Remote Sensing Intelligent Interpretation for Geology

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Publisher : Springer Nature
ISBN 13 : 9819989973
Total Pages : 240 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Remote Sensing Intelligent Interpretation for Geology by : Weitao Chen

Download or read book Remote Sensing Intelligent Interpretation for Geology written by Weitao Chen and published by Springer Nature. This book was released on 2024-01-03 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Remote Sensing Intelligent Interpretation for Mine Geological Environment

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Publisher : Springer Nature
ISBN 13 : 9811937397
Total Pages : 254 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Remote Sensing Intelligent Interpretation for Mine Geological Environment by : Weitao Chen

Download or read book Remote Sensing Intelligent Interpretation for Mine Geological Environment written by Weitao Chen and published by Springer Nature. This book was released on 2022-08-18 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Intelligent Interpretation for Geological Disasters

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Publisher : Springer Nature
ISBN 13 : 9819958229
Total Pages : 241 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligent Interpretation for Geological Disasters by : Weitao Chen

Download or read book Intelligent Interpretation for Geological Disasters written by Weitao Chen and published by Springer Nature. This book was released on 2023-09-12 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively utilizes the new generation of artificial intelligence and remote sensing science and technology to systematically carry out researches on high-precision recognition, monitoring, analysis, and assessment of geological disasters by using different technologies of "ground, airspace, and space-based systems" and different scales of "target-semantic-region". The main contents include: 1) Intelligent interpretation theory and methods of geological disasters, 2) Intelligent analysis of landslide based on long-term ground monitoring data, 3) Intelligent analysis of landslide evolution based on optical satellite remote sensing data, 4) Deep learning-based remote sensing detection of landslide, 5) Intelligent assessment methods of landslide susceptibility, 6) Intelligent recognition of ground figure based on airspace-based remote sensing data. The book is of interest to graduate student, scientific, and technological personnel who work in the area of geological disasters, natural hazards, remote sensing, and artificial intelligence.

Image Processing and GIS for Remote Sensing

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Publisher : John Wiley & Sons
ISBN 13 : 1118724208
Total Pages : 484 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Image Processing and GIS for Remote Sensing by : Jian Guo Liu

Download or read book Image Processing and GIS for Remote Sensing written by Jian Guo Liu and published by John Wiley & Sons. This book was released on 2016-03-21 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the successful publication of the 1st edition in 2009, the 2nd edition maintains its aim to provide an application-driven package of essential techniques in image processing and GIS, together with case studies for demonstration and guidance in remote sensing applications. The book therefore has a “3 in 1” structure which pinpoints the intersection between these three individual disciplines and successfully draws them together in a balanced and comprehensive manner. The book conveys in-depth knowledge of image processing and GIS techniques in an accessible and comprehensive manner, with clear explanations and conceptual illustrations used throughout to enhance student learning. The understanding of key concepts is always emphasised with minimal assumption of prior mathematical experience. The book is heavily based on the authors’ own research. Many of the author-designed image processing techniques are popular around the world. For instance, the SFIM technique has long been adopted by ASTRIUM for mass-production of their standard “Pan-sharpen” imagery data. The new edition also includes a completely new chapter on subpixel technology and new case studies, based on their recent research.

Machine Learning and Artificial Intelligence in Geosciences

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Publisher : Academic Press
ISBN 13 : 0128216840
Total Pages : 318 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Machine Learning and Artificial Intelligence in Geosciences by :

Download or read book Machine Learning and Artificial Intelligence in Geosciences written by and published by Academic Press. This book was released on 2020-09-22 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in this highly-respected publication in the field of geophysics, contains new chapters on a variety of topics, including a historical review on the development of machine learning, machine learning to investigate fault rupture on various scales, a review on machine learning techniques to describe fractured media, signal augmentation to improve the generalization of deep neural networks, deep generator priors for Bayesian seismic inversion, as well as a review on homogenization for seismology, and more. - Provides high-level reviews of the latest innovations in geophysics - Written by recognized experts in the field - Presents an essential publication for researchers in all fields of geophysics

Remote Sensing

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Publisher : Waveland Press
ISBN 13 : 1478645067
Total Pages : 576 pages
Book Rating : 4.4/5 (786 download)

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Book Synopsis Remote Sensing by : Floyd F. Sabins, Jr.

Download or read book Remote Sensing written by Floyd F. Sabins, Jr. and published by Waveland Press. This book was released on 2020-04-01 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Remote sensing has undergone profound changes over the past two decades as GPS, GIS, and sensor advances have significantly expanded the user community and availability of images. New tools, such as automation, cloud-based services, drones, and artificial intelligence, continue to expand and enhance the discipline. Along with comprehensive coverage and clarity, Sabins and Ellis establish a solid foundation for the insightful use of remote sensing with an emphasis on principles and a focus on sensor technology and image acquisition. The Fourth Edition presents a valuable discussion of the growing and permeating use of technologies such as drones and manned aircraft imaging, DEMs, and lidar. The authors explain the scientific and societal impacts of remote sensing, review digital image processing and GIS, provide case histories from areas around the globe, and describe practical applications of remote sensing to the environment, renewable and nonrenewable resources, land use/land cover, natural hazards, and climate change. • Remote Sensing Digital Database includes 27 examples of satellite and airborne imagery that can be used to jumpstart labs and class projects. The database includes descriptions, georeferenced images, DEMs, maps, and metadata. Users can display, process, and interpret images with open-source and commercial image processing and GIS software. • Flexible, revealing, and instructive, the Digital Image Processing Lab Manual provides 12 step-by-step exercises on the following topics: an introduction to ENVI, Landsat multispectral processing, image processing, band ratios and principal components, georeferencing, DEMs and lidar, IHS and image sharpening, unsupervised classification, supervised classification, hyperspectral, and change detection and radar. • Introductory and instructional videos describe and guide users on ways to access and utilize the Remote Sensing Digital Database and the Digital Image Processing Lab Manual. • Answer Keys are available for instructors for questions in the text as well as the Digital Image Processing Lab Manual.

Deep Learning for the Earth Sciences

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Publisher : John Wiley & Sons
ISBN 13 : 1119646162
Total Pages : 436 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Deep Learning for the Earth Sciences by : Gustau Camps-Valls

Download or read book Deep Learning for the Earth Sciences written by Gustau Camps-Valls and published by John Wiley & Sons. This book was released on 2021-08-18 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Proceedings of the 2023 9th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2023)

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Publisher : Springer Nature
ISBN 13 : 9464633360
Total Pages : 871 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the 2023 9th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2023) by : Dayong Li

Download or read book Proceedings of the 2023 9th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2023) written by Dayong Li and published by Springer Nature. This book was released on 2024-01-28 with total page 871 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. As an annual conference held successfully in the past 8 years, 2023 9th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2023) will be held by China University of Petroleum(East China)on October 13-15, 2023 in Qingdao, China. ICACHE 2023 is hosted by China University of Petroleum(East China)and organized by College of Pipeline and Civil Engineering, China University of Petroleum(East China)and supported by China University of Mining & Technology, Beijing, Shandong University of Science and Technology, Sun Yat-sen University, Central South University, Fujian Agriculture and Forestry University, Southeast University, Eshragh Institute of Higher Education, Shandong Chambroad HoldingGroup Co., Ltd., Qingdao Times Design Co., Ltd.. The conference is an international forum for the presentation of technological advances and research results in the fields of architecture, civil and hydraulic engineering. The conference will bring together leading researchers, engineers and scientists in the domain of interest from around the world. We warmly welcome previous and prospected authors submit your new research papers to ICACHE 2023, and share the valuable experiences with the scientist and scholars around the world.

Spatial Observation of Giant Panda Habitat

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Publisher : Springer Nature
ISBN 13 : 9811987947
Total Pages : 391 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Spatial Observation of Giant Panda Habitat by : Xinyuan Wang

Download or read book Spatial Observation of Giant Panda Habitat written by Xinyuan Wang and published by Springer Nature. This book was released on 2023-05-08 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book evaluates the past, present, and future habitat suitability of giant pandas based on spatial observation technology involving optical remote sensing, microwave remote sensing, and LiDAR to discover the mysterious ecological environment of giant panda habitat. Considering the problems faced by the world natural heritage site protection, it takes the world natural heritage site “Sichuan Giant Panda Sanctuaries – Wolong, Mt Siguniang and Jiajin Mountains” as the research area, exemplifies systematically the various techniques and methodologies of spatial information technology for monitoring, evaluation, and prediction of rare and endangered species habitats, and provides scientific suggestions for sustainable development of giant panda habitat based on a series of comprehensive case analysis at Wolong national nature reserve and Ya'an prefecture, Sichuan province, China. The book serves both as a textbook in the field of natural heritage protection, remote sensing, and GIS application, as well as a reference for managing natural heritage sites.

Artificial Intelligence in the Petroleum Industry

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Publisher : Editions TECHNIP
ISBN 13 : 9782710806882
Total Pages : 484 pages
Book Rating : 4.8/5 (68 download)

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Book Synopsis Artificial Intelligence in the Petroleum Industry by : Bertrand Braunschweig

Download or read book Artificial Intelligence in the Petroleum Industry written by Bertrand Braunschweig and published by Editions TECHNIP. This book was released on 1995 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Atlas of Structural Geological and Geomorphological Interpretation of Remote Sensing Images

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Publisher : John Wiley & Sons
ISBN 13 : 1119813387
Total Pages : 276 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Atlas of Structural Geological and Geomorphological Interpretation of Remote Sensing Images by : Achyuta Ayan Misra

Download or read book Atlas of Structural Geological and Geomorphological Interpretation of Remote Sensing Images written by Achyuta Ayan Misra and published by John Wiley & Sons. This book was released on 2022-10-14 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: ATLAS OF STRUCTURAL GEOLOGICAL AND GEOMORPHOLOGICAL INTERPRETATION OF REMOTE SENSING IMAGES An extensive compilation of case studies in structural geology and geomorphology for interpreting remotely sensed images In the Atlas of Structural Geological and Geomorphological Interpretation of Remote Sensing Images, a team of experts delivers an extensive collection of over 20 different examples of structural geological and geomorphological studies by remote sensing. The book demonstrates how to properly interpret geological features and gather robust and reliable information from remote sensing images. This atlas contains high-quality colour images that depict a diversity of structures and geomorphic features from different tectonic regimes and geographic localities in the Americas, Europe, and Australasia. While its primary emphasis is on structural geology, geomorphology is considered in some depth as well. The examples also cover geological hazards, including volcanic eruptions and earthquakes. Readers will also find: A thorough introduction to the background of remote sensing, including foundational concepts and the classification of remote sensing based on data type, source, platform and imaging media Comprehensive discussions of geomorphology, including explorations of lava fissures, badlands and beaches In-depth explorations of structural geology, including discussions of deformation bands, fault lines and earthquake effects Several examples of how to trace hydrological processes such as glacier retreat, changes in drainage patterns and bar formation Perfect for advanced students and researchers in the geoscience community, Atlas of Structural Geological and Geomorphological Interpretation of Remote Sensing Images will also earn a place in the libraries of practicing professionals with an interest in the interpretation of remote sensing images.

Remote Sensing and Image Interpretation

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Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 838 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Remote Sensing and Image Interpretation by : Thomas M. Lillesand

Download or read book Remote Sensing and Image Interpretation written by Thomas M. Lillesand and published by John Wiley & Sons. This book was released on 2004 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: From recent developments in digital image processing to the next generation of satellite systems, this book provides a comprehensive introduction to the field of remote sensing and image interpretation. This book is discipline neutral, so readers in any field of study can gain a clear understanding of these systems and their virtually unlimited applications. * The authors underscore close interactions among the related areas of remote sensing, GIS, GPS, digital image processing, and environmental modeling. * Appendices include material on sources of remote sensing data and information, remote sensing periodicals, online glossaries, and online tutorials.

Computer Processing of Remotely-Sensed Images

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Publisher : John Wiley & Sons
ISBN 13 : 9780470849187
Total Pages : 350 pages
Book Rating : 4.8/5 (491 download)

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Book Synopsis Computer Processing of Remotely-Sensed Images by : Paul M. Mather

Download or read book Computer Processing of Remotely-Sensed Images written by Paul M. Mather and published by John Wiley & Sons. This book was released on 2004-06-25 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Remotely-sensed images of the Earth provide information about the geographical distribution of natural and cultural features, as well as a record of changes in environmental conditions over time. This text offers technical guidance to those involved in processing and classifying such data.

Remote Sensing of Earth Resources

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Publisher :
ISBN 13 :
Total Pages : 620 pages
Book Rating : 4.X/5 (1 download)

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Book Synopsis Remote Sensing of Earth Resources by : NASA Scientific and Technical Information Facility

Download or read book Remote Sensing of Earth Resources written by NASA Scientific and Technical Information Facility and published by . This book was released on 1970 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt:

COMPUTER VISION: IMAGE RECOGNITION AND ANALYSIS TECHNIQUES

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Publisher : Xoffencerpublication
ISBN 13 : 8196401817
Total Pages : 220 pages
Book Rating : 4.1/5 (964 download)

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Book Synopsis COMPUTER VISION: IMAGE RECOGNITION AND ANALYSIS TECHNIQUES by : Prof. Munindra Lunagaria

Download or read book COMPUTER VISION: IMAGE RECOGNITION AND ANALYSIS TECHNIQUES written by Prof. Munindra Lunagaria and published by Xoffencerpublication. This book was released on 2023-07-04 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision is what we call the practice of using computer-based imaging where there is no human interaction in the visual loop at any point in the process. The photos are analyzed by a computer, which then takes appropriate action depending on their results. Computer vision systems are used in a variety of medical disciplines, and the only thing that can be said with absolute confidence is that the scope of these systems' applications will continue to expand in the future is the only thing that can be declared with absolute certainty. processing one or more digital photographs in order to generate valuable inferences about real-world physical objects and situations by computing the features of the 3D environment. This processing may be done with either one picture or all of them together. generating an accurate and comprehensive description of a real world object based on a photograph of that thing. The discipline of computer vision came into being as a consequence of efforts to model image processing utilizing the several approaches that are accessible within the discipline of machine learning. The field of computer vision makes use of machine learning to search for patterns in images with the end goal of deciphering such patterns. The field of computer vision entails the practice of teaching computers to recognize objects based on the digital still photos or moving movies that are sent into them. Finding methods through which jobs can be automated that now rely on the human visual system is the objective here. Image processing is one of the various methods that are utilized in the execution of this approach. The subfield of artificial intelligence (AI) known as computer vision is an absolutely necessary component in order for computers and other types of systems to be able to respond or provide suggestions based on visual data such as digital photos, movies, and other types of inputs. The same way that artificial intelligence makes it possible for computers to think, computer vision makes it possible for computers to see, comprehend, and observe. Computer vision and human vision are functionally comparable; the primary difference is that human eyesight developed far earlier than computer vision. The capacity of human beings to learn to differentiate between different things, their distances from one another, whether or not the items are moving

Tunneling in Rock

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Author :
Publisher : Elsevier
ISBN 13 : 0444601740
Total Pages : 265 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Tunneling in Rock by : Ernest Wahlstrom

Download or read book Tunneling in Rock written by Ernest Wahlstrom and published by Elsevier. This book was released on 2012-12-02 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tunneling in Rock reviews the theory and practice of engineering geology and its application to tunneling in rocks. This book explores the history of tunneling, defines terminologies of tunneling, and illustrates tunnels. The book discusses the petrography of unaltered rocks, such as rock minerals, fragmental rocks, igneous rocks, sedimentary rocks and metamorphic rocks. The book then describes rock alteration, which may be caused by weathering. Such alterations are low-temperature alterations at moderate depths, hydrothermal alteration, deuteric alteration, pneumatolytic alteration, and other miscellaneous types of alteration. The book also discusses elementary rock mechanics, such as isotropism and anisotropism; mechanical properties of rocks; force and stress; and the fracture and fold anisotropy in rocks, including the deformation of minerals, elastic, quasi-elastic, and plastic rocks. The remaining chapters of the book focus on hydrogeology; geological investigation of proposed tunnel locations and its application to tunnel planning and design; different tunneling methods; and geological investigations during tunnel constructions. Those who are interested in geological aspects of planning and constructing tunnels will find this book valuable.

WES Microthesaurus of Scientific and Technical Terms

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Publisher :
ISBN 13 :
Total Pages : 610 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis WES Microthesaurus of Scientific and Technical Terms by : Waterways Experiment Station (U.S.)

Download or read book WES Microthesaurus of Scientific and Technical Terms written by Waterways Experiment Station (U.S.) and published by . This book was released on 1977 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: