Using Convolutional Neural Networks for Detection and Morphometric Analysis of Carolina Bays from Publicly Available Digital Elevation Models

Using Convolutional Neural Networks for Detection and Morphometric Analysis of Carolina Bays from Publicly Available Digital Elevation Models

Carolina Bays are oriented and sandy-rimmed depressions that are ubiquitous throughout the Atlantic Coastal Plain (ACP). Their origin has been a highly debated topic since the 1800s and remains unsolved. Past population estimates of Carolina Bays have varied vastly, ranging between as few as 10,000...

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Bibliographic Details
Main Authors: Mark A. Lundine, Arthur C. Trembanis
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
Faster R-CNN
Mask R-CNN
object detection
Atlantic Coastal Plain
k-means classifier
multi-scale detection
Online Access:https://www.mdpi.com/2072-4292/13/18/3770

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