p <0.1)显著相关,而与水分性状无关。整个生长期的平均 CWSI 与不同处理的叶面积指数(LAI)、冠层光合有效辐射截获、生物量、产量和蒸散量密切相关(R2 ≥ 0.54,p < 0.1)。这项研究强调了 CWSI 在单一土壤水分-盐分胁迫和综合土壤水分-盐分胁迫下对玉米进行胁迫诊断以及气体交换和生产力评估的有效性。这项研究极大地推动了以作物为中心的灌溉策略的实施,旨在优化水的利用效率。
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引用次数: 0
Updating soil organic carbon for wheat production with high yield and grain protein 更新土壤有机碳,促进小麦高产和谷物蛋白生产
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-20 DOI: 10.1016/j.fcr.2024.109549
Haiyan Dang , Ruiqing Sun , Wenting She , Saibin Hou , Xiaohan Li , Hongxin Chu , Tao Wang , Tingmiao Huang , Qiannan Huang , Kadambot H.M. Siddique , Zhaohui Wang

Soil organic carbon (SOC) is crucial for mitigating global warming and significantly impacts crop production. While the relationship between SOC and wheat yield is well-documented, its effect on wheat grain protein content, which is essential for food security and human health, remains unclear. This study gathered management data from wheat farmers and collected plant and soil samples in the Huang-Huai winter wheat region, China’s primary wheat-growing area, from 2015 to 2022. Boundary line analysis was used to quantify the responses of wheat yield and protein content to variations in SOC. Our findings reveal that increases in SOC significantly enhance wheat yield and protein content. The highest yields, reaching up to 10,848 kg ha–1, and a maximum protein content of 17.3 % were observed in soils with SOC ranging from 7.8–18.1 g kg–1, and high-yielding, high-protein wheat exhibited higher spike numbers and grain weights and more efficient nutrient accumulation from soil or fertilizer to shoots. Optimizing SOC levels to produce high-yielding, high-protein wheat could substantially reduce nitrogen (N), phosphorus (P), and potassium (K) fertilizer use by 9.42×104, 0.70×104, and 3.66×104 Mg per year, decrease greenhouse gas emissions by 3.36 Mt CO2 eq and generate an economic benefit of 2.77 billion USD. In conclusion, our study expands the understanding of SOC’s role in crop production beyond crop yield, providing valuable insights for producing high-yielding, high-protein wheat.

土壤有机碳(SOC)对减缓全球变暖至关重要,并对作物生产产生重大影响。虽然土壤有机碳与小麦产量之间的关系已得到充分证实,但其对小麦籽粒蛋白质含量的影响仍不清楚,而蛋白质含量对粮食安全和人类健康至关重要。本研究收集了麦农的管理数据,并采集了 2015 年至 2022 年中国主要小麦种植区黄淮冬麦区的植物和土壤样本。研究采用边界线分析法量化小麦产量和蛋白质含量对 SOC 变化的响应。我们的研究结果表明,SOC 的增加能显著提高小麦产量和蛋白质含量。在 SOC 为 7.8-18.1 g kg-1 的土壤中,小麦产量最高,可达 10,848 kg ha-1,蛋白质含量最高达 17.3%;高产、高蛋白小麦的穗粒数和粒重更高,从土壤或肥料到嫩芽的养分积累效率更高。优化 SOC 水平以生产高产高蛋白小麦每年可大幅减少氮(N)、磷(P)和钾(K)肥料用量 9.42×104 兆克、0.70×104 兆克和 3.66×104 兆克,减少温室气体排放 3.36 百万吨二氧化碳当量,并产生 27.7 亿美元的经济效益。总之,我们的研究拓展了人们对 SOC 在作物产量之外的作用的认识,为生产高产、高蛋白小麦提供了有价值的见解。
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引用次数: 0
Branching response to stem density and its impact on yield in hybrid potato grown from true seeds and seedling tubers 用真种和块茎苗培育的杂交马铃薯对茎密度的分枝反应及其对产量的影响
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-18 DOI: 10.1016/j.fcr.2024.109548
Jiahui Gu, Jochem B. Evers, Steven M. Driever, Ke Shan, Paul C. Struik

Context

Hybrid potato crops can be grown from true potato seeds or from seedling tubers. True-seed-grown plants produce lower marketable tuber yield than seedling-tuber-grown plants, because of their low early vigour and distinct growth and development patterns, notably in term of main stem number and stem branching. These differences are pivotal for yield formation but their impacts on crop performance and yield are not well understood.

Objectives

We quantified the differences between the propagule types (true seeds vs seedling tubers) in their branching responses to stem density and assessed to what extent these differences contribute to differences in crop development and tuber production.

Methods

Two field experiments were conducted in different years, planting transplants from true seeds and pre-sprouted seedling tubers from the same genotype, while controlling their stem density per unit area. Responses in stem branching and biomass partitioning to stem density were quantified on individual main stems, followed by an evaluation of the impact of these responses on crop performance.

Results

On individual main stems in both propagule types, higher stem density decreased branch development, decreased the number of branches above- and belowground, resulted in shifts in aboveground branch distribution towards lower branching orders, and led to smaller tuber sizes. However, such branching responses were stronger in true-seed-grown plants than in seedling-tuber-grown plants. At crop level, differences between propagule types were significant in canopy duration, number of tubers, tuber size distribution and marketable yield, but there was no stem density effect.

Conclusion

Our results emphasized the differences between propagule types in branching and its impact on crop development and tuber yield, due to the absence of stem density effects. Propagule type effects could be attributed to intrinsic differences between propagule types in branching control, growth habit and source-sink relations. These effects are relevant for hybrid potato breeding and require further research. Management practices were partly responsible for year-to-year differences in branching and yield formation, which highlights their significance for hybrid potato production.

杂交马铃薯作物可以从真正的马铃薯种子或块茎幼苗培育而成。真种子种植的植株比块茎苗种植的植株的块茎产量要低,因为它们的早期活力低,生长发育模式不同,特别是在主茎数量和茎分枝方面。这些差异对产量的形成至关重要,但它们对作物性能和产量的影响却不甚了解。我们量化了不同繁殖类型(真种子与块茎幼苗)对茎干密度的分枝反应差异,并评估了这些差异在多大程度上导致了作物发育和块茎产量的差异。在不同年份进行了两次田间试验,分别种植同一基因型的真种子和预发芽块茎苗的移栽植物,同时控制其单位面积的茎干密度。对单个主茎的茎分枝和生物量分配对茎密度的反应进行了量化,然后评估了这些反应对作物表现的影响。在两种繁殖体类型的单个主茎上,较高的茎密度会减少分枝的发育,减少地上和地下分枝的数量,导致地上分枝分布向低级分枝转移,并导致块茎变小。不过,与幼苗-茎干生长型植物相比,真籽生长型植物的这种分枝反应更为强烈。在作物水平上,不同类型的繁殖体在冠层持续时间、块茎数量、块茎大小分布和可销售产量方面差异显著,但没有茎密度效应。由于没有茎密度效应,我们的结果强调了不同繁殖体类型在分枝方面的差异及其对作物生长和块茎产量的影响。繁殖体类型效应可归因于不同繁殖体类型在分枝控制、生长习性和源汇关系方面的内在差异。这些效应与杂交马铃薯育种有关,需要进一步研究。管理方法是造成分枝和产量形成年际差异的部分原因,这突出了它们对杂交马铃薯生产的重要性。
{"title":"Branching response to stem density and its impact on yield in hybrid potato grown from true seeds and seedling tubers","authors":"Jiahui Gu,&nbsp;Jochem B. Evers,&nbsp;Steven M. Driever,&nbsp;Ke Shan,&nbsp;Paul C. Struik","doi":"10.1016/j.fcr.2024.109548","DOIUrl":"10.1016/j.fcr.2024.109548","url":null,"abstract":"<div><h3>Context</h3><p>Hybrid potato crops can be grown from true potato seeds or from seedling tubers. True-seed-grown plants produce lower marketable tuber yield than seedling-tuber-grown plants, because of their low early vigour and distinct growth and development patterns, notably in term of main stem number and stem branching. These differences are pivotal for yield formation but their impacts on crop performance and yield are not well understood.</p></div><div><h3>Objectives</h3><p>We quantified the differences between the propagule types (true seeds vs seedling tubers) in their branching responses to stem density and assessed to what extent these differences contribute to differences in crop development and tuber production.</p></div><div><h3>Methods</h3><p>Two field experiments were conducted in different years, planting transplants from true seeds and pre-sprouted seedling tubers from the same genotype, while controlling their stem density per unit area. Responses in stem branching and biomass partitioning to stem density were quantified on individual main stems, followed by an evaluation of the impact of these responses on crop performance.</p></div><div><h3>Results</h3><p>On individual main stems in both propagule types, higher stem density decreased branch development, decreased the number of branches above- and belowground, resulted in shifts in aboveground branch distribution towards lower branching orders, and led to smaller tuber sizes. However, such branching responses were stronger in true-seed-grown plants than in seedling-tuber-grown plants. At crop level, differences between propagule types were significant in canopy duration, number of tubers, tuber size distribution and marketable yield, but there was no stem density effect.</p></div><div><h3>Conclusion</h3><p>Our results emphasized the differences between propagule types in branching and its impact on crop development and tuber yield, due to the absence of stem density effects. Propagule type effects could be attributed to intrinsic differences between propagule types in branching control, growth habit and source-sink relations. These effects are relevant for hybrid potato breeding and require further research. Management practices were partly responsible for year-to-year differences in branching and yield formation, which highlights their significance for hybrid potato production.</p></div>","PeriodicalId":12143,"journal":{"name":"Field Crops Research","volume":"317 ","pages":"Article 109548"},"PeriodicalIF":5.6,"publicationDate":"2024-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0378429024003010/pdfft?md5=56256df02e6cea93a9a3cba05ce94bc7&pid=1-s2.0-S0378429024003010-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141998764","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
Influence of crop development and fruit retention on the timing of crop maturity in Ultra-narrow row cotton 超窄行棉花的作物生长和留果期对作物成熟时间的影响
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-16 DOI: 10.1016/j.fcr.2024.109542
R. Roche , G.L. Hammer , S.P. Milroy , M.P. Bange

Ultra-narrow row (UNR) cotton, a production system with rows spaced less than 40 cm apart, has been proposed as a system for earlier maturity without substantial yield loss. However, trials in the U.S.A. and Australia have found maturity benefits difficult to achieve consistently. Studies undertaken in high input cotton systems that compared UNR to conventionally (1 m) spaced cotton found yield differences but failed to demonstrate differences in crop maturity. This paper examines crop development and fruiting dynamics of the two systems in more detail to understand why there were no differences in maturity. Results showed that lack of difference in maturity between the row spacings was not influenced by differences in the time to reach crop development stages nor by lower fruit retention of early bolls in the UNR plants. Node production and fruiting site production on a per plant basis were significantly slower in the UNR plants from early in the growing season. Slower node and fruiting site production delayed maturity in the UNR plants as they set fewer fruit within the same period of time compared to plants grown in conventional spaced rows. The number of fruiting sites produced per plant was highly dependent on the amount of dry matter per plant. Fruiting site production was reduced in the UNR crop because each plant produced less total dry matter, and hence plant development was slower. To further help understand the reasons for outcomes generated in these studies, and how UNR could possibly mature earlier without impacting yield, a conceptual modelling framework was developed to integrate seasonal patterns in fruiting site production, retention, and boll growth. A key component of this framework is translating from a per plant basis to an area basis. The analysis showed that for individual UNR plants to mature earlier and maintain yield on an area basis, early node production and fruiting site production must proceed at a similar rate to conventionally spaced crops. In this scenario 90 % of final yield would be present 14 days earlier in the UNR crop compared to conventionally spaced crops. To realise any benefits of potential earlier maturity further research is needed to explore genetic or management interventions that might avoid the early competitive stress response that slows node development in UNR.

超窄行(UNR)棉花是一种行距小于 40 厘米的生产系统,已被建议作为一种在不造成大量减产的情况下提早成熟的系统。然而,在美国和澳大利亚进行的试验发现,很难持续获得成熟效益。在高投入棉花系统中进行的研究发现,UNR 与常规(1 米)间距棉花的产量存在差异,但未能证明作物成熟度存在差异。本文更详细地研究了这两种系统的作物生长发育和结实动态,以了解成熟度没有差异的原因。结果表明,行距间成熟度没有差异既不是因为作物发育阶段的时间不同造成的,也不是因为 UNR 植株早期果穗的留果率较低造成的。从生长季节初期开始,UNR 植株的单株节位和果位产量明显较慢。与常规行距种植的植株相比,UNR 植株的节和结果部位生产速度较慢,这推迟了它们的成熟期,因为它们在同一时期内结出的果实较少。每株植物结果部位的数量在很大程度上取决于每株植物的干物质含量。由于每株植物产生的干物质总量较少,因此植株发育较慢,UNR 作物的结果部位产量也随之减少。为了进一步帮助了解这些研究产生结果的原因,以及如何在不影响产量的情况下让 UNR 提前成熟,我们开发了一个概念模型框架,以整合结果部位产量、保留率和果穗生长的季节性模式。该框架的一个关键组成部分是从单株转换为面积。分析表明,要使单株 UNR 提前成熟并保持按面积计算的产量,早期节间生产和结果部位生产必须以与传统间距作物相似的速度进行。在这种情况下,90% 的最终产量将在 UNR 作物中提前 14 天出现。为了实现潜在的提早成熟所带来的任何益处,需要进一步开展研究,探索基因或管理干预措施,以避免出现减缓 UNR 结节发育的早期竞争压力反应。
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引用次数: 0
Straw-derived biochar regulates soil enzyme activities, reduces greenhouse gas emissions, and enhances carbon accumulation in farmland under mulching 秸秆衍生的生物炭能调节土壤酶活性、减少温室气体排放并增强覆盖农田的碳积累
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-16 DOI: 10.1016/j.fcr.2024.109547
Yuhao Wang , Zhonghong Tian , Xiaoqun Li , Mengjie Zhang , Yujing Fang , Yingzhou Xiang , Yuchen Liu , Enke Liu , Zhikuan Jia , Kadambot H.M. Siddique , Wei Ting , Weijun Zhang , Peng Zhang

Context or problem

Film mulching can significantly increase crop yields, but long-term continuous mulching will reduce the soil fertility and lead to soil quality degradation. Incorporating exogenous carbon (C) is widely recognized as an effective countermeasure for improving degraded farmland soil under mulching in semiarid areas.

Objective or research question

We compared the effects of straw and biochar on the accumulation of C and soil biochemical properties in both mulched and non-mulched farmland, and investigated the effects of various types of straw inputs on greenhouse gas (GHG) emissions.

Methods

A field experiment was conducted to test six treatments: flat planting without mulching (NN), flat planting with straw incorporation (NS), flat planting with biochar incorporation (NB), film mulching (MN), film mulching with straw incorporation (MS), and film mulching with biochar incorporation (MB)]. Comprehensive assessments were conducted in Pengyang, Ningxia, China during the two growing seasons of 2020 and 2021.

Results

Mulching increased the soil hydrothermal conditions, maize yields (29.32 %), and GHG emissions (CO2: 10.07 %; N2O: 1.42 %) but decreased the soil organic C storage (SOCS: 6.91 %). Straw returning increased the plant fixed C (14.99 %), improved GHG emissions (CO2: 4.95 %; N2O: 4.33 %), and inhibited CH4 uptake (3.78 %). Compared with MS, MB reduced the GHG emissions (CO2: 9.93 %; N2O: 20.97 %) and net global warming potential (7.08 %), but increased the SOCS (SOCS: 3.42 %), C efficiency ratio (CER: 26.93 %), CH4 uptake (10.72 %), and soil enzyme activities (invertase: 6.48 %; urease: 13.76 %).

Conclusions

Incorporating biochar rather than straw has greater potential for enhancing the soil enzyme activities and C use efficiency while also reducing the GHG emissions and net global warming potential caused by mulching in dryland farming.

Implications or significance

In this study, we comprehensively compared the effects of incorporating straw, film mulching, and biochar incorporation on C accumulation, GHG emissions, and maize yields in dryland farming. Our findings provide a scientific basis for achieving green and sustainable high-yield production in mulched dryland farming.

背景或问题薄膜覆盖可以显著提高作物产量,但长期连续覆盖会降低土壤肥力,导致土壤质量退化。掺入外源碳(C)被公认为是改善半干旱地区地膜覆盖下退化农田土壤的有效对策。目的或研究问题我们比较了秸秆和生物炭对地膜覆盖农田和非地膜覆盖农田的碳积累和土壤生物化学性质的影响,并研究了各种类型的秸秆投入对温室气体(GHG)排放的影响。方法通过田间试验测试了六种处理:无覆盖物的平地种植(NN)、掺入秸秆的平地种植(NS)、掺入生物炭的平地种植(NB)、薄膜覆盖(MN)、掺入秸秆的薄膜覆盖(MS)和掺入生物炭的薄膜覆盖(MB)]。结果地膜覆盖增加了土壤水热条件、玉米产量(29.32%)和温室气体排放量(CO2:10.07%;N2O:1.42%),但减少了土壤有机碳储量(SOCS:6.91%)。秸秆还田增加了植物固定碳(14.99 %),改善了温室气体排放(CO2:4.95 %;N2O:4.33 %),抑制了 CH4 吸收(3.78 %)。与 MS 相比,MB 减少了温室气体排放量(CO2:9.93 %;N2O:20.97 %)和净全球升温潜能值(7.08 %),但增加了 SOCS(SOCS:3.42 %)、C 效率比(CER:26.93 %)、CH4 吸收量(10.72 %)和土壤酶活性(转化酶:6.48 %;脲酶:13.76 %)。结论在旱地耕作中,掺入生物炭而不是秸秆更有可能提高土壤酶活性和碳利用效率,同时还能减少地膜覆盖造成的温室气体排放和净全球变暖潜势。 影响或意义本研究全面比较了掺入秸秆、地膜覆盖和掺入生物炭对旱地耕作中碳积累、温室气体排放和玉米产量的影响。我们的研究结果为地膜覆盖旱地耕作实现绿色可持续高产提供了科学依据。
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引用次数: 0
Understanding fiber quality in field-grown shaded cotton: Nitrogen fertilization implications 了解田间种植的遮阳棉花的纤维质量:氮肥的影响
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-15 DOI: 10.1016/j.fcr.2024.109543
Juan P.A. Raphael , Fábio R. Echer , Ciro A. Rosolem

Context

High nitrogen rates are important to field-grown cotton (Gossypium hirsutum L.) for recovering from stresses such as light restriction and alleviating its negative impact on yield. However, there is little information on its influence on fiber quality after shading.

Objective

The objective of this study was to examine fiber quality responses to nitrogen fertilization of shaded cotton.

Methods

Cotton plants were exposed to a 42 % reduction in global radiation for 16–25 days during early flowering, and fertilizer with different N rates in the Center-West (Primavera do Leste - PL and Chapadão do Sul - CS) and Southeast (Itapeva - IT) Brazil. Four N rates were used in PL and IT, and 3 N rates and an early (FM 906GLT) and a late-cycle (FM 983GLT) cotton cultivar were used in CS. Fiber quality from bolls taken from entire plots (nonportioned plants) and from the lower, middle, and upper thirds of the canopy (portioned plants) was assessed.

Results

The lack of interaction in most analyses indicated shading and nitrogen effects on fiber quality as independent. Shading resulted in occasional effects on micronaire, strength, length, length uniformity, and short fiber index. Micronaire of nonportioned plants decreased in response to N inputs, wherein values at the maximum N rate were lower than those at the minimum one by 5.21 % and 7.91 % in PL and IT, respectively. Increasing N rates also decreased micronaire in all canopy portions in IT and the lower third in CS but had nonconclusive effects on other fiber properties. Fiber length and strength were generally greater in the late-maturing cultivar, which had higher micronaire readings in the lower third of the canopy and lower readings in the upper canopy compared with the early cultivar.

Conclusions

In conclusion, shading during early flowering has limited and inconsistent effects on cotton fiber quality. Conversely, N fertilization leads to more predictable results, so higher N rates increase the risk of heightened immature fiber percentage.

Implications

The findings of this work provide new insights into how nitrogen fertilization management affects cotton fiber quality. Future research should consider other management techniques, such as the timing of the crop termination, to avoid the occurrence of low micronaire.

背景高氮率对于大田种植的棉花(Gossypium hirsutum L.)来说非常重要,它能使棉花从光照限制等胁迫中恢复过来,并减轻其对产量的负面影响。在巴西中西部(Primavera do Leste - PL 和 Chapadão do Sul - CS)和东南部(Itapeva - IT),棉花植株在初花期受到的全球辐射减少了 42%,持续 16-25 天,并施用不同氮肥。PL 和 IT 采用了四种氮肥施用率,CS 采用了三种氮肥施用率以及早熟棉花品种(FM 906GLT)和晚熟棉花品种(FM 983GLT)。对取自整个地块(非配比植株)和取自冠层下部、中部和上部三分之二(配比植株)的棉铃的纤维质量进行了评估。结果大多数分析中缺乏交互作用,表明遮光和氮对纤维质量的影响是独立的。遮光偶尔会影响马克隆值、强度、长度、长度均匀性和短纤维指数。在 PL 和 IT 中,非配比植株的马克隆值随氮投入量的增加而降低,最大氮用量下的数值比最小氮用量下的数值分别低 5.21 % 和 7.91 %。增加氮肥施用量也会降低 IT 和 CS 中冠层所有部分的微米值,但对其他纤维特性的影响不明显。与早熟栽培品种相比,晚熟栽培品种的纤维长度和强度普遍较高,冠层下三分之一部分的马克隆值较高,冠层上部的马克隆值较低。相反,氮肥施用会导致更可预测的结果,因此氮肥施用率越高,未成熟纤维比例增加的风险就越大。未来的研究应考虑其他管理技术,如作物终止的时间,以避免出现低微粉率。
{"title":"Understanding fiber quality in field-grown shaded cotton: Nitrogen fertilization implications","authors":"Juan P.A. Raphael ,&nbsp;Fábio R. Echer ,&nbsp;Ciro A. Rosolem","doi":"10.1016/j.fcr.2024.109543","DOIUrl":"10.1016/j.fcr.2024.109543","url":null,"abstract":"<div><h3>Context</h3><p>High nitrogen rates are important to field-grown cotton (<em>Gossypium hirsutum</em> L.) for recovering from stresses such as light restriction and alleviating its negative impact on yield. However, there is little information on its influence on fiber quality after shading.</p></div><div><h3>Objective</h3><p>The objective of this study was to examine fiber quality responses to nitrogen fertilization of shaded cotton.</p></div><div><h3>Methods</h3><p>Cotton plants were exposed to a 42 % reduction in global radiation for 16–25 days during early flowering, and fertilizer with different N rates in the Center-West (Primavera do Leste - PL and Chapadão do Sul - CS) and Southeast (Itapeva - IT) Brazil. Four N rates were used in PL and IT, and 3 N rates and an early (FM 906GLT) and a late-cycle (FM 983GLT) cotton cultivar were used in CS. Fiber quality from bolls taken from entire plots (nonportioned plants) and from the lower, middle, and upper thirds of the canopy (portioned plants) was assessed.</p></div><div><h3>Results</h3><p>The lack of interaction in most analyses indicated shading and nitrogen effects on fiber quality as independent. Shading resulted in occasional effects on micronaire, strength, length, length uniformity, and short fiber index. Micronaire of nonportioned plants decreased in response to N inputs, wherein values at the maximum N rate were lower than those at the minimum one by 5.21 % and 7.91 % in PL and IT, respectively. Increasing N rates also decreased micronaire in all canopy portions in IT and the lower third in CS but had nonconclusive effects on other fiber properties. Fiber length and strength were generally greater in the late-maturing cultivar, which had higher micronaire readings in the lower third of the canopy and lower readings in the upper canopy compared with the early cultivar.</p></div><div><h3>Conclusions</h3><p>In conclusion, shading during early flowering has limited and inconsistent effects on cotton fiber quality. Conversely, N fertilization leads to more predictable results, so higher N rates increase the risk of heightened immature fiber percentage.</p></div><div><h3>Implications</h3><p>The findings of this work provide new insights into how nitrogen fertilization management affects cotton fiber quality. Future research should consider other management techniques, such as the timing of the crop termination, to avoid the occurrence of low micronaire.</p></div>","PeriodicalId":12143,"journal":{"name":"Field Crops Research","volume":"317 ","pages":"Article 109543"},"PeriodicalIF":5.6,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141990753","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
Evaluation of forage quality in various soybean varieties and high-yield cultivation techniques 评估各种大豆品种的饲料质量和高产栽培技术
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-15 DOI: 10.1016/j.fcr.2024.109546
Baiquan Sun , Shan Yuan , Mahmoud Naser , Yanfeng Zhou , Hongchang Jia , Yang Yu , Xiangyu Yao , Tingting Wu , Wenwen Song , Bingjun Jiang , Hongxia Dong , Chunlei Zhang , Enoch Sapey , Peiguo Wang , Yanhui Sun , Junquan Zhang , Lixin Zhang , Qimeng Li , Cailong Xu , Xin Jia , Tianfu Han

Context

The rising demand for animal protein has intensified forage shortages and restricted pasture availability, underscoring the critical need for effective dual-purpose animal feeds.

Objective

This study aims to evaluate the potential of vegetative soybeans as animal feed by assessing their nutritional value and productivity. Specifically, it explores the feasibility of using late-maturing soybean varieties, adapted to low latitudes, as forage in high-latitude regions and examines the impact of different planting dates on their growth and effectiveness during limited growing seasons.

Methods

To achieve these objectives, a series of field and controlled experiments were conducted. The first experiment assessed 418 mid-maturing soybean varieties from the Huang-Huai-Hai Basin in China for their nutritional value as forage during 2020 and 2021. The second experiment tested late-maturing and photoperiod-sensitive soybean varieties, including "ZGDD" and the methionine-enhanced material "Ox-CGS," under tropical conditions with extended daylight. The third experiment evaluated forage soybeans sown on June 19th, July 14th, and August 8th, 2022, to determine their yield and protein content.

Results

Results showed that the first experiment yielded an average protein content of 24.7 %, ether extract content of 1.9 %, neutral detergent fiber content of 41.9 %, and acid detergent fiber content of 27.3 %, with a relative feeding value of 153, surpassing local standards for high-quality leguminous forage. The second experiment demonstrated that extended daylight increased crude protein yield by 3.7 times compared to Chinese soybean seed yields, and "Ox-CGS" showed a 24.2 % increase in methionine content. The third experiment revealed that forage soybeans achieved a crude protein yield of 0.95 t/ha within 60 days, exceeding the 2022 average of 0.68 t/ha for seed soybeans in China.

Conclusions

The findings indicate that photoperiod-sensitive soybeans can be effectively used as forage over extended periods, utilizing artificial lighting or cultivation in higher latitudes, and that short growth cycles enhance crude protein accumulation.

Implications or significance

This research highlights the potential of soybeans to alleviate forage shortages, improve land use efficiency, and contribute to food security and agricultural development, especially on marginal lands and in regions with limited growing seasons.

背景对动物蛋白质的需求不断增长,加剧了饲草的短缺,限制了牧草的供应,突出了对有效的两用动物饲料的迫切需要。具体来说,它探讨了在高纬度地区使用适应低纬度地区的晚熟大豆品种作为饲料的可行性,并研究了在有限的生长季节中不同的种植日期对其生长和有效性的影响。第一个实验评估了中国黄淮海流域 418 个中熟大豆品种在 2020 年和 2021 年作为饲料的营养价值。第二项实验在热带长日照条件下测试了晚熟和对光周期敏感的大豆品种,包括 "ZGDD "和蛋氨酸增强材料 "Ox-CGS"。第三项实验对 2022 年 6 月 19 日、7 月 14 日和 8 月 8 日播种的饲用大豆进行了评估,以确定其产量和蛋白质含量。结果结果表明,第一项实验的平均蛋白质含量为 24.7%,醚提取物含量为 1.9%,中性洗涤纤维含量为 41.9%,酸性洗涤纤维含量为 27.3%,相对饲用价值为 153,超过了当地优质豆科饲草的标准。第二项实验表明,延长日照与中国大豆种子产量相比,粗蛋白产量提高了 3.7 倍,"Ox-CGS "蛋氨酸含量提高了 24.2%。结论研究结果表明,利用人工光照或在高纬度地区栽培,对光周期敏感的大豆可长期有效地用作饲料,而且短生长周期可提高粗蛋白积累。影响或意义这项研究强调了大豆在缓解饲草短缺、提高土地利用效率以及促进粮食安全和农业发展方面的潜力,尤其是在贫瘠土地和生长季节有限的地区。
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引用次数: 0
Functional and mechanistic assessment of plant-available soil phosphorus greatly improved the multisite diagnosis of maize yield response 对植物可利用土壤磷的功能和机理评估大大提高了玉米产量响应的多点诊断能力
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-14 DOI: 10.1016/j.fcr.2024.109539
C. Morel , C. Jouany , P. Denoroy , C. Montagnier
<div><h3>Context or problem</h3><p>Plant-available soil phosphorus (P) is commonly assessed by chemical extractions with the purpose of diagnosing and advising fertilizer P application. However, for a given crop, this approach only poorly predicts yields obtained from several experimental sites. To solve this major drawback, a functional and mechanistic evaluation has been developed to mimic dominant processes involved in the absorption of phosphate ions.</p></div><div><h3>Objective or research question</h3><p>In this study, we investigated the predictive ability of a mechanistic approach to diagnose maize (<em>Zea mays</em> L.) yields, in comparison to the common Olsen's method (0.5 M bicarbonate solution).</p></div><div><h3>Methods</h3><p>The processes-based assessment consists of parameterizing relationships between amount of diffusible phosphate ions (<em>P</em><sub>r</sub>) at the solid-to-solution interface equilibrating the phosphate ions concentration in solution (<em>C</em><sub>P</sub>) with time (<em>t</em>). We parameterized [<em>P</em><sub>r</sub> vs. (<em>C</em><sub>P</sub>, <em>t</em>)] relationships for stored and archived soil samples (plough layer) of nine long-term field experiments (LTFEs) on increasing rates of P applications including the zero-P treatment (P0). LTFEs were located in different soils (Luvisol, Podzol, Arenosol, Calcosol) with large variations in physico-chemical properties. We also used LTFEs database of maize yields.</p></div><div><h3>Results</h3><p>The <em>C</em><sub>P</sub> values ranged from 0.02 to 3.86 mg P L<sup>−1</sup> for 40 (LTFE×year of maize cropping) combinations. The (<em>P</em><sub>r</sub>=v×<em>C</em><sub>P</sub><sup>w</sup>×<em>t</em><sup>p</sup>) equation closely described the [<em>P</em><sub>r</sub> vs. (<em>C</em><sub>P</sub>, <em>t</em>)] datasets, with (v, w, p) parameters being soil specific. Maximum yields ranged from 5.5 to 14.7 t DM ha<sup>−1</sup> depending on LTFEs and years. Yields decreased significantly only in P0, and did not differ for other P rates. The relationship between the relative maize yield and <em>C</em><sub>P</sub> was sites-specific with <em>C</em><sub>P</sub> thresholds to obtain a relative yield of 0.95 ranged from 0.07 to 0.88 mg P L<sup>−1</sup> solution. Taking into account amounts of phosphate ions which balance <em>C</em><sub>P</sub> by diffusion using (<em>P</em><sub>r</sub>=v×<em>C</em><sub>P</sub><sup>w</sup>×<em>t</em><sup>p</sup>) equations, a single response curve is observed for the 9 LTFEs when the replenishment time is 1500 minutes (i.e. about one day). The critical <em>C</em><sub>P</sub> thresholds closely correlated to the ability of the soil solid phase to buffer phosphate ions in solution.</p></div><div><h3>Conclusions</h3><p>For the 9 studied LTFEs on P fertilization, the [<em>P</em><sub>r</sub> vs. (<em>C</em><sub>P</sub>, <em>t</em>)] relationships were more able to account for maize response curves than P extracted by Olsen method, improving
背景或问题土壤中可利用的磷(P)通常通过化学萃取法进行评估,目的是诊断和建议施用磷肥。然而,对于特定作物而言,这种方法只能较好地预测多个实验点的产量。为了解决这一重大缺陷,我们开发了一种功能和机理评估方法,以模拟磷酸盐离子吸收过程中的主要过程。方法基于过程的评估包括将固体到溶液界面上可扩散磷酸盐离子(Pr)的数量与溶液中磷酸盐离子浓度(CP)随时间(t)变化的平衡关系参数化。我们对九个长期田间试验(LTFE)中储存和存档的土壤样本(犁地层)进行了[Pr vs. (CP, t)]参数化,这些土壤样本的磷酸盐施用量不断增加,包括零磷处理(P0)。LTFE 位于不同的土壤(Luvisol、Podzol、Arenosol、Calcosol)中,物理化学性质差异很大。结果 40 个(LTFE×玉米种植年)组合的 CP 值介于 0.02 至 3.86 mg P L-1 之间。(Pr=v×CPw×tp)方程密切描述了[Pr vs. (CP,t)]数据集,(v、w、p)参数与土壤有关。最高产量介于 5.5 至 14.7 吨 DM ha-1 之间,取决于 LTFE 和年份。只有在 P0 时产量才有明显下降,其他 P 率没有差异。玉米相对产量与氯化石蜡之间的关系是特定的,氯化石蜡阈值为 0.95,相对产量为 0.07 至 0.88 毫克 P L-1 溶液。考虑到磷酸盐离子通过扩散平衡氯化石蜡的数量,使用(Pr=v×CPw×tp)等式,当补给时间为 1500 分钟(即大约一天)时,9 种低温冷冻水的反应曲线是单一的。结论对于所研究的 9 个有关磷肥的 LTFE,[Pr vs. (CP,t)] 关系比 Olsen 方法提取的磷更能解释玉米的响应曲线,提高了玉米产量响应多点诊断的精度和可靠性。通过考虑犁层下土壤层的作用,可以取得进一步的进展。
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引用次数: 0
Genome edited zm-D8 reduced stature maize hybrids have improved climate resilience and competitive yields 基因组编辑的 zm-D8 矮秆玉米杂交种具有更强的气候适应能力和更有竞争力的产量
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-13 DOI: 10.1016/j.fcr.2024.109527
Ben Weers, Joanie Phillips, Xiaomu Niu, Jeffrey R. Schussler, Jeffrey E. Habben

As the frequency of intensive storm events increases in the U.S. Corn Belt, reduced stature maize hybrids could provide a new approach to improved climate resilience in maize production. We designed gene-edited D8 (dwarf8, zm-D8) maize germplasm with reduced stature to evaluate morphometric traits and grain yield. Four elite edited zm-D8 maize hybrids and their isogenic standard height hybrid comparators were evaluated over a total of 17 field locations in 2021 and 2022. Across three plant densities (80 K, 100 K and 120 K plants ha−1), plant height of the edited zm-D8 reduced stature hybrids was reduced 34 % and ear height was decreased 32 %. In each of the three plant densities, grain yield of the edited zm-D8 reduced stature hybrids was comparable to the isogenic standard height hybrids. Also, edited zm-D8 hybrids had significantly less lodging than the standard hybrids. In a separate study, DP202216 (ZmGos2:zmm28) a transgenic event with increased and extended expression of the zmm28 transcription factor, was crossed with reduced stature edited zm-D8 hybrids. Combining edited zm-D8 with event DP202216 significantly increased hybrid yields over those of edited zm-D8 hybrids under high density (120 K plants ha−1). These results support a maize production system where edited zm-D8 reduced stature hybrids, alone or in combination with DP202216, provide improved climate resilience with grain yields competitive to standard height hybrids.

随着美国玉米带密集风暴事件发生频率的增加,身材矮小的玉米杂交种可为提高玉米生产的气候适应性提供一种新方法。我们设计了基因编辑的 D8(dwarf8,zm-D8)矮秆玉米种质,以评估形态特征和谷物产量。2021 年和 2022 年,我们在总共 17 个田间地点对四个经过基因编辑的 zm-D8 玉米杂交种及其同源标准株高杂交种比较株进行了评估。在三种植株密度(80 K、100 K和120 K株/公顷)下,经过编辑的zm-D8矮秆杂交种的株高降低了34%,穗高降低了32%。在三种植株密度下,经过编辑的zm-D8矮秆杂交种的谷物产量均与同源标准株高杂交种相当。此外,经过编辑的 zm-D8 杂交种的结实率明显低于标准杂交种。在另一项研究中,DP202216(ZmGos2:zmm28)是一种zmm28转录因子表达增加和延长的转基因事件,它与经过编辑的zm-D8矮秆杂交种杂交。在高密度(120 K 株/公顷)条件下,将经过编辑的 zm-D8 与 DP202216 结合使用,杂交产量比经过编辑的 zm-D8 杂交种显著提高。这些结果支持了一种玉米生产系统,在这种系统中,经过编辑的 zm-D8 矮秆杂交种单独或与 DP202216 结合使用,可提高对气候的适应能力,其谷物产量可与标准高度的杂交种相媲美。
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Field Crops Research
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