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題名 台灣雲林縣地層下陷研究：以航空攝影測量與基於光達產製的數值地形模型偵測高程變化
Land Subsidence in Yunlin County, Taiwan: Change Detection using Aerial Photogrammetry and LiDAR-based Digital Terrain Model data作者 王歆瑋
Wang, Hsin-Wei貢獻者 范噶色
Stephan van Gasselt
王歆瑋
Wang, Hsin-Wei關鍵詞 地層下陷
變化監測
航空攝影測量
數值地形模型
表面匹配
Land Subsidence
Change Detection
Aerial Photogrammetry
Digital Surface Model
Surface Matching日期 2021 上傳時間 2-Sep-2021 17:37:13 (UTC+8) 摘要 夏季多雨而冬季乾燥是台灣的氣候特徵。冬季降雨不足導致農田地區的人們主要從地下抽取地下水來滿足農業需求。降雨不足和地下水開採量大幅增加導致地下水位下降，並最終致使地面持續下陷。這已經成為一個嚴峻的挑戰，尤其是位於台灣西部海岸的雲林縣是台灣的主要農業中心。雖然下陷情況在過往一直默默的持續發生而不醒目，但近年來這個問題已經開始影響到高鐵線路而引起了大眾的關注。隨著科學技術的進步，現在可以使用多種不同的遙感探測技術來觀測大尺度地表變形，通過獲取地物的三維坐標來建立高精度的地形模型。政府目前使用四種不同的測量技術進行監測。通過攝影測量技術缺乏對現有航拍影像的使用，其他方法可能會在某些區域提供更高的解析度。儘管該數據源具有廣泛的區域和時間覆蓋範圍和可用性，但目前尚未使用。出於這個原因，本研究使用航空攝影測量方法作為核心，以探索其可用性。本研究旨在確定雲林縣顯著地層下陷的位置，並且量化之。這個目標可以藉由使用航空攝影測量技術從航空影像產製多時序數值地形模型 (DSM)，並使用表面匹配技術進行表面的共同匹配來實現。藉由上述步驟可得差異模型以評估局部地勢差異並量化地層下陷影響。多時序資料可用來比較不同年份的 DSM 以觀察研究區域的變化。
The climate in Taiwan is characterized by heavy rainfall during the months of summer and less rainfall in winter. The lack of rainfall in winter months requires people in farmland areas to pump groundwater from the subsurface in order to meet their needs in agriculture mainly. The lack of rainfall, and a considerable increase of groundwater pumping causes lowering of the groundwater table with the ultimate consequence of continuous land subsidence, which has become a serious challenge in particular in Yunlin county, located at the west coast of Taiwan and constituting one of the main agricultural centers of Taiwan. While the process of subsidence has been silent, the problem recently drew public attention as it started to affect the high-speed rail line.With the advancement of science and technology, it is now possible to use a variety of different remote sensing detection technologies to observe large-scale surface deformations, and to create high-precision terrain models through the three-dimensional coordinates of the acquired ground objects. The government currently uses four different measurement techniques for monitoring. There is a lack of usage of existing aerial images through photogrammetric techniques and while other methods might provide higher resolution in certain areas, this data source has not been employed thus far despite wide area and temporal coverage and availability. For that reason, aerial photogrammetric methods are put at the center of this research in order to explore its usability to complement recent temporal observations.This study targets to identify locations of significant subsidence in Yunlin county, and to potentially quantify subsidence. This is achieved by using aerial photogrammetry techniques to produce multi-temporal Digital Surface Models (DSM) from aerial images, using advanced surface matching for co-registration. Difference models are then calculated in order to evaluate local relief differences and to quantify subsidence effects. Multi-temporal data allows to compare the DSM over different years to observe the changes in the study area.參考文獻 Abidin, H., Andreas, H., Gumilar, I., & Brinkman, J., 2015, "Study on the risk and impacts of land subsidence in Jakarta", Proceedings of the International Association of Hydrological Sciences, 372: 115.Abidin, H. Z., Andreas, H., Djaja, R., Darmawan, D., & Gamal, M., 2008, "Land subsidence characteristics of Jakarta between 1997 and 2005, as estimated using GPS surveys", Gps Solutions, 12: 23-32.Al-Halbouni, D., Holohan, E. P., Saberi, L., Alrshdan, H., Sawarieh, A., Closson, D., . . . Dahm, T., 2017, "Sinkholes, subsidence and subrosion on the eastern shore of the Dead Sea as revealed by a close-range photogrammetric survey", Geomorphology, 285: 305-324.Álvarez, J. A. P., Herrera, V. M., del Pozo, J. Á. M., & de Tena, M. T., 2013, "Multi-temporal archaeological analyses of alluvial landscapes using the photogrammetric restitution of historical flights: a case study of Medellin (Badajoz, Spain)", Journal of archaeological science, 40: 349-364.Andreas, H., Abidin, H. Z., Gumilar, I., Sidiq, T. P., & Yuwono, B. (2017). Adaptation and mitigation of land subsidence in Semarang.Antonarakis, A. S., Richards, K. S., & Brasington, J., 2008, "Object-based land cover classification using airborne LiDAR", Remote sensing of environment, 112: 2988-2998.Baltsavias, E., & Gruen, A., 2003, "Resolution convergence: a comparison of aerial photos, LIDAR and IKONOS for monitoring cities", Remotely Sensed Cities, Taylor & Francis, London, 47-82.Besl, P. J., & McKay, N. D., 1992, "Method for registration of 3-D shapes", Sensor fusion IV: control paradigms and data structures,Brun, F., Buri, P., Miles, E. S., Wagnon, P., Steiner, J., Berthier, E., . . . Pellicciotti, F., 2016, "Quantifying volume loss from ice cliffs on debris-covered glaciers using high-resolution terrestrial and aerial photogrammetry", Journal of Glaciology, 62: 684-695.Chan, Y. K., & Koo, V. C., 2008, "An introduction to synthetic aperture radar (SAR)", Progress In Electromagnetics Research, 2: 27-60.Chen, M., Tomás, R., Li, Z., Motagh, M., Li, T., Hu, L., . . . 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國立政治大學
地政學系
108257032資料來源 http://thesis.lib.nccu.edu.tw/record/#G0108257032 資料類型 thesis dc.contributor.advisor 范噶色 zh_TW dc.contributor.advisor Stephan van Gasselt en_US dc.contributor.author (Authors) 王歆瑋 zh_TW dc.contributor.author (Authors) Wang, Hsin-Wei en_US dc.creator (作者) 王歆瑋 zh_TW dc.creator (作者) Wang, Hsin-Wei en_US dc.date (日期) 2021 en_US dc.date.accessioned 2-Sep-2021 17:37:13 (UTC+8) - dc.date.available 2-Sep-2021 17:37:13 (UTC+8) - dc.date.issued (上傳時間) 2-Sep-2021 17:37:13 (UTC+8) - dc.identifier (Other Identifiers) G0108257032 en_US dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/137048 - dc.description (描述) 碩士 zh_TW dc.description (描述) 國立政治大學 zh_TW dc.description (描述) 地政學系 zh_TW dc.description (描述) 108257032 zh_TW dc.description.abstract (摘要) 夏季多雨而冬季乾燥是台灣的氣候特徵。冬季降雨不足導致農田地區的人們主要從地下抽取地下水來滿足農業需求。降雨不足和地下水開採量大幅增加導致地下水位下降，並最終致使地面持續下陷。這已經成為一個嚴峻的挑戰，尤其是位於台灣西部海岸的雲林縣是台灣的主要農業中心。雖然下陷情況在過往一直默默的持續發生而不醒目，但近年來這個問題已經開始影響到高鐵線路而引起了大眾的關注。隨著科學技術的進步，現在可以使用多種不同的遙感探測技術來觀測大尺度地表變形，通過獲取地物的三維坐標來建立高精度的地形模型。政府目前使用四種不同的測量技術進行監測。通過攝影測量技術缺乏對現有航拍影像的使用，其他方法可能會在某些區域提供更高的解析度。儘管該數據源具有廣泛的區域和時間覆蓋範圍和可用性，但目前尚未使用。出於這個原因，本研究使用航空攝影測量方法作為核心，以探索其可用性。本研究旨在確定雲林縣顯著地層下陷的位置，並且量化之。這個目標可以藉由使用航空攝影測量技術從航空影像產製多時序數值地形模型 (DSM)，並使用表面匹配技術進行表面的共同匹配來實現。藉由上述步驟可得差異模型以評估局部地勢差異並量化地層下陷影響。多時序資料可用來比較不同年份的 DSM 以觀察研究區域的變化。 zh_TW dc.description.abstract (摘要) The climate in Taiwan is characterized by heavy rainfall during the months of summer and less rainfall in winter. The lack of rainfall in winter months requires people in farmland areas to pump groundwater from the subsurface in order to meet their needs in agriculture mainly. The lack of rainfall, and a considerable increase of groundwater pumping causes lowering of the groundwater table with the ultimate consequence of continuous land subsidence, which has become a serious challenge in particular in Yunlin county, located at the west coast of Taiwan and constituting one of the main agricultural centers of Taiwan. While the process of subsidence has been silent, the problem recently drew public attention as it started to affect the high-speed rail line.With the advancement of science and technology, it is now possible to use a variety of different remote sensing detection technologies to observe large-scale surface deformations, and to create high-precision terrain models through the three-dimensional coordinates of the acquired ground objects. The government currently uses four different measurement techniques for monitoring. There is a lack of usage of existing aerial images through photogrammetric techniques and while other methods might provide higher resolution in certain areas, this data source has not been employed thus far despite wide area and temporal coverage and availability. For that reason, aerial photogrammetric methods are put at the center of this research in order to explore its usability to complement recent temporal observations.This study targets to identify locations of significant subsidence in Yunlin county, and to potentially quantify subsidence. This is achieved by using aerial photogrammetry techniques to produce multi-temporal Digital Surface Models (DSM) from aerial images, using advanced surface matching for co-registration. Difference models are then calculated in order to evaluate local relief differences and to quantify subsidence effects. Multi-temporal data allows to compare the DSM over different years to observe the changes in the study area. en_US dc.description.tableofcontents ContentAcknowledgements IAbstract II摘要 IIIFigures VITables VIIIChapter 1. Introduction 11.1 General Background and Motivation 11.2 Purpose of Research 51.3 Research Structure and Conceptual Framework 6Chapter 2. Literature Review 72.1 Impact of Land Subsidence 72.2 Reason of Land Subsidence and Mitigation 92.3 Measuring Methods 142.4 Change Detection 23Chapter 3. Research Methodology and Theoretical Basis 273.1 Research Approach 273.2 Research Area and Data 293.3 Production of Aerial Photogrammetry 333.4 Difference Map Acquisition 433.5 Area of Interest 52Chapter 4. Result and Discussion 554.1 Description of Difference Map 554.2 Result of Area of Interest 584.3 Discussion 67Chapter 5. Conclusion and Recommendations 695.1 Conclusion 695.2 Recommendation 70References 71 zh_TW dc.format.extent 3273977 bytes - dc.format.mimetype application/pdf - dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0108257032 en_US dc.subject (關鍵詞) 地層下陷 zh_TW dc.subject (關鍵詞) 變化監測 zh_TW dc.subject (關鍵詞) 航空攝影測量 zh_TW dc.subject (關鍵詞) 數值地形模型 zh_TW dc.subject (關鍵詞) 表面匹配 zh_TW dc.subject (關鍵詞) Land Subsidence en_US dc.subject (關鍵詞) Change Detection en_US dc.subject (關鍵詞) Aerial Photogrammetry en_US dc.subject (關鍵詞) Digital Surface Model en_US dc.subject (關鍵詞) Surface Matching en_US dc.title (題名) 台灣雲林縣地層下陷研究：以航空攝影測量與基於光達產製的數值地形模型偵測高程變化 zh_TW dc.title (題名) Land Subsidence in Yunlin County, Taiwan: Change Detection using Aerial Photogrammetry and LiDAR-based Digital Terrain Model data en_US dc.type (資料類型) thesis en_US dc.relation.reference (參考文獻) Abidin, H., Andreas, H., Gumilar, I., & Brinkman, J., 2015, "Study on the risk and impacts of land subsidence in Jakarta", Proceedings of the International Association of Hydrological Sciences, 372: 115.Abidin, H. Z., Andreas, H., Djaja, R., Darmawan, D., & Gamal, M., 2008, "Land subsidence characteristics of Jakarta between 1997 and 2005, as estimated using GPS surveys", Gps Solutions, 12: 23-32.Al-Halbouni, D., Holohan, E. P., Saberi, L., Alrshdan, H., Sawarieh, A., Closson, D., . . . Dahm, T., 2017, "Sinkholes, subsidence and subrosion on the eastern shore of the Dead Sea as revealed by a close-range photogrammetric survey", Geomorphology, 285: 305-324.Álvarez, J. A. P., Herrera, V. M., del Pozo, J. Á. M., & de Tena, M. T., 2013, "Multi-temporal archaeological analyses of alluvial landscapes using the photogrammetric restitution of historical flights: a case study of Medellin (Badajoz, Spain)", Journal of archaeological science, 40: 349-364.Andreas, H., Abidin, H. Z., Gumilar, I., Sidiq, T. P., & Yuwono, B. (2017). Adaptation and mitigation of land subsidence in Semarang.Antonarakis, A. S., Richards, K. 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