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      "name": "CACTus LASCO level zero CME catalog",
        
      "dateModified": "2026-02-02",
      
    "identifier": "spase://NASA/Catalog/SOHO/LASCO/CACTus/CME_level_zero",
        
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    "description": "The catalog of autonomously detected CMEs in image sequences from LASCO (Large Angle Spectrometric Coronagraph). The crux of the software is the detection of CMEs as bright ridges in (time, height) maps using the Hough transform. The next step employs clustering and morphological closing operations to mark out different CMEs. The output is a list of events, similar to the classic catalogs, with starting time, principle angle, angular width and velocity estimation for each CME. In contrast to catalogs assembled by human operators, these CME detections can be done without any human interference on real-time data 24 h per day (see http://sidc.oma.be/cactus for the real-time output with data covering the last 4 days). Therefore the detection is not only more immediate, but, more importantly, also more objective. Experimental results on real-time data show that the developed technique can achieve excellent results in measuring starting time and principal angle and good results for the angular width and velocity measurement compared to the CMEs listed in the catalog. Its overall success rate is presently about 94%.",
    "abstract": "The catalog of autonomously detected CMEs in image sequences from LASCO (Large Angle Spectrometric Coronagraph). The crux of the software is the detection of CMEs as bright ridges in (time, height) maps using the Hough transform. The next step employs clustering and morphological closing operations to mark out different CMEs. The output is a list of events, similar to the classic catalogs, with starting time, principle angle, angular width and velocity estimation for each CME. In contrast to catalogs assembled by human operators, these CME detections can be done without any human interference on real-time data 24 h per day (see http://sidc.oma.be/cactus for the real-time output with data covering the last 4 days). Therefore the detection is not only more immediate, but, more importantly, also more objective. Experimental results on real-time data show that the developed technique can achieve excellent results in measuring starting time and principal angle and good results for the angular width and velocity measurement compared to the CMEs listed in the catalog. Its overall success rate is presently about 94%.",
    
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          "description": "lowest velocity detected within the CME"
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          "description": "highest velocity detected within the CME"
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          "@type": "PropertyValue",
          "name": "halo?",
          "description": "II if da&gt;90, III if da&gt;180, IV if da&gt;270, indicating potential halo/partial halo CME"
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                <xhtml:img class="usa-banner__header-flag" height="10px" width="20px" src="/logos/us_flag_small.png" alt="USA flag"/> An official website of the United States government
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        <xhtml:div class="header">
            <xhtml:div class="middle">HDPWS</xhtml:div>
        </xhtml:div>
        <xhtml:div class="page">
            <xhtml:div class="spase">
                <xhtml:div class="abstract">
                    <xhtml:div class="access">
                        <xhtml:p class="box-title">MetadataRightsList Access</xhtml:p>
                        <xhtml:ul class="list">
                            <xhtml:li class="list">
                                <xhtml:a target="_blank" href="https://www.sidc.be/cactus/catalog.php">HTML</xhtml:a>
                            </xhtml:li>
                        </xhtml:ul>
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                    <xhtml:div class="citation inset">
                        <xhtml:h1>
                            <xhtml:a name="spase://NASA/Catalog/SOHO/LASCO/CACTus/CME_level_zero">CACTus LASCO level zero CME catalog</xhtml:a>
                        </xhtml:h1>
                        <xhtml:p>
                            <xhtml:div class="term">ResourceID</xhtml:div>
                            <xhtml:div class="definition">spase://NASA/Catalog/SOHO/LASCO/CACTus/CME_level_zero</xhtml:div>
                        </xhtml:p>
                        <xhtml:p>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">The catalog of autonomously detected CMEs in image sequences from LASCO (Large Angle Spectrometric Coronagraph). The crux of the software is the detection of CMEs as bright ridges in (time, height) maps using the Hough transform. The next step employs clustering and morphological closing operations to mark out different CMEs. The output is a list of events, similar to the classic catalogs, with starting time, principle angle, angular width and velocity estimation for each CME. In contrast to catalogs assembled by human operators, these CME detections can be done without any human interference on real-time data 24 h per day (see http://sidc.oma.be/cactus for the real-time output with data covering the last 4 days). Therefore the detection is not only more immediate, but, more importantly, also more objective. Experimental results on real-time data show that the developed technique can achieve excellent results in measuring starting time and principal angle and good results for the angular width and velocity measurement compared to the CMEs listed in the catalog. Its overall success rate is presently about 94%.</xhtml:div>
                        </xhtml:p>
                        <xhtml:p>
                            <xhtml:div class="term">Metadata Rights</xhtml:div>
                            <xhtml:div class="definition">CC0-1.0: 
              <xhtml:a href="https://spdx.org/licenses/CC0-1.0.html" target="_blank">Creative Commons Zero v1.0 Universal</xhtml:a>
                                <xhtml:div class="term">Note</xhtml:div>
                                <xhtml:div class="definition">CC0 1.0 Universal is the Creative Commons license applicable to all publicly available SPASE metadata descriptions. The actual data/software may be subject to a different license.
              </xhtml:div>
                            </xhtml:div>
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                    <xhtml:p class="right">
                        <xhtml:a target="_blank" href="/WS/hdp/1/Spase?ResourceID=spase://NASA/Catalog/SOHO/LASCO/CACTus/CME_level_zero&amp;Format=spase_xml" download="CME_level_zero.xml">View XML</xhtml:a> |
              <xhtml:a target="_blank" href="https://spase-editor.heliocloud.org/?edit=https://heliophysicsdata.gsfc.nasa.gov/WS/hdp/1/Spase?ResourceID=spase://NASA/Catalog/SOHO/LASCO/CACTus/CME_level_zero&amp;Format=spase_xml">Edit</xhtml:a>
                    </xhtml:p>
                    <xhtml:h1 class="detail">Details</xhtml:h1>
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                <xhtml:div>
                    <xhtml:div class="product">
                        <xhtml:p class="version">Version:2.7.1</xhtml:p>
                        <xhtml:h1>Catalog</xhtml:h1>
                        <xhtml:div class="term">ResourceID</xhtml:div>
                        <xhtml:div class="definition">spase://NASA/Catalog/SOHO/LASCO/CACTus/CME_level_zero</xhtml:div>
                        <xhtml:div class="term">NamingAuthority</xhtml:div>
                        <xhtml:div class="definition">SMWG</xhtml:div>
                        <xhtml:div class="term">ResourceType</xhtml:div>
                        <xhtml:div class="definition">Catalog</xhtml:div>
                        <xhtml:div class="term">ResourceHeader</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">ResourceName</xhtml:div>
                            <xhtml:div class="definition">CACTus LASCO level zero CME catalog</xhtml:div>
                            <xhtml:div class="term">ReleaseDate</xhtml:div>
                            <xhtml:div class="definition">2026-02-02 13:10:24Z</xhtml:div>
                            <xhtml:div class="term">RevisionHistory</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">RevisionEvent</xhtml:div>
                                <xhtml:div class="definition">
                                    <xhtml:div class="term">ReleaseDate</xhtml:div>
                                    <xhtml:div class="definition">2025-01-01 12:00:00</xhtml:div>
                                    <xhtml:div class="term">Note</xhtml:div>
                                    <xhtml:div class="definition">Only known prior ReleaseDate of the metadata</xhtml:div>
                                </xhtml:div>
                                <xhtml:div class="term">RevisionEvent</xhtml:div>
                                <xhtml:div class="definition">
                                    <xhtml:div class="term">ReleaseDate</xhtml:div>
                                    <xhtml:div class="definition">2026-02-02 13:10:24Z</xhtml:div>
                                    <xhtml:div class="term">Note</xhtml:div>
                                    <xhtml:div class="definition">Added MetadataRightsList. Updated to 2.7.1. Changed http to https in top-level schemaLocation attribute. Fixed version number separator in top-level schemaLocation attribute. ZCB</xhtml:div>
                                </xhtml:div>
                            </xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">The catalog of autonomously detected CMEs in image sequences from LASCO (Large Angle Spectrometric Coronagraph). The crux of the software is the detection of CMEs as bright ridges in (time, height) maps using the Hough transform. The next step employs clustering and morphological closing operations to mark out different CMEs. The output is a list of events, similar to the classic catalogs, with starting time, principle angle, angular width and velocity estimation for each CME. In contrast to catalogs assembled by human operators, these CME detections can be done without any human interference on real-time data 24 h per day (see http://sidc.oma.be/cactus for the real-time output with data covering the last 4 days). Therefore the detection is not only more immediate, but, more importantly, also more objective. Experimental results on real-time data show that the developed technique can achieve excellent results in measuring starting time and principal angle and good results for the angular width and velocity measurement compared to the CMEs listed in the catalog. Its overall success rate is presently about 94%.</xhtml:div>
                            <xhtml:div class="term">Contacts</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:table class="nested" cellspacing="0">
                                    <xhtml:tr>
                                        <xhtml:th/>
                                        <xhtml:th class="center">Role</xhtml:th>
                                        <xhtml:th class="center">Person</xhtml:th>
                                        <xhtml:th class="center">StartDate</xhtml:th>
                                        <xhtml:th class="center">StopDate</xhtml:th>
                                        <xhtml:th class="center">Note</xhtml:th>
                                    </xhtml:tr>
                                    <xhtml:tbody>
                                        <xhtml:tr>
                                            <xhtml:td>1.</xhtml:td>
                                            <xhtml:td>Author</xhtml:td>
                                            <xhtml:td>
                                                <xhtml:a target="_blank" href="https://spase-metadata.org/SMWG/Person/David.Berghmans.html">spase://SMWG/Person/David.Berghmans</xhtml:a>
                                            </xhtml:td>
                                            <xhtml:td/>
                                            <xhtml:td/>
                                            <xhtml:td/>
                                        </xhtml:tr>
                                        <xhtml:tr>
                                            <xhtml:td>2.</xhtml:td>
                                            <xhtml:td>Author</xhtml:td>
                                            <xhtml:td>
                                                <xhtml:a target="_blank" href="https://spase-metadata.org/SMWG/Person/Eva.Robbrecht.html">spase://SMWG/Person/Eva.Robbrecht</xhtml:a>
                                            </xhtml:td>
                                            <xhtml:td/>
                                            <xhtml:td/>
                                            <xhtml:td/>
                                        </xhtml:tr>
                                        <xhtml:tr>
                                            <xhtml:td>3.</xhtml:td>
                                            <xhtml:td>MetadataContact</xhtml:td>
                                            <xhtml:td>
                                                <xhtml:a target="_blank" href="https://spase-metadata.org/SMWG/Person/Olga.Y.Uritskaya.html">spase://SMWG/Person/Olga.Y.Uritskaya</xhtml:a>
                                            </xhtml:td>
                                            <xhtml:td/>
                                            <xhtml:td/>
                                            <xhtml:td/>
                                        </xhtml:tr>
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                            <xhtml:div class="definition">
                                <xhtml:p/>
                                <xhtml:p/>
                            </xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:p/>
                                <xhtml:p/>
                            </xhtml:div>
                            <xhtml:div class="term">InformationURL</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">URL</xhtml:div>
                                <xhtml:div class="definition">
                                    <xhtml:a target="_blank" href="https://www.sidc.be/cactus/">https://www.sidc.be/cactus/</xhtml:a>
                                </xhtml:div>
                                <xhtml:div class="term">Description</xhtml:div>
                                <xhtml:div class="definition">CACTUS autonomously detects coronal mass ejections (CMEs) in image sequences from LASCO or SECCHI. The output of our software is a list of events, similar to the classic catalogs, with principle angle, angular width and velocity estimation for each CME. In contrast to catalogs assembled by human operators, these CME detections by software can be faster, which is especially important in the context of space weather, and possibly also more objective, as the detection criterion is written explicitly in a program.
The CME list is automatically generated by CACTus. There is no human intervention or supervision at this stage. Therefor we ask to use caution when using the data for statistical purposes.
When any of this data is used, please cite one of the following publications:
1. Robbrecht, E., and D. Berghmans. "Automated recognition of coronal mass ejections (CMEs) in near-real-time data." Astronomy &amp; Astrophysics 425.3 (2004): 1097-1106.
Astrophysical Journal 691 (2009)
2. Robbrecht, E., D. Berghmans, and R. A. M. Van der Linden. "Automated LASCO CME catalog for solar cycle 23: are CMEs scale invariant?." The Astrophysical Journal 691.2 (2009): 1222.</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="term">AccessInformation</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">RepositoryID</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:a href="https://spase-metadata.org/SMWG/Repository/SIDC.html">spase://SMWG/Repository/SIDC</xhtml:a>
                            </xhtml:div>
                            <xhtml:div class="term">AccessURL</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">URL</xhtml:div>
                                <xhtml:div class="definition">
                                    <xhtml:a target="_blank" href="https://www.sidc.be/cactus/catalog.php">https://www.sidc.be/cactus/catalog.php</xhtml:a>
                                </xhtml:div>
                            </xhtml:div>
                            <xhtml:div class="term">Format</xhtml:div>
                            <xhtml:div class="definition">HTML</xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="term">InstrumentIDs</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:a target="_blank" href="https://spase-metadata.org/SMWG/Instrument/SOHO/LASCO.html">spase://SMWG/Instrument/SOHO/LASCO</xhtml:a>
                        </xhtml:div>
                        <xhtml:div class="term">PhenomenonType</xhtml:div>
                        <xhtml:div class="definition">CoronalMassEjection</xhtml:div>
                        <xhtml:div class="term">TimeSpan</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">StartDate</xhtml:div>
                            <xhtml:div class="definition">1997-05-17 12:34:56</xhtml:div>
                            <xhtml:div class="term">StopDate</xhtml:div>
                            <xhtml:div class="definition">2015-10-31 12:34:56</xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #1</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">CME</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">CME number</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Other</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #2</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">t0</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">onset time, earliest indication of liftoff</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Temporal</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #3</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">dt0</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">duration of liftoff (hours)</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Temporal</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #4</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">pa</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">principal angle, counterclockwise from North (degrees)</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Positional</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #5</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">da</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">angular width (degrees)</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Positional</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #6</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">v</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">median velocity (km/s)</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Velocity</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #7</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">dv</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">variation (1 sigma) of velocity over the width of the CME</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Other</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #8</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">mindv</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">lowest velocity detected within the CME</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Velocity</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #9</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">maxdv</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">highest velocity detected within the CME</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Velocity</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                        <xhtml:div class="parameter">Parameter #10</xhtml:div>
                        <xhtml:div class="definition">
                            <xhtml:div class="term">Name</xhtml:div>
                            <xhtml:div class="definition">halo?</xhtml:div>
                            <xhtml:div class="term">Description</xhtml:div>
                            <xhtml:div class="definition">II if da&gt;90, III if da&gt;180, IV if da&gt;270, indicating potential halo/partial halo CME</xhtml:div>
                            <xhtml:div class="term">Support</xhtml:div>
                            <xhtml:div class="definition">
                                <xhtml:div class="term">SupportQuantity</xhtml:div>
                                <xhtml:div class="definition">Other</xhtml:div>
                            </xhtml:div>
                        </xhtml:div>
                    </xhtml:div>
                </xhtml:div>
            </xhtml:div>
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                <xhtml:div class="footer-item">Responsible NASA Official: <xhtml:a style="all: revert" href="mailto:Lan.Jian@nasa.gov">Lan Jian</xhtml:a>
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                    <xhtml:span>Last Updated: 2026-02-02</xhtml:span>
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