政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/158020
English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  全文笔数/总笔数 : 118291/149328 (79%)
造访人次 : 77970763      在线人数 : 338
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜寻范围 查询小技巧：
  • 您可在西文检索词汇前后加上"双引号"，以获取较精准的检索结果
  • 若欲以作者姓名搜寻，建议至进阶搜寻限定作者字段，可获得较完整数据
    •  进阶搜寻


    请使用永久网址来引用或连结此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/158020


    题名: 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
    作者: 范噶色
    贡献者: 地政系
    关键词: 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
    日期: 2025-04
    上传时间: 2025-07-14 11:10:59 (UTC+8)
    摘要: 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.
    關聯: 國家科學及技術委員會, NSTC112-2410-H004-142, 112.08-113.07
    数据类型: report
    显示于类别:[地政學系] 國科會研究計畫

    文件中的档案:

    档案 描述 大小格式浏览次数
    index.html0KbHTML49检视/开启


    在政大典藏中所有的数据项都受到原著作权保护.


    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 ©   - 回馈