2022
DOI: 10.1080/23311932.2022.2118650
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Leaf spot disease of groundnut: A review of existing research on management strategies

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Cited by 13 publications
(12 citation statements)
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“…Our review of the relevant literature shows that there is currently no standard image dataset of groundnut leaves in terms of size and images, etc. Therefore, we believe it is critical to create and disseminate such a dataset to promote study of plant disease detection using machine learning [3] . In the opinion of many leading experts in the field of machine learning, the benefits of this field have not yet been fully exploited for societal goods like healthcare and agriculture.…”
Section: Objectivementioning
confidence: 99%
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“…Our review of the relevant literature shows that there is currently no standard image dataset of groundnut leaves in terms of size and images, etc. Therefore, we believe it is critical to create and disseminate such a dataset to promote study of plant disease detection using machine learning [3] . In the opinion of many leading experts in the field of machine learning, the benefits of this field have not yet been fully exploited for societal goods like healthcare and agriculture.…”
Section: Objectivementioning
confidence: 99%
“…As its name suggests, cercospora arachidicola , the fungus responsible for early leaf spot, manifests itself early on in the crop's development after planting. Lesions on the underside of a leaf are typically a lighter shade of brown, and they are surrounded by a yellow halo [3] . During wet seasons, disease tends to spread rapidly.…”
Section: Data Descriptionmentioning
confidence: 99%
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“…Late leaf spot (LLS) is the most damaging foliar diseases of groundnut (Arachis hypogaea L.) which considerably limits its production worldwide compared to the early leaf spot. The effect of late leaf spot and early leaf spot can lead to up to 70% yield loss under severe conditions [10]. Late leaf spot can occur in all groundnut growing regions [11] [12].…”
Section: Introductionmentioning
confidence: 99%
“…Globally current methods to treat leaf spot include cultural control, chemical control, the use of antagonistic organisms, and host plant resistance. These areas unabatedly continue to be an active research area, and current information on their efficacy will continuously be available [10]. Accurate spa-tio-temporal weather information is crucial as [23] for disease management.…”
Section: Introductionmentioning
confidence: 99%