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Coronal Heating as Determined by the Solar Flare Frequency Distribution Obtained by Aggregating Case Studies

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Abstract Flare frequency distributions represent a key approach to addressing one of the largest problems in solar and stellar physics: determining the mechanism that counterintuitively heats coronae to temperatures that are orders of magnitude hotter than the corresponding photospheres. It is widely accepted that the magnetic field is responsible for the heating, but there are two competing mechanisms that could explain it: nanoflares or Alfvén waves. To date, neither can be directly observed. Nanoflares are, by definition, extremely small, but their aggregate energy release could represent a substantial heating mechanism, presuming they are sufficiently abundant. One way to test this presumption is via the flare frequency distribution, which describes how often flares of various energies occur. If the slope of the power law fitting the flare frequency distribution is above a critical threshold, α = 2 as established in prior literature, then there should be a sufficient abundance of nanoflares to explain coronal heating. We performed >600 case studies of solar flares, made possible by an unprecedented number of data analysts via three semesters of an undergraduate physics laboratory course. This allowed us to include two crucial, but nontrivial, analysis methods: preflare baseline subtraction and computation of the flare energy, which requires determining flare start and stop times. We aggregated the results of these analyses into a statistical study to determine that α = 1.63 ± 0.03. This is below the critical threshold, suggesting that Alfvén waves are an important driver of coronal heating.
American Astronomical Society
James Paul Mason Alexandra Werth Colin G. West Allison Youngblood Donald L. Woodraska Courtney L. Peck Arvind J. Aradhya Yijian Cai David Chaparro James W. Erikson Koushik Ganesan T. R. Geerdts Thi D Hoang Thomas M. Horning Yan Jin Haixin Liu Noah Lordi Zheng Luo Thanmay S. Menon Josephine C. Meyer Emma E Nelson Kristin A. Oliver Jorge L Ramirez Ortiz Andrew Osborne Alyx Patterson Nick Pellatz John Pitten Nanako Shitara Daniel Steckhahn Aseem Visal Hongda Wang Chaoran Wang Evan Wickenden John Wilson Mengyu Wu Nikolay Yegovtsev Ingrid H Zimmermann James Holland Aaron Jumana T. Abdullah Jonathan M. Abrams Riley Abrashoff Andres B. Acevedo Iker Acha Daniela M. Meza Acosta Megan M. Adam Dante Q. Adams Kalvyn N Adams Elena R Adams Zainab A. Akbar Ushmi H. Akruwala Adel Al-Ghazwi Batool H. Alabbas Areej A. Alawadhi Yazeed A. Alharbi Mohammed S. Alahmed Mohammed A. Albakr Yusef J. 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Cone Thomas C. Conroy Reese Conti Charles J. Contizano Destiny J. Cool Nicholas M. Cooper Jessica S Corbitt Jonas Courtney Olivia Courtney Corben L. Cox Wilmsen B. Craig Joshua B. Creany Anastasia Crews K. A. Crocker A. J. Croteau Christian J. Crow Zoe Cruse Avril Cruz Tyler L. Curnow Hayden Current Riley T. Curry Libby Cutler Aidan St. Cyr Frederick M. Dabberdt Johnston Daboub Olivia Damgaard Swagatam Das Emma A. B. Davis Elyse Debarros Sean Deel Megan E. Delasantos Tianyue Deng Zachary Derwin Om Desai Kai Dewey John S. Dias Kenzie A. Dice R. Dick Cyrus A. Dicken Henry Dietrick Alexis M. Dinser Alyssa M. Dixon Thomas J. Dixon Helen C. Do Chris H Doan Connor Doane Joshua Dodrill Timothy Doermer Lizbeth Montoya Dominguez J. Dominguez Emerson N. Domke Caroline R. Doran Jackson A. Dorr Philip Dorricott Danielle C. Dresdner Michael Driscoll Kailer H. Driscoll Sheridan J. Duncan Christian Dunlap Gabrielle M. Dunn Tien Q. Duong Tomi Oshima Dupeyron Peter Dvorak Andrew East Andrew N. East Bree Edwards Lauren Ehrlich Sara I. Elbashir Rasce Engelhardt Jacob Engelstad Colin England Andrew Enrich Abbey Erickson Benjamin Erickson Nathan Evans Calvin A Ewing Elizabeth A. Eyeson Ian Faber Avery M. Fails John T Fauntleroy Kevin Fell Zitian Feng Logan D. Fenwick Nikita Feoktistov Ryann Fife John Alfred D. Figueirinhas Jean-Paul Fisch Emmalee Fischer Jules Fischer-White Aidan F. Fitton Alexander Fix Lydia Flackett Fernando Flores Aidan Floyd Leonardo Del Foco Adeduni Folarin Aidan E. Forbes Elise Fortino Benjamin L. Fougere Alexandra A. Fowler Margaret Fox James M. French Katherine V. French Florian G. Frick Calvin R. Fuchs Bethany E. S. Fuhrman Sebastian Furney Moutamen Gabir Gabriela Galarraga Skylar Gale Keala C. Gapin A. J. Garscadden Rachel Gasser Lily Gayou Emily E. Gearhart Jane Geisman Julianne R. Geneser Sl Genne Julia G Gentile Eleanor Gentry Jacob D. George Nathaniel James Georgiades Phillip Gerhardstein Clint Gersabeck Bandar Abu Ghaith Dorsa Ghiassi B. C. Giebner Dalton Gilmartin Connor B. Gilpatrick Michael Gjini Olivia Golden Nathan T. Golding C. A. Goldsberry Angel R. Gomez Angel A. Gomez Sean Gopalakrishnan Mariam Gopalani Nicholas Gotlib Alaina S. Graham Michael J Gray Alannah H. Gregory Joshua A. Gregory Kristyn Grell Justus Griego Nicholas F. Griffin Kyle J. Griffin Matt Guerrero Nicole Gunderson Mutian Guo E. R. Gustavsson Grace K. Hach L. N. Haile Jessica Haines Jack J. Mc Hale Ryder Buchanan Hales Mark S. Haley Jacqueline L. Hall Sean R. Hamilton Soonhee Han Tyler Hand Luke C. Hanley Connor M Hansen Joshua A. Hansen Jonathan Hansson Tony Yunfei Hao Nicholas Haratsaris Isabelle Hardie Dillon F. Hardwick Cameron T. Hares Logan Swous Harris Coyle M. Harris Omer Hart Kyle Hashiro Elsie Hattendorf Calder Haubrich Elijah Hawat Griffin A. Hayrynen Danielle A. Heintz Tim Hellweg Angel Hernandez Emanuel Herrera Robert N. Herrington Tim Herwig Troy M. Hesse Quinn Hiatt Lea Pearl Hibbard Imari R. Hicks Andrew J. Hicks Nigel Highhouse Annalise K. Hildebrand Paula Hill Hallie Hill Evan Hintsa Anna E. Hirschmann Travis Hitt Ella Ho Isabelle J. Hoff Alex Hoffman Blake A. Hogen Linda Horne Timothy J Houck Noah H. Howell E. M. Hrudka J. Hu Jianyang Huang Chenqi Huang Shancheng Huang Zachary A. Hudson Nathan C. Hudson Tyler J. Huebsch Owen Hull Samuel C Hunter Troy Husted Abigail P. Hutabarat Leslie Huynh Antonio E. Samour Ii Yolande Idoine Julia A. Ingram Taro Iovan Samuel A. Isert Antonio Salcido-Alcontar Thomas Jacobsen Alan A Jaimes Connor Jameson J. R. Jarriel Sam Jarvis Josh Jenkins Alexander V. Jensen Jacob Jeong Luke A. Jeseritz Trevor Jesse Soo Yeun Ji Yufan Jiang Owen Johnson Matthew Johnson Sawyer Johnson Julia Johnston Braedon Y. Johnston Olivia M. Jones M. R. Jones Tara Jourabchi Tony A. House Parker Juels Sabrina J. H. T. Kainz Emily Kaiser Nicolas Ian Kallemeyn Madison H. Kalmus Etash Kalra Margaret Kamenetskiy Jeerakit Kanokthippayakun Shaun D. Kapla Brennan J. Karsh Caden J. Keating Morgan A. Kelley Michael P. Kelley Nicholas Kelly James Kelly Teagan Kelly Christopher M Kelly Kellen Kennedy Cayla J. Kennedy Forrest Kennedy Abigail Kennedy Liana Kerr-Layton Marilyn Ketterer Ibraheem A. Khan Usman Khan Sapriya Khanal Jack L. Kiechlin Dominic Killian Kevin Kim Brian T. Kim Matthew M. Kim Jake Kim Aspen Kimlicko Isabel M Kipp Hunter B. Kirkpatrick Natalie Kissner Emily R. Kite Olivia R. Kleinhaus Philip Whiting Knott Will Koch Greta Koenig Emily Koke Thomas Kokes Yash S. Kothamdi Zack Krajnak Zoe M. Kresek Dylan Kriegman Jake E. Kritzberg Davis J. Krueger Bartlomiej Kubiak Kirsten Kuehl Chrisanne Kuester Nicolas A. Kuiper Aman Priyadarshi Kumar Connor Kuybus Daniel Kwiatkowski Quintin Y. Lafemina Kevin Lacjak Kyle Lahmers Antonia Lam Kalin Landrey Maxwell B. Lantz Zachary Larter Benjamin P. Lau Megan Lauzon Rian Lawlor Tyler Learned E. C. Lee Junwon Lee Adrianna J. Lee Justin Lee Alexis Ying-Shan Lee Christian J Lee Nathaniel F. Lee Linzhi Leiker Dylan Lengerich Cecilia Leoni Adrienne R. Lezak David Y. Li Isaac Li Ryan Z. Liao Bridget Linders Morgan I Linger Katherine B. Linnane Sam Lippincott Barrett Lister Shelby D Litton Nianzi Liu Steven Y. Liu Timothy W. Logan Nathan Londres Mia C. Lonergan Emily Lookhoff N. E. Loomis Christian Lopez Justin Loring Jeffrey Lucca Dax Lukianow Nathan M. Cheang William Macdonald Claire A. Madonna Kasey O. Madsen Tiffany E. Maksimuk Macguire Mallory Ryan A. Malone Blake Maly Xander R. Manzanares Aimee S. Maravi Serafima M. Marcus Nasreen Marikar Josie A. Marquez Mathew J. Marquez Lauren Marsh Toni Marsh Logan S. Martin Alexa M. Martinez Jose R. Martinez Hazelia K. Martinez Cara Martyr Mirna Masri Giorgio Matessi Adam Izz Khan Mohd Reduan Mathavan Randi M. Mathieson Kabir P. Mathur Graham Mauer Victoria A. Mayer Liam Mazzotta Glen S. Mccammon Rowan Mcconvey Tyler Mccormick Andrew Mccoy Kelleen Mcentee Meaghan V. Mcgarvey Riley M. Mcgill James K. Mcintyre Finbar K. Mckemey Zane Mcmorris Jesse J. Mcmullan Ella Mcquaid Caden Mcvey Kyle Mccurry Mateo M. Medellin Melissa Medialdea Amar Mehidic Stella Meillon Jonah B. Meiselman-Ashen Sarah Mellett Dominic Menassa Citlali Mendez Patricia Mendoza-Anselmi Riley Menke Sarah Mesgina William J. Mewhirter Ethan Meyer Aya M. Miften Ethan J. Miles Andrew Miller Joshua B. Miller Emily B. Millican Sarah J. Millican Dylan P. Mills Josh Minimo Jay H. Misener Alexander J. Mitchell Alexander Z. Mizzi Luis Molina-Saenz Tyler S Moll Hayden Moll Maximus Montano Michael Montoya Eli Monyek Jacqueline Rodriguez Mora Gavin Morales Genaro Morales Annalise M. Morelock Cora Morency Angel J. Moreno Remy Morgan Alexander P. Moss Brandon A. Muckenthaler Alexander Mueller Owen T. Mulcahy Aria T. Mundy Alexis A. Muniz Maxwell J. Murphy Madalyn C. Murphy Ryan C. Murphy Tyler Murrel Andrew J. Musgrave Michael S. Myer Kshmya Nandu Elena R. Napoletano Abdulaziz Naqi Anoothi Narayan Liebe Nasser Brenna K Neeland Molly Nehring Maya Li Nelson Lena P. Nguyen Lena Nguyen Leonardo Nguyen Valerie A. Nguyen Khoa D Nguyen Kelso Norden Cooper Norris Dario Nuñez Rosemary O. Nussbaum Cian O’Sullivan Ian O’Neill S. H. Oakes Anand Odbayar Caleb Ogle Sean Oishi-Holder Nicholas Olguin Nathaniel P. Olson Jason Ong Elena N. Opp Dan Orbidan Ryan Oros Althea E. Ort Matthew Osborn Austin Osogwin Grant Otto Jessica Oudakker Igor Overchuk Hannah M. Padgette Jacqueline Padilla Mallory Palizzi Madeleine L. Palmgren Adler Palos Luke J. Pan Nathan L. Parker Sasha R. Parker Evan J. Parkinson Anish Parulekar Paige J. Pastor Kajal Patel Akhil Patel Neil S. Patel Samuel Patti Catherine Patton Genevieve K. Payne Matthew P. Payne Harrison M. Pearl Charles B. Beck Von Peccoz Alexander J. Pedersen Lily M. Pelster Munisettha E. Peou J. S. Perez Freddy Perez Anneliese Pesce Audrey J. Petersen B. Peterson Romeo S. L. Petric Joshua Pettine Ethan J. 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Romero Ryan Rosasco Beth Rossman Michael Rotter Tyndall Rounsefell Charlotte Rouse Allie C. Routledge Marc G. Roy Zoe A. Roy Ryan Ruger Kendall Ruggles-Delgado Ian C. Rule Madigan Rumley Brenton M. Runyon Collin Ruprecht Bowman Russell Sloan Russell Diana Ryder David Saeb J. Salazar Violeta Salazar Maxwell Saldi Jose A. Salgado Adam D. Salindeho Ethan S. Sanchez Gustavo Sanchez-Sanchez Darian Sarfaraz Sucheta Sarkar Ginn A. Sato Carl Savage Marcus T. Schaller Benjamin T. Scheck Jared A. W. Schlenker Matthew J Schofer Stephanie H. Schubert Courtney Schultze Grace K Schumacher Kasper Seglem Lauren Serio Octave Seux Hannan Shahba Callie D. Shannahan Shajesh Sharma Nathan Shaver Timothy Shaw Arlee K. Shelby Emma Shelby Grace Shelchuk Tucker Sheldrake Daniel P. Sherry Kyle Z. Shi Amanda M. Shields Kyungeun Shin Michael C. Shockley Dominick Shoha Jadon Shortman Mitchell Shuttleworth Lisa Sibrell Molly G. Sickler Nathan Siles H. K. Silvester Conor Simmons Dylan M. Simone Anna Simone Savi Singh Maya A. Singh Madeline Sinkovic Leo Sipowicz Chris Sjoroos Ryan Slocum Colin Slyne Korben Smart Alexandra N. Smith Kelly Smith Corey Smith Elena K. Smith Samantha M. Smith Percy Smith Trevor J Smith G. L. Snyder Daniel A. Soby Arman S. Sohail William J. Solorio Lincoln Solt Caitlin Soon Ava A Spangler Benjamin C. Spicer Ashish Srivastava Emily Stamos Peter Starbuck Ethan K. Stark Travis Starling Caitlyn Staudenmier Sheen L. Steinbarth Christopher H. Steinsberger Tyler Stepaniak Ellie N. Steward Trey Stewart T. C. Stewart Cooper N. Stratmeyer Grant L. Stratton Jordin L. Stribling S. A Sulaiman Brandon J Sullivan M. E. Sundell Sohan N. Sur Rohan Suri Jason R. Swartz Joshua D. Sweeney Konner Syed Emi Szabo Philip Szeremeta Michael-Tan D. Ta Nolan C. Tanguma Kyle Taulman Nicole Taylor Eleanor Taylor Liam C. Taylor K. E. Tayman Yesica Tellez Richard Terrile Corey D Tesdahl Quinn N. Thielmann Gerig Thoman Daniel Thomas Jeffrey J. Thomas William N. Thompson Noah R. Thornally Darien P. Tobin Kelly Ton Nathaniel J. Toon Kevin Tran Bryn Tran Maedee Trank-Greene Emily D. Trautwein Robert B. Traxler Judah Tressler Tyson R. Trofino Thomas Troisi Benjamin L. Trunko Joshua K. Truong Julia Tucker Thomas D Umbricht C. H. Uphoff Zachary T. Upthegrove Shreenija Vadayar Whitney Valencia Mia M. Vallery Eleanor Vanetten John D. Vann Ilian Varela Alexandr Vassilyev Nicholas J. Vaver Anjali A. Velamala Evan Vendetti Nancy Ortiz Venegas Aditya V. Vepa Marcus T. Vess Jenna S. Veta Andrew Victory Jessica Vinson Connor Maklain Vogel Michaela Wagoner Steven P. Wallace Logan Wallace Caroline Waller Jiawei Wang Keenan Warble N. R. D. Ward-Chene James Adam Watson Robert J. Weber Aidan B. Wegner Anthony A Weigand Amanda M. Weiner Ayana West Ethan Benjamin Wexler Nicola H. Wheeler Jamison R. White Zachary White Oliver S. White Lloyd C. Whittall Isaac Wilcove Blake C. Wilkinson John S. Willard Abigail K. Williams Sajan Williams Orion K. Wilson Evan M. Wilson Timothy R. Wilson Connor B. Wilson Briahn Witkoff Aubrey M. Wolfe Jackson R. Wolle Travis M. Wood Aiden L. Woodard Katelynn Wootten Catherine Xiao Jianing Yang Zhanchao Yang Trenton J. Young Isabel Young Thomas Zenner Jiaqi Zhang Tianwei Zhao Tiannie Zhao Noah Y. Zhao Chongrui Zhou Josh J Ziebold Lucas J. Ziegler James C. Zygmunt Jinhua Zhang H. J. Lewandowski
Title: Coronal Heating as Determined by the Solar Flare Frequency Distribution Obtained by Aggregating Case Studies
Description:
Abstract Flare frequency distributions represent a key approach to addressing one of the largest problems in solar and stellar physics: determining the mechanism that counterintuitively heats coronae to temperatures that are orders of magnitude hotter than the corresponding photospheres.
It is widely accepted that the magnetic field is responsible for the heating, but there are two competing mechanisms that could explain it: nanoflares or Alfvén waves.
To date, neither can be directly observed.
Nanoflares are, by definition, extremely small, but their aggregate energy release could represent a substantial heating mechanism, presuming they are sufficiently abundant.
One way to test this presumption is via the flare frequency distribution, which describes how often flares of various energies occur.
If the slope of the power law fitting the flare frequency distribution is above a critical threshold, α = 2 as established in prior literature, then there should be a sufficient abundance of nanoflares to explain coronal heating.
We performed >600 case studies of solar flares, made possible by an unprecedented number of data analysts via three semesters of an undergraduate physics laboratory course.
This allowed us to include two crucial, but nontrivial, analysis methods: preflare baseline subtraction and computation of the flare energy, which requires determining flare start and stop times.
We aggregated the results of these analyses into a statistical study to determine that α = 1.
63 ± 0.
03.
This is below the critical threshold, suggesting that Alfvén waves are an important driver of coronal heating.

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