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Betalain synthesis in alfalfa impacts fiber digestion and enteric methane production 苜蓿中甜菜碱的合成影响纤维的消化和肠道甲烷的产生
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-26 DOI: 10.1002/csc2.70226
Deborah J. Heuschele, Jason Nimpoeno, Shaun J. Curtin, Deborah A. Samac

Betalain pigments, betacyanins, and betaxanthins are widely used as coloring agents as well as in pharmaceutical and functional foods. However, significant betacyanin production occurs in only a few species of plants, which limits their wider application. We used the reporter gene RUBY controlled by CaMV 35S promoter to produce betalain in alfalfa (Medicago sativa L.). Betalain pigments were produced throughout the plant with the intensity of coloration varying with RUBY expression. Concentrations of betacyanin in herbage ranged from 50 to 650 mg/100 g dry wt and betaxanthin from 0.28 to 2.55 mg/100 g dry wt, significantly higher than in roots of table beet. Also, alfalfa plants expressing RUBY reduced methane production in in vitro enteric methane assays and had increased stem cell wall fiber digestibility compared to wild-type plants. Alfalfa plants expressing RUBY would provide a low cost and sustainable source of betalain for food and feed applications. When RUBY alfalfa is incorporated into rations, it could be advantageous in cattle production systems to increase forage digestibility and protein synthesis.

Betalain色素,betacyanins和betacanthins被广泛用作着色剂以及制药和功能性食品。然而,甜菜花青素的大量生产只发生在少数几种植物中,这限制了它们的广泛应用。利用CaMV 35S启动子控制的报告基因RUBY在紫花苜蓿(Medicago sativa L.)中产生甜菜素。Betalain色素在整个植物中产生,其颜色强度随RUBY表达而变化。牧草中甜菜青素含量在50 ~ 650 mg/100 g干重之间,甜菜青素含量在0.28 ~ 2.55 mg/100 g干重之间,显著高于甜菜根。此外,与野生型植物相比,表达RUBY的苜蓿植物在体外肠内甲烷测定中减少了甲烷的产生,并且增加了干细胞壁纤维的消化率。表达RUBY的苜蓿植物将为食品和饲料应用提供低成本和可持续的甜菜素来源。饲粮中掺入红宝石苜蓿有利于提高饲料消化率和蛋白质合成。
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引用次数: 0
Correction to “Spatiotemporal lipid remodeling and signaling networks in cotton fiber development” 对“棉纤维发育中的脂质重构和信号网络”的修正
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-24 DOI: 10.1002/csc2.70243

Song, Q., Du, C., Wang, J., & Zuo, K. (2025). Spatiotemporal lipid remodeling and signaling networks in cotton fiber development. Crop Science, 65, e70196. https://doi.org/10.1002/csc2.70196

The authors were listed in the incorrect order in the byline as Kaijing Zuo, Qingwei Song, Jin Wang, and Chuanhui Du. The correct order is Qingwei Song, Chuanhui Du, Jin Wang, and Kaijing Zuo.

The author order was also incorrectly presented in the Author Contributions section: Kaijing Zuo: Writing—review and editing. Qingwei Song: Writing—original draft. Jin Wang: Writing—review and editing. Chuanhui Du: Writing—original draft. The correct order is Qingwei Song: Writing—original draft. Chuanhui Du: Writing—original draft. Jin Wang: Writing—review and editing. Kaijing Zuo: Writing—review and editing.

We apologize for this error.

歌,问,Du, C, Wang J。,,左,k(2025)。棉纤维发育过程中脂质重构和信号网络的时空变化。作物科学,2015,33(6):391 - 391。https://doi.org/10.1002/csc2.70196The作者的署名顺序不正确,分别是左开京、宋庆伟、王晋和杜传辉。正确的顺序是宋庆伟、杜传慧、王进、左开静。在“作者贡献”部分,“左开京:写作-评审和编辑”,作者顺序也不正确。宋庆伟:写作-原稿。王晋:写作-评论和编辑。杜传辉:写作——原稿。正确的顺序是:《青薇歌》:写作-原稿。杜传辉:写作——原稿。王晋:写作-评论和编辑。左开静:写作、评审、编辑。我们为这个错误道歉。
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引用次数: 0
Is durum wheat amenable to an ultra-early seeding system and associated abiotic stress? 硬粒小麦是否适合超早播种系统和相关的非生物胁迫?
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-23 DOI: 10.1002/csc2.70234
Zhijie Wang, Curtis Pozniak, Yuefeng Ruan, Kui Liu, Chris Willenborg, William May, Ken Coles, Brian L. Beres

Ultra-early seeding provides several benefits for hexaploid wheat (Triticum aestivum L.), including an extended planting window, grain yield protection, enhancement and stability, earlier harvest, and improved weed competitiveness. However, a knowledge gap exists around whether durum wheat (Triticum turgidum ssp. durum) is also amenable to this practice. Thus, an experiment was conducted at four locations in Alberta and Saskatchewan, Canada, from 2022 to 2024. The treatment combinations consisted of five durum wheat cultivars, planted at six soil temperature triggers separated by 2°C increments beginning at 0°C through to 10°C. Among the cultivars, irrespective of planting time, AAC Donlow, CDC Defy, and AAC Stronghold attained similar grain yields when averaged across all environments, which were superior to CDC Desire and Transcend. Planting at a soil temperature of 2°C measured at the 5-cm soil depth generally resulted in higher grain yields and greater net returns. Moreover, a partial least squares regression-additive Main effects and multiplicative interaction analysis indicated that a 2°C planting system was better adapted to warmer June and arid summer conditions, which suggests the system imparts enhanced heat and drought stress resilience. If planting was delayed—that is, ≥10°C soil temperature—a yield drag was usually experienced. Grain protein concentration was not affected by the soil temperature trigger. Thus, commercially available durum cultivars are amenable to ultra-early seeding and optimized when planted at a soil temperature of 2°C, which could increase returns by $CAD 134 ha−1. Future studies will investigate durum responses when planted ultra-early versus dormant-plantings in fall, with variations to planting depth.

超早播种为六倍体小麦(Triticum aestivum L.)提供了几个好处,包括延长种植窗口,粮食产量保护,增强和稳定,提前收获和提高杂草竞争力。然而,关于硬粒小麦(Triticum turgidum ssp)是否具有抗氧化活性存在知识空白。Durum)也适用于这种做法。因此,从2022年到2024年,在加拿大阿尔伯塔省和萨斯喀彻温省的四个地点进行了一项实验。处理组合包括5个硬粒小麦品种,在6个土壤温度触发点种植,从0°C开始到10°C,以2°C的增量间隔。在不同种植时间的品种中,AAC Donlow、CDC Defy和AAC Stronghold在所有环境下的平均产量相近,优于CDC Desire和Transcend。在土壤温度为2°C、土壤深度为5 cm的情况下种植,通常会产生更高的粮食产量和更高的净收益。此外,偏最小二乘回归-加性主效应和乘性交互分析表明,2°C种植系统更适合6月温暖和夏季干旱的条件,这表明该系统具有增强的抗热和抗旱能力。如果种植延迟,即土壤温度≥10°C,通常会出现产量下降。籽粒蛋白质浓度不受土壤温度的影响。因此,市售硬粒品种适合超早播种,并在土壤温度为2°C时进行优化,可增加134加元/公顷的回报。未来的研究将调查超早种植和秋季休眠种植时硬膜的反应,以及种植深度的变化。
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引用次数: 0
Pooled sequencing data for management and use of heterogeneous germplasm: Examples from sugar beet 管理和利用异种种质的汇总测序数据:以甜菜为例
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-21 DOI: 10.1002/csc2.70233
Patrick A. Reeves, Ann A. Reilley, Lee W. Panella, Christopher M. Richards

We promote whole-genome pooled sequencing data as a persistent, reusable resource to improve management and utilization of heterogeneous germplasm collections. Using 14.9 Tbp of DNA sequence data from 4987 individuals in the sugar beet (Beta vulgaris L. ssp. vulgaris) primary gene pool as a test case, we demonstrate appropriate analytical procedures to reveal population structure, assemble optimized subsets, perform allele mining, and contribute to gene discovery. Table, sugar, fodder, and leaf beets were found to be genetically distinct, with an affinity shown between wild and leaf beets. Differing genetic trajectories were inferred for germplasm releases from four regional U.S. Department of Agriculture-Agricultural Research Service sugar beet breeding programs. Using a germplasm panel developed to represent broad-sense variation in B. vulgaris L. ssp. maritima, we show that the wild relative is variable, divergent, and remains underexploited despite an established, successful history of wild introgressions. We discover that novel Rz2-type rhizomania disease resistance alleles are common in table beets and the wild relative but are uncommon in US sugar beet germplasm. Phenotypic characterization data held in gene banks can be used with pooled sequencing data for association analyses—a whole-genome signature of selection scan identified BvWIP2 as a candidate gene for monogerm seed development, a valuable trait in beets, consistent with a recent association study using single individuals. Mass production of whole-genome pooled sequencing datasets linked to gene bank collections would minimize the need to re-sequence individuals, in some cases eliminating the wet lab component of genetic studies, shifting the emphasis of gene discovery to phenotyping and bioinformatics.

我们提倡全基因组集合测序数据作为一个持久的、可重复使用的资源,以提高异质性种质资源的管理和利用。利用甜菜(Beta vulgaris L. ssp) 4987个个体14.9 Tbp的DNA序列数据,研究了甜菜的遗传多样性。作为测试案例,我们展示了适当的分析程序来揭示种群结构,组装优化子集,进行等位基因挖掘,并有助于基因发现。研究发现,食用甜菜、糖用甜菜、饲料用甜菜和叶用甜菜在遗传上是不同的,野生甜菜和叶用甜菜之间表现出亲和力。从美国农业部和农业研究局的四个地区甜菜育种项目中推断出不同的遗传轨迹。利用开发的种质资源面板来代表白杨的广义变异。Maritima,我们表明野生亲属是可变的,发散的,尽管有一个建立的,成功的野生遗传渗透历史,但仍然未被充分利用。我们发现新的rz2型根茎病抗性等位基因在甜菜及其野生近缘种中很常见,但在美国甜菜种质中并不常见。基因库中保存的表型特征数据可以与汇总的测序数据一起用于关联分析——选择扫描的全基因组特征确定BvWIP2是单性种子发育的候选基因,这是甜菜的一个有价值的性状,与最近使用单个个体进行的关联研究一致。与基因库集合相关联的全基因组汇集测序数据集的大规模生产将最大限度地减少对个体重新测序的需求,在某些情况下,消除了遗传研究的湿实验室成分,将基因发现的重点转移到表型和生物信息学上。
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引用次数: 0
Developing an understanding of American elderberry (Sambucus nigra subsp. canadensis (L.) Bolli) to support breeding efforts 发展对美洲接骨木的了解。黄花(l)支持育种工作
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-21 DOI: 10.1002/csc2.70224
Elizabeth Prenger, Andrew Thomas, Ronald Revord

Elderberries (Sambucus spp.) have been valued as food and medicine around the world for millennia. Elderberry products are experiencing an increase in demand as ongoing research substantiates their putative health benefits. European elderberries (Sambucus nigra subsp. nigra) are an established industry in Europe and are often imported into the United States to meet demand for elderberry products. However, European cultivars do not reliably perform well in US Midwest environments. American elderberry (Sambucus nigra subsp. canadensis) is native to eastern North America and has only recently seen an increase in production and research efforts. The growing American elderberry industry in North America is mainly supported by cultivars selected from the wild. Targeted breeding efforts have the potential to substantially improve the performance and quality of American elderberry cultivars in a way that helps meet growing demand for domestic elderberry products. The following review summarizes foundational research on American elderberry performance, phenology, quality, and composition that informs emerging breeding efforts. Existing germplasm resources and trials are also summarized to aid both producers and new breeding initiatives, highlighting opportunities for growth. The body of work presented enables the informed development of new breeding pipelines and processes for American elderberries in the southern US Midwest, which are in their early stages but are well-positioned to support industry growth and production.

几千年来,接骨木莓(Sambucus spp.)在世界各地都被视为食物和药物。接骨木果产品的需求正在增加,因为正在进行的研究证实了它们对健康的益处。欧洲接骨木果(黑接骨木亚种)在欧洲是一个成熟的产业,经常进口到美国,以满足对接骨木果产品的需求。然而,欧洲品种在美国中西部环境中表现不佳。美洲接骨木(Sambucus nigra亚种)加拿大)原产于北美东部,直到最近才看到生产和研究努力的增加。在北美不断增长的美国接骨木产业主要是由从野生中挑选的品种支持的。有针对性的育种工作有可能大幅提高美国接骨木品种的性能和质量,从而有助于满足对国内接骨木产品日益增长的需求。以下综述总结了美国接骨木性能、物候、质量和成分的基础研究,为新兴育种工作提供信息。还总结了现有的种质资源和试验,以帮助生产者和新的育种计划,突出了增长机会。所提出的工作主体使美国中西部南部的美国接骨木果的新育种管道和工艺的知情发展成为可能,这些管道和工艺处于早期阶段,但处于有利地位,可以支持行业增长和生产。
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引用次数: 0
Epigenetic regulation of biotic stress responses in solanaceous vegetable crops 茄类蔬菜作物生物胁迫响应的表观遗传调控
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-21 DOI: 10.1002/csc2.70232
Mohan Singh Rajkumar, Lakshmi Akhijith Pasupuleti, Manikandan Ramasamy, Carlos A. Avila, Kranthi K. Mandadi

The Solanaceae family comprises several species of flowering plants, including economically important food crops that contribute to a substantial proportion of our nutritional needs, such as Solanum tuberosum (potatoes), Solanum lycopersicum (tomatoes), Solanum melongena (eggplants), and Capsicum annuum (peppers). However, the yield and quality of vegetable crops are constrained by several endemic and emerging pests and diseases. Understanding the host defense mechanisms that govern disease susceptibility and resistance can help develop strategies to prevent yield losses and improve quality. Recently, the role of epigenetic regulation in mediating biotic stress responses has garnered attention. This review provides a comprehensive insight into recent progress in understanding epigenetic regulation that mediates biotic stress responses in solanaceous crops. The dynamic DNA methylation and histone modifications that correlate with the differential expression of defense-responsive genes, conferring tolerance to pathogens, have been discussed. In addition, the identification of numerous microRNAs and long noncoding RNAs in the context of biotic stress, and the functional validation of a few of them, which confer tolerance against pathogens, has been elucidated. Although a few studies have analyzed epigenetic responses to biotic stress in solanaceous vegetable crops, several caveats remain, including the functional identification of immune-responsive genes modulated by epigenetic marks and noncoding RNAs, which present an excellent opportunity to explore further the mechanisms of biotic stress response in solanaceous plants. Moreover, we also discuss epigenetic memory, which is involved in defense against subsequent infections, and transgenerational memory, which can influence the immune response of progeny.

茄科包括几种开花植物,包括经济上重要的粮食作物,为我们的营养需求做出了很大的贡献,如马铃薯茄(Solanum tuberosum)、番茄茄(Solanum lycopersicum)、茄子茄(Solanum melongena)和辣椒(Capsicum annuum)。然而,蔬菜作物的产量和质量受到一些地方病和新出现的病虫害的制约。了解控制疾病易感性和抗性的宿主防御机制有助于制定防止产量损失和提高质量的策略。近年来,表观遗传调控在介导生物应激反应中的作用引起了人们的关注。这篇综述提供了一个全面的见解,了解最近进展的表观遗传调控介导的生物胁迫反应在茄类作物。动态DNA甲基化和组蛋白修饰与防御反应基因的差异表达相关,赋予病原体耐受性,已被讨论。此外,许多microrna和长链非编码rna在生物胁迫背景下的鉴定,以及其中一些赋予病原体耐受性的功能验证,已经被阐明。尽管一些研究分析了茄类蔬菜作物对生物胁迫的表观遗传反应,但仍存在一些问题,包括由表观遗传标记和非编码rna调节的免疫应答基因的功能鉴定,这为进一步探索茄类植物的生物胁迫反应机制提供了一个极好的机会。此外,我们还讨论了表观遗传记忆,它涉及防御后续感染,以及跨代记忆,它可以影响后代的免疫反应。
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引用次数: 0
Toward an art of genomic selection in vegetable breeding 蔬菜育种中的基因组选择艺术
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-18 DOI: 10.1002/csc2.70225
Christopher O. Hernandez, Gregory Vogel

Genomic selection (GS) is a powerful strategy for accelerating genetic gain in plant breeding. While in recent years GS has been widely adopted in breeding programs for agronomic crops, its implementation in vegetable breeding has been comparatively limited. Vegetable breeders face many unique challenges that impede the direct translation of GS implementation strategies from agronomic breeding programs. These challenges include the large number of traits that are important for cultivar development, the difficulty in quantitatively phenotyping many of these traits, especially those related to quality and sensory attributes, and the diversity of reproductive strategies and biological features represented among different vegetable crops. Successful vegetable breeders have been able to efficiently develop new varieties with improved quality and productivity, while constantly adapting to shifting market demands and growing methods, by complementing their understanding of heredity with elements of creativity and intuition-based decision-making. Like earlier advances in genetics and statistics that were once viewed as only theoretical, we feel GS can become an additional part of breeders’ routine selection strategy and, ultimately, another element of the “art” of vegetable breeding.

基因组选择是植物育种中加速遗传增益的一种有效策略。近年来,GS技术在农艺作物育种中得到了广泛应用,但在蔬菜育种中的应用却相对有限。蔬菜育种者面临着许多独特的挑战,这些挑战阻碍了从农艺育种计划中直接转化GS实施策略。这些挑战包括对品种发育具有重要意义的大量性状,其中许多性状的定量表型分析困难,特别是与质量和感官属性有关的性状,以及不同蔬菜作物所代表的生殖策略和生物学特征的多样性。成功的蔬菜育种家能够有效地开发出质量和产量更高的新品种,同时不断适应不断变化的市场需求和种植方法,通过对遗传的理解与创造力和基于直觉的决策相补充。就像遗传学和统计学的早期进展一样,我们认为GS可以成为育种者常规选择策略的额外组成部分,最终成为蔬菜育种“艺术”的另一个元素。
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引用次数: 0
Assessment of genetic diversity of six Nigerian states’ African yam bean (Sphenostylis stenocarpa (Hochst ex. A. Rich) Harms) landraces using agronomic traits and DArTseq-SNP markers 利用农艺性状和DArTseq‐SNP标记评估尼日利亚6个州非洲山药豆(Sphenostylis stenocarpa (Hochst ex. A. Rich) Harms)地方品种的遗传多样性
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-18 DOI: 10.1002/csc2.70218
J. U. Ihenacho, I. A. Kehinde, Rajneesh Paliwal, M. T. Abberton, E. I. Ayo-John, P. O. Bankole, T. T. Adegboyega, U. O. Ekanem, O. A. Oyatomi

African yam bean (AYB), or sphenostylis stenocarpa (Hochst. Ex. A. Rich) Harms, is a leguminous crop with potential to enhance food security and agricultural sustainability. A total of one hundred Africa yam bean accessions from six Nigeria states were planted for agronomic evaluation. Out of 100 samples, ninety-four accessions were genotyped using DArTseq approach and generated 2527 high-quality single-nucleotide polymorphism (SNP) polymorphic markers. The QC-filtered markers had a call rate ≥0.80, marker reproducibility ≥0.95, minor allele frequency ≤0.01, and missing data ≤20%. The expected heterozygosity varied from 0.007 to 0.201 while the observed heterozygosity varied from 0.015 to 0.121. The overall inbreeding coefficient (FIS) was 0.623. The results revealed diversity within the AYB accessions for both the agronomic trait and SNP markers. Analysis of variance revealed significant variations (p ≤ 0.05) in traits such as total seed weight, days to first flower, and pod length (PODL), suggesting genetic diversity within the population. Tropical Sphenostylis stenocarpa (TSs) accessions TSs-513, TSs-560, TSs-526, TSs-571, TSs-581, TSs-601, TSs-602, and TSs-582 exhibited excellent performance for some traits such as number of seeds per pod, PODL, and days to first flowering. Neighbor-joining cluster analysis grouped the AYB population into four main clusters, where majority of Abia, Enugu, and Cross River states AYB accessions were grouped together with their origin. Population structure analysis results were consistent with the cluster analysis. The comprehensive view of genetic diversity and population structure analysis, highlights both genetic distinctness between geographical origin and relationship among accessions. The results of genetic diversity and population structure analysis confirmed that there is substantial genetic variation among the AYB accessions. These results provide valuable insights for AYB breeding in sub-Saharan Africa, enabling the selection of diverse parental lines, maintaining genetic variability, and enhancing adaptability. Understanding genetic structure enables efficient germplasm conservation and the development of improved, resilient breeding populations.

非洲山药豆(AYB),或山药豆(Hochst。哈姆斯(a . Rich)是一种豆科作物,具有增强粮食安全和农业可持续性的潜力。共种植了来自尼日利亚6个州的100个非洲山药豆进行农艺评价。在100个样本中,94个样本使用DArTseq方法进行基因分型,并生成2527个高质量的单核苷酸多态性(SNP)多态性标记。经QC筛选的标记呼唤率≥0.80,标记重现性≥0.95,次要等位基因频率≤0.01,缺失数据≤20%。期望杂合度在0.007 ~ 0.201之间,观察杂合度在0.015 ~ 0.121之间。总体近交系系数(FIS)为0.623。结果显示,在AYB材料中,农艺性状和SNP标记具有多样性。方差分析显示,总种子重、首花天数、荚长(PODL)等性状差异显著(p≤0.05),说明群体内存在遗传多样性。热带窄叶菊(TSs)材料TSs‐513、TSs‐560、TSs‐526、TSs‐571、TSs‐581、TSs‐601、TSs‐602和TSs‐582在单荚种子数、PODL和开花期等性状上表现优异。邻近加入聚类分析将AYB种群划分为四个主要聚类,其中大多数Abia, Enugu和Cross River州的AYB种群与它们的起源聚集在一起。种群结构分析结果与聚类分析结果一致。综合遗传多样性和群体结构分析的观点,既强调了地理来源之间的遗传差异,又强调了种质间的遗传关系。遗传多样性和群体结构分析结果表明,各品种间存在较大的遗传变异。这些结果为撒哈拉以南非洲的AYB育种提供了有价值的见解,可以选择不同的亲本系,保持遗传变异性,增强适应性。了解遗传结构有助于有效的种质资源保护和发展改良的、有弹性的育种群体。
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引用次数: 0
Enhancing spring wheat growth simulation and yield estimation in arid regions: A SWAP–IES optimization approach 基于SWAP-IES优化方法的干旱区春小麦生长模拟与产量估算
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-13 DOI: 10.1002/csc2.70217
Jianxin Jin, Yimin Ding, Boyan Sun, Saiju Li, Zheng Guo, Lei Zhu

Accurate simulation of the crop growth process was the foundation for the development of smart agriculture. However, the uncertainty of crop growth models limits their practical application. This study integrates the Soil Water Atmosphere Plant (SWAP) model with the Iterative Ensemble Smoother (IES) algorithm to develop the SWAP–IES optimization approach and explores various uncertainty factors of the system, including the ensemble size, observational errors setting, combination of observation variables and their corresponding observation stages, and uncertain parameters selection. The results suggested that, under water stress conditions, an ensemble size of 50 was recommended. It was advisable to choose leaf area index (LAI) and soil moisture content (SW) as observation variables, focusing on monitoring data from the flowering to the milk stage. The suitable observational error settings for LAI and SW were 0.3–0.5 m2 m2 and 0.03–0.05 cm3 cm3, respectively. For uncertain parameters, it was recommended to select the five crop parameters (RGRLAI, SPAN, CVO, EFF, and CVL) and three soil parameters (θs, Ks, and n) for simulation. The SWAP-IES, validated with 2020 and 2021 spring wheat (Triticum aestivum L.) experiments, demonstrated high accuracy in simulating yields, with root mean square error values of 0.56 and 0.61 t ha−1, respectively. The SWAP–IES optimization approach could significantly reduce the uncertainty in the simulation process and improve simulation accuracy by optimizing the system settings strategy.

准确模拟作物生长过程是发展智慧农业的基础。然而,作物生长模型的不确定性限制了其实际应用。本研究将土壤水大气植物(SWAP)模型与迭代Ensemble smooth (IES)算法相结合,提出SWAP - IES优化方法,探讨系统的各种不确定因素,包括集合大小、观测误差设置、观测变量及其对应观测阶段的组合、不确定参数的选择等。结果表明,在水分胁迫条件下,群落大小宜为50。以叶面积指数(LAI)和土壤含水量(SW)为观测变量,重点监测花期至乳汁期的监测数据。LAI和SW适宜的观测误差设置分别为0.3 ~ 0.5 cm 2 m−2和0.03 ~ 0.05 cm 3 cm−3。对于不确定参数,建议选择5个作物参数(RGRLAI、SPAN、CVO、EFF、CVL)和3个土壤参数(θ s、K s、n)进行模拟。在2020年和2021年春小麦(Triticum aestivum L.)试验中验证的SWAP‐IES在模拟产量方面表现出很高的准确性,均方根误差分别为0.56和0.61 t ha - 1。SWAP-IES优化方法可以通过优化系统设置策略,显著降低仿真过程中的不确定性,提高仿真精度。
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引用次数: 0
Comparison of various fertilizer recommendations for forage crops in the Western United States 美国西部饲料作物各种肥料推荐用量的比较
IF 1.9 3区 农林科学 Q2 AGRONOMY Pub Date : 2026-01-12 DOI: 10.1002/csc2.70223
Megan Baker, Matt Yost, J. Earl Creech, Grant Cardon, Jody Gale, Steven Price, Michael Pace, Reagan Wytsalucy, Cody Zesiger, Mark Nelson, Randall Violett

Farmers often use private and public labs, crop advisors, or fertilizer dealers to determine fertilizer needs for crops, with recommendations and resulting costs from these sources having the potential to vary greatly. Twelve on-farm trials across the state of Utah in alfalfa (Medicago sativa), small grain forage, and silage corn (Zea mays) were established in 2021 to compare fertilizer recommendations from five labs and a nonfertilized control, two public labs (Utah State University and University of Idaho), and three commercial labs in the Western United States, with some sites being replicated in 2022–2023. A baseline soil sample from each field was split and sent to multiple labs for analysis and corresponding nutrient rates recommended by each lab applied at each site. Fertilizer recommendations from the five laboratories varied greatly, both for types of nutrients and rates recommended, with differences between highest and lowest treatment costs ranging from $528 to $2024 ha−1 across sites. Crop yield and forage quality data were collected from sites from 2021 to 2023, with fertilizer treatments having little to no impact at four silage corn or five alfalfa sites. Yield was increased by at least one private and university lab at all three small grain forage sites and crude protein content was increased at sites with multiple years of data. Fertilizer treatments occasionally improved forage yield and quality but not crop market value. The results of this study demonstrate that growers should be aware when selecting fertilizer recommendations, and opportunities exist for better public-private coordination of science-based recommendations.

农民经常使用私人和公共实验室、作物顾问或肥料经销商来确定作物的肥料需求,这些来源的建议和由此产生的成本可能会有很大差异。2021年,在犹他州建立了苜蓿(Medicago sativa)、小谷物饲料和青贮玉米(Zea mays)的12个农场试验,以比较来自五个实验室和一个未施肥对照、两个公共实验室(犹他州立大学和爱达荷大学)和美国西部三个商业实验室的肥料建议,其中一些地点将在2022-2023年复制。每个场地的基线土壤样本被分离并送到多个实验室进行分析,并根据每个实验室在每个地点应用的相应营养水平进行推荐。五个实验室提出的肥料建议在养分类型和推荐用量方面差异很大,不同地点的最高和最低处理成本差异从528美元到2024美元不等。从2021年到2023年收集了作物产量和饲料质量数据,在4个青贮玉米和5个苜蓿基地,肥料处理几乎没有影响。在所有三个小粒饲料站点,至少有一个私人和大学实验室提高了产量,在有多年数据的站点,粗蛋白质含量提高了。化肥处理偶尔能提高饲料产量和品质,但不能提高作物的市场价值。本研究的结果表明,种植者在选择肥料建议时应该意识到这一点,并且存在更好的公私协调科学建议的机会。
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Crop Science
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