Enhancing the environmental sustainability of food systems requires an understanding of both production-and consumption-based impacts. As food supply chains become increasingly complex and connected, they also present a unique context in which to understand the environmental impacts of consumption. This is critical for understanding the disconnect between production-and consumption-based impacts of food systems and ultimately designing, evaluating, and implementing interventions for improving security, resilience, and sustainability of food systems. Using publicly available datasets and an optimization-based framework, we present a county-to-county level network model of beef supply chains in the United States. The model is used to connect and attribute the consumption-based impacts of beef consumption to production in distant locations, specifically focusing on water-based impacts. We specifically focus on the beef system because of its importance in the diet of U.S. consumers and in environmental sustainability discourse. The findings from this work show the spatial disconnect between the consumption and production counties with approximately 22 billion m3 of blue virtual water being transferred for the year 2017, mainly from the northern and southern plains toward the coasts. These results highlight the importance of understanding environmental impacts from both production and consumption perspectives.
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Univ Pittsburgh, Dept Civil & Environm Engn, Pittsburgh, PA 15261 USAUniv Pittsburgh, Dept Civil & Environm Engn, Pittsburgh, PA 15261 USA
Ostroski, Anais
Prokopyev, Oleg A.
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Univ Pittsburgh, Dept Ind Engn, Pittsburgh, PA 15261 USA
Univ Zurich, Dept Business Adm, Plattenstr14, CH-8032 Zurich, SwitzerlandUniv Pittsburgh, Dept Civil & Environm Engn, Pittsburgh, PA 15261 USA
Prokopyev, Oleg A.
Khanna, Vikas
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Univ Pittsburgh, Dept Civil & Environm Engn, Pittsburgh, PA 15261 USA
Univ Pittsburgh, Dept Chem & Petr Engn, Pittsburgh, PA 15261 USAUniv Pittsburgh, Dept Civil & Environm Engn, Pittsburgh, PA 15261 USA
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Univ Minnesota, Dept Bioprod & Biosyst Engn, St Paul, MN 55108 USA
Univ Minnesota, Inst Environm, St Paul, MN 55108 USAUniv Minnesota, Dept Bioprod & Biosyst Engn, St Paul, MN 55108 USA
Smith, Timothy M.
Goodkind, Andrew L.
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Univ New Mexico, Dept Econ, Albuquerque, NM 87131 USAUniv Minnesota, Dept Bioprod & Biosyst Engn, St Paul, MN 55108 USA
Goodkind, Andrew L.
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Kim, Taegon
Pelton, Rylie E. O.
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Univ Minnesota, Inst Environm, St Paul, MN 55108 USAUniv Minnesota, Dept Bioprod & Biosyst Engn, St Paul, MN 55108 USA
Pelton, Rylie E. O.
Suh, Kyo
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Seoul Natl Univ, Grad Sch Int Agr Technol, Gangwon 25354, South Korea
Seoul Natl Univ, Inst Green Bio Sci Technol, Gangwon 25354, South KoreaUniv Minnesota, Dept Bioprod & Biosyst Engn, St Paul, MN 55108 USA
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South China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R China
Liu, Xia
Klemes, Jiri Jaromir
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Pazmany Peter Catholic Univ, Fac Informat Technol & Bion, Prater U 50-A, H-1083 Budapest, HungarySouth China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R China
Klemes, Jiri Jaromir
Varbanov, Petar Sabev
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Pazmany Peter Catholic Univ, Fac Informat Technol & Bion, Prater U 50-A, H-1083 Budapest, HungarySouth China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R China
Varbanov, Petar Sabev
Cucek, Lidija
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Univ Maribor, Fac Chem Engn, Smetanova Ulica 17, Maribor 2000, SloveniaSouth China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R China
Cucek, Lidija
Qian, Yu
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South China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Chem Engn, Guangzhou 510640, Guangdong, Peoples R China
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Graduate School of Engineering, Tohoku University, MiyagiGraduate School of Engineering, Tohoku University, Miyagi
Ohno H.
Matsubae K.
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Graduate School of Environmental Studies, Tohoku University, MiyagiGraduate School of Engineering, Tohoku University, Miyagi
Matsubae K.
Nakajima K.
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Center for Material Cycles and Waste Management, National Institute for Environmental Studies, IbarakiGraduate School of Engineering, Tohoku University, Miyagi
Nakajima K.
Nansai K.
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Center for Material Cycles and Waste Management, National Institute for Environmental Studies, IbarakiGraduate School of Engineering, Tohoku University, Miyagi
Nansai K.
Fukushima Y.
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Graduate School of Engineering, Tohoku University, MiyagiGraduate School of Engineering, Tohoku University, Miyagi
Fukushima Y.
Nagasaka T.
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Graduate School of Engineering, Tohoku University, MiyagiGraduate School of Engineering, Tohoku University, Miyagi