Intelligent Interpretation For Geological Disasters
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Intelligent Interpretation For Geological Disasters
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Author : Weitao Chen
language : en
Publisher: Springer Nature
Release Date : 2023-09-12
Intelligent Interpretation For Geological Disasters written by Weitao Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-12 with Nature categories.
This book comprehensively utilizes the new generation of artificial intelligence and remote sensing science and technology to systematically carry out researches on high-precision recognition, monitoring, analysis, and assessment of geological disasters by using different technologies of "ground, airspace, and space-based systems" and different scales of "target-semantic-region". The main contents include: 1) Intelligent interpretation theory and methods of geological disasters, 2) Intelligent analysis of landslide based on long-term ground monitoring data, 3) Intelligent analysis of landslide evolution based on optical satellite remote sensing data, 4) Deep learning-based remote sensing detection of landslide, 5) Intelligent assessment methods of landslide susceptibility, 6) Intelligent recognition of ground figure based on airspace-based remote sensing data. The book is of interest to graduate student, scientific, and technological personnel who work in the area of geological disasters, natural hazards, remote sensing, and artificial intelligence.
Remote Sensing Intelligent Interpretation For Geology
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Author : Weitao Chen
language : en
Publisher: Springer Nature
Release Date : 2024-01-03
Remote Sensing Intelligent Interpretation For Geology written by Weitao Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-03 with Science categories.
This book presents the theories and methods for geology intelligent interpretation based on deep learning and remote sensing technologies. The main research subjects of this book include lithology and mineral abundance. This book focuses on the following five aspects: 1. Construction of geology remote sensing datasets from multi-level (pixel-level, scene-level, semantic segmentation-level, prior knowledge-assisted, transfer learning dataset), which are the basis of geology interpretation based on deep learning. 2. Research on lithology scene classification based on deep learning, prior knowledge, and remote sensing. 3. Research on lithology semantic segmentation based on deep learning and remote sensing. 4. Research on lithology classification based on transfer learning and remote sensing. 5. Research on inversion of mineral abundance based on the sparse unmixing theory and hyperspectral remote sensing. The book is intended for undergraduate and graduate students who are interested in geology, remote sensing, and artificial intelligence. It is also used as a reference book for scientific and technological personnel of geological exploration.
Remote Sensing Intelligent Interpretation For Mine Geological Environment
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Author : Weitao Chen
language : en
Publisher: Springer Nature
Release Date : 2022-08-18
Remote Sensing Intelligent Interpretation For Mine Geological Environment written by Weitao Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-18 with Computers categories.
This book examines the theory and methods of remote sensing intelligent interpretation based on deep learning. Based on geological and environmental effects on mines, this book constructs a set of systematic mine remote sensing datasets focusing on the multi-level task with the system of “target detection→scene classification→semantic segmentation." Taking China’s Hubei Province as an example, this book focuses on the following four aspects: 1. Development of a multiscale remote sensing dataset of the mining area, including mine target remote sensing dataset, mine (including non-mine areas) remote sensing scene dataset, and semantic segmentation remote sensing dataset of mining land cover. The three datasets are the basis of intelligent interpretation based on deep learning. 2. Research on mine target remote sensing detection method based on deep learning. 3. Research on remote sensing scene classification method of mine and non-mine areas based on deep learning. 4. Research on the fine-scale classification method of mining land cover based on semantic segmentation. The book is a valuable reference both for scholars, practitioners and as well as graduate students who are interested in mining environment research.
Geo Spatial Knowledge And Intelligence
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Author : Hanning Yuan
language : en
Publisher: Springer
Release Date : 2017-03-02
Geo Spatial Knowledge And Intelligence written by Hanning Yuan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-02 with Computers categories.
The two volume proceedings of CCIS 698 and 699 constitutes revised selected papers from the 4th International Conference on Geo-Informatics in Resource Management and Sustainable Ecosystem, GRMSE 2016, held in Hong Kong, China, in November 2016. The total of 118 papers presented in these proceedings were carefully reviewed and selected from 311 submissions. The contributions were organized in topical sections named: smart city in resource management and sustainable ecosystem; spatial data acquisition through RS and GIS in resource management and sustainable ecosystem; ecological and environmental data processing and management; advanced geospatial model and analysis for understanding ecological and environmental processes; applications of geo-informatics in resource management and sustainable ecosystem.
Artificial Intelligence And Information Technologies
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Author : Arvind Dagur
language : en
Publisher: CRC Press
Release Date : 2024-07-31
Artificial Intelligence And Information Technologies written by Arvind Dagur and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-31 with Technology & Engineering categories.
This book contains the proceedings of a non-profit conference with the objective of providing a platform for academicians, researchers, scholars and students from various institutions, universities and industries in India and abroad, and exchanging their research and innovative ideas in the field of Artificial Intelligence and Information Technologies. It begins with exploring the research and innovation in the field of Artificial Intelligence and Information Technologies including secure transaction, monitoring, real time assistance and security for advanced stage learners, researchers and academicians has been presented. It goes on to cover: Broad knowledge and research trends about artificial intelligence and Information Technologies and their role in today’s digital era. Depiction of system model and architecture for clear picture of AI in real life. Discussion on the role of Artificial Intelligence in various real-life problems such as banking, healthcare, navigation, communication, security, etc. Explanation of the challenges and opportunities in AI based Healthcare, education, banking, and related Industries. Recent Information technologies and challenges in this new epoch. This book will be beneficial to researchers, academicians, undergraduate students, postgraduate students, research scholars, professionals, technologists and entrepreneurs.
Geological Disasters And Its Prevention In Deep Mining
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Author : Shuren Wang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-02
Geological Disasters And Its Prevention In Deep Mining written by Shuren Wang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-02 with Science categories.
Artificial Intelligence In Remote Sensing For Disaster Management
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Author : Neelam Dahiya
language : en
Publisher: John Wiley & Sons
Release Date : 2025-07-09
Artificial Intelligence In Remote Sensing For Disaster Management written by Neelam Dahiya and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-09 with Computers categories.
Invest in Artificial Intelligence in Remote Sensing for Disaster Management to gain invaluable insights into cutting-edge AI technologies and their transformative role in effectively monitoring and managing natural disasters. Artificial Intelligence in Remote Sensing for Disaster Management examines the involvement of advanced tools and technologies such as Artificial Intelligence in disaster management with remote sensing. Remote sensing offers cost-effective, quick assessments and responses to natural disasters. In the past few years, many advances have been made in the monitoring and mapping of natural disasters with the integration of AI in remote sensing. This volume focuses on AI-driven observations of various natural disasters including landslides, snow avalanches, flash floods, glacial lake outburst floods, and earthquakes. There is currently a need for sustainable development, near real-time monitoring, forecasting, prediction, and management of natural resources, flash floods, sea-ice melt, cyclones, forestry, and climate changes. This book will provide essential guidance regarding AI-driven algorithms specifically developed for disaster management to meet the requirements of emerging applications.
Twenty Eighth International Congress On Large Dams Vingt Huiti Me Congr S International Des Grands Barrages
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Author : ICOLD / CIGB
language : en
Publisher: CRC Press
Release Date : 2025-05-08
Twenty Eighth International Congress On Large Dams Vingt Huiti Me Congr S International Des Grands Barrages written by ICOLD / CIGB and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-08 with Technology & Engineering categories.
The International Commission on Large Dams (ICOLD) held its 28th International Congress in Chengdu, China (16 May – 23 May 2025). The proceedings of the congress focussed on four main questions (Questions108-111): 1. Dams and reservoirs for climate change adaptation; 2. Dams and levees fit for the future; 3. Safety of dams and levees facing extreme hydrological events, and 4. Earthquake performance and safety of dams. The book thoroughly discusses these questions and is indispensable for academics, engineers and professionals involved or interested in engineering, hydraulic engineering, and related disciplines. La Commission Internationale des Grands Barrages (CIGB) a tenu son 28e Congrès International à Chengdu, Chine (16 mai - 23 mai 2025). Les actes du congrès portent sur quatre questions (Questions 108-111) principales : 1. Barrages et réservoirs: adaptation aux changements climatiques; 2. Des barrages et des digues prêts pour l’avenir; 3. Sécurité des barrages et des digues lors des évènements météorologiques extrêmes, et 4. Performance sismique et sécurité des barrages. Le livre traite en profondeur de ces questions et est indispensable pour les universitaires, les ingénieurs et les professionnels impliqués ou intéressés par l'ingénierie, l'ingénierie hydraulique et les disciplines connexes.
Advances And Applications Of Artificial Intelligence And Numerical Simulation In Risk Emergency Management And Treatment Volume Ii
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Author : Yunhui Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2024-09-13
Advances And Applications Of Artificial Intelligence And Numerical Simulation In Risk Emergency Management And Treatment Volume Ii written by Yunhui Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-13 with Science categories.
This Research Topic is Volume II of a series. The previous volume can be found here: Advances and Applications of Artificial Intelligence and Numerical Simulation in Risk Emergency Management and Treatment Our world is composed of multidimensional and multifaceted risks. In general, geological, environmental, and ecological risks would exist in both natural and engineering situations, such as karst desertification, water inrush, rock burst, debris flow, and landslide. These risks have great safety threats to human survival. In this regard, risk emergency management and treatment (REMT) has become a pivotal topic addressing the national governance system and its governance capacity. It underlines how to prevent and resolve grand security risks, to timely respond to all kinds of disasters and accidents, as well as to safeguard people’s lives and property and social stability.
Nostradamus And Artificial Intelligence
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Author : Mario De Ghetto
language : en
Publisher: Youcanprint
Release Date : 2025-06-16
Nostradamus And Artificial Intelligence written by Mario De Ghetto and has been published by Youcanprint this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
Quatrains from 1 to 100. An experiment in translating the original quatrains and correlating them with real events and people, with the help of generative artificial intelligence. Believe it or not, some of the correlations are real 'twists': from the COVID-19 pandemic to the global economic crisis following Donald Trump's re-election as President of the United States of America, from the Russian-Ukrainian war to those in the Middle East, and the controversial death of Pope John Paul I. In short, it is a mix of symbolism, history and mystery. 'Maybe it's not true', but it is certainly a work with an exotic charm, between the moment it was written five centuries ago and the interpretation that artificial intelligence can give it, with its ability to find correspondences where we are completely unable to do so.