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Deep Learning for Synthetic Aperture
Radar Remote Sensing

Deep Learning for Synthetic Aperture Radar Remote Sensing

Mining has evolved in the 21st century into an indispensable industry that provides a variety of mineral products needed to sustain a modern society. To achieve efficiency, it has also grown into an integrated enterprise of enormous size, wielding substantial economic power. Tailings is essentially a fine-particle mine-waste byproduct. Its management has gone through major transformations in the last century. In early years tailings was disposed of out of sight and literally out of mind. However, due to the physical and chemical characteristics of tailings, this laissez-faire approach in dealing with its disposal led to significant environmental degradation such as pollution and blockage of watercourses, etc. With the rising environmental protection movement, the mining operation is under increasing regulatory constraints and governmental monitoring. Modern tailings dams have become major hydraulic structures designed, constructed, and monitored until they are properly closed and reclaimed after the completion of mining tenure. These dams are often higher than 100 m, with a storage capacity of over hundreds of million cubic metres, serving a vital industrial function for the public. Unfortunately, when such a dam fails, it unleashes tremendous destructive power causing inundation of water and tailings mud over the downstream area resulting in fatalities, loss of property and infrastructure, and lasting environmental degradation. This book presents a condensed monograph on forensic investigations of select case histories of failed tailings dams. The selection tends to emphasize recent cases that have representative characteristics including those affecting the evolution of the current practice of tailings dam engineering. Efforts are made to facilitate readers’ understanding of important factors involved by using plain language. Technical terms are clearly explained before their usage. The objective of the monograph is to provide a neutral reference on tailings dam failure.The author hopes ongoing dialogues by all stakeholders on the important topics of dam safety will raise the safety standard of tailings dams to a new level compatible with public expectations of the sustainable mining industry.&nbsp; &nbsp; &nbsp;&nbsp;

Socio-Economic-Environmental Impacts

Tailings Dam Failure

Earth Observation

The Geoinformatics Frontier: AI, Big Data, and Crowdsourced Technologies tackles the critical challenge of integrating Geoinformatics, AI, Big Data, and VGI; offering a comprehensive introduction to these pivotal concepts, the book elucidates their foundations and relevance to Geoinformatics. It approaches builds on the theory discussed with practical guidance, examples, and detailed case studies; equipping readers with the knowledge needed to effectively implement them. The book presents case studies spanning various sectors, showcasing how the technologies can be successfully employed to address intricate spatial issues and facilitate well-informed decision-making for the complexities of managing large-scale spatial datasets. It also provides indispensable insights into data collection, storage, quality control, and fusion techniques, offering practical solutions to the challenges of data storage, processing, and analysis. The Geoinformatics Frontier serves as an indispensable guide, bridging the gap in understanding and practice for geospatial scientists, empowering readers to harness the transformative potential of Geoinformatics and advanced computer technologies.

AI, Big Data, and Crowdsourced Technologies

The Geoinformatics Frontier

The deep sea is one of humanity's last frontiers. For most of our history it has been a remote realm, invoking awe and terror as it lays shrouded in darkness. But here, where the light cannot reach, lies a strange, wonderful and breath-taking portal into Earth's past, teeming with scientific marvels and lessons for the future of life on this planet. In The Dark Frontier, marine microbiologist and expert deep-sea explorer Jeffrey Marlow plunges us into the unreachable realm and invites us into close-up encounters with its hidden brilliance. There are translucent shrimp that dance through sulfurous vents, crabs that stretch twelve feet from claw to claw and the eerie chalk-white towers of the 'Lost City'. Immersive and illuminating, Marlow's journeys heed warnings too: our reach is exceeding our grasp. We are irrevocably changing the deep sea before we even know it. This expansive book offers crucial and surprising insights into the birthplace of life on ancient Earth. It shows how life can thrive in even the most extreme conditions and expands our understanding of possibilities - and our responsibilities - on earth and beyond.

Unlocking the Secrets of the Deep Sea

The Dark Frontier

This book provides a thorough and extensive review of the field that is now commonly referred to as 'geographical profiling', throwing light on the psychology of criminality, police investigation and the management of crime.

This book provides a thorough and extensive review of the field that is now commonly referred to as ‘geographical profiling’, throwing light on the psychology of criminality, police investigation and the management of crime.

Theory and Practice

Geographical Offender Profiling

Geophysical Monograph Series

Oceanic Transform Faults to Continental Plate Boundaries

Strike-Slip Tectonics

Whilst there are many books which deal with decision making in a general, process or mathematical sense, there are very few books which address the nature of poor decision making and particularly how to avoid decisions with unintended consequences and surprises. This book is unique in that it has taken a military intelligence concept from the CIA and applied it to the corporate world. As such it offers a fresh perspective on the decision making process. This book will provide the reader with a clear understanding of the nature of blowback, how to assess it and how to avoid it.

Whilst there are many books which deal with decision making in a general, process or mathematical sense, there are very few books which address the nature of poor decision making and particularly how to avoid decisions with unintended consequences and surprises.   There are plenty of sources of influence on any significant decisions within business; the politics or culture of the organization (or of the environment in which it operates); the passage of time following the decision; the availability of information; the behaviour of customers, stakeholders or activitists and the impact of fear, greed or panic on their view of the situation.  Andrew Holmes provides readers with the means to understand the nature of this influence; how to model the potential for blowback on any decisions that you may be planning, along with a series of tools and techniques for mitigating or avoiding blowback.  Every week all sorts of organizations find their reputation, their share price or even their very business, under pressure because of the consequences or blowback from poor or hasty decisions. Andrew Holmes book provides you with an understanding of the phenomenon as well as a very practical guide to more resilient decision making.  This book will provide the reader with a clear understanding of the nature of blowback, how to assess it and how to avoid it.

How to Avoid Unintended and Undesired Consequences in Decision-Making

Blowback in Business

Advances in Geophysical and Environmental Mechanics and Mathematics

A thematic introduction to the modern theory of continuum mechanics and thermodynamics is presented from the viewpoint of granular and porous materials. In the approach taken here, granular and porous media are treated as continuous macroscopic systems of which the overall response is significantly influenced and determined by microstructural effects. In the continuum mechanical modeling, those microscale effects are captured by the introduction of so-called internal variables which account for geometric and material inhomogeneities or the multiphase nature of granular mixtures. Describing the evolution of such internal variables by additional balance laws, the resulting continuum-thermodynamical system requires careful analysis, including, e.g. the application of the entropy principle of Müller with the corresponding approach of exploitation as suggested by Liu. The book is self-contained and addresses an interdisciplinary audience including civil and geotechnical engineers, physicists, applied mathematicians, soil mechanicians and continuum mechanicians.

A thematic introduction to the modern theory of continuum mechanics and thermodynamics is presented from the viewpoint of granular and porous materials. In the approach taken here, granular and porous media are treated as continuous macroscopic systems of which the overall response is significantly influenced and determined by microstructural effects. In the continuum mechanical modeling, those microscale effects are captured by the introduction of so-called internal variables which account for geometric and material inhomogeneities or the multiphase nature of granular mixtures. Describing the evolution of such internal variables by additional balance laws, the resulting continuum-thermodynamical system requires careful analysis, including, e.g. the application of the entropy principle of Müller with the corresponding approach of exploitation as suggested by Liu. The book is self-contained and addresses an interdisciplinary audience including civil and geotechnical engineers, physicists, applied mathematicians, soil mechanicians and continuum mechanicians.

Continuum Description of Granular Materials

Theoretical and Computational Chemistry

Methods and Applications

Introduction to Computational Chemistry

Remote Sensing, Big Data, and GeoAI: Exploring Applications with Geospatial Insights is an in-depth analysis of the transformative power of AI and Big Data in remote sensing. This book provides readers with the knowledge and tools to utilize these technologies to enhance decision-making and analysis. Starting from fundamental concepts, it progresses to advanced applications, offering accessible explanations and real-world examples to bridge the gap between theory and practice. The book uses a structured format to balance theoretical knowledge with immersive case studies, giving readers a deeper understanding of practical implications. It also covers ethical and legal considerations, making it an invaluable resource for researchers, professionals, and students keen on using AI and Big Data techniques in remote sensing to solve complex geospatial challenges.

Exploring Applications with Geospatial Insights

Remote Sensing, Big Data, and GeoAI

Jedes Jahr wird die Öffentlichkeit von Berichten über Naturereignisse und deren Folgen für die betroffenen Menschen erschüttert: Der Tsunami am 26. Dezember 2004 ging als eine der größten Naturkatastrophen der Neuzeit in die Geschichte ein, in den nachfolgenden Jahren wurden in mehreren Ländern Europas Jahrhunderthochwasser gemeldet. Und dieser Tage beherrschen Schlagzeilen über das verheerende Erdbeben in Nepal unsere Nachrichten. Diese und weitere Beispiele sind Thema des vorliegenden Lese- und Lehrbuchs. Die Geographie ist durch das Zusammenwirken von physio- und humangeographischen Ansätzen wie keine andere Wissenschaft dazu prädestiniert, die vielfach miteinander verknüpften Problemlagen einer Katastrophe in ihren zahlreichen Facetten und Handlungsdimensionen umfassend zu "begreifen". Wissenschaftler aus beiden Bereichen verknüpfen in diesem Buch die naturwissenschaftlichen Fragen nach den Auslösern von Naturkatastrophen - etwa mit Blick auf geotektonische Vorgänge oder klimatische Prozesse - mit gesellschaftlichen Fragestellungen: Hier geht es um medizinische und soziale Probleme, um die Verwundbarkeit bestimmter Bevölkerungsgruppen und um die Einbettung dieser Aspekte in globale Wirtschaftsverflechtungen. Geographie und Katastrophenforschung gehören zu den wenigen Wissenschaften, welche unterschiedliche Maßstabsebenen von global bis lokal miteinander verknüpfen; sie betrachten damit die globale Umweltsituation und die ökologische Zukunft unseres Planeten ebenso wie lokale Problemstellungen. Das sich neu etablierende Themenfeld der Hazardforschung veranschaulicht, wie aktuelle Ereignisse mit langfristigen Entwicklungen in Beziehung stehen (Stichwort Global Change), und berücksichtigt dabei die Bewältigung ebenso wie auch die Prävention von Katastrophen.

Jedes Jahr wird die Öffentlichkeit von Berichten über Naturereignisse und deren Folgen für die betroffenen Menschen erschüttert: Der Tsunami am 26. Dezember 2004 ging als eine der größten Naturkatastrophen der Neuzeit in die Geschichte ein, in den nachfolgenden Jahren wurden in mehreren Ländern Europas Jahrhunderthochwasser gemeldet. Und dieser Tage beherrschen Schlagzeilen über das verheerende Erdbeben in Nepal unsere Nachrichten. Diese und weitere Beispiele sind Thema des vorliegenden Lese- und Lehrbuchs. Die Geographie ist durch das Zusammenwirken von physio- und humangeographischen Ansätzen wie keine andere Wissenschaft dazu prädestiniert, die vielfach miteinander verknüpften Problemlagen einer Katastrophe in ihren zahlreichen Facetten und Handlungsdimensionen umfassend zu „begreifen". Wissenschaftler aus beiden Bereichen verknüpfen in diesem Buch die naturwissenschaftlichen Fragen nach den Auslösern von Naturkatastrophen – etwa mit Blick auf geotektonische Vorgänge oder klimatische Prozesse – mit gesellschaftlichen Fragestellungen: Hier geht es um medizinische und soziale Probleme, um die Verwundbarkeit bestimmter Bevölkerungsgruppen und um die Einbettung dieser Aspekte in globale Wirtschaftsverflechtungen. Geographie und Katastrophenforschung gehören zu den wenigen Wissenschaften, welche unterschiedliche Maßstabsebenen von global bis lokal miteinander verknüpfen; sie betrachten damit die globale Umweltsituation und die ökologische Zukunft unseres Planeten ebenso wie lokale Problemstellungen. Das sich neu etablierende Themenfeld der Hazardforschung veranschaulicht, wie aktuelle Ereignisse mit langfristigen Entwicklungen in Beziehung stehen (Stichwort Global Change), und berücksichtigt dabei die Bewältigung ebenso wie auch die Prävention von Katastrophen.

Naturrisiken und Sozialkatastrophen

Geologie und Metallogenie der Lagerstätten im Erzgebirge - Krušné hory

Deep Learning for Synthetic Aperture Radar Remote Sensing

Bibliografische Angaben

Schlagworte

Bibliografische Angaben

Schlagworte

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