An Accurate and Automated Convective Vortex Detection Method for Long-Duration Infrasound Microbarometer Data Article Swipe
Elizabeth Berg
,
Louis Urtecho
,
Siddharth Krishnamoorthy
,
Elizabeth A. Silber
,
Andrew Sparks
,
Daniel Bowman
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1175/jtech-d-23-0037.1
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1175/jtech-d-23-0037.1
Heating of the surficial layer of the atmosphere often generates convective vortices, known as “dust devils” when they entrain visible debris. Convective vortices are common on both Earth and Mars, where they affect the climate via dust loading, contribute to wind erosion, impact the efficiency of photovoltaic systems, and potentially result in injury and property damage. However, long-duration terrestrial convective vortex activity records are rare. We have developed a high-precision and high-recall method to extract convective vortex signatures from infrasound microbarometer data streams. The techniques utilizes a wavelet-based detector to capture potential events and then a template matching system to extract the duration of the vortex. Since permanent and temporary infrasound sensors networks are present throughout the globe (many with open data), our method unlocks a vast new convective vortex dataset without requiring the deployment of specialized instrumentation. Significance Statement Convective vortices, or “dust devils,” contribute to regional dust loading in Earth’s atmosphere. However, long-duration convective vortex activity records are rare. We came up with a way to autonomously detect the pressure signatures left by convective vortices striking low-frequency sound, or “infrasound,” sensors. Since permanent infrasound stations have been active for decades, our method has the potential to add orders-of-magnitude more events than previously catalogued.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1175/jtech-d-23-0037.1
- https://journals.ametsoc.org/downloadpdf/view/journals/atot/41/3/JTECH-D-23-0037.1.pdf
- OA Status
- bronze
- References
- 36
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4393188933
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4393188933Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1175/jtech-d-23-0037.1Digital Object Identifier
- Title
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An Accurate and Automated Convective Vortex Detection Method for Long-Duration Infrasound Microbarometer DataWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-03-01Full publication date if available
- Authors
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Elizabeth Berg, Louis Urtecho, Siddharth Krishnamoorthy, Elizabeth A. Silber, Andrew Sparks, Daniel BowmanList of authors in order
- Landing page
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https://doi.org/10.1175/jtech-d-23-0037.1Publisher landing page
- PDF URL
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https://journals.ametsoc.org/downloadpdf/view/journals/atot/41/3/JTECH-D-23-0037.1.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
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bronzeOpen access status per OpenAlex
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https://journals.ametsoc.org/downloadpdf/view/journals/atot/41/3/JTECH-D-23-0037.1.pdfDirect OA link when available
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Vortex, Convection, Geology, Convective storm detection, Environmental science, Meteorology, Geophysics, PhysicsTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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36Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| primary_location.landing_page_url | https://doi.org/10.1175/jtech-d-23-0037.1 |
| publication_date | 2024-03-01 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W2046097672, https://openalex.org/W2163593591, https://openalex.org/W2112393517, https://openalex.org/W3137006104, https://openalex.org/W1969424583, https://openalex.org/W3154478846, https://openalex.org/W4309792807, https://openalex.org/W2011036059, https://openalex.org/W2102919512, https://openalex.org/W3099878876, https://openalex.org/W2096911238, https://openalex.org/W2740469661, https://openalex.org/W3185075637, https://openalex.org/W1979442372, https://openalex.org/W2461499533, https://openalex.org/W1514030205, https://openalex.org/W2885216724, https://openalex.org/W4300181080, https://openalex.org/W2026409192, https://openalex.org/W1956447569, https://openalex.org/W1997404589, https://openalex.org/W1991431072, https://openalex.org/W2512347190, https://openalex.org/W2093638222, https://openalex.org/W2338061525, https://openalex.org/W4224237164, https://openalex.org/W4249423308, https://openalex.org/W2261201420, https://openalex.org/W2987047226, https://openalex.org/W2039795519, https://openalex.org/W1982703856, https://openalex.org/W2474544513, https://openalex.org/W3204543401, https://openalex.org/W2794699250, https://openalex.org/W6659033667, https://openalex.org/W3103145119 |
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