the variations observed in space and on the vicinity of the earth s environment are attributed to the change in solar activity . it is well known since the availability of geomagnetic activity indices ( 1868 to nowadays ) explained by mayaud   that one of the best signatures of the solar variability recorded on earth is geomagnetic activity . the kp ( ap ) and km ( am ) indices are used to determine the level of geomagnetic activity . table 1 shows that the distribution of the observatories used to compute the km is better than the distribution used to compute the kp : ( 1 ) there is a better representation for the southern hemisphere ( 9 observatories for km and 2 for kp ) and ( 2 ) the longitudinal coverage is better for km than for kp . we have to mention here that the kp index is given on a scale from 0 to 9 and the am index is given in nt . the aa index mayaud   informs on solar activity , mainly on the two components of the solar magnetic field . the dst index is strongly related to storm development and its variations are influenced by various magnetospheric electric currents ( magnetopause current , ring current and tail current ) . mayaud , menvielle and berthelier   and menvielle and marchaudon , menvielle et al .   wrote reviews on indices . most of them showed general increase of geomagnetic activity during the 20th century in correlation with long - term variation of solar activity as noted by stamper et al . , lockwood , svalgaard and cliver , rouillard et al . , mursula and martini , svalgaard and cliver , lockwood et al . , and lu et al . . analyzed the centennial changes in solar wind speed and in the open solar flux and they found that the mean interplanetary magnetic field increase of 45.1% between 1903 and 1956 associated with a rise in the solar wind speed of 14.4% . some authors svalgaard and cliver , and svalgaard et al .   defined and used new indices ( the interdiurnal variability : idv index , the inter - hour variability index : ihv ) to investigate variations in geomagnetic activity . all these results show the possibility of investigating solar activity throughout geomagnetic studies and the studies of solar wind speed variation . recent studies by russell et al . , and lu et al . , for example , analyzed long - term series of geomagnetic indices aa , idv , and ihv . the present paper is precisely one of the scientific works which explores the solar activity indices , solar wind speed , sunspot number , geomagnetic aa index , and the interplanetary magnetic field time variations in order to point the characteristics of solar cycle 23 . we analyze data of solar indices using timescales of days , 27-days ( solar rotation or a bartels rotation ) and year . the second section of this paper is devoted to data sets and data processing . in the third section we investigate : ( 1 ) geomagnetic indices and justify the choice of the aa index , ( 2 ) solar wind speed and ( 3 ) sunspot cycles . the last section of this paper recalls interesting results and examines the particularities of each solar activity indices showing at the same times the remarkable and deep variations in solar activity . the geomagnetic index data aa used in this paper is taken from a homogeneous series established by mayaud   and available per day on http://isgi.latmos.ipsl.fr/ since 1868 . the aa index is a 3-hourly value based on values recorded by two antipodal observatories . the daily values are formed from an average of the 8 three - hourly values . to calculate this index , the data for each site is standardized for latitude on each separate 3-hourly k index value to 19 from the auoral zone . this tabulation of the aa index is well known and full description of geomagnetic indices is given by mayaud . the first main of the aa series is to provide the characterization of geomagnetic activity . we used in this paper yearly and monthly averages for the reason that these time intervals are more adapted to the morphology of the transient variation of solar activity . the daily values of the solar wind speed , the international sunspot number ( rz ) , and the interplanetary magnetic field ( imf ) are obtained from omni data set http://omniweb.gsfc.nasa.gov/form/dx1.html . to investigate the geomagnetic activity we use daily average of aa index and solar wind speed vs to build pixel diagrams ( bartels model ) fully described by legrand and simon , ouattara and amory - mazaudier , zerbo et al . . the pixel diagram is a diagram similar to bartels 27-days rotation and built using the geomagnetic index aa from 1868 to 1977 . it represents the geomagnetic data as a function of solar activity for each solar rotation ( 27  days or bartels rotation ) and gives an overview of the geoeffectiveness of solar events . in this plot , a daily mean solar or geophysical parameter is color - coded in a pixel which are displayed in rows of 27 such that time runs from left to right in each row and then from the top row to the bottom row . because the mean solar rotation period , as seen from the earth , is 27  days , phenomena caused rotating structures of the solar atmosphere and heliosphere that are persistent ( i.e. , lasting several rotations ) will line up in vertical features of this format . the study of the earth s geomagnetic field is complex as it integrates the effects of different electric current systems existing in the sun earth s system . to facilitate the analysis of geomagnetic variations , scientists created various geomagnetic indices to approach some of these electric current systems . table 1 recalls briefly the main oldest series of geomagnetic indices still used with their worldwide distribution . several authors svalgaard et al . , mursula and martini , and love   underline the merit of the k index in estimation of geomagnetic activity . recent studies combining the indices to get information on geomagnetic activity and solar wind have been published by rouillard et al . , svlagaard and cliver , and lockwood et al . . in this paper we are using the aa index and the classification of legrand and simon   applied to aa index to determine the different classes of solar activity ( quiet sun , cme with shock , coronal holes with high speed solar wind steams and fluctuating activity ) . ouattara and amory - mazaudier   validated this classification and more recently zerbo et al .   improved this classification . 1 illustrates the time variation of the yearly - averaged aa index from 1868 until now ( top panel ) and from 1964 until now ( bottom panel ) . during this last period three periods are observed from 1868 to 1900 , from 1900 to 1960 and from 1960 to 2003 . during the first period ( 18681900 ) the minimum of aa index is between 5 and 12  nt , then the value of this minimum increases from 6  nt ( 1900 ) to 17  nt in ( 1960).during the third period the minimum of the aa index is mainly greater than 15  nt and suddenly strongly decreases to 8  nt in 2009 . nevertheless the lowest value of the aa index since 1868 occurred in 1901 : 6  nt and the highest value of the aa occurred in 2003 : 37  nt . the aa index variations exhibit several peaks for each solar cycle . on the bottom panel of fig . 1 are pointed the minimum ( m ) and maximum ( m ) of the solar sunspot cycle . one of the peaks is associated to the maximum of the solar sunspot cycle and related to the cme . the other peak occurring near the minimum of the solar sunspot cycle is due to the high speed solar wind streams flowing from the coronal holes . on the bottom panel of fig . 1 , the sunspot solar cycle minimum ( m ) and maximum ( m ) are marked . we observe maxima of the aa index at the maxima / or near the maxima of the sunspot solar cycle . but , we also observe aa maxima after the sunspot maximum ( m ) during the descending phase of the sunspot cycle . the first maxima are associated to shock events . indeed , with the works done by richardson and cane , gopalswamy et al . , the second maxima are associated to the declining phase of the sunspot cycle ; they correspond to high speed streams flowing from solar coronal holes . the value of these second maxima is always larger than the value of the first ones . rouillard et al . , lockwood et al . , and lockwood et al .   showed that the variation of solar wind speed made a relatively small contribution to this centennial variation in aa and the bigger effect was a variation in the open solar flux which modulates the near earth imf . the top panel shows pictures of coronal holes observed on the sun during the year 2003 . the middle and bottom panels are pixel diagrams of the aa index for the most magnetically disturbed year 2003 and the magnetically quietest year 2009 . each sudden commencement which shows sudden increase in geomagnetic activity is quoted by a circle . in 2003 the majority of the days we can observe during several solar rotations the same red color ( aa  >  60  nt ) , this is the signature of the high speed streams related to coronal holes . during the year 2003 in october and november biggest storms observed since 1965 occurred . coronal holes extend to low latitudes , and isolated low latitude holes appear , and as a consequence the fast solar wind streams flowing from these coronal holes intersect the earth more often . in 2009 ( bottom panel ) , the majority of the days are magnetically quiet ( white color aa  <  10  nt ) , there is no shock event . during the solar cycle 2003 and the deep solar minimum after this cycle the aa index exhibits the largest variation never observed since 1868 ( see fig . 3a and b are the pixel diagrams of the daily averaged solar wind in 2003 ( panel a ) and 2009 ( panel b ) . the solar wind pixel diagrams are roughly similar to the aa index pixel diagrams ( fig . vs  >  600  km / s ( red color ) dominates . in 2009 , vs  <  350  km / s ( white color ) is predominant . some differences between the aa pixel diagram and the solar wind are observed because of the factor of geo effectiveness . as a matter of fact the panel a is devoted to the daily averaged solar wind speed and the panel b to the 27  days averaged one . at the daily scale we observe a lack of slow solar wind speed ( vs  <  500  km / s ) in 2003 and a lack of high speed solar wind in 2009 ( vs  >  400  km / s ) . this point is better observed on the 27  days averaged data ( panel b ) . this effects is a very well known feature caused by change in distribution of coronal holes on the sun over the solar cycle mccomas et al . : 5a shows the yearly averaged solar wind speed ( blue curve ) superimposed to the yearly averaged aa index ( black curve ) from 1964 to 2010 . we notice that in 2003 the solar wind speed maximum occurred with the maximum of aa index . in 2009 5b presents the yearly averaged solar wind speed ( blue curve ) superimposed to the yearly averaged interplanetary magnetic field ( imf ) b ( violet curve ) . it is interesting to notice that the imf value is large in 2003 ( 8  nt ) and small in 2009 ( 4  nt ) . another particularity of solar cycle 23 is that the lowest value of the imf is observed during the year 1996 : 3  nt . on this figure the minimum of the sunspot solar cycle ( m ) corresponding to the maximum of the solar poloidal field are quoted . table 2a gives some statistical values on aa , solar wind speed and imf . from 1965 to 2010 , the mean averaged aa index is 22.73  nt and the standard deviation value is 5.64  nt . for the period 18682010 , the mean averaged aa is smaller : 19.4  nt and the standard deviation value greater : 6.65  nt . from 1965 to 2010 , the mean averaged solar wind speed is 443  km / s with a standard deviation of 35  km / s and the mean averaged value of the imf is 6  nt with a standard deviation of 1  nt . for all these parameters we defined the interval : [ mean value    2 ] . table 2b shows that only two years exhibits strong values or small values for the three parameters : 2003 and 2009 . these 2  years are exceptional years . the yearly averaged sunspot number and solar wind speed are shown in fig . the maxima of the solar wind speed are observed during the decreasing phase of the sunspot solar cycle . from 1964 to 2010 well explained that and underline the fact that the mean solar wind speed at earth peaks in the declining phase of the solar cycle . the characteristics of the four solar cycles ( among 23 ) lasting more than 150  months are set up together in table 3a ( data extracted from table of engzonnecyclus.html ) . the characteristics given are the beginning , maximum , and end of the solar cycle as well as the minimum and maximum values of the sunspot number and the time of rise and fall of the solar cycle . this table provides also the mean averaged value and the standard deviations of all the parameters computed over all the solar cycles ( 123 ) . three long solar cycles were observed between 1784 and 1847 ( 63  years ) and only one since 1847 ( 163  years ) . in table 3b we define the interval : [ mean value    1 ] and we classify all the solar cycles following this interval . only 4 solar cycles , among 23 , are not listed in this table ( solar cycles 8 , 13 , 15 , 17 ) , this means that for these four solar cycles all their characteristics are in the interval defined [ mean value    1 ] . most of the solar cycles ( 19 ) exhibit for one or several characteristics a large deviation from the mean . they have only two characteristics out of the interval : they last a long time , more than 150  months and their fall time is greater than 98  months ( upper limit of the interval defined ) . solar cycle 9 as solar cycles 4 and 23 lasted a long time with a long fall time but it also exhibits a rmin value out of the interval [ mean value    1 ] . 7 presents for the period 19962010 , the variation of the monthly averaged solar wind speed for several years during the different phases of the solar sunspot cycle , minimum ( 1996 , 2008 , 2009 ) , maximum ( 2000 , 2001 ) , increasing ( 1997 , 2010 ) and declining ( 2003 , 2005 ) . year 2003 and 2009 are easily identified . during most of the time higher speed in observed in 2003 ( red curve ) and the lower speed in 2009 ( black curve ) . the study of the earth s geomagnetic field is complex as it integrates the effects of different electric current systems existing in the sun earth s system . to facilitate the analysis of geomagnetic variations , scientists created various geomagnetic indices to approach some of these electric current systems . table 1 recalls briefly the main oldest series of geomagnetic indices still used with their worldwide distribution . several authors svalgaard et al . , mursula and martini , and love   underline the merit of the k index in estimation of geomagnetic activity . recent studies combining the indices to get information on geomagnetic activity and solar wind have been published by rouillard et al . , svlagaard and cliver , and lockwood et al . . in this paper we are using the aa index and the classification of legrand and simon   applied to aa index to determine the different classes of solar activity ( quiet sun , cme with shock , coronal holes with high speed solar wind steams and fluctuating activity ) . ouattara and amory - mazaudier   validated this classification and more recently zerbo et al .   improved this classification . 1 illustrates the time variation of the yearly - averaged aa index from 1868 until now ( top panel ) and from 1964 until now ( bottom panel ) . during this last period three periods are observed from 1868 to 1900 , from 1900 to 1960 and from 1960 to 2003 . during the first period ( 18681900 ) the minimum of aa index is between 5 and 12  nt , then the value of this minimum increases from 6  nt ( 1900 ) to 17  nt in ( 1960).during the third period the minimum of the aa index is mainly greater than 15  nt and suddenly strongly decreases to 8  nt in 2009 . nevertheless the lowest value of the aa index since 1868 occurred in 1901 : 6  nt and the highest value of the aa occurred in 2003 : 37  nt . the aa index variations exhibit several peaks for each solar cycle . on the bottom panel of fig . 1 are pointed the minimum ( m ) and maximum ( m ) of the solar sunspot cycle . one of the peaks is associated to the maximum of the solar sunspot cycle and related to the cme . the other peak occurring near the minimum of the solar sunspot cycle is due to the high speed solar wind streams flowing from the coronal holes . on the bottom panel of fig . 1 , the sunspot solar cycle minimum ( m ) and maximum ( m ) are marked . we observe maxima of the aa index at the maxima / or near the maxima of the sunspot solar cycle . but , we also observe aa maxima after the sunspot maximum ( m ) during the descending phase of the sunspot cycle . the first maxima are associated to shock events . indeed , with the works done by richardson and cane , gopalswamy et al . , the second maxima are associated to the declining phase of the sunspot cycle ; they correspond to high speed streams flowing from solar coronal holes . the value of these second maxima is always larger than the value of the first ones . rouillard et al . , lockwood et al . , and lockwood et al .   showed that the variation of solar wind speed made a relatively small contribution to this centennial variation in aa and the bigger effect was a variation in the open solar flux which modulates the near earth imf . the top panel shows pictures of coronal holes observed on the sun during the year 2003 . the middle and bottom panels are pixel diagrams of the aa index for the most magnetically disturbed year 2003 and the magnetically quietest year 2009 . each sudden commencement which shows sudden increase in geomagnetic activity is quoted by a circle . in 2003 the majority of the days we can observe during several solar rotations the same red color ( aa  >  60  nt ) , this is the signature of the high speed streams related to coronal holes . during the year 2003 in october and november biggest storms observed since 1965 occurred . coronal holes extend to low latitudes , and isolated low latitude holes appear , and as a consequence the fast solar wind streams flowing from these coronal holes intersect the earth more often . in 2009 ( bottom panel ) , the majority of the days are magnetically quiet ( white color aa  <  10  nt ) , there is no shock event . during the solar cycle 2003 and the deep solar minimum after this cycle the aa index exhibits the largest variation never observed since 1868 ( see fig . fig . 3a and b are the pixel diagrams of the daily averaged solar wind in 2003 ( panel a ) and 2009 ( panel b ) . the solar wind pixel diagrams are roughly similar to the aa index pixel diagrams ( fig . vs  >  600  km / s ( red color ) dominates . in 2009 , vs  <  350  km / s ( white color ) is predominant . some differences between the aa pixel diagram and the solar wind are observed because of the factor of geo effectiveness . as a matter of fact the panel a is devoted to the daily averaged solar wind speed and the panel b to the 27  days averaged one . at the daily scale we observe a lack of slow solar wind speed ( vs  <  500  km / s ) in 2003 and a lack of high speed solar wind in 2009 ( vs  >  400  km / s ) . this point is better observed on the 27  days averaged data ( panel b ) . this effects is a very well known feature caused by change in distribution of coronal holes on the sun over the solar cycle mccomas et al . : 5a shows the yearly averaged solar wind speed ( blue curve ) superimposed to the yearly averaged aa index ( black curve ) from 1964 to 2010 . we notice that in 2003 the solar wind speed maximum occurred with the maximum of aa index . in 2009 5b presents the yearly averaged solar wind speed ( blue curve ) superimposed to the yearly averaged interplanetary magnetic field ( imf ) b ( violet curve ) . it is interesting to notice that the imf value is large in 2003 ( 8  nt ) and small in 2009 ( 4  nt ) . another particularity of solar cycle 23 is that the lowest value of the imf is observed during the year 1996 : 3  nt . on this figure the minimum of the sunspot solar cycle ( m ) corresponding to the maximum of the solar poloidal field are quoted . table 2a gives some statistical values on aa , solar wind speed and imf . from 1965 to 2010 , the mean averaged aa index is 22.73  nt and the standard deviation value is 5.64  nt . for the period 18682010 , the mean averaged aa is smaller : 19.4  nt and the standard deviation value greater : 6.65  nt . from 1965 to 2010 , the mean averaged solar wind speed is 443  km / s with a standard deviation of 35  km / s and the mean averaged value of the imf is 6  nt with a standard deviation of 1  nt . for all these parameters we defined the interval : [ mean value    2 ] . table 2b shows that only two years exhibits strong values or small values for the three parameters : 2003 and 2009 . 6 . the maxima of the solar wind speed are observed during the decreasing phase of the sunspot solar cycle . from 1964 to 2010 well explained that and underline the fact that the mean solar wind speed at earth peaks in the declining phase of the solar cycle . the characteristics of the four solar cycles ( among 23 ) lasting more than 150  months are set up together in table 3a ( data extracted from table of engzonnecyclus.html ) . the characteristics given are the beginning , maximum , and end of the solar cycle as well as the minimum and maximum values of the sunspot number and the time of rise and fall of the solar cycle . this table provides also the mean averaged value and the standard deviations of all the parameters computed over all the solar cycles ( 123 ) . three long solar cycles were observed between 1784 and 1847 ( 63  years ) and only one since 1847 ( 163  years ) . in table 3b we define the interval : [ mean value    1 ] and we classify all the solar cycles following this interval . only 4 solar cycles , among 23 , are not listed in this table ( solar cycles 8 , 13 , 15 , 17 ) , this means that for these four solar cycles all their characteristics are in the interval defined [ mean value    1 ] . most of the solar cycles ( 19 ) exhibit for one or several characteristics a large deviation from the mean . they have only two characteristics out of the interval : they last a long time , more than 150  months and their fall time is greater than 98  months ( upper limit of the interval defined ) . solar cycle 9 as solar cycles 4 and 23 lasted a long time with a long fall time but it also exhibits a rmin value out of the interval [ mean value    1 ] . fig . 7 presents for the period 19962010 , the variation of the monthly averaged solar wind speed for several years during the different phases of the solar sunspot cycle , minimum ( 1996 , 2008 , 2009 ) , maximum ( 2000 , 2001 ) , increasing ( 1997 , 2010 ) and declining ( 2003 , 2005 ) . year 2003 and 2009 are easily identified . during most of the time higher speed in observed in 2003 ( red curve ) and the lower speed in 2009 ( black curve ) . to investigate characteristics of geomagnetism during solar cycle 23 , we analyze variations in solar activity , solar wind and geomagnetic activity indices on several times - scales in order to exhibit some features . our study points out that the solar cycle 23 shows some important exceptions : it is one of longest cycle since 1847 , in the same trend as the solar cycle 4 [ 17841798 ] , the solar cycle 9 [ 18431856 ] , and the solar cycle 6 [ 18101823],it shows the lowest solar activity and geomagnetic activity since 1901 : year 2009,it has the greatest level of the aa average index observed since 1868 during the year 2003it exhibits the lowest value of imf b since 1965 during the year 1996 . it is one of longest cycle since 1847 , in the same trend as the solar cycle 4 [ 17841798 ] , the solar cycle 9 [ 18431856 ] , and the solar cycle 6 [ 18101823 ] , it shows the lowest solar activity and geomagnetic activity since 1901 : year 2009 , it has the greatest level of the aa average index observed since 1868 during the year 2003 it exhibits the lowest value of imf b since 1965 during the year 1996 . we also remark that the period from 1900 to 1960 which exhibits an increase of the geomagnetic activity and an increase of the value of the solar cycle minima as pointed out by ouattara et al . . this paper especially presents the morphological features of solar cycle 23 which is followed by a deep solar minimum .
on the basis of more than 48  years of morphological analysis of yearly and monthly values of the sunspot number , the aa index , the solar wind speed and interplanetary magnetic field , we point out the particularities of geomagnetic activity during the period 19962009 . 
 we especially investigate the last cycle 23 and the long minimum which followed it . during this period , 
 the lowest values of the yearly averaged imf ( 3  nt ) and yearly averaged solar wind speed ( 364  km / s ) are recorded in 1996 , and 2009 respectively . 
 the year 2003 shows itself particular by recording the highest value of the averaged solar wind ( 568  km / s ) , associated to the highest value of the yearly averaged aa index ( 37  nt ) . 
 we also find that observations during the year 2003 seem to be related to several coronal holes which are known to generate high - speed wind stream . from the long time 
 ( more than one century ) study of solar variability , the present period is similar to the beginning of twentieth century . 
 we especially present the morphological features of solar cycle 23 which is followed by a deep solar minimum .