English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  Items with full text/Total items : 118291/149328 (79%)
Visitors : 77767663      Online Users : 1539
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
    •  Adv. Search
    Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer Goto mobile version


    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/158020


    Title: 基於深度學習評估台灣南部山崩動態：應用衛星圖像時間序列於山崩潛感圖和脆弱性評估
    A Deep-Learning Approach to Evaluate Landslide Dynamics in Southern Taiwan: Application of Satellite Image Time Series (Sits) for Landslide Susceptibility Mapping and Vulnerability Assessments
    Authors: 范噶色
    Contributors: 地政系
    Keywords: 山崩;地質災害;社會脆弱性;山崩潛感圖;衛星圖像序列 (SITS);遙感探測;深度學習;神經網絡;永續發展目標 (SDG)
    Landslides;Vulnerability;Susceptibility Mapping;Time Series;Remote Sensing;Deep Learning;Neural Networks;Sustainable Development Goals
    Date: 2025-04
    Issue Date: 2025-07-14 11:10:59 (UTC+8)
    Abstract: This project aims at providing data and higher-level information, including maps and spatiotemporal statistics, about the development and distribution of landslide hazards in Southern Taiwan with a focus on the Kaohsiung Special Municipality which has been chosen for its urban developments trends over the last decades on the one hand, and its complex mountain geomorphology and settings on the other. This morphodynamic results in high relief energy, high abundance of mass-wasting features and related dynamics and exposure of vulnerable settlements within the main mountain range. The investigation aims at providing quantitative information to assess and long-term monitor exposure and vulnerability of human settlements and constructions based on a semi-automatized approach using Deep Learning strategies and time series of openly accessible remote sensing data from Earth observing platforms. Results of this project (maps, foundational datasets, indicator metrics, statistics) are to be integrated into a webGIS dissemination platform that is in development within another approved project focusing on Land Use and Land Cover (LULC) change in Southern Taiwan, and all derived products are made publicly available for potential future regional development of planning strategies.
    Relation: 國家科學及技術委員會, NSTC112-2410-H004-142, 112.08-113.07
    Data Type: report
    Appears in Collections:[地政學系] 國科會研究計畫

    Files in This Item:

    File Description SizeFormat
    index.html0KbHTML45View/Open


    All items in 政大典藏 are protected by copyright, with all rights reserved.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback