An Evaluation of Kolmogorov's −5/3 Power Law Observed Within the Turbulent Airflow Above the Ocean
In 1941, Kolmogorov postulated that the energy distribution of turbulence, across a particular range of eddy sizes cascading to dissipation, could be uniquely described as a universal −5/3 power law. This theory was readily accepted as the basis for conceptualizing the phenomenological characteristi...
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description | In 1941, Kolmogorov postulated that the energy distribution of turbulence, across a particular range of eddy sizes cascading to dissipation, could be uniquely described as a universal −5/3 power law. This theory was readily accepted as the basis for conceptualizing the phenomenological characteristics of turbulence and remains central to continued experimental and theoretical developments in turbulence study. However, the theory's own validity lacks final certainty. Here we present the first observation‐based evaluation of Kolmogorov's power law within the atmospheric flow above the ocean. Using a unique platform and a novel analytical approach, we found that the expected power law varies systematically with height above the surface and the local environmental state. Our findings suggest that Kolmogorov's idealized value (−5/3) is approximately valid but, under certain conditions, may depend strongly on the unique processes and dynamics near the ocean surface. This discovery should motivate a reevaluation of how Kolmogorov's framework is applied to geophysical turbulence in the vicinity of the air‐sea interface.
Plain Language Summary
In 1941, a Russian scientist (A. N. Kolmogorov) put forth a relatively straight‐forward solution to the question that had puzzled fluid scientists and keen observers for a long time: how the large scale fluid motions, which have kinetic energy (E), engender the fine‐scale whorls and eddies endemic in almost any sufficiently vigorous fluid? In a nutshell, Kolmogorov's hypotheses to explain this stated that the distribution of E within the fluid follows a fairly simple formula with the universal power −5/3. Since it was proposed, this theory has formed the basis by which we conceptualize and study fluid turbulence. In the atmosphere, this −5/3 power law is used to study the fundamental physics underlying some of our most pressing problems: forecasting storm intensity, climate‐regulating atmosphere‐ocean exchange, and ocean wave growth. Using a unique ocean observing platform and a novel analytical method, we have conducted the first evaluation of Kolmogorov's −5/3 power law within the marine atmosphere. We demonstrate that this classical theory breaks down near the ocean surface, suggesting that ocean waves play a critical role in the atmospheric motion and energy balance. These findings provide tangible evidence that Kolmogorov's theory needs to be re‐evaluated in the context of flow near ocean waves. While our work represents |
doi_str_mv | 10.1029/2019GL085083 |
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Plain Language Summary
In 1941, a Russian scientist (A. N. Kolmogorov) put forth a relatively straight‐forward solution to the question that had puzzled fluid scientists and keen observers for a long time: how the large scale fluid motions, which have kinetic energy (E), engender the fine‐scale whorls and eddies endemic in almost any sufficiently vigorous fluid? In a nutshell, Kolmogorov's hypotheses to explain this stated that the distribution of E within the fluid follows a fairly simple formula with the universal power −5/3. Since it was proposed, this theory has formed the basis by which we conceptualize and study fluid turbulence. In the atmosphere, this −5/3 power law is used to study the fundamental physics underlying some of our most pressing problems: forecasting storm intensity, climate‐regulating atmosphere‐ocean exchange, and ocean wave growth. Using a unique ocean observing platform and a novel analytical method, we have conducted the first evaluation of Kolmogorov's −5/3 power law within the marine atmosphere. We demonstrate that this classical theory breaks down near the ocean surface, suggesting that ocean waves play a critical role in the atmospheric motion and energy balance. These findings provide tangible evidence that Kolmogorov's theory needs to be re‐evaluated in the context of flow near ocean waves. While our work represents a unique and meaningful step to enhance our knowledge of turbulence theories, additional work is needed to fully understand the underlying physics.
Key Points
A new empirical method is used to conduct the first observational investigation of Kolmogorov's −5/3 law in the airflow above the ocean
While −5/3 was generally valid, deviations were strongly linked to surface layer dynamics and air‐sea interaction
The observed inertial subrange power varied with altitude, wind speed, wave age, and atmospheric stability</description><identifier>ISSN: 0094-8276</identifier><identifier>EISSN: 1944-8007</identifier><identifier>DOI: 10.1029/2019GL085083</identifier><language>eng</language><publisher>Washington: John Wiley & Sons, Inc</publisher><subject>Aerodynamics ; Air flow ; Air-sea interaction ; Atmosphere ; Atmospheric motion ; Atmospheric turbulence ; Cascading ; Computational fluid dynamics ; Distribution ; Eddies ; Energy balance ; Energy distribution ; Evaluation ; field studies ; Fluid flow ; Geophysics ; Kinetic energy ; Kolmogorov theory ; Kolmogorov's inertial subrange ; marine atmospheric surface layer ; Ocean surface ; Ocean waves ; Oceans ; Physics ; Power law ; Scientists ; Storm forecasting ; Storms ; Surface water waves ; Theories ; Theory ; theory validation ; Turbulence</subject><ispartof>Geophysical research letters, 2019-12, Vol.46 (24), p.14901-14911</ispartof><rights>2019. The Authors.</rights><rights>2019. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3441-9ab979b9a7e5f97cef9a7acfd17173a3b6e7c637cc749b5565d92ba740aa83db3</citedby><cites>FETCH-LOGICAL-c3441-9ab979b9a7e5f97cef9a7acfd17173a3b6e7c637cc749b5565d92ba740aa83db3</cites><orcidid>0000-0001-8441-1912 ; 0000-0002-7424-1603</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1029%2F2019GL085083$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2019GL085083$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,1411,1427,11493,27901,27902,45550,45551,46384,46443,46808,46867</link.rule.ids></links><search><creatorcontrib>Ortiz‐Suslow, David G.</creatorcontrib><creatorcontrib>Wang, Qing</creatorcontrib><title>An Evaluation of Kolmogorov's −5/3 Power Law Observed Within the Turbulent Airflow Above the Ocean</title><title>Geophysical research letters</title><description>In 1941, Kolmogorov postulated that the energy distribution of turbulence, across a particular range of eddy sizes cascading to dissipation, could be uniquely described as a universal −5/3 power law. This theory was readily accepted as the basis for conceptualizing the phenomenological characteristics of turbulence and remains central to continued experimental and theoretical developments in turbulence study. However, the theory's own validity lacks final certainty. Here we present the first observation‐based evaluation of Kolmogorov's power law within the atmospheric flow above the ocean. Using a unique platform and a novel analytical approach, we found that the expected power law varies systematically with height above the surface and the local environmental state. Our findings suggest that Kolmogorov's idealized value (−5/3) is approximately valid but, under certain conditions, may depend strongly on the unique processes and dynamics near the ocean surface. This discovery should motivate a reevaluation of how Kolmogorov's framework is applied to geophysical turbulence in the vicinity of the air‐sea interface.
Plain Language Summary
In 1941, a Russian scientist (A. N. Kolmogorov) put forth a relatively straight‐forward solution to the question that had puzzled fluid scientists and keen observers for a long time: how the large scale fluid motions, which have kinetic energy (E), engender the fine‐scale whorls and eddies endemic in almost any sufficiently vigorous fluid? In a nutshell, Kolmogorov's hypotheses to explain this stated that the distribution of E within the fluid follows a fairly simple formula with the universal power −5/3. Since it was proposed, this theory has formed the basis by which we conceptualize and study fluid turbulence. In the atmosphere, this −5/3 power law is used to study the fundamental physics underlying some of our most pressing problems: forecasting storm intensity, climate‐regulating atmosphere‐ocean exchange, and ocean wave growth. Using a unique ocean observing platform and a novel analytical method, we have conducted the first evaluation of Kolmogorov's −5/3 power law within the marine atmosphere. We demonstrate that this classical theory breaks down near the ocean surface, suggesting that ocean waves play a critical role in the atmospheric motion and energy balance. These findings provide tangible evidence that Kolmogorov's theory needs to be re‐evaluated in the context of flow near ocean waves. While our work represents a unique and meaningful step to enhance our knowledge of turbulence theories, additional work is needed to fully understand the underlying physics.
Key Points
A new empirical method is used to conduct the first observational investigation of Kolmogorov's −5/3 law in the airflow above the ocean
While −5/3 was generally valid, deviations were strongly linked to surface layer dynamics and air‐sea interaction
The observed inertial subrange power varied with altitude, wind speed, wave age, and atmospheric stability</description><subject>Aerodynamics</subject><subject>Air flow</subject><subject>Air-sea interaction</subject><subject>Atmosphere</subject><subject>Atmospheric motion</subject><subject>Atmospheric turbulence</subject><subject>Cascading</subject><subject>Computational fluid dynamics</subject><subject>Distribution</subject><subject>Eddies</subject><subject>Energy balance</subject><subject>Energy distribution</subject><subject>Evaluation</subject><subject>field studies</subject><subject>Fluid flow</subject><subject>Geophysics</subject><subject>Kinetic energy</subject><subject>Kolmogorov theory</subject><subject>Kolmogorov's inertial subrange</subject><subject>marine atmospheric surface layer</subject><subject>Ocean surface</subject><subject>Ocean waves</subject><subject>Oceans</subject><subject>Physics</subject><subject>Power law</subject><subject>Scientists</subject><subject>Storm forecasting</subject><subject>Storms</subject><subject>Surface water waves</subject><subject>Theories</subject><subject>Theory</subject><subject>theory validation</subject><subject>Turbulence</subject><issn>0094-8276</issn><issn>1944-8007</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp9kE1OwzAUhC0EEqWw4wCWWLAh9DlO4ngZVW1BRCpCRSwj23FoqjQudn7UG7DmiJyEQFmwYvVGet_MSIPQJYFbAj6f-ED4IoU4hJgeoRHhQeDFAOwYjQD4oH0WnaIz5zYAQIGSEcqTGs86UbWiKU2NTYEfTLU1r8aa7trhz_ePcELxo-m1xano8VI6bTud45eyWZc1btYar1or20rXDU5KW1Smx4k0nf75LZUW9Tk6KUTl9MXvHaPn-Ww1vfPS5eJ-mqSeokFAPC4kZ1xywXRYcKZ0MUihipwwwqigMtJMRZQpxQIuwzAKc-5LwQIQIqa5pGN0dcjdWfPWatdkG9PaeqjMfBoMBuIzNlA3B0pZ45zVRbaz5VbYfUYg-94x-7vjgPsHvC8rvf-XzRZPacg5J_QLEUt0CQ</recordid><startdate>20191228</startdate><enddate>20191228</enddate><creator>Ortiz‐Suslow, David G.</creator><creator>Wang, Qing</creator><general>John Wiley & Sons, Inc</general><scope>24P</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7TN</scope><scope>8FD</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-8441-1912</orcidid><orcidid>https://orcid.org/0000-0002-7424-1603</orcidid></search><sort><creationdate>20191228</creationdate><title>An Evaluation of Kolmogorov's −5/3 Power Law Observed Within the Turbulent Airflow Above the Ocean</title><author>Ortiz‐Suslow, David G. ; Wang, Qing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3441-9ab979b9a7e5f97cef9a7acfd17173a3b6e7c637cc749b5565d92ba740aa83db3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Aerodynamics</topic><topic>Air flow</topic><topic>Air-sea interaction</topic><topic>Atmosphere</topic><topic>Atmospheric motion</topic><topic>Atmospheric turbulence</topic><topic>Cascading</topic><topic>Computational fluid dynamics</topic><topic>Distribution</topic><topic>Eddies</topic><topic>Energy balance</topic><topic>Energy distribution</topic><topic>Evaluation</topic><topic>field studies</topic><topic>Fluid flow</topic><topic>Geophysics</topic><topic>Kinetic energy</topic><topic>Kolmogorov theory</topic><topic>Kolmogorov's inertial subrange</topic><topic>marine atmospheric surface layer</topic><topic>Ocean surface</topic><topic>Ocean waves</topic><topic>Oceans</topic><topic>Physics</topic><topic>Power law</topic><topic>Scientists</topic><topic>Storm forecasting</topic><topic>Storms</topic><topic>Surface water waves</topic><topic>Theories</topic><topic>Theory</topic><topic>theory validation</topic><topic>Turbulence</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ortiz‐Suslow, David G.</creatorcontrib><creatorcontrib>Wang, Qing</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Technology Research Database</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Geophysical research letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ortiz‐Suslow, David G.</au><au>Wang, Qing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An Evaluation of Kolmogorov's −5/3 Power Law Observed Within the Turbulent Airflow Above the Ocean</atitle><jtitle>Geophysical research letters</jtitle><date>2019-12-28</date><risdate>2019</risdate><volume>46</volume><issue>24</issue><spage>14901</spage><epage>14911</epage><pages>14901-14911</pages><issn>0094-8276</issn><eissn>1944-8007</eissn><abstract>In 1941, Kolmogorov postulated that the energy distribution of turbulence, across a particular range of eddy sizes cascading to dissipation, could be uniquely described as a universal −5/3 power law. This theory was readily accepted as the basis for conceptualizing the phenomenological characteristics of turbulence and remains central to continued experimental and theoretical developments in turbulence study. However, the theory's own validity lacks final certainty. Here we present the first observation‐based evaluation of Kolmogorov's power law within the atmospheric flow above the ocean. Using a unique platform and a novel analytical approach, we found that the expected power law varies systematically with height above the surface and the local environmental state. Our findings suggest that Kolmogorov's idealized value (−5/3) is approximately valid but, under certain conditions, may depend strongly on the unique processes and dynamics near the ocean surface. This discovery should motivate a reevaluation of how Kolmogorov's framework is applied to geophysical turbulence in the vicinity of the air‐sea interface.
Plain Language Summary
In 1941, a Russian scientist (A. N. Kolmogorov) put forth a relatively straight‐forward solution to the question that had puzzled fluid scientists and keen observers for a long time: how the large scale fluid motions, which have kinetic energy (E), engender the fine‐scale whorls and eddies endemic in almost any sufficiently vigorous fluid? In a nutshell, Kolmogorov's hypotheses to explain this stated that the distribution of E within the fluid follows a fairly simple formula with the universal power −5/3. Since it was proposed, this theory has formed the basis by which we conceptualize and study fluid turbulence. In the atmosphere, this −5/3 power law is used to study the fundamental physics underlying some of our most pressing problems: forecasting storm intensity, climate‐regulating atmosphere‐ocean exchange, and ocean wave growth. Using a unique ocean observing platform and a novel analytical method, we have conducted the first evaluation of Kolmogorov's −5/3 power law within the marine atmosphere. We demonstrate that this classical theory breaks down near the ocean surface, suggesting that ocean waves play a critical role in the atmospheric motion and energy balance. These findings provide tangible evidence that Kolmogorov's theory needs to be re‐evaluated in the context of flow near ocean waves. While our work represents a unique and meaningful step to enhance our knowledge of turbulence theories, additional work is needed to fully understand the underlying physics.
Key Points
A new empirical method is used to conduct the first observational investigation of Kolmogorov's −5/3 law in the airflow above the ocean
While −5/3 was generally valid, deviations were strongly linked to surface layer dynamics and air‐sea interaction
The observed inertial subrange power varied with altitude, wind speed, wave age, and atmospheric stability</abstract><cop>Washington</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1029/2019GL085083</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-8441-1912</orcidid><orcidid>https://orcid.org/0000-0002-7424-1603</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aerodynamics Air flow Air-sea interaction Atmosphere Atmospheric motion Atmospheric turbulence Cascading Computational fluid dynamics Distribution Eddies Energy balance Energy distribution Evaluation field studies Fluid flow Geophysics Kinetic energy Kolmogorov theory Kolmogorov's inertial subrange marine atmospheric surface layer Ocean surface Ocean waves Oceans Physics Power law Scientists Storm forecasting Storms Surface water waves Theories Theory theory validation Turbulence |
title | An Evaluation of Kolmogorov's −5/3 Power Law Observed Within the Turbulent Airflow Above the Ocean |
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