植物病理学和病害从一种新的文献计量方法

IF 3.4 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Shan Chen , Junsha Wang , Nanxi Xie , Kailin Chen , Yuanzhao Ding
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引用次数: 0

摘要

植物病理学的研究对植物健康和农业具有重要意义。这些疾病影响生态系统和农业,因此需要深入研究。本文介绍了一种新的文献计量分析方法,提供了一个全面的观点,目前的研究景观,不同于传统的工具,如VOSviewer。该分析确定了关键的研究方向,如抗病性、病原体检测和治疗策略,同时也揭示了未来的机会,特别是在整合大数据和机器学习方面。这些技术通过提供预测能力、个性化治疗和主动解决方案,有望彻底改变植物病害管理。通过处理大量数据集并不断从新的输入中学习,机器学习模型可以增强早期检测和干预,从而在未来实现更可持续和有效的植物病害管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plant pathology and diseases from a novel bibliometric method
The study of plant pathology is of vital importance to plant health and agriculture. These diseases impact ecosystems and agriculture and therefore need to be studied in depth. This paper introduces a novel bibliometric analysis method, offering a comprehensive view of the current research landscape, distinct from traditional tools like VOSviewer. The analysis identifies key research directions such as disease resistance, pathogen detection, and treatment strategies while also uncovering future opportunities, especially in integrating big data and machine learning. These technologies promise to revolutionize plant disease management by providing predictive capabilities, personalized treatments, and proactive solutions. By processing vast datasets and continuously learning from new inputs, machine learning models can enhance early detection and intervention, leading to more sustainable and effective management of plant diseases in the future.
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来源期刊
Biocatalysis and agricultural biotechnology
Biocatalysis and agricultural biotechnology Agricultural and Biological Sciences-Agronomy and Crop Science
CiteScore
7.70
自引率
2.50%
发文量
308
审稿时长
48 days
期刊介绍: Biocatalysis and Agricultural Biotechnology is the official journal of the International Society of Biocatalysis and Agricultural Biotechnology (ISBAB). The journal publishes high quality articles especially in the science and technology of biocatalysis, bioprocesses, agricultural biotechnology, biomedical biotechnology, and, if appropriate, from other related areas of biotechnology. The journal will publish peer-reviewed basic and applied research papers, authoritative reviews, and feature articles. The scope of the journal encompasses the research, industrial, and commercial aspects of biotechnology, including the areas of: biocatalysis; bioprocesses; food and agriculture; genetic engineering; molecular biology; healthcare and pharmaceuticals; biofuels; genomics; nanotechnology; environment and biodiversity; and bioremediation.
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