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Impacts of long-fallow wheat stubble management on soil water, microclimate, and wheat yield in a Mediterranean climate 地中海气候下长休耕小麦残茬管理对土壤水分、小气候和小麦产量的影响
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-25 DOI: 10.1002/agg2.70214
Nicole Durfee, Stewart Wuest, John Williams, David Robertson

Inadequate soil water for timely crop establishment in dryland agricultural production systems of the inland Pacific Northwest is a key limiting factor in crop production. It is important to identify management practices that reduce soil water evaporation in the long fallow season prior to seeding wheat (Triticum aestivum L.) in the fall. In a 2-year study, we assessed the impacts of four residue management approaches (conventional stubble height, high stubble left standing, high stubble mowed in spring, and residue removed) in conjunction with two row orientations (north-south vs. east-west) at low and intermediate precipitation dryland agriculture sites. Soil cores to a 120-cm depth were collected at the beginning and end of each fallow season. Near-surface microclimate data (relative humidity, air temperature, soil temperature, and windspeed) were collected. Taller stubble had significantly lower windspeed compared to short residue heights. Higher soil temperatures were observed where residue was removed, but higher air temperatures were observed in high stubble. Differences in snow capture were noted during one snowfall event with high winds. Row orientation demonstrated little impact on any of the parameters. No statistically significant (p < 0.05) differences were found between treatments in wheat yield, fallow soil water storage, or reference evapotranspiration. The results of this study suggest that while residue management can have effects on microclimate, it did not lead to differences in soil water storage or wheat yield in a climate where little precipitation is received for the last 3 months of the fallow season.

在西北太平洋内陆旱地农业生产系统中,土壤水分不足是作物生产的关键限制因素。确定在秋季播种小麦(Triticum aestivum L.)之前的长休耕季节减少土壤水分蒸发的管理措施是很重要的。在一项为期2年的研究中,我们评估了四种秸秆管理方法(传统留茬高度、高留茬、高留茬春季刈割和残茬去除)与两种排向(南北vs东西)在低降水和中降水旱地农业站点的影响。在每个休耕季节开始和结束时收集深度为120 cm的土芯。收集了近地表小气候数据(相对湿度、气温、土壤温度和风速)。残茬高的植株风速显著低于残茬高的植株。除残处土壤温度较高,但高茬处空气温度较高。在一次大风降雪事件中,雪捕获的差异被注意到。行方向对任何参数的影响都很小。在小麦产量、休耕土壤储水量或参考蒸散量方面,处理间无统计学差异(p < 0.05)。本研究结果表明,在休耕季最后3个月降水量少的气候下,秸秆管理对小气候有影响,但不会导致土壤储水量和小麦产量的差异。
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引用次数: 0
Onto greener pastures with rotational grazing of cover crops: Lessons learned from four on-farm case studies 轮牧覆盖作物的绿色牧场:从四个农场案例研究中获得的经验教训
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-25 DOI: 10.1002/agg2.70212
Haleigh N. Summers, Carly Huggins, Roger Bindl, Ron Bula, Ron Schoepp, Darren Yanke, Randall D. Jackson, Heidi M. Peterson

Cover crops are touted for improving soil health, reducing nutrient losses to ground and surface waters, and providing soil protection between cash-crop growing seasons. While they may improve cash crop yield stability and resilience in the long term, cover crops incur seed, planting, termination, and labor costs to farmers while providing little to no short-term revenue. Short growing seasons and harsh winters in many regions make cover crop establishment difficult, resulting in persistent questions about their conservation efficacy and economic feasibility. Row crop farmers with livestock may graze cover crops to defray feed costs, but this increases the importance of cover crop establishment and biomass accumulation. We worked with four farmers in south-central Wisconsin to assess short-term ecological and economic dimensions of rotational grazing of cover crops and to demonstrate “real world” risks in Wisconsin row crop systems. Rotational grazing of cover crops in row crop operations did not appear to impact sensitive soil health indicators, but it did positively affect each farmer's bottom line in the project's first year. In the project's second year, cover crops did not establish well, and only one farmer had a positive economic benefit from grazing cover crops. Nonetheless, all four farmers are determined to plant and graze cover crops in future years. They reported not being discouraged by the “failures” but instead excited for the opportunity.

覆盖作物被吹捧可以改善土壤健康,减少地下水和地表水的养分流失,并在经济作物生长季节之间提供土壤保护。虽然从长期来看,覆盖作物可能会提高经济作物产量的稳定性和抗逆性,但覆盖作物会给农民带来种子、种植、终止和劳动力成本,而且短期内几乎没有收入。在许多地区,由于生长季节短和冬季严酷,覆盖作物难以建立,导致对其保护效果和经济可行性的持续质疑。有牲畜的行耕农民可能会放牧覆盖作物以支付饲料成本,但这增加了覆盖作物建立和生物量积累的重要性。我们与威斯康星州中南部的四位农民合作,评估覆盖作物轮牧的短期生态和经济层面,并展示威斯康星州行播作物系统的“现实世界”风险。在行作作业中轮牧覆盖作物似乎没有影响敏感的土壤健康指标,但它确实在项目第一年对每个农民的底线产生了积极影响。在项目的第二年,覆盖作物没有很好地建立起来,只有一个农民从放牧覆盖作物中获得了积极的经济效益。尽管如此,这四位农民都决心在未来几年种植和放牧覆盖作物。他们并没有因为“失败”而气馁,反而对这个机会感到兴奋。
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引用次数: 0
Can black soldier fly (Hermetia illucens) larvae affect germination of Palmer amaranth (Amaranthus palmeri) seeds in dairy manure? 黑兵蝇(Hermetia illucens)幼虫会影响牛粪中苋菜(Amaranthus palmeri)种子的萌发吗?
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-18 DOI: 10.1002/agg2.70210
Eric Y. Yu, Navjot Singh, Melissa L. Wilson, Chelsea D. Miranda, Casey A. Flint, Jeffery K. Tomberlin, Roger L. Becker, Debalin Sarangi

Palmer amaranth (Amaranthus palmeri S. Watson) is classified as a noxious weed in Minnesota, necessitating its eradication within the state. Manure from livestock fed contaminated feed was identified as a major pathway for the introduction of Palmer amaranth in Minnesota. Black soldier fly larvae (Hermetia illucens L.) (BSFL) are known to feed on organic materials and have been extensively studied for improving manure management. However, little is known about their effect on the fate of weed seeds. Laboratory experiments assessed the effect of BSFL on the fate of Palmer amaranth seeds in dairy manure over a 10-day incubation period. The addition of BSFL during incubation reduced manure weight by 42% compared to a nontreated control. The presence of Palmer amaranth seeds in dairy manure did not impact the biomass accumulation of BSFL during incubation. Palmer amaranth seed recovery from dairy manure was 67%, with no additional reduction observed in the presence of BSFL. Germination of recovered Palmer amaranth seeds dropped to 22% in manure treatments, compared to 64% in a non-manure control seed lot, with no further reduction noted with the addition of BSFL. Overall, mixing Palmer amaranth seeds in manure reduced their emergence to 14%, which could be attributed to the reduction in both seed recovery and germination. However, the addition of BSFL to manure did not affect the number of seeds recovered or their germination.

紫红花(Amaranthus palmeri S. Watson)在明尼苏达州被归类为有毒杂草,必须在该州根除。被污染饲料喂养的牲畜粪便被确定为在明尼苏达州引入苋菜的主要途径。黑兵蝇幼虫(黑兵蝇)(BSFL)以有机物质为食,已被广泛研究用于改善粪便管理。然而,人们对它们对杂草种子命运的影响知之甚少。实验室实验评估了BSFL在10天的孵育期内对苋菜种子在奶牛粪便中命运的影响。与未处理的对照相比,在孵育期间添加BSFL使粪便重量减少了42%。奶牛粪便中苋菜种子的存在不影响BSFL在孵育期间的生物量积累。牛粪中苋菜种子的回收率为67%,在BSFL的存在下没有观察到额外的减少。施用有机肥处理后,恢复的苋菜种子发芽率降至22%,而不施用有机肥的对照种子发芽率为64%,添加BSFL后没有进一步降低。总的来说,在粪便中混合帕尔玛苋菜种子使其出苗率降低了14%,这可能是由于种子恢复和发芽都减少了。然而,在粪肥中添加BSFL对种子的回收数量和发芽没有影响。
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引用次数: 0
Native symbiotic rhizobia strains improve yield and nitrogen fixation in underutilized Bambara groundnut (Vigna subterranean L. Verdc.) 本地共生根瘤菌菌株提高未充分利用的Bambara花生(Vigna subterrean L. Verdc.)产量和固氮。
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-18 DOI: 10.1002/agg2.70211
O. O. Ajayi, H. Haro, M. Dianda, O. E. Fagade

Bambara groundnut (BG) (Vigna subterranean L. verdc) is a highly nutritious and economically important leguminous crop of African origin that forms symbiotic relationships with nitrogen-fixing rhizobia, but it has a low yield. Currently, there is a paucity of information on effective rhizobium inoculant (to improve the yield) for BG, which are cheaper and safer alternatives to chemical fertilizers. Indigenous rhizobia strains were trapped from 54 farm soils collected at three Nigerian states (Niger, Kaduna, and Kano). Six selected rhizobium strains (Bradyrhizobium spp.) were identified using 16S rDNA sequencing, applied as an inoculant in a field experiment using a completely randomized block design, and compared with USDA110 strain (Bradyrhizobium japonicum), urea fertilizer, and uninoculated plants on two selected BG varieties (TVSU1248 and TVSU 631). Nutrient utilization and nitrogen fixation in plants were determined at 6 weeks, while leaf chlorophyll was determined fortnightly. Seed yield was determined at maturity. The strains increased the %nitrogen (1.33 ± 0.10–≥1.37 ± 0.05), %phosphorous (0.48 ± 0.02–≥0.51 ± 0.02), %nitrogen fixed (21.07 ± 2.38–≥61.30 ± 6.13), nodulation (72.50 ± 21.075–154.00 ± 23.79), and leaf chlorophyll, which was ≥49.74 ± 1.47 mg/L, ≥51.82 ± 1.86 mg/L, and ≥49.65 ± 1.56 mg/L at second, fourth, and sixth weeks after planting, respectively, and the yield of BG (from an average of 398.6 to 1454.725 kg/ha). Seed yield was highest (1869.85 ± 273.68 kg/ha) in BG variety TVSU1248 using BN5 strain. Indigenous Bambara-symbiotic strains significantly increased the seed yields and plant nutrients, showing their potential use as an inoculant to improve the yield of BG.

班巴拉花生(Bambara groundnut, BG) (Vigna subterrean L. verdc)是非洲原产的一种高营养和经济价值的豆科作物,与固氮根瘤菌形成共生关系,但产量低。目前,关于有效的根瘤菌接种剂(以提高BG产量)的信息缺乏,这是化学肥料更便宜和更安全的替代品。从尼日利亚三个州(尼日尔、卡杜纳和卡诺)收集的54个农场土壤中捕获了本地根瘤菌菌株。采用16S rDNA测序技术鉴定出6株慢生根瘤菌,采用完全随机区组设计进行田间试验,并与USDA110菌株(日本慢生根瘤菌)、尿素肥料和未接种植株在2个BG品种(TVSU1248和TVSU 631)上进行比较。每6周测定植株的养分利用和固氮,每两周测定叶片叶绿素。在成熟时测定种子产量。在种植后第2、4、6周,氮含量(1.33±0.10 ~≥1.37±0.05)、磷含量(0.48±0.02 ~≥0.51±0.02)、固氮含量(21.07±2.38 ~≥61.30±6.13)、结瘤率(72.50±21.075 ~ 154.00±23.79)和叶片叶绿素含量(分别为≥49.74±1.47 mg/L、≥51.82±1.86 mg/L和≥49.65±1.56 mg/L)和BG产量(从平均398.6 ~ 1454.725 kg/ha)增加。BG品种TVSU1248的种子产量最高,为1869.85±273.68 kg/ hm2。本地班巴拉共生菌株显著提高了种子产量和植物养分,显示了它们作为接种剂提高BG产量的潜在用途。
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引用次数: 0
Dynamics of soil organic carbon, nitrogen, phosphorus, and aggregates stability under different grassland management types in the central Rift Valley, Ethiopia 埃塞俄比亚中部大裂谷不同草地管理方式下土壤有机碳、氮、磷和团聚体稳定性动态
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-15 DOI: 10.1002/agg2.70195
Wakshuma Y. Mergo, Gianni Bellocchi

Grassland management significantly influences soil organic carbon (SOC) and nutrient fluxes. This study investigated the effects of five distinct grassland management types on SOC, nitrogen (N), and phosphorus (P) in Ethiopia's Central Rift Valley. We collected soil samples from random grazing natural grasslands (random grazed); periodically mowed and grazed natural grasslands (mowed-grazed); cultivated, fertilized, and mowed grasslands (cultivated-mowed); periodically mowed area closure natural grasslands (mowed-closed); and protected native forest grasslands (protected forest). We analyzed SOC, labile and stable C fractions, total N, total P, and soil aggregate indices using standard methods, also calculating the C management index and stability ratio. Our findings reveal significant variations (p < 0.01) in SOC fractions across management types. Protected forest grasslands exhibited the highest labile C (1.41%), while random grazed grasslands showed the lowest (0.39%). For stable C, mowed-closed grasslands had the highest (0.92%) and random grazed the lowest (0.23%). Total N ranged from 1.18% in protected forest and cultivated-mowed to 0.04% in random grazed, with total P highest in cultivated-mowed soils. SOC, total N, and total P levels also varied significantly (p < 0.05) with soil depth. The highest total SOC was observed in protected forest, followed by mowed-closed, cultivated-mowed, mowed-grazed, and random grazed. Overall, grassland management practices that minimize soil disturbance, such as protected forest and mowed-closed, proved most effective in enhancing SOC storage and total N content. This study underscores the critical importance of implementing sustainable grassland management to maximize C sequestration in the region.

草地管理显著影响土壤有机碳(SOC)和养分通量。研究了埃塞俄比亚中部裂谷5种不同草地管理方式对土壤有机碳、氮、磷的影响。我们收集了随机放牧的天然草地(随机放牧)的土壤样本;定期修剪和放牧天然草地(修剪-放牧);开垦、施肥和修剪的草地(开垦-修剪);定期刈割区封闭天然草原(刈后封闭);并保护原生林草原(防护林)。采用标准方法分析了土壤有机碳、稳定和不稳定C组分、全氮、全磷和土壤团聚体指数,并计算了土壤碳管理指数和稳定比。我们的研究结果显示,不同管理类型的SOC分数存在显著差异(p < 0.01)。森林保护草地的不稳定C最高(1.41%),随机放牧草地的不稳定C最低(0.39%)。对于稳定C,刈封育草地最高(0.92%),随机放牧最低(0.23%)。全氮含量变化范围为保护林和刈耕土壤的1.18% ~随机放牧土壤的0.04%,其中刈耕土壤全磷含量最高。土壤有机碳、全氮和全磷水平也随土壤深度的变化而显著变化(P < 0.05)。土壤有机碳总量以防护林最高,其次为刈封育、栽培刈割、刈放牧和随机放牧。总体而言,减少土壤干扰的草地管理措施,如防护林和刈封,在提高有机碳储量和全氮含量方面最有效。该研究强调了实施可持续草原管理以最大限度地提高该地区碳固存的重要性。
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引用次数: 0
Yield and water use of grain legumes intercropped with spring canola in Eastern Washington 华盛顿东部谷粒豆科作物与春季油菜籽间作的产量和水分利用
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-11 DOI: 10.1002/agg2.70167
Garett C. Heineck, Katherine L. Smith, Haly L. Neely, Joaquin Casanova, Diana Salguero, Francisco Gonzalez-Tapia, Sarah R. Peery, Lynne A. Carpenter-Boggs, John P. Reganold, David R. Huggins

Farmers in the Palouse watershed of Eastern Washington primarily focus on growing wheat but will often rotate with grain legumes and canola. This rotation is profitable and can reduce costs and boost wheat yields. Both legumes and canola have concerning agronomic attributes, such as poor weed competitiveness and the need for additional nitrogen inputs. Intercropping a legume with canola is an attractive option for decreasing inputs and boosting yields. This study reports a 3-year trial in which canola, peas, and chickpeas were grown solely and intercropped (chickpeas/canola and peas/canola). Each treatment was followed by winter wheat. Land equivalency ratios showed moderate overyielding for chickpea/canola (1.15, p = 0.02) and pea/canola (1.14, p = 0.06) intercrops. Canola was the dominant contributor to yield when grown with chickpeas, and peas were more predominant than canola. Analysis of yield components showed that chickpeas grew taller and had fewer branches in the intercrop, suggesting higher plant populations of this species could increase yields due to their smaller size in intercropped conditions. Soil water loss from each treatment was measured at a shallow (0–70 cm) and a deep (70–130 cm) soil depth. Measurements of soil water consumption revealed that sole-cropped peas used the least water, and water consumption ended earlier than other crop treatments. Chickpeas used the most water at a shallow soil depth. Chickpea and canola intercrops depleted more water at the deep soil depth. Intercropping canola with a grain legume increased soil water consumption deeper in the profile compared to the legume alone. Winter wheat yields were unaffected, and grain quality was relatively unchanged by the previous intercrop or sole crop.

华盛顿州东部帕卢斯流域的农民主要种植小麦,但经常轮种豆类和油菜籽。这种轮作是有利可图的,可以降低成本,提高小麦产量。豆科植物和油菜籽都具有相关的农艺特性,例如杂草竞争力差和需要额外的氮投入。豆科作物与油菜籽间作是减少投入和提高产量的一个有吸引力的选择。这项研究报告了一项为期3年的试验,在试验中,油菜、豌豆和鹰嘴豆被单独种植,间作(鹰嘴豆/油菜和豌豆/油菜)。每个处理之后都是冬小麦。鹰嘴豆/油菜籽间作的土地等效比为1.15 (p = 0.02)和1.14 (p = 0.06)。当与鹰嘴豆一起种植时,油菜籽是产量的主要贡献者,而豌豆的优势大于油菜籽。产量组成分析表明,间作条件下鹰嘴豆生长较高,枝干较少,表明间作条件下鹰嘴豆体积较小,较高的种群数量可以提高产量。在浅土层(0-70 cm)和深土层(70-130 cm)测量各处理的土壤失水。土壤耗水测量结果显示,单茬豌豆耗水最少,耗水结束时间比其他作物处理要早。鹰嘴豆在土壤深度较浅时用水量最大。鹰嘴豆和油菜籽间作在较深土层耗水较多。与单独种植豆科植物相比,油菜籽与豆科植物间作增加了更深层次的土壤水分消耗。冬小麦产量不受间作或单作影响,籽粒品质相对不变。
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引用次数: 0
Optimizing water-stressed mungbean for climate-smart sustainable intensification: Potassium's role in improving soil moisture, physio-biochemical traits, and yield sustainability 优化缺水绿豆的气候智能型可持续集约化:钾在改善土壤水分、生理生化性状和产量可持续性中的作用
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-10 DOI: 10.1002/agg2.70209
Mohammad Rafiqul Islam, Mohammad Ashraful Alam, Md Mashiur Rahman, Mohammad Shahin-Uz-Zaman, Md. Shahin Iqbal, Ayman El-Sabagh, Hassan Nuur Issman, Md Ariful Islam, Naznin Sultana, Mohammad Sohidul Islam

Agronomic management offers a practical approach for cultivating mungbean (Vigna radiata L. Wilczek) under water-stressed dry conditions. This study investigated the effects of water stress (WS) on mungbean yield productivity, plant water relations, and physicochemical changes in response to different potassium (K) application rates. Two genotypes—drought-resistant BMX-08010-2 (G1) and sensitive cultivar BARI Mung-1 (G2)—were employed alongside seven levels of potassium fertilization treatments, namely, well-watered + recommended K fertilization (RKF) in the form of muriate of potash (KL1), WS + RKF (KL2), WS + 25% additional K with RKF (KL3), WS + 50% additional K with RKF (KL4), WS + 75% additional K with RKF (KL5), WS + 100% additional K with RKF (KL6), and WS + 125% additional K with RKF (KL7). All treatments were conducted under a rain-out shelter using a split-plot design with three replications. The results revealed that various physicochemical and agronomic traits were affected under WS, including water use efficiency (WUE), chlorophyll content, relative water content, xylem exudation rate, membrane stability index, proline, and soluble conditions, particularly temperature depression, biological yield, harvest index, and seed yield productivity. However, the application of additional K (KL3–KL7) improved the performance of all these traits under WS conditions, with the most notable improvement observed at the highest application level (KL7). Specifically, the KL7 treatment increased WUE to 8.14 kg ha−1 mm−1 and grain yield to 1093 kg ha−1, whereas the KL2 treatment, without additional K, recorded the lowest WUE (4.73 kg ha−1 mm−1) and grain yield of 825 kg ha−1. Compared to lower K applications under WS, the KL7 treatment resulted in a 32.52% increase in grain production, with overall yields ranging from 1410 kg ha−1 using 281 mm water (KL1) to 825 kg ha−1 using 175 mm water (KL2). These findings support the role of K supplementation in mitigating the adverse effects of WS and offer a promising strategy for using this approach as a model for enhancing WUE and crop resilience in achieving sustainable water development under climate-smart agricultural practices.

农艺管理为干旱缺水条件下绿豆的栽培提供了一种实用的方法。研究了不同施钾量下水分胁迫对绿豆产量、植株水分关系及理化变化的影响。两个genotypes-drought-resistant bmx - 08010 - 2 (G1)和敏感品种巴里Mung-1 (G2)则采用与七钾受精治疗的水平,也就是说,雨水丰沛的K +推荐施肥(RKF)形式的氯化钾(KL1) WS + RKF (KL2) WS + 25%额外的K RKF (KL3) WS + 50%额外的K RKF (KL4) WS + 75%额外的K RKF (KL5) WS + 100%额外的K RKF (KL6)和WS + 125%额外K RKF (KL7)。所有处理均在避雨棚下进行,采用三次重复的分块设计。结果表明,低温胁迫影响了小麦的理化农艺性状,包括水分利用效率、叶绿素含量、相对含水量、木质部渗出速率、膜稳定性指数、脯氨酸和可溶性条件,特别是温度抑制、生物产量、收获指数和种子产量。然而,在WS条件下,额外施K (KL3-KL7)提高了所有这些性状的性能,其中最高施K量(KL7)的改善最为显著。具体而言,KL7处理的水分利用效率为8.14 kg ha - 1 mm - 1,籽粒产量为1093 kg ha - 1,而KL2处理的水分利用效率最低,为4.73 kg ha - 1 mm - 1,籽粒产量为825 kg ha - 1。与低钾处理相比,KL7处理的籽粒产量增加了32.52%,总产量从281 mm水(KL1)的1410 kg ha - 1到175 mm水(KL2)的825 kg ha - 1不等。这些发现支持了钾补充在减轻WS不利影响方面的作用,并提供了一个有希望的策略,将该方法作为提高WUE和作物恢复力的模型,以实现气候智能型农业实践下的可持续水资源开发。
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引用次数: 0
Assessment of agronomic parameters of some soybean varieties grown on acidic soil, their total nitrogen content during nodulation, and after pod formation 酸性土壤上几种大豆品种的农艺参数及结瘤期和结荚后全氮含量的评价
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-10 DOI: 10.1002/agg2.70208
Linda Manet, Onana Boyomo, Eddy Léonard M. Ngonkeu, Hippolyte Tene Mouafo, Victorine Tomo O. Lombeko, Gabriel Nama Medoua, Aimé Didier B. Begoudé

This study, conducted at Nkolbisson in the Centre region of Cameroon, aimed to identify soybean [Glycine max (L.) Merr.] varieties released by the Pan-African Soybean Variety Trials (PAT) in 2016 that are adapted to the acidic soil conditions (pH 4.10). A completely randomized block design with three replications was used for experimentation. Fertilizer was not applied to allow each variety to develop its potential under acidic conditions. Quantitative parameters, including plant height, crown diameter, fresh and dry weights of aboveground parts and roots, and total plant dry matter, were measured. The total nitrogen content of the plant during nodulation and after pod formation, as well as the production yields, was also assessed. Results showed that six varieties had plant heights greater than 67 cm (Pan 237, TGX 2010 3F, Pan 3, Maksoy 2N, Songda, and TGX 2001 12F), with the highest height recorded with TGX 2001 12F (85.66 ± 5.68 cm). The highest fresh weights of the aerial parts, ranging from 13.36 ± 3.97 to 44.26 ± 13.95 g, were observed in 19 soybean varieties. Fifteen soybean varieties showed the highest dry matter (95.04%–95.60%). The soybean varieties with the highest total nitrogen content at nodulation and after pod formation were Sentinel (6.00%) and TGX 2011-3F (4.88%), respectively. Nine varieties achieved yields above 2 t/ha, with TGX 2010 3F scoring the highest yield (2.76 t/ha). This study demonstrated the potential of some varieties of soybeans to thrive in acidic soils, offering a viable alternative for cultivation in areas with edaphic constraints. For that, further studies should be conducted on both the nutritional performance and the symbiotic interactions of these soybean varieties under acidic soil conditions.

本研究在喀麦隆中部地区的Nkolbisson进行,旨在鉴定大豆[甘氨酸max (L.)]稳定。2016年泛非大豆品种试验(PAT)发布的适应酸性土壤条件(pH值4.10)的品种。试验采用完全随机区组设计,3个重复。施用化肥不是为了让每个品种在酸性条件下发挥其潜力。测定了植物株高、冠径、地上部分和根系的鲜重和干重、植株总干物质等定量参数。测定了结瘤期和结荚后植株的总氮含量以及产量。结果表明,6个品种(潘237、TGX 2010 3F、潘3、Maksoy 2N、松达和TGX 2001 12F)株高均大于67 cm,其中TGX 2001 12F株高最高(85.66±5.68 cm)。19个大豆品种的地上部分鲜重最高,为13.36±3.97 ~ 44.26±13.95 g。15个大豆品种干物质含量最高(95.04% ~ 95.60%)。结瘤期和结荚后全氮含量最高的品种分别为哨兵(6.00%)和TGX 2011-3F(4.88%)。9个品种产量超过2吨/公顷,其中TGX 2010 3F产量最高(2.76吨/公顷)。这项研究证明了一些品种的大豆在酸性土壤中茁壮成长的潜力,为土壤限制地区的种植提供了可行的替代方案。因此,需要进一步研究这些大豆品种在酸性土壤条件下的营养性能和共生相互作用。
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引用次数: 0
Image processing and machine learning identify high-yield branching phenotypes in soybean 图像处理和机器学习识别大豆高产分枝表型
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-01 DOI: 10.1002/agg2.70206
Anne Alerding, Christopher Kushner, Kristen Hoffman, Sarah Davis, Rachael Dickenson, Angela Mullins, Aryeh Weiss

A challenge for precisin agriculture is developing automated computer methods to accurately estimate fruit and seed yield in the standing crop. Soybean (Glycine max (L.) Merr.) pods are hard to distinguish from stems, which causes inaccurate predictions of yield from images of mature shoots. We developed image analysis tools to estimate morphological traits in the vertical canopy profile that are associated with high seed yield in soybeans. Using common image processing methods involving thresholding and particle analysis, higher circularity of the shoot convex hull vertical profile was found to correlate with high seed yield (number and grams per plant) in both an indeterminate cultivar (P49T80R) and in a determinate cultivar (Glenn). These soybean cultivars achieved high yields using different growth and production strategies. Glenn had a smaller shoot but exhibited a high pod density phenotype throughout its canopy (PT1, where PT stands for phenotype), while P49T80R achieved high yield through a combination of increased height and greater branching width, which compensated for lower pod density in its branches (PT2). We trained a deep machine learning model to automate shoot phenotyping using nearly 400 images of soybean shoots. The resulting model distinguished between PT1 and PT2 shoot images with 80% overall accuracy. The highest prediction accuracy in the model, 95%, was attained for shoots exhibiting the PT2 phenotype. Our work illustrates real-world application of image analysis technologies to identify high-yield trait analysis in field-grown soybeans and emphasizes the importance of including pod density positioning in machine learning training models.

精确农业面临的一个挑战是开发自动化的计算机方法,以准确估计直立作物的果实和种子产量。大豆(甘氨酸max (l))豆荚和茎很难区分,这导致从成熟芽的图像中预测产量不准确。我们开发了图像分析工具来估计与大豆高种子产量相关的垂直冠层剖面的形态特征。使用常用的图像处理方法(包括阈值分割和颗粒分析),发现在不确定品种(P49T80R)和确定品种(Glenn)中,茎凸壳垂直轮廓的较高圆度与高种子产量(每株数量和克数)相关。这些大豆品种采用不同的生长和生产策略获得了高产。Glenn的茎部较小,但在整个冠层中表现出高荚果密度表型(PT1,其中PT代表表型),而P49T80R通过增加高度和增加分支宽度的组合获得高产,这弥补了其分支中较低的荚果密度(PT2)。我们训练了一个深度机器学习模型,使用近400张大豆芽的图像来自动进行芽表型分析。由此产生的模型区分PT1和PT2拍摄图像的总体精度为80%。对于PT2表型的芽,该模型的预测准确率最高,达到95%。我们的工作说明了图像分析技术在田间大豆高产性状分析中的实际应用,并强调了在机器学习训练模型中包括豆荚密度定位的重要性。
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引用次数: 0
Combining multiple stability and adaptation models to analyze genotype-by-environment interactions for selection of stable barley genotypes with high yield performance 结合多种稳定性和适应性模型,分析基因型与环境的相互作用,选择稳定高产的大麦基因型
IF 1.5 Q3 AGRONOMY Pub Date : 2025-09-01 DOI: 10.1002/agg2.70205
Alireza Pour-Aboughadareh, Shirali Koohkan, Ali Omrani, Akbar Marzooghian, Ahmad Gholipour, Hassan Zali, Masoome Kheirgoo, Kamal Shahbazi-Homonloo, Peter Poczai, Bita Jamshidi

Analyzing genotype-by-environment interaction (GEI) is crucial in multi-environment trials before introducing new barley varieties for cultivation under diverse regional conditions. This study evaluated novel barley genotypes across five Iranian locations during the 2022–2024 cropping seasons, assessing traits such as days to heading, maturity, grain-filling period, plant height, 1000-kernel weight, and grain yield. Combined analysis of variance revealed significant effects of genotype (G), environment (E), and GEI. Substantial phenotypic variation was observed across genotypes. The additive main effects and multiplicative interaction (AMMI) model partitioned GEI into six interaction principal component axes (IPCA). Based on IPCA1 scores and mean yield, genotypes G1, G2, G3, and G5 were identified as both high-yielding and stable. The AMMI-based stability metrics and best linear unbiased prediction (BLUP) identified genotypes G14 and G16 as the most stable, with broad adaptability across environments. These findings were reinforced by complementary metrics integrating AMMI and BLUP: weighted average of absolute scores and yield balance, and weighted average of absolute scores and yield scenarios. The genotype plus genotype-by-environment biplot analysis defined three mega-environments in Iran's barley-growing regions—Gonbad (north), Ahvaz, and Darab (south)—highlighting key targets for breeding efforts. Genotype G3 showed strong performance in the northern environment, while G4 was better adapted to southern conditions. Genotypes G14 and G16, due to their consistent performance across sites, are recommended for cultivation under variable or harsh climatic conditions. These insights support targeted selection and breeding of barley varieties adapted to Iran's diverse agroecological zones.

在大麦新品种引种前的多环境试验中,分析基因型-环境相互作用(GEI)至关重要。该研究评估了伊朗5个地区在2022-2024年种植季的新大麦基因型,评估了抽穗天数、成熟度、灌浆期、株高、千粒重和籽粒产量等性状。综合方差分析显示基因型(G)、环境(E)和GEI有显著影响。在不同的基因型中观察到大量的表型变异。加性主效应和乘性相互作用(AMMI)模型将GEI划分为6个相互作用主成分轴(IPCA)。根据IPCA1评分和平均产量,G1、G2、G3和G5基因型均为高产和稳定基因型。基于ammi的稳定性指标和最佳线性无偏预测(BLUP)鉴定出基因型G14和G16是最稳定的,具有广泛的环境适应性。这些发现通过整合AMMI和BLUP的补充指标得到了加强:绝对得分和产量平衡的加权平均,以及绝对得分和产量情景的加权平均。基因型和环境基因型双图分析确定了伊朗大麦种植区的三个巨型环境——贡巴德(北部)、阿瓦士和达拉布(南部)——突出了育种工作的关键目标。基因型G3在北方环境中表现较好,而基因型G4在南方环境中表现较好。基因型G14和G16由于其在不同地点的一致表现,建议在可变或恶劣的气候条件下种植。这些见解支持有针对性地选择和培育大麦品种,以适应伊朗多样化的农业生态区。
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引用次数: 0
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