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Review of the Report on the Nutritional and Health-Promoting Values of Species of the Rubus L. Genus 关于茜草属植物营养和促进健康价值的报告回顾
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081324
Kamil Buczyński, Magdalena Kapłan, Zbigniew Jarosz
The genus Rubus encompasses over 1000 species, including raspberries and blackberries, known for their rich nutritional and health-promoting properties. This review aims to provide a comprehensive overview of the nutritional values, health benefits, and potential medical and pharmaceutical applications of Rubus species. The fruits, roots, shoots, and leaves of these plants are distinguished by their high content of polyphenols, vitamins, and minerals, which contribute to their potent anti-oxidant, anti-inflammatory, anti-neurodegenerative, and anti-cancer effects. The diverse phytochemical profiles of the Rubus species support their use in the prevention and treatment of chronic diseases such as cardiovascular diseases, diabetes, and certain cancers. Additionally, the Rubus species are valuable as pharmaceutical raw materials due to their bioactive compounds. Despite the focus on a few widely cultivated species, numerous wild and lesser-known Rubus species offer significant untapped potential as functional foods, nutraceuticals, and pharmaceuticals. Future research should explore the detailed mechanisms of their bioactivities, develop effective extraction and formulation techniques, and integrate these findings into public health strategies. The genus Rubus represents a promising resource for enhancing human health and nutrition, as well as for pharmaceutical and medical applications, justifying increased cultivation and utilization of species from this genus.
茜草属包括覆盆子和黑莓在内的 1000 多个物种,以其丰富的营养和促进健康的特性而闻名。本综述旨在全面概述茜草属植物的营养价值、健康益处以及潜在的医疗和制药应用。这些植物的果实、根茎、嫩枝和叶片因含有大量多酚、维生素和矿物质而与众不同,它们具有强大的抗氧化、抗炎、抗神经退行性病变和抗癌作用。茜草属植物的多种植物化学成分有助于预防和治疗心血管疾病、糖尿病和某些癌症等慢性疾病。此外,茜草因其生物活性化合物而成为宝贵的制药原料。尽管研究重点集中在几个广泛栽培的物种上,但许多野生和鲜为人知的茜草物种作为功能性食品、营养保健品和药品还具有巨大的潜力。未来的研究应探索其生物活性的详细机制,开发有效的提取和配制技术,并将这些发现纳入公共卫生战略。茜草属植物在增强人类健康和营养以及制药和医疗应用方面是一种前景广阔的资源,因此有理由加强对该属植物物种的栽培和利用。
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引用次数: 0
Farmers’ Willingness to Engage in Ecological Compensation for Crop Rotation in China’s Black Soil Regions 中国黑土区农民参与轮作生态补偿的意愿
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081320
Ruhao Xue, Bonoua Faye, Rui Zhang, Xin Gong, Guoming Du
Assessments of farmer satisfaction can be a crucial tool for effectively implementing an appropriate ecological compensation policy. This study evaluates the effectiveness of an ecological compensation policy for crop rotation in China’s black soil regions from the perspective of farmer satisfaction. Specifically, utilizing an improved entropy TOPSIS, logistic regression, and the obstacle degree model, this empirical study analyzes the performance of the ecological compensation policy for crop rotation in black soil regions and identifies barriers in Heilongjiang Province. The findings indicate that gender significantly and positively affects outcomes at the 10% level, while age has a notable influence at the 5% level. Additionally, the family labor force and the quality of cultivated land, both significant at the 5% level with negative coefficients, suggest a diminished likelihood of farmers participating in these ecological compensation projects. The family’s source of income, significantly influential at the 1% level, also indicates a lower propensity among farmers to engage. Performance analysis reveals that the values for variables of satisfaction with the project’s publicity (A1), satisfaction with the protection of farmers’ rights and interest (A3), overall satisfaction with the effectiveness of the project (B1), satisfaction with ecological compensation methods (B3), and satisfaction with household income after the implementation of the project (C1) are above the average. In contrast, values for variables of satisfaction with the supervision and management (A2), satisfaction with the payment of ecological compensation funds (A4), satisfaction level with black soil rotation ecological compensation standards (B2), satisfaction with the welfare level of family life after the implementation of the project (C2), and satisfaction with farmers’ proactive participation in the project (D1) fall below the average of 3.03. Therefore, this study provides a comprehensive framework for assessing the effectiveness of the ecological compensation policy for crop rotation in China’s black soil regions and offers recommendations for enhancing its performance.
农民满意度评估是有效实施适当生态补偿政策的重要工具。本研究从农民满意度的角度评估了中国黑土区轮作生态补偿政策的有效性。具体而言,本实证研究利用改进的熵值 TOPSIS、逻辑回归和障碍度模型,分析了黑龙江省黑土区轮作生态补偿政策的绩效,并找出了黑土区轮作生态补偿政策的障碍。研究结果表明,性别在 10%的水平上对结果有显著的正向影响,而年龄在 5%的水平上对结果有显著影响。此外,家庭劳动力和耕地质量均在 5%的水平上显著,且系数为负,这表明农民参与这些生态补偿项目的可能性降低。家庭收入来源在 1%的水平上有显著影响,也表明农民参与的倾向性较低。绩效分析表明,项目宣传满意度(A1)、农民权益保护满意度(A3)、项目效果总体满意度(B1)、生态补偿方式满意度(B3)和项目实施后家庭收入满意度(C1)的变量值均高于平均值。而监督管理满意度(A2)、生态补偿资金支付满意度(A4)、黑土轮作生态补偿标准满意度(B2)、项目实施后家庭生活福利水平满意度(C2)、农民主动参与项目满意度(D1)等变量值低于平均值 3.03。因此,本研究为评估中国黑土区轮作生态补偿政策的有效性提供了一个综合框架,并为提高其绩效提出了建议。
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引用次数: 0
The Carpathian Agriculture in Poland in Relation to Other EU Countries, Ukraine and the Environmental Goals of the EU CAP 2023–2027 波兰喀尔巴阡山农业与其他欧盟国家、乌克兰的关系以及 2023-2027 年欧盟 CAP 的环境目标
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081325
Marek Zieliński, A. Łopatka, P. Koza, Barbara Gołębiewska
This study discusses the issue of determining the direction and strength of changes taking place in the structure of agricultural land in the mountain and foothill areas of the Carpathians in Poland in comparison with Slovakia, Romania and Ukraine. The most important financial institutional measures dedicated to the protection of the natural environment in Polish agriculture in the Areas facing Natural and other specific Constraints (ANCs) mountain and foothill in the first year of the CAP 2023–2027 were also established. Satellite data from 2001 to 2022 were used. The analyses used the land use classification MCD12Q1 provided by NASA and were made on the basis of satellite imagery collections from the MODIS sensor placed on two satellites: TERRA and AQUA. In EU countries, a decreasing trend in agricultural areas has been observed in areas below 350 m above sea level. In areas above 350 m, this trend weakened or even turned into an upward trend. Only in Ukraine was a different trend observed. It was found that in Poland, the degree of involvement of farmers from mountain and foothill areas in implementing financial institutional measures dedicated to protecting the natural environment during the study period was not satisfactory.
本研究讨论了确定波兰喀尔巴阡山脉山地和山麓地区农业用地结构变化的方向和强度的问题,并与斯洛伐克、罗马尼亚和乌克兰进行了比较。此外,还确定了在 2023-2027 年联合行动计划的第一年,波兰农业在面临自然和其他特殊限制(ANCs)的山区和山麓地区保护自然环境的最重要的财政制度措施。使用了 2001 年至 2022 年的卫星数据。分析使用了美国国家航空航天局(NASA)提供的 MCD12Q1 土地利用分类,并以两颗卫星上的 MODIS 传感器收集的卫星图像为基础:TERRA 和 AQUA。在欧盟国家,海拔 350 米以下地区的农业面积呈下降趋势。在海拔 350 米以上的地区,这一趋势有所减弱,甚至转为上升趋势。只有乌克兰出现了不同的趋势。研究发现,在研究期间,波兰山区和山麓地区农民参与实施保护自然环境的金融制度措施的程度并不令人满意。
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引用次数: 0
Influence of Growth Stages and Additives on the Fermentation Quality and Microbial Profiles of Whole-Plant Millet Silage 生长阶段和添加剂对全株小米青贮发酵质量和微生物特征的影响
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081323
Na Zhao, Xia Hao, Maozhe Yin, Changqing Li, Chao Wang, Hongyan Han
This study aimed to determine the optimal growth stage and additives for producing high quality millet silage through two experiments. Experiment 1: Whole-plant millet from the same field and under uniform management was harvested at the heading, sizing, milking, dough, and full-maturity stages. Then, it was chopped into 2–3 cm segments, vacuum-sealed in plastic bags without any further treatment, stored at 20 °C, and opened after 60 days. The results indicated that the dough stage had the highest water-soluble carbohydrate (WSC) and crude protein (CP) contents. The lactic acid (LA) and acetic acid (AA) contents during the dough and maturity stages were significantly higher than other stages, with the lowest pH observed during the dough stage. Experiment 2: The whole-plant millet was harvested at the dough stage. It was then chopped into 2–3 cm segments using a forage chopper, mixed thoroughly, and subjected to different treatments—inoculation with 106 CFU/g FM of Lactiplantibacillus plantarum (LP), adding of 1% FM sucrose (S), and a combination of Lactiplantibacillus plantarum and sucrose (MIX)—with a control group (CK) receiving an equivalent amount of water. The MIX treatment significantly enhanced the WSC content compared to other treatments (p < 0.05), and both the LP and MIX treatments showed superior LA and AA contents and lactic acid bacteria counts. These additives significantly altered the bacterial community, shifting dominance from Proteobacteria in the CK and raw materials to Firmicutes. Klebsiella dominated the CK group but was significantly reduced in the additive treatments, where Lentilactobacillus became the dominant genus. Therefore, we recommend harvesting millet at the dough stage and adding a mixture of Lactiplantibacillus plantarum and sugar to improve fermentation quality and aerobic stability.
本研究旨在通过两项实验确定生产优质青贮小米的最佳生长阶段和添加剂。实验 1:在统一管理下,从同一块田地中收获整株小米,分别在打顶期、上浆期、挤奶期、面团期和完全成熟期收获。然后,将其切成 2-3 厘米的小段,装入塑料袋真空密封,不做任何进一步处理,在 20 °C 下储存,60 天后打开。结果表明,面团阶段的水溶性碳水化合物(WSC)和粗蛋白(CP)含量最高。面团阶段和成熟阶段的乳酸(LA)和乙酸(AA)含量明显高于其他阶段,面团阶段的 pH 值最低。实验 2:在面团阶段收获整株小米。然后用饲料切碎机将其切成 2-3 厘米的小段,充分混合,并进行不同的处理--接种 106 CFU/g FM 的植物乳杆菌(LP)、添加 1% FM 的蔗糖(S)以及植物乳杆菌和蔗糖的组合(MIX)--对照组(CK)接受等量的水。与其他处理相比,MIX 处理明显提高了 WSC 含量(p < 0.05),LP 和 MIX 处理的 LA 和 AA 含量以及乳酸菌数量均优于其他处理。这些添加剂极大地改变了细菌群落,使 CK 和原料中的优势菌群从变形菌群转变为固醇菌群。克雷伯氏菌在 CK 组中占主导地位,但在添加剂处理中明显减少,扁豆乳杆菌成为主导菌属。因此,我们建议在面团阶段收获小米,并添加植物乳杆菌和糖的混合物,以提高发酵质量和有氧稳定性。
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引用次数: 0
The Distribution and Pollution Pathway Analysis of Perfluoroalkyl Acids (PFAAs) in a Typical Agricultural Plastic Greenhouse for Cultivated Vegetables 典型蔬菜栽培农用塑料大棚中全氟烷基酸 (PFAAs) 的分布与污染途径分析
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081321
Yiran Zhou, Mingzhen Wang, Junhong Xin, Yongning Wu, Minglin Wang
Plastic greenhouses play an important role in vegetable cultivation in China. While evaluations have attributed perfluoroalkyl acid contamination in greenhouse vegetables primarily to irrigation water, the potential contribution from greenhouse plastic films has consistently been overlooked, despite PFAAs’ long-standing use as anti-fogging agents. In this study, a comprehensive assessment of PFAA contamination was conducted in greenhouses at the Shouguang vegetable base in China, based on extensive environmental and crop sample collection, followed by analysis using LC-MS/MS. PFAAs are still used in greenhouse plastic film, and their migration to the surface water mist and the air inside the greenhouse was also observed. Elevated levels of PFAA pollution were found near the corner areas of greenhouses with longer service times, leading to further pollution of the soil and nearby vegetables. This is considered as the primary source which may have been caused by PFAAs migrating with condensation from the plastic film and accumulating for decades. However, polluted irrigation water still remains the dominate source of PFAAs in other areas inside the greenhouse. Based on our analysis, we conclude that PFAAs present in plastic films could be the primary contaminant source for vegetables in specific zones. This underscores the urgent need for heightened vigilance towards environmental pollution within agricultural facilities, which currently represent the most prevalent mode of intensive vegetable cultivation in China.
塑料大棚在中国的蔬菜种植中发挥着重要作用。尽管有评估认为温室蔬菜中的全氟烷基酸污染主要是由灌溉水造成的,但温室塑料薄膜的潜在污染却一直被忽视,尽管全氟烷基酸长期用作防雾剂。在这项研究中,通过广泛收集环境和作物样本,并使用 LC-MS/MS 进行分析,对中国寿光蔬菜基地温室中的 PFAA 污染情况进行了全面评估。目前,温室塑料薄膜中仍在使用 PFAA,研究人员还观察到 PFAA 向地表水雾和温室内空气迁移的情况。在使用时间较长的温室角落附近,发现了较高的 PFAA 污染水平,从而进一步污染了土壤和附近的蔬菜。这被认为是主要污染源,可能是由于 PFAA 随塑料薄膜上的冷凝水迁移并积累了数十年造成的。然而,受污染的灌溉水仍然是温室内其他区域 PFAAs 的主要来源。根据我们的分析,我们得出结论,塑料薄膜中的 PFAAs 可能是特定区域蔬菜的主要污染源。这凸显了对农业设施内环境污染提高警惕的迫切需要,而农业设施是目前中国最普遍的蔬菜集约化种植模式。
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引用次数: 0
The Brown Marmorated Stink Bug (Hemiptera: Pentatomidae)—A Major Challenge for Global Plant Production 褐马默罗臭虫(半翅目:五蠹科)--全球植物生产的一大挑战
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081322
Martina Pajač Beus, D. Lemić, S. Skendžić, Dana Čirjak, Ivana Pajač Živković
The brown marmorated stink bug Halyomorpha halys (Stål, 1855), native to East Asia, is an extremely polyphagous pest that infests more than 300 plant species from 49 families. In Europe and North America, this pest causes enormous damage to the production of economically important crops (tree fruit, vegetables, field crops, and ornamental plants). Global warming favours its spread, as the rise in temperature results in the appearance of further generations of the pest. Halyomorpha halys (nymph and adult) causes damage typical of the Pentatomidae family by attacking host plants throughout their development (buds, stems, fruits, and pods). Ripe fruits are often disfigured, and later suberification and necrotic spots form on the fruit surface, making them accessible to plant pathogens that cause fruit rot and rendering them unmarketable. The increasing global importance of the pest suggests that more coordinated measures are needed to contain its spread. Understanding the biology and ecology of this species is crucial for the development of reliable monitoring and management strategies. Most insecticides available for the control of H. halys have a broad spectrum of modes of action and are not compatible with most integrated pest management systems, so biological control by natural enemies has recently been emphasised. Preventing excessive population growth requires early identification and effective control measures that can be developed quickly and applied rapidly while respecting the environment. This paper presents a comprehensive review of the latest findings on the global distribution of this important pest, its potential spread, biology and ecology, key host plants of economic importance, monitoring methods, and effective biological control strategies, as well as future perspectives for sustainable H. halys control measures.
褐马蝽 Halyomorpha halys(Stål,1855 年)原产于东亚,是一种多食性害虫,侵扰 49 科 300 多种植物。在欧洲和北美,这种害虫对具有重要经济价值的农作物(果树、蔬菜、大田作物和观赏植物)的生产造成了巨大损失。全球变暖有利于这种害虫的传播,因为温度升高会导致害虫的后代出现。Halyomorpha halys(若虫和成虫)在寄主植物的整个生长过程(芽、茎、果实和豆荚)中都会为害,是典型的五蠹科害虫。成熟的果实通常会被毁容,随后果实表面会出现分层和坏死斑点,使其容易被植物病原体感染,导致果实腐烂,无法上市销售。这种害虫在全球的重要性与日俱增,这表明需要采取更加协调的措施来遏制其蔓延。了解该物种的生物学和生态学对制定可靠的监测和管理策略至关重要。大多数可用于控制哈雷虫的杀虫剂都具有广谱作用模式,与大多数害虫综合管理系统不兼容,因此最近开始强调利用天敌进行生物防治。要防止种群过度增长,就必须及早识别并采取有效的控制措施,这些措施既要能快速开发和应用,又要尊重环境。本文全面综述了这一重要害虫的全球分布、潜在传播、生物学和生态学、具有重要经济意义的主要寄主植物、监测方法和有效的生物防治策略等方面的最新研究成果,以及可持续的 H. halys 防治措施的未来展望。
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引用次数: 0
Impact of Monensin Sodium and Essential Limonene Oil on the Fermentation and Chemical Composition of Total Mixed Ration Silages with Moisture Variations 莫能菌素钠和柠檬烯精油对水分变化全混合饲料青贮发酵和化学成分的影响
Pub Date : 2024-08-09 DOI: 10.3390/agriculture14081319
Ronnie Coêlho de Andrade, M. A. O. Orrico Junior, Yara América da Silva, Marciana Retore, T. Fernandes, Ana Carolina Amorim Orrico, F. M. V. Vargas Junior, Isabele Paola de Oliveira Amaral
Monensin and essential oils have antimicrobial properties that may impact silage fermentation. The present study was divided into two trials to evaluate the effects of monensin (MON) and essential limonene oils (ELO) as additives in the ensiling of total mixed ration (TMR). In the first assay, TMR was tested with sheep in growth (65% dry matter—DM) using the following treatments: control (no additive), MON35 (35 mg of monensina per kg of DM), MON45 (45 mg of monensina per kg of DM), ELO300 (300 mg of essential limonene oil per kg of DM), and ELO600 (600 mg of essential limonene oil per kg of DM). In the second assay, the same treatments were used in TMR for lactating cows under two moisture conditions (30% and 40% DM). The parameters assessed included fermentative losses, short-chain fatty acid profiles, aerobic stability (hours needed for silage to reach 2 °C above ambient), chemical composition, and in vitro DM digestibility of the silages. Treatment averages were compared using the Scott–Knott test at 5% significance. In the first assay, the treatments with ELO had the lowest (p < 0.05) pH values and the highest (p < 0.05) lactic acid concentrations, with treatment ELO600 leading to the highest (p < 0.05) aerobic stability (297.88 h). Only the starch contents of the ELO treatments were lower (p < 0.05) than the others. In the second assay, the silages with the highest moisture contents and ELO600 exhibited the lowest (p < 0.05) values of DM recovery, lactic acid, and pH. The highest (p < 0.05) lactic acid:acetic acid ratios were observed in the silages with the most moisture added with MON35 and MON45. The use of MON and ELO increased aerobic stability, with the highest (p < 0.05) values observed for ELO600 and MON35. The treatments with MON and ELO resulted in silages with the lowest (p < 0.05) fiber contents and highest ether extract and starch contents when compared with control. Thus, MON and essential oils improve fermentative quality but ELO should be used in lower doses in humid silages to avoid negative fermentation impacts.
莫能菌素和精油具有抗菌特性,可能会影响青贮发酵。本研究分为两项试验,以评估莫能菌素(MON)和柠檬香精油(ELO)作为添加剂在青贮全混合饲料(TMR)中的效果。在第一项试验中,绵羊在生长期(干物质含量为 65%-DM)对全混日粮进行了试验,试验采用了以下处理方法:对照组(无添加剂)、MON35(每公斤 DM 含 35 毫克莫能菌素)、MON45(每公斤 DM 含 45 毫克莫能菌素)、ELO300(每公斤 DM 含 300 毫克柠檬烯精油)和 ELO600(每公斤 DM 含 600 毫克柠檬烯精油)。在第二次试验中,在两种水分条件(30% 和 40% DM)下,将相同的处理方法用于泌乳奶牛的 TMR。评估的参数包括青贮饲料的发酵损失、短链脂肪酸概况、有氧稳定性(青贮饲料达到高于环境温度 2 °C 所需的时间)、化学成分和体外 DM 消化率。采用 Scott-Knott 检验法对各处理的平均值进行比较,显著性为 5%。在第一项检测中,ELO 处理的 pH 值最低(p < 0.05),乳酸浓度最高(p < 0.05),ELO600 处理的有氧稳定性最高(p < 0.05)(297.88 小时)。只有 ELO 处理的淀粉含量低于其他处理(p < 0.05)。在第二次试验中,水分含量最高的青贮饲料和 ELO600 的 DM 回收率、乳酸和 pH 值最低(p < 0.05)。在添加了 MON35 和 MON45 的青贮饲料中,水分含量最高的青贮饲料的乳酸醋酸比最高(p < 0.05)。使用 MON 和 ELO 增加了有氧稳定性,ELO600 和 MON35 的有氧稳定性值最高(p < 0.05)。与对照组相比,使用 MON 和 ELO 处理的青贮饲料纤维含量最低(p < 0.05),醚提取物和淀粉含量最高。因此,MON 和香精油可提高发酵质量,但在潮湿的青贮饲料中应使用较低剂量的 ELO,以避免对发酵产生负面影响。
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引用次数: 0
Early Monitoring of Maize Northern Leaf Blight Using Vegetation Indices and Plant Traits from Multiangle Hyperspectral Data 利用多角度高光谱数据中的植被指数和植物性状对玉米北方叶枯病进行早期监测
Pub Date : 2024-08-08 DOI: 10.3390/agriculture14081311
Anting Guo, Wenjiang Huang, Kun Wang, Binxiang Qian, Xiangzhe Cheng
Maize northern leaf blight (MNLB), characterized by a bottom-up progression, is a prevalent and damaging disease affecting maize growth. Early monitoring is crucial for timely interventions, thus mitigating yield losses. Hyperspectral remote sensing technology is an effective means of early crop disease monitoring. However, traditional single-angle vertical hyperspectral remote sensing methods face challenges in monitoring early MNLB in the lower part of maize canopy due to obstruction by upper canopy leaves. Therefore, we propose a multiangle hyperspectral remote sensing method for early MNLB monitoring. From multiangle hyperspectral data (−60° to 60°), we extracted and selected vegetation indices (VIs) and plant traits (PTs) that show significant differences between healthy and diseased maize samples. Our findings indicate that besides structural PTs (LAI and FIDF), other PTs like Cab, Car, Anth, Cw, Cp, and CBC show strong disease discrimination capabilities. Using these selected features, we developed a disease monitoring model with the random forest (RF) algorithm, integrating VIs and PTs (PTVI-RF). The results showed that PTVI-RF outperformed models based solely on VIs or PTs. For instance, the overall accuracy (OA) of the PTVI-RF model at 0° was 80%, which was 4% and 6% higher than models relying solely on VIs and PTs, respectively. Additionally, we explored the impact of viewing angles on model accuracy. The results show that compared to the accuracy at the nadir angle (0°), higher accuracy is obtained at smaller off-nadir angles (±10° to ±30°), while lower accuracy is obtained at larger angles (±40° to ±60°). Specifically, the OA of the PTVI-RF model ranges from 80% to 88% and the Kappa ranges from 0.6 to 0.76 at ±10° to ±30°, with the highest accuracy at −10° (OA = 88%, Kappa = 0.76). In contrast, the OA ranges from 72% to 80% and the Kappa ranges from 0.44 to 0.6 at ±40° to ±60°. In conclusion, this research demonstrates that PTVI-RF, constructed by fusing VIs and PTs extracted from multiangle hyperspectral data, can effectively monitor early MNLB. This provides a basis for the early prevention and control of MNLB and offers a valuable reference for early monitoring crop diseases with similar bottom-up progression.
玉米北方叶枯病(MNLB)的特点是自下而上的发展过程,是一种影响玉米生长的普遍性、破坏性病害。早期监测对于及时干预从而减少产量损失至关重要。高光谱遥感技术是早期作物病害监测的有效手段。然而,传统的单角度垂直高光谱遥感方法由于受到玉米冠层上部叶片的阻碍,在监测玉米冠层下部的早期 MNLB 方面面临挑战。因此,我们提出了一种多角度高光谱遥感方法来监测早期 MNLB。从多角度高光谱数据(-60° 至 60°)中,我们提取并筛选出了植被指数(VIs)和植物性状(PTs),这些植被指数和植物性状在健康玉米样本和病害玉米样本之间存在显著差异。我们的研究结果表明,除了结构性 PTs(LAI 和 FIDF)外,其他 PTs(如 Cab、Car、Anth、Cw、Cp 和 CBC)也具有很强的病害鉴别能力。利用这些选定的特征,我们用随机森林(RF)算法开发了一个疾病监测模型,并将 VI 和 PT 整合在一起(PTVI-RF)。结果表明,PTVI-RF 优于仅基于 VI 或 PT 的模型。例如,PTVI-RF 模型在 0° 时的总体准确率(OA)为 80%,分别比仅依赖 VI 和 PT 的模型高出 4% 和 6%。此外,我们还探讨了观察角度对模型准确性的影响。结果表明,与天顶角度(0°)的准确性相比,较小的偏离天顶角度(±10°至±30°)的准确性更高,而较大角度(±40°至±60°)的准确性较低。具体来说,PTVI-RF 模型在 ±10° 至 ±30° 范围内的 OA 为 80% 至 88%,Kappa 为 0.6 至 0.76,在 -10° 时准确度最高(OA = 88%,Kappa = 0.76)。相比之下,在 ±40° 至 ±60° 时,OA 为 72% 至 80%,Kappa 为 0.44 至 0.6。总之,这项研究表明,通过融合从多角度高光谱数据中提取的 VI 和 PT 而构建的 PTVI-RF 可以有效监测早期 MNLB。这为早期预防和控制 MNLB 提供了依据,并为早期监测具有类似自下而上发展过程的作物病害提供了有价值的参考。
{"title":"Early Monitoring of Maize Northern Leaf Blight Using Vegetation Indices and Plant Traits from Multiangle Hyperspectral Data","authors":"Anting Guo, Wenjiang Huang, Kun Wang, Binxiang Qian, Xiangzhe Cheng","doi":"10.3390/agriculture14081311","DOIUrl":"https://doi.org/10.3390/agriculture14081311","url":null,"abstract":"Maize northern leaf blight (MNLB), characterized by a bottom-up progression, is a prevalent and damaging disease affecting maize growth. Early monitoring is crucial for timely interventions, thus mitigating yield losses. Hyperspectral remote sensing technology is an effective means of early crop disease monitoring. However, traditional single-angle vertical hyperspectral remote sensing methods face challenges in monitoring early MNLB in the lower part of maize canopy due to obstruction by upper canopy leaves. Therefore, we propose a multiangle hyperspectral remote sensing method for early MNLB monitoring. From multiangle hyperspectral data (−60° to 60°), we extracted and selected vegetation indices (VIs) and plant traits (PTs) that show significant differences between healthy and diseased maize samples. Our findings indicate that besides structural PTs (LAI and FIDF), other PTs like Cab, Car, Anth, Cw, Cp, and CBC show strong disease discrimination capabilities. Using these selected features, we developed a disease monitoring model with the random forest (RF) algorithm, integrating VIs and PTs (PTVI-RF). The results showed that PTVI-RF outperformed models based solely on VIs or PTs. For instance, the overall accuracy (OA) of the PTVI-RF model at 0° was 80%, which was 4% and 6% higher than models relying solely on VIs and PTs, respectively. Additionally, we explored the impact of viewing angles on model accuracy. The results show that compared to the accuracy at the nadir angle (0°), higher accuracy is obtained at smaller off-nadir angles (±10° to ±30°), while lower accuracy is obtained at larger angles (±40° to ±60°). Specifically, the OA of the PTVI-RF model ranges from 80% to 88% and the Kappa ranges from 0.6 to 0.76 at ±10° to ±30°, with the highest accuracy at −10° (OA = 88%, Kappa = 0.76). In contrast, the OA ranges from 72% to 80% and the Kappa ranges from 0.44 to 0.6 at ±40° to ±60°. In conclusion, this research demonstrates that PTVI-RF, constructed by fusing VIs and PTs extracted from multiangle hyperspectral data, can effectively monitor early MNLB. This provides a basis for the early prevention and control of MNLB and offers a valuable reference for early monitoring crop diseases with similar bottom-up progression.","PeriodicalId":503580,"journal":{"name":"Agriculture","volume":"29 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141928693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Disparity in Water Distribution within Irrigation Systems Aimed at Improving the Conflict Domain under Alternative Perspectives: A Reliable Multi-Objective Framework 在灌溉系统内加强配水的不均衡性,旨在改善替代视角下的冲突领域:可靠的多目标框架
Pub Date : 2024-08-08 DOI: 10.3390/agriculture14081316
Moudi Mahdi
In general, decision makers in irrigation systems prioritize the cultivation of diverse crops to ensure sufficient food supply and maximize economic profit, while overlooking ecological resilience. This study proposes a novel reliable multi-objective framework designed to minimize disparities in water distribution between multi-crops, thereby addressing conflicts related to irrigation timing and distribution space. To assess the feasibility of the proposed model, a reliability evaluation technique is employed to examine the conflict ratio of the water distribution policy corresponding to constraints concerning the available water and the water allocated to various crops (C-value). Next, to evaluate the reliable optimal multi-objective model, we examined the disparity of water distribution among four crops—fodder, watermelon, wheat, and grape—cultivated in three sub-areas of the Zayandehroud watershed, a watershed experiencing water shortage in the center of the Iranian plateau. Subsequently, given the overlooking of water conservation policies, this study investigates the impact of alternative perspectives on the disparity of water distribution and the conflict domain. The final results indicate that grapes exhibit lower sensitivity to water consumption, whereas watermelon is the most sensitive. In terms of the conflict domain, the city of Lenjanat recorded the least sensitivity.
一般来说,灌溉系统的决策者会优先考虑种植多种作物,以确保充足的粮食供应和最大化经济利润,但却忽略了生态恢复能力。本研究提出了一个新颖可靠的多目标框架,旨在最大限度地减少多种作物之间的配水差异,从而解决与灌溉时间和配水空间相关的冲突。为了评估所提模型的可行性,采用了可靠性评价技术来检验与可用水量和分配给不同作物的水量(C 值)的约束条件相对应的配水政策的冲突率。接下来,为了评估可靠的多目标最优模型,我们考察了扎扬德赫鲁德流域三个分区中四种作物--饲料、西瓜、小麦和葡萄--的配水差异,扎扬德赫鲁德流域是伊朗高原中部一个缺水的流域。随后,考虑到水资源保护政策被忽视,本研究调查了其他观点对水资源分配差异和冲突领域的影响。最终结果表明,葡萄对耗水量的敏感度较低,而西瓜的敏感度最高。在冲突领域,伦贾纳特市的敏感度最低。
{"title":"Enhancing Disparity in Water Distribution within Irrigation Systems Aimed at Improving the Conflict Domain under Alternative Perspectives: A Reliable Multi-Objective Framework","authors":"Moudi Mahdi","doi":"10.3390/agriculture14081316","DOIUrl":"https://doi.org/10.3390/agriculture14081316","url":null,"abstract":"In general, decision makers in irrigation systems prioritize the cultivation of diverse crops to ensure sufficient food supply and maximize economic profit, while overlooking ecological resilience. This study proposes a novel reliable multi-objective framework designed to minimize disparities in water distribution between multi-crops, thereby addressing conflicts related to irrigation timing and distribution space. To assess the feasibility of the proposed model, a reliability evaluation technique is employed to examine the conflict ratio of the water distribution policy corresponding to constraints concerning the available water and the water allocated to various crops (C-value). Next, to evaluate the reliable optimal multi-objective model, we examined the disparity of water distribution among four crops—fodder, watermelon, wheat, and grape—cultivated in three sub-areas of the Zayandehroud watershed, a watershed experiencing water shortage in the center of the Iranian plateau. Subsequently, given the overlooking of water conservation policies, this study investigates the impact of alternative perspectives on the disparity of water distribution and the conflict domain. The final results indicate that grapes exhibit lower sensitivity to water consumption, whereas watermelon is the most sensitive. In terms of the conflict domain, the city of Lenjanat recorded the least sensitivity.","PeriodicalId":503580,"journal":{"name":"Agriculture","volume":"31 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141925668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Balanced Nitrogen Reduction for Improved Grain Yield and Eating Quality in Mechanically Transplanted Hybrid Indica Rice 平衡减氮以提高机械插秧杂交籼稻的谷物产量和食用品质
Pub Date : 2024-08-08 DOI: 10.3390/agriculture14081313
Ming-Jin Jiang, Wen-Bo Xu, Li-jiang Li, Jia-Feng Zhang, Rong-Ji Wang, Guang-Mei Ji, Dan-Qiu Luo, Xue-Hai Jiang, Jin-Yu Tian, Min Li
Excessive nitrogen application may adversely impact grain yield and quality of rice. This study aimed to evaluate the impact of several nitrogen-reduction strategies on the grain yield and quality of mechanically transplanted hybrid indica rice. Field experiments were performed in 2020 and 2021 using Yixiangyou2115 and Fyou498. The research investigated variations in grain yield and quality of rice under different nitrogen-reduction strategies, including NR1, balanced N reduction; NR2, N reduction in basal fertilizer; NR3, N reduction in tillering fertilizer; and NR4, N reduction in earing fertilizer, compared to the conventional nitrogen application for high-yield cultivation (CK). Compared to CK, the grain yield of rice decreased by 1.63% to 19.71% under nitrogen-reduction strategies. Relative to NR3 and NR4, NR1 and NR2 exhibited an increase in grain yield ranging from 1.81% to 22.51%, attributed to increases in panicle number (0.61% to 13.19%) and spikelet number per panicle (1.60% to 12.28%). Meanwhile, NR1 and NR2 also had relatively high LAI and dry matter accumulation in rice plants at maturity. Compared to CK, NR1 and NR2 improved the processing quality of rice grain, while NR3 and NR4 resulted in reduced processing quality. The chalkiness rate and chalkiness degree of rice under the NR1, NR3, and NR4 treatments were reduced by 2.97% to 23.73% and 3.35% to 52.49%, respectively, in comparison to CK. Additionally, the NR1 and NR4 treatments were linked to an increase in taste value by 1.44% to 3.66% and gel consistency by 13.87% to 46.01% relative to CK. These findings suggest that balanced nitrogen reduction can maintain a high yield while improving the appearance and eating quality of mechanically transplanted hybrid indica rice. This study offers a theoretical basis for rational nitrogen reduction and high-quality cultivation in rice.
过量施氮可能会对水稻的产量和品质产生不利影响。本研究旨在评估几种减氮策略对机插杂交籼稻产量和品质的影响。2020 年和 2021 年,使用宜香优 2115 和福优 498 进行了田间试验。与常规施氮高产栽培(CK)相比,研究了不同减氮策略(NR1,平衡减氮;NR2,基肥减氮;NR3,分蘖肥减氮和NR4,穗肥减氮)下水稻产量和品质的变化。与 CK 相比,减氮策略下的水稻籽粒产量减少了 1.63% 至 19.71%。与 NR3 和 NR4 相比,NR1 和 NR2 的谷物产量增加了 1.81% 至 22.51%,这归因于圆锥花序数(0.61% 至 13.19%)和每圆锥花序小穗数(1.60% 至 12.28%)的增加。与此同时,NR1 和 NR2 成熟时的 LAI 和干物质积累也相对较高。与 CK 相比,NR1 和 NR2 提高了稻谷的加工品质,而 NR3 和 NR4 则降低了加工品质。与 CK 相比,NR1、NR3 和 NR4 处理的稻米垩白率和垩白度分别降低了 2.97% 至 23.73%,以及 3.35% 至 52.49%。此外,与 CK 相比,NR1 和 NR4 处理的口感值提高了 1.44% 至 3.66%,凝胶稠度提高了 13.87% 至 46.01%。这些研究结果表明,均衡减氮可以保持高产,同时改善机插杂交籼稻的外观和食用品质。这项研究为水稻的合理减氮和优质栽培提供了理论依据。
{"title":"Balanced Nitrogen Reduction for Improved Grain Yield and Eating Quality in Mechanically Transplanted Hybrid Indica Rice","authors":"Ming-Jin Jiang, Wen-Bo Xu, Li-jiang Li, Jia-Feng Zhang, Rong-Ji Wang, Guang-Mei Ji, Dan-Qiu Luo, Xue-Hai Jiang, Jin-Yu Tian, Min Li","doi":"10.3390/agriculture14081313","DOIUrl":"https://doi.org/10.3390/agriculture14081313","url":null,"abstract":"Excessive nitrogen application may adversely impact grain yield and quality of rice. This study aimed to evaluate the impact of several nitrogen-reduction strategies on the grain yield and quality of mechanically transplanted hybrid indica rice. Field experiments were performed in 2020 and 2021 using Yixiangyou2115 and Fyou498. The research investigated variations in grain yield and quality of rice under different nitrogen-reduction strategies, including NR1, balanced N reduction; NR2, N reduction in basal fertilizer; NR3, N reduction in tillering fertilizer; and NR4, N reduction in earing fertilizer, compared to the conventional nitrogen application for high-yield cultivation (CK). Compared to CK, the grain yield of rice decreased by 1.63% to 19.71% under nitrogen-reduction strategies. Relative to NR3 and NR4, NR1 and NR2 exhibited an increase in grain yield ranging from 1.81% to 22.51%, attributed to increases in panicle number (0.61% to 13.19%) and spikelet number per panicle (1.60% to 12.28%). Meanwhile, NR1 and NR2 also had relatively high LAI and dry matter accumulation in rice plants at maturity. Compared to CK, NR1 and NR2 improved the processing quality of rice grain, while NR3 and NR4 resulted in reduced processing quality. The chalkiness rate and chalkiness degree of rice under the NR1, NR3, and NR4 treatments were reduced by 2.97% to 23.73% and 3.35% to 52.49%, respectively, in comparison to CK. Additionally, the NR1 and NR4 treatments were linked to an increase in taste value by 1.44% to 3.66% and gel consistency by 13.87% to 46.01% relative to CK. These findings suggest that balanced nitrogen reduction can maintain a high yield while improving the appearance and eating quality of mechanically transplanted hybrid indica rice. This study offers a theoretical basis for rational nitrogen reduction and high-quality cultivation in rice.","PeriodicalId":503580,"journal":{"name":"Agriculture","volume":"26 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141926405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Agriculture
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