Title :
Identification of glacier snow equilibrium line using a fuzzy rule-based classifier
Author :
Binaghi, Elisabetta ; Madella, Paolo ; Montesano, Maria Grazia ; Rampini, Anna
Author_Institution :
Istituto per le Tecnologie Inf. Multimediali, CNR, Milano, Italy
Abstract :
Purpose of this work is to propose a new classification procedure for the automatic assessment of snow equilibrium line. The key features of this approach are the definition of a knowledge-based classification methodology designed to integrate contextual information into a multisource classification scheme, together with a fuzzy knowledge representation framework. The strategy proposed here has been applied to identify the equilibrium line in an area of the Italian Alps involving eight glaciers of the South Pusteresi Alps
Keywords :
fuzzy set theory; geophysical signal processing; glaciology; hydrological techniques; image classification; knowledge representation; optical information processing; remote sensing; snow; Italian Alps; Italy; South Pusteresi Alps; automatic assessment; contextual information; fuzzy knowledge representation; fuzzy rule-based classifier; glacier snow equilibrium line; glaciology; image classification; knowledge-based classification method; measurement technique; multisource classification scheme; optical imaging; remote sensing; Context modeling; Data analysis; Design methodology; Fuzzy sets; Ice; Knowledge representation; Production; Remote monitoring; Snow; Telephony;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1995. IGARSS '95. 'Quantitative Remote Sensing for Science and Applications', International
Conference_Location :
Firenze
Print_ISBN :
0-7803-2567-2
DOI :
10.1109/IGARSS.1995.524021