Loading…

Numerical Performance of Correlated-k Distribution Method in Atmospheric Escape Simulation

Atmospheric escape is crucial to understanding the evolution of planets in and out of the solar system and to interpreting atmospheric observations. While hydrodynamic escape simulations have been actively developed incorporating detailed processes such as UV heating, chemical reactions, and radiati...

Full description

Saved in:
Bibliographic Details
Published in:The Astrophysical journal 2024-02, Vol.962 (2), p.106
Main Authors: Ito, Yuichi, Yoshida, Tatsuya, Nakayama, Akifumi
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-c399t-85dd952a15023686b089ff04ca0fa3c4140a8b4b13088b3d9291f4188d195f593
container_end_page
container_issue 2
container_start_page 106
container_title The Astrophysical journal
container_volume 962
creator Ito, Yuichi
Yoshida, Tatsuya
Nakayama, Akifumi
description Atmospheric escape is crucial to understanding the evolution of planets in and out of the solar system and to interpreting atmospheric observations. While hydrodynamic escape simulations have been actively developed incorporating detailed processes such as UV heating, chemical reactions, and radiative cooling, the radiative cooling by molecules has been treated as emission from selected lines or rotational/vibrational bands to reduce its numerical cost. However, ad hoc selections of radiative lines would risk estimating inaccurate cooling rates because important lines or wavelengths for atmospheric cooling depend on emitting conditions such as temperature and optical thickness. In this study, we apply the correlated-k distribution (CKD) method to cooling rate calculations for H 2 -dominant transonic atmospheres containing H 2 O or CO as radiative species, to investigate its numerical performance and the importance of considering all lines of the molecules. Our simulations demonstrate that the sum of weak lines, which provides only 1% of the line emission energy in total at optically thin conditions, can become the primary source of radiative cooling in optically thick regions, especially for H 2 O-containing atmospheres. Also, in our hydrodynamic simulations, the CKD method with a wavelength resolution of 1000 is found to be effective, allowing the calculation of escape rate and temperature profiles with acceptable numerical cost. Our results show the importance of treating all radiative lines and the usefulness of the CKD method in hydrodynamic escape simulations. It is particularly practical for heavy-element-enriched atmospheres considered in small exoplanets, including super-Earths, without any prior selections for effective lines.
doi_str_mv 10.3847/1538-4357/ad187f
format article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_ad8d4d218cda40c7b46d374dc9ab6581</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_ad8d4d218cda40c7b46d374dc9ab6581</doaj_id><sourcerecordid>2925584896</sourcerecordid><originalsourceid>FETCH-LOGICAL-c399t-85dd952a15023686b089ff04ca0fa3c4140a8b4b13088b3d9291f4188d195f593</originalsourceid><addsrcrecordid>eNp9kU1P3DAQhi1UJLbQe4-WELem-DOxj2gLFAlaJIqEerEm_gAvm3Wwk0P_fZMG0UvV08ij533GmkHoIyWfuRLNKZVcVYLL5hQcVU3YQ6u31ju0IoSIqubNwwF6X8pmfjKtV-jnt7HzOVrY4lufQ8od7KzHKeB1ytlvYfCuesZfYhlybMchph2-8cNTcjju8NnQpdI_zQJ8Xiz0Ht_FbpxSE3eE9gNsi__wWg_R_cX5j_XX6vr75dX67LqyXOuhUtI5LRlQSRivVd0SpUMgwgIJwK2ggoBqRUs5UarlTjNNg6BKOaplkJofoqvF6xJsTJ9jB_mXSRDNn0bKjwbyEO3WG3DKCceosg4EsU0rascb4ayGtpaKTq7jxdXn9DL6MphNGvNu-r5hmkmphNL1RJGFsjmVkn14m0qJma9h5tWbefVmucYU-bREYur_Ov-Dn_wDh35jdM0Mm4K16V3gvwHVXpeg</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2925584896</pqid></control><display><type>article</type><title>Numerical Performance of Correlated-k Distribution Method in Atmospheric Escape Simulation</title><source>EZB Electronic Journals Library</source><creator>Ito, Yuichi ; Yoshida, Tatsuya ; Nakayama, Akifumi</creator><creatorcontrib>Ito, Yuichi ; Yoshida, Tatsuya ; Nakayama, Akifumi</creatorcontrib><description>Atmospheric escape is crucial to understanding the evolution of planets in and out of the solar system and to interpreting atmospheric observations. While hydrodynamic escape simulations have been actively developed incorporating detailed processes such as UV heating, chemical reactions, and radiative cooling, the radiative cooling by molecules has been treated as emission from selected lines or rotational/vibrational bands to reduce its numerical cost. However, ad hoc selections of radiative lines would risk estimating inaccurate cooling rates because important lines or wavelengths for atmospheric cooling depend on emitting conditions such as temperature and optical thickness. In this study, we apply the correlated-k distribution (CKD) method to cooling rate calculations for H 2 -dominant transonic atmospheres containing H 2 O or CO as radiative species, to investigate its numerical performance and the importance of considering all lines of the molecules. Our simulations demonstrate that the sum of weak lines, which provides only 1% of the line emission energy in total at optically thin conditions, can become the primary source of radiative cooling in optically thick regions, especially for H 2 O-containing atmospheres. Also, in our hydrodynamic simulations, the CKD method with a wavelength resolution of 1000 is found to be effective, allowing the calculation of escape rate and temperature profiles with acceptable numerical cost. Our results show the importance of treating all radiative lines and the usefulness of the CKD method in hydrodynamic escape simulations. It is particularly practical for heavy-element-enriched atmospheres considered in small exoplanets, including super-Earths, without any prior selections for effective lines.</description><identifier>ISSN: 0004-637X</identifier><identifier>EISSN: 1538-4357</identifier><identifier>DOI: 10.3847/1538-4357/ad187f</identifier><language>eng</language><publisher>Philadelphia: The American Astronomical Society</publisher><subject>Atmosphere ; Atmospheric cooling ; Chemical reactions ; Cooling ; Cooling rate ; Emissions ; Exoplanet atmospheres ; Exoplanet atmospheric evolution ; Extrasolar planets ; Mathematical analysis ; Optical thickness ; Planetary evolution ; Radiative cooling ; Simulation ; Solar system ; Stellar planets ; Temperature profiles ; Upper atmosphere ; Wavelengths</subject><ispartof>The Astrophysical journal, 2024-02, Vol.962 (2), p.106</ispartof><rights>2024. The Author(s). Published by the American Astronomical Society.</rights><rights>2024. The Author(s). Published by the American Astronomical Society. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c399t-85dd952a15023686b089ff04ca0fa3c4140a8b4b13088b3d9291f4188d195f593</cites><orcidid>0000-0002-0598-3021 ; 0000-0002-0998-0434 ; 0009-0003-0399-1305</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,778,782,27907,27908</link.rule.ids></links><search><creatorcontrib>Ito, Yuichi</creatorcontrib><creatorcontrib>Yoshida, Tatsuya</creatorcontrib><creatorcontrib>Nakayama, Akifumi</creatorcontrib><title>Numerical Performance of Correlated-k Distribution Method in Atmospheric Escape Simulation</title><title>The Astrophysical journal</title><addtitle>APJ</addtitle><addtitle>Astrophys. J</addtitle><description>Atmospheric escape is crucial to understanding the evolution of planets in and out of the solar system and to interpreting atmospheric observations. While hydrodynamic escape simulations have been actively developed incorporating detailed processes such as UV heating, chemical reactions, and radiative cooling, the radiative cooling by molecules has been treated as emission from selected lines or rotational/vibrational bands to reduce its numerical cost. However, ad hoc selections of radiative lines would risk estimating inaccurate cooling rates because important lines or wavelengths for atmospheric cooling depend on emitting conditions such as temperature and optical thickness. In this study, we apply the correlated-k distribution (CKD) method to cooling rate calculations for H 2 -dominant transonic atmospheres containing H 2 O or CO as radiative species, to investigate its numerical performance and the importance of considering all lines of the molecules. Our simulations demonstrate that the sum of weak lines, which provides only 1% of the line emission energy in total at optically thin conditions, can become the primary source of radiative cooling in optically thick regions, especially for H 2 O-containing atmospheres. Also, in our hydrodynamic simulations, the CKD method with a wavelength resolution of 1000 is found to be effective, allowing the calculation of escape rate and temperature profiles with acceptable numerical cost. Our results show the importance of treating all radiative lines and the usefulness of the CKD method in hydrodynamic escape simulations. It is particularly practical for heavy-element-enriched atmospheres considered in small exoplanets, including super-Earths, without any prior selections for effective lines.</description><subject>Atmosphere</subject><subject>Atmospheric cooling</subject><subject>Chemical reactions</subject><subject>Cooling</subject><subject>Cooling rate</subject><subject>Emissions</subject><subject>Exoplanet atmospheres</subject><subject>Exoplanet atmospheric evolution</subject><subject>Extrasolar planets</subject><subject>Mathematical analysis</subject><subject>Optical thickness</subject><subject>Planetary evolution</subject><subject>Radiative cooling</subject><subject>Simulation</subject><subject>Solar system</subject><subject>Stellar planets</subject><subject>Temperature profiles</subject><subject>Upper atmosphere</subject><subject>Wavelengths</subject><issn>0004-637X</issn><issn>1538-4357</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNp9kU1P3DAQhi1UJLbQe4-WELem-DOxj2gLFAlaJIqEerEm_gAvm3Wwk0P_fZMG0UvV08ij533GmkHoIyWfuRLNKZVcVYLL5hQcVU3YQ6u31ju0IoSIqubNwwF6X8pmfjKtV-jnt7HzOVrY4lufQ8od7KzHKeB1ytlvYfCuesZfYhlybMchph2-8cNTcjju8NnQpdI_zQJ8Xiz0Ht_FbpxSE3eE9gNsi__wWg_R_cX5j_XX6vr75dX67LqyXOuhUtI5LRlQSRivVd0SpUMgwgIJwK2ggoBqRUs5UarlTjNNg6BKOaplkJofoqvF6xJsTJ9jB_mXSRDNn0bKjwbyEO3WG3DKCceosg4EsU0rascb4ayGtpaKTq7jxdXn9DL6MphNGvNu-r5hmkmphNL1RJGFsjmVkn14m0qJma9h5tWbefVmucYU-bREYur_Ov-Dn_wDh35jdM0Mm4K16V3gvwHVXpeg</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Ito, Yuichi</creator><creator>Yoshida, Tatsuya</creator><creator>Nakayama, Akifumi</creator><general>The American Astronomical Society</general><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>8FD</scope><scope>H8D</scope><scope>KL.</scope><scope>L7M</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-0598-3021</orcidid><orcidid>https://orcid.org/0000-0002-0998-0434</orcidid><orcidid>https://orcid.org/0009-0003-0399-1305</orcidid></search><sort><creationdate>20240201</creationdate><title>Numerical Performance of Correlated-k Distribution Method in Atmospheric Escape Simulation</title><author>Ito, Yuichi ; Yoshida, Tatsuya ; Nakayama, Akifumi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c399t-85dd952a15023686b089ff04ca0fa3c4140a8b4b13088b3d9291f4188d195f593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Atmosphere</topic><topic>Atmospheric cooling</topic><topic>Chemical reactions</topic><topic>Cooling</topic><topic>Cooling rate</topic><topic>Emissions</topic><topic>Exoplanet atmospheres</topic><topic>Exoplanet atmospheric evolution</topic><topic>Extrasolar planets</topic><topic>Mathematical analysis</topic><topic>Optical thickness</topic><topic>Planetary evolution</topic><topic>Radiative cooling</topic><topic>Simulation</topic><topic>Solar system</topic><topic>Stellar planets</topic><topic>Temperature profiles</topic><topic>Upper atmosphere</topic><topic>Wavelengths</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ito, Yuichi</creatorcontrib><creatorcontrib>Yoshida, Tatsuya</creatorcontrib><creatorcontrib>Nakayama, Akifumi</creatorcontrib><collection>Open Access: IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>The Astrophysical journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ito, Yuichi</au><au>Yoshida, Tatsuya</au><au>Nakayama, Akifumi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Numerical Performance of Correlated-k Distribution Method in Atmospheric Escape Simulation</atitle><jtitle>The Astrophysical journal</jtitle><stitle>APJ</stitle><addtitle>Astrophys. J</addtitle><date>2024-02-01</date><risdate>2024</risdate><volume>962</volume><issue>2</issue><spage>106</spage><pages>106-</pages><issn>0004-637X</issn><eissn>1538-4357</eissn><abstract>Atmospheric escape is crucial to understanding the evolution of planets in and out of the solar system and to interpreting atmospheric observations. While hydrodynamic escape simulations have been actively developed incorporating detailed processes such as UV heating, chemical reactions, and radiative cooling, the radiative cooling by molecules has been treated as emission from selected lines or rotational/vibrational bands to reduce its numerical cost. However, ad hoc selections of radiative lines would risk estimating inaccurate cooling rates because important lines or wavelengths for atmospheric cooling depend on emitting conditions such as temperature and optical thickness. In this study, we apply the correlated-k distribution (CKD) method to cooling rate calculations for H 2 -dominant transonic atmospheres containing H 2 O or CO as radiative species, to investigate its numerical performance and the importance of considering all lines of the molecules. Our simulations demonstrate that the sum of weak lines, which provides only 1% of the line emission energy in total at optically thin conditions, can become the primary source of radiative cooling in optically thick regions, especially for H 2 O-containing atmospheres. Also, in our hydrodynamic simulations, the CKD method with a wavelength resolution of 1000 is found to be effective, allowing the calculation of escape rate and temperature profiles with acceptable numerical cost. Our results show the importance of treating all radiative lines and the usefulness of the CKD method in hydrodynamic escape simulations. It is particularly practical for heavy-element-enriched atmospheres considered in small exoplanets, including super-Earths, without any prior selections for effective lines.</abstract><cop>Philadelphia</cop><pub>The American Astronomical Society</pub><doi>10.3847/1538-4357/ad187f</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-0598-3021</orcidid><orcidid>https://orcid.org/0000-0002-0998-0434</orcidid><orcidid>https://orcid.org/0009-0003-0399-1305</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0004-637X
ispartof The Astrophysical journal, 2024-02, Vol.962 (2), p.106
issn 0004-637X
1538-4357
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_ad8d4d218cda40c7b46d374dc9ab6581
source EZB Electronic Journals Library
subjects Atmosphere
Atmospheric cooling
Chemical reactions
Cooling
Cooling rate
Emissions
Exoplanet atmospheres
Exoplanet atmospheric evolution
Extrasolar planets
Mathematical analysis
Optical thickness
Planetary evolution
Radiative cooling
Simulation
Solar system
Stellar planets
Temperature profiles
Upper atmosphere
Wavelengths
title Numerical Performance of Correlated-k Distribution Method in Atmospheric Escape Simulation
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-16T14%3A36%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Numerical%20Performance%20of%20Correlated-k%20Distribution%20Method%20in%20Atmospheric%20Escape%20Simulation&rft.jtitle=The%20Astrophysical%20journal&rft.au=Ito,%20Yuichi&rft.date=2024-02-01&rft.volume=962&rft.issue=2&rft.spage=106&rft.pages=106-&rft.issn=0004-637X&rft.eissn=1538-4357&rft_id=info:doi/10.3847/1538-4357/ad187f&rft_dat=%3Cproquest_doaj_%3E2925584896%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c399t-85dd952a15023686b089ff04ca0fa3c4140a8b4b13088b3d9291f4188d195f593%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2925584896&rft_id=info:pmid/&rfr_iscdi=true