INFORMATION TECHNOLOGY OF TRANSPORT INFRASTRUCTURE MONITORING BASED ON REMOTE SENSING DATA br

被引:1
|
作者
Danshyna, S. Yu [1 ]
Nechausov, A. S. [1 ]
Andrieiev, S. M. [1 ]
机构
[1] Natl Aerosp Univ KhAI, Dept Geoinformat Technol & Space Monitoring Earth, Kharkiv, Ukraine
关键词
model of information flows of the process; IDEFX-models; mapping and 3D-modeling; PAVEMENT;
D O I
10.15588/1607-3274-2022-4-7
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Context. In the light of current road network monitoring practices, this study aims to explore the capability of remote sensing technologies to solve the problems of increasing the objectivity of preliminary evaluations of the condition of the infrastructure as a whole. The object of the study was to process the monitoring of transport infrastructure (TI) to find ways to improve it in the imple-mentation of development projects. Objective. The goal of the work is to increase objectivity of decision-making on the evaluation, reconstruction, development of the transport network structure due to the visual presentation and disclosure of open data for monitoring the transport value.Method. Existing approaches to TI monitoring and evaluating its condition are analyzed. The identified shortcomings, as well as the development of remote sensing technologies, open up prospects for the use of remote sensing data in the TI monitoring process. A set-theoretic model of the monitoring process information flows is proposed, the consistent refinement of the elements of which made it possible to develop information technology (IT). Formation of a set of input and output parameters of IT, the set of its opera-tions, their representation with IDEFX-models set explains how a set of heterogeneous (graphic, text, digital, cartographic, etc.) data about TI elements coming from different sources are processed and presented to support decision-making on the survey of existing infrastructure and its improvement. The developed IT makes it possible to obtain complex indicators for analyzing the TI of a par-ticular area, to solve the problems of inventorying objects, TI and its elements modeling, taking into account the physical and geo-graphical location, which makes it possible to consider it as an auxiliary tool that complements existing methods of TI monitoring. Results. The developed IT was studied in solving the problem of monitoring the TI section of the Kharkiv region using satellite imagery of medium (Sentinel-2) and high (SuperView-1) resolution and the results of laser survey of the road bridge across the river Mzha (as an element of infrastructure). Conclusions. The conducted experiments confirmed the operability of the proposed information technology and showed expedi-ency of its practical use in solving the problems of obtaining generalizing characteristics of the infrastructure, inventory of TI objects and their modeling. This opens up opportunities for substantiating project decisions for the reconstruction of the transport network and planning procedures for examining its condition. Prospects for further research may include: creating reference models of TI objects, expanding the table of decryption signs of road transport infrastructure objects, integrating remote data, survey results of TI sections and engineering surveys of objects to obtain evaluations of the condition of TI in general
引用
收藏
页码:86 / 97
页数:12
相关论文
共 50 条
  • [1] INFORMATION TECHNOLOGY OF FLOOD MONITORING WITH THE USE OF REMOTE SENSING DATA
    Samoilenko, L. I.
    Kolos, L. M.
    Pidgorodetska, L. V.
    Ilienko, T. V.
    Vlasova, O. V.
    [J]. SPACE SCIENCE AND TECHNOLOGY-KOSMICNA NAUKA I TEHNOLOGIA, 2009, 15 (03): : 50 - 55
  • [2] Exploring Remote Sensing and Monitoring Technology for Highway Infrastructure Inspection
    Le, Nhien Dinh
    Tran, Daniel
    Sturgill, Roy
    Harper, Christofer
    [J]. CONSTRUCTION RESEARCH CONGRESS 2024: ADVANCED TECHNOLOGIES, AUTOMATION, AND COMPUTER APPLICATIONS IN CONSTRUCTION, 2024, : 416 - 425
  • [3] Radio Data Infrastructure for Remote Monitoring System using LoRa Technology
    Kodali, Ravi Kishore
    [J]. 2017 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2017, : 467 - 472
  • [4] Wetland information extraction based on remote sensing technology
    Wu Jian
    Peng Dao-li
    [J]. 2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
  • [5] REMOTE SENSING TECHNOLOGIES FOR LINEAR INFRASTRUCTURE MONITORING
    D'Aranno, P.
    Di Benedetto, A.
    Fiani, M.
    Marsella, M.
    [J]. 2ND INTERNATIONAL CONFERENCE OF GEOMATICS AND RESTORATION (GEORES 2019), 2019, 42-2 (W11): : 461 - 468
  • [6] Rapid monitoring of abandoned farmland and information on regulation achievements of government based on remote sensing technology
    Luo, Kaisheng
    Moiwo, Juana P.
    [J]. ENVIRONMENTAL SCIENCE & POLICY, 2022, 132 : 91 - 100
  • [7] SPACEBORNE REMOTE SENSING FOR TRANSPORT INFRASTRUCTURE MONITORING: A CASE STUDY OF THE ROCHESTER BRIDGE, UK
    Gagliardi, Valerio
    Tosti, Fabio
    Ciampoli, Luca Bianchini
    Battagliere, Maria Libera
    Tapete, Deodato
    D'Amico, Fabrizio
    Threader, Sue
    Alani, Amir M.
    Benedetto, Andrea
    [J]. 2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 4762 - 4765
  • [8] Research and Analysis of the Drought Monitoring Based on the Remote Sensing Technology
    Xu, Guangzhu
    Song, Chunxian
    Li, Chunlin
    Liu, Yanmei
    Yu, Haiyang
    [J]. 2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
  • [9] Remote Monitoring System for Slope Based on Optical Sensing Technology
    Du, Yanliang
    Li, Feng
    Zhang, Wentao
    Li, Fang
    [J]. INNOVATION AND SUSTAINABILITY OF MODERN RAILWAY, 2012, : 39 - +
  • [10] APPLICATION RESEARCH OF BIG DATA TECHNOLOGY IN COTTON REMOTE SENSING MONITORING
    Liu, Changzheng
    Song, Yaping
    Zhang, Ronghua
    Qian, Lipeng
    Yi, Jiaxin
    [J]. FRESENIUS ENVIRONMENTAL BULLETIN, 2020, 29 (7A): : 5885 - 5891