Automating the Analysis of Spatial Grids: A Practical Guide to Data Mining Geospatial Images for Human & Environmental Applications

Lakshmanan, Valliappa

ISBN 10: 9400740743 / ISBN 13: 9789400740747

Verlag: Springer-Verlag New York Inc, 2012

Beschreibung

2012 edition. 330 pages. 9.25x6.00x0.75 inches. In Stock. Bestandsnummer des Verkäufers x-9400740743

Bibliografische Details

Titel: Automating the Analysis of Spatial Grids: A ...

Verlag: Springer-Verlag New York Inc

Erscheinungsdatum: 2012

Einband: Hardcover

Zustand: Brand New

Über diesen Titel

Inhaltsangabe:

The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and detect patterns in geospatial data is increasingly important. This book provides students with a foundation in topics of digital image processing and data mining as applied to geospatial datasets. The aim is for readers to be able to devise and implement automated techniques to extract information from spatial grids such as radar, satellite or high-resolution survey imagery.

Über die Autorin bzw. den Autor:

Dr. Valliappa Lakshmanan is an expert in machine intelligence R&D for meteorological applications, and in designing and developing large-scale software systems. He is skilled in communicating technical and non-technical material to diverse audiences. He has studied at the Indian Institute of Technology in Madras, the Ohio State University in Columbus and the University of Oklahoma.
Dr. Lakshmanan is currently employed as a Research Scientist at CIMMS, being the technical lead on several software projects and research groups.
He also develops automated real-time pattern recognition algorithms and visualization techniques for weather phenomena.
He has (co-)written many journal articles.