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Published in 2020 at "Remote Sensing Letters"
DOI: 10.1080/2150704x.2020.1802528
Abstract: ABSTRACT Forest and urban tree inventory measurements are increasingly adopting Remote Sensing (RS) techniques due to the accurate and rapid estimates available compared to conventional methods. The focus of this study is to assess the…
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Keywords:
breast height;
azure kinect;
microsoft azure;
diameter breast ... See more keywords
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Published in 2020 at "Forest Ecosystems"
DOI: 10.1186/s40663-020-00226-3
Abstract: Background Deep Learning Algorithms (DLA) have become prominent as an application of Artificial Intelligence (AI) Techniques since 2010. This paper introduces the DLA to predict the relationships between individual tree height (ITH) and the diameter…
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Keywords:
diameter breast;
tree height;
breast height;
height ... See more keywords
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Published in 2021 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2021.651729
Abstract: Increasing productivity and tolerance against cypress canker disease is an important goal in the Mexican white cypress breeding program in New Zealand, and screening has been in place since 1983. Cypress canker disease is caused…
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Keywords:
new zealand;
canker;
canker severity;
diameter breast ... See more keywords
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1
Published in 2021 at "Forests"
DOI: 10.3390/f12050582
Abstract: Machine learning techniques (ML) have gained attention in precision agriculture practices since they efficiently address multiple applications, like estimating the growth and yield of trees in forest plantations. The combination between ML algorithms and spectral…
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Keywords:
breast height;
total height;
machine;
diameter breast ... See more keywords