Remote Sensing Intelligent Interpretation For Mine Geological Environment
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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.
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.
Artificial Intelligence In Future Mining
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Author : Amir Razmjou
language : en
Publisher: Elsevier
Release Date : 2025-01-22
Artificial Intelligence In Future Mining written by Amir Razmjou and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-22 with Science categories.
Artificial Intelligence in Future Mining explores the latest developments in the use of artificial intelligence (AI) in mining and how it will impact the industry's future. The application of data science and artificial intelligence in future mining involves using advanced technologies to optimize operations, improve decision-making, and enhance safety and sustainability in the industry. After a brief history of AI in mining, the book's editors look closely at different AI techniques used. Chapters explore ocean mining, brine mining, and urban mining. With an eye towards sustainability, the editors then review the future of wastewater mining and green mining.The book wraps up with chapters on safety and risk, resource planning, and a larger discussion of the opportunities and challenges of mining with AI in the future. This book is a must-have for researchers and professionals who find themselves at the intersection of mining, engineering, and data science. - Provides high-level analyses as well as practical insights and real-world examples on the impact of AI on future mining - Includes case studies on the application of data processing, the Internet of Things, and artificial intelligence in environmental sensing - Provides in-depth discussion of the future implications of AI on the mining industry at the end of each chapter
Pattern Recognition And Computer Vision
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Author : Zhouchen Lin
language : en
Publisher: Springer Nature
Release Date : 2024-10-31
Pattern Recognition And Computer Vision written by Zhouchen Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-31 with Computers categories.
This 15-volume set LNCS 15031-15045 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2024, held in Urumqi, China, during October 18–20, 2024. The 579 full papers presented were carefully reviewed and selected from 1526 submissions. The papers cover various topics in the broad areas of pattern recognition and computer vision, including machine learning, pattern classification and cluster analysis, neural network and deep learning, low-level vision and image processing, object detection and recognition, 3D vision and reconstruction, action recognition, video analysis and understanding, document analysis and recognition, biometrics, medical image analysis, and various applications.
Remote Sensing And Geographic Information Systems
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Author : Christopher Legg
language : en
Publisher: John Wiley & Sons
Release Date : 1994
Remote Sensing And Geographic Information Systems written by Christopher Legg 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 1994 with Science categories.
Incorporating recent advances made in remote sensing technology, this text draws attention to ways in which remote sensing may minimize the environmental impact of exploration and improve cost-effectiveness. Topics include image processing, geographic information systems, current and future sensing
Coal Geology Of China
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Author : Shifeng Dai
language : en
Publisher: Routledge
Release Date : 2020-04-28
Coal Geology Of China written by Shifeng Dai and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-28 with Science categories.
‘Coal’ and ‘China’ to some extent have become synonymous. China is by far the largest user of coal in the world. In 2016, coal production in China amounted to 3.21 billion tons, about half of the total global coal production. Coal consumption accounts for more than 65% of primary energy consumption in China. The Chinese coal industry greatly contributes to the economic development in China, the second largest economy in the world. However, periodically, ubiquitous images of smog blanketing major Chinese cities are viewed all over the world. Coal combustion is one of the important contributors to smog, which is considered to be a major environmental and human health problem for China and other countries. News stories also highlight the periodic coal mine disasters that kill hundreds of Chinese coal miners annually. The need to address these and other human health, environmental, and mine safety issues and to maximize resource recovery and use justifies a vigorous coal research effort. This book brings together experts on almost every aspect of coal geology, coal production, composition and use of the coal and its by-products, and coal’s environmental and human health impacts. The chapters in this book were originally published in a special issue of the International Geology Review.
Geo Environmental Applications Of Geoinformatics
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Author : Mr. Rohit Manglik
language : en
Publisher: EduGorilla Publication
Release Date : 2024-06-24
Geo Environmental Applications Of Geoinformatics written by Mr. Rohit Manglik and has been published by EduGorilla Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-24 with Science categories.
Examines geoinformatics for environmental management, using GIS and remote sensing for climate change, conservation, and resource analysis.
Drilling Technique In Mining
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Author : Prof. Dr. Bilal Semih Bozdemir
language : en
Publisher: Prof. Dr. Bilal Semih Bozdemir
Release Date :
Drilling Technique In Mining written by Prof. Dr. Bilal Semih Bozdemir and has been published by Prof. Dr. Bilal Semih Bozdemir this book supported file pdf, txt, epub, kindle and other format this book has been release on with Technology & Engineering categories.
Drilling Technique in Mining Introduction to Drilling in Mining Importance of Drilling in Mining Operations Types of Drilling Techniques Rotary Drilling Percussion Drilling Diamond Core Drilling Auger Drilling Reverse Circulation Drilling Factors Influencing Drilling Technique Selection Geological Conditions Depth of the Deposit Rock Hardness Desired Sample Size Environmental Considerations Advantages and Disadvantages of Drilling Techniques Rotary Drilling Advantages and Disadvantages Percussion Drilling Advantages and Disadvantages Diamond Core Drilling Advantages and Disadvantages Auger Drilling Advantages and Disadvantages Reverse Circulation Drilling Advantages and Disadvantages Drilling Equipment and Tools Drill Bits Drill Rods Drill Pipe Drill Collars Drill Fluid Systems Drill Rig Components Drilling Fluid Composition and Properties Viscosity Density pH Filtration Drilling Fluid Functions Cooling and Lubrication Removal of Cuttings Stabilization of Borehole Walls Drilling Fluid Circulation and Pumping Borehole Design and Stability Casing and Cementing Borehole Deviation and Directional Drilling Drilling Safety and Regulations Personal Protective Equipment (PPE) Hazard Identification and Risk Assessment Drilling Accident Prevention Environmental Regulations and Compliance Drilling Data Acquisition and Analysis Geological Logging Geophysical Logging Drill Core Sampling and Testing Data Integration and Interpretation Conclusion and Future Trends in Drilling
Department Of The Interior And Related Agencies Appropriations For 2001 Justification Of The Budget Estimates U S Geological Survey
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Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Department of the Interior and Related Agencies
language : en
Publisher:
Release Date : 2000
Department Of The Interior And Related Agencies Appropriations For 2001 Justification Of The Budget Estimates U S Geological Survey written by United States. Congress. House. Committee on Appropriations. Subcommittee on Department of the Interior and Related Agencies and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with United States categories.
Mining Engineering Open Pit Techniques
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Author : Prof. Dr. Bilal Semih Bozdemir
language : en
Publisher: Prof. Dr. Bilal Semih Bozdemir
Release Date :
Mining Engineering Open Pit Techniques written by Prof. Dr. Bilal Semih Bozdemir and has been published by Prof. Dr. Bilal Semih Bozdemir this book supported file pdf, txt, epub, kindle and other format this book has been release on with Technology & Engineering categories.
Mining Engineering: Open Pit Techniques Introduction to Open Pit Mining Geological Considerations Ore and Waste Characterization Pit Design and Planning Survey and Geotechnical Assessments Drilling and Blasting Techniques Excavation and Loading Equipment Haul Road Construction Overburden and Waste Management Dewatering and Drainage Systems Environmental Regulations and Compliance Safety Protocols in Open Pit Mines Productivity and Efficiency Optimization Technological Advancements in Open Pit Mining