Author: Weitao Chen
Publisher: Springer Nature
ISBN: 9811937397
Category : Computers
Languages : en
Pages : 254
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Book Description
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.
Author: Weitao Chen
Publisher: Springer Nature
ISBN: 9819989973
Category : Computers
Languages : en
Pages : 240
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Book Description
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.
Author: Zhouchen Lin
Publisher: Springer Nature
ISBN: 981978493X
Category :
Languages : en
Pages : 587
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Book Description
Author: Shifeng Dai
Publisher: Routledge
ISBN: 0429830467
Category : Science
Languages : en
Pages : 300
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Book Description
‘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.
Author: Orhan Altan
Publisher: Springer
ISBN: 303005330X
Category : Science
Languages : en
Pages : 312
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Book Description
In the past several years, there have been significant technological advances in the field of crisis response. However, many aspects concerning the efficient collection and integration of geo-information, applied semantics and situation awareness for disaster management remain open. Improving crisis response systems and making them intelligent requires extensive collaboration between emergency responders, disaster managers, system designers and researchers alike. To facilitate this process, the Gi4DM (GeoInformation for Disaster Management) conferences have been held regularly since 2005. The events are coordinated by the Joint Board of Geospatial Information Societies (JB GIS) and ICSU GeoUnions. This book presents the outcomes of the Gi4DM 2018 conference, which was organised by the ISPRS-URSI Joint Working Group ICWG III/IVa: Disaster Assessment, Monitoring and Management and held in Istanbul, Turkey on 18-21 March 2018. It includes 12 scientific papers focusing on the intelligent use of geo-information, semantics and situation awareness.
Author: Michael Sakellariou
Publisher: BoD – Books on Demand
ISBN: 1789854652
Category : Technology & Engineering
Languages : en
Pages : 296
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Book Description
This volume presents a selection of chapters covering a wide range of tunneling engineering topics. The scope was to present reviews of established methods and new approaches in construction practice and in digital technology tools like building information modeling. The book is divided in four sections dealing with geological aspects of tunneling, analysis and design, new challenges in tunnel construction, and tunneling in the digital era. Topics from site investigation and rock mass failure mechanisms, analysis and design approaches, and innovations in tunnel construction through digital tools are covered in 10 chapters. The references provided will be useful for further reading.
Author: Prof. Dr. Bilal Semih Bozdemir
Publisher: Prof. Dr. Bilal Semih Bozdemir
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 543
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Book Description
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
Author: Waterways Experiment Station (U.S.)
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 610
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Book Description
Author: Prof. Dr. Bilal Semih Bozdemir
Publisher: Prof. Dr. Bilal Semih Bozdemir
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 523
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Book Description
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
Author:
Publisher:
ISBN:
Category : Aerial photography in geology
Languages : en
Pages : 272
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Book Description
