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	<title>annual energy production &#8211; BIOENGINEER.ORG</title>
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		<title>Hidden Winds Aloft: Higher ERA5 Levels Unlock Mountain Wind Power Secrets</title>
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		<pubDate>Fri, 09 Oct 2026 06:58:03 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[Andes]]></category>
		<category><![CDATA[annual energy production]]></category>
		<category><![CDATA[complex terrain]]></category>
		<category><![CDATA[Ecuador]]></category>
		<category><![CDATA[ERA5]]></category>
		<category><![CDATA[hub-height wind speed]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[measure-correlate-predict]]></category>
		<category><![CDATA[Random Forest]]></category>
		<category><![CDATA[reanalysis data]]></category>
		<category><![CDATA[Renewable Energy]]></category>
		<category><![CDATA[wind resource assessment]]></category>
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					<description><![CDATA[Researchers in Ecuador found that using wind speeds from upper atmospheric levels of the ERA5 reanalysis, rather than conventional near-ground data, dramatically improves wind resource assessments in mountainous terrain and cuts annual energy production errors to below 7 percent.]]></description>
		
		
		
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