Machine Learning Algorithms for Prediction of Indian Summer Monsoon - Brossura

Saha, Moumita; Mitra, Pabitra

 
9783659956522: Machine Learning Algorithms for Prediction of Indian Summer Monsoon
Brossura
ISBN 10: 365995652X ISBN 13: 9783659956522
Casa editrice: LAP LAMBERT Academic Publishing, 2016

Sinossi

Indian summer monsoon is a complex and non-linear climatic phenomenon. India being an agricultural country, the monsoon governs the pulse of life for its mankind along with the flora-fauna existing in the subcontinent. It has large impact on agriculture, renewal of fresh-water, and generation of hydro-electricity power. Monsoon is the driving force for development of economy of the country. An attempt is made to study, analyse, and predict Indian summer monsoon. Different machine learning algorithms are used for these purposes. Focus is towards identification of new predictors from different climatic variables influencing the monsoon of the sub-continent and improvement of monsoon prediction models to forecast monsoon with greater accuracy. Various clustering, community detection, and deep learning approaches are utilised to attain the goal.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2016
Lingua
Inglese
ISBN 10 
365995652X
ISBN 13 
9783659956522
Rilegatura
Copertina flessibile
Numero di pagine
216
Contatto del produttore
non disponibile
Persona responsabile
non disponibile