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Frontier technologies like molecular diagnostics, remote sensing, artificial intelligence (AI), precision agriculture, nanotechnology, biotechnological approaches, and biological control, are advancing plant nematode diagnostics and management. Molecular methods like isothermal amplification, high-throughput sequencing, PCR, and CRISPR/Cas12a, improve detection accuracy. The evidence leans toward remote sensing and AI enhancing large-scale monitoring and automation. Genetic engineering and new nematicides offer sustainable nematode management. There is ongoing debate about the environmental impact of new nematicides, balancing efficacy and safety, cost-effectiveness, and scalability of some advanced techniques.

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Plant Parasitic Nematodes—Diagnosis and Management: An Overview

  • 章节

  • 发表日期：

    2026年

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  • Reddy P. Parvatha

摘要

Frontier technologies like molecular diagnostics, remote sensing, artificial intelligence (AI), precision agriculture, nanotechnology, biotechnological approaches, and biological control, are advancing plant nematode diagnostics and management. Molecular methods like isothermal amplification, high-throughput sequencing, PCR, and CRISPR/Cas12a, improve detection accuracy. The evidence leans toward remote sensing and AI enhancing large-scale monitoring and automation. Genetic engineering and new nematicides offer sustainable nematode management. There is ongoing debate about the environmental impact of new nematicides, balancing efficacy and safety, cost-effectiveness, and scalability of some advanced techniques.