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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Bibliographic Details
Published in:	Frontiers in plant science Vol. 12; p. 658621
Main Authors:	Sarkar, Sayantan, Ramsey, A. Ford, Cazenave, Alexandre-Brice, Balota, Maria
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media SA 18.06.2021 Frontiers Media S.A
Subjects:	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
Online Access:	Get full text
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