Autoregressive neural network approach to the total ozone concentration time series over Kolkata, India

被引：0
|
作者：
Chattopadhyay, Goutami [1 ]
Chattopadhyay, Surajit [1 ]
Midya, Subrata Kumar [1 ]
机构：
[1] Univ Calcutta, Dept Atmospher Sci, Kolkata 700019, India
来源：
2019 URSI ASIA-PACIFIC RADIO SCIENCE CONFERENCE (AP-RASC) | 2019年
关键词：
D O I：
10.23919/ursiap-rasc.2019.8738619
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Univariate approach to the monthly total ozone time series over Kolkata, India: autoregressive integrated moving average (ARIMA) and autoregressive neural network (AR-NN) models
    Chattopadhyay, Goutami
    Chattopadhyay, Surajit
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2010, 31 (03) : 575 - 583
  • [2] Predicting daily total ozone over Kolkata, India: skill assessment of different neural network models
    Chattopadhyay, Goutami
    Chattopadhyay, Surajit
    [J]. METEOROLOGICAL APPLICATIONS, 2009, 16 (02) : 179 - 190
  • [3] Total ozone time series analysis:: a neural network model approach
    Sanz, BMM
    Marqués, NJM
    [J]. NONLINEAR PROCESSES IN GEOPHYSICS, 2004, 11 (5-6) : 683 - 689
  • [4] A neurocomputing approach to the forecasting of monthly maximum temperature over Kolkata, India using total ozone concentration as predictor
    De, Syam Sundar
    Chattopadhyay, Goutami
    Bandyopadhyay, Bijoy
    Paul, Suman
    [J]. COMPTES RENDUS GEOSCIENCE, 2011, 343 (10) : 664 - 676
  • [5] Identification of the best architecture of a multilayer perceptron in modeling daily total ozone concentration over Kolkata, India
    Syam S. De
    Barin K. De
    Goutami Chattopadhyay
    Suman Paul
    Dilip K. Haldar
    Dipak K. Chakrabarty
    [J]. Acta Geophysica, 2011, 59 : 361 - 376
  • [6] Identification of the best architecture of a multilayer perceptron in modeling daily total ozone concentration over Kolkata, India
    De, Syam S.
    De, Barin K.
    Chattopadhyay, Goutami
    Paul, Suman
    Haldar, Dilip K.
    Chakrabarty, Dipak K.
    [J]. ACTA GEOPHYSICA, 2011, 59 (02) : 361 - 376
  • [7] Autoregressive forecast of monthly total ozone concentration: A neurocomputing approach
    Chattopadhyay, Goutami
    Chattopadhyay, Surajit
    [J]. COMPUTERS & GEOSCIENCES, 2009, 35 (09) : 1925 - 1932
  • [8] Variability of surface ozone with cloud coverage over Kolkata, India
    Ghosh, D.
    Midya, S. K.
    Sarkar, U.
    Mukherjee, T.
    [J]. JOURNAL OF EARTH SYSTEM SCIENCE, 2015, 124 (02) : 303 - 319
  • [9] Artificial neural networks applications for total ozone time series
    Monge-Sanz, B
    Medrano-Marqués, N
    [J]. ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II, 2003, 2687 : 806 - 813
  • [10] Variability of surface ozone with cloud coverage over Kolkata, India
    D Ghosh
    S K Midya
    U Sarkar
    T Mukherjee
    [J]. Journal of Earth System Science, 2015, 124 : 303 - 319
12345