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            <keyword>SF2Bench</keyword>
            <keyword>gate operations</keyword>
            <keyword>monitoring stations</keyword>
            <keyword>South Florida</keyword>
            <keyword>compound flooding</keyword>
            <keyword>EnviStor</keyword>
            <keyword>Pelican</keyword>
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        <idPurp>Gate control stations (429) from SF2Bench compound flooding dataset</idPurp>
        <idAbs>&lt;p&gt;&lt;strong&gt;Gate monitoring stations (429 stations)&lt;/strong&gt; from the SF2Bench dataset.&lt;/p&gt;

&lt;h3&gt;About SF2Bench&lt;/h3&gt;
&lt;p&gt;SF2Bench is a benchmark dataset for evaluating data-driven models for compound flood forecasting in South Florida.&lt;/p&gt;

&lt;h3&gt;Data Specifications&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Data Type:&lt;/strong&gt; Gate Operations&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Station Count:&lt;/strong&gt; 429 stations&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Temporal Coverage:&lt;/strong&gt; 2017-2024&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Update Frequency:&lt;/strong&gt; Hourly&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Measurement Unit:&lt;/strong&gt; Gate position/status&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;Data Access&lt;/h3&gt;
&lt;p&gt;Each station feature includes:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Pelican OSDF URLs&lt;/strong&gt; for accessing the full time series data&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Temporal metadata&lt;/strong&gt; (coverage dates, record counts, data quality)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Station information&lt;/strong&gt; (ID, name, location)&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;Citation and Downloads&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Paper:&lt;/strong&gt; Zheng et al. (2025). SF2Bench. &lt;a href='https://arxiv.org/abs/2506.04281' target='_blank' rel='nofollow ugc noopener noreferrer'&gt;arXiv:2506.04281&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Dataverse DOI:&lt;/strong&gt; &lt;a href='https://dataversedev.fiu.edu/dataset.xhtml?persistentId=doi:10.34703/gzx1-9v95/PJ77OP' target='_blank' rel='nofollow ugc noopener noreferrer'&gt;doi:10.34703/gzx1-9v95/PJ77OP&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Source Code:&lt;/strong&gt; &lt;a href='https://github.com/AslanDing/SFBench' target='_blank' rel='nofollow ugc noopener noreferrer'&gt;github.com/AslanDing/SFBench&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;Data Source&lt;/h3&gt;
&lt;p&gt;&lt;strong&gt;SFWMD DBHYDRO&lt;/strong&gt; - South Florida Water Management District Database&lt;/p&gt;

&lt;h3&gt;Contact&lt;/h3&gt;
&lt;p&gt;For questions or feedback, contact: &lt;a href='mailto:bguan@fiu.edu' rel='nofollow ugc'&gt;bguan@fiu.edu&lt;/a&gt;&lt;/p&gt;
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