Advertisement
Review Article| Volume 51, ISSUE 3, P563-581, May 2021

Download started.

Ok

Sustainability and Pet Food

Is There a Role for Veterinarians?
  • Author Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Heather L. Acuff
    Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Affiliations
    Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66502, USA
    Search for articles by this author
  • Author Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Amanda N. Dainton
    Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Affiliations
    Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66502, USA
    Search for articles by this author
  • Author Footnotes
    2 Present address: Integrated Life Science Building, 1981 Kraft Drive, Blacksburg, VA 24060.
    Janak Dhakal
    Footnotes
    2 Present address: Integrated Life Science Building, 1981 Kraft Drive, Blacksburg, VA 24060.
    Affiliations
    Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66502, USA
    Search for articles by this author
  • Author Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Samuel Kiprotich
    Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Affiliations
    Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66502, USA
    Search for articles by this author
  • Greg Aldrich
    Correspondence
    Corresponding author. 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    Affiliations
    Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66502, USA
    Search for articles by this author
  • Author Footnotes
    1 Present address: 1301 Mid Campus Drive, 201 Shellenberger Hall, Manhattan, KS 66506.
    2 Present address: Integrated Life Science Building, 1981 Kraft Drive, Blacksburg, VA 24060.

      Keywords

      Key points

      • Sustainability is defined here as the conscientious management of resources and waste necessary to meet the physiologic requirements of companion animals without compromising the ability of future generations to meet their environmental, social, or economic needs.
      • Life-cycle analysis of pet foods has identified that the most significant impact category to the environment is climate change (quantified as kg co2 eq), with wet foods tending to have a greater impact than dry foods, and dogs having a greater impact than cats.
      • Opportunities for improvement in sustainability exist at all phases of the pet food life cycle, including formulation, ingredient selection, manufacturing processes, packaging materials, transportation methods, reduction of food and packaging wastes, and proper disposal of pet waste.
      • Veterinarians have a central role as a resource for clients on diet selection, feeding management, and proper pet waste disposal practices, as well as the sustainable farming of livestock animals.
      • The advancement of sustainable practices in companion animal care will require a collaborative effort between pet food industry stakeholders, veterinarians, and pet owners.

      Introduction

      The overuse of resources has become a concern as world populations increase. The environmental footprint of pet ownership and provision of necessary supplies and food for pets on the use of natural resources, emissions, and waste are also growing. The questions regarding the size of that impact and where opportunities for improvement exist begin with the pet owner and the general public's perception of the topic regarding sustainability and move upstream to the raw material suppliers, food manufacturing companies, packaging producers, and transportation sectors. Overcoming barriers to sustainability will require the implementation of successful intervention strategies, and the pet owner will need to assign value to this effort, as sustainable products are likely to cost more at retail. The following objectives are critical to the discussion of sustainability of pet food: (1) to define sustainability and its importance to veterinary practitioners; (2) to describe the life-cycle analysis (LCA) of the pet food industry and identify areas for improvement; (3) to determine how food process, product type, nutrient composition, and ingredient selection might influence the sustainability of pet foods; and (4) to provide veterinarians information about the pet food LCA in order to educate pet owners in areas where they can influence sustainability.

      Current knowledge

      Environmental Impact of Dog and Cat Ownership

      According to recent US pet ownership statistics, two-thirds of US households are estimated to own at least 1 pet across nearly 85 million homes.
      American Pet Products Association (APPA)
      Pet industry market size and ownership statistics.
      Companion animals enrich the lives of their owners in numerous ways, such as increasing physical activity, lowering blood pressure, and reducing risks of certain heart diseases.
      • Swanson K.S.
      • Carter R.A.
      • Yount T.P.
      • et al.
      Nutritional sustainability of pet foods.
      Pet ownership has also been associated with psychological benefits, including increased self-esteem in children, reduced risk of depression, and increased social engagement and cohesion.
      • Swanson K.S.
      • Carter R.A.
      • Yount T.P.
      • et al.
      Nutritional sustainability of pet foods.
      • Allen K.M.
      • Blascovich J.
      • Tomaka J.
      • et al.
      Presence of human friends and pet dogs as moderators of autonomic responses to stress in women.
      • Serpell J.
      Beneficial effects of pet ownership on some aspects of human health and behaviour.
      Despite the many rewards of pet ownership, our pet-centric way of life may take a toll on the environment. The growing populations of urbanized pets have been linked to loss of wildlife biodiversity because of predation and disturbance, as well as a greater consumption of goods and services.
      • Reed S.E.
      • Merenlender A.M.
      Efectos del manejo de perros domésticos y recreación sobre carnívoros en areas protegidas en el norte de California.
      ,
      • Kitts-Morgan S.E.
      Sustainable ecosystems: domestic cats and their effect on wildlife populations.
      Driven largely by humanization and concern for their pet’s well-being, owners serve generous portions of food and treats and supply products that support a comfortable and stimulating environment. Many pets receive regular veterinary care and participate in a variety of vocational and social activities. It is estimated that the cumulative US pet industry expenditures reached $95.7 billion in 2019, with pet food and treats making up the largest sales segment (38%), followed by veterinary care and product sales (31%), and then supplies and other services.
      American Pet Products Association (APPA)
      Pet industry market size and ownership statistics.
      All of these place a demand, either directly or indirectly, on the consumption of natural resources and energy and generation of waste into the environment.
      Pet excrement (urine and feces) is perhaps the most widely scrutinized contributor to impact the environment. Dog and cat feces present a public health risk because of the potential for pathogenic, parasitic, or antibiotic-resistant microorganism transmission through direct contact or contamination of municipal waterways, especially in urban areas where human and animal populations are dense.
      • Cinquepalmi V.
      • Monno R.
      • Fumarola L.
      • et al.
      Environmental contamination by dog’s faeces: a public health problem?.
      Abandoned pet waste carried into nearby streams or lakes by stormwater also contains nutrients that can encourage excessive algae growth and release ammonia, which can be toxic to fish and other aquatic wildlife.
      • Paillat J.M.
      • Robin P.
      • Hassouna M.
      • et al.
      Predicting ammonia and carbon dioxide emissions from carbon and nitrogen biodegradability during animal waste composting.
      Alternative methods of disposal of pet feces include passage through sanitary sewage lines (eg, flushing) or in municipal solid waste channels (eg, landfill). The latter is the preferred method recommended by the Environmental Protection Agency (EPA); however, decaying fecal material results in greenhouse gas (GHG) emissions in the form of co2, nh3, ch4, and n2o.
      • Paillat J.M.
      • Robin P.
      • Hassouna M.
      • et al.
      Predicting ammonia and carbon dioxide emissions from carbon and nitrogen biodegradability during animal waste composting.
      Researchers estimate 5.62 × 106 US tons of total (cat and dog) fecal matter are produced annually in the United States.
      • Okin G.S.
      Environmental impacts of food consumption by dogs and cats.
      This amount is comparable to the amount of landfill waste generated annually by the state of Indiana (population 6.73 million in 2019).
      • United States Census Bureau
      Annual estimates of the resident population for the United States, Regions, states, and Puerto Rico: April 1, 2010 to July 1, 2019.
      Several researchers have also evaluated the environmental impact of dogs and cats based on annual pet food consumption, with results ranging from 27 to 1444 kg co2 eq per year for dogs (Table 1), and 43 to 228 kg co2 eq per year for cats (Table 2). Because pet excrement is a direct product of food intake, it could be argued that pet food production and consumer purchasing behaviors should shoulder the responsibility of environmental stewardship. Thus, considering sustainability as it relates to all aspects of pet food allows for a broader understanding of the environmental impact of our pets.
      Table 1Summary of climate change impact (co2 eq) estimations of dog ownership
      SectorFunctional UnitAssumptionsFootprint EstimationGeographic AreaSource
      Wet dog foodAnnual impact for 1 petOnly includes products sold and consumed in the European Union

      Average dog weighs 15 kg

      Excludes impact of use stage
      464 kg co2 eqEuropean UnionFEDIAF,
      European Pet Food Industry Federation (FEDIAF); C&D Foods; FACCO, Chambre Syndicale des Fabricants d’Aliments pour Chiens, Chats, Oiseaux et autres Animaux Familiers (the French Pet Food Association for Dogs, Cats, Birds and Other Domestic Pets); Mars PetCare Europe; Nestlé Purina PetCare Europe; Saturn Petcare GmbH, and Quantis. Product environmental footprint category rules (PEFCRs): prepared pet food for cats and dogs, final version; European Commission: Brussels, Belgium.
      2018
      Dry dog foodAnnual impact for 1 petOnly includes products sold and consumed in the European Union

      Average dog weighs 15 kg

      Excludes impact of use stage
      139 kg co2 eqEuropean UnionFEDIAF,
      European Pet Food Industry Federation (FEDIAF); C&D Foods; FACCO, Chambre Syndicale des Fabricants d’Aliments pour Chiens, Chats, Oiseaux et autres Animaux Familiers (the French Pet Food Association for Dogs, Cats, Birds and Other Domestic Pets); Mars PetCare Europe; Nestlé Purina PetCare Europe; Saturn Petcare GmbH, and Quantis. Product environmental footprint category rules (PEFCRs): prepared pet food for cats and dogs, final version; European Commission: Brussels, Belgium.
      2018
      Companion dogs consuming dry foodAnnual impact for 1 petAverage dog weight of 10–20 kg; per capita dry food consumption of 61–247 kg per year317–1292 kg co2 eqNetherlandsMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019
      Companion medium-sized dogs consuming dry foodAnnual impact for 1 petAverage dog weight of 10–20 kg; per capita dry food consumption of 19–123 kg per year115–754 kg co2 eqJapanMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019; Su and Martens,
      • Su B.
      • Martens P.
      Environmental impacts of food consumption by companion dogs and cats in Japan.
      2018
      Companion dogs consuming dry foodAnnual impact for 1 petAverage dog weight of 10–20 kg; per capita dry food consumption of 48–243 kg per year284–1444 kg co2 eqChinaMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019
      Companion small-sized dogs consuming dry foodAnnual impact for 1 petAverage dog weight of 1.5–10 kg; per capita dry food consumption of 5–61 kg per year27–372 kg co2 eqJapanMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019
      Companion large-sized dogs consuming dry foodAnnual impact for 1 petAverage dog weight of 25–59 kg; per capita dry food consumption of 96–498 kg per year109–191 kg co2 eqJapanMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019
      Average-sized dogs consuming wet foodAnnual impact for 1 pet
      Annual impact for 1 pet for was calculated as lifetime impact co2 eq/life span for each dog size scenario.
      Average dog weight of 15 kg and average life expectancy of 13 y; per capita wet food consumption of 348 kg per year631 kg co2 eqEuropean UnionYavor et al,
      • Yavor K.M.
      • Lehmann A.
      • Finkbeiner M.
      Environmental impacts of a pet dog: an LCA case study.
      2020
      Large-sized dogs consuming wet foodAnnual impact for 1 pet
      Annual impact for 1 pet for was calculated as lifetime impact co2 eq/life span for each dog size scenario.
      Average dog weight of 30 kg and high life expectancy of 18 y; per capita wet food consumption of 365 kg per year1056 kg co2 eqEuropean UnionYavor et al,
      • Yavor K.M.
      • Lehmann A.
      • Finkbeiner M.
      Environmental impacts of a pet dog: an LCA case study.
      2020
      Small-sized dogs consuming wet foodAnnual impact for 1 pet
      Annual impact for 1 pet for was calculated as lifetime impact co2 eq/life span for each dog size scenario.
      Average dog weight of 7.5 kg and short life expectancy of 8 y; per capita wet food consumption of 199 kg per year375 kg co2 eqEuropean UnionYavor et al,
      • Yavor K.M.
      • Lehmann A.
      • Finkbeiner M.
      Environmental impacts of a pet dog: an LCA case study.
      2020
      a Annual impact for 1 pet for was calculated as lifetime impact co2 eq/life span for each dog size scenario.
      Table 2Summary of climate change impact (co2 eq) estimations of cat ownership
      SectorFunctional UnitAssumptionsFootprint EstimationGeographic AreaSource
      Wet cat foodAnnual impact for 1 petOnly includes products sold and consumed in the European Union

      Average cat weighs 4 kg

      Excludes impact of use stage
      141 kg co2 eqEuropean UnionFEDIAF,
      European Pet Food Industry Federation (FEDIAF); C&D Foods; FACCO, Chambre Syndicale des Fabricants d’Aliments pour Chiens, Chats, Oiseaux et autres Animaux Familiers (the French Pet Food Association for Dogs, Cats, Birds and Other Domestic Pets); Mars PetCare Europe; Nestlé Purina PetCare Europe; Saturn Petcare GmbH, and Quantis. Product environmental footprint category rules (PEFCRs): prepared pet food for cats and dogs, final version; European Commission: Brussels, Belgium.
      2018
      Dry cat foodAnnual impact for 1 petOnly includes products sold and consumed in the European Union

      Average cat weighs 4 kg

      Excludes impact of use stage
      43 kg co2 eqEuropean UnionFEDIAF,
      European Pet Food Industry Federation (FEDIAF); C&D Foods; FACCO, Chambre Syndicale des Fabricants d’Aliments pour Chiens, Chats, Oiseaux et autres Animaux Familiers (the French Pet Food Association for Dogs, Cats, Birds and Other Domestic Pets); Mars PetCare Europe; Nestlé Purina PetCare Europe; Saturn Petcare GmbH, and Quantis. Product environmental footprint category rules (PEFCRs): prepared pet food for cats and dogs, final version; European Commission: Brussels, Belgium.
      2018
      Companion cats consuming dry foodAnnual impact for 1 petAverage cat weight of 2–6 kg; per capita dry food consumption of 20–33 kg per year136–228 kg co2 eqNetherlandsMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019
      Companion cats consuming dry foodAnnual impact for 1 petAverage cat weight of 2–6 kg; per capita dry food consumption of 18–31 kg per year110–191 kg co2 eqJapanMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019; Su & Martens,
      • Su B.
      • Martens P.
      Environmental impacts of food consumption by companion dogs and cats in Japan.
      2018
      Companion cats consuming dry foodAnnual impact for 1 petAverage cat weight of 2–6 kg; per capita dry food consumption of 20–34 kg per year128–215 kg co2 eqChinaMartens et al,
      • Martens P.
      • Su B.
      • Deblomme S.
      The ecological paw print of companion dogs and cats.
      2019

      Defining Sustainability in the Pet Food Industry

      Sustainability has previously been defined as practices that ensure the current population meets their requirements without compromising the ability of future generations to meet their needs.
      • Swanson K.S.
      • Carter R.A.
      • Yount T.P.
      • et al.
      Nutritional sustainability of pet foods.
      The EPA defines sustainability as a harmonious and productive system in which humans and nature could exist, permitting the fulfilment of social, economic, and other requirements of the present generation without jeopardizing the needs and requirements of future generations.
      • Fiksel J.
      • Tarsha E.
      • Frederickson H.
      A framework for sustainability indicators at EPA. 2012; 4-5. Environmental Protection Agency (EPA) Office of Research and Development.
      From the perspective of pet food production, sustainability has been defined as the ability to produce pet food in adequate amounts while providing the sufficient essential nutrients required to maintain optimum health and viability now and in the future with the smallest environmental footprint.
      • Meeker D.L.
      • Meisinger J.L.
      Rendered ingredients significantly influence sustainability, quality, and safety of pet food.
      Here, the authors propose a broader definition for sustainability that incorporates the stewardship of companion animals: the conscientious management of resources and waste necessary to meet the physiologic requirements of companion animals without compromising the ability of future generations to meet their environmental, social, or economic needs.

      Quantifying Carbon Footprints with Pet Food Life-Cycle Analysis

      The environmental impact of a food system can be quantified by analyzing all material inputs (energy and natural resources) and outputs (waste and emissions) and their associated costs, a process known as LCA. Following ISO 14044:2006 standards, LCA serves as a globally recognized model framework to study the environmental impact categories associated with a product or process such as climate change (biogenic and land use and transformation), ozone depletion, human toxicity risk (cancerous and noncancerous), particulate matter, ionizing radiation, photochemical ozone formation, acidification, eutrophication (terrestrial, freshwater, and marine), freshwater ecotoxicity, and natural resource use.
      International Standardization Organization (ISO)
      ISO 14044:2006 environmental management – life cycle assessment – requirements and guidelines.
      The LCA of dog and cat foods is highly complex considering the variety of raw materials, manufacturing technologies, and packaging options that exist today. The environmental impact of food and agricultural systems can differ considerably.
      • McCarthy D.
      • Matopoulos A.
      • Davies P.
      Life cycle assessment in the food supply chain: a case study.
      • Cucurachi S.
      • Scherer L.
      • Guinée J.
      • et al.
      Life cycle assessment of food systems.
      • Eady S.
      • Carre A.
      • Grant T.
      Life cycle assessment modelling of complex agricultural systems with multiple food and fibre co-products.
      Geographic location also influences the environmental burden of agricultural products, in terms of both production and transportation. In addition to raw material extraction, manufacturing technology (eg, extrusion, canning, baking, freeze-drying), nutritional composition of product (eg, moisture and protein level), packaging specifications, distribution channel, and storage and usage requirements are additional factors interlinked with a product’s carbon footprint.
      Despite these many complexities, in 2018 the European Commission adopted the Product Environmental Footprint Category Rules (PEFCRs) as a standardized model for calculating environmental impacts for the full life cycle of prepared pet foods for dogs and cats. The model development consists of 4 LCA studies of complete pet foods sold in Europe representing cat and dog foods, kibble, and canned foods. Dog food (wet and dry) collectively had a greater environmental impact than cat food because of higher consumption volume of dog food. The estimated impact of wet food also exceeded dry food because of the high use of natural resources for packaging production (tin plating). Overall, the most relevant impact categories for pet food were determined to be climate change, eutrophication (freshwater, marine, terrestrial), land use, and natural resource depletion (water, mineral, and fossil).
      European Pet Food Industry Federation (FEDIAF); C&D Foods; FACCO, Chambre Syndicale des Fabricants d’Aliments pour Chiens, Chats, Oiseaux et autres Animaux Familiers (the French Pet Food Association for Dogs, Cats, Birds and Other Domestic Pets); Mars PetCare Europe; Nestlé Purina PetCare Europe; Saturn Petcare GmbH, and Quantis. Product environmental footprint category rules (PEFCRs): prepared pet food for cats and dogs, final version; European Commission: Brussels, Belgium.
      Although the PEFCRs were developed using data sets for EU energy reporting, pet food production in the United States follows a similar life cycle (Fig. 1), and thus, the principles of the PEFCRs could be applied to the US pet food systems.
      Figure thumbnail gr1
      Fig. 1A generic LCA for commercially prepared pet food beginning with raw material extraction and tracing through manufacturing, packaging, distribution, retail, usage, and end-of-life disposal.

      Pet Food Life-Cycle Analysis by Segment

      Diet selection and nutritional composition

      There are 2 defining attributes that influence the path of a pet food product’s life cycle. Diet selection, which dictates the intended species, life stage, food format, and inclusion or exclusion of specific ingredients, and nutritional composition, which determines the level of raw materials needed to achieve the desired nutrient levels, both of which have a direct impact on the resources required to construct a product.
      Protein is the most expensive and ecologically demanding macronutrient, yet is a key factor for the selection of pet food products by pet owners.
      • Laflamme D.P.
      • Abood S.K.
      • Fascetti A.J.
      • et al.
      Pet feeding practices of dog and cat owners in the United States and Australia.
      • Berardy A.
      • Johnston C.S.
      • Plukis A.
      • et al.
      Integrating protein quality and quantity with environmental impacts in life cycle assessment.
      • Nijdam D.
      • Rood T.
      • Westhoek H.
      The price of protein: review of land use and carbon footprints from life cycle assessments of animal food products and their substitutes.
      Pets require a moderate level of protein in their diets, with Association of American Feed Control Officials minimums set at 18% for adult dogs and 26% for adult cats on a dry matter (DM) basis.
      Association of American Feed Control Officials (AAFCO)
      AAFCO dog food nutrient profiles based on dry matter.
      ,
      Association of American Feed Control Officials (AAFCO)
      AAFCO cat food nutrient profiles based on dry matter.
      However, high-protein formulas (>30% crude protein on a DM basis) are commonly marketed for both species, as more protein may be needed to maintain lean body mass and support the needs of older dogs and cats, and working dogs, as examples. The idea that protein levels in excess of an animal’s requirement are beneficial is debatable and adds strain to the increasing global demand for protein for humans, agricultural animals, and companion animals.
      • Okin G.S.
      Environmental impacts of food consumption by dogs and cats.
      ,
      • Nijdam D.
      • Rood T.
      • Westhoek H.
      The price of protein: review of land use and carbon footprints from life cycle assessments of animal food products and their substitutes.
      There is a belief, shared by 29.4% of dog owners and 21.7% of cat owners, that raw diets are healthier for their pets; however, only 3.9% of veterinary professionals agree with this.
      Association for Pet Obesity Prevention (APOP)
      2018 pet obesity survey results.
      One in 5 pet owners also report following raw feeding practices originating from online resources rather than published references or seeking veterinary advice, which may exacerbate nutritional or safety risks associated with raw feeding.
      • Morgan S.K.
      • Willis S.
      • Shepherd M.L.
      Survey of owner motivations and veterinary input of owners feeding diets containing raw animal products.
      With regard to sustainability, raw pet foods are thought to compete with the human food chain because of the high inclusion of edible ingredients.
      • Famula T.R.
      Domestication of animals.
      In addition, the handling and storage of the leftover raw pet food can become a safety concern to pet owners because of the high risk of exposure to pathogens.
      • Freeman L.M.
      • Chandler M.L.
      • Hamper B.A.
      • et al.
      Current knowledge about the risks and benefits of raw meat-based diets for dogs and cats.
      The American Veterinary Medical Association (AVMA) also discourages feeding pets raw animal-based foods, especially those that have not gone through pathogen elimination steps during processing.
      American Veterinary Medical Association (AVMA)
      Raw or undercooked animal-source protein in cat and dog diets.

      Raw Material Selection

      Animal-based protein sources

      Much of the protein in pet foods originates from animal sources, and there is a trend for increasing both quality and quantity of meat in pet foods.
      • Okin G.S.
      Environmental impacts of food consumption by dogs and cats.
      Dog and cat owners generally prefer meat as a source of protein for their pets compared with alternative sources, such as insect proteins, vegetable proteins, or laboratory-grown meats.
      Association for Pet Obesity Prevention (APOP)
      2018 pet obesity survey results.
      Animal-based ingredients are considered to be a high-quality source of dietary protein, containing a complete profile of essential amino acids dogs and cats require. However, these tend to have a greater ecological footprint as compared with plant-based proteins (Table 3).
      • Pimentel D.
      • Pimentel M.
      Sustainability of meat-based and plant-based diets and the environment.
      Table 3Average global warming potential estimates of select insect-, animal-, and plant-origin ingredients with applications in US pet foods
      IngredientLCA Study Location
      CAN = Canada; DEU = Germany; ENG = England; ESP = Spain; FRA = France; GBR = United Kingdom; NZL = New Zealand; PRT = Portugal; USA = United States of America
      Carbon Footprint (kg co2 Eq/kg Functional Unit)Reference
      Insect, origin
       Black soldier fly larvae
      Functional unit = 1 kg insect protein meal.
      DEU1.36–15.1Smetana et al,
      • Smetana S.
      • Palanisamy M.
      • Mathys A.
      • et al.
      Sustainability of insect use for feed and food: life cycle assessment perspective.
      2016
      Animal, origin
       Plains, ranched beef
      Functional unit = 1 kg carcass weight.
      USA20.4–23.2Rotz et al,
      • Rotz C.A.
      • Asem-Hiablie S.
      • Place S.
      • et al.
      Environmental footprints of beef cattle production in the United States.
      2019
       Pasture, finished beef
      Functional unit = 1 kg live weight.
      USA19.2Pelletier et al,
      • Pelletier N.
      • Pirog R.
      • Rasmussen R.
      Comparative life cycle environmental impacts of three beef production strategies in the Upper Midwestern United States.
      2010
       Feedlot beef
      Functional unit = 1 kg live weight.
      USA14.8Pelletier et al,
      • Pelletier N.
      • Pirog R.
      • Rasmussen R.
      Comparative life cycle environmental impacts of three beef production strategies in the Upper Midwestern United States.
      2010
       Grassland, grazed lamb
      Functional unit = 1 kg carcass weight.
      NZL19Ledgard et al,
      • Ledgard S.F.
      • Lieffering M.
      • Coup D.
      • et al.
      Carbon footprinting of New Zealand lamb from the perspective of an exporting nation.
      2011
       Hillside, raised lambs
      Functional unit = 1 kg live weight.
      ENG17.9Jones et al,
      • Jones A.K.
      • Jones D.L.
      • Cross P.
      The carbon footprint of lamb: sources of variation and opportunities for mitigation.
      2014
       Lowland, raised lambs
      Functional unit = 1 kg live weight.
      ENG10.9Jones et al,
      • Jones A.K.
      • Jones D.L.
      • Cross P.
      The carbon footprint of lamb: sources of variation and opportunities for mitigation.
      2014
       Organic farmed salmon
      Functional unit = 1 kg live weight.
      CAN2.7Pelletier and Tyedmers,
      • Pelletier N.
      • Tyedmers P.
      Feeding farmed salmon: is organic better?.
      2007
       Farmed salmon
      Functional unit = 1 kg live weight.
      CAN2.1Pelletier and Tyedmers,
      • Pelletier N.
      • Tyedmers P.
      Feeding farmed salmon: is organic better?.
      2007
       Pork
      Functional unit = 1 kg live weight.
      USA2.01–3.02Thoma et al,
      • Thoma G.
      • Matlock M.
      • Putman B.
      • et al.
      A life cycle analysis of land use in US pork production. A comprehensive report.
      2015
       Chicken
      Functional unit = 1 kg live weight.
      USA1.99Putman et al,
      • Putman B.
      • Thoma G.
      • Burek J.
      • et al.
      A retrospective analysis of the United States poultry industry: 1965 compared with 2010.
      2017
       Poultry by-product mealPRT0.73Campos et al,
      • Campos I.
      • Pinheiro Valente L.M.
      • Matos E.
      • et al.
      Life-cycle assessment of animal feed ingredients: poultry fat, poultry by-product meal and hydrolyzed feather meal.
      2020
       Poultry fatPRT0.67Campos et al,
      • Campos I.
      • Pinheiro Valente L.M.
      • Matos E.
      • et al.
      Life-cycle assessment of animal feed ingredients: poultry fat, poultry by-product meal and hydrolyzed feather meal.
      2020
       Hydrolyzed feather mealPRT0.60Campos et al,
      • Campos I.
      • Pinheiro Valente L.M.
      • Matos E.
      • et al.
      Life-cycle assessment of animal feed ingredients: poultry fat, poultry by-product meal and hydrolyzed feather meal.
      2020
       Rendered animal proteinGBR0.15Ramirez et al,
      • Ramirez A.D.
      • Humphries A.C.
      • Woodgate S.L.
      • et al.
      Greenhouse gas life cycle assessment of products arising from the rendering of mammalian animal byproducts in the UK.
      2012
       Rendered animal fatGBR−0.77 to 0.15Ramirez et al,
      • Ramirez A.D.
      • Humphries A.C.
      • Woodgate S.L.
      • et al.
      Greenhouse gas life cycle assessment of products arising from the rendering of mammalian animal byproducts in the UK.
      2012
      Plant, origin
       RiceUSA1.41–1.88Johnson et al,
      • Johnson M.D.
      • Rutland C.T.
      • Richardson J.W.
      • et al.
      Greenhouse gas emissions from U.S. grain farms.
      2016
       PotatoFRA0.10–0.11Godard et al,

      Godard C, Boissy J, Suret C, et al. LCA of Starch Potato from Field to Starch Production Plant Gate. In: 8th International Conference on LCA in the Agri-Food Sector. October 2-4 2012; Rennes, France.

      2012
       SorghumUSA0.60–1.24Johnson et al,
      • Johnson M.D.
      • Rutland C.T.
      • Richardson J.W.
      • et al.
      Greenhouse gas emissions from U.S. grain farms.
      2016
       WheatUSA0.45–1.32Johnson et al,
      • Johnson M.D.
      • Rutland C.T.
      • Richardson J.W.
      • et al.
      Greenhouse gas emissions from U.S. grain farms.
      2016
       SoybeanUSA0.34–0.70Johnson et al,
      • Johnson M.D.
      • Rutland C.T.
      • Richardson J.W.
      • et al.
      Greenhouse gas emissions from U.S. grain farms.
      2016
       OatsFRA0.31Wilfart et al,
      • Wilfart A.
      • Espagnol S.
      • Dauguet S.
      • et al.
      ECOALIM: a dataset of environmental impacts of feed ingredients used in French animal production.
      2016
       CornUSA0.30–1.68Johnson et al,
      • Johnson M.D.
      • Rutland C.T.
      • Richardson J.W.
      • et al.
      Greenhouse gas emissions from U.S. grain farms.
      2016
       Spring peasFRA0.29Wilfart et al,
      • Wilfart A.
      • Espagnol S.
      • Dauguet S.
      • et al.
      ECOALIM: a dataset of environmental impacts of feed ingredients used in French animal production.
      2016
       Rainfed legumesESP0.23Aguilera et al,
      • Aguilera E.
      • Guzmán G.
      • Alonso A.
      Greenhouse gas emissions from conventional and organic cropping systems in Spain. I. Herbaceous crops.
      2015
      a Functional unit = 1 kg insect protein meal.
      b Functional unit = 1 kg carcass weight.
      c Functional unit = 1 kg live weight.
      1 CAN = Canada; DEU = Germany; ENG = England; ESP = Spain; FRA = France; GBR = United Kingdom; NZL = New Zealand; PRT = Portugal; USA = United States of America
      Antibiotic-free protein sources, especially poultry, have become increasingly popular in both human food and pet food. This popularity is attributed to a widely accepted belief that antibiotic-free products are healthier and safer; however, there are no scientific data to support the nutritional superiority of the antibiotic-free animal tissues.
      • Newman L.
      • Mehlhorn J.
      • Tewari R.
      • et al.
      Consumer perception of antibiotic-free and hormone-free meat products.
      ,
      • Smith-Spangler C.
      • Brandeau M.L.
      • Hunter G.E.
      • et al.
      Are organic foods safer or healthier than conventional alternatives?.
      Antibiotic-free animal production, in turn, has potentially adverse effects on the sustainability aspects of the food chain because of compromised animal health, reduced production efficiency, and increased costs of production.
      • Cervantes H.M.
      Antibiotic-free poultry production: is it sustainable?.
      The AVMA recommends the judicious use of medically important antimicrobials in animal production in order TO sustain their utility for both man and animal.
      American Veterinary Medical Association (AVMA)
      Raising food animals without antibiotics: is it sustainable?.

      Animal-based coproducts

      A by-product, by regulatory definitions, is merely the secondary product produced from manufacturing the primary product. Critics would suggest this presumes the secondary product has little value. The authors’ way of thinking should probably shift to that of a “coproduct,” in which the entire value proposition is considered. Presuming that there will be meat consumption by the North American human population for the foreseeable future, the proper use of all the available resources, including animal by-products, is necessary.
      • Fiksel J.
      • Tarsha E.
      • Frederickson H.
      A framework for sustainability indicators at EPA. 2012; 4-5. Environmental Protection Agency (EPA) Office of Research and Development.
      Average carcass yield, or dressing percentage, ranges between 50% and 74% of live animal weight for red meat, pork, and poultry products in the United States, leaving behind a significant portion of animal-derived material that does not enter the human food system.
      • Knight R.
      Livestock & meat domestic data: all meat statistics.
      When managed responsibly, producers can lessen the environmental effects of organic waste disposal and help recover valuable nutrients.
      • Gooding C.H.
      • Meeker D.L.
      Review: comparison of 3 alternatives for large-scale processing of animal carcasses and meat by-products.
      Clean animal offals, for example, provide good-quality protein and higher levels of trace minerals, such as iron, zinc, calcium, and copper, in comparison to muscle tissues and can be incorporated into pet foods in raw, dried, or rendered forms.
      • Murray S.M.
      • Patil A.R.
      • Fahey Jr., G.C.
      • et al.
      Raw and rendered animal by-products as ingredients in dog diets.
      ,
      • Biel W.
      • Czerniawska-Piatkowska E.
      • Kowalczyk A.
      Offal chemical composition from veal, beef, and lamb maintained in organic production systems.
      According to the National Renderers Association, 56 billion pounds of renderable raw material is diverted from landfills and recycled into useable fat, oil, and protein products annually in North America.
      National Renderers Association
      Rendering is recycling infographic.
      Rendering also avoids at least 90% of potential GHG emissions when compared with industrial composting, which is equivalent to removing more than 12 million cars from the road.
      • Meeker D.L.
      • Hamilton C.R.
      An overview of the rendering industry.

      Plant-based ingredients

      Exchanging protein sources of animal origin with those of plant origin has been proposed to improve the sustainability of pet foods by using fewer natural resources and maintaining a smaller carbon footprint.
      • Knight A.
      • Leitsberger M.
      Vegetarian versus meat-based diets for companion animals.
      Animal-based proteins are widely perceived as superior in quality for dogs and cats compared with plant-based proteins; however, the relative digestibility has been reported to be similar between both sources.
      • Golder C.
      • Weemhoff J.L.
      • Jewell D.E.
      Cats have increased protein digestibility as compared to dogs and improve their ability to absorb protein as dietary protein intake shifts from animal to plant sources.
      Plant-based proteins generally contain a limited amount of 1 or 2 essential amino acids, which reduces their overall protein quality. However, by combining complementary ingredients, those that provide an abundance of the limiting amino acids of the other, the overall quality of plant-based protein can be at least as good as that from animal-source proteins.
      • Li P.
      • Wu G.
      Composition of amino acids and related nitrogenous nutrients in feedstuffs for animal diets.
      Dogs, being omnivores, are well adapted for a plant-based diet; however, cats are obligate carnivores, so are not able to meet their nutritional requirements from unsupplemented plant-based diets alone.
      • Legrand-Defretin V.
      Differences between cats and dogs: a nutritional view.
      In addition to providing bioavailable protein, fat, and energy to pets (Table 4), plant-based ingredients and their coproducts possess food-functional properties as well. An ingredient that is currently underutilized but has substantial availability includes distillers dried grains with solubles (DDGS) derived from ethanol production. For instance, 50 kg of corn yields approximately 20.8 L of ethanol, which reduces the dependence on fossil fuels and generates 13.9 kg of DDGS. DDGS contain moderate levels of protein and fermentable fiber and improve palatability in pet food applications.
      • Silva J.R.
      • Sabchuk T.T.
      • Lima D.C.
      • et al.
      Use of distillers dried grains with solubles (DDGS), with and without xylanase, in dog food.
      Plant-based coproduct inclusion in foods for pets supports environmental sustainability by using every aspect of the respective crop and supports economic sustainability by increasing the number of competitively priced ingredients available to pet food formulators.
      Table 4Proximate composition (as-is basis) of select pet food ingredients and coproducts
      IngredientDM, %CP, %Fat, %TDF, %Ash, %Reference
      Beef, MSM40.615.023.50.02.1NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Beef liver31.020.03.90.01.3NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Beef heart24.417.13.80.01.0NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Beef kidney23.016.63.10.01.1NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Beef tripe18.614.64.00.00.4NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Animal fat99.00.098.0NRNRBatal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Meat & bone meal92.045.08.5NR37.0Batal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Chicken, whole carcass33.918.512.0NRNRKadim et al,
      • Kadim I.T.
      • Mahgoub O.
      • Al-Marzooqi W.
      • et al.
      Prediction of crude protein, extractable fat, calcium and phosphorus contents of broiler chicken carcasses using near-infrared reflectance spectroscopy.
      2005
      Chicken, meat & skin38.217.620.30.01.0NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Chicken gizzard23.818.24.20.00.9NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Chicken liver26.418.03.90.01.2NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Poultry fat99.00.098.0NRNRBatal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Chicken meal95.964.212.2NR14.7Donadelli et al,
      • Donadelli R.A.
      • Aldrich C.G.
      • Jones C.K.
      • et al.
      The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
      2019
      Poultry by-product meal93.559.013.5NR16.0NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Feather meal93.085.04.0NR3.9Batal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Dried whole egg96.647.241.10.03.6NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Eggshell meal99.66.60.0NR53.6Ode et al,
      • Ode C.
      • Addass P.
      • Dim N.
      Effect of diets containing graded levels of eggshell meal on bone parameters, organ weights and by-products of growing West African dwarf goats.
      2016
      SD egg white91.176.00.1NR4.9Donadelli et al,
      • Donadelli R.A.
      • Aldrich C.G.
      • Jones C.K.
      • et al.
      The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
      2019
      SD inedible whole egg93.545.834.9NR3.9Donadelli et al,
      • Donadelli R.A.
      • Aldrich C.G.
      • Jones C.K.
      • et al.
      The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
      2019
      Corn meal, whole kernel89.78.13.67.31.1NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Corn starch91.70.30.10.90.1NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Corn germ meal90.128.46.045.03.9de Godoy et al,
      • De Godoy M.R.C.
      • Bauer L.L.
      • Parsons C.M.
      • et al.
      Select corn coproducts from the ethanol industry and their potential as ingredients in pet foods.
      2009
      Corn gluten meal89.155.21.1NR1.2Donadelli et al,
      • Donadelli R.A.
      • Aldrich C.G.
      • Jones C.K.
      • et al.
      The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
      2019
      Corn protein concentrate91.472.12.3NR0.8Donadelli et al,
      • Donadelli R.A.
      • Aldrich C.G.
      • Jones C.K.
      • et al.
      The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
      2019
      Corn fiber98.911.06.071.40.9de Godoy et al,
      • De Godoy M.R.C.
      • Bauer L.L.
      • Parsons C.M.
      • et al.
      Select corn coproducts from the ethanol industry and their potential as ingredients in pet foods.
      2009
      DDGS90.226.89.0NR4.7NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Soybean flour, full fat96.238.121.9NR5.9NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Soybean meal, expeller89.042.03.5NR6.0Batal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Soy protein isolate95.084.60.6NR3.8Donadelli et al,
      • Donadelli R.A.
      • Aldrich C.G.
      • Jones C.K.
      • et al.
      The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
      2019
      Soybean hulls90.912.62.4NR4.4NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Wheat flour, whole grain89.713.71.912.21.6NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Wheat flour, white88.110.31.02.70.5NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Wheat germ meal89.025.07.0NR5.3Batal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Wheat gluten93.375.60.8NR0.8Tomás-Vidal et al,
      • Tomás-Vidal A.
      • Monge-Ortiz R.
      • Jover-Cerdá M.
      • et al.
      Apparent digestibility and protein quality evaluation of selected feed ingredients in Seriola dumerili.
      2017
      Wheat middlings89.516.64.0NR4.5NRC,
      National Research Council
      Proximate analysis of select feed ingredients (as-fed).
      2006
      Wheat bran89.014.84.0NR6.4Batal et al,
      • Batal A.
      • Dale N.
      • Farms S.
      Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
      2016
      Abbreviations: MSM, mechanically separated meat; NR, not reported; SD, spray-dried; TDF, total dietary fiber.
      Meat analogues are emerging sources of dietary protein that imitate the texture, appearance, or flavor of animal muscle tissues.
      • Ismail I.
      • Hwang Y.-H.
      • Joo S.-T.
      Meat analog as future food: a review.
      Dried texturized vegetable protein is an example of a modern meat analogue that can be made from extruded defatted soy meal, soy protein concentrates, or wheat gluten.
      • Asgar M.A.
      • Fazilah A.
      • Huda N.
      • et al.
      Nonmeat protein alternatives as meat extenders and meat analogs.
      ,
      • Kumar P.
      • Chatli M.K.
      • Mehta N.
      • et al.
      Meat analogues: health promising meat substitutes.
      Plant-based proteins with elastic or spongy textures, such as wheat gluten and soy protein, also offer versatility in structural formation, and texturized soy proteins can produce meatlike textural attributes with high nutritional quality.
      • Orcutt M.W.
      • McMindes M.K.
      • Chu H.
      • et al.
      Textured soy protein utilization in meat and meat analog products.
      • Stein H.H.
      • Berger L.L.
      • Drackley J.K.
      • et al.
      Nutritional properties and feeding values of soybeans and their coproducts.
      • Featherstone S.
      Ingredients used in the preparation of canned foods.
      • Sha L.
      • Xiong Y.L.
      Plant protein-based alternatives of reconstructed meat: science, technology, and challenges.
      These components have been used with success in canned, frozen, or dried pet foods.

      Alternative ingredients

      Alternative ingredients, such as single-cell organisms (SCO: yeast, fungi, and algae) and insects, are being evaluated as potential meat or plant substitutes.
      Food and Agriculture Organization (FAO) of the United Nations
      Edible insects. Future prospects for food and feed security.
      The idea behind use of SCO and insects is that they can be grown on carbon sources that might otherwise be considered unrecoverable in the food production system. For example, a recent LCA of microbial protein produced using a potato wastewater system reported an 87% lower impact on the ecosystem compared with traditional soybean meal production.
      • Spiller M.
      • Muys M.
      • Papini G.
      • et al.
      Environmental impact of microbial protein from potato wastewater as feed ingredient: comparative consequential life cycle assessment of three production systems and soybean meal.
      Microbial proteins are currently being used as a source of high-quality protein and essential fatty acids in aquaculture and are reported to contain higher levels of crude protein compared with conventional animal or plant sources.
      • Matassa S.
      • Boon N.
      • Pikaar I.
      • et al.
      Microbial protein: future sustainable food supply route with low environmental footprint.
      Insects, such as black soldier fly (Hermetia illucens) larvae, housefly (Musca domestica), and mealworm (Tenebrio molitor), are a major protein source in many countries in Asia, Africa, and Latin America, but are less common in the United States because of negative public perceptions.
      • Kim T.K.
      • Yong H.I.
      • Kim Y.B.
      • et al.
      Edible insects as a protein source: a review of public perception, processing technology, and research trends.
      Application of insect protein as a key ingredient in pet food formulation has gained interest; however, there are few data regarding nutritional quality, and regulatory approvals are pending.
      • McCusker S.
      • Buff P.R.
      • Yu Z.
      • et al.
      Amino acid content of selected plant, algae and insect species: a search for alternative protein sources for use in pet foods.
      • Mouithys-Mickalad A.
      • Schmitt E.
      • Dalim M.
      • et al.
      Black soldier fly (Hermetia illucens) larvae protein derivatives: potential to promote animal health.
      • Bosch G.
      • Zhang S.
      • Oonincx D.G.A.B.
      • et al.
      Protein quality of insects as potential ingredients for dog and cat foods.

      Commercial Manufacturing

      The greatest potential for sustainability improvement within the commercial manufacturing sectors are cropland, energy, and water usage.
      • Egilmez G.
      • Kucukvar M.
      • Tatari O.
      • et al.
      Supply chain sustainability assessment of the U.S. food manufacturing sectors: a life cycle-based frontier approach.
      Total annual production of dog and cat food in the United States is estimated to be 9.8 million metric tons.
      • Institute of Feed Education & Research (IFEEDER)
      Pet food production and ingredient analysis.
      Through LCA, the environmental impact translates to roughly 851 gha of cropland, 14 TJ of energy, and 686,821 KL of water used to produce 1 metric ton of pet food.
      • Egilmez G.
      • Kucukvar M.
      • Tatari O.
      • et al.
      Supply chain sustainability assessment of the U.S. food manufacturing sectors: a life cycle-based frontier approach.
      There is room for improvement, but the impacts made by producing food for dogs and cats are estimated to be lower than many human food product industries.
      • Egilmez G.
      • Kucukvar M.
      • Tatari O.
      • et al.
      Supply chain sustainability assessment of the U.S. food manufacturing sectors: a life cycle-based frontier approach.
      Impacts on cropland are not directly affected by processing, but energy usage and water could be decreased with operational planning, such as installing more energy efficient equipment or reducing the amount of water used during extrusion or retort processing. A tuna canning plant for pet food in Thailand reduced their water consumption by 32% by switching to hot water and reducing water usage when cleaning cans, cooling cans with pressurized spray nozzles, and teaching employees about the importance of using less water and how they could make a difference.
      • Uttamangkabovorn M.
      • Prasertsan P.
      • Kittikun A.H.
      Water conservation in canned tuna (pet food) plant in Thailand.
      Many such decisions could be considered when new pet food manufacturing facilities are built.

      Food Packaging

      Food packaging serves many important functions, including protecting food from spoilage and nutritional degradation, improving efficiencies in distribution and storage, and serving as a source of information to feed regulators and pet owners. Pet food bags and containers are commonly constructed from layers of plastic (polyethylene and its derivatives), paper and paperboard, or metals (aluminum, tin, or steel). Most pet food packages are also designed for single use and nonrecyclable, leaving pet owners few options besides disposal.
      • Nemat B.
      • Razzaghi M.
      • Bolton K.
      • et al.
      The potential of food packaging attributes to influence consumers’ decisions to sort waste.
      Food containers and packaging waste are estimated to make up just under one-third of all municipal solid waste in the United States.
      United States Environmental Protection Agency (EPA)
      Facts and figures about materials. Waste and recycling: containers and packaging.
      Packaging developers face many challenges with regards to sustainability. In order for sustainable packaging to be effective, it must reduce food waste, preserve food quality, and prevent food contamination. It must also address the issue of plastic waste accumulation in the environment. In addition, the materials must also be nontoxic for humans and animals, and cost-effective for feasibility of use.
      • Pauer E.
      • Wohner B.
      • Heinrich V.
      • et al.
      Assessing the environmental sustainability of food packaging: an extended life cycle assessment including packaging-related food losses and waste and circularity assessment.
      The next generation of sustainable food packaging research is focusing on the use of renewable starting materials to develop biodegradable polymeric films. For example, dairy-based films are currently being explored as an alternative to petroleum-based packaging by the Agricultural Research Service.
      Agricultural Research Service
      Improving the sustainability and quality of food and dairy products from manufacturing to consumption via process modeling and edible packaging. Research project #428714. United States Department of Agriculture.
      Biopolymers from cornstarch, chitosan, carrot processing waste, cellulose, and other agricultural products also show promise for biodegradable film construction in the effort to reduce plastic wastes accumulation in the environment.
      • Dorado A.A.
      • Peralta E.K.
      • Carpio E.V.
      • et al.
      Biodegradable corn starch/silica nanocomposite sheets for food packaging applications.
      • Miteluț A.C.
      • Tănase E.
      • Popa V.I.
      • et al.
      Sustainable alternative for food packaging: chitosan biopolymer - a review.
      • Otoni C.G.
      • Lodi B.D.
      • Lorevice M.V.
      • et al.
      Optimized and scaled-up production of cellulose-reinforced biodegradable composite films made up of carrot processing waste.
      However, the cost and performance of ecofriendly and lower-barrier packaging compared with synthetic alternatives may still impede their widespread adoption.

      Transportation and Distribution

      The transportation of material between each phase of the pet food life cycle is an integral part of today’s modern food system; however, it contributes directly to fossil fuel consumption and GHG emissions. The EPA estimates a total 6677 million metric tons of GHG emissions were produced in the United States in 2018, of which transportation was the largest contributor at 29%, followed by electricity (27%), industry (22%), commercial and residential (13%), and agriculture (10%).
      United States Environmental Protection Agency (EPA)
      Inventory of U.S. Greenhouse gas emissions and Sinks: 1990-2018.
      The concept of “food miles” is an important consideration because many raw materials, packaging, and finished products embark on global transport through its life cycle. Reduction of pet food’s carbon footprint through sourcing local or regional raw materials is a marketing strategy that has gained popularity.
      In addition to geographic distance traveled, the method of transport has an impact on GHG emissions from fossil fuel combustion. The US Department of Transportation estimates that the largest share of total GHG emissions by vehicle type are passenger vehicles and light-duty trucks (59%), medium and heavy-duty trucks (23%), aircraft (9%), ships and boats (3%), rail (2%), and buses, motorcycles, and pipelines (4%).
      United States Department of Transportation
      Transportation GHG emissions and trends.
      Many of the early pet food life-cycle phases use bulk transportation of dry ingredients, which minimizes the number of vehicles required, and thus the environmental burden. However, when transportation of high-moisture commodities, such as fresh or frozen animal or plant products, is required, the use of refrigerated trucks can exacerbate energy consumption. Consumer shopping behaviors, such as transportation method, trip length, and trip frequency, also play an important role in the “last mile” of the pet food life cycle.
      • van Loon P.
      • Deketele L.
      • Dewaele J.
      • et al.
      A comparative analysis of carbon emissions from online retailing of fast moving consumer goods.
      Direct-to-consumer models are estimated to have a net carbon footprint similar to traditional brick-and-mortar retailers because of expedited shipping methods, an increase in lightweight parcel delivery vehicles routing to pet owner residences, and inefficient transit packaging to protect the product from damage in shipping.
      • Shahmohammadi S.
      • Steinmann Z.J.N.
      • Tambjerg L.
      • et al.
      Comparative greenhouse gas footprinting of online versus traditional shopping for fast-moving consumer goods: a stochastic approach.

      Applicability to veterinary practitioners

      An overwhelming majority of US dogs and cats are taken to their veterinarian at least once a year.
      • Laflamme D.P.
      • Abood S.K.
      • Fascetti A.J.
      • et al.
      Pet feeding practices of dog and cat owners in the United States and Australia.
      Veterinarians are regarded as reliable sources of information on pet food and pet nutrition and have influence over the foods owners purchase.
      • Boya U.O.
      • Dotson M.J.
      • Hyatt E.M.
      A comparison of dog food choice criteria across dog owner segments: an exploratory study.
      ,
      • Sprinkle D.
      Pet owners trust veterinarians for food purchasing advice revealed. Pet food forum 2018 personal communication.
      During annual visits, veterinarians have the opportunity to educate owners on the importance of pet foods and ingredients, as well as guidance on diet selection, feeding quantities, and waste management strategies, thus influencing the environmental impact of their clients and patients.
      Veterinarians also play a central role in the sustainable farming of livestock animals.
      • Cáceres S.B.
      The roles of veterinarians in meeting the challenges of health and welfare of livestock and global food security.
      Because veterinarians are a trusted source of information for livestock producers, communicating about animal welfare, judicious use of antibiotics, and the search for alternative and sustainable sources of food for livestock are a few key factors in which veterinarians can take a lead. Furthermore, veterinary professionals serve as educators of food safety, food quality, food security, and biodiversity maintenance. Because of the nature of veterinary professionals’ daily duties and their regular interaction with both livestock producers and pet owners, the hands-on sharing of information has become critical for a client to begin considering sustainability in the food selections they make for their animals.

      Summary

      Sustainability in the pet food industry can be summarized as those practices and beliefs that can continue indefinitely for future generations. Key opportunities for the improvement to sustainability of pet foods involve sustainable ingredient selection, avoiding nutritional and feeding excesses, and optimizing resource and waste management. Progress will depend on the collective efforts of suppliers, manufacturers, personnel, availability of ingredients, and consumer purchasing choices. There are many aspects of the pet food industry that are sustainable, such as using coproducts from the human food industry and decreasing energy and natural resources used during production. In fact, pet food production is more sustainable than many human food processing industries in terms of cropland, energy, and water usage. However, the pet food industry’s ability to adopt some of these practices is limited by negative perceptions of coproducts and novel ingredients, as well as expectations for increasingly rapid product delivery. It also appears that pet owners may not fully understand the direct impacts purchasing decisions have on sustainability. Veterinarians are uniquely positioned to educate pet owners when they bring their animals in for examinations. This education could be in the form of providing more information about the benefits of coproducts discussed here and how to decrease the impact of their pets on the sustainability of pet food. Pet food companies respond to the values of pet owners, and an increase in pet owner awareness and interest in sustainability will encourage the pet food industry to continue improving in this area.

      Clinics care points

      • Veterinarians have an opportunity to cultivate sustainable practices by educating clients on proper waste disposal, conscientious food selection, and optimal feeding management.
      • Veterinarians can help socially conscious pet owners manage their pet’s diet in a sustainable manner by encouraging a modest level of protein and the use of conventional ingredients.
      • Evidence provided by life-cycle analysis indicates that plant-origin ingredients tend to have a lower carbon footprint compared with animal-origin ingredients, and that poultry, fish, and rendered animal proteins have a lower carbon footprint compared with large ruminant proteins.
      • The carbon footprint of pet ownership in the United States is trivial compared with that of the human waste, transportation, and industrial sectors.

      Disclosure

      The authors have nothing to disclose.

      References

        • American Pet Products Association (APPA)
        Pet industry market size and ownership statistics.
        (Available at:) (Accessed July 23, 2020)
        • Swanson K.S.
        • Carter R.A.
        • Yount T.P.
        • et al.
        Nutritional sustainability of pet foods.
        Adv Nutr. 2013; 4: 141-150
        • Allen K.M.
        • Blascovich J.
        • Tomaka J.
        • et al.
        Presence of human friends and pet dogs as moderators of autonomic responses to stress in women.
        J Pers Soc Psychol. 1991; 61: 582-589
        • Serpell J.
        Beneficial effects of pet ownership on some aspects of human health and behaviour.
        J R Soc Med. 1991; 84: 717-720
        • Reed S.E.
        • Merenlender A.M.
        Efectos del manejo de perros domésticos y recreación sobre carnívoros en areas protegidas en el norte de California.
        Conserv Biol. 2011; 25: 504-513
        • Kitts-Morgan S.E.
        Sustainable ecosystems: domestic cats and their effect on wildlife populations.
        J Anim Sci. 2015; 93: 848-859
        • Cinquepalmi V.
        • Monno R.
        • Fumarola L.
        • et al.
        Environmental contamination by dog’s faeces: a public health problem?.
        Int J Environ Res Public Health. 2013; 10: 72-84
        • Paillat J.M.
        • Robin P.
        • Hassouna M.
        • et al.
        Predicting ammonia and carbon dioxide emissions from carbon and nitrogen biodegradability during animal waste composting.
        Atmos Environ. 2005; 39: 6833-6842
        • Okin G.S.
        Environmental impacts of food consumption by dogs and cats.
        PLoS One. 2017; 12https://doi.org/10.1371/journal.pone.0181301
        • United States Census Bureau
        Annual estimates of the resident population for the United States, Regions, states, and Puerto Rico: April 1, 2010 to July 1, 2019.
        2019 (Available at:) (Accessed 23 July 2020)
        • Fiksel J.
        • Tarsha E.
        • Frederickson H.
        A framework for sustainability indicators at EPA. 2012; 4-5. Environmental Protection Agency (EPA) Office of Research and Development.
        (Available at:) (Accessed July 23, 2020)
        • Meeker D.L.
        • Meisinger J.L.
        Rendered ingredients significantly influence sustainability, quality, and safety of pet food.
        J Anim Sci. 2015; 93: 835-847
        • International Standardization Organization (ISO)
        ISO 14044:2006 environmental management – life cycle assessment – requirements and guidelines.
        (Available at:) (Accessed July 23, 2020)
        • McCarthy D.
        • Matopoulos A.
        • Davies P.
        Life cycle assessment in the food supply chain: a case study.
        Int J Logist Res Appl. 2015; 18: 140-154
        • Cucurachi S.
        • Scherer L.
        • Guinée J.
        • et al.
        Life cycle assessment of food systems.
        One Earth. 2019; 1: 292-297
        • Eady S.
        • Carre A.
        • Grant T.
        Life cycle assessment modelling of complex agricultural systems with multiple food and fibre co-products.
        J Clean Prod. 2012; 28: 143-149
      1. European Pet Food Industry Federation (FEDIAF); C&D Foods; FACCO, Chambre Syndicale des Fabricants d’Aliments pour Chiens, Chats, Oiseaux et autres Animaux Familiers (the French Pet Food Association for Dogs, Cats, Birds and Other Domestic Pets); Mars PetCare Europe; Nestlé Purina PetCare Europe; Saturn Petcare GmbH, and Quantis. Product environmental footprint category rules (PEFCRs): prepared pet food for cats and dogs, final version; European Commission: Brussels, Belgium.
        (Available at:) (Accessed July 23, 2020)
        • Laflamme D.P.
        • Abood S.K.
        • Fascetti A.J.
        • et al.
        Pet feeding practices of dog and cat owners in the United States and Australia.
        J Am Vet Med Assoc. 2008; 232: 687-694
        • Berardy A.
        • Johnston C.S.
        • Plukis A.
        • et al.
        Integrating protein quality and quantity with environmental impacts in life cycle assessment.
        Sustainability. 2019; 11: 2747
        • Nijdam D.
        • Rood T.
        • Westhoek H.
        The price of protein: review of land use and carbon footprints from life cycle assessments of animal food products and their substitutes.
        Food Policy. 2012; 37: 760-770
        • Association of American Feed Control Officials (AAFCO)
        AAFCO dog food nutrient profiles based on dry matter.
        in: Lueders D. 2020 Official Publication. Association of American Feed Control Officials Inc, West Lafayette (IN)2020: 158
        • Association of American Feed Control Officials (AAFCO)
        AAFCO cat food nutrient profiles based on dry matter.
        in: Lueders D. 2020 Official Publication. Association of American Feed Control Officials Inc, West Lafayette (IN)2020: 168
        • Association for Pet Obesity Prevention (APOP)
        2018 pet obesity survey results.
        (Available at:) (Accessed July 23, 2020)
        • Morgan S.K.
        • Willis S.
        • Shepherd M.L.
        Survey of owner motivations and veterinary input of owners feeding diets containing raw animal products.
        PeerJ. 2017; 2017: 1-16
        • Famula T.R.
        Domestication of animals.
        in: Van Alfen N.K. Encyclopedia of agriculture and food systems. Second edition. Elsevier Inc., Waltham (MA)2014: 462-473
        • Freeman L.M.
        • Chandler M.L.
        • Hamper B.A.
        • et al.
        Current knowledge about the risks and benefits of raw meat-based diets for dogs and cats.
        J Am Vet Med Assoc. 2013; 243: 1549-1558
        • American Veterinary Medical Association (AVMA)
        Raw or undercooked animal-source protein in cat and dog diets.
        (Available at:) (Accessed July 23, 2020)
        • Pimentel D.
        • Pimentel M.
        Sustainability of meat-based and plant-based diets and the environment.
        Am J Clin Nutr. 2003; 78: 660S-663S
        • Newman L.
        • Mehlhorn J.
        • Tewari R.
        • et al.
        Consumer perception of antibiotic-free and hormone-free meat products.
        J Food Stud. 2020; 9: 80
        • Smith-Spangler C.
        • Brandeau M.L.
        • Hunter G.E.
        • et al.
        Are organic foods safer or healthier than conventional alternatives?.
        Ann Intern Med. 2012; 157: 348-366
        • Cervantes H.M.
        Antibiotic-free poultry production: is it sustainable?.
        J Appl Poult Res. 2015; 24: 91-97
        • American Veterinary Medical Association (AVMA)
        Raising food animals without antibiotics: is it sustainable?.
        (Available at:) (Accessed July 23, 2020)
        • Knight R.
        Livestock & meat domestic data: all meat statistics.
        United States Department of Agriculture Economic Research Service, Washington, DC2020 (Available at:) (Accessed October 10, 2020)
        • Gooding C.H.
        • Meeker D.L.
        Review: comparison of 3 alternatives for large-scale processing of animal carcasses and meat by-products.
        Prof Anim Sci. 2016; 32: 259-270
        • Murray S.M.
        • Patil A.R.
        • Fahey Jr., G.C.
        • et al.
        Raw and rendered animal by-products as ingredients in dog diets.
        J Anim Sci. 1997; 75: 2497-2505
        • Biel W.
        • Czerniawska-Piatkowska E.
        • Kowalczyk A.
        Offal chemical composition from veal, beef, and lamb maintained in organic production systems.
        Animals. 2019; 9: 489-499
        • National Renderers Association
        Rendering is recycling infographic.
        (Available at:) (Accessed July 23, 2020)
        • Meeker D.L.
        • Hamilton C.R.
        An overview of the rendering industry.
        in: Meeker D.L. Essential rendering : all about the animal by-products industry. National Renderers Association, Arlington (VA)2006: 1-16
        • Knight A.
        • Leitsberger M.
        Vegetarian versus meat-based diets for companion animals.
        Animals. 2016; 6: 57
        • Golder C.
        • Weemhoff J.L.
        • Jewell D.E.
        Cats have increased protein digestibility as compared to dogs and improve their ability to absorb protein as dietary protein intake shifts from animal to plant sources.
        Animals. 2020; 10: 541-552
        • Li P.
        • Wu G.
        Composition of amino acids and related nitrogenous nutrients in feedstuffs for animal diets.
        Amino Acids. 2020; 52: 523-542
        • Legrand-Defretin V.
        Differences between cats and dogs: a nutritional view.
        Proc Nutr Soc. 1994; 53: 15-24
        • Silva J.R.
        • Sabchuk T.T.
        • Lima D.C.
        • et al.
        Use of distillers dried grains with solubles (DDGS), with and without xylanase, in dog food.
        Anim Feed Sci Technol. 2016; 220: 136-142
        • Ismail I.
        • Hwang Y.-H.
        • Joo S.-T.
        Meat analog as future food: a review.
        J Anim Sci Technol. 2020; 62: 111-120
        • Asgar M.A.
        • Fazilah A.
        • Huda N.
        • et al.
        Nonmeat protein alternatives as meat extenders and meat analogs.
        Compr Rev Food Sci Food Saf. 2010; 9: 513-529
        • Kumar P.
        • Chatli M.K.
        • Mehta N.
        • et al.
        Meat analogues: health promising meat substitutes.
        Crit Rev Food Sci Nutr. 2017; 57: 923-932
        • Orcutt M.W.
        • McMindes M.K.
        • Chu H.
        • et al.
        Textured soy protein utilization in meat and meat analog products.
        in: Riaz M.N. Soy applications in food. CRC Press, New York2006: 155-584
        • Stein H.H.
        • Berger L.L.
        • Drackley J.K.
        • et al.
        Nutritional properties and feeding values of soybeans and their coproducts.
        in: Johnson L.A. White P.J. Galloway R. Soybeans: chemistry, production, processing, and utilization. AOCS Press, Urbana (IL)2008: 613-660
        • Featherstone S.
        Ingredients used in the preparation of canned foods.
        in: Featherstone S. A complete course in canning and related processes. 4th edition. Woodhead, Oxford (England)2015: 147-211
        • Sha L.
        • Xiong Y.L.
        Plant protein-based alternatives of reconstructed meat: science, technology, and challenges.
        Trends Food Sci Technol. 2020; 102: 51-61
        • Food and Agriculture Organization (FAO) of the United Nations
        Edible insects. Future prospects for food and feed security.
        (Available at:) (Accessed July 23, 2020)
        • Spiller M.
        • Muys M.
        • Papini G.
        • et al.
        Environmental impact of microbial protein from potato wastewater as feed ingredient: comparative consequential life cycle assessment of three production systems and soybean meal.
        Water Res. 2020; 171: 115406
        • Matassa S.
        • Boon N.
        • Pikaar I.
        • et al.
        Microbial protein: future sustainable food supply route with low environmental footprint.
        Microb Biotechnol. 2016; 9: 568-575
        • Kim T.K.
        • Yong H.I.
        • Kim Y.B.
        • et al.
        Edible insects as a protein source: a review of public perception, processing technology, and research trends.
        Food Sci Anim Resour. 2019; 39: 521-540
        • McCusker S.
        • Buff P.R.
        • Yu Z.
        • et al.
        Amino acid content of selected plant, algae and insect species: a search for alternative protein sources for use in pet foods.
        J Nutr Sci. 2014; 3https://doi.org/10.1017/jns.2014.33
        • Mouithys-Mickalad A.
        • Schmitt E.
        • Dalim M.
        • et al.
        Black soldier fly (Hermetia illucens) larvae protein derivatives: potential to promote animal health.
        Animals. 2020; 10: 941
        • Bosch G.
        • Zhang S.
        • Oonincx D.G.A.B.
        • et al.
        Protein quality of insects as potential ingredients for dog and cat foods.
        J Nutr Sci. 2014; 3: E29
        • Egilmez G.
        • Kucukvar M.
        • Tatari O.
        • et al.
        Supply chain sustainability assessment of the U.S. food manufacturing sectors: a life cycle-based frontier approach.
        Resour Conserv Recycl. 2014; 82: 8-20
        • Institute of Feed Education & Research (IFEEDER)
        Pet food production and ingredient analysis.
        (Available at:) (Accessed July 23, 2020)
        • Uttamangkabovorn M.
        • Prasertsan P.
        • Kittikun A.H.
        Water conservation in canned tuna (pet food) plant in Thailand.
        J Clean Prod. 2005; 13: 547-555
        • Nemat B.
        • Razzaghi M.
        • Bolton K.
        • et al.
        The potential of food packaging attributes to influence consumers’ decisions to sort waste.
        Sustain. 2020; 12https://doi.org/10.3390/su12062234
        • United States Environmental Protection Agency (EPA)
        Facts and figures about materials. Waste and recycling: containers and packaging.
        (Available at:) (Accessed July 23, 2020)
        • Pauer E.
        • Wohner B.
        • Heinrich V.
        • et al.
        Assessing the environmental sustainability of food packaging: an extended life cycle assessment including packaging-related food losses and waste and circularity assessment.
        Sustain. 2019; 11https://doi.org/10.3390/su11030925
        • Agricultural Research Service
        Improving the sustainability and quality of food and dairy products from manufacturing to consumption via process modeling and edible packaging. Research project #428714. United States Department of Agriculture.
        (Available at:) (Accessed July 23, 2020)
        • Dorado A.A.
        • Peralta E.K.
        • Carpio E.V.
        • et al.
        Biodegradable corn starch/silica nanocomposite sheets for food packaging applications.
        Mater Sci Forum. 2017; 894 MSF: 66-71
        • Miteluț A.C.
        • Tănase E.
        • Popa V.I.
        • et al.
        Sustainable alternative for food packaging: chitosan biopolymer - a review.
        Agrolife Sci J. 2015; 4: 52-61
        • Otoni C.G.
        • Lodi B.D.
        • Lorevice M.V.
        • et al.
        Optimized and scaled-up production of cellulose-reinforced biodegradable composite films made up of carrot processing waste.
        Ind Crops Prod. 2018; 121: 66-72
        • United States Environmental Protection Agency (EPA)
        Inventory of U.S. Greenhouse gas emissions and Sinks: 1990-2018.
        (Available at:) (Accessed July 23, 2020)
        • United States Department of Transportation
        Transportation GHG emissions and trends.
        (Available at:) (Accessed July 23, 2020)
        • van Loon P.
        • Deketele L.
        • Dewaele J.
        • et al.
        A comparative analysis of carbon emissions from online retailing of fast moving consumer goods.
        J Clean Prod. 2015; 106: 478-486
        • Shahmohammadi S.
        • Steinmann Z.J.N.
        • Tambjerg L.
        • et al.
        Comparative greenhouse gas footprinting of online versus traditional shopping for fast-moving consumer goods: a stochastic approach.
        Environ Sci Technol. 2020; 54: 3499-3509
        • Boya U.O.
        • Dotson M.J.
        • Hyatt E.M.
        A comparison of dog food choice criteria across dog owner segments: an exploratory study.
        Int J Consum Stud. 2015; 39: 74-82
        • Sprinkle D.
        Pet owners trust veterinarians for food purchasing advice revealed. Pet food forum 2018 personal communication.
        (Available at:) (Accessed July 23, 2020)
        • Cáceres S.B.
        The roles of veterinarians in meeting the challenges of health and welfare of livestock and global food security.
        Vet Res Forum Int Q J. 2012; 3: 155-157
        • Martens P.
        • Su B.
        • Deblomme S.
        The ecological paw print of companion dogs and cats.
        Bioscience. 2019; 69: 467-474
        • Su B.
        • Martens P.
        Environmental impacts of food consumption by companion dogs and cats in Japan.
        Ecol Indic. 2018; 93: 1043-1049
        • Yavor K.M.
        • Lehmann A.
        • Finkbeiner M.
        Environmental impacts of a pet dog: an LCA case study.
        Sustain. 2020; 12: 3394-3406
        • Smetana S.
        • Palanisamy M.
        • Mathys A.
        • et al.
        Sustainability of insect use for feed and food: life cycle assessment perspective.
        J Clean Prod. 2016; 137: 741-751
        • Rotz C.A.
        • Asem-Hiablie S.
        • Place S.
        • et al.
        Environmental footprints of beef cattle production in the United States.
        Agric Syst. 2019; 169: 1-13
        • Pelletier N.
        • Pirog R.
        • Rasmussen R.
        Comparative life cycle environmental impacts of three beef production strategies in the Upper Midwestern United States.
        Agric Syst. 2010; 103: 380-389
        • Ledgard S.F.
        • Lieffering M.
        • Coup D.
        • et al.
        Carbon footprinting of New Zealand lamb from the perspective of an exporting nation.
        Anim Front. 2011; 1: 40-45
        • Jones A.K.
        • Jones D.L.
        • Cross P.
        The carbon footprint of lamb: sources of variation and opportunities for mitigation.
        Agric Syst. 2014; 123: 97-107
        • Pelletier N.
        • Tyedmers P.
        Feeding farmed salmon: is organic better?.
        Aquaculture. 2007; 272: 399-416
        • Thoma G.
        • Matlock M.
        • Putman B.
        • et al.
        A life cycle analysis of land use in US pork production. A comprehensive report.
        Pork Checkoff and University of Arkansas Division of Agriculture Center for Agricultural and Rural Sustainability, 2015 (Available at:) (Accessed September 9, 2020)
        • Putman B.
        • Thoma G.
        • Burek J.
        • et al.
        A retrospective analysis of the United States poultry industry: 1965 compared with 2010.
        Agric Syst. 2017; 157: 107-117
        • Campos I.
        • Pinheiro Valente L.M.
        • Matos E.
        • et al.
        Life-cycle assessment of animal feed ingredients: poultry fat, poultry by-product meal and hydrolyzed feather meal.
        J Clean Prod. 2020; 252: 119845
        • Ramirez A.D.
        • Humphries A.C.
        • Woodgate S.L.
        • et al.
        Greenhouse gas life cycle assessment of products arising from the rendering of mammalian animal byproducts in the UK.
        Environ Sci Technol. 2012; 46: 447-453
        • Johnson M.D.
        • Rutland C.T.
        • Richardson J.W.
        • et al.
        Greenhouse gas emissions from U.S. grain farms.
        J Crop Improv. 2016; 30: 447-477
      2. Godard C, Boissy J, Suret C, et al. LCA of Starch Potato from Field to Starch Production Plant Gate. In: 8th International Conference on LCA in the Agri-Food Sector. October 2-4 2012; Rennes, France.

        • Wilfart A.
        • Espagnol S.
        • Dauguet S.
        • et al.
        ECOALIM: a dataset of environmental impacts of feed ingredients used in French animal production.
        PLoS One. 2016; 11: 1-17
        • Aguilera E.
        • Guzmán G.
        • Alonso A.
        Greenhouse gas emissions from conventional and organic cropping systems in Spain. I. Herbaceous crops.
        Agron Sustain Dev. 2015; 35: 713-724
        • National Research Council
        Proximate analysis of select feed ingredients (as-fed).
        in: Nutrient requirements of dogs and cats. The National Academies Press, Washington, DC2006: 320-323https://doi.org/10.17226/10668
        • Batal A.
        • Dale N.
        • Farms S.
        Feedstuffs ingredient analysis table: 2016 edition. In: Feedstuffs; November 2015;11:7-8.
        (Available at:) (Accessed October 16, 2020)
        • Kadim I.T.
        • Mahgoub O.
        • Al-Marzooqi W.
        • et al.
        Prediction of crude protein, extractable fat, calcium and phosphorus contents of broiler chicken carcasses using near-infrared reflectance spectroscopy.
        Asian-Australas J Anim Sci. 2005; 18: 1036-1040
        • Ode C.
        • Addass P.
        • Dim N.
        Effect of diets containing graded levels of eggshell meal on bone parameters, organ weights and by-products of growing West African dwarf goats.
        Amer J Food Sci Health. 2016; 2: 55-59
        • Donadelli R.A.
        • Aldrich C.G.
        • Jones C.K.
        • et al.
        The amino acid composition and protein quality of various egg, poultry meal by-products, and vegetable proteins used in the production of dog and cat diets.
        Poult Sci. 2019; 98: 1371-1378
        • De Godoy M.R.C.
        • Bauer L.L.
        • Parsons C.M.
        • et al.
        Select corn coproducts from the ethanol industry and their potential as ingredients in pet foods.
        J Anim Sci. 2009; 87: 189-199
        • Tomás-Vidal A.
        • Monge-Ortiz R.
        • Jover-Cerdá M.
        • et al.
        Apparent digestibility and protein quality evaluation of selected feed ingredients in Seriola dumerili.
        J World Aquac Soc. 2019; 50: 842-855