Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis

Food production systems can contribute to the degradation of the environment; thereby endangering the very resource, they depend on. However, while overall large, the environmental impacts of individual agricultural products are disparate. Therefore, in order to gain a better understanding of the im...

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Main Authors: Dario Pedolin, Johan Six, Thomas Nemecek
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/11/9/1862
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spelling doaj-f17895b0ecea4df3a45635fb873b54d12021-09-25T23:34:52ZengMDPI AGAgronomy2073-43952021-09-01111862186210.3390/agronomy11091862Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment AnalysisDario Pedolin0Johan Six1Thomas Nemecek2Life Cycle Assessment Research Group, Agroscope, CH-8046 Zurich, SwitzerlandSustainable Agroecosystems Group, Institute of Agricultural Sciences, Department of Environmental Systems Science, Swiss Federal Institute of Technology ETH Zurich, Universitätstrasse 2, CH-8092 Zurich, SwitzerlandLife Cycle Assessment Research Group, Agroscope, CH-8046 Zurich, SwitzerlandFood production systems can contribute to the degradation of the environment; thereby endangering the very resource, they depend on. However, while overall large, the environmental impacts of individual agricultural products are disparate. Therefore, in order to gain a better understanding of the impact different food production systems have on the environment, we should start at the produce level. In this study, we combine life cycle assessment (LCA) methodology and data envelopment analysis to calculate environmental efficiency scores (i.e., agricultural output divided by environmental impacts) for eight product groups (Milk, Cattle, Pig fattening, Cereals, Beets, Potatoes, Vegetables, Fruits) in Switzerland. First, LCA is used to calculate “cradle to farm-gate” environmental impacts. These impacts are then used as inputs in a data envelopment analysis, with the amount of produced agricultural products as outputs. The resulting environmental efficiency scores reflect the relative efficiency (i.e., related to the best-observed performance) of the observed product groups. We find large differences in environmental impacts and environmental efficiency score distribution between the product groups. While we find some variability of environmental efficiency between farming systems (Organic and Proof of Ecological Performance) within a product group (difference in coefficient of variation between farming systems: Fruits = 48%, Vegetables = 13%, Cereals, Potatoes = 8%), we did not find any significant differences in environmental efficiency between organic and integrated farming systems for any of the considered product groups. Furthermore, we did not find a negative effect of multifunctionality of Swiss farms (i.e., multiple simultaneously produced product groups), but found a small positive effect for Milk in the presence of other product groups. However, the high within product group variance of environmental efficiency suggests the potential for improvements (notably >40% for Fruits and >30% for Cattle and Potatoes).https://www.mdpi.com/2073-4395/11/9/1862life cycle assessmentenvironmental efficiencydata envelopment analysisagricultureproduct groups
collection DOAJ
language English
format Article
sources DOAJ
author Dario Pedolin
Johan Six
Thomas Nemecek
spellingShingle Dario Pedolin
Johan Six
Thomas Nemecek
Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis
Agronomy
life cycle assessment
environmental efficiency
data envelopment analysis
agriculture
product groups
author_facet Dario Pedolin
Johan Six
Thomas Nemecek
author_sort Dario Pedolin
title Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis
title_short Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis
title_full Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis
title_fullStr Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis
title_full_unstemmed Assessing between and within Product Group Variance of Environmental Efficiency of Swiss Agriculture Using Life Cycle Assessment and Data Envelopment Analysis
title_sort assessing between and within product group variance of environmental efficiency of swiss agriculture using life cycle assessment and data envelopment analysis
publisher MDPI AG
series Agronomy
issn 2073-4395
publishDate 2021-09-01
description Food production systems can contribute to the degradation of the environment; thereby endangering the very resource, they depend on. However, while overall large, the environmental impacts of individual agricultural products are disparate. Therefore, in order to gain a better understanding of the impact different food production systems have on the environment, we should start at the produce level. In this study, we combine life cycle assessment (LCA) methodology and data envelopment analysis to calculate environmental efficiency scores (i.e., agricultural output divided by environmental impacts) for eight product groups (Milk, Cattle, Pig fattening, Cereals, Beets, Potatoes, Vegetables, Fruits) in Switzerland. First, LCA is used to calculate “cradle to farm-gate” environmental impacts. These impacts are then used as inputs in a data envelopment analysis, with the amount of produced agricultural products as outputs. The resulting environmental efficiency scores reflect the relative efficiency (i.e., related to the best-observed performance) of the observed product groups. We find large differences in environmental impacts and environmental efficiency score distribution between the product groups. While we find some variability of environmental efficiency between farming systems (Organic and Proof of Ecological Performance) within a product group (difference in coefficient of variation between farming systems: Fruits = 48%, Vegetables = 13%, Cereals, Potatoes = 8%), we did not find any significant differences in environmental efficiency between organic and integrated farming systems for any of the considered product groups. Furthermore, we did not find a negative effect of multifunctionality of Swiss farms (i.e., multiple simultaneously produced product groups), but found a small positive effect for Milk in the presence of other product groups. However, the high within product group variance of environmental efficiency suggests the potential for improvements (notably >40% for Fruits and >30% for Cattle and Potatoes).
topic life cycle assessment
environmental efficiency
data envelopment analysis
agriculture
product groups
url https://www.mdpi.com/2073-4395/11/9/1862
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