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	<title>wavelet-based time series analysis &#8211; Science</title>
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		<title>Oil Price Uncertainty Shows Persistent Links to Maritime Freight Rates</title>
		<link>https://scienmag.com/oil-price-uncertainty-shows-persistent-links-to-maritime-freight-rates/</link>
		
		<dc:creator><![CDATA[Violet Maxwell]]></dc:creator>
		<pubDate>Wed, 21 Oct 2026 05:46:55 +0000</pubDate>
				<category><![CDATA[Earth Science]]></category>
		<category><![CDATA[Baltic freight indices]]></category>
		<category><![CDATA[Baltic indices]]></category>
		<category><![CDATA[clean tankers]]></category>
		<category><![CDATA[cross-correlation of oil volatility and maritime indices]]></category>
		<category><![CDATA[crude oil market uncertainty]]></category>
		<category><![CDATA[crude oil volatility]]></category>
		<category><![CDATA[DCCA]]></category>
		<category><![CDATA[dirty tanker freight rates]]></category>
		<category><![CDATA[dirty tankers]]></category>
		<category><![CDATA[dry bulk shipping]]></category>
		<category><![CDATA[dry-bulk shipping analysis]]></category>
		<category><![CDATA[econometric analysis of freight markets]]></category>
		<category><![CDATA[Exposure]]></category>
		<category><![CDATA[impact of oil-price fluctuations on shipping costs]]></category>
		<category><![CDATA[maritime freight rate dependence]]></category>
		<category><![CDATA[maritime freight rates]]></category>
		<category><![CDATA[maritime sustainability]]></category>
		<category><![CDATA[medium- and long-term freight rate trends]]></category>
		<category><![CDATA[Oil price volatility]]></category>
		<category><![CDATA[oil-market uncertainty]]></category>
		<category><![CDATA[Persistent]]></category>
		<category><![CDATA[persistent links between oil markets and shipping industry]]></category>
		<category><![CDATA[wavelet analysis]]></category>
		<category><![CDATA[wavelet-based time series analysis]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=327250</guid>

					<description><![CDATA[A monthly-data study found persistent links between crude oil price uncertainty and three Baltic maritime freight indices, with the strongest relationship in dirty tankers.]]></description>
										<content:encoded><![CDATA[<p>Crude oil price uncertainty was associated with persistent, scale-dependent movements in maritime freight rates between January 2015 and February 2025, according to an analysis of three Baltic freight indices. The strongest relationship appeared in the dirty-tanker market, while the dry-bulk index showed comparatively weaker dependence. The links were concentrated mainly at medium- and long-term time scales and became more pronounced during periods of heightened oil-market uncertainty.</p>
<p>The research, published in <em>Discover Sustainability</em> on 25 September 2026 as an open-access, peer-reviewed article, examined monthly data connecting the Crude Oil Volatility Index (OVX) with the Baltic Clean Tanker Index (BCTI), the Baltic Dirty Tanker Index (BDTI) and the Baltic Dry Index (BDI). By including indices for clean tankers, dirty tankers and dry-bulk shipping, the study compared how oil-price volatility related to freight-rate behavior in three representative segments of maritime transport.</p>
<p>The empirical framework combined econometric tests with Detrended Cross-Correlation Analysis, or DCCA, and wavelet-based analysis. Across the three freight markets, the results revealed heterogeneous but persistent relationships with the OVX. The BDTI had the strongest relationship, whereas the BDI showed comparatively weaker dependence. Wavelet analysis placed the observed dependence primarily at medium- and long-term scales. More pronounced co-movement also occurred when uncertainty in the oil market was heightened.</p>
<p>These results establish a statistical association, not proof that oil-price uncertainty directly causes freight rates to change. The study is limited to monthly observations from one decade and to three representative Baltic indices; it does not establish whether the same pattern holds for every route, commodity or shipping segment. Within that scope, the findings identify persistent exposure to crude oil price uncertainty as relevant to freight risk management, fuel-efficiency strategies, fleet investment and maritime financial planning. The authors also connect the results to broader implications for sustainable maritime transport and for Sustainable Development Goals 7 and 13.</p>
<p><strong>Subject of Research:</strong> Scale-dependent associations between crude oil price uncertainty and Baltic maritime freight rates</p>
<p><strong>Article Title:</strong> Persistent exposure to crude oil price uncertainty in maritime freight rates implications for sustainability and intergenerational justice</p>
<p><strong>Article References:</strong> Mim, T. A., &amp; Mamilla, R. (2026). Persistent exposure to crude oil price uncertainty in maritime freight rates implications for sustainability and intergenerational justice. <em>Discover Sustainability</em>. <a href="https://doi.org/10.1007/s43621-026-04757-7" rel="noopener noreferrer">https://doi.org/10.1007/s43621-026-04757-7</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s43621-026-04757-7" rel="noopener noreferrer">10.1007/s43621-026-04757-7</a></p>
<p><strong>Keywords:</strong> crude oil volatility, maritime freight rates, Baltic indices, dirty tankers, clean tankers, dry bulk shipping, DCCA, wavelet analysis, oil-market uncertainty, maritime sustainability, Persistent, exposure</p>
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