Insar and Deep Learning in Landslides Research: Intelligent Identification, Risk Assessment and Susceptibility Mapping
暫譯: 地面沉降研究中的合成孔徑雷達與深度學習：智能識別、風險評估與易受影響區域繪製
He, Yi
- 出版商: Springer
- 出版日期: 2025-07-24
- 售價: $7,480
- 貴賓價: 9.5 折 $7,106
- 語言: 英文
- 頁數: 214
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9819691311
- ISBN-13: 9789819691319
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相關分類:
DeepLearning
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book combines remote sensing and deep learning technology to develop a variety of models in the study of different type landslides in a wide range of areas including northwest, southwest and southern China. It explores the application of various deep learning methods in landslide identification and sensitivity mapping. It also explores intelligent landslide monitoring and susceptibility mapping using a variety of data and methods, providing ideas and methods for landslide prevention and mitigation. This book is suitable for professionals in the field of landslide monitoring and graduate students in the fields of remote sensing and geological hazards research to mitigate this most widespread and harmful geological hazards in the world.
商品描述(中文翻譯)
本書結合了遙感技術和深度學習技術，開發了多種模型，以研究中國西北部、西南部和南部等廣泛地區的不同類型滑坡。它探討了各種深度學習方法在滑坡識別和敏感性映射中的應用。此外，本書還探討了利用多種數據和方法進行智能滑坡監測和易感性映射，為滑坡的預防和減緩提供了思路和方法。本書適合滑坡監測領域的專業人士以及遙感和地質災害研究領域的研究生，旨在減輕這種在全球範圍內最為普遍和有害的地質災害。
作者簡介
Dr. Yi He received his B.S. degrees in Geographic Information System from Lanzhou Jiaotong University, Lanzhou, China, in 2011, and the Ph.D. degree in Geography from the Lanzhou University, Lanzhou, in 2016. Since Jan. 2023, Dr. He has been in Faculty of Geomatics, Lanzhou Jiaotong University as a professor. Dr. He focuses on the research of landslide based on remote sensing technology and deep learning. His recent research interests include: deep learning landslide identification and sensitivity mapping, InSAR technology ground surface deformation monitoring and time series prediction, and key technologies of InSAR data processing based on deep learning, etc. He has presided over many national and provincial projects, including the National Natural Science Foundation of China General Project, the National Natural Science Foundation of China Youth Science Fund, the China Postdoctoral General Fund, and other important projects.
作者簡介(中文翻譯)
何毅博士於2011年在中國蘭州交通大學獲得地理信息系統的學士學位，並於2016年在蘭州大學獲得地理學的博士學位。自2023年1月起，何博士在蘭州交通大學的測繪學系擔任教授。何博士專注於基於遙感技術和深度學習的滑坡研究。他最近的研究興趣包括：深度學習滑坡識別與敏感性映射、InSAR技術地表變形監測與時間序列預測，以及基於深度學習的InSAR數據處理關鍵技術等。他主持了多個國家和省級項目，包括中國國家自然科學基金一般項目、中國國家自然科學基金青年科學基金、中國博士後一般基金及其他重要項目。
