Boundary Detection of Dispersal Impact Craters Based on Morphological Characteristics Using Lunar Digital Elevation Model

被引:23
|
作者
Liu, Danyang [1 ,2 ]
Chen, Min [1 ,2 ]
Qian, Kejian [3 ]
Lei, Mengling [1 ,2 ]
Zhou, Yi [4 ]
机构
[1] Nanjing Normal Univ, Key Lab Virtual Geog Environm, Minist Educ, Nanjing 210023, Jiangsu, Peoples R China
[2] Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Jiangsu, Peoples R China
[3] Suzhou SuperEngine Graph Software Tech Dev Co Ltd, Suzhou 215000, Peoples R China
[4] Shaanxi Normal Univ, Coll Tourism & Environm, Xian 710119, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Crater detection algorithm (CDA); digital elevation model (DEM); dispersal impact crater; terrain analysis method; DETECTION ALGORITHM; IMAGES; MARS; CARTOGRAPHY; MACHINE; CATALOG;
D O I
10.1109/JSTARS.2017.2749403
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Lunar impact craters are the most typical geomorphic unit found on the moon and are of great significance for the study of terrain features. Currently, mostmainstream detection algorithms for lunar impact craters represent craters as circles, but these methods counter difficulty in expressing the real shapes in an accurate manner. It is difficult to conduct an advanced analysis, such as characteristic and spatial heterogeneity analyses of the lunar surface. The lunar terrain characteristics were analyzed using dispersal impact craters as the object, and a dispersal crater detection algorithm (CDA) based on a digital elevation model (DEMbased CDA) was proposed. By analyzing the surface catchment, the impact crater can be treated as a closed basin structure. The raw impact crater region is detected using watershed algorithm. This algorithm can detect the real boundaries of an impact crater based on the actual terrain. Several morphological factors, such as posture ratio and rectangle factor, are used to filter the raw impact crater regions. A suborbicular raw impact crater region is treated as the desired result after the elimination of false impact craters. For the remaining raw impact crater regions, terrain profile analysis is applied to accurately identify the boundaries of impact craters. The DEM data produced from the Chang'E-2 imagery and LRO laser altimeter data (20 and 60 m) are used in verification. The results show that the impact crater boundaries with real terrain characteristics can be effectively expressed and used in further exploration.
引用
收藏
页码:5632 / 5646
页数:15
相关论文
共 50 条
  • [31] IMPACT OF ERRORS OF DIGITAL ELEVATION MODEL FOR ASSESSMENT OF FLOOD HAZARD, BASED ON HYDRAULIC MODELING
    Szwagrzyk, Marcin
    Slizewski, Bartosz
    Kramarczyk, Mateusz
    Szczesniak, Michal
    Adamaszek, Paulina
    ACTA SCIENTIARUM POLONORUM-FORMATIO CIRCUMIECTUS, 2016, 15 (04) : 321 - 329
  • [32] Topographic knowledge-aware network for automatic small-scale impact crater detection from lunar digital elevation models
    Juntao, Yang
    Shuowei, Zhang
    Lin, Li
    Zhizhong, Kang
    Yuechao, Ma
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 129
  • [33] Peak extraction and classification from digital elevation models based on the relationship between morphological characteristics and spatial position
    Ming-wei Zhao
    Yue Fang
    Can-can Yang
    Xiao-xiao Ju
    Xiao-li Huang
    Ling Jiang
    Chun Wang
    Yan Xu
    Journal of Mountain Science, 2023, 20 : 2015 - 2028
  • [34] Peak extraction and classification from digital elevation models based on the relationship between morphological characteristics and spatial position
    ZHAO Ming-wei
    FANG Yue
    YANG Can-can
    JU Xiao-xiao
    HUANG Xiao-li
    JIANG Ling
    WANG Chun
    XU Yan
    Journal of Mountain Science, 2023, 20 (07) : 2015 - 2028
  • [35] Peak extraction and classification from digital elevation models based on the relationship between morphological characteristics and spatial position
    Zhao, Ming-wei
    Fang, Yue
    Yang, Can-can
    Ju, Xiao-xiao
    Huang, Xiao-li
    Jiang, Ling
    Wang, Chun
    Xu, Yan
    JOURNAL OF MOUNTAIN SCIENCE, 2023, 20 (07) : 2015 - 2028
  • [36] A CLUSTERING BASED AUTOMATED GLACIER SEGMENTATION SCHEME USING DIGITAL ELEVATION MODEL
    Gilani, Syed Zulqarnain
    Rao, Naveed Iqbal
    2009 DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA 2009), 2009, : 277 - 284
  • [37] ELCD: Efficient Lunar Crater Detection Based on Attention Mechanisms and Multiscale Feature Fusion Networks from Digital Elevation Models
    Fan, Lili
    Yuan, Jiabin
    Zha, Keke
    Wang, Xunan
    REMOTE SENSING, 2022, 14 (20)
  • [38] Analysis of the Topographic Roughness of the Moon Using the Wavelet Leaders Method and the Lunar Digital Elevation Model From the Lunar Orbiter Laser Altimeter and SELENE Terrain Camera
    Lemelin, M.
    Daly, M. G.
    Deliege, A.
    JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS, 2020, 125 (01)
  • [39] Watershed Characteristics Extraction and Subsequent Terrain Analysis Based on Digital Elevation Model in Flat Region
    Zhang, Shanghong
    Zhao, Bohua
    Erdun, E.
    JOURNAL OF HYDROLOGIC ENGINEERING, 2014, 19 (11)
  • [40] Radar shadow detection in synthetic aperture radar images using digital elevation model and projections
    Prasath, V. B. Surya
    Haddad, Oussama
    JOURNAL OF APPLIED REMOTE SENSING, 2014, 8