Geospatial Intelligence: Applications and Future Trends
暫譯: 地理空間情報:應用與未來趨勢
Barramou, Fatimazahra, El Brirchi, El Hassan, Mansouri, Khalifa
- 出版商: Springer
- 出版日期: 2021-11-11
- 售價: $7,280
- 貴賓價: 9.5 折 $6,916
- 語言: 英文
- 頁數: 240
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030804577
- ISBN-13: 9783030804572
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商品描述
This book explores cutting-edge methods combining geospatial technologies and artificial intelligence related to several fields such as smart farming, urban planning, geology, transportation, and 3D city models. It introduces techniques which range from machine and deep learning to remote sensing for geospatial data analysis.
The book consists of two main parts that include 13 chapters contributed by promising authors. The first part deals with the use of artificial intelligence techniques to improve spatial data analysis, whereas the second part focuses on the use of artificial intelligence with remote sensing in various fields. Throughout the chapters, the interest for the use of artificial intelligence is demonstrated for different geospatial technologies such as aerial imagery, drones, Lidar, satellite remote sensing, and more.
The work in this book is dedicated to the scientific community interested in the coupling of geospatial technologies and artificial intelligence and exploring the synergetic effects of both fields. It offers practitioners and researchers from academia, the industry and government information, experiences and research results about all aspects of specialized and interdisciplinary fields on geospatial intelligence.
商品描述(中文翻譯)
這本書探討了結合地理空間技術與人工智慧的尖端方法,涉及智慧農業、城市規劃、地質學、交通運輸及3D城市模型等多個領域。它介紹了從機器學習和深度學習到遙感技術的各種技術,用於地理空間數據分析。
本書由兩個主要部分組成,共包含13章,由有潛力的作者貢獻。第一部分處理使用人工智慧技術來改善空間數據分析,而第二部分則專注於在各個領域中使用人工智慧與遙感技術的結合。在各章中,展示了人工智慧在不同地理空間技術中的應用興趣,例如航空影像、無人機、Lidar、衛星遙感等。
本書的工作致力於對結合地理空間技術與人工智慧感興趣的科學社群,探索這兩個領域的協同效應。它為來自學術界、產業和政府的實務工作者和研究人員提供有關地理空間情報專業及跨學科領域的所有方面的信息、經驗和研究結果。
作者簡介
Prof. Fatimazahra BARRAMOU:
Fatimazahra BARRAMOU is Professor of Geoinformatics and Researcher in the Department of Mathematics, Informatics and Geomatics at Hassania Engineering School of Public Works (EHTP), Casablanca, Morocco. In 2009, she earned an Engineering Degree in Geographic Information Sciences from EHTP. She received her Ph.D. in computer sciences from Hassan II University of Casablanca in 2015. She is also Member of the Geomatics Science Research Team "SGEO". Her current research activities focus on geomatics, geo-computational intelligence, and geosciences. Professor Barramou is General Chair of the International Conference MORGEO 2020. She was Member of program committees of several conferences in the field of geomatics and geospatial technologies.
Prof El Hassan El BRIRCHI:
ELHassan ELBrirchi is Associate Professor of Geodesy and Surveying and Researcher at Hassania Engineering School of Public Works (EHTP), Casablanca, Morocco. He is Head of EHTP Geographic Information Sciences Engineering Program and Co-founding Member of the Moroccan Association of Geomatics (AMAGEO). As Member of the Geomatics Science Research Team "SGEO", his research area covers the fields of physical geodesy, transportation planning, and GIS-T analysis. He also participates to scientific program committees for several research conferences. He earned his Ph.D. in Physical Geodesy from Science and Technology University (FST) of Fès in 2013. Professor ELBrirchi earned his Geography Engineering degree from ENSG-IGN France in 2003 and his Engineering Degree in Geographic Information Sciences from EHTP in 2001.
Prof Khalifa MANSOURI:
Khalifa Mansouri is Professor of Computer Science and Researcher at the Hassan II University, Casablanca, Morocco. He is Head of the research team "Distributed IT systems" and Deputy Director of educational affairs at ENSET Institute in Mohammédia, Morocco. His research is focused on real-time systems, information systems, e-learning systems, and industrial systems (modeling, optimization, and numerical computing). He earned an ENSET diploma from Mohammedia in 1991, Ph.D. degree (calculation and optimization of structures) in 1994, HDR in 2010, and Ph.D. (computer science) in 2016 from Hassan II University in Casablanca.Dr.-Ing. Youness DEHBI:
Youness Dehbi studied computer science and communication research at the University of Bonn in Germany. After graduating in 2008, he started his career as Research Assistant in the geoinformation group at the Institute of Geodesy and Geoinformation at the University of Bonn, where he is currently teaching and researching in the field of machine learning for 3D city models. Having completed his Ph.D., he is currently responsible for the urban reasoning and analytics field as Senior Researcher. His research focus is both the efficient semantic interpretation of urban environments from dense observations and the probabilistic estimation of 3D city models from sparse noisy data. Dehbi has published a range of scientific research papers including awarded papers. He is also acting as Reviewer for several research journals and Member of various scientific committees.
作者簡介(中文翻譯)
法蒂瑪扎哈拉·巴拉穆教授:
法蒂瑪扎哈拉·巴拉穆是摩洛哥卡薩布蘭卡哈薩尼亞公共工程學院(EHTP)數學、資訊學與地理資訊系的地理資訊學教授及研究員。她於2009年獲得EHTP地理資訊科學的工程學位,並於2015年在卡薩布蘭卡哈桑二世大學獲得計算機科學博士學位。她也是地理資訊科學研究團隊「SGEO」的成員。她目前的研究活動專注於地理資訊學、地理計算智能和地球科學。巴拉穆教授是2020年國際會議MORGEO的總主席。她曾擔任多個地理資訊學和地理空間技術領域會議的程序委員會成員。
艾哈桑·艾爾·布里奇教授:
艾哈桑·艾爾·布里奇是摩洛哥卡薩布蘭卡哈薩尼亞公共工程學院(EHTP)測量學與測繪學的副教授及研究員。他是EHTP地理資訊科學工程計畫的負責人,也是摩洛哥地理資訊協會(AMAGEO)的共同創始成員。作為地理資訊科學研究團隊「SGEO」的成員,他的研究領域涵蓋物理測地學、交通規劃和GIS-T分析。他還參與多個研究會議的科學程序委員會。他於2013年在菲斯的科學與技術大學(FST)獲得物理測地學博士學位。艾爾·布里奇教授於2003年在法國ENSG-IGN獲得地理工程學位,並於2001年在EHTP獲得地理資訊科學的工程學位。
哈利法·曼索里教授:
哈利法·曼索里是摩洛哥卡薩布蘭卡哈桑二世大學的計算機科學教授及研究員。他是「分散式IT系統」研究團隊的負責人,並擔任摩哈梅迪亞ENSET學院的教育事務副主任。他的研究專注於即時系統、資訊系統、電子學習系統和工業系統(建模、優化和數值計算)。他於1991年獲得摩哈梅迪亞的ENSET文憑,1994年獲得結構計算與優化的博士學位,2010年獲得HDR,並於2016年在卡薩布蘭卡的哈桑二世大學獲得計算機科學博士學位。
尤內斯·德赫比博士:
尤內斯·德赫比在德國波恩大學學習計算機科學和通信研究。2008年畢業後,他在波恩大學測量學與地理資訊研究所的地理資訊小組擔任研究助理,並在該領域教授和研究3D城市模型的機器學習。完成博士學位後,他目前擔任高級研究員,負責城市推理和分析領域。他的研究重點是從密集觀測中有效地語義解釋城市環境,以及從稀疏噪聲數據中進行3D城市模型的概率估計。德赫比已發表多篇科學研究論文,包括獲獎論文。他還擔任多個研究期刊的審稿人及各種科學委員會的成員。