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  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">ANGEO</journal-id>
<journal-title-group>
<journal-title>Annales Geophysicae</journal-title>
<abbrev-journal-title abbrev-type="publisher">ANGEO</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Ann. Geophys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1432-0576</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.5194/angeo-35-1195-2017</article-id><title-group><article-title>Searching for the 27-day solar rotational cycle in lightning events recorded
in old diaries in Kyoto from the 17th to 18th century</article-title>
      </title-group><?xmltex \runningtitle{Searching for the 27-day solar rotational cycle in lightning events}?><?xmltex \runningauthor{H. Miyahara et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Miyahara</surname><given-names>Hiroko</given-names></name>
          <email>miyahara@musabi.ac.jp</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Aono</surname><given-names>Yasuyuki</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3 aff4">
          <name><surname>Kataoka</surname><given-names>Ryuho</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>Humanities and Sciences/Museum Carriers, Musashino Art University, 1-736
Ogawa-cho, Kodaira, <?xmltex \hack{\newline}?> Tokyo 187-8505, Japan</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Graduate School of Life and Environmental Sciences, Osaka Prefecture
University, 1-1 Gakuen-cho, <?xmltex \hack{\newline}?> Naka-ku, Sakai, Osaka 599-8531, Japan</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>National Institute of Polar Research, 10-3 Midori-cho,
Tachikawa, Tokyo 190-8518, Japan</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>Department of Polar Science, School of Multidisciplinary Sciences,
SOKENDAI, 10-3 Midori-cho, <?xmltex \hack{\newline}?> Tachikawa, Tokyo 190-8518, Japan</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Hiroko Miyahara (miyahara@musabi.ac.jp)</corresp></author-notes><pub-date><day>3</day><month>November</month><year>2017</year></pub-date>
      
      <volume>35</volume>
      <issue>6</issue>
      <fpage>1195</fpage><lpage>1200</lpage>
      <history>
        <date date-type="received"><day>28</day><month>August</month><year>2017</year></date>
           <date date-type="rev-recd"><day>27</day><month>September</month><year>2017</year></date>
           <date date-type="accepted"><day>27</day><month>September</month><year>2017</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017.html">This article is available from https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017.html</self-uri>
<self-uri xlink:href="https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017.pdf">The full text article is available as a PDF file from https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017.pdf</self-uri>


      <abstract>
    <p>A solar rotational period of approximately 27 days has been
detected in cloud and lightning activities, although the mechanism of the
sun–climate connection remains unclear. In previous studies, lightning
activity in Japan showed a significant signal of the solar rotational period,
especially around the maxima of the decadal solar cycles. Here we analyze
the time series of lightning activity in the AD 1668–1767 period, extracted
from old diaries in Kyoto, Japan, and search for the signal of solar
rotational cycles. The 27-day cycles were detected in the lightning data and
occurred only around the maxima of the decadal sunspot cycles. The signal
disappeared during AD 1668–1715, which corresponds to the latter half of
the Maunder Minimum when both radiative and magnetic disturbances were
thought to have been weak. These findings provide insight into the connection
between solar activity and the Earth's climate.</p>
  </abstract>
      <kwd-group>
        <kwd>Meteorology and atmospheric dynamics (lightning)</kwd>
      </kwd-group>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Correlations between solar cyclic activity and climate variations have been
detected over a wide range of timescales, from monthly (Muraki et al.,
2004; Sato et al., 2005; Takahashi et al., 2010; Hong et al., 2011; Scott et
al., 2014), to decadal and multidecadal (Camp and Tung, 2007; Miyahara
et al., 2008; Yamaguchi et al., 2010), to millennial (Bond et al., 2001;
Obrocta et al., 2012). However, the detailed mechanisms of these connections
are currently uncertain. Among the common cycles, the 27-day variability is
of great importance because it offers the opportunity to understand how the
sun influences weather and climate.</p>
      <p>The apparent solar radiations detected on Earth, which are associated with
solar rotations, alter over a 27-day period (Coddington et al., 2016). The
radiative outputs from the solar surface are controlled by the appearance
and disappearance of sunspots and faculae, whereas the flux of open magnetic
field is influenced by the appearance of sunspots and coronal holes
(Lockwood, 2013). The magnetic outputs influence the flux of galactic cosmic
rays incident on the Earth. Cosmic rays constitute a possible medium that
connects the Sun and climate (Gray et al., 2010). As the magnetic flux
conveyed to the solar surface increases and decreases over a decadal scale,
the intensity of the 27-day component in the solar-related parameters varies
over time.</p>
      <p>Previously, we analyzed the lightning data over the AD 1989–2015 period
and found a significant 27-day periodicity in the summertime wide-area
lightning activity in Japan, especially around the maxima of the 11-year
solar cycles (Miyahara et al., 2017a). The signal was strongest at a spatial
coverage of at least a few hundred thousand square kilometers (covering more
than 15 prefectures). A 27-day signal also appeared in the minima of the
solar cycles, but the strength was approximately half that of the solar
maxima.</p>
      <p>In modern times, the abovementioned 27-day signal shows a northeastward
migration pattern, suggesting that the impact of solar activity propagates to
Japan from lower latitudes. Consistent with this finding, the 27-day period
in cloud activities is most significant in tropical regions (Takahashi et
al., 2010; Hong et al., 2011). Therefore, the equatorial region may enable us to trace the solar
influence on weather and climate.</p>
      <p>In addition to examining the spatial extent of the 27-day periodicity in cloud and
lightning activities, we must carefully test the temporal variations in the
solar 27-day period in the meteorological phenomena associated with the
centennial-scale high and low solar activities.</p>
      <p>During the last decades, solar activity has rapidly trended downward.
This trend may be a precursor of the coming Grand Minimum (e.g., Lockwood,
2013). The behavior of cyclic lightning activity over grand minima (such as
the Maunder Minimum) might establish whether or not the 27-day periodicity
becomes less significant during long-term low solar activity. For example,
coronal mass ejections (CMEs), the major source of modulations in galactic
cosmic rays on daily to monthly timescales, are expected to rarely occur
during grand minima. High-speed solar wind streams from coronal holes may
maintain cyclical behavior under such conditions, as was the case during the
recent solar minimum, and it may affect the lightning activities via
modulating energetic protons (Scott et al., 2014). However, Owens et
al. (2017) estimate that the band of slow solar wind expanded to cover a
sufficiently wide range of solar latitudes during the Maunder Minimum that
the Earth continued to remain in the slow solar wind; the influence of
any corotating fast streams had been minimized. The monthly-scale radiation
changes should also be reduced due to the disappearance of sunspots. If
radiation or galactic cosmic rays can generate the 27-day cyclic behavior of
lightning, then such solar 27-day signals should be absent during the Grand
Minimum.</p>
      <p>This paper traces the possible behavioral transition of the 27-day
periodicity in the lightning activities in Kyoto from the mid-17th to the
mid-18th century, which includes the Maunder Minimum. The data were extracted
from old diaries written in Kyoto. Section 2 describes the dataset and
analysis method, Sect. 3 presents the results and discussion, and the concluding
remarks are summarized in Sect. 4.</p>
</sec>
<sec id="Ch1.S2">
  <title>Analysis methods</title>
      <p>Thunder and lightning events are frequently recorded in old diaries. During
the Edo era (1603–1868), the weather information was often regularly
recorded in priestly diaries. By examining these diaries, we can further
explore the characteristics of the 27-day periodicity in lightning
occurrences during long-term high and low solar activity. Recently we extracted a
100-year continuous record of summertime lightning events from several famous
old diaries written in Kyoto from the 17th to the 18th century, which
motivated us to examine the periodicity of lightning days. The record covers
the latter half of the Maunder Minimum and the era of relatively high
solar activity after recovery from the Maunder Minimum.</p>
      <p>Following the method of Miyahara et al. (2017a), we conducted a histogram
analysis of the lightning record. As discussed in their paper, the phases of the 27-day periodicities
in solar-related parameters (such
as solar radiation and galactic cosmic rays) change in a random manner and
are associated with newly emerged sunspots and coronal holes. Therefore, we
analyze the frequency distribution of time intervals by counting the number
of days between every combination of two lightning days. This analysis
reveals the typical waiting time of lightning days.</p>
      <p>To examine the long-term characteristics of the 27-day signal in lightning
activities, we consulted five old diaries stored in Kyoto. According to the
previous study, the 27-day periodicity was more significant in wide-area
lightning activity than local lightning, but some of the prefectures
(including Kyoto) retained a relatively significant signal. The frequency
spectrum over the AD 1989–2015 period in Kyoto, obtained by using the Miyahara et
al. (2017a) method, revealed a 27-day periodicity in the summertime
lightning activity (Fig. 1). Similarly to the results of Miyahara et
al. (2017a), the signal was more significant at the maxima of the solar
decadal cycles (3.5 SD) than at the minima (2.1 SD).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p><bold>(a)</bold> Time series of monthly sunspot numbers during
AD 1989–2015. The red and blue shading defines the periods of solar maxima
and minima, respectively, used in the analyses. <bold>(b)</bold> Periodicity of
lightning events from May to August in Kyoto during the solar maxima (red
line) and minima (blue line). The red and blue dashed lines denote the 2 and
3 SD in the solar maxima and minima, respectively. The red shaded bars indicate
the 27–30-day period.</p></caption>
        <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017-f01.pdf"/>

      </fig>

      <p>In diaries of the typical Japanese style, the daily weather conditions are
described before the daily occurrences are recorded. To analyze
the lightning dates in the 17th to 18th centuries, we investigated the
weather records in the diaries kept by Tsuneko Konoe (parts of
AD 1668–1694), the Myoho-in Temple (parts of AD 1695–1767), the Nijo family
(parts of AD 1728–1730), and the Chion-in Temple (parts of AD 1731–1767). The
reliability of the daily weather descriptions from AD 1679–1697 was
confirmed by consulting the diary of Kaneteru Ichijo. When the records of two
diaries overlapped, we assumed that the data were mutually supplementary and
acquired a composite dataset of the overlapped lightning dates.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p><bold>(a)</bold> Number of lightning events from May to August during
AD 1668–1767 excavated from five old diaries in Kyoto, Japan. Note that
the long-term differences in the numbers of lightning events in the 17th and
18th centuries may not exactly reflect the actual lightning activity level,
as mentioned in the text. <bold>(b)</bold> Sunspot numbers over the same period
(Clette and Lefevre, 2016, black line; Hoyt and Schatten, 1998, blue line).
Blue shading indicates the period of the Maunder Minimum (Eddy, 1976).</p></caption>
        <?xmltex \igopts{width=213.395669pt}?><graphic xlink:href="https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017-f02.pdf"/>

      </fig>

      <p>The abovementioned diary keepers appeared to differ in their
“sensitivities” to natural phenomena (in this case, lightning). Some of the
diary keepers noticed weak lightening events in both daytime and nighttime
and recorded these trivial phenomena in their diaries. We
noticed that the temple diary of Myoho-in and the private diaries of Tsuneko Konoe and Kaneteru Ichijo
presented more detailed weather conditions and
their temporal transitions than the other diaries. The family and temple
diaries tended to be kept over longer periods than private diaries because
the former were maintained over successive generations. To obtain longer
time series of lightning dates in Kyoto, we have no choice but to acquire
composite data from several diary keepers despite their various
sensitivities to natural phenomena. Owing to the composite data, the change
in the absolute number of lightning dates cannot be regarded as a long
time series with homogeneous features.</p>
      <p>Figure 2 shows the number of summertime lightning records during the
AD 1668–1767 period extracted from the abovementioned old diaries. For
comparison, the group sunspot numbers (Clette and Lefevre, 2016; Hoyt and
Schatten, 1998) over the same period are shown in Fig. 2b. The weakening of
the long-term solar activity during AD 1645–1715 is called the Maunder
Minimum (Eddy, 1976). The sunspot activity began to recover around AD 1700
and ended around AD 1715.</p>
</sec>
<sec id="Ch1.S3">
  <title>Results and discussion</title>
      <p>The characteristics of the 27-day cycles depend on the phase of the solar
decadal cycles. Therefore, we divided the whole period into periods of high
and low solar activities based on the group sunspot numbers. In the
AD 1716–1767 period, we identified the maxima and minima of sunspot numbers
from the yearly data compiled by Clette and Lefevre (2016). In our
definition, the maxima lasted from 1 year before the peak to 2 years after
the peak, whereas the minima lasted from 2 years before the peak to 1 year
after the peak (Fig. 3a, b).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p><bold>(a, b)</bold> Time series of group sunspot numbers for
AD 1716–1767. The red and blue shading defines the periods of solar maxima and
minima, respectively, used in the analyses. <bold>(c)</bold> Periodicity of
lightning events during solar maxima. The red dashed lines denote
2 and 3 SD. The red shaded bar indicates the 27–30-day period. <bold>(d)</bold> Same
as in panel <bold>(c)</bold> but for solar minima.</p></caption>
        <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017-f03.pdf"/>

      </fig>

      <p>The maxima and minima of the solar activity cycles in the Maunder Minimum
were derived from the carbon-14 content in tree rings. Carbon-14 data from
tree rings, which can be precisely dated by dendrochronology, provide
accurate timing for solar activity changes. The solar cycles apparently
continued throughout the Maunder Minimum with an approximate period of
14 years (Miyahara et al., 2004). The periods of the solar maxima and minima
were determined from the band-pass-filtered carbon-14 data in tree rings
compiled by Stuiver et al. (1998). To accommodate the delay in the carbon
cycle relative to the solar activity (Siegenthaler et al., 1980), the
filtered curve was shifted by 2 years. As detailed in Kataoka et al. (2017),
this method accurately detects the solar maxima and minima in solar cycles
1–18 with an uncertainty of <inline-formula><mml:math id="M1" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula>1.7 years. When the solar cycles lengthen,
the solar cycle signal is delayed by slightly longer than 2 years.
Nevertheless, the solar cycle maxima reconstructed by using the above method
successfully reproduce the solar cycle maxima at the end of the Maunder
Minimum with no dating error (Fig. 4b). We changed the definition of the
periods of solar minima in the Maunder Minimum as lasting from 2 years before
the peak to 2 years after the peak; this is 1 year longer than the case for
AD 1716–1767 owing to the lengthened solar cycles.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p><bold>(a)</bold> Group sunspot numbers around the latter half of the
Maunder Minimum. <bold>(b)</bold> Solar cycles reconstructed from the carbon-14
content in tree rings. The red and blue shading denotes the periods of solar
maxima and minima, respectively, used in the
analyses. <bold>(c)</bold> Periodicity of lightning events during the solar
maxima shown in panel <bold>(b)</bold>. The red dashed lines denote 2 and 3 SD during
the solar maxima, and the red shaded bar indicates the 27–30-day
period. <bold>(d)</bold> Same as in panel <bold>(c)</bold> but for solar minima.</p></caption>
        <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://angeo.copernicus.org/articles/35/1195/2017/angeo-35-1195-2017-f04.pdf"/>

      </fig>

      <p>We first examine the lightning activities after the Maunder Minimum. For this
purpose, we selected the 52 years from AD 1716 to 1767 when the solar
cyclic activity recovered to a relatively active state (see Fig. 2b). The
27-day solar rotational period in lightning activity displayed a significant
(2.6 SD) signal from May to August during the solar maxima (Fig. 3c) but
not during the solar minima (1.4 SD; see Fig. 3d). This result is consistent
with modern observations, in which a solar 27-day periodicity of lightning
events appears during the maxima of solar decadal cycles.</p>
      <p>Interestingly, the significance level of the 27-day period was reduced when the
data were analyzed for the May to September period (see Fig. S1 in the
Supplement). At both solar maximum and solar minimum, the peaks at around
27–30 days were insignificant (1.3 and 1.6 SD, respectively). In contrast,
both peaks in this period are significant in the modern era, regardless of
whether the September data are included or excluded.</p>
      <p>The discrepancy between the modern era and the 18th century may be related to
the climatological conditions in the earlier century. This period corresponds
to the late stage of the Little Ice Age when Japan's climate might have been
more strongly influenced by the cold Siberian air mass. In the modern era, the
Siberian air mass advances over Japan around October to March. Even in early
autumn (September), the advance of this cold air mass causes frequent local
updrafts in Kyoto and may dilute the 27-day signal propagated from lower
latitudes. As discussed in Miyahara et al. (2017a), the 27-day signal is
apparent only in the component propagated from lower latitudes and is absent
during the season of dominant activity of the Siberian air mass. The local
draft increases the noise level of random lightning events, possibly lowering
the significance level of the solar rotational cycle.</p>
      <p>Second, we examine the lightning activities during the Maunder Minimum. For
this purpose, we selected the time interval from AD 1668 to 1715. The solar
cycles were determined from the carbon-14 record as mentioned above. During
the solar maxima, the periodicity of lightning activity peaked at around
22–23 days and at 44 days; however, the signal of 27–30-day periodicity is
not significant. During the solar minima, the spectrum peaks at around
31–32 days (1.9 SD), but the signal of 27–30-day periodicity is
insignificant. Although the decadal-scale cycles of solar activity continued
during the Maunder Minimum, the signal of the solar 27-day modulation in
lightning activity was lost. As mentioned above, the uncertainty in the
selection of the solar maxima and minima during the Maunder Minimum is
<inline-formula><mml:math id="M2" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula>1–2 years. However, this uncertainty does not affect the significance
level of the peak at 27–30 days or the main results.</p>
      <p>The disappearance of the 27-day modulation during the Maunder Minimum might
be explained by the lack of CMEs or cyclic disturbances in the radiative
output during that period. As CMEs are among the main modulators of galactic
cosmic rays incident to the Earth, their absence diminishes the Forbush
decrease and hence the monthly-scale variations of cosmic rays.</p>
      <p>In future work, the appearance and disappearance of the 27-day solar
rotational period in lightning activity should be examined at centennial
timescales. For this purpose, we can consult old diaries over wide regions
of Japan. Suitable target periods are the Grand Minimum prior to the Maunder
Minimum and the Medieval Maximum. It is also important to test the spatial
extent of the 27-day signal. This can be done, for instance, by accessing the records in
different prefectures of Japan and in nearby countries and by following the
propagation of the signal within the area (which has migrated northeastward
over Japan during the modern era). Testing the propagation of the signal and
identifying its origin (possibly at lower latitudes) would help to elucidate
the effect of solar activity on the Earth's climate.</p>
</sec>
<sec id="Ch1.S4" sec-type="conclusions">
  <title>Conclusions</title>
      <p>We retrieved a summertime lightning record covering the 100-year period from
AD 1668 to 1767. The data were extracted from five old diaries in Kyoto,
Japan. The impact of the 27-day solar rotational cycle on lightning
periodicity was evaluated. Similarly to the modern era, the 27-day solar
periodicity was significantly replicated in the lightning record of the 18th
century after recovery from the Maunder Minimum. Also similarly to the
modern era, the signal was significant only during the maxima of the solar
decadal cycles. The signal of the 27-day periodicity completely disappeared
during the Maunder Minimum when both radiative and magnetic disturbances may
have been absent.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability">

      <p>The lightning data used in this study are
available online at <uri>https://doi.org/10.6084/m9.figshare.5544841.v1</uri> (Miyahara et al., 2017b).</p>
  </notes><app-group>
        <supplementary-material position="anchor"><p><bold>The Supplement related to this article is available online at <inline-supplementary-material xlink:href="https://doi.org/10.5194/angeo-35-1195-2017-supplement" xlink:title="pdf">https://doi.org/10.5194/angeo-35-1195-2017-supplement</inline-supplementary-material>.</bold></p></supplementary-material>
        </app-group><notes notes-type="competinginterests">

      <p>The authors declare that they have no conflict of
interest.</p>
  </notes><ack><title>Acknowledgements</title><p>This work was supported by JSPS KAKENHI grant numbers 15H05816 and 25287051. This
work was also supported by the Center for the Promotion of Integrated
Sciences of SOKENDAI and the Project to Build an International Collaborative
Research for Pre-modern Japanese Texts. We thank Chika Higuchi, Chie Ogawa,
and Kana Sakaguchi for their help in organizing the lightning dataset.<?xmltex \hack{\newline}?><?xmltex \hack{\hspace*{4mm}}?> The topical editor, Marc Salzmann,
thanks Chris Scott for help in evaluating this paper.</p></ack><ref-list>
    <title>References</title>

      <ref id="bib1.bib1"><label>1</label><mixed-citation>
Bond, G., Kromer, B., Beer, J., Muscheler, R., Evans, M. N., Showers, W.,
Hoffmann, S., Lotti-Bond, R., Hajdas, I., and Bonani, G.: Persistent solar
influence on North Atlantic climate during the Holocene, Science, 294,
2130–2136, 2001.</mixed-citation></ref>
      <ref id="bib1.bib2"><label>2</label><mixed-citation>Camp, C. D. and Tung, K. K.: Surface warming by the solar cycle as revealed
by the composite mean difference projection, Geophys. Res. Lett., 34, L14703,
<ext-link xlink:href="https://doi.org/10.1029/2007GL030207" ext-link-type="DOI">10.1029/2007GL030207</ext-link>, 2007.</mixed-citation></ref>
      <ref id="bib1.bib3"><label>3</label><mixed-citation>Clette, F. and Lefevre, L.: The new sunspot number: assembling all
corrections, Sol. Phys., 291, 2629–2651, <ext-link xlink:href="https://doi.org/10.1007/s11207-016-1014-y" ext-link-type="DOI">10.1007/s11207-016-1014-y</ext-link>,
2016.</mixed-citation></ref>
      <ref id="bib1.bib4"><label>4</label><mixed-citation>Coddington, O., Lean, J. L., Pilewskie, P., Snow, M., and Lindholm, D.: A
solar irradiance climate data record, B. Am. Meteorol. Soc., 97, 1265–1282,
<ext-link xlink:href="https://doi.org/10.1175/BAMS-D-14-00265.1" ext-link-type="DOI">10.1175/BAMS-D-14-00265.1</ext-link>, 2016.
</mixed-citation></ref><?xmltex \hack{\newpage}?>
      <ref id="bib1.bib5"><label>5</label><mixed-citation>
Eddy, J. A.: The Maunder Minimum, Science, 192, 1189–1202, 1976.</mixed-citation></ref>
      <ref id="bib1.bib6"><label>6</label><mixed-citation>Gray, L. J., Beer, J., Geller M., Haigh, J. D., Lockwood M., Matthes, K.,
Cubasch, U., Fleitmann, D., Harrison, G., Hood, L., Luterbacher, J., Meehl,
G. A., Shindell, D., van Geel, B., and White, W.: Solar influence on climate,
Rev. Geophys., 48, RG4001, <ext-link xlink:href="https://doi.org/10.1029/2009RG000282" ext-link-type="DOI">10.1029/2009RG000282</ext-link>, 2010.</mixed-citation></ref>
      <ref id="bib1.bib7"><label>7</label><mixed-citation>
Hong, P. K., Miyahara, H., Yokoyama, Y., Takahashi, Y., and Sato, M.:
Implications for the low latitude cloud formations from solar activity and
the quasi-biennial oscillation, J. Atmos. Sol.-Terr. Phy., 73, 587–591,
2011.</mixed-citation></ref>
      <ref id="bib1.bib8"><label>8</label><mixed-citation>
Hoyt, D. V. and Schatten, K. H.: Group sunspot numbers: A new solar activity
reconstruction, Sol. Phys., 181, 491–512, 1998.</mixed-citation></ref>
      <ref id="bib1.bib9"><label>9</label><mixed-citation>Kataoka, R., Isobe, H., Hayakawa, H., Tamazawa, H., Kawamura, A. D.,
Miyahara, H., Iwahashi, K., Yamamoto, K., Takei, M., Terashima, T., Suzuki,
H., Fujiwara, Y., and Nakamura, T.: Historical space weather monitoring of
prolonged aurora activities in Japan and in China, Space Weather, 15,
392–402, <ext-link xlink:href="https://doi.org/10.1002/2016SW001493" ext-link-type="DOI">10.1002/2016SW001493</ext-link>, 2017.</mixed-citation></ref>
      <ref id="bib1.bib10"><label>10</label><mixed-citation>Lockwood, M.: Reconstruction and prediction of variations in the open solar
magnetic flux and interplanetary conditions, Living Rev. Sol. Phys., 10,
1–88, <ext-link xlink:href="https://doi.org/10.12942/lrsp-2013-4" ext-link-type="DOI">10.12942/lrsp-2013-4</ext-link>, 2013.</mixed-citation></ref>
      <ref id="bib1.bib11"><label>11</label><mixed-citation>
Miyahara, H., Masuda, K., Muraki, Y., Furuzawa, H., Menjo, H., and Nakamura,
T.: Cyclicity of solar activity during the Maunder Minimum deduced from
radiocarbon content, Sol. Phys., 224, 317–322, 2004.</mixed-citation></ref>
      <ref id="bib1.bib12"><label>12</label><mixed-citation>
Miyahara, H., Yokoyama, Y., and Masuda, K.: Possible link between
multi-decadal climate cycles and periodic reversals of solar magnetic field
polarity, Earth Planet. Sci. Lett., 272, 290–295, 2008.</mixed-citation></ref>
      <ref id="bib1.bib13"><label>13</label><mixed-citation>Miyahara, H., Higuchi, C., Terasawa, T., Kataoka, R., Sato, M., and
Takahashi, Y.: Solar 27-day rotational period detected in wide-area lightning
activity in Japan, Ann. Geophys., 35, 583–588,
<ext-link xlink:href="https://doi.org/10.5194/angeo-35-583-2017" ext-link-type="DOI">10.5194/angeo-35-583-2017</ext-link>, 2017a.</mixed-citation></ref>
      <ref id="bib1.bib14"><label>14</label><mixed-citation>Miyahara, H., Aono, Y., and Kataoka, R.: Date of thunder and lightning events in Kyoto, Japan, available at:
<uri>https://doi.org/10.6084/m9.figshare.5544841.v1</uri>, last access:
2 November 2017b.</mixed-citation></ref>
      <ref id="bib1.bib15"><label>15</label><mixed-citation>Muraki, Y., Axford, W. I., Matsubara, Y., Masuda, K., Miyamoto, Y., Menjyou,
H., Sakakibara, S., Sako, T., Takami, T., Yamada, T., Shibata, S., Munakata,
Y., Munakata, K., Yasue, S., Sakai, T., Mitsui, K., Fujimoto, K., and
Flückiger, E.: Effects of atmospheric electric fields on cosmic rays,
Phys. Rev. D, 69, 123010, <ext-link xlink:href="https://doi.org/10.1103/PhysRevD.69.123010" ext-link-type="DOI">10.1103/PhysRevD.69.123010</ext-link>, 2004.</mixed-citation></ref>
      <ref id="bib1.bib16"><label>16</label><mixed-citation>
Obrochta, S. P., Miyahara, H., Yokoyama, Y., and Crowley, T. J.: A
re-examination of evidence for the North Atlantic “1500-year cycle” at Site
609, Quat. Sci. Rev., 55, 23–33, 2012.</mixed-citation></ref>
      <ref id="bib1.bib17"><label>17</label><mixed-citation>Owens, M. J., Lockwood, M., and Riley, P.: Global solar wind variations over
the last four centuries, Sci. Rep., 7, 41548, <ext-link xlink:href="https://doi.org/10.1038/srep41548" ext-link-type="DOI">10.1038/srep41548</ext-link>, 2017.</mixed-citation></ref>
      <ref id="bib1.bib18"><label>18</label><mixed-citation>Sato, M. and Fukunishi, H.: New evidence for a link between lightning
activity and tropical upper cloud coverage, Geophys. Res. Lett., 32, L12807,
<ext-link xlink:href="https://doi.org/10.1029/2005GL022865" ext-link-type="DOI">10.1029/2005GL022865</ext-link>, 2005.</mixed-citation></ref>
      <ref id="bib1.bib19"><label>19</label><mixed-citation>Scott, C. J., Harrison, R. G., Owens, M. J., Lockwood, M., and Barnard, L.:
Evidence for solar wind modulation of lightning, Environ. Res. Lett., 9,
055004, <ext-link xlink:href="https://doi.org/10.1088/1748-9326/9/5/055004" ext-link-type="DOI">10.1088/1748-9326/9/5/055004</ext-link>, 2014.</mixed-citation></ref>
      <ref id="bib1.bib20"><label>20</label><mixed-citation>
Siegenthaler, U., Heimann, M., and Oeschger, H.: C-14 variations caused by
changes in the global carbon-cycle, Radiocarbon, 22, 177–191, 1980.</mixed-citation></ref>
      <ref id="bib1.bib21"><label>21</label><mixed-citation>
Stuiver, M., Reimer, P. J., and Braziunas, T. F.: High-precision radiocarbon
age calibration for terrestrial and marine samples, Radiocarbon, 40,
1127–1151, 1998.</mixed-citation></ref>
      <ref id="bib1.bib22"><label>22</label><mixed-citation>Takahashi, Y., Okazaki, Y., Sato, M., Miyahara, H., Sakanoi, K., Hong, P. K.,
and Hoshino, N.: 27-day variation in cloud amount in the Western Pacific warm
pool region and relationship to the solar cycle, Atmos. Chem. Phys., 10,
1577–1584, <ext-link xlink:href="https://doi.org/10.5194/acp-10-1577-2010" ext-link-type="DOI">10.5194/acp-10-1577-2010</ext-link>, 2010.
</mixed-citation></ref><?xmltex \hack{\newpage}?>
      <ref id="bib1.bib23"><label>23</label><mixed-citation>
Yamaguchi, Y. T., Yokoyama, Y., Miyahara, H., Sho, K., and Nakatsuka, T.:
Synchronized northern hemisphere climate change and solar magnetic cycles
during the maunder minimum, P. Natl. Acad. Sci. USA, 107, 20697–20702, 2010.</mixed-citation></ref>

  </ref-list><app-group content-type="float"><app><title/>

    </app></app-group></back>
    <!--<article-title-html>Searching for the 27-day solar rotational cycle in lightning events recorded in old diaries in Kyoto from the 17th to 18th century</article-title-html>
<abstract-html><p class="p">A solar rotational period of approximately 27 days has been
detected in cloud and lightning activities, although the mechanism of the
sun–climate connection remains unclear. In previous studies, lightning
activity in Japan showed a significant signal of the solar rotational period,
especially around the maxima of the decadal solar cycles. Here we analyze
the time series of lightning activity in the AD 1668–1767 period, extracted
from old diaries in Kyoto, Japan, and search for the signal of solar
rotational cycles. The 27-day cycles were detected in the lightning data and
occurred only around the maxima of the decadal sunspot cycles. The signal
disappeared during AD 1668–1715, which corresponds to the latter half of
the Maunder Minimum when both radiative and magnetic disturbances were
thought to have been weak. These findings provide insight into the connection
between solar activity and the Earth's climate.</p></abstract-html>
<ref-html id="bib1.bib1"><label>1</label><mixed-citation>
Bond, G., Kromer, B., Beer, J., Muscheler, R., Evans, M. N., Showers, W.,
Hoffmann, S., Lotti-Bond, R., Hajdas, I., and Bonani, G.: Persistent solar
influence on North Atlantic climate during the Holocene, Science, 294,
2130–2136, 2001.
</mixed-citation></ref-html>
<ref-html id="bib1.bib2"><label>2</label><mixed-citation>
Camp, C. D. and Tung, K. K.: Surface warming by the solar cycle as revealed
by the composite mean difference projection, Geophys. Res. Lett., 34, L14703,
<a href="https://doi.org/10.1029/2007GL030207" target="_blank">https://doi.org/10.1029/2007GL030207</a>, 2007.
</mixed-citation></ref-html>
<ref-html id="bib1.bib3"><label>3</label><mixed-citation>
Clette, F. and Lefevre, L.: The new sunspot number: assembling all
corrections, Sol. Phys., 291, 2629–2651, <a href="https://doi.org/10.1007/s11207-016-1014-y" target="_blank">https://doi.org/10.1007/s11207-016-1014-y</a>,
2016.
</mixed-citation></ref-html>
<ref-html id="bib1.bib4"><label>4</label><mixed-citation>
Coddington, O., Lean, J. L., Pilewskie, P., Snow, M., and Lindholm, D.: A
solar irradiance climate data record, B. Am. Meteorol. Soc., 97, 1265–1282,
<a href="https://doi.org/10.1175/BAMS-D-14-00265.1" target="_blank">https://doi.org/10.1175/BAMS-D-14-00265.1</a>, 2016.

</mixed-citation></ref-html>
<ref-html id="bib1.bib5"><label>5</label><mixed-citation>
Eddy, J. A.: The Maunder Minimum, Science, 192, 1189–1202, 1976.
</mixed-citation></ref-html>
<ref-html id="bib1.bib6"><label>6</label><mixed-citation>
Gray, L. J., Beer, J., Geller M., Haigh, J. D., Lockwood M., Matthes, K.,
Cubasch, U., Fleitmann, D., Harrison, G., Hood, L., Luterbacher, J., Meehl,
G. A., Shindell, D., van Geel, B., and White, W.: Solar influence on climate,
Rev. Geophys., 48, RG4001, <a href="https://doi.org/10.1029/2009RG000282" target="_blank">https://doi.org/10.1029/2009RG000282</a>, 2010.
</mixed-citation></ref-html>
<ref-html id="bib1.bib7"><label>7</label><mixed-citation>
Hong, P. K., Miyahara, H., Yokoyama, Y., Takahashi, Y., and Sato, M.:
Implications for the low latitude cloud formations from solar activity and
the quasi-biennial oscillation, J. Atmos. Sol.-Terr. Phy., 73, 587–591,
2011.
</mixed-citation></ref-html>
<ref-html id="bib1.bib8"><label>8</label><mixed-citation>
Hoyt, D. V. and Schatten, K. H.: Group sunspot numbers: A new solar activity
reconstruction, Sol. Phys., 181, 491–512, 1998.
</mixed-citation></ref-html>
<ref-html id="bib1.bib9"><label>9</label><mixed-citation>
Kataoka, R., Isobe, H., Hayakawa, H., Tamazawa, H., Kawamura, A. D.,
Miyahara, H., Iwahashi, K., Yamamoto, K., Takei, M., Terashima, T., Suzuki,
H., Fujiwara, Y., and Nakamura, T.: Historical space weather monitoring of
prolonged aurora activities in Japan and in China, Space Weather, 15,
392–402, <a href="https://doi.org/10.1002/2016SW001493" target="_blank">https://doi.org/10.1002/2016SW001493</a>, 2017.
</mixed-citation></ref-html>
<ref-html id="bib1.bib10"><label>10</label><mixed-citation>
Lockwood, M.: Reconstruction and prediction of variations in the open solar
magnetic flux and interplanetary conditions, Living Rev. Sol. Phys., 10,
1–88, <a href="https://doi.org/10.12942/lrsp-2013-4" target="_blank">https://doi.org/10.12942/lrsp-2013-4</a>, 2013.
</mixed-citation></ref-html>
<ref-html id="bib1.bib11"><label>11</label><mixed-citation>
Miyahara, H., Masuda, K., Muraki, Y., Furuzawa, H., Menjo, H., and Nakamura,
T.: Cyclicity of solar activity during the Maunder Minimum deduced from
radiocarbon content, Sol. Phys., 224, 317–322, 2004.
</mixed-citation></ref-html>
<ref-html id="bib1.bib12"><label>12</label><mixed-citation>
Miyahara, H., Yokoyama, Y., and Masuda, K.: Possible link between
multi-decadal climate cycles and periodic reversals of solar magnetic field
polarity, Earth Planet. Sci. Lett., 272, 290–295, 2008.
</mixed-citation></ref-html>
<ref-html id="bib1.bib13"><label>13</label><mixed-citation>
Miyahara, H., Higuchi, C., Terasawa, T., Kataoka, R., Sato, M., and
Takahashi, Y.: Solar 27-day rotational period detected in wide-area lightning
activity in Japan, Ann. Geophys., 35, 583–588,
<a href="https://doi.org/10.5194/angeo-35-583-2017" target="_blank">https://doi.org/10.5194/angeo-35-583-2017</a>, 2017a.
</mixed-citation></ref-html>
<ref-html id="bib1.bib14"><label>14</label><mixed-citation>
Miyahara, H., Aono, Y., and Kataoka, R.: Date of thunder and lightning events in Kyoto, Japan, available at:
<a href="https://doi.org/10.6084/m9.figshare.5544841.v1" target="_blank">https://doi.org/10.6084/m9.figshare.5544841.v1</a>, last access:
2 November 2017b.
</mixed-citation></ref-html>
<ref-html id="bib1.bib15"><label>15</label><mixed-citation>
Muraki, Y., Axford, W. I., Matsubara, Y., Masuda, K., Miyamoto, Y., Menjyou,
H., Sakakibara, S., Sako, T., Takami, T., Yamada, T., Shibata, S., Munakata,
Y., Munakata, K., Yasue, S., Sakai, T., Mitsui, K., Fujimoto, K., and
Flückiger, E.: Effects of atmospheric electric fields on cosmic rays,
Phys. Rev. D, 69, 123010, <a href="https://doi.org/10.1103/PhysRevD.69.123010" target="_blank">https://doi.org/10.1103/PhysRevD.69.123010</a>, 2004.
</mixed-citation></ref-html>
<ref-html id="bib1.bib16"><label>16</label><mixed-citation>
Obrochta, S. P., Miyahara, H., Yokoyama, Y., and Crowley, T. J.: A
re-examination of evidence for the North Atlantic “1500-year cycle” at Site
609, Quat. Sci. Rev., 55, 23–33, 2012.
</mixed-citation></ref-html>
<ref-html id="bib1.bib17"><label>17</label><mixed-citation>
Owens, M. J., Lockwood, M., and Riley, P.: Global solar wind variations over
the last four centuries, Sci. Rep., 7, 41548, <a href="https://doi.org/10.1038/srep41548" target="_blank">https://doi.org/10.1038/srep41548</a>, 2017.
</mixed-citation></ref-html>
<ref-html id="bib1.bib18"><label>18</label><mixed-citation>
Sato, M. and Fukunishi, H.: New evidence for a link between lightning
activity and tropical upper cloud coverage, Geophys. Res. Lett., 32, L12807,
<a href="https://doi.org/10.1029/2005GL022865" target="_blank">https://doi.org/10.1029/2005GL022865</a>, 2005.
</mixed-citation></ref-html>
<ref-html id="bib1.bib19"><label>19</label><mixed-citation>
Scott, C. J., Harrison, R. G., Owens, M. J., Lockwood, M., and Barnard, L.:
Evidence for solar wind modulation of lightning, Environ. Res. Lett., 9,
055004, <a href="https://doi.org/10.1088/1748-9326/9/5/055004" target="_blank">https://doi.org/10.1088/1748-9326/9/5/055004</a>, 2014.
</mixed-citation></ref-html>
<ref-html id="bib1.bib20"><label>20</label><mixed-citation>
Siegenthaler, U., Heimann, M., and Oeschger, H.: C-14 variations caused by
changes in the global carbon-cycle, Radiocarbon, 22, 177–191, 1980.
</mixed-citation></ref-html>
<ref-html id="bib1.bib21"><label>21</label><mixed-citation>
Stuiver, M., Reimer, P. J., and Braziunas, T. F.: High-precision radiocarbon
age calibration for terrestrial and marine samples, Radiocarbon, 40,
1127–1151, 1998.
</mixed-citation></ref-html>
<ref-html id="bib1.bib22"><label>22</label><mixed-citation>
Takahashi, Y., Okazaki, Y., Sato, M., Miyahara, H., Sakanoi, K., Hong, P. K.,
and Hoshino, N.: 27-day variation in cloud amount in the Western Pacific warm
pool region and relationship to the solar cycle, Atmos. Chem. Phys., 10,
1577–1584, <a href="https://doi.org/10.5194/acp-10-1577-2010" target="_blank">https://doi.org/10.5194/acp-10-1577-2010</a>, 2010.

</mixed-citation></ref-html>
<ref-html id="bib1.bib23"><label>23</label><mixed-citation>
Yamaguchi, Y. T., Yokoyama, Y., Miyahara, H., Sho, K., and Nakatsuka, T.:
Synchronized northern hemisphere climate change and solar magnetic cycles
during the maunder minimum, P. Natl. Acad. Sci. USA, 107, 20697–20702, 2010.
</mixed-citation></ref-html>--></article>
