• Included in CSCD
  • Chinese Core Journals
  • Included in WJCI Report
  • Included in Scopus, CA, DOAJ, EBSCO, JST
  • The Key Magazine of China Technology
Turn off MathJax
Article Contents
ZHOU Wenlong, SONG Xiaoqing, LUO Ji, LI Huaibing, YANG Jiafang, ZHAO Shiqi, MO Guifen. Applied research on integrated 'Air-Ground-Cave' surveying of the World's Supercave, the Miao Chamber Cavern:A case study of the Ziyun Miao Chamber[J]. CARSOLOGICA SINICA. doi: 10.11932/karst2026y001
Citation: ZHOU Wenlong, SONG Xiaoqing, LUO Ji, LI Huaibing, YANG Jiafang, ZHAO Shiqi, MO Guifen. Applied research on integrated "Air-Ground-Cave" surveying of the World's Supercave, the Miao Chamber Cavern:A case study of the Ziyun Miao Chamber[J]. CARSOLOGICA SINICA. doi: 10.11932/karst2026y001

Applied research on integrated "Air-Ground-Cave" surveying of the World's Supercave, the Miao Chamber Cavern:A case study of the Ziyun Miao Chamber

doi: 10.11932/karst2026y001
  • Received Date: 2025-04-20
  • Accepted Date: 2025-12-29
  • Rev Recd Date: 2025-12-26
  • Available Online: 2026-06-23
  • As a world-class rare super cavern, the Ziyun Miao Chamber presents extraordinary challenges for traditional surveying techniques due to its vast spatial dimensions, intricate multi-level cave structures, and complex geological formations. To address the limitations of early exploration efforts, this study develops and implements an innovative integrated "air-ground-cave" surveying technology system. By synergizing advanced methodologies, including drone-based aerial photogrammetry, terrestrial laser scanning (TLS), and simultaneous localization and mapping (SLAM) technology, a comprehensive spatial data acquisition and multi-source data fusion framework was established. This system enabled, for the first time, high-precision, full-coverage 3D surveying and seamless registration of both surface karst landforms and multi-tiered underground cave networks within the Miao Chamber.The research outcomes, derived from technical summarization and extensive data analysis, yield the following key findings: (1) Data Correction and Spatial Referencing: Building upon the foundational 2014 Sino-British joint scientific survey, this study employed SLAM technology to rectify point cloud deviations from prior measurements of the Miao Chamber. By integrating real-time kinematic (RTK) positioning with the Qianxun Continuously Operating Reference Station (CORS) service, an absolute spatial reference framework was established for the entire cave system. This advancement not only enhances measurement accuracy but also provides reliable geo-spatial data for re-examining the developmental history and evolutionary mechanisms of the Miao Chamber. (2) Spatial Visualization and Geomorphological Analysis: Utilizing the fused and registered 3D spatial datasets, point cloud slicing analysis tools were applied to generate intuitive visualizations of the positional relationships between surface karst features and multi-level subterranean caves. These analyses reveal critical spatial correlations and composite geomorphological patterns, offering new insights into the formation processes of this world-class super cavern. The findings highlight the co-evolutionary dynamics between the Miao Chamber and the overlying karst landscape, driven by long-term hydrological and tectonic interactions. (3) Technological Advancements in Cave Surveying: The integrated "air-ground-cave" surveying approach effectively overcomes the constraints of traditional techniques in exploring giant cave systems. By combining aerial, terrestrial, and underground data acquisition methods, this system achieves highly accurate 3D reconstructions of surface topography and subterranean structures. The methodology not only enhances surveying accuarcy but also sets a benchmark for future explorations of similar large-scale karst environments. (4) Structural Controls and Hydrological Pathways: Geological investigations demonstrate that the development of the Miao Chamber is predominantly governed by four sets of hierarchically organized joints with varying orientations. Current structural assessments indicate that the cave system remains in a relatively stable state. Paleo-hydrological evidence suggests that ancient surface flows were divided into at least two distinct pathways (Zhongdong and Xiaochuandong). Modern surface runoff continues to recharge the underground system through karst conduits and fractures, sustaining the dynamic interplay between surface and subsurface processes. (5) Paradigm for Future Cave Exploration: The successful application of the integrated "air-ground-cave" surveying technology system in the Ziyun Miao Chamber establishes a pioneering framework for 3D spatial measurements of giant subterranean spaces and complex geological structures. This methodology not only enhances scientific understanding of karst systems but also provides a replicable model for global cave exploration, particularly in regions with similar geomorphological and hydrological conditions.In conclusion, this study advances the field of karst geomorphology by delivering a high-precision, multi-dimensional surveying solution for super caves. The findings contribute to a deeper comprehension of cave formation mechanisms, structural stability, and hydrological connectivity, while the developed techniques offer transformative potential for future research and exploration in subterranean environments worldwide.

     

  • loading
  • [1]
    2014-09-28]. https://www.nationalgeographic.com/news/2014/9/140927-largest-cave-china-exploration-science/.
    [2]
    Klein, Andrew. Hidden Worlds[G]. Science World, 2015, 71 (8): 16-19.
    [3]
    Barbary J P, Bottazzi J, Collignon B, Zhang D C, Maire R, Moudoud J L, Chen S C. Karstologia Mémoires N°4 Année 1991 GEBIHE 89, Chapitre 2: Le système de la rivière Gebihe (Ziyun, Guizhou) [R]. 1991: 42-54.
    [4]
    https://www.nationalgeographic.com/china-caves/supercave-iframe/iframe.html.
    [5]
    张远海, 朱德浩. 中国大型岩溶洞穴空间分布及演变规律[J]. 桂林理工大学学报, 2012, 32(1): 20-28. doi: 10.3969/j.issn.1674-9057.2012.01.003

    Zhang Yuanhai, Zhu Dehao. Large karst caves distribution and development in China[J]. Journal of Guilin University of Technology, 2012, 32(1): 20-28. doi: 10.3969/j.issn.1674-9057.2012.01.003
    [6]
    周文龙, JeanBottazzi, 谭明, 樊云龙, 傅良同, 王德远. 基于激光扫描和构造分析的紫云苗厅“双穹顶结构”成因机理初步研究[J]. 中国岩溶, 2021, 40(6): 965-976. doi: 10.11932/karst20210606

    Zhou Wenlong, Jeanbottazzi, Tan Ming, Fan Yunlong, Fu Liangtong, Wang Deyuan. Mechanism of Miao Chamber in Ziyun county based on terrestrial laser scanning and structural analysis[J]. Carsologica Sinica, 2021, 40(6): 965-976. doi: 10.11932/karst20210606
    [7]
    Bin He, Xiangxin Ji, Gang Li, Bin Cheng. Key technologies and applications of UAVs in underground space: A review. IEEE Transactions on Cognitive Communications and Networking. 2024 June 31, 10(3): 1026-1049.
    [8]
    熊津茁, 韩庆龙. 空地一体化的实景三维建模方法研究[J]. 测绘与空间地理信息, 2022, 45(3): 180-182,189. doi: 10.3969/j.issn.1672-5867.2022.03.049

    Xiong Jinzhuo, Han Qinglong. Research on 3D modeling method based on UAV aerial-ground Integration[J]. Geomatics & Spatial Information Technology, 2022, 45(3): 180-182,189. doi: 10.3969/j.issn.1672-5867.2022.03.049
    [9]
    Mohammed O. I, Biswajeet P. A decade of modern cave surveying with terrestrial laser scanning: A review of sensors, method and application development[J]. International Journal of Speleology, 2016, 45(1): 71-88. doi: 10.5038/1827-806X.45.1.1923
    [10]
    Richard Walters, Nadja Zupan Hajna. 3D laser scanning of the natural caves example of Skocjanske jame[J]. GEODETSKI VESTNIK, 2020, 64(1): 89-103.
    [11]
    De Waele, Jo, S Fabbri, T Santagata, V Chiarini, A Columbu, L Pisani. Geomorphological and speleogenetical observations using terrestrial laser scanning and 3D photogrammetry in a gypsum cave (Emilia Romagna, N. Italy)[J]. Geomorphology, 2018, 319: 47-61. doi: 10.1016/j.geomorph.2018.07.012
    [12]
    Gallay M, Kaňuk J, Hochmuth Z, et al. Large-scale and high-resolution 3D cave mapping by terrestrial laser scanning: a case study of the Domica Cave[J]. Slovakia. International Journal of Speleology, 2015, 44(3): 277-291.
    [13]
    Trimmis KP. Paperless mapping and cave archaeology A review on the application of DistoX survey method in archaeological cave sites. Journal of Archaeological Science: Reports. 2018 (18): 399-407.
    [14]
    周文龙, 高占冬, 吴克华, 黎有为, 李坡, 贺卫. 河北阜平神仙洞探测研究及开发建议[J]. 中国岩溶, 2020, 39(1): 110-118. doi: 10.11932/karst20200106

    Zhou Wenlong, Gao Zhandong, Wu Kehua, Li Youwei, Li Po, He Wei. Exploration and suggestions on development of the Shenxian cave in Fuping county, Hebei Province[J]. Carsologica Sinica, 2020, 39(1): 110-118. doi: 10.11932/karst20200106
    [15]
    Sevil-Aguareles J, Pisani L, Chiarini V, Santagata T, De Waele J. Gypsum cave notches and their palaeoenvironmental significance: A combined morphometric study using terrestrial laser scanning, traditional cave mapping, and geomorphological observations[J]. Geomorphology, 2025, 471: 109576. doi: 10.1016/j.geomorph.2024.109576
    [16]
    Zhang Congyuan, Chen Jianping, Li Ping, Han Sipeng, Xu Jie. Integrated high-precision real scene 3D modeling of karst cave landscape based on laser scanning and photogrammetry[J]. Scientific Reports, 2024, 14(1): 20485. doi: 10.1038/s41598-024-71113-y
    [17]
    Supinsky J, Kanuk J, Novakova M, Hochmuth Z. LiDAR point clouds processing for large-scale cave mapping: a case study of the Majko dome in the Domica cave. J. Maps 2022, 18, 268−275.
    [18]
    洪增林, 任娟刚, 张远海. 陕西汉中天坑群岩溶地质遗迹形成探微[J]. 陕西理工大学学报(自然科学版), 2020, 36(3): 81-87. doi: 10.3969/j.issn.1673-2944.2020.03.013

    Hong Zenglin, Ren Juangang, Zhang Yuanhai. Exploration on the formation of karst geological relics in the Tiankeng cluster in Hanzhong Shaanxi[J]. Journal of Shaanxi University of Technology: Natural Science Edition, 2020, 36(3): 81-87. doi: 10.3969/j.issn.1673-2944.2020.03.013
    [19]
    洪增林, 薛旭平, 李新林. 陕西汉中天坑群研究的系统方法思考[J]. 地球科学与环境学报, 2018, 40(6): 787-793. doi: 10.3969/j.issn.1672-6561.2018.06.008

    Hong Zenglin, Xue Xuping, Li Xinlin. Systematic method thoughts for the study on Hanzhong Tiankeng Group in Shaanxi, China[J]. Journal of Earth Sciences and Environment, 2018, 40(6): 787-793. doi: 10.3969/j.issn.1672-6561.2018.06.008
    [20]
    Filippi M, Zhang Y, Motycka Z, Rowsell P, Havlicek D, Zhang J. Identification and potential of newly emerging geoheritage karst areas south of Hanzhong, central China[J]. Geoheritage, 2022, 14(4): 125. doi: 10.1007/s12371-022-00760-2
    [21]
    Bian Jinhu, Nan Xi, Zhang Zhengjian, Lei Guangbin, Zhao Jinping, Deng Yi, Lin Xiaohan, Chen Limin, Amin Naboureh. Stereoscopic remote sensing observation for mountains: Advancing monitoring, modeling, and management[J]. The Innovation, 2025, 6(5): 100838. doi: 10.1016/j.xinn.2025.100838
    [22]
    沈运华, 张秀荣, 刘晓煌, 熊茂秋, 邢莉圆. 天空地一体化自然资源要素监测体系及其应用[J]. 资源科学, 2022, 44(8): 1696-1706. doi: 10.18402/resci.2022.08.12

    Shen Yunhua, Zhang Xiurong, Liu Xiaohuang, Xiong Maoqiu, Xing Liyuan. An integrated space-aerial-ground monitoring system and applications for natural resources elements[J]. Resources Science, 2022, 44(8): 1696-1706. doi: 10.18402/resci.2022.08.12
    [23]
    陈建庚. 探秘“格凸河”溶洞群[G]. 地球, 2006, 25-26.

    CHEN Jiangeng. Exploring the “Getu River” karst cave group[G]. Earth, 2006, 25-26.
    [24]
    陈建庚. 格凸河流域喀斯特地貌奇观与旅游开发简介[A]//全国第十一届洞穴大会学术论文集[C], 2005, 175-179.

    CHEN Jiangeng. A brief introduction to karst landform wonders and tourism development in Getu River Basin[A]//Collection of academic papers of the 11th National Cave Congress[C], 2005, 175-179.
    [25]
    曹正端, 杨瑞东, 高军波, 陈军, 张伟, 沈明联, 张旭, 李纪. 贵州紫云方解石矿床地球化学特征及成因研究[J]. 现代地质, 2017, 31(4): 757-767. doi: 10.3969/j.issn.1000-8527.2017.04.010

    CAO Zhengduan, YANG Ruidong, GAO Junbo, CHEN Jun, ZHANG Wei, SHEN Minglian, ZHANG Xu, LI Ji. Study on Geochemical Characteristics and Genesis of Calcite Deposit from Ziyun County, Guizhou Province, China[J]. Geoscience, 2017, 31(4): 757-767. doi: 10.3969/j.issn.1000-8527.2017.04.010
    [26]
    金玉璋. 贵州省紫云县发现面积居世界第二位的岩溶厅堂: 格必河—苗厅[J]. 地质科学, 1990, (2): 204.

    JIN Yuzhang. Ziyun County, Guizhou Province, found the world's second largest karst hall-Gebi River-Miao Hall. Chinese Journal of Geology (Scientia Geologica Sinica), 1990, (2): 204.
    [27]
    周文龙, 高占冬, 李辉, 李坡, 贺卫, 熊康宁. 基于地面激光扫描的喀斯特洞穴制图研究[J]. 中国岩溶, 2022, 41(1): 153-164. doi: 10.11932/karst20220109

    ZHOU Wenlong, GAO Zhandong, LI Hui, LI Po, HE Wei, XIONG Kangning. Research on karst cave mapping based on terrestrial laser scanning[J]. Carsologica Sinica, 2022, 41(1): 153-164. doi: 10.11932/karst20220109
    [28]
    潘玉峰, 吴建标, 李社宏, 潘明. 滇东南南洞地下河系统源区洞穴特征及其成因演化机制[J]. 中国岩溶, 2022, 41(1): 133-142. doi: 10.11932/karst20220107

    PAN Yufeng, WU Jianbiao, LI Shehong, PAN Ming. Cave characteristics and its genesis and evolution in the source area of Nandong underground river system in Nandong area, Southeast Yunnan[J]. Carsologica Sinica, 2022, 41(1): 133-142. doi: 10.11932/karst20220107
    [29]
    Palmer, A. N. Cave Geology[M]. Cave Books. Dayton, Ohio. 2007.
    [30]
    熊康宁. 新构造运动对贵州锥状喀斯特发育的影响[J]. 贵州地质, 1996, 13(2): 181-186.

    XIONG Kangning. Development of cone karst in response to neotectonism in Guizhou[J]. Guizhou Geology, 1996, 13(2): 181-186.
    [31]
    朱学稳, 陈伟海, Erin Lynch. 武隆喀斯特及其地壳抬升性质解读[J]. 中国岩溶, 2007, 26(2): 119-125. doi: 10.3969/j.issn.1001-4810.2007.02.005

    ZHU Xuewen, CHEN Weihai, Erin Lynch. Wulong karst systems and as an indicator of local tectonic uplift[J]. Carsologica Sinica, 2007, 26(2): 119-125. doi: 10.3969/j.issn.1001-4810.2007.02.005
    [32]
    Eric Gilli. Big Karst Chambers: Examples, Genesis, Stability[M]. 2021.
    [33]
    L. Jorda Bordehore. Stability assessment of natural caves using empirical approaches and rock mass classifications[J]. Rock Mech Rock Eng, 2017(50): 2143-2154. doi: 10.1007/s00603-017-1216-0
    [34]
    Claude MOURET. The formation of large chambers, with examples from Laos and other countries. [C]//13th International Congress of Speleology. 2001. 177-180.
    [35]
    Peter Smart, Andrew Eavis, Kevin Dixon, et al. Geomorphology of the world's largest cave chambers[C]// Asian Transkarst Conference, 2015.
    [36]
    Tony Waltham. The engineering classification of karst with respect to the role and influence of caves[J]. Internationl Journal Speleology, 2002, 31(1/4): 19-35. doi: 10.5038/1827-806X.31.1.2
    [37]
    Ford, D. & Williams, P. Karst hydrogeology and geomorphology [M]. John Wiley & Sons, Ltd, 2007.
    [38]
    Nico Goldscheider, David Drew. Methods in karst hydrogeology[M]. Taylor & Francis Group, London, UK, 2017.
    [39]
    朱学稳, 陈伟海. 中国的喀斯特天坑[J]. 中国岩溶, 2006, 25(增刊): 7-24. doi: 10.3969/j.issn.1001-4810.2006.z1.003

    Zhu Xuewen, Chen Weihai. Tiankengs in the karst of China[J]. Carsologica Sinica, 2006, 25(S): 7-24. doi: 10.3969/j.issn.1001-4810.2006.z1.003
    [40]
    Klimchou A. Cave un-roofing as a large-scale geomorphic process[J]. Cave and Karst Science, 2005, 32(2/3): 93-98.
    [41]
    朱学稳, 汪训一, 朱德浩, 龚自珍, 覃厚仁. 桂林岩溶地貌与洞穴研究[M]. 地质出版社, 1988.

    Zhu Xuewen, Wang Xunyi, Zhu Dehao, Gong Zizhen, Qin Houren. Guilin Karst Landforms and Cave Research [M]. Geological Publishing House, 1988.
    [42]
    张英骏. 喀斯特地区地下地形向地表地形的转变过程[C]//中国地理学会地貌专业委员会. 喀斯特地貌与洞穴研究[M]. 北京: 科学出版社, 1990.

    ZHANG Yingjun. The transformation process from subsurface topography to surface topography in karst areas [C]//In: Karst geomorphology and cave research (Ed. by Geomorphology professional committee of the geographical society of China). Beijing: Science Press, 1990.
    [43]
    William B. White, David C. Culver. Encyclopedia of caves (Second Edition) [M]. Academic Press is an imprint of Elsevier, 2019.
    [44]
    朱学稳. 桂林地区灰岩洞穴的溶蚀形态[J]. 中国岩溶, 1982(2): 93-103.

    Zhu Xuewen. Dissolution morphology of limestone caves in Guilin area[J]. Carsologica Sinica, 1982(2): 93-103.
    [45]
    周忠发, 丁圣君, 张结, 熊勇, 董慧. 贵州绥阳麻黄洞壶穴形态特征及其成因分析[J]. 贵州师范大学学报(自然科学版), 2024, 42(5): 1-8,57. doi: 10.16614/j.gznuj.zrb.2024.05.001

    Zhou Zhongfa, Ding Shengjun, Zhang Jie, Xiong Yong, Dong Hui. Morphological characteristics and causal analysis of cavernous potholes in Mahuang Cave, Suiyang County, Guizhou Province[J]. Journal of Guizhou Normal University: Natural Sciences, 2024, 42(5): 1-8,57. doi: 10.16614/j.gznuj.zrb.2024.05.001
    [46]
    罗娅, 张荣星, 薛习习, 刘茂, 王娇娇, 娄晶智. 基于正负地形的喀斯特地貌分类研究: 以贵州喀斯特区为例[J]. 贵州师范大学学报(自然科学版), 2024, 42(5): 9-19. doi: 10.16614/j.gznuj.zrb.2024.05.002

    Luo Ya, Zhang Rongxing, Xue Xixi, Liu Mao, Wang Jiaojiao, Lou Jingzhi. Research on karst landform classification based on positive and negative terrains——Taking the karst region of Guizhou Province as an example[J]. Journal of Guizhou Normal University, 2024, 42(5): 9-19. doi: 10.16614/j.gznuj.zrb.2024.05.002
    [47]
    刘文冲, 赵良杰, 崔亚莉, 曹建文, 王莹, 李美玲. 基于SWAT-MODFLOW地表-地下水耦合模型的结构与应用研究[J]. 中国岩溶, 2023, 42(6): 1131-1139. doi: 10.11932/karst2023y014

    Liu Wenchong, Zhao Liangjie, Cui Yali, Cao Jianwen, Wang Ying, Li Meiling. Structure and application of SWAT-MODFLOW coupling model for surface-groundwater[J]. Carsologica Sinica, 2023, 42(6): 1131-1139. doi: 10.11932/karst2023y014
    [48]
    2024-6-11]. http://www.cneb.gov.cn/yjxx/csyj/20240611/t20240611_526740137.html.
    [49]
    汪莹, 宋小庆, 王飞, 彭钦, 曹振东, 蒲秀超. 基于连续小波—互相关分析的降雨—地下水水位动态响应特征研究: 以贵阳岩溶盆地为例[J]. 中国岩溶, 2024, 43(4): 843-853.

    Wang Ying, Song Xiaoqing, Wang Fei, Peng Qin, Cao Zhendong, Pu Xiuchao. Response characteristics of groundwater level dynamics to precipitation based on continuous wavelet-cross correlation analysis: A case study of the Guiyang karst basin[J]. Carsologica Sinica, 2024, 43(4): 843-853.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (24) PDF downloads(17) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return