New Approaches to Plant Pathogen Detection and Disease Diagnosis
2024
Cubero, Jaime | Zarco-Tejada, Pablo J. | Cuesta-Morrondo, Sara | Palacio-Bielsa, Ana | Navas Cortés, Juan Antonio | Sabuquillo Castrillo, María Pilar | Poblete, Tomás | Landa, Blanca B. | Garita-Cambronero, J. | Agencia Estatal de Investigación (España) | Ministerio de Ciencia, Innovación y Universidades (España) | European Commission | Cubero, Jaime [0000-0002-4314-857X] | Zarco-Tejada, Pablo J. [0000-0003-1433-6165] | Cuesta-Morrondo, Sara [0000-0002-8407-233X] | Palacio-Bielsa, Ana [0000-0002-3777-8612] | Navas Cortés, Juan Antonio [0000-0001-6480-1104] | Sabuquillo Castrillo, María Pilar [0000-0003-1900-9542] | Landa, Blanca B. [0000-0002-9511-3731] | Garita-Cambronero, J. [0000-0001-8055-0747] | Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
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Show more [+] Less [-]Detecting plant pathogens and diagnosing diseases are critical components of successful pest management. These key areas have undergone significant advancements driven by breakthroughs in molecular biology and remote sensing technologies within the realm of precision agriculture. Notably, nucleic acid amplification techniques, with recent emphasis on sequencing procedures, particularly next-generation sequencing, have enabled improved DNA or RNA amplification detection protocols that now enable previously unthinkable strategies aimed at dissecting plant microbiota, including the disease-causing components. Simultaneously, the domain of remote sensing has seen the emergence of cutting-edge imaging sensor technologies and the integration of powerful computational tools, such as machine learning. These innovations enable spectral analysis of foliar symptoms and specific pathogen-induced alterations, making imaging spectroscopy and thermal imaging fundamental tools for large-scale disease surveillance and monitoring. These technologies contribute significantly to understanding the temporal and spatial dynamics of plant diseases.
Show more [+] Less [-]Grant/Award Number: PID2021-123600OR Grant/Award Number: PRE2019-090846 Grant/Award Number: PTQ2021-011634 Horizon Europe Grant/Award Number: 101060593
Show more [+] Less [-]Peer reviewed
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