machine learning for spatial environmental data theory applications and software environmental sciences environmental engineering

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Machine Learning For Spatial Environmental Data

Author : Mikhail Kanevski
ISBN : 9781439808085
Genre : Computers
File Size : 43. 60 MB
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This book discusses machine learning algorithms, such as artificial neural networks of different architectures, statistical learning theory, and Support Vector Machines used for the classification and mapping of spatially distributed data. It presents basic geostatistical algorithms as well. The authors describe new trends in machine learning and their application to spatial data. The text also includes real case studies based on environmental and pollution data. It includes a CD-ROM with software that will allow both students and researchers to put the concepts to practice.

Laser Scanning Applications In Landslide Assessment

Author : Biswajeet Pradhan
ISBN : 9783319553429
Genre : Technology & Engineering
File Size : 41. 53 MB
Format : PDF, ePub, Mobi
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This book is related to various applications of laser scanning in landslide assessment. Landslide detection approaches, susceptibility, hazard, vulnerability assessment and various modeling techniques are presented. Optimization of landslide conditioning parameters and use of heuristic, statistical, data mining approaches, their advantages and their relationship with landslide risk assessment are discussed in detail. The book contains scanning data in tropical forests; its indicators, assessment, modeling and implementation. Additionally, debris flow modeling and analysis including source of debris flow identification and rockfall hazard assessment are also presented.

Optical Remote Sensing Of Ocean Hydrodynamics

Author : Victor Raizer
ISBN : 9781351119160
Genre : Technology & Engineering
File Size : 81. 54 MB
Format : PDF
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Optical Remote Sensing is one of the main technologies used in sea surface monitoring. Optical Remote Sensing of Ocean Hydrodynamics investigates and demonstrates capabilities of optical remote sensing technology for enhanced observations and detection of ocean environments. It provides extensive knowledge of physical principles and capabilities of optical observations of the oceans at high spatial resolution, 1-4m, and on the observations of surface wave hydrodynamic processes. It also describes the implementation of spectral-statistical and fusion algorithms for analyses of multispectral optical databases and establishes physics-based criteria for detection of complex wave phenomena and hydrodynamic disturbances including assessment and management of optical databases. This book explains the physical principles of high-resolution optical imagery of the ocean surface, discusses for the first time the capabilities of observing hydrodynamic processes and events, and emphasizes the integration of optical measurements and enhanced data analysis. It also covers both the assessment and the interpretation of dynamic multispectral optical databases and includes applications for advanced studies and nonacoustic detection. This book is an invaluable resource for researches, industry professionals, engineers, and students working on cross-disciplinary problems in ocean hydrodynamics, optical remote sensing of the ocean and sea surface remote sensing. Readers in the fields of geosciences and remote sensing, applied physics, oceanography, satellite observation technology, and optical engineering will learn the theory and practice of optical interactions with the ocean.

The Directory Of Graduate Studies

Author : Careers Research and Advisory Centre , ( Cambridge, England )
ISBN : STANFORD:36105022610971
Genre : Universities and colleges
File Size : 90. 60 MB
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Postgrad 1999

Author :
ISBN : 1860174965
Genre : Universities and colleges
File Size : 55. 52 MB
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Peterson S Graduate And Professional Programs

Author : Peterson's Guides, Inc
ISBN : 0768903750
Genre : Universities and colleges
File Size : 64. 65 MB
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The World Of Learning 2001

Author : 51st Ed
ISBN : 1857430840
Genre : Education
File Size : 39. 73 MB
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The World Of Learning 2000 lists some 30,000 academic institutions and details more than 200,000 staff and officials. It provides extensive coverage of over 3,000 universities, colleges and other centers of learning. It has information on over 400 international cultural, scientific and educational organizations.

Peterson S Guide To Graduate Programs In Engineering And Applied Sciences 1996

Author : Peterson's
ISBN : 1560795050
Genre : Reference
File Size : 76. 76 MB
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Provides information about admission, financial aid, programs and institutions, and research specialties within the fields of engineering and applied sciences, including civil engineering, information technology, and bioengineering.

Di Li Xue Bao

Author :
ISBN : STANFORD:36105121661461
Genre : Geography
File Size : 22. 30 MB
Format : PDF, Kindle
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Goddard Conference On Space Applications Of Artificial Intelligence And Emerging Information Technologies

Author :
ISBN : PSU:000024141987
Genre : Artificial intelligence
File Size : 80. 73 MB
Format : PDF
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