Identifying Leaf Phenology of Deciduous Broadleaf Forests from PhenoCam Images Using a Convolutional Neural Network Regression Method

Identifying Leaf Phenology of Deciduous Broadleaf Forests from PhenoCam Images Using a Convolutional Neural Network Regression Method

Vegetation phenology plays a key role in influencing ecosystem processes and biosphere-atmosphere feedbacks. Digital cameras such as PhenoCam that monitor vegetation canopies in near real-time provide continuous images that record phenological and environmental changes. There is a need to develop me...

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Bibliographic Details
Main Authors: Mengying Cao, Ying Sun, Xin Jiang, Ziming Li, Qinchuan Xin
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
leaf phenology
convolutional neural network regression
PhenoCam
image segmentation
green chromatic coordinate
Online Access:https://www.mdpi.com/2072-4292/13/12/2331

Internet

https://www.mdpi.com/2072-4292/13/12/2331

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