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An automatic classification method for mapping Martian landforms

Earth and Space: From Infrared to Terahertz (ESIT 2022), 2023
Qin Lu   +5 more
openaire   +1 more source

AN EXPERIMENT OF AUTOMATIC CLASSIFICATION AND MAPPING OF THE LANDFORMS OF THE YAMAL PENINSULA

SGEM International Multidisciplinary Scientific GeoConference� EXPO Proceedings
This 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
openaire   +1 more source

Deep learning of DEM image texture for landform classification in the Shandong area, China

Frontiers of Earth Science, 2021
Yue-xue Xu, Hong-chun Zhu, Hai-ying Liu
exaly  

A Fine-Grained Genetic Landform Classification Network Based on Multimodal Feature Extraction and Regional Geological Context

IEEE Transactions on Geoscience and Remote Sensing, 2022
Shubing, Weitao Chen, Yusen Dong
exaly  

Landform classification using topography position index (case study: salt dome of Korsia-Darab plain, Iran)

Modeling Earth Systems and Environment, 2015
Marzieh Mokarram   +2 more
exaly  

MACHINE LEARNING APPROACH TO COASTAL LANDFORM CLASSIFICATION

Geological Society of America Abstracts with Programs, 2018
Jacob Lehner   +2 more
openaire   +1 more source

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