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Automated Data Analysis in Astronomy
Editor(s): R. Gupta, et al.

ISBN:    978-81-7319-425-2 
E-ISBN:   
Publication Year:   2002
Pages:   364
Binding:   Hard Back
Dimension:   160mm x 240mm
Weight:   800




About the book

This volume responds to the need for comprehensive and timely review of data analysis techniques in Astronomy, especially the fast and automated means of data analysis.


Key Features

  • Information on Astronomical catalogues, databases and large surveys • Basics of Artificial Neural Networks, Principal Component Analysis and their application to automated data analysis techniques • Introduction to the latest data analysis techniques being followed at several astronomical observatories in the areas of Imaging, Spectroscopy and Photometry • A Reference manual for reduction of Mosaic data • Future missions,virtual telescopes and observatories



Table of Contents

Preface / Workshop Photograph / Large Astronomical Catalogues / ACE: Astronomical Cataloging Environment / World Centres for Astronomical Data / MASCOT: A Multi-wavelength All Sky Catalogue for Support to Observations with Ground and Space-based Telescopes / An Introduction to Artificial Neural Networks / Principal Component Analysis and its Application to Stellar Spectra / Automated Stellar Classification for Large Surveys: A Review of Methods and Results / Automated Detection, Extraction and Classification of Low dispersion Objective Prism Spectra in Star-forming Regions of SMC / Automated Classification of IRAS Sources / Bayesian Approach for Star-Galaxy Classification / Testing the Automated Classification of the Second Guide Star Catalogue / Slitless Spectroscopy and ANN Based Automated Analysis / Predicting Dynamics through Artificial Neural Networks / Primary Event Direction Reconstruction with Wide-angle Cerenkov Detector Array using Artificial Neural Networks / Weierstrass Transform and the Analysis of Noisy Signals / Digital Imaging Techniques for Solar Magnetic and Velocity Fields / Auto Search for Nonlinear Behaviour in Light Curves of Variable Stars / Automated Data Acquisition and Analysis System for the UPSO Three Channel Fast Photometer / An Online Photometric Data Acquisition and Analysis Facility at Japal-Rangapur Observatory / The Inner Milky Way from Near and Mid IR Surveys / Characteristics of PRL’s IR Camera and Image Analysis Procedures / Photometry with NICMOS-3 Array Detector from Mt. Abu IR Observatory / The Indian Astronomical Observatory’s 2m Telescope at Hanle: Remote Observations and Data Analysis Pipeline / Fractal Structure of Molecular Clouds / Virtual Observatory of the Future / The UVIT Automated Pipeline / Digitized Palomar Observatory Sky Survey / Survey of Surveys / The Reduction of Mosaic Data / Reduction of Imaging Polarimetry Images / Workshop Summary / Author Index




Audience

Doctoral students and Research Scientists


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