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Exploration of barley (Hordeum vulgareL.) accessions for yield and yield components from diverse agro-ecological zones of Ethiopia 埃塞俄比亚不同农业生态区域的大麦(Hordeum vulgareL.)产量和产量组成成分选种探索
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-20 DOI: 10.1002/agg2.70005
Mesfin Hailemariam Habtegebriel, Tileye Feyissa, Tesfahun Alemu, Yemserach Melkie

Knowing the accession's qualitative and quantitative genetic variability is the prerequisite for the trait's improvement for any barley (Hordeum vulgare L.) improvement programs. This study aimed to investigate the agronomic and yield trait performance. The field experiment was conducted in Gumer for the years 2021/2022 and 2022/2023 using the augmented block design with the data of 319 barley genotypes, including nine check entries and using eight blocks in rain-fed conditions. A total of 23 both qualitative and quantitative traits were measured. The chi-square test analysis showed significant genotypic variation for all qualitative traits. The significant differences (p < 0.001) in all the quantitative traits except for plant height, spike length, and harvest index. There was sizeable quantitative variation among the genotypes indicating the need to exploit a high degree of genetic variation through selection. The first four principal component analyses accounted for 64.82% of the total variation and the cluster analysis discriminated the barley into four discrete clusters. The correlation coefficient indicated significant differences among the correlations of the 10 quantitative traits. Furthermore, G6, G214, and G255 for earliness and G182, G126, and G44 for grain yield. Both qualitative and quantitative traits made it possible to locate potential new sources of genetic variation. Certain barley was thought to be possible sources of various agronomic traits, such as drought tolerance. The characterized Ethiopian landraces can be used to improve barley resilience against climate change and associated conditions and are recommended in breeding programs to improve productivity under different breeding objectives.

对于任何大麦(Hordeum vulgare L.)改良计划而言,了解加入品种的定性和定量遗传变异性是改良性状的先决条件。本研究旨在调查大麦的农艺性状和产量性状表现。2021/2022 年和 2022/2023 年,在古默(Gumer)进行了田间试验,采用扩增区组设计,获得了 319 个大麦基因型的数据,其中包括 9 个对照条目,并在雨水灌溉条件下使用了 8 个区组。共测量了 23 个质量和数量性状。卡方检验分析表明,所有质量性状都存在显著的基因型差异。除株高、穗长和收获指数外,所有数量性状都存在明显差异(p < 0.001)。基因型之间存在相当大的数量差异,这表明需要通过选择来利用高度的遗传变异。前四个主成分分析占总变异的 64.82%,聚类分析将大麦分为四个离散的类群。相关系数表明,10 个数量性状之间的相关性存在显著差异。此外,G6、G214 和 G255 代表早熟性,G182、G126 和 G44 代表谷物产量。通过定性和定量性状可以找到潜在的新遗传变异源。某些大麦被认为是各种农艺性状(如耐旱性)的可能来源。埃塞俄比亚陆地品系的特征可用于提高大麦对气候变化和相关条件的适应能力,建议用于育种计划,以提高不同育种目标下的产量。
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引用次数: 0
Genotypic variation in nitrogen fixation characteristics in faba bean (Vicia faba L.) under contrasting phosphorus fertilizer regimes 对比磷肥制度下蚕豆固氮特性的基因型变异
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-18 DOI: 10.1002/agg2.70009
Gemechu Abu, Victor Adetimirin, Christian Fatokun, Gemechu Keneni, Fassil Assefa

Assessment of the genetic variability is an important step in improving nitrogen (N2) fixation potential of faba bean (Vicia faba L.) genotypes. The study was conducted to evaluate the genotypic variation for symbiotic N2 fixation traits of faba bean under contrasting phosphorus (P) fertilizer regimes. Twenty and 12 genotypes in the field and greenhouse, respectively, were planted under two P fertilizer regimes (P− and P+ corresponding to 0 and 46 kg/ha) using a randomized complete block design with three replications. Analysis of variance indicated highly significant (p < 0.01) variation among genotypes for all N2 fixation traits under both P regimes, indicating the availability of genotypic variation. Genotypes Obse, Dosha, Didea, Gebelcho, Gora, Moti, and Hachalu had better performance for N2 fixation traits and higher grain yield (GY) across all study conditions. Performances of all N2 fixation traits, except nitrogen harvest index, were better under P+ than under P−. P fertilizer application in the field resulted in 12.3, 12.9%, 18.9%, and 24.2% increase in the number of nodules per plant, nodule dry weight per plant (NDWP), N2 yield (NY), and the amount of N2 fixed (NF), respectively. In the greenhouse, 18.9%, 22.5%, and 27.2% increment was obtained for NDWP, NY, and NF, respectively, due to fertilizer application. Biplot analysis revealed that NF, NY, percentage of nitrogen derived from atmosphere (%Ndfa), shoot nitrogen concentration (ShN), and GY were the traits responsible for large genetic variation for N2 fixation. NF had higher heritability and formed a significant positive correlation with most nitrogen fixation traits, suggesting the potential of the trait to be improved through breeding.

评估遗传变异是提高蚕豆(Vicia faba L.)基因型固氮(N2)潜力的重要步骤。本研究旨在评估不同磷(P)肥制度下蚕豆共生固定氮(N2)特性的基因型变异。在田间和温室中分别种植了 20 和 12 个基因型,采用三重复随机完全区组设计,在两种磷肥制度(P- 和 P+,分别为 0 和 46 千克/公顷)下种植。方差分析结果表明,在两种磷肥制度下,基因型之间所有 N2 固定性状的差异都非常显著(p < 0.01),表明存在基因型差异。在所有研究条件下,基因型 Obse、Dosha、Didea、Gebelcho、Gora、Moti 和 Hachalu 的氮固定性状表现更好,谷物产量(GY)更高。除氮收获指数外,所有氮固定性状的表现在 P+ 条件下均优于 P- 条件下。在田间施用磷肥后,每株结节数、每株结节干重(NDWP)、N2 产量(NY)和固定的 N2 量(NF)分别增加了 12.3%、12.9%、18.9% 和 24.2%。在温室中,由于施肥,NDWP、NY 和 NF 分别增加了 18.9%、22.5% 和 27.2%。双图分析表明,NF、NY、来自大气的氮百分比(%Ndfa)、嫩枝氮浓度(ShN)和 GY 是造成 N2 固定遗传变异较大的性状。NF的遗传率较高,并与大多数固氮性状形成显著的正相关,表明该性状有可能通过育种得到改良。
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引用次数: 0
Limestone reaction in sandy soil: Rate effects, limestone type, moisture regime, and time 砂质土壤中的石灰石反应:速率效应、石灰石类型、湿度和时间
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-18 DOI: 10.1002/agg2.70008
Flávia Cristina dos Santos, Álvaro Vilela de Resende, Johnny Rodrigues Soares, João Hebert Moreira Viana, Monna Lysa Teixeira Santana, Silvino Guimarães Moreira, Manoel Ricardo de Albuquerque Filho

An experiment was conducted in the greenhouse facilities of Embrapa Maize and Sorghum to evaluate the limestone reaction in sandy soil based on rates, limestone type, effective calcium carbonate equivalent (ECCE), and moisture regime over time. A factorial design of 4 × 2 + 3 was adopted, consisting of four limestone rates with 76% ECCE (0, 1, 2, and 4 Mg ha−1), two irrigation types (daily and monthly, simulating constant and intermittent moisture regime), and three additional treatments (three rates of “filler” limestone—99% ECCE—under monthly irrigation). Soil chemical characteristics were analyzed at 1, 2, 3, 6, and 12 months after treatment application. Soil fertility improved at the first month after treatment application, with emphasis on higher limestone rates, monthly moisture regime, and filler lime stone. The highest limestone rate did not increase the pH above 7.0. The recommended limestone rate was insufficient to elevate Ca + Mg levels to the adequate level for current production genotypes and systems, which demand higher standards. These outcomes reinforce the need for carrying out further studies and potential revision in liming recommendations for sandy soils.

在 Embrapa 玉米和高粱公司的温室设施中进行了一项实验,根据石灰石的用量、石灰石类型、有效碳酸钙当量(ECCE)和随时间变化的水分制度,评估石灰石在沙质土壤中的反应。采用了 4 × 2 + 3 的因子设计,包括四种 ECCE 值为 76% 的石灰石用量(0、1、2 和 4 兆克/公顷-1)、两种灌溉类型(日灌溉和月灌溉,模拟恒定和间歇湿度机制)以及三种额外处理(月灌溉下的三种 "填充 "石灰石用量--ECCE 值为 99%)。对施用处理后 1、2、3、6 和 12 个月的土壤化学特征进行了分析。施肥后的第一个月,土壤肥力有所提高,重点是较高的石灰石用量、月度水分制度和填充石灰岩。最高的石灰石用量并没有将 pH 值提高到 7.0 以上。推荐的石灰石用量不足以将 Ca + Mg 含量提高到当前生产基因型和系统所需的适当水平,而当前的生产基因型和系统需要更高的标准。这些结果说明有必要开展进一步研究,并对沙质土壤的石灰化建议进行可能的修订。
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引用次数: 0
Irrigation frequency effects on Prizm zoysiagrass establishment from sprigs 灌溉频率对 Prizm 紫花苜蓿从幼芽生长的影响
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-13 DOI: 10.1002/agg2.70000
Tyler Q. Carr, John C. Sorochan, James, T. Brosnan, Brandon J. Horvath, Kellie. J. Walters

Zoysiagrass (Zoysia spp. Willd.) is a popular choice for commercial and residential lawns, as well as golf course fairways and tees because it requires less light, fertilizer, and mowing compared to bermudagrass (Cynodon spp.). However, zoysiagrass' slow growth rate compared to other putting green options presents a challenge for both rapid establishment from sprigs and its wider adoption as a putting green surface. It is currently unknown if very frequent irrigation, commonly used in horticultural propagation, can be applied to turfgrass and accelerate establishment from sprigs. Irrigation was applied to Prizm zoysiagrass sprigs across either four or 192 irrigation events from 06:00 a.m. to 10:00 p.m. Prizm zoysiagrass establishment was unaffected by irrigation frequency and averaged 40% turfgrass coverage after 21.6 and 27.3 days in run A and run B, respectively. These results imply that very frequent irrigation did not accelerate establishment. Additional research elucidating zoysiagrass sprig physiology during propagation and development is necessary to better define management practices that hasten establishment.

与百慕大草(Cynodon spp.)相比,紫千层草(Zoysia spp. Willd.)需要的光照、肥料和修剪更少,因此是商业和住宅草坪以及高尔夫球场球道和发球台的热门选择。然而,与其他果岭草相比,紫千层草的生长速度较慢,这对其从幼苗快速生长以及更广泛地用作果岭草表面都是一个挑战。目前还不清楚园艺繁殖中常用的频繁灌溉是否能用于草坪草,并加快从幼芽开始的生长。从早上 6:00 到晚上 10:00,对 Prizm 紫花苜蓿幼苗进行了 4 次或 192 次灌溉。Prizm 紫花苜蓿的生长不受灌溉频率的影响,在运行 A 和运行 B 中,分别在 21.6 天和 27.3 天后,平均草皮覆盖率达到 40%。这些结果表明,非常频繁的灌溉并不能加速草坪的形成。有必要开展更多研究,阐明紫花苜蓿幼芽在繁殖和生长过程中的生理机能,以便更好地确定可加快建植的管理方法。
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引用次数: 0
Evaluating corn, tall fescue and canola growth on sediments dredged from the Lorain Harbor 评估玉米、高羊茅和油菜在洛兰港疏浚沉积物上的生长情况
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-06 DOI: 10.1002/agg2.20559
Maureen E. Roddy, Emily Kalhert, Corry T. Platt, Ashley N. Julian, Megan A. Rúa

Soil degradation is a worldwide problem, causing the declining performance of many plant species. Recently, the application of sediments dredged from aquatic waterways has received attention for their potential as an organic amendment to revive degraded agricultural soils. In Ohio, dredged sediment research has largely focused on the success of corn (Zea mays) or soybean (Glycine max) following the application of dredged sediments from the Toledo Harbor, neglecting the potential for dredged sediments from the other eight harbors and waterways to change plant performance as well as failing to quantify benefits for other commonly grown crops in the region. In a greenhouse experiment, we applied dredged sediments from the Lorain Harbor to degraded agricultural soils across a variety of application ratios and quantified changes in germination, height over the growing season, final biomass, and yield for canola (Brassica napus), tall fescue KY 31 (Festuca arundinacea), and corn to better understand the potential for dredged sediments from this location to increase performance for a variety of regionally important plant species. Overall, plants grown on agricultural soils supplemented with dredged sediments from the Lorain Harbor consistently grew taller, faster, and were larger than the 100% dredged sediment treatments. Furthermore, both corn and tall fescue grown on agricultural soil supplemented with dredged sediments had greater yield compared to their counterparts grown on unamended agricultural soil. In whole, outcomes from this research contribute to a growing body of research that support the use of dredged sediments as a soil amendment for agricultural soils.

土壤退化是一个世界性问题,导致许多植物物种的生长性能下降。最近,应用从水生河道中挖出的沉积物作为有机改良剂来恢复退化的农业土壤的潜力受到了关注。在俄亥俄州,疏浚沉积物的研究主要集中在玉米(Zea mays)或大豆(Glycine max)施用托莱多港疏浚沉积物后的成活率上,而忽视了其他八个港口和水道疏浚沉积物改变植物表现的潜力,也没有量化该地区其他常见作物的效益。在一项温室实验中,我们将洛兰港的疏浚沉积物施用到各种施用比例的退化农田土壤中,并量化了油菜(Brassica napus)、高羊茅 KY 31(Festuca arundinacea)和玉米的发芽率、生长季节高度、最终生物量和产量的变化,以更好地了解该地点的疏浚沉积物在提高各种地区重要植物物种的生长性能方面的潜力。总体而言,与 100% 疏浚沉积物处理相比,在添加了洛兰港疏浚沉积物的农业土壤上生长的植物始终长得更高、更快、更大。此外,在添加了疏浚沉积物的农用土壤上种植的玉米和高羊茅与未添加疏浚沉积物的农用土壤上种植的玉米和高羊茅相比,产量更高。总之,这项研究的成果有助于支持使用疏浚沉积物作为农业土壤的土壤改良剂的越来越多的研究。
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引用次数: 0
Assessment of cover crop adoption and impact on weed management in Wisconsin corn-soybean cropping systems 评估威斯康星州玉米-大豆种植系统采用覆盖作物的情况及其对杂草管理的影响
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-05 DOI: 10.1002/agg2.70007
Guilherme Chudzik, Jose J. Nunes, Nicholas J. Arneson, Grace Arneson, Shawn P. Conley, Rodrigo Werle

The evolution and widespread occurrence of herbicide-resistant weeds pose a major challenge for farmers and crop consultants across North America, warranting integrated management strategies. The adoption of cover crops offer weed suppression and soil health benefits but adds management complexity. A survey, targeting farmers and crop consultants, was conducted during the spring of 2023 to evaluate current cover crop management practices and perceptions in Wisconsin cropping systems. The survey included 26 questions across five sections: respondent profile, cover crop adoption and experience, cover crop management ahead of soybean [Glycine max (L.) Merr.], cover crop management ahead of corn (Zea mays L.), and general benefits and challenges of cover crop adoption. Farmers and crop consultants represented most respondents, influencing a total of 29,500 and 557,000 ha, respectively. Waterhemp (Amaranthus tuberculatus [Moq.] J.D. Sauer) and giant ragweed (Ambrosia trifida L.) were identified as the most troublesome weeds. Over 90% of respondents use herbicides to terminate their cover crops, and 68% of respondents agree that cover crops improved overall weed control in their farms/clients’ farms to some extent [cereal rye (Secale cereale L.) as main cover crop species]. Additionally, results demonstrate a strong consensus (85%) on cover crops positively influencing water retention, with 98% agreement on their efficacy in reducing soil erosion. Results from this survey can help guide farmers, agronomists, researchers, and policymakers with cover crop adoption, management, policies, incentives, and future research and education needs in Wisconsin and beyond to support the development of more sustainable and efficient weed and crop management strategies.

抗除草剂杂草的演变和广泛出现给北美地区的农民和作物顾问带来了重大挑战,需要采取综合管理策略。采用覆盖作物具有抑制杂草和有益土壤健康的作用,但也增加了管理的复杂性。2023 年春季开展了一项针对农民和作物顾问的调查,以评估威斯康星种植系统中当前的覆盖作物管理实践和看法。调查包括五个部分的 26 个问题:受访者概况、采用覆盖作物的情况和经验、大豆(Glycine max (L.) Merr.)前的覆盖作物管理、玉米(Zea mays L.)前的覆盖作物管理以及采用覆盖作物的一般益处和挑战。受访者中以农民和作物顾问居多,分别影响了 29,500 公顷和 557,000 公顷的土地。水蕹(Amaranthus tuberculatus [Moq.] J.D. Sauer)和大豚草(Ambrosia trifida L.)被认为是最棘手的杂草。超过 90% 的受访者使用除草剂终止覆盖作物,68% 的受访者认为覆盖作物在一定程度上改善了其农场/客户农场的总体杂草控制情况[主要覆盖作物种类为黑麦(Secale cereale L.)]。此外,调查结果表明,85% 的人一致认为覆盖作物对保水有积极影响,98% 的人认为覆盖作物能有效减少土壤侵蚀。这项调查的结果有助于指导威斯康星州及其他地区的农民、农学家、研究人员和政策制定者采用覆盖作物、进行管理、制定政策、激励措施以及满足未来的研究和教育需求,从而支持制定更可持续、更高效的杂草和作物管理策略。
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引用次数: 0
Soil greenhouse gas emissions under enhanced efficiency and urea nitrogen fertilizer from Australian irrigated aerobic rice production 澳大利亚有氧灌溉水稻生产中提高效率和施用尿素氮肥条件下的土壤温室气体排放
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-04 DOI: 10.1002/agg2.70004
Jackie R. Webb, Matt Champness, John Hornbuckle, Wendy C. Quayle

Aerobic rice production offers a promising solution to improve water use efficiency and reduce methane (CH4) emissions by minimizing water inundation. However, alternate water-saving methods for rice cultivation can lead to “trade-off” emissions of nitrous oxide (N2O). A field experiment was conducted over one season measuring soil-derived greenhouse gas emissions in irrigated aerobic rice (Oryza sativa L.) under different N fertilizer management at a rate of 220 kg N ha−1, including a nil treatment (“control”); slow release (180 days) polymer-coated urea (“N180”); banded urea applied upfront (“urea”); and three applications of broadcast urea (“urea-split”). The N180 treatment reduced soil N2O emissions compared with urea (p < 0.001), with mean cumulative N2O emissions of 4.36 ± 1.07 kg N ha−1 and 27.9 ± 5.70 kg N ha−1, respectively. Soil N2O fluxes were high, reaching up to 1916 and 2900 µg N m2 h−1 after urea application and irrigation/rain events, and were similar to other irrigated crops grown on heavy textured soils. Fertilizer N management had no effect on soil CH4 emissions, which were negligible across all treatments ranging from 1.28 to 2.75 kg C ha−1 over the growing season. Cumulative soil carbon dioxide emissions ranged from 1936 to 3071 kg C ha−1 and were greatest in N180. This case study provides the first evidence in Australia that enhanced efficiency nitrogen fertilizer can substantially reduce N2O emissions from soils in an aerobic rice system. Our findings reinforce the CH4 mitigation potential of water saving rice approaches and demonstrate the need to consider N fertilizer management to control N2O emissions.

有氧水稻生产提供了一个很有前景的解决方案,通过最大限度地减少水的淹没来提高水的利用效率和减少甲烷(CH4)的排放。然而,水稻种植的其他节水方法会导致一氧化二氮(N2O)的 "折衷 "排放。我们进行了一项为期一季的田间试验,测量有氧灌溉水稻(Oryza sativa L.)在不同氮肥管理条件下的土壤温室气体排放量,氮肥施用量为 220 千克/公顷,包括零处理("对照")、缓释(180 天)聚合物涂层尿素("N180")、带状尿素预施("尿素")和三次尿素撒施("尿素-分施")。与尿素相比,N180 处理减少了土壤 N2O 排放量(p < 0.001),平均累积 N2O 排放量分别为 4.36 ± 1.07 kg N ha-1 和 27.9 ± 5.70 kg N ha-1。施用尿素和灌溉/降雨后,土壤 N2O 通量较高,分别达到 1916 微克 N 和 2900 微克 N m2 h-1,与在重质土壤上种植的其他灌溉作物相似。肥料氮管理对土壤中的甲烷排放量没有影响,在整个生长季节,所有处理的甲烷排放量都在每公顷 1.28 至 2.75 千克碳之间,可以忽略不计。土壤二氧化碳的累积排放量为 1936 至 3071 千克碳/公顷-1,N180 的排放量最大。这项案例研究首次在澳大利亚证明,氮肥增效可以大幅减少好氧水稻系统中土壤的一氧化二氮排放量。我们的研究结果加强了节水型水稻方法的甲烷减排潜力,并证明了考虑氮肥管理以控制一氧化二氮排放的必要性。
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引用次数: 0
Kinetics of Cd adsorption by biochar, activated carbon, and zeolite in some calcareous soils 一些石灰性土壤中生物炭、活性炭和沸石对镉的吸附动力学
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-04 DOI: 10.1002/agg2.70003
Reza Keyhaninejad, Aliashraf Amirinejad, Akram Fatemi

Different methods have developed to reduce the risks of potentially toxic elements in contaminated soils. Among them, adsorption is one of the most important and effective strategies. In this research, kinetics of Cd adsorption by biochar, activated carbon, and zeolite in some calcareous soils were investigated. A factorial experiment was conducted based on a completely randomized design with three replications. The factors included three types of adsorbents (sunflower's biochar, activated carbon, and zeolite), four levels of Cd (0, 20, 50, and 100 mg/L as Cd (NO3)2), and three soil samples, differing in their cation exchange capacity, soil organic matter, and calcium carbonate equivalent. Batch experiments were carried out to evaluate Cd adsorption isotherms and kinetic models. Furthermore, the effect of adsorbent dosage, contact time, and initial pH on the adsorption efficiency was examined. Optimizing studies revealed that the best pH for Cd adsorption was 5, while the optimal equilibrium time was achieved at 24 h. The results showed that the Freundlich model fitted to the experimental data slightly better than the Langmuir model. Moreover, the pseudo-second-order kinetic model better described the kinetic behavior of Cd adsorption for the investigated adsorbents. The maximum Cd removal efficiency (99%) belonged to soil No. 2 with biochar. Lastly, it was concluded that sunflower biochar, a cheap and cost-effective adsorbent, had high efficiency in Cd adsorption in calcareous soils.

为了降低受污染土壤中潜在有毒元素的风险,人们开发了不同的方法。其中,吸附是最重要、最有效的策略之一。本研究调查了一些钙质土壤中生物炭、活性炭和沸石对镉的吸附动力学。实验采用完全随机设计,三次重复。实验因素包括三种吸附剂(向日葵生物炭、活性炭和沸石),四种镉含量(0、20、50 和 100 mg/L,以 Cd (NO3)2计),以及三种土壤样品(阳离子交换容量、土壤有机质和碳酸钙当量各不相同)。批量实验评估了镉吸附等温线和动力学模型。此外,还考察了吸附剂用量、接触时间和初始 pH 值对吸附效率的影响。优化研究表明,吸附镉的最佳 pH 值为 5,最佳平衡时间为 24 小时。此外,伪二阶动力学模型更好地描述了所研究的吸附剂对镉的吸附动力学行为。含有生物炭的 2 号土壤对镉的去除率最高(99%)。最后,研究得出结论:向日葵生物炭作为一种廉价且经济有效的吸附剂,在石灰性土壤中具有很高的镉吸附效率。
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引用次数: 0
Comparative analysis of RNN versus IIR digital filtering to optimize resilience to dynamic perturbations in pH sensing for vertical farming RNN 与 IIR 数字滤波的比较分析,优化垂直耕作 pH 值传感对动态扰动的适应能力
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-04 DOI: 10.1002/agg2.70001
Rolando Hinojosa-Meza, Martín Montes Rivera, Paulino Vacas-Jacques, Nivia Escalante-Garcia, José Alonso Dena-Aguilar, Aldonso Becerra Sanchez, Ernesto Olvera-Gonzalez

Vertical farming (VF) refers to systems of agriculture where crops are grown in trays stacked vertically by exposing them to artificial light and using sensing technology to improve product quality and yield. In this work, we propose an advanced filtering scheme based on recurrent neural networks (RNNs) and deep learning to enable efficient control strategies for VF applications. We demonstrate that the best RNN model incorporates five neuron layers, with the first and second containing 90 long short-term memory neurons. The third layer implements one gated recurrent units neuron. The fourth segment incorporates one RNN network, while the output layer is designed by using a single neuron exhibiting a rectified linear activation function. By utilizing this RNN digital filter, we introduce two variations: (1) a scaled RNN model to tune the filter to the signal of interest, and (2) a moving average filter to eliminate harmonic oscillations of the output waveforms. The RNN models are contrasted with conventional digital Butterworth, Chebyshev I, Chebyshev II, and elliptic infinite impulse response (IIR) configurations. The RNN digital filtering schemes avoid introducing unwanted oscillations, which makes them more suitable for VF than their IIR counterparts. Finally, by utilizing the advanced features of scaling of the RNN model, we demonstrate that the RNN digital filter can be pH selective, as opposed to conventional IIR filters.

垂直耕作(VF)是指通过人工光照和传感技术将农作物种植在垂直堆叠的托盘中,以提高产品质量和产量的农业系统。在这项工作中,我们提出了一种基于递归神经网络(RNN)和深度学习的高级滤波方案,以实现针对 VF 应用的高效控制策略。我们证明,最佳 RNN 模型包含五个神经元层,其中第一层和第二层包含 90 个长短期记忆神经元。第三层实现了一个门控递归单元神经元。第四层包含一个 RNN 网络,而输出层是通过使用一个神经元来设计的,该神经元具有整流线性激活函数。通过利用这种 RNN 数字滤波器,我们引入了两种变体:(1) 缩放 RNN 模型,以根据相关信号调整滤波器;(2) 移动平均滤波器,以消除输出波形的谐波振荡。RNN 模型与传统的数字巴特沃斯、切比雪夫 I、切比雪夫 II 和椭圆无限脉冲响应 (IIR) 配置进行了对比。RNN 数字滤波方案可避免引入不必要的振荡,因此比 IIR 方案更适用于 VF。最后,通过利用 RNN 模型先进的缩放功能,我们证明了与传统的 IIR 滤波器相比,RNN 数字滤波器具有酸碱度选择性。
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引用次数: 0
Changes in the population and diversity of plant parasitic nematodes and their effects on sugarcane growth at Wonji-Shoa Sugar Estate, Ethiopia 埃塞俄比亚 Wonji-Shoa 糖厂植物寄生线虫数量和多样性的变化及其对甘蔗生长的影响
IF 1.3 Q3 AGRONOMY Pub Date : 2024-11-03 DOI: 10.1002/agg2.70006
Alemayehu Dengia, Nigussae Dechassa, Lemma Wogi, Berhanu Amsalu

In Wonji-Shoa Sugar Estate (WSSE), sugarcane (Saccharum spp. hybrid) yields have declined by about 48% over the last 70 years. One of the causes for the decline is assumed to be the long-term monoculture production system that results in the buildup of plant parasitic nematodes (PPNs). Therefore, the population and diversity of PPNs were investigated by conducting soil sampling using a biosequential method (simultaneous sampling of the soils of adjacent cultivated land [CL] and uncultivated land [UL]) and a chronosequential method (taking soil samples at different times from the same site). The samples were subjected to analysis using standard procedures to determine the change in the population, and identify the genera of PPNs. Additionally, a pot experiment that involved fumigation was conducted on top soils sampled from the CL and UL of the plantation. The results revealed that about 10 genera of PPNs (Meloidogyne, Helicotylenchus, Hoplolaimus, Rotylenchulus, Hemicycliophora, Discriconemella, Xhiphinema, Pratylenchus, Tylenchorhynchus, and Scutellonema) were detected, of which the first four were newly identified. The population density and the number of genera of PPNs found in the CL were 36-fold and 4.5-fold higher than those found in the UL, respectively. Furthermore, fumigation reduced the population of the PPNs by 61% and increased production of cane biomass by 63%. It is concluded that the soils of the WSSE are infested by PPNs, which consequently have detrimental effects on sugarcane growth. While amending soil fertility is crucial, reversing the decline in sugarcane yields also necessitates implementing an integrated soil management system that includes PPNs.

在过去的 70 年里,元智娑阿糖业公司(WSSE)的甘蔗(蔗属杂交甘蔗)产量下降了约 48%。产量下降的原因之一被认为是长期的单一种植生产系统导致了植物寄生线虫(PPNs)的积累。因此,我们采用生物序列法(同时对相邻耕地 [CL] 和未耕地 [UL] 的土壤取样)和时间序列法(在同一地点的不同时间采集土壤样本)进行土壤取样,调查了 PPN 的数量和多样性。采用标准程序对样本进行分析,以确定种群数量的变化,并确定 PPN 的属种。此外,还对种植园 CL 和 UL 的表层土壤进行了熏蒸实验。结果显示,发现了约 10 个 PPNs 属(Meloidogyne、Helicotylenchus、Hoplolaimus、Rotylenchulus、Hemicycliophora、Discriconemella、Xhiphinema、Pratylenchus、Tylenchorhynchus 和 Scutellonema),其中前四个属是新发现的。在 CL 中发现的 PPNs 种群密度和属数分别是在 UL 中发现的 36 倍和 4.5 倍。此外,熏蒸使 PPNs 的数量减少了 61%,甘蔗生物量的产量增加了 63%。由此得出的结论是,WSSE 的土壤受到 PPN 的侵扰,因此对甘蔗的生长产生了不利影响。虽然改善土壤肥力至关重要,但要扭转甘蔗产量下降的趋势,还必须实施包括 PPNs 在内的综合土壤管理系统。
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Agrosystems, Geosciences & Environment
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