Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints
Hybrid Life Cycle Assessment (HLCA) methods attempt to address the limitations regarding process coverage and resolution of the more traditional Process- and Input-Output Life Cycle Assessments (PLCA, IOLCA). Due to the use of different units, HLCA methods rely on commodity price information to conv...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2021-05-01
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| Series: | Frontiers in Sustainability |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/frsus.2021.666209/full |
| _version_ | 1823941280510509056 |
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| author | Arthur Jakobs Simon Schulte Stefan Pauliuk |
| author_facet | Arthur Jakobs Simon Schulte Stefan Pauliuk |
| author_sort | Arthur Jakobs |
| collection | DOAJ |
| description | Hybrid Life Cycle Assessment (HLCA) methods attempt to address the limitations regarding process coverage and resolution of the more traditional Process- and Input-Output Life Cycle Assessments (PLCA, IOLCA). Due to the use of different units, HLCA methods rely on commodity price information to convert the physical units used in process inventories to the monetary units commonly used in Input-Output models. However, prices for the same commodity can vary significantly between different supply chains, or even between various levels in the same supply chain. The resulting commodity price variance in turn leads to added uncertainty in the hybrid environmental footprint. In this paper we take international trading statistics from BACI/UN-COMTRADE to estimate the variance of commodity prices, and use these in an integrated HLCA model of the process database ecoinvent with the EE-MRIO database EXIOBASE. We show that geographical aggregation of PLCA processes is a significant driver in the price variance of their reference products. We analyse the effect of price variance on process carbon footprint intensities (CFIs) and find that the CFIs of hybridised processes show a median increase of 6–17% due to hybridisation, for two different double counting scenarios, and a median uncertainty of −2 to +4% due to price variance. Furthermore, we illustrate the effect of price variance on the carbon footprint uncertainty in a HLCA study of Swiss household consumption. Although the relative footprint increase due to hybridisation is small to moderate with 8–14% for two different double counting correction strategies, the uncertainty due to price variability of this contribution to the footprint is very high, with 95% confidence intervals of (−28, +90%) and (−23, +68%) relative to the median. The magnitude and high positive skewness of the uncertainty highlights the importance of taking price variance into account when performing hybrid LCA. |
| first_indexed | 2024-12-17T04:25:08Z |
| format | Article |
| id | doaj.art-5903081f30ad4ab6abd2247815599106 |
| institution | Directory Open Access Journal |
| issn | 2673-4524 |
| language | English |
| last_indexed | 2024-12-17T04:25:08Z |
| publishDate | 2021-05-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Sustainability |
| spelling | doaj.art-5903081f30ad4ab6abd22478155991062022-12-21T22:03:42ZengFrontiers Media S.A.Frontiers in Sustainability2673-45242021-05-01210.3389/frsus.2021.666209666209Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon FootprintsArthur JakobsSimon SchulteStefan PauliukHybrid Life Cycle Assessment (HLCA) methods attempt to address the limitations regarding process coverage and resolution of the more traditional Process- and Input-Output Life Cycle Assessments (PLCA, IOLCA). Due to the use of different units, HLCA methods rely on commodity price information to convert the physical units used in process inventories to the monetary units commonly used in Input-Output models. However, prices for the same commodity can vary significantly between different supply chains, or even between various levels in the same supply chain. The resulting commodity price variance in turn leads to added uncertainty in the hybrid environmental footprint. In this paper we take international trading statistics from BACI/UN-COMTRADE to estimate the variance of commodity prices, and use these in an integrated HLCA model of the process database ecoinvent with the EE-MRIO database EXIOBASE. We show that geographical aggregation of PLCA processes is a significant driver in the price variance of their reference products. We analyse the effect of price variance on process carbon footprint intensities (CFIs) and find that the CFIs of hybridised processes show a median increase of 6–17% due to hybridisation, for two different double counting scenarios, and a median uncertainty of −2 to +4% due to price variance. Furthermore, we illustrate the effect of price variance on the carbon footprint uncertainty in a HLCA study of Swiss household consumption. Although the relative footprint increase due to hybridisation is small to moderate with 8–14% for two different double counting correction strategies, the uncertainty due to price variability of this contribution to the footprint is very high, with 95% confidence intervals of (−28, +90%) and (−23, +68%) relative to the median. The magnitude and high positive skewness of the uncertainty highlights the importance of taking price variance into account when performing hybrid LCA.https://www.frontiersin.org/articles/10.3389/frsus.2021.666209/fullLCAenvironmentally extended input-output analysishybrid-LCAuncertaintystatisticsenvironmental footprint |
| spellingShingle | Arthur Jakobs Simon Schulte Stefan Pauliuk Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints Frontiers in Sustainability LCA environmentally extended input-output analysis hybrid-LCA uncertainty statistics environmental footprint |
| title | Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints |
| title_full | Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints |
| title_fullStr | Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints |
| title_full_unstemmed | Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints |
| title_short | Price Variance in Hybrid-LCA Leads to Significant Uncertainty in Carbon Footprints |
| title_sort | price variance in hybrid lca leads to significant uncertainty in carbon footprints |
| topic | LCA environmentally extended input-output analysis hybrid-LCA uncertainty statistics environmental footprint |
| url | https://www.frontiersin.org/articles/10.3389/frsus.2021.666209/full |
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