It's Complicated: A Big Data Approach to Exploring Planetesimal Evolution in the Presence of Jovian Planets
Previous studies have suggested that the scattered disk is populated by planetesimals that once orbited in the reservoirs between the Jovian planets. Other studies have concluded that the source region for the Centaurs and Jupiter family comets (JFCs) is the scattered disk. Still other studies have...
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description | Previous studies have suggested that the scattered disk is populated by planetesimals that once orbited in the reservoirs between the Jovian planets. Other studies have concluded that the source region for the Centaurs and Jupiter family comets (JFCs) is the scattered disk. Still other studies have suggested dynamical links between Centaurs and JFCs. The overarching goal of this study is to build upon our previous work and, using data mining techniques derived from big data applications, explore a database of close planet/planetesimal approaches in order to both examine these claims and demonstrate how complicated the trajectories of planetesimals wending between the Jovian planets can be-as they are subjected to impulsive alterations by close planetary encounters and resonant effects. Our results show that Centaurs, JFCs, and scattered disk objects are not dynamically distinct populations, and the paths planetesimals take over their lifetimes can be extremely complex. An understanding of this complexity offers solutions to other outstanding questions about the current solar system architecture. |
doi_str_mv | 10.3847/1538-3881/aae095 |
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Other studies have concluded that the source region for the Centaurs and Jupiter family comets (JFCs) is the scattered disk. Still other studies have suggested dynamical links between Centaurs and JFCs. The overarching goal of this study is to build upon our previous work and, using data mining techniques derived from big data applications, explore a database of close planet/planetesimal approaches in order to both examine these claims and demonstrate how complicated the trajectories of planetesimals wending between the Jovian planets can be-as they are subjected to impulsive alterations by close planetary encounters and resonant effects. Our results show that Centaurs, JFCs, and scattered disk objects are not dynamically distinct populations, and the paths planetesimals take over their lifetimes can be extremely complex. 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J</addtitle><description>Previous studies have suggested that the scattered disk is populated by planetesimals that once orbited in the reservoirs between the Jovian planets. Other studies have concluded that the source region for the Centaurs and Jupiter family comets (JFCs) is the scattered disk. Still other studies have suggested dynamical links between Centaurs and JFCs. The overarching goal of this study is to build upon our previous work and, using data mining techniques derived from big data applications, explore a database of close planet/planetesimal approaches in order to both examine these claims and demonstrate how complicated the trajectories of planetesimals wending between the Jovian planets can be-as they are subjected to impulsive alterations by close planetary encounters and resonant effects. Our results show that Centaurs, JFCs, and scattered disk objects are not dynamically distinct populations, and the paths planetesimals take over their lifetimes can be extremely complex. An understanding of this complexity offers solutions to other outstanding questions about the current solar system architecture.</description><subject>Astronomy</subject><subject>Big Data</subject><subject>Centaurs</subject><subject>Comets</subject><subject>comets: general</subject><subject>Complexity</subject><subject>Computer architecture</subject><subject>Data mining</subject><subject>Jupiter</subject><subject>Kuiper belt: general</subject><subject>minor planets, asteroids: general</subject><subject>Planet formation</subject><subject>Planetary evolution</subject><subject>Planets</subject><subject>planets and satellites: dynamical evolution and stability</subject><subject>planets and satellites: formation</subject><subject>Scattered-disk objects</subject><subject>Solar system</subject><subject>Voyager 1 spacecraft</subject><issn>0004-6256</issn><issn>1538-3881</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kM1PAjEQxRujiYjePTbx4MWVbr-2eENExZDIQc9Nt7RQXLZrW4j-9y5ZoidPk0zee_PmB8Bljm6JoMUgZ0RkRIh8oJRBQ3YEer-rY9BDCNGMY8ZPwVmMa4TyXCDaAx_TdB3h2G-aymmVzOIOjuC9W8IHlRQcNU3wSq9g8nDy1VQ-uHoJ55WqTTLRbVQFJztfbZPzNXQ1TCsD58FEU2sDvYUvfudUfTDEc3BiVRXNxWH2wfvj5G38nM1en6bj0SzThKGUacWN4IySoaai7WnpUOCyJJRohgpWUm0sx9RaQgWlusDC0AUui9IKblnOSR9cdblt-c-tiUmu_TbU7UmJCWdccCyKVoU6lQ4-xmCsbEL7UfiWOZJ7pHLPT-75yQ5pa7npLM43f5n_yn8AUYh2jg</recordid><startdate>20181101</startdate><enddate>20181101</enddate><creator>Grazier, Kevin R.</creator><creator>Castillo-Rogez, Julie C.</creator><creator>Horner, Jonathan</creator><general>The American Astronomical Society</general><general>IOP Publishing</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>8FD</scope><scope>H8D</scope><scope>KL.</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0003-0400-1038</orcidid><orcidid>https://orcid.org/0000-0002-1160-7970</orcidid><orcidid>https://orcid.org/0000-0001-5803-0526</orcidid></search><sort><creationdate>20181101</creationdate><title>It's Complicated: A Big Data Approach to Exploring Planetesimal Evolution in the Presence of Jovian Planets</title><author>Grazier, Kevin R. ; Castillo-Rogez, Julie C. ; Horner, Jonathan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c350t-ca6e865439c48011f4982bb343c5075b4cef624ff34844c728e4d2b7bf86f5163</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Astronomy</topic><topic>Big Data</topic><topic>Centaurs</topic><topic>Comets</topic><topic>comets: general</topic><topic>Complexity</topic><topic>Computer architecture</topic><topic>Data mining</topic><topic>Jupiter</topic><topic>Kuiper belt: general</topic><topic>minor planets, asteroids: general</topic><topic>Planet formation</topic><topic>Planetary evolution</topic><topic>Planets</topic><topic>planets and satellites: dynamical evolution and stability</topic><topic>planets and satellites: formation</topic><topic>Scattered-disk objects</topic><topic>Solar system</topic><topic>Voyager 1 spacecraft</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Grazier, Kevin R.</creatorcontrib><creatorcontrib>Castillo-Rogez, Julie C.</creatorcontrib><creatorcontrib>Horner, Jonathan</creatorcontrib><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>The Astronomical journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Grazier, Kevin R.</au><au>Castillo-Rogez, Julie C.</au><au>Horner, Jonathan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>It's Complicated: A Big Data Approach to Exploring Planetesimal Evolution in the Presence of Jovian Planets</atitle><jtitle>The Astronomical journal</jtitle><stitle>AJ</stitle><addtitle>Astron. J</addtitle><date>2018-11-01</date><risdate>2018</risdate><volume>156</volume><issue>5</issue><spage>232</spage><pages>232-</pages><issn>0004-6256</issn><eissn>1538-3881</eissn><abstract>Previous studies have suggested that the scattered disk is populated by planetesimals that once orbited in the reservoirs between the Jovian planets. Other studies have concluded that the source region for the Centaurs and Jupiter family comets (JFCs) is the scattered disk. Still other studies have suggested dynamical links between Centaurs and JFCs. The overarching goal of this study is to build upon our previous work and, using data mining techniques derived from big data applications, explore a database of close planet/planetesimal approaches in order to both examine these claims and demonstrate how complicated the trajectories of planetesimals wending between the Jovian planets can be-as they are subjected to impulsive alterations by close planetary encounters and resonant effects. 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subjects | Astronomy Big Data Centaurs Comets comets: general Complexity Computer architecture Data mining Jupiter Kuiper belt: general minor planets, asteroids: general Planet formation Planetary evolution Planets planets and satellites: dynamical evolution and stability planets and satellites: formation Scattered-disk objects Solar system Voyager 1 spacecraft |
title | It's Complicated: A Big Data Approach to Exploring Planetesimal Evolution in the Presence of Jovian Planets |
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