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	<title>k-nearest neighbours &#8211; BIOENGINEER.ORG</title>
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		<title>Choosing the Right Pre-Fire Image Date Changes Wildfire Severity Maps Made from 3 m Satellite Data</title>
		<link>https://bioengineer.org/choosing-the-right-pre-fire-image-date-changes-wildfire-severity-maps-made-from-3-m-satellite-data/</link>
		
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		<pubDate>Tue, 27 Oct 2026 14:36:44 +0000</pubDate>
				<category><![CDATA[Biology]]></category>
		<category><![CDATA[Burn Area Index]]></category>
		<category><![CDATA[burn severity mapping]]></category>
		<category><![CDATA[k-nearest neighbours]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[PlanetScope]]></category>
		<category><![CDATA[Random Forest]]></category>
		<category><![CDATA[remote sensing]]></category>
		<category><![CDATA[SHAP]]></category>
		<category><![CDATA[South Korea]]></category>
		<category><![CDATA[spectral indices]]></category>
		<category><![CDATA[temporal baseline]]></category>
		<category><![CDATA[wildfire severity]]></category>
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					<description><![CDATA[A study of two 2022 South Korean fires found that a previous-year spring baseline gave the most accurate PlanetScope wildfire severity maps, with the benefit concentrated in the k-nearest-neighbour classifier and the burned severity classes.]]></description>
		
		
		
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