Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images

Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images

Phenology has become a field of growing importance due to the increasingly apparent impacts of climate change. However, the time-consuming, subjective and tedious nature of traditional human field observations have hindered the development of large-scale phenology networks. Such networks are rare an...

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Bibliographic Details
Main Authors: David L. P. Correia, Wassim Bouachir, David Gervais, Deepa Pureswaran, Daniel D. Kneeshaw, Louis De Grandpre
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Balsam fir
black spruce
computer vision
convolutional neural network
deep learning
forest ecology
Online Access:https://ieeexplore.ieee.org/document/8954712/

Internet

https://ieeexplore.ieee.org/document/8954712/

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