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Remote Sensing Geology

Remote Sensing Geology PDF Author: Ravi P. Gupta
Publisher: Springer
ISBN: 3662558769
Category : Technology & Engineering
Languages : en
Pages : 428

Book Description
Over the past decade, advances in sensor technology, processing algorithms, and computational capacity have taken remote sensing to a level where observations can be transformed into quantitative measurements, and the technology can be used in near real-time for mapping, monitoring and decision-making. For the third edition, this widely acclaimed book has been fully revised, enlarged and updated. It covers remote sensing in a wide range of optical, thermal, and microwave wavelengths and their host of geologic applications featuring sample applications from around the globe. In addition, it presents state-of-the-art content on emerging themes such as atmospheric interactions, spectroscopy, spectral indices, prospectivity modelling, and multi-sensor geodata integration. The subject matter is presented at a basic level, offering students an excellent introductory text on remote sensing. Further, the main part of the book will also be of great value to active researchers. Excerpt from the review of Remote Sensing Geology (2nd ed., 2003): International Journal of Applied Earth Observation and Geoinformation, 5 (2004) 239–240 “....Graduate students, research workers and professional earth scientists will use this book to their advantage and with pleasure; it is well-written, to the point and with an emphasis on understanding the principles underlying this wide spectre of technology in its application to the earth sciences. Remote sensing is a fascinating subject; so is geology. The author has fully succeeded in providing a fascinating book that combines them in a handy volume.” Jan J. Nossin

Manual of Remote Sensing, Remote Sensing for the Earth Sciences

Manual of Remote Sensing, Remote Sensing for the Earth Sciences PDF Author: Andrew N. Rencz
Publisher: John Wiley & Sons
ISBN: 9780471294054
Category : Technology & Engineering
Languages : en
Pages : 774

Book Description
Die großen Fortschritte in der Fernerkundung sowie die Verfügbarkeit umfangreicher neuer Satellitendaten machten die Neuauflage des bekannten 8-bändigen "Manual of Remote Sensing" erforderlich. Behandelt werden Theorie und praktische Anwendungsmöglichkeiten von Fernerkundungs-Satellitendaten auf geologische Problemstellungen. Darüber hinaus beschreibt Band 3 die technischen Mittel zur Erzielung der Daten (Radar, Licht-, Infrarot- und geophysikalische Sensoren) und deren Anwendungsbereiche (Exploration von Erz- und Kohlelagerstätten, Stratigraphie, technische Geologie und Umweltstudien). Dieser Band bietet eine ideale Kombination von Theorie, Datenanalyse und Fallstudien zur Veranschaulichung grundlegender Konzepte.

Remote Sensing Geology

Remote Sensing Geology PDF Author: Ravi P. Gupta
Publisher: Springer
ISBN: 3662558769
Category : Technology & Engineering
Languages : en
Pages : 428

Book Description
Over the past decade, advances in sensor technology, processing algorithms, and computational capacity have taken remote sensing to a level where observations can be transformed into quantitative measurements, and the technology can be used in near real-time for mapping, monitoring and decision-making. For the third edition, this widely acclaimed book has been fully revised, enlarged and updated. It covers remote sensing in a wide range of optical, thermal, and microwave wavelengths and their host of geologic applications featuring sample applications from around the globe. In addition, it presents state-of-the-art content on emerging themes such as atmospheric interactions, spectroscopy, spectral indices, prospectivity modelling, and multi-sensor geodata integration. The subject matter is presented at a basic level, offering students an excellent introductory text on remote sensing. Further, the main part of the book will also be of great value to active researchers. Excerpt from the review of Remote Sensing Geology (2nd ed., 2003): International Journal of Applied Earth Observation and Geoinformation, 5 (2004) 239–240 “....Graduate students, research workers and professional earth scientists will use this book to their advantage and with pleasure; it is well-written, to the point and with an emphasis on understanding the principles underlying this wide spectre of technology in its application to the earth sciences. Remote sensing is a fascinating subject; so is geology. The author has fully succeeded in providing a fascinating book that combines them in a handy volume.” Jan J. Nossin

Remote Sensing in Geoscience

Remote Sensing in Geoscience PDF Author: Nitin Kumar Tripathi
Publisher: Anmol Publications Pvt Limited
ISBN: 9788126101559
Category : Science
Languages : en
Pages : 0

Book Description
Remote Sensing Technology Is Today Widely Used In The Survey And Management Of Natural Resources. The Present Book Contains Much Informative And Well-Researched Articles, Contributed By Eminent Academics And Scientists In The Field. Topics Like Ground Water Prospecting Through Remote Sensing; Data Integration In Geographic Information System And Its Efficacy; Highlights Of Advanced Technologies In Remote Sensing; Utility Of Gis And Image Processing Methods For Agro-Based Commercial Ventures; Remote Sensing Methodologies For Indian Small Scale Mining Industry; Filtering Applications In Geosciences; Integration Of Collateral Data With Remote Sensing Data; Ground Water Budgeting Through Satellite Data; Neural Network And Fuzzy Logic In Remote Sensing; Image Enhancement Analysis For Improving Classification Accuracy Over Vegetated Areas; Evidence Classifier For Land Use/Land Cover Classification; Morphological Image Processing; Integration Of Spot And Sar Images For Monitoring Of Environmental Changes By A Fuzzy Neural Network; Correlation Of Landsat Images To Resistivity And Seismic Structures In A Sedimentary Basin; Novel Vegetation Indices For Remote Sensing Of Chlorophyll Contents In Higher Plants; Remote Sensing Of Chlorophyll; Evaluation Of Groundwater Potentials In Hard Rock Terrains Through Geomorphic Mapping; Application Of Remote Sensing To Land Slide Studies; Use Of Remotely Sensed Data To Study And Arid Terrain, Wadi Tabalah Area, Kingdom Of Saudi Arabia; Application Of Remote Sensing Technology In Mapping And Monitoring Salt Affected Soils; Lineament Mapping On Satellite Images For Deciphering Hydrogeologic Situation In Banas River Basin, Etc. Researchers, Scientists And Academics Will Find This Book Of Utmost Use.

Deep Learning for the Earth Sciences

Deep Learning for the Earth Sciences PDF Author: Gustau Camps-Valls
Publisher: John Wiley & Sons
ISBN: 1119646162
Category : Technology & Engineering
Languages : en
Pages : 436

Book Description
DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. Deep Learning for the Earth Sciences delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares readers to be ready to use the technologies and principles described in their own research. The distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: An introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation An exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration Practical discussions of regression, fitting, parameter retrieval, forecasting and interpolation An examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations Perfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, Deep Learning for the Earth Sciences will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists.

Geoscience and Remote Sensing

Geoscience and Remote Sensing PDF Author: Pasquale Imperatore
Publisher: BoD – Books on Demand
ISBN: 9537619974
Category : Technology & Engineering
Languages : en
Pages : 518

Book Description
Our planet is nowadays continuously monitored by powerful remote sensors operating in wide portions of the electromagnetic spectrum. Our capability of acquiring detailed information on the environment has been revolutionized by revealing its inner structure, morphology and dynamical changes. The way we now observe and study the evolution of the Earths status has even radically influenced our perception and conception of the world we live in. The aim of this book is to bring together contributions from experts to present new research results and prospects of the future developments in the area of geosciences and remote sensing, emerging research directions are discussed. The volume consists of twenty-six chapters, encompassing both theoretical aspects and application-oriented studies. An unfolding perspective on various current trends in this extremely rich area is offered. The book chapters can be categorized along different perspectives, among others, use of active or passive sensors, employed technologies and configurations, considered scenario on the Earth, scientific research area involved in the studies.

Manual of Remote Sensing, Remote Sensing for Natural Resource Management and Environmental Monitoring

Manual of Remote Sensing, Remote Sensing for Natural Resource Management and Environmental Monitoring PDF Author: Susan L. Ustin
Publisher: John Wiley & Sons
ISBN: 0471317934
Category : Science
Languages : en
Pages : 768

Book Description
Part of an ongoing series of manuals covering the range of applications of remotely sensed imagery, Volume 4 addresses the use of this technology in natural resource management and environmental monitoring. Comprehensive, authoritative, and up-to-date, it covers terrestrial ecosystems, aquatic ecosystems, and agriculture ecosystems, as well as future directions in technology and research.

Fundamentals of Geological and Environmental Remote Sensing

Fundamentals of Geological and Environmental Remote Sensing PDF Author: Robert K. Vincent
Publisher:
ISBN:
Category : Earth sciences
Languages : en
Pages : 408

Book Description
Aims to present remote sensing as it applies to environmental monitoring. It features mineral and petroleum remote-sensing. There is a focus on multispectral applications and digital photogrammetry. Ratio codes and brightness codes are included in an appendix. This has reduced the spectra of minerals to simple, one-digit-per-band codes, helping the user select the best bands or ratios to highlight a mineral. Imaging gases, especially methane, have been included. With the book, students can perform elevation extraction from digitized stereo pairs. Case studies appear throughout the text, allowing students to see how remote-sensing is used in petroleum and mining companies.

Remote Sensing for Geoscientists

Remote Sensing for Geoscientists PDF Author: Gary L. Prost
Publisher: CRC Press
ISBN: 1466561742
Category : Science
Languages : en
Pages : 704

Book Description
This third edition of the bestselling Remote Sensing for Geologists: A Guide to Image Interpretation is now titled Remote Sensing for Geoscientists: Image Analysis and Integration. The title change reflects that this edition applies to a broad spectrum of geosciences, not just geology; stresses that remote sensing has become more than photointerpretation; and emphasizes integration of multiple remote sensing technologies to solve Earth science problems. The text reviews systems and applications, explains what to look for when analyzing imagery, and provides abundant case histories to illustrate the integration and application of these tools. See What’s New in the Second Edition: Broader coverage to include integration of multiple remote sensing technologies Expanded with significant new illustrations in color and reviews of new satellites and sensors Analysis of imagery for geobotanical remote sensing, remote geochemistry, modern analogs to ancient environments, and astrogeology The book covers how to initiate a project, including determining the objective, choosingthe right tools, and selecting imagery. It describes techniques used in geologic mapping and mineral and hydrocarbon exploration, image analysis used in mine development and petroleum exploitation, site evaluation, groundwaterdevelopment, surface water monitoring, geothermal resource exploitation, and logistics. It also demonstrates how imageryis used to establish environmental baselines; monitor land, air, and water quality; maphazards; and determine the effects of global warming. The many examples of geologic mapping on other planets and the moon highlight how to analyze planetary surface processes, map stratigraphy, and locate resources. The book then examines remote sensing and the public, geographic information systems and Google Earth, and how imagery is used by the media, in the legal system, in public relations, and by individuals. Readers should come away with a good understanding of what is involved in image analysis and interpretation and should be ableto recognize and identify geologic features of interest. Having read this book, they should be able to effectively use imagery in petroleum, mining, groundwater, surface water, engineering, and environmental projects.

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing PDF Author: Hyung-Sup Jung
Publisher:
ISBN: 9783039212163
Category : Electronic books
Languages : en
Pages : 1

Book Description
As computer and space technologies have been developed, geoscience information systems (GIS) and remote sensing (RS) technologies, which deal with the geospatial information, have been rapidly maturing. Moreover, over the last few decades, machine learning techniques including artificial neural network (ANN), deep learning, decision tree, and support vector machine (SVM) have been successfully applied to geospatial science and engineering research fields. The machine learning techniques have been widely applied to GIS and RS research fields and have recently produced valuable results in the areas of geoscience, environment, natural hazards, and natural resources. This book is a collection representing novel contributions detailing machine learning techniques as applied to geoscience information systems and remote sensing.

Remote Sensing in Geology

Remote Sensing in Geology PDF Author: Barry S. Siegal
Publisher: John Wiley & Sons
ISBN:
Category : Science
Languages : en
Pages : 762

Book Description
"Remote sensing in geology is a timely book that presents an authoritative discussion of remote sensing techniques and their application to geological sciences."--Pref.