Title :
Rescue and Digitization of Climate Data by Extraction from Autographic Weather Charts
Author :
Diwakar, Anita S. ; Nayak, D.K. ; Talwai, Poornima
Author_Institution :
Comput. Eng. Dept., V.P.M´´s Polytech., Thane, India
Abstract :
Data rescue is the ongoing process of preserving all data at risk of being lost due to deterioration of the medium and digitizing current and past data into computer compatible form for easy access. IMD has conscientiously taken observations of the weather, recorded them either manually or automatically, transcribed them onto preset paper forms called autographic charts. Most of the charts are now at risk of being lost due to rapid deterioration of the medium. This paper presents algorithms for automatic extraction and storage of the atmospheric data using image processing tools. The key factors that influence the methods are speed, accuracy and space. We have tested the algorithms on scanned images of the autographic charts available at IMD and present the results.
Keywords :
curve fitting; document image processing; geophysics computing; meteorology; atmospheric data; autographic weather charts; automatic extraction; climate data digitization; data rescue; image processing tools; preset paper forms; scanned images; Data mining; Humidity; Image converters; Image edge detection; Image processing; Image storage; Pixel; Space technology; Springs; Temperature; Curve fitting; Image edge analysis; Image processing;
Conference_Titel :
Computer Science and Information Technology - Spring Conference, 2009. IACSITSC '09. International Association of
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3653-8
DOI :
10.1109/IACSIT-SC.2009.27