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An automatic classification method for mapping Martian landforms
Earth and Space: From Infrared to Terahertz (ESIT 2022), 2023Qin Lu +5 more
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AN EXPERIMENT OF AUTOMATIC CLASSIFICATION AND MAPPING OF THE LANDFORMS OF THE YAMAL PENINSULA
SGEM International Multidisciplinary Scientific GeoConference� EXPO ProceedingsThis study investigates the potential of automated geomorphological mapping using geomorphometric analysis and machine learning on the Yamal Peninsula, Russia. The research aims to classify landforms based solely on geomorphometric characteristics, bypassing traditional manual interpretation of aerial imagery and digital elevation models (DEMs).
Sergey Kharchenko, Sergey Kharchenko
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Deep learning of DEM image texture for landform classification in the Shandong area, China
Frontiers of Earth Science, 2021Yue-xue Xu, Hong-chun Zhu, Hai-ying Liu
exaly
Automated classification of landform elements using object-based image analysis
Geomorphology, 2006Lucian Dragut, Thomas Blaschke
exaly
MACHINE LEARNING APPROACH TO COASTAL LANDFORM CLASSIFICATION
Geological Society of America Abstracts with Programs, 2018Jacob Lehner +2 more
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