Volcano Hotspots Identification using Computing techniques: Identification of VolcanoHotspots in Satellite Images Using Soft Computing Techniques - Brossura

Gopi, Karnam; Ramashri, Tirumala

 
9786200487728: Volcano Hotspots Identification using Computing techniques: Identification of VolcanoHotspots in Satellite Images Using Soft Computing Techniques
Brossura
ISBN 10: 6200487723 ISBN 13: 9786200487728
Casa editrice: LAP LAMBERT Academic Publishing, 2019

Sinossi

Application of technology for mitigating suffering due to natural disasters has always been fore front of researchers. Use of soft computing techniques in disaster prediction and management has interested measures at different levels. Soft computing techniques have given the humans the power and capability to identify events preluded the occurrence of major disasters. Even though it’s quit impossible to forecast all natural calamities, it is imperative to identify methods that can fore warn the possible occurrence of an event.Soft computing techniques have extensively used by researchers to provide these fore warning capabilities.Multi spectral satellite data have been employed for image processing and analysis. Suitable modification and improvements has been suggested for existing techniques like KNN, SVM, ANN to increase the prediction performance and accuracy. As a part of this an ANFIS based system classifier has also been developed and tested for its performance.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
6200487723
ISBN 13 
9786200487728
Rilegatura
Copertina flessibile
Numero di pagine
188
Contatto del produttore
non disponibile
Persona responsabile
non disponibile