A new method for forecasting the solar cycle descent time

被引:10
作者
Kakad, Bharati [1 ]
Kakad, Amar [1 ]
Ramesh, Durbha Sai [1 ]
机构
[1] Indian Inst Geomagnetism, Navi Mumbai 410218, New Panvel, India
来源
JOURNAL OF SPACE WEATHER AND SPACE CLIMATE | 2015年 / 5卷
关键词
Solar cycle prediction; Shannon entropy; Sunspot numbers; Grand solar minima; FLUX-TRANSPORT DYNAMO; SUNSPOT NUMBER; GRAND MINIMA; PREDICTIONS; MAXIMUM; SOLAR-CYCLE-24; PERSISTENCE; AMPLITUDE; SIZE;
D O I
10.1051/swsc/2015030
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The prediction of an extended solar minimum is extremely important because of the severity of its impact on the near-earth space. Here, we present a new method for predicting the descent time of the forthcoming solar cycle (SC); the method is based on the estimation of the Shannon entropy. We use the daily and monthly smoothed international sunspot number. For each nth SC, we compute the parameter [T-pre](n) by using information on the descent and ascent times of the n - 3th and nth SCs, respectively. We find that [T-pre] of nth SC and entropy can be effectively used to predict the descent time of the n + 2th SC. The correlation coefficient between [T-d](n+2) - [T-pre](n) and [E](n) is found to be 0.95. Using these parameters the prediction model is developed. Solar magnetic field and F10.7 flux data are available for SCs 21-22 and 19-23, respectively, and they are also utilized to get estimates of the Shannon entropy. It is found that the Shannon entropy, a measure of randomness inherent in the SC, is reflected well in the various proxies of the solar activity (viz sunspot, magnetic field, F10.7 flux). The applicability and accuracy of the prediction model equation is verified by way of association of least entropy values with the Dalton minimum. The prediction model equation also provides possible criteria for the occurrence of unusually longer solar minima.
引用
收藏
页数:9
相关论文
共 52 条
  • [1] [Anonymous], 2012, J GEOPHYS RES-ATMOS, DOI DOI 10.1029/2012JD017725
  • [2] Information theory-based measures of similarity for imaging shallow-mantle discontinuities
    Bapanayya, C.
    Raju, P. A.
    Das Sharma, S.
    Ramesh, D. S.
    [J]. LITHOSPHERE, 2011, 3 (04) : 289 - 303
  • [3] On solar cycle predictions and reconstructions
    Brajsa, R.
    Woehl, H.
    Hanslmeier, A.
    Verbanac, G.
    Ruzdjak, D.
    Cliver, E.
    Svalgaard, L.
    Roth, M.
    [J]. ASTRONOMY & ASTROPHYSICS, 2009, 496 (03): : 855 - 861
  • [4] Analysis of clusters formed by the moving average of a long-range correlated time series
    Carbone, A
    Castelli, G
    Stanley, HE
    [J]. PHYSICAL REVIEW E, 2004, 69 (02): : 026105 - 1
  • [5] Origin of Grand Minima in Sunspot Cycles
    Choudhuri, Arnab Rai
    Karak, Bidya Binay
    [J]. PHYSICAL REVIEW LETTERS, 2012, 109 (17)
  • [6] Sudden transitions and grand variations in the solar dynamo, past and future
    De Jager, Cornelis
    Duhau, Silvia
    [J]. JOURNAL OF SPACE WEATHER AND SPACE CLIMATE, 2012, 2
  • [7] An information theory approach to the storm-substorm relationship
    De Michelis, P.
    Consolini, G.
    Materassi, M.
    Tozzi, R.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 2011, 116
  • [8] de Toma G, 2010, ASTR SOC P, V428, P217
  • [9] Predicting the strength of solar cycle 24 using a flux-transport dynamo-based tool
    Dikpati, M
    de Toma, G
    Gilman, PA
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (05)
  • [10] A Babcock-Leighton flux transport dynamo with solar-like differential rotation
    Dikpati, M
    Charbonneau, P
    [J]. ASTROPHYSICAL JOURNAL, 1999, 518 (01) : 508 - 520