Peanut Leaf Wilting Estimation From RGB Color Indices and Logistic Models

Peanut ( Arachis hypogaea L.) is an important crop for United States agriculture and worldwide. Low soil moisture is a major constraint for production in all peanut growing regions with negative effects on yield quantity and quality. Leaf wilting is a visual symptom of low moisture stress used in br...

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Vydáno v:	Frontiers in plant science Ročník 12; s. 658621
Hlavní autoři:	Sarkar, Sayantan, Ramsey, A. Ford, Cazenave, Alexandre-Brice, Balota, Maria
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Switzerland Frontiers Media SA 18.06.2021 Frontiers Media S.A
Témata:	Agricultural production Biomass Breeding Color imagery Corn Crops Digital cameras Drought high-throughput phenotyping Irrigation Leaves Legumes logistic regression Logit models machine learning Moisture stress peanut leaf wilting Peanuts Photogrammetry Plant Science Precipitation Regression models Remote sensing RGB color space indices Saturation (color) Seeds Senescence Soil moisture Soil stresses Sorghum Unmanned aerial vehicles Vegetation Vegetation index Water Water shortages Wilting United States > US Virginia peanut leaf wilting RGB color space indices logistic regression machine learning high-throughput phenotyping
ISSN:	1664-462X, 1664-462X
On-line přístup:	Získat plný text
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