Machine learning-based rapid visual screening for building damage assessment: study of Joshimath town of Garhwal Himalaya, India

被引:0
|
作者
Ajay Chourasia [1 ]
Kishor S. Kulkarni [1 ]
Sagar Tomar [1 ]
Mickey Mecon Dalbehera [1 ]
Ashish Kapoor [1 ]
Govind Gaurav [1 ]
R. Pradeep Kumar [1 ]
机构
[1] CSIR–Central Building Research Institute,
关键词
Land subsidence; Buildings; Slope gradient; Damage assessment; Vulnerability map; CNN model;
D O I
10.1007/s41024-024-00519-y
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Empirical and machine learning-based approaches to identify rainfall thresholds for landslide prediction: a case study of Kerala, India
    Menon, Varun
    Kolathayar, Sreevalsa
    DISCOVER APPLIED SCIENCES, 2025, 7 (03)
  • [42] Machine learning-based prediction of hazards fine PM2.5 concentrations: a case study of Delhi, India
    Ram Pravesh Kumar
    Aditya Prakash
    Ranjit Singh
    Pradeep Kumar
    Discover Geoscience, 2 (1):
  • [43] Visual Outcomes after Suprasellar Meningioma Resection: A Retrospective Cohort Study and a Machine Learning-Based Predictive Model
    Iranmehr, Arad
    Chavoshi, Mohammadreza
    Zeinalizadeh, Mehdi
    JOURNAL OF NEUROLOGICAL SURGERY PART B-SKULL BASE, 2025, 86 (01) : 58 - 65
  • [44] A Synthesized Study Based on Machine Learning Approaches for Rapid Classifying Earthquake Damage Grades to RC Buildings
    Harirchian, Ehsan
    Kumari, Vandana
    Jadhav, Kirti
    Rasulzade, Shahla
    Lahmer, Tom
    Das, Rohan Raj
    APPLIED SCIENCES-BASEL, 2021, 11 (16):
  • [45] Feature Selection and Validation of a Machine Learning-Based Lower Limb Risk Assessment Tool: A Feasibility Study
    Das, Swagata
    Sakoda, Wataru
    Ramasamy, Priyanka
    Tadayon, Ramin
    Ramirez, Antonio Vega
    Kurita, Yuichi
    SENSORS, 2021, 21 (19)
  • [46] An integrated machine learning-based virtual screening strategy for biological weeding in maize field: a case study with HPPD
    Ajitha Antony
    Ramanathan Karuppasamy
    Journal of Plant Diseases and Protection, 2023, 130 : 1433 - 1449
  • [47] An integrated machine learning-based virtual screening strategy for biological weeding in maize field: a case study with HPPD
    Antony, Ajitha
    Karuppasamy, Ramanathan
    JOURNAL OF PLANT DISEASES AND PROTECTION, 2023, 130 (06) : 1433 - 1449
  • [48] Predicting building damage grade by earthquake: a Bayesian Optimization-based comparative study of machine learning algorithms
    Al-Rawashdeh M.
    Al Nawaiseh M.
    Yousef I.
    Bisharah M.
    Alkhadrawi S.
    Al-Bdour H.
    Asian Journal of Civil Engineering, 2024, 25 (1) : 253 - 264
  • [49] A Machine Learning-Based Risk Assessment Study of Unsafe Behavior of Workers in Nuclear Power Plants Under Construction
    Shan, Xueqiang
    Yang, Weibo
    Liu, Xia
    Yu, Kai
    Cui, Hui
    PROCESSES, 2025, 13 (02)
  • [50] Machine learning-based aggressiveness assessment model construction for crabs: A case study of swimming crab Portunus trituberculatus
    Liang, Qihang
    Liu, Dapeng
    Zhang, Dan
    Wang, Xin
    Zhu, Boshan
    Wang, Fang
    AQUACULTURE, 2024, 593