<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0016-7169</journal-id>
<journal-title><![CDATA[Geofísica internacional]]></journal-title>
<abbrev-journal-title><![CDATA[Geofís. Intl]]></abbrev-journal-title>
<issn>0016-7169</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Geofísica]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0016-71692009000200006</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Radial intensity gradients of galactic cosmic rays in the heliosphere at solar maximum: 1D no-shock simulation]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Morales-Olivares]]></surname>
<given-names><![CDATA[O. G.]]></given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Caballero-Lopez]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Geofísica ]]></institution>
<addr-line><![CDATA[México ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2009</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2009</year>
</pub-date>
<volume>48</volume>
<numero>2</numero>
<fpage>237</fpage>
<lpage>242</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0016-71692009000200006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0016-71692009000200006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0016-71692009000200006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[El presente trabajo estudia la distribución espacial de los rayos cósmicos galácticos en la heliosfera durante el máximo solar de los ciclos 21, 22 y 23, usando un modelo en una dimensión y sin choque de la ecuación de transporte de la radiación cósmica. Investigamos los gradientes radiales de intensidad desde 1 UA hasta la heliósfera distante e interpretamos las observaciones de los satélites IMP8, Viajeros 1 y 2, Pionero 10 y del experimento BESS. En nuestro modelo consideramos tres de los procesos físicos que afectan a la radiación cósmica: la difusión, la convección y la pérdida adiabática de energía. Nuestro análisis indica que la pérdida adiabática de energía juega un importante papel en la distribución radial de los rayos cósmicos en la heliosfera interna, mientras en la región exterior la difusión y la convección resultan ser los procesos dominantes.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[We study the spatial distribution of galactic cosmic rays in the heliosphere at solar maximum of cycles 21, 22 and 23, using a one-dimensional no-shock model of the cosmic ray transport equation. We investigate the radial intensity gradients from 1 AU to the distant heliosphere and interpret the data from IMP8, Voyagers 1 and 2, Pioneer 10 and balloon experiment BESS. We consider three physical processes that affect cosmic radiation: diffusion, convection and adiabatic energy loss. Our analysis indicates that adiabatic energy may play an important role in the radial distribution of galactic cosmic rays in the inner heliosphere. In the outer region diffusion and convection are the dominant processes.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Modulación de los rayos cósmicos]]></kwd>
<kwd lng="es"><![CDATA[ecuación de transporte]]></kwd>
<kwd lng="es"><![CDATA[gradientes]]></kwd>
<kwd lng="en"><![CDATA[Cosmic ray modulation]]></kwd>
<kwd lng="en"><![CDATA[transport equation]]></kwd>
<kwd lng="en"><![CDATA[gradients]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="justify"><font face="verdana" size="4">Article</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="4"><b>Radial  intensity  gradients  of galactic  cosmic  rays  in  the heliosphere at solar maximum: 1D no&#150;shock simulation</b></font></p>     <p align="center"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="2"><b>O. G. Morales&#150;Olivares and R. A. Caballero&#150;Lopez*</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><i>Instituto de Geof&iacute;sica, Universidad Nacional Aut&oacute;noma de   M&eacute;xico,   Del.   Coyoac&aacute;n,   04510   M&eacute;xico   City, M&eacute;xico * Corresponding author: <a href="mailto:rogelioc@geof&iacute;sica.unam.mx">rogelioc@geof&iacute;sica.unam.mx</a></i></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">Received: September 8, 2008    <br>   Accepted: January 13, 2009</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Resumen</b></font></p>     <p align="justify"><font face="verdana" size="2">El presente trabajo estudia la distribuci&oacute;n espacial de los rayos c&oacute;smicos gal&aacute;cticos en la heliosfera durante el m&aacute;ximo solar de los ciclos 21, 22 y 23, usando un modelo en una dimensi&oacute;n y sin choque de la ecuaci&oacute;n de transporte de la radiaci&oacute;n c&oacute;smica. Investigamos los gradientes radiales de intensidad desde 1 UA hasta la heli&oacute;sfera distante e interpretamos las observaciones de los sat&eacute;lites IMP8, Viajeros 1 y 2, Pionero 10 y del experimento BESS. En nuestro modelo consideramos tres de los procesos f&iacute;sicos que afectan a la radiaci&oacute;n c&oacute;smica: la difusi&oacute;n, la convecci&oacute;n y la p&eacute;rdida adiab&aacute;tica de energ&iacute;a. Nuestro an&aacute;lisis indica que la p&eacute;rdida adiab&aacute;tica de energ&iacute;a juega un importante papel en la distribuci&oacute;n radial de los rayos c&oacute;smicos en la heliosfera interna, mientras en la regi&oacute;n exterior la difusi&oacute;n y la convecci&oacute;n resultan ser los procesos dominantes.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Palabras clave:</b> Modulaci&oacute;n de los rayos c&oacute;smicos, ecuaci&oacute;n de transporte, gradientes.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p>     <p align="justify"><font face="verdana" size="2">We study the spatial distribution of galactic cosmic rays in the heliosphere at solar maximum of cycles 21, 22 and 23, using a one&#150;dimensional no&#150;shock model of the cosmic ray transport equation. We investigate the radial intensity gradients from 1 AU to the distant heliosphere and interpret the data from IMP8, Voyagers 1 and 2, Pioneer 10 and balloon experiment BESS. We consider three physical processes that affect cosmic radiation: diffusion, convection and adiabatic energy loss. Our analysis indicates that adiabatic energy may play an important role in the radial distribution of galactic cosmic rays in the inner heliosphere. In the outer region diffusion and convection are the dominant processes.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Key words:</b> Cosmic ray modulation, transport equation, gradients.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Introduction</b></font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">Over the last 30 years several space missions have been exploring the outer heliosphere, most of them close to the ecliptic plane. Pioneers 10 and 11, Voyagers 1 and 2 were launched to investigate the outer regions of the heliosphere. They have established, together with IMP missions at 1 AU, a unique network for observing spatial and temporal cosmic&#150;ray variations. The Voyagers are moving toward the nose of the heliosphere; Voyager 1 is at a heliolatitude of 34&deg;N and Voyager 2 is at 24&deg;S.</font></p>     <p align="justify"><font face="verdana" size="2">Many studies have used the cosmic&#150;ray data from those missions. Some of them have analyzed the relation between cosmic&#150;ray variations and solar activity cycle. In the present work we study the galactic cosmic ray (GCR) gradient during the last three solar maximum periods. We cover a broad range of heliospheric distances, from 1 AU to 80 AU. In a previous study, McDonald <i>et al. </i>(2003) described the radial profiles in terms of a simple model that took into account diffusion and convection. Those authors found a transition region between 10 and 20 AU where a sharp change in the gradient takes place. They argued that the changes in the interplanetary medium producing the modulation from solar minimum to solar maximum occurs in the outer region, and it is related to the formation of global merged interaction regions. In this work we use a more realistic model that includes adiabatic energy loss, and compare our results with those obtained by McDonald <i>et al. </i>(2003).</font></p>     <p align="justify"><font face="verdana" size="2">A one&#150;dimensional no&#150;shock model does not include latitudinal transport or drift and shock effects. However, at solar maximum, the solar wind speed is much nearer to a uniform 400 km/s at all latitudes and the interplanetary magnetic field is more irregular than at solar minimum (McComas <i>et al., </i>2003). Therefore the particle drift is very small, 3 to 10 times smaller than at solar minimum condition (see for instance Caballero&#150;Lopez <i>et al., </i>2004b); and the latitudinal gradient should be also small, as observed between the ecliptic plane (by Pioneer 10) and 34&deg;N (by Voyager 1) (McDonald, 1998).</font></p>     <p align="justify"><font face="verdana" size="2">According to Caballero&#150;Lopez <i>et al. </i>(2004a), to first order, gradients are not changed by the presence of the termination shock, because they are proportional to <i>CV / k, </i>and both <i>V </i>and <i>k </i>jump with the same factor across the shock. In <a href="/img/revistas/geoint/v48n2/a6f1.jpg" target="_blank">Fig. 1</a> from Caballero&#150;Lopez <i>et al. </i>(2004a) we can see that for the no&#150;drift case, shock and no&#150;shock solutions have a simular radial intensity profiles. These reasons justify the use of a one&#150;dimensional no&#150;shock model as a good approximation for the galactic cosmic ray modulation at solar maximum considering the heliosphere as spherically symmetric.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Data and model</b></font></p>     <p align="justify"><font face="verdana" size="2">We use the data from the IMP 8 Goddard Medium Energy Detector (R.E. McGuire, P.I.), Pioneer 10 Cosmic Ray Telescope (F.B. McDonald, P.I.), the Voyager Cosmic Ray Subsystem (E.C. Stone, P.I.) and the high&#150;altitude balloon experiment BESS (data from Myers <i>et al., </i>2003). The time intervals for our analysis are the last three solar maximum periods in 1981 (cycle 21), 1990 (cycle 22) and 2001 (cycle 23). The observations cover the radial distances from 1 AU to 80 AU. For the radial gradients we analyze the GCR H in the energy range of 130&#150;220 MeV (mean energy of 175 MeV) and GCR He of 150&#150;380 MeV/n (mean energy of 265 MeV/n).</font></p>     <p align="justify"><font face="verdana" size="2">McDonald (1998) and McDonald <i>et al. </i>(2003) found that latitudinal intensity gradients are small between the ecliptic plane and the position of the two Voyager spacecraft. Therefore, in this first study (using a 1D model) we will not take into account the latitudinal gradients, but concentrate on the radial intensity gradients during solar maximum epochs.</font></p>     <p align="justify"><font face="verdana" size="2">The gradients are studied with the numerical solution of the cosmic ray transport equation, originally derived by Parker (1965). For the omnidirectional part of the cosmic&#150;ray distribution function, <i> <img src="/img/revistas/geoint/v48n2/a6s1.jpg">, </i>in the one&#150;dimensional approximation, <i>f (r, p), </i>and for the steady&#150;state case, this equation takes the form (see Caballero&#150;Lopez and Moraal, 2004),</font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/geoint/v48n2/a6s2.jpg"></font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">where <i>V </i>is the solar wind velocity, <i>p </i>is the particle momentum, and <i>k </i>is the diffusion coefficient. The radial solar wind velocity is 400 km/s at solar maximum (McComas <i>et al., </i>2003) and it is fairly independent of heliolatitude. At <i>r = r<sub>b</sub> </i>we impose the local instellar spectra (LIS) for H and He given in Webber and Lockwood (2001). This boundary (called the heliopause) is a parameter that we change in order to fit the observations. The diffusion coefficient <i>k </i>in the one&#150;dimensional case is a function of <i>r </i>as follows:</font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/geoint/v48n2/a6s3.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">where <i>r<sub>t</sub> </i>is the position of the transition region, <i>r<sub>e</sub> = </i>1 AU, <i>k<sub>0</sub>, a </i>and <i>b </i>are the other parameters that we change to obtain a good fit to the observations. The measured cosmic&#150;ray intensity, <i>j<sub>T</sub>, </i>with respect to kinetic energy per nucleon, <i>T, </i>is related to the omnidirectional distribution function <i>f</i> through <i>j<sub>T</sub> = p<sup>2</sup> f. </i>Taking into account this relationship, we calculate the radial intensity gradient between two points (at <i>r<sub>1</sub> </i>and <i>r<sub>2</sub>) </i>inside the modulation region, by:</font></p>     <p align="center"><font face="verdana" size="2"><img src="/img/revistas/geoint/v48n2/a6s4.jpg"></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Parameter variation</b></font></p>     <p align="justify"><font face="verdana" size="2">Following Caballero&#150;Lopez <i>et al. </i>(2004a), we first used a radially independent value of the diffusion coefficient <i>k (a = b = </i>0 in equation 2). In <a href="/img/revistas/geoint/v48n2/a6f1.jpg" target="_blank">Fig. 1</a> we present the energy spectra of GCR H (panel A) and GCR He (panel D) for the last solar maximum. In these two panels we observe that the spectra reach the adiabatic limit at low energies <i>(j<sub>T</sub> &infin; T), </i>and this can only be explain with a model that considers energy loss (last term of equation 1). The radial intensity profile for the last three solar maxima (from 1 to 80 AU) are shown in panel B (175 MeV H) and E (265 MeV/n He). Although, it is difficult to fit all the observations with a one&#150;dimensional model, we obtained a resonable fit with a boundary at 120 AU and a radially independent value of the diffusion coefficient <i>k<sub>0</sub> = </i>2.4 x 10<sup>22</sup> <i>&beta; P </i>(GV) cm<sup>2</sup>/s. This means that in principle one can reproduce the observed intensities without any transition region where the modulation conditions change.</font></p>     <p align="justify"><font face="verdana" size="2">According to expression (3) we calculated the radial intensity gradients for this fit. We present them in panel C (175 MeV H) and F (265 MeV/n He). Also we added the diffusion mean free path, <i>&lambda; (=3k / </i>v), and the gradients obtained by McDonald <i>et al. </i>(2003) in order to compare those calculations with our results. McDonald <i>et al. </i>(2003) assumed that<i> j</i><sub>T</sub> &infin; r<i><sup>&beta;</sup></i>, and from this they calculated the radial gradient. In that analysis, they considered a transition region from 10 to 20 AU, that separates the inner from the outer intensity gradients. In the inner heliosphere they obtained a similar gradient for GCR H and He, (10/r%/ AU), while in the outer heliosphere the intensity gradient for H is 139/r%/AU and 73/r%/AU for He. As one can see from panels C and F, the gradients calculated from the numerical solution of the one&#150;dimensional transport equation are of the same order of magnitude than those of McDonald <i>et al. </i>(2003), which obtained using an empirical model for the GCR modulation. However, the radial dependence is different. In our model we take into account the energy change and that produces smaller gradient in the inner heliosphere.</font></p>     <p align="justify"><font face="verdana" size="2">The next step is to introduce a transition region. We used <i>a = </i>0 and <i>b = </i>1 in equation (2) because we want see if we can explain the observations with the simplest diffusion coefficient. In McDonald <i>et al. </i>(2003), the authors pointed out that there must be some transition region (between 10 and 20 AU) where the modulation changes, producing different radial gradients. With our model we have tried to find where this region should be in order to explain the observations. In this respect we have modified the position of the transition region, varying <i>r<sub>t</sub> </i>from 20 to 40 AU, and the boundary (<i>r<sub>b</sub></i>) from 120 to 180 AU. Although, we do not show all the results, we do present the most significant one in <a href="/img/revistas/geoint/v48n2/a6f2.jpg" target="_blank">Fig. 2</a>.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><b>Discussion</b></font></p>     <p align="justify"><font face="verdana" size="2">The intensity gradients in <a href="/img/revistas/geoint/v48n2/a6f1.jpg" target="_blank">Figs. 1C and 1E</a> present a different radial dependence in the outer heliosphere than those in <a href="/img/revistas/geoint/v48n2/a6f2.jpg" target="_blank">Fig. 2C and 2E</a>. (That is not a surprise because we chose the same radial dependence of the diffusion coefficient in the inner region, and a different one beyond the position of the transition region). If one compares them with the gradients found by McDonald <i>et al. </i>(2003), one sees that the main difference appears in the inner heliosphere. This is due to the role of the adiabatic energy losses that are more important close to the Sun, once the particles have traveled through most of the modulation region.</font></p>     <p align="justify"><font face="verdana" size="2">The best fit to the observations probably obtained with <i>r<sub>t</sub> = </i>40 AU, the boundary at <i>r<sub>b</sub> = </i>150 AU, and <i>k<sub>0</sub> = </i>1.8 x 10<sup>22</sup> <i>&beta; P </i>(GV) cm<sup>2</sup>/s (<a href="/img/revistas/geoint/v48n2/a6f2.jpg" target="_blank">Fig. 2</a>). This value of <i>r<sub>b</sub> </i>for the heliopause is more realistic than 120 AU (see Gurnett <i>et al., </i>2003).</font></p>     <p align="justify"><font face="verdana" size="2">In our study, from the numerical solution of equation (1), we found different radial gradients than McDonald <i>et al. </i>(2003) in particular in the inner heliosphere. In this region we obtained an average radial gradient of <i>&asymp;3%/</i>AU for GCR H and &asymp;2.2%/AU for GCR He (shown in <a href="/img/revistas/geoint/v48n2/a6f2.jpg" target="_blank">Figs. 2C</a> and <a href="/img/revistas/geoint/v48n2/a6f2.jpg" target="_blank">2F</a>). Our model naturally reproduces the smaller gradients in the inner heliosphere due to the fact that it includes the adiabatic energy loss, which is more significant in the inner part of the heliosphere (Caballero&#150;Lopez and Moral, 2004).</font></p>     <p align="justify"><font face="verdana" size="2">In the outer region the modulation is essentialy driven by diffusion and convection, and in this case our results for the radial gradients are of the same order of magnitude as those in McDonald <i>et al. </i>(2003). However, some differences are clear. Beyond 40 AU the gradients calculated from our model do not follow the <i>1/r </i>dependence, even when <i>k &infin; r. </i>The reason for that lies in the adiabatic term that modifies the form of the gradient derived from the Force Field model <i>(g<sub>r</sub> = CV/k), </i>used in McDonald <i>et al. </i>(2003).</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Conclusions</b></font></p>     <p align="justify"><font face="verdana" size="2">We analyzed the galactic cosmic ray modulation at solar maximum conditions using a one&#150;dimensional no&#150;shock model that includes diffusion, convection and adiabatic energy loss. With this model we can conclude:</font></p>     <blockquote>     <p align="justify"><font face="verdana" size="2">1.&#150; The observed radial intensity profiles can be reasonably well explained with a radially independent diffusion coefficient, however, we get the best fit to the observations with a transition region at about 40 AU and the heliopause at 150 AU <i>&#91;k = </i>1.8 x 10<sup>22</sup> <i>&beta;</i> P(GV) cm<sup>2</sup>/s, for r&lt;40 AU; and <i>k = </i>1.8 x 10<sup>22</sup> <i>&beta;</i> P(GV) (r/40) cm<sup>2</sup> /s, for r&gt;40 AU&#93;.</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">2.&#150; In the inner heliosphere, <i>r&lt; </i>40 AU, the adiabatic energy loss is more important, and the radial intensity gradients are determined by this physical process.</font></p>     <p align="justify"><font face="verdana" size="2">3.&#150; In the outer heliosphere the radial intensity gradient can be explained mainly by diffusion and convection terms.</font></p> </blockquote>     <p align="justify"><font face="verdana" size="2">This is a first step in our study of the galactic cosmic ray gradients at solar maximum. The next step will include a two&#150;dimensional shock model.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Bibliography</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">Caballero&#150;Lopez, R. A. and H. Moraal, 2004. Limitations of the force&#150;field equation to describe cosmic ray modulation, <i>J. Geophys. Res., 109, A01101, </i>doi: 10.1029/2003JA010098.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=3905620&pid=S0016-7169200900020000600001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">Caballero&#150;Lopez, R. A., H. Moraal and F. B. McDonald, 2004a. Galactic cosmic ray modulation: effects of the solar wind termination shock and the heliosheath, <i>J. Geophys. 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