Wavelets: a powerful tool for studying rotation, activity, and pulsation in Kepler and CoRoT stellar light curves

Aims. The wavelet transform has been used as a powerful tool for treating several problems in astrophysics. In this work, we show that the time-frequency analysis of stellar light curves using the wavelet transform is a practical tool for identifying rotation, magnetic activity, and pulsation signat...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:arXiv.org 2014-07
Hauptverfasser: Bravo, J P, Roque, S, Estrela, R, Leão, I C, De Medeiros, J R
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page
container_title arXiv.org
container_volume
creator Bravo, J P
Roque, S
Estrela, R
Leão, I C
De Medeiros, J R
description Aims. The wavelet transform has been used as a powerful tool for treating several problems in astrophysics. In this work, we show that the time-frequency analysis of stellar light curves using the wavelet transform is a practical tool for identifying rotation, magnetic activity, and pulsation signatures. We present the wavelet spectral composition and multiscale variations of the time series for four classes of stars: targets dominated by magnetic activity, stars with transiting planets, those with binary transits, and pulsating stars. Methods. We applied the Morlet wavelet (6th order), which offers high time and frequency resolution. By applying the wavelet transform to the signal, we obtain the wavelet local and global power spectra. The first is interpreted as energy distribution of the signal in time-frequency space, and the second is obtained by time integration of the local map. Results. Since the wavelet transform is a useful mathematical tool for nonstationary signals, this technique applied to Kepler and CoRoT light curves allows us to clearly identify particular signatures for different phenomena. In particular, patterns were identified for the temporal evolution of the rotation period and other periodicity due to active regions affecting these light curves. In addition, a beat-pattern signature in the local wavelet map of pulsating stars over the entire time span was also detected.
doi_str_mv 10.48550/arxiv.1407.1084
format Article
fullrecord <record><control><sourceid>proquest_arxiv</sourceid><recordid>TN_cdi_arxiv_primary_1407_1084</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2084371014</sourcerecordid><originalsourceid>FETCH-LOGICAL-a514-a6d22858551c73034912a27ee15c65bcc777a325ce2779c40fa958a57b57cd9e3</originalsourceid><addsrcrecordid>eNotkM1Lw0AQxRdBsNTePcmCV1P3s5t4k-IXFgQJeAzTzaZuWbPp7iba_9609TTDvDfDmx9CV5TMRS4luYPwa4c5FUTNKcnFGZowzmmWC8Yu0CzGLSGELRSTkk_Q7hMG40yK9xhw539MaHqHk_cONz7gmPp6b9sNDj5Bsr69xaCTHWzaj11b46538Shg2-I30zkTjvOl__DluG6cg4Cd3XwlrPswmHiJzhtw0cz-6xSVT4_l8iVbvT-_Lh9WGUgqMljUjOVyfIhqxQkXBWXAlDFU6oVca62UAs6kNkypQgvSQCFzkGotla4Lw6fo-nT2iKPqgv2GsK8OWKoDltFwczJ0we96E1O19X1ox0gVO-iKEir4HwSEZdQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2084371014</pqid></control><display><type>article</type><title>Wavelets: a powerful tool for studying rotation, activity, and pulsation in Kepler and CoRoT stellar light curves</title><source>arXiv.org</source><source>Free E- Journals</source><creator>Bravo, J P ; Roque, S ; Estrela, R ; Leão, I C ; De Medeiros, J R</creator><creatorcontrib>Bravo, J P ; Roque, S ; Estrela, R ; Leão, I C ; De Medeiros, J R</creatorcontrib><description>Aims. The wavelet transform has been used as a powerful tool for treating several problems in astrophysics. In this work, we show that the time-frequency analysis of stellar light curves using the wavelet transform is a practical tool for identifying rotation, magnetic activity, and pulsation signatures. We present the wavelet spectral composition and multiscale variations of the time series for four classes of stars: targets dominated by magnetic activity, stars with transiting planets, those with binary transits, and pulsating stars. Methods. We applied the Morlet wavelet (6th order), which offers high time and frequency resolution. By applying the wavelet transform to the signal, we obtain the wavelet local and global power spectra. The first is interpreted as energy distribution of the signal in time-frequency space, and the second is obtained by time integration of the local map. Results. Since the wavelet transform is a useful mathematical tool for nonstationary signals, this technique applied to Kepler and CoRoT light curves allows us to clearly identify particular signatures for different phenomena. In particular, patterns were identified for the temporal evolution of the rotation period and other periodicity due to active regions affecting these light curves. In addition, a beat-pattern signature in the local wavelet map of pulsating stars over the entire time span was also detected.</description><identifier>EISSN: 2331-8422</identifier><identifier>DOI: 10.48550/arxiv.1407.1084</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Astrophysics ; Binary stars ; Energy distribution ; Extrasolar planets ; Light curve ; Mathematical analysis ; Morlet wavelet ; Periodic variations ; Physics - Instrumentation and Methods for Astrophysics ; Physics - Solar and Stellar Astrophysics ; Power spectra ; Pulsation ; Rotation ; Signatures ; Time integration ; Time-frequency analysis ; Transit ; Wavelet analysis ; Wavelet transforms</subject><ispartof>arXiv.org, 2014-07</ispartof><rights>2014. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>http://arxiv.org/licenses/nonexclusive-distrib/1.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,780,784,885,27925</link.rule.ids><backlink>$$Uhttps://doi.org/10.48550/arXiv.1407.1084$$DView paper in arXiv$$Hfree_for_read</backlink><backlink>$$Uhttps://doi.org/10.1051/0004-6361/201323032$$DView published paper (Access to full text may be restricted)$$Hfree_for_read</backlink></links><search><creatorcontrib>Bravo, J P</creatorcontrib><creatorcontrib>Roque, S</creatorcontrib><creatorcontrib>Estrela, R</creatorcontrib><creatorcontrib>Leão, I C</creatorcontrib><creatorcontrib>De Medeiros, J R</creatorcontrib><title>Wavelets: a powerful tool for studying rotation, activity, and pulsation in Kepler and CoRoT stellar light curves</title><title>arXiv.org</title><description>Aims. The wavelet transform has been used as a powerful tool for treating several problems in astrophysics. In this work, we show that the time-frequency analysis of stellar light curves using the wavelet transform is a practical tool for identifying rotation, magnetic activity, and pulsation signatures. We present the wavelet spectral composition and multiscale variations of the time series for four classes of stars: targets dominated by magnetic activity, stars with transiting planets, those with binary transits, and pulsating stars. Methods. We applied the Morlet wavelet (6th order), which offers high time and frequency resolution. By applying the wavelet transform to the signal, we obtain the wavelet local and global power spectra. The first is interpreted as energy distribution of the signal in time-frequency space, and the second is obtained by time integration of the local map. Results. Since the wavelet transform is a useful mathematical tool for nonstationary signals, this technique applied to Kepler and CoRoT light curves allows us to clearly identify particular signatures for different phenomena. In particular, patterns were identified for the temporal evolution of the rotation period and other periodicity due to active regions affecting these light curves. In addition, a beat-pattern signature in the local wavelet map of pulsating stars over the entire time span was also detected.</description><subject>Astrophysics</subject><subject>Binary stars</subject><subject>Energy distribution</subject><subject>Extrasolar planets</subject><subject>Light curve</subject><subject>Mathematical analysis</subject><subject>Morlet wavelet</subject><subject>Periodic variations</subject><subject>Physics - Instrumentation and Methods for Astrophysics</subject><subject>Physics - Solar and Stellar Astrophysics</subject><subject>Power spectra</subject><subject>Pulsation</subject><subject>Rotation</subject><subject>Signatures</subject><subject>Time integration</subject><subject>Time-frequency analysis</subject><subject>Transit</subject><subject>Wavelet analysis</subject><subject>Wavelet transforms</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GOX</sourceid><recordid>eNotkM1Lw0AQxRdBsNTePcmCV1P3s5t4k-IXFgQJeAzTzaZuWbPp7iba_9609TTDvDfDmx9CV5TMRS4luYPwa4c5FUTNKcnFGZowzmmWC8Yu0CzGLSGELRSTkk_Q7hMG40yK9xhw539MaHqHk_cONz7gmPp6b9sNDj5Bsr69xaCTHWzaj11b46538Shg2-I30zkTjvOl__DluG6cg4Cd3XwlrPswmHiJzhtw0cz-6xSVT4_l8iVbvT-_Lh9WGUgqMljUjOVyfIhqxQkXBWXAlDFU6oVca62UAs6kNkypQgvSQCFzkGotla4Lw6fo-nT2iKPqgv2GsK8OWKoDltFwczJ0we96E1O19X1ox0gVO-iKEir4HwSEZdQ</recordid><startdate>20140703</startdate><enddate>20140703</enddate><creator>Bravo, J P</creator><creator>Roque, S</creator><creator>Estrela, R</creator><creator>Leão, I C</creator><creator>De Medeiros, J R</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>GOX</scope></search><sort><creationdate>20140703</creationdate><title>Wavelets: a powerful tool for studying rotation, activity, and pulsation in Kepler and CoRoT stellar light curves</title><author>Bravo, J P ; Roque, S ; Estrela, R ; Leão, I C ; De Medeiros, J R</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a514-a6d22858551c73034912a27ee15c65bcc777a325ce2779c40fa958a57b57cd9e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Astrophysics</topic><topic>Binary stars</topic><topic>Energy distribution</topic><topic>Extrasolar planets</topic><topic>Light curve</topic><topic>Mathematical analysis</topic><topic>Morlet wavelet</topic><topic>Periodic variations</topic><topic>Physics - Instrumentation and Methods for Astrophysics</topic><topic>Physics - Solar and Stellar Astrophysics</topic><topic>Power spectra</topic><topic>Pulsation</topic><topic>Rotation</topic><topic>Signatures</topic><topic>Time integration</topic><topic>Time-frequency analysis</topic><topic>Transit</topic><topic>Wavelet analysis</topic><topic>Wavelet transforms</topic><toplevel>online_resources</toplevel><creatorcontrib>Bravo, J P</creatorcontrib><creatorcontrib>Roque, S</creatorcontrib><creatorcontrib>Estrela, R</creatorcontrib><creatorcontrib>Leão, I C</creatorcontrib><creatorcontrib>De Medeiros, J R</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>arXiv.org</collection><jtitle>arXiv.org</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bravo, J P</au><au>Roque, S</au><au>Estrela, R</au><au>Leão, I C</au><au>De Medeiros, J R</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Wavelets: a powerful tool for studying rotation, activity, and pulsation in Kepler and CoRoT stellar light curves</atitle><jtitle>arXiv.org</jtitle><date>2014-07-03</date><risdate>2014</risdate><eissn>2331-8422</eissn><abstract>Aims. The wavelet transform has been used as a powerful tool for treating several problems in astrophysics. In this work, we show that the time-frequency analysis of stellar light curves using the wavelet transform is a practical tool for identifying rotation, magnetic activity, and pulsation signatures. We present the wavelet spectral composition and multiscale variations of the time series for four classes of stars: targets dominated by magnetic activity, stars with transiting planets, those with binary transits, and pulsating stars. Methods. We applied the Morlet wavelet (6th order), which offers high time and frequency resolution. By applying the wavelet transform to the signal, we obtain the wavelet local and global power spectra. The first is interpreted as energy distribution of the signal in time-frequency space, and the second is obtained by time integration of the local map. Results. Since the wavelet transform is a useful mathematical tool for nonstationary signals, this technique applied to Kepler and CoRoT light curves allows us to clearly identify particular signatures for different phenomena. In particular, patterns were identified for the temporal evolution of the rotation period and other periodicity due to active regions affecting these light curves. In addition, a beat-pattern signature in the local wavelet map of pulsating stars over the entire time span was also detected.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><doi>10.48550/arxiv.1407.1084</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier EISSN: 2331-8422
ispartof arXiv.org, 2014-07
issn 2331-8422
language eng
recordid cdi_arxiv_primary_1407_1084
source arXiv.org; Free E- Journals
subjects Astrophysics
Binary stars
Energy distribution
Extrasolar planets
Light curve
Mathematical analysis
Morlet wavelet
Periodic variations
Physics - Instrumentation and Methods for Astrophysics
Physics - Solar and Stellar Astrophysics
Power spectra
Pulsation
Rotation
Signatures
Time integration
Time-frequency analysis
Transit
Wavelet analysis
Wavelet transforms
title Wavelets: a powerful tool for studying rotation, activity, and pulsation in Kepler and CoRoT stellar light curves
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T23%3A54%3A01IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_arxiv&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Wavelets:%20a%20powerful%20tool%20for%20studying%20rotation,%20activity,%20and%20pulsation%20in%20Kepler%20and%20CoRoT%20stellar%20light%20curves&rft.jtitle=arXiv.org&rft.au=Bravo,%20J%20P&rft.date=2014-07-03&rft.eissn=2331-8422&rft_id=info:doi/10.48550/arxiv.1407.1084&rft_dat=%3Cproquest_arxiv%3E2084371014%3C/proquest_arxiv%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2084371014&rft_id=info:pmid/&rfr_iscdi=true