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Molecular and machine learning approaches to study the impact of climatic factors on the evolution of cranberry fruit rot 用分子和机器学习方法研究气候因素对蔓越莓果腐病演化的影响
Q1 AGRONOMY Pub Date : 2023-12-01 DOI: 10.3389/fagro.2023.1235218
Khadijeh Aghel, B. Cinget, Matteo Conti, C. Labbé, Richard R. Bélanger
Cranberry (Vaccinium macrocarpon) is an important crop grown in the United States and Canada, with the province of Québec being the world’s largest producer of organic cranberry. However, cranberry fruit rot (CFR), caused by 12 fungal species, has become a major issue affecting yield.A molecular detection tool was used to detect the presence of the 12 CFR fungi and evaluate CFR species across three farms with different fungicide strategies in Québec. The incidence and frequency of CFR fungi were evaluated for 2020 and compared with 2018 data from the same farms in Québec. Machine-learning models were used to determine the possibility of explaining CFR disease and species based on climate, and analyze the effects of weather variables on CFR presence andprimary fungal species.The most predominant CFR species remained the same in both years, with Godronia cassandrae and Coleophoma empetri being the two most common, but some species showed changes in relative abundance. Furthermore, this study examined the diversity variations in 2018 and 2020, with data showing an overall increase in diversity over the period. The results showed that fungicide applications impacted the species composition of CFR among the farms. Five weather variables (daily snow on the ground (cm), total daily precipitation (mm), daily atmospheric pressure (kPa), daily relative humidity (%) and daily temperature (°C)) were selected and found to contribute differently to the model with atmospheric pressure being the most important. Surprisingly, temperature and precipitations did not influence much the incidence of fungal pathogen species and each CFR species behaved differently in response to environmental factors.Overall, this study highlights the complexity of predicting CFR disease, as caused by 12 fungi, and of developing effective disease management strategies for CFR.
蔓越莓(Vaccinium macrocarpon)是美国和加拿大种植的一种重要作物,其中曲海梅省是世界上最大的有机蔓越莓生产地。然而,由12种真菌引起的蔓越莓果腐病(CFR)已成为影响蔓越莓产量的主要问题。采用分子检测工具对曲海3个不同杀菌剂策略的养殖场进行了12种CFR真菌的检测,并对CFR菌种进行了评价。对2020年CFR真菌的发病率和频率进行了评估,并与2018年曲海省同一农场的数据进行了比较。使用机器学习模型来确定基于气候解释CFR疾病和物种的可能性,并分析天气变量对CFR存在和主要真菌物种的影响。两年中最主要的CFR物种保持不变,以cassandrae和coleophhoma empetri为最常见的两种,但部分物种的相对丰度发生了变化。此外,本研究还研究了2018年和2020年的多样性变化,数据显示,这一时期的多样性总体上有所增加。结果表明,施用杀菌剂影响了不同养殖场CFR的种类组成。选取五个天气变量(日地面积雪(cm)、日总降水量(mm)、日大气压力(kPa)、日相对湿度(%)和日温度(°C)),发现它们对模型的贡献不同,其中大气压力是最重要的。令人惊讶的是,温度和降水对真菌病原体种类的发病率影响不大,每种CFR物种对环境因素的反应不同。总的来说,这项研究强调了预测CFR疾病的复杂性,因为CFR是由12种真菌引起的,并且需要制定有效的CFR疾病管理策略。
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引用次数: 0
Vigna unguiculata: a productive option in the face of climate change? Vigna unguiculata:面对气候变化的生产选择?
Q1 AGRONOMY Pub Date : 2023-11-28 DOI: 10.3389/fagro.2023.1284173
Hipólito Murga-Orrillo, Jhon K. Chuquimez Gonzales, Beto Pashanasi Amasifuén, Luis A. Arévalo López
Faced with the challenges of extreme climatic events and increasing food demand, cowpea farming offers a viable option for generating grains and foliage while aiding soil preservation. This research aimed to evaluate the impact of diverse organic fertilizers and plastic mulches on cowpea yields and soil macrofauna. A completely randomized block design was employed, with a factorial arrangement of 3 × 3 + 1, encompassing plastic mulch (3.5 mm) color (white, black, and blue), organic fertilizer (compost of chicken manure-agricultural soil-dolomite, island guano, and cattle manure compost), as well as a control (without synthetic mulch and organic fertilization). The study evaluated soil temperature, plant height, area biomass, foliar macronutrients, yield, and soil macrofauna. The findings demonstrate that soil temperature varies based on the color of the plastic mulch. It was observed that using organic fertilizers resulted in significantly taller plants than the control group, with fresh and dry biomass weight also being significantly greater (p<0.05) for cattle manure compost compared to the other treatments. Furthermore, the use of plastic mulches had an impact on soil macrofauna. Cowpea displayed resistance to low soil fertility and fluctuations in soil temperature ranging from <35°C to >40°C. However, high precipitation during the fruiting and harvesting seasons significantly impacted grain yields. Organic fertilizers produced noticeable variances (p<0.05) in the aerial biomass weight of cowpeas, particularly cattle manure compost. The data, indicates that soil macrofauna, like the earthworm Pontoscolex corethrurus, improved the availability of N, P, and K to the plant during the reproductive stage. Plastic mulches and organic fertilizers were linked to an increase in earthworm weights, specifically P. corethrurus. Additionally, plastic mulches served as a physical barrier against ants and bugs.
面对极端气候事件和日益增长的粮食需求的挑战,豇豆种植提供了一个既能生产谷物和叶片又能保护土壤的可行选择。本研究旨在评估多种有机肥和塑料覆盖物对豇豆产量和土壤大型动物的影响。研究采用完全随机区组设计,因子排列为 3 × 3 + 1,包括塑料地膜(3.5 毫米)颜色(白色、黑色和蓝色)、有机肥料(鸡粪-农业土壤-白云石堆肥、海岛鸟粪和牛粪堆肥)以及对照(无合成地膜和有机肥)。研究评估了土壤温度、植株高度、面积生物量、叶面宏量营养素、产量和土壤大型动物。研究结果表明,土壤温度因塑料地膜的颜色而异。据观察,使用有机肥后,植株高度明显高于对照组,新鲜和干燥生物量重量也明显高于对照组(p40°C)。然而,结果期和收获期的高降水量对谷物产量有很大影响。有机肥对豇豆的气生生物量重量产生了明显的差异(p<0.05),尤其是牛粪堆肥。数据表明,土壤中的大型动物,如蚯蚓(Pontoscolex corethrurus),提高了植物在生育期对氮、磷和钾的利用率。塑料覆盖物和有机肥与蚯蚓(特别是核心蚯蚓)体重的增加有关。此外,塑料覆盖物还起到了抵御蚂蚁和虫子的作用。
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引用次数: 0
New antimicrobials and plant defense inducers for managing citrus canker disease 管理柑橘腐烂病的新型抗菌剂和植物防御诱导剂
Q1 AGRONOMY Pub Date : 2023-11-24 DOI: 10.3389/fagro.2023.1292624
S. Kunwar, A. Redondo, D. Manker, Meagan Iott, T. Knobloch, S. Brunet, J. Dufour, O. Batuman
For over two decades, Florida citrus growers have been heavily using copper sprays to combat citrus canker (Xanthomonas citri subsp. citri; Xcc), but it raises the risk of developing resistant bacterial strains and excessive accumulation in the soil. Alternative methods are needed to reduce copper dependency and better manage Xcc. Therefore, we screened copper-alternative products against canker on young seedlings in the greenhouse and mature trees in a commercial grove in Florida, USA. In the greenhouse, we evaluated the efficacy of single foliar application of new plant defense inducers (PDI), ‘PDI5’, ‘PDI26’, and ‘PDI31’, and a commercially available systemic acquired resistance inducer, Actigard (drench; 2g/tree), applied two days before injection-infiltration with citrus canker bacterium Xcc (104 CFU/ml), on two-year-old Valencia trees. All three PDIs, sprayed at 500 ppm, as well as Actigard (drench), effectively reduced canker severity on the inoculated leaves in the greenhouse (P ≤0.02). In the grove, we tested new antimicrobials, Mastercop ‘MC’ (21.46% copper sulfate pentahydrate; metallic copper equivalent 5.4%) at concentrations of 1.12 kg/ha, 1.68 kg/ha and 2.24 kg/ha, ‘AM’ at 1.68 kg/ha and 2.24 kg/ha, and a nutrient solution (AGRO-MOS) at 1.12 kg/ha for canker suppression on 4–6-year-old Hamlin trees. Kocide 2000 (growers’ standard control; metallic copper equivalent 30%; 3.92 kg/ha) was used as a control check. Although 2021 was not as conducive for citrus canker due to the relatively dry spring months in the field, our results showed that the six sprays of AM (2.24 kg/ha) or MC (1.68 kg/ha, and 2.24 kg/ha), in 2022, provided excellent control of Xcc, with a significant reduction in disease incidence in leaves and fruits, and disease severity in fruits, similar to Kocide 2000. The results indicate that antimicrobials, AM and MC, and plant defense inducers PDI5, PDI26, and PDI31 can be part of an integrated pest management (IPM) program with copper for managing citrus canker. Reducing the frequency and amount of copper applications can help reduce pesticide and application expenses, lower risks of copper buildup in the soil and toxicity for citrus trees and reduce the risk of the emergence of copper-resistant Xcc strains. Further research on these products is needed to assess their long-term effectiveness and potential environmental risks.
二十多年来,佛罗里达州的柑橘种植者一直在大量使用铜喷雾剂来防治柑橘腐烂病(柑橘黄单胞菌亚种;Xcc),但这增加了产生抗性菌株和在土壤中过度积累的风险。需要采用替代方法来减少对铜的依赖并更好地管理 Xcc。因此,我们在温室中的幼苗和美国佛罗里达州一个商业林中的成龄树上筛选了铜替代产品来防治腐烂病。在温室中,我们评估了在柑橘腐烂病病菌 Xcc(104 CFU/ml)注射渗透前两天对两年树龄的瓦伦西亚树单次叶面喷施新的植物防御诱导剂(PDI)"PDI5"、"PDI26 "和 "PDI31 "以及市售的系统获得性抗性诱导剂 Actigard(淋洗剂;2 克/棵树)的功效。在温室中,喷洒浓度为 500 ppm 的所有三种 PDI 和 Actigard(淋洗)都能有效降低接种叶片的腐烂严重程度(P ≤0.02)。在小树林中,我们测试了新的抗菌剂 Mastercop 'MC'(五水硫酸铜 21.46%;金属铜当量 5.4%),浓度分别为 1.12 千克/公顷、1.68 千克/公顷和 2.24 千克/公顷;'AM',浓度分别为 1.68 千克/公顷和 2.24 千克/公顷;以及营养液(AGRO-MOS),浓度为 1.12 千克/公顷,用于抑制 4-6 年树龄的哈姆林树的腐烂病。Kocide 2000(种植者标准对照;金属铜当量 30%;3.92 千克/公顷)用作对照检查。虽然 2021 年由于春季田间相对干燥,不利于柑橘腐烂病的发生,但我们的结果表明,在 2022 年喷洒六次 AM(2.24 千克/公顷)或 MC(1.68 千克/公顷和 2.24 千克/公顷),能很好地控制 Xcc,显著降低叶片和果实的发病率以及果实的病害严重程度,与 Kocide 2000 相似。研究结果表明,抗菌剂、AM 和 MC 以及植物防御诱导剂 PDI5、PDI26 和 PDI31 可以作为虫害综合防治(IPM)计划的一部分,与铜一起用于防治柑橘腐烂病。减少铜的施用次数和用量有助于降低杀虫剂和施用费用,降低土壤中铜积聚的风险和对柑橘树的毒性,并减少出现抗铜 Xcc 菌株的风险。需要对这些产品进行进一步研究,以评估其长期有效性和潜在的环境风险。
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引用次数: 0
A proximal sensing cart and custom cooling box for improved hyperspectral sensing in a desert environment 用于改进沙漠环境中高光谱传感的近端传感车和定制冷却箱
Q1 AGRONOMY Pub Date : 2023-11-23 DOI: 10.3389/fagro.2023.1195030
Alison L. Thompson, K. Thorp, M. Conley, D. Pauli
Advancements in field spectrometry have the potential to increase understanding of crop growth and development in response to hot and dry environments. However, as with any instrument used for scientific advancement, it is important to continue developing and optimizing data collection protocols to promote efficiency, safety, and data quality. The goal of this study was to develop a novel data collection method, involving a proximal sensing cart with onboard cooling equipment, to improve deployments of a field spectroradiometer in a hot and dry environment. Advantages and disadvantages of the new method were compared with the traditional backpack approach and other approaches reported in literature.The novel method prevented the spectroradiometer from overheating and nearly eliminated the need to halt data collection for battery changes. It also enabled data collection from a significantly larger field area and from more field plots as compared to the traditional backpack method. Use of a custom cooling box to stabilize operating temperatures for the field spectroradiometer also improved stability of white panel data both within and among collections despite outside air temperatures in excess of 30°C.As compared to traditional data collection approaches for measuring spectral reflectance of field crops in a hot and dry environment, use of a proximal sensing cart with a customized equipment cooling box improved spectroradiometer performance, increased practicality of equipment transport, and reduced operator safety concerns.
田间光谱仪的进步有可能加深人们对作物生长发育在炎热和干燥环境下的反应的了解。然而,与任何用于科学进步的仪器一样,继续开发和优化数据采集协议以提高效率、安全性和数据质量非常重要。本研究的目标是开发一种新的数据收集方法,包括一个带有机载冷却设备的近端传感车,以改进在炎热干燥环境中部署野外光谱辐射计的工作。新方法可防止分光辐射计过热,几乎无需因更换电池而停止数据收集。与传统的背负式方法相比,新方法还能从更大的野外区域和更多的野外地块收集数据。与在炎热干燥的环境中测量田间作物光谱反射率的传统数据采集方法相比,使用带有定制设备冷却箱的近距离传感车提高了光谱辐射计的性能,增加了设备运输的实用性,并减少了操作员的安全顾虑。
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引用次数: 0
Can predatory mites aid in the management of the citrus leprosis mite? 捕食螨能帮助管理柑橘白粉病螨吗?
Q1 AGRONOMY Pub Date : 2023-11-21 DOI: 10.3389/fagro.2023.1304656
J. Vechia, Daniel J. Andrade, A. Tassi, Amy Roda, E. van Santen, Daniel Carrillo
The flat mite Brevipalpus yothersi is the main vector of citrus leprosis in South and Central America and Mexico, where vector suppression using conventional acaricides is usually the only disease control method, leading to problems with acaricide resistance. This mite is present in Florida, where several viruses known to cause citrus leprosis were recently detected. This research builds preparedness for managing emerging viral diseases and mitigating potential problems associated with acaricide resistance by addressing the compatibility of chemical and biological control strategies against B. yothersi. The predatory mite Amblyseius largoensis has shown promise as a biological control agent of B. yothersi. However, the effects of acaricides used in citrus on this predator are unknown.This study investigated the impact of different routes of acaricide exposure on A. largoensis, including direct contact, pesticide-contaminated prey, residual contact, and combined exposure routes in laboratory settings. Additionally, the efficacy of A. largoensis in controlling B. yothersi, alone and in combination with acaricide applications, was evaluated under greenhouse conditions.Commonly used acaricides like abamectin and spirodiclofen were highly effective in controlling B. yothersi and only slightly harmful to A. largoensis. Other acaricides were also effective against B. yothersi but were less compatible with the predatory mite. In the greenhouse trial, all acaricides, alone or in combination with the predators, and the predators alone, effectively suppressed B. yothersi one month after treatment application. However, B. yothersi populations significantly increased one month later in the abamectin-alone and predator-alone treatments. At the same time, the combination of abamectin and predators provided B. yothersi suppression throughout the experiment. The fenpyroximate-predator combination also provided better control than each treatment applied independently. All other acaricides provided prolonged B. yothersi control, hindering biological control probably due to the lack of prey for A. largoensis. Research findings highlight the potential for enhancing the selectivity of acaricides towards A. largoensis by manipulating their exposure route. Combining predatory mites with acaricides shows promise in improving B. yothersi management.
扁螨 Brevipalpus yothersi 是南美洲、中美洲和墨西哥柑橘白粉病的主要病媒,在这些地区,使用传统杀螨剂抑制病媒通常是唯一的病害控制方法,这导致了杀螨剂抗药性问题。这种螨虫出现在佛罗里达州,那里最近发现了几种已知会导致柑橘白皮病的病毒。这项研究通过解决化学和生物防治 B. yothersi 战略的兼容性问题,为管理新出现的病毒性疾病和减轻杀螨剂抗药性带来的潜在问题做好准备。捕食螨 Amblyseius largoensis 已显示出生物防治 B. yothersi 的前景。本研究调查了不同杀螨剂接触途径对 A. largoensis 的影响,包括直接接触、被杀虫剂污染的猎物、残留接触以及实验室环境中的综合接触途径。阿维菌素和螺螨酯等常用杀螨剂对控制洋二翅金龟子非常有效,而只对洋二翅金龟子有轻微伤害。其他杀螨剂对 B. yothersi 也有效,但与捕食螨的相容性较差。在温室试验中,所有杀螨剂单独使用或与捕食螨结合使用,以及单独使用捕食螨,都能在施药一个月后有效抑制 B. yothersi。但是,在单独使用阿维菌素和单独使用捕食者的处理中,一个月后,B. yothersi 的数量明显增加。与此同时,阿维菌素和捕食者的组合在整个实验过程中都能抑制 B. yothersi。唑螨酯-捕食者组合的防治效果也比单独使用每种处理更好。所有其他杀螨剂都能延长对 B. yothersi 的控制时间,这可能是由于缺乏 A. largoensis 的猎物,从而阻碍了生物防治。研究结果突出表明,通过控制杀螨剂的接触途径,有可能提高杀螨剂对幼虫的选择性。将捕食性螨虫与杀螨剂结合使用有望改善对 B. yothersi 的管理。
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引用次数: 0
Unexplored agronomic, socioeconomic and policy domains for sustainable cotton production on small landholdings: a systematic review 小块土地上棉花可持续生产中尚未探索的农艺、社会经济和政策领域:系统综述
Q1 AGRONOMY Pub Date : 2023-11-20 DOI: 10.3389/fagro.2023.1281043
Jacob Shauri Tlatlaa, G. Tryphone, E. Nassary
Cotton productivity continues to be disputed, despite rapid advancements and widespread technologies. These uncertainties remain to be critically addressed in a broad spectrum focusing on domains at the global level. Therefore, this systematic review provides an overview of the existing advancements in knowledge, skills, and technologies for sustainable cotton production on small landholdings. Specifically, the areas of the cotton chain examined are threefold: - (1) Explore disguised agronomic practices to be endowed for sustainable cotton production on small landholdings; (2) Explore socioeconomic settings based on their disparities in contributing to sustainable cotton production on small landholdings; and (3) Explore existing and feasible institutional policies to be enforced for sustainable cotton production on small landholdings. This review shows that worldwide cotton production involves conventional and organic systems, at the expense of the traditional system. Heavy uses of nitrogenous fertilizers and pesticides are the common practices in conventional systems, with some adoptions of precision agriculture practices, and genetically modified varieties. Rotation and intercropping with early-maturing food crops are also identified viable options to improve farmers’ attitudes toward adopting cotton-producing technologies. In socioeconomics, farmers’ livelihoods are improved by income generation from sales of cotton and labour in the cotton industry. Gender equity in the cotton industry prioritizes females over males, as females display a group with a higher level of technology adoption. Generally, clear institutional policies governing the cotton industry are globally paucity. Furthermore, efforts to sensitize sustainable cotton production are still highly questionable and challenged by the superseding climate changes.
尽管棉花生产技术发展迅速,应用广泛,但棉花生产率仍然存在争议。这些不确定性仍有待在全球范围内以广泛的领域为重点加以批判性解决。因此,本系统综述概述了小块土地上棉花可持续生产在知识、技能和技术方面的现有进展。具体而言,本综述对棉花产业链的三个方面进行了研究:- (1) 探讨小块土地上棉花可持续生产所需的变相农艺实践;(2) 探讨社会经济环境在促进小块土地上棉花可持续生产方面的差异;以及 (3) 探讨小块土地上棉花可持续生产所需的现有和可行的制度政策。本综述表明,全球棉花生产涉及常规和有机系统,但以牺牲传统系统为代价。大量使用氮肥和杀虫剂是传统系统的常见做法,也有一些采用精准农业做法和转基因品种。轮作和与早熟粮食作物间作也被认为是改善农民对采用棉花生产技术的态度的可行方案。在社会经济方面,通过棉花销售和棉花产业劳动创收,农民的生计得到了改善。棉花产业中的性别平等优先考虑女性而非男性,因为女性是技术采用水平较高的群体。总体而言,全球缺乏管理棉花产业的明确制度政策。此外,为促进可持续棉花生产所做的努力仍然备受质疑,并受到气候变化的挑战。
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引用次数: 0
Need for disease resistance breeding against Corynespora cassiicola in crops 作物抗病育种的必要性
Q1 AGRONOMY Pub Date : 2023-11-13 DOI: 10.3389/fagro.2023.1275906
Edgar Sierra-Orozco, German Sandoya, Seonghee Lee, Gary Vallad, Samuel Hutton
Corynespora cassiicola ( Cc ) is a genetically diverse ascomycete found worldwide in tropical and subtropical regions. Cc causes necrotrophic diseases in several plant species, including important crops such as rubber tree, tomato, cotton, and cucumber. Evidence suggests the involvement of one or more Cc host-specific toxins in disease progression. Management of Cc crop diseases is based mainly on pesticide sprays. However, the pathogen’s development of resistance to commonly used fungicides is documented. Resistance breeding is an attractive alternative or supplement to chemical control of Cc crop diseases, but research on this topic is very limited. This review describes the current plant resistance breeding efforts towards Cc resistance and discusses the potential influence of host-specific toxins (HSTs) on such efforts. Although some reports of host resistance exist in a few crops, resistant germplasm and knowledge about resistance mechanisms are limited. Some studies have suggested the involvement of HSTs in disease development, including the upregulation of resistance-related proteins in susceptible reactions and the recessive nature of resistance. In light of this, host resistance may not be achieved through commonly used dominant R-genes.
cassiicola (Cc)是一种遗传多样性的子囊菌,分布在热带和亚热带地区。Cc在一些植物物种中引起坏死性疾病,包括橡胶树、番茄、棉花和黄瓜等重要作物。有证据表明,一种或多种Cc宿主特异性毒素参与疾病进展。Cc作物病害的防治主要是农药喷洒。然而,病原体对常用杀菌剂的耐药性发展是有记录的。抗病育种是化学防治作物病害的一种有吸引力的替代或补充方法,但这方面的研究非常有限。本文综述了目前植物对Cc抗性的抗性育种工作,并讨论了宿主特异性毒素(HSTs)对这些工作的潜在影响。虽然在一些作物中存在寄主抗性的报道,但抗性种质和抗性机制的知识有限。一些研究表明HSTs参与疾病发展,包括易感反应中抗性相关蛋白的上调和抗性的隐性性质。鉴于此,宿主的抗性可能不是通过常用的显性r基因实现的。
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引用次数: 0
Linking soil adsorption-desorption characteristics with grain zinc concentrations and uptake by teff, wheat and maize in different landscape positions in Ethiopia 埃塞俄比亚不同景观位置土壤吸附-解吸特性与谷物锌浓度和苔麸、小麦和玉米吸收的关系
Q1 AGRONOMY Pub Date : 2023-11-13 DOI: 10.3389/fagro.2023.1285880
Mesfin K. Desta, Martin R. Broadley, Steve P. McGrath, Javier Hernandez-Allica, Kirsty L. Hassall, Samuel Gameda, Tilahun Amede, Stephan M. Haefele
Aim Zinc deficiencies are widespread in many soils, limiting crop growth and contributing to Zn deficiencies in human diets. This study aimed at understanding soil factors influencing grain Zn concentrations and uptake of crops grown in different landscape positions in West Amhara, Ethiopia. Methods On-farm experiments were conducted in three landscape positions, with five farmers’ fields as replicates in each landscape position, and at three sites. Available Zn from the soil (Mehlich 3, M3, Zn) and applied fertilizer (NET_FERT Zn, estimated based on adsorption/desorption characteristics and applied Zn) were related to the actual grain Zn concentration and uptake of teff, wheat, and maize. Zinc fertilizer treatments tested were Zn applied at planting (basal), basal plus side dressing and a control with no Zn applied. Results Zn treatments had a significant effect on grain Zn concentration (increase by up to 10%) but the effect on grain yield was variable. Differences in crop Zn concentrations along the landscape positions were observed but not at all sites and crops. Trial results showed that soils with higher soil pH and Soil Organic Carbon (SOC) (typical of footslope landscape positions) tended to adsorb more applied Zn (reduce NET_FERT Zn) than soils with lower soil pH and SOC (typical of upslope landscape positions). Zn availability indicators (M3, NET_FERT Zn, clay%) explained 14-52% of the observed variation in grain Zn concentrations, whereas macronutrient indicators (Total N, exchangeable K) together with M3 Zn were better in predicting grain Zn uptake (16 to 32% explained variability). Maize had the lowest grain Zn concentrations but the highest grain Zn uptake due to high yields. Conclusion We found that the sum of indigenous and fertilizer Zn significantly affects grain Zn loadings of cereals and that the associated soil parameters differ between and within landscape positions. Therefore, knowledge of soil properties and crop characteristics helps to understand where agronomic biofortification can be effective.
目的锌缺乏在许多土壤中普遍存在,限制了作物生长并导致人类饮食中锌缺乏。本研究旨在了解影响埃塞俄比亚西阿姆哈拉不同景观位置作物籽粒锌浓度和吸收的土壤因素。方法在3个景观位进行田间试验,每个景观位重复5块农田,在3个地点进行田间试验。土壤有效锌(Mehlich 3, M3, Zn)和施肥量(NET_FERT Zn,根据吸附/解吸特性和施肥量估算)与苔麸、小麦和玉米的实际谷物锌浓度和吸收有关。试验锌肥处理为种植时施锌(基施)、基施+侧施和对照不施锌。结果锌处理对籽粒锌浓度有显著影响(最高可达10%),但对籽粒产量的影响存在差异。作物锌浓度沿景观位置存在差异,但并非在所有地点和作物上都存在差异。试验结果表明,土壤pH值和有机碳(SOC)较高的土壤(典型的坡脚景观位置)比土壤pH值和有机碳(SOC)较低的土壤(典型的坡上景观位置)更倾向于吸附更多的施锌(降低NET_FERT Zn)。锌有效性指标(M3、NET_FERT Zn、clay%)解释了14-52%的籽粒锌浓度变化,而常量养分指标(全氮、交换性钾)和M3 Zn在预测籽粒锌吸收方面效果更好(解释变异率为16 - 32%)。玉米由于产量高,籽粒锌浓度最低,但吸收量最高。结论原生锌和肥料锌的总和显著影响谷物的锌负荷,且不同景观位置和不同景观位置的相关土壤参数存在差异。因此,对土壤特性和作物特性的了解有助于了解农艺生物强化在哪些方面是有效的。
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引用次数: 0
Editorial: Insights in weed management 社论:杂草管理的启示
Q1 AGRONOMY Pub Date : 2023-11-08 DOI: 10.3389/fagro.2023.1328082
Bhagirath Singh Chauhan
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引用次数: 0
Side-effects of laser weeding: quantifying off-target risks to earthworms (Enchytraeids) and insects (Tenebrio molitor and Adalia bipunctata) 激光除草的副作用:量化对蚯蚓(Enchytraeids)和昆虫(tenbrio molitor和Adalia bipunctata)的脱靶风险
Q1 AGRONOMY Pub Date : 2023-11-02 DOI: 10.3389/fagro.2023.1198840
Christian Andreasen, Eleni Vlassi, Kenneth S. Johannsen, Signe M. Jensen
With challenges posed by chemical and mechanical weed control, there are now several research and commercial projects underway to develop autonomous vehicles equipped with lasers to control weeds in field crops. Recognition systems based on artificial intelligence have been developed to locate and identify small weed seedlings, and mirrors can direct a laser beam towards the target to kill the weed with heat. Unlike chemical and mechanical weed control, laser weeding only exposes a small area of the field for the treatment. Laser weeding leaves no chemicals in the field after the treatment or does not move the soil which may harm crop roots and non-target organisms. Yet, it is well-known that laser beams can harm living organisms; the effect on the environment and fauna should be studied before laser weeding becomes a common practice. This project aimed to study the effect of laser on some living non-target organisms. We investigated the effect of laser treatment on the mortality of two species of earthworms ( Enchytraeus albidus and Enchytraeus crypticus ), larvae, pupas, and beetles of yellow mealworm beetles ( Tenebrio molitor ) and the two-spotted lady beetle ( Adalia bipunctata ) for increasing dosages of laser energy. In all earthworms experiments except one, the mortality rates of the worms living in the uppermost soil layer of clay, sandy, and organic soil exposed to laser heating were not significantly different from the controls even with laser dosages up to 236 J mm -2 . Laser doses sufficient to kill plants were lethal to the insects, and lower doses that did not kill plants, killed or harmed the insects across all life stages tested. The larger beetles survived higher doses than smaller. Laser weeding is a relatively new technology and not yet widely practiced or commercialized. Therefore, we do not discuss and compare the costs of the different weeding methods at this early stage of the development of the technology.
面对化学和机械杂草控制带来的挑战,目前有几个研究和商业项目正在开发配备激光的自动驾驶汽车,以控制田间作物的杂草。基于人工智能的识别系统已经被开发出来,用于定位和识别小杂草幼苗,镜子可以将激光束指向目标,用热量杀死杂草。与化学除草和机械除草不同,激光除草只暴露一小块田地进行处理。激光除草在处理后不会在田间留下化学物质,也不会移动可能伤害作物根系和非目标生物的土壤。然而,众所周知,激光束会伤害生物体;在激光除草成为普遍做法之前,应研究对环境和动物的影响。本项目旨在研究激光对非靶生物的作用。本文研究了激光照射对两种蚯蚓(赤蛾和隐蛾)、黄粉虫(Tenebrio molitor)和双斑瓢虫(Adalia bipunctata)幼虫、蛹和甲虫死亡率的影响。在所有的蚯蚓实验中,除了一个实验外,生活在粘土、沙质和有机土壤最上层的蚯蚓的死亡率与对照组相比没有显著差异,即使激光剂量高达236 J mm -2。足以杀死植物的激光剂量对昆虫来说是致命的,而不杀死植物的较低剂量则会在测试的所有生命阶段杀死或伤害昆虫。较大的甲虫比较小的甲虫存活的剂量更高。激光除草是一项相对较新的技术,尚未广泛应用或商业化。因此,在技术发展的早期阶段,我们不会讨论和比较不同除草方法的成本。
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Frontiers in Agronomy
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