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Islam M: Drilling in Unconventional
Formations

Drilling in Unconventional Formations

Deep Learning for Earth Observation and Climate Monitoring bridges the gap between deep learning and the Earth sciences, offering cutting-edge techniques and applications that are transforming our understanding of the environment. With a focus on practical scenarios, this book introduces readers to the fundamental concepts of deep learning, from classification and image segmentation to anomaly detection and domain adaptability. The book includes practical discussion on regression, parameter retrieval, forecasting, and interpolation, among other topics. With a solid foundational theory, real-world examples, and example codes, it provides a full understanding of how intelligent systems can be applied to enhance Earth observation and especially climate monitoring. This book allows readers to apply learning representations, unsupervised deep learning, and physics-aware models to Earth observation data, enabling them to leverage the power of deep learning to fully utilize the wealth of environmental data from satellite technologies.

Deep Learning for Earth Observation and Climate Monitoring

Regional Geology Reviews

Pursuing a new global approach, this unique book provides an updated review of the geology of Iberia and its continental margins from a geodynamic perspective. Owing to its location close to successive plate margins, Iberia has played a pivotal role in the geodynamic evolution of the Gondwanan, Rheic, Pangea, Tethys s.l. and Eurasian plates over the last 600 Ma of Earth’s history. The geological record begins with the amalgamation of Gondwana in the Neoproterozoic, followed by the rifting and spread of the Rheic ocean; its demise, which led to the amalgamation of Pangea in the late Paleozoic; the rifting and spread of several arms of the Neotethys ocean in the Mesozoic Era; and concludes with their ongoing closure, which was responsible for the Alpine orogeny. The significant advances made in the past 20 years have attracted considerable international research interest in the geology of the Iberian Peninsula.  This volume focuses in the Cadomian orogenic cycle and the oldest geological records in the Iberian Peninsula.&nbsp;

Volume 1: Cadomian Cycle

The Geology of Iberia: A Geodynamic Approach

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

Fifty Things to Do in the Garden

Unlocking the Secrets of the Deep Sea

The Dark Frontier

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

Nature wants to heal, and we are finally understanding the best ways to help. We know that when Earth's ecosystems fall out of harmony, the damage can spiral out of control. But what if we could help nature to regain its balance?As a leading ecologist, Professor Thomas Crowther studies not just how species work individually but how whole complex ecosystems work to regulate themselves. When we set the right conditions for nature to thrive, each species helps to support the life of every other species. This means not just planting trees, but taking into account the fascinating role of fungi and soil bacteria, as well as the free movement of wild animals. By revealing how the feedback loops that generate sustainable ecosystems give rise to the stars, planets, and life; economic inequality and privilege; and the way we see the world, Restore shows how we can do our part so that nature can begin the vital process of healing itself.

The Power of Feedback Loops to Make a Better World

Nature's Echo

Geologie und Metallogenie der Lagerstätten im Erzgebirge - Krušné hory

Sustainable Computing and Optimization

Multi-Criteria Decision Making for Risk Assessment of Emerging Environmental Contaminants

How do you explore distant stars, buried water on Mars or the first moments after the Big Bang - without leaving your back garden? In The Radio Universe, award-winning astrophysicist Emma Chapman takes us on an electrifying voyage through the cosmos using one of the most powerful, yet overlooked, tools in science: the radio wave. With dazzling clarity and humour, Chapman reveals how these invisible messengers glide through space, bounce off planets, tunnel through clouds and slip past galactic dust - carrying secrets of the universe that no other kind of light can uncover. We follow a single radio wave as it escapes Earth and travels outward - ricocheting off the Moon, tunnelling through Venus's furnace-thick atmosphere, tracing ancient ice hidden in Mercury's shadows and diving deep into the swirling arms of the Milky Way. Along the way, we meet black holes that roar louder than stars, pulsars more precise than atomic clocks and galaxies lit by the very first starlight. We explore volcanic pancake planets, death-defying neutron stars, the eerie possibility of alien broadcasts - and the fragile question of our own future in the cosmos. A celebration of human ingenuity and cosmic curiosity, The Radio Universe reveals that the true frontier of space isn't 'out there' - it's humming quietly all around us, waiting to be heard.

How to Explore Outer Space Without Leaving Earth

The Radio Universe

Deep Learning for Multi-Sensor Earth Observation addresses the need for transformative Deep Learning techniques to navigate the complexity of multi-sensor data fusion. With insights drawn from the frontiers of remote sensing technology and AI advancements, it covers the potential of fusing data of varying spatial, spectral, and temporal dimensions from both active and passive sensors. This book offers a concise, yet comprehensive, resource, addressing the challenges of data integration and uncertainty quantification from foundational concepts to advanced applications. Case studies illustrate the practicality of deep learning techniques, while cutting-edge approaches such as self-supervised learning, graph neural networks, and foundation models chart a course for future development. Structured for clarity, the book builds upon its own concepts, leading readers through introductory explanations, sensor-specific insights, and ultimately to advanced concepts and specialized applications. By bridging the gap between theory and practice, this volume equips researchers, geoscientists, and enthusiasts with the knowledge to reshape Earth observation through the dynamic lens of deep learning.

Deep Learning for Multi-Sensor Earth Observation

This book identifies air pollution in megacity areas as a serious environmental issue that calls for prompt countermeasures. The first book to compare air pollution in Mexican megacities to those in Japan, it examines air pollution trends for the past 50 years, mainly focusing on Mexico and Japan, but also including data from the US and China. It consists of 3 sections, discussing 1) air pollutants and formation mechanisms; 2) air pollution trends and contributing factors; and 3) Characteristics of air pollution in three Mexican Megacity Areas - Mexico City, Guadalajara and Monterrey. It also proposes co-beneficial countermeasure scenarios that can effectively improve regional and global atmospheric environmental conditions. Helping readers to understand air pollution formation mechanisms and countermeasure scenarios that are effective at both regional and global scales, the book appeals to researchers and graduate students in the field of atmospheric environmental science, as well as undergraduate science, engineering and social sciences students, and environmental administrative officers and anyone interested in our atmospheric environment.

Mexico and Japan

Urban Air Pollution

Drilling in Unconventional Formations

Informations bibliographiques

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