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The Carbon Footprint of the Food Supply Chain

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carbon footprint food supply chain

Which Foods Have the Greatest Environmental Impact?

The quantity of greenhouse gases (GHGs) generated by our food can vary considerably across the global food supply chain.

In fact, the difference between specific food types can vary by orders of magnitude, meaning what we eat could be a significant factor impacting GHG emissions on the environment.

Today’s modified chart from Our World in Data relies on data from the largest meta-analysis of food systems in history. The study, published in Science was led by Joseph Poore and Thomas Nemecek to highlight the carbon footprint across different food types across the world.

The Foods With the Highest Carbon Footprint

Worldwide, there are approximately 13.7 billion metric tons of carbon dioxide equivalents (CO2e) emitted through the food supply chain per year.

Across a database extending through 119 countries and 38,000 commercial farms, the study found that, unsurprisingly, beef and other animal products have an outsize effect on emissions.

For example, one kilogram (kg) of beef results in 60 kg of GHG emissions—nearly 2.5x the closest food type, lamb and mutton. In contrast, the same weight of apples produce less than one kilogram of GHG emissions.

Food TypeGHG Emissions per 1 kg Produced
Beef (beef herd)60 kgCO2e
Lamb & Mutton24 kgCO2e
Cheese21 kgCO2e
Beef (dairy herd)21 kgCO2e
Chocolate19 kgCO2e
Coffee17 kgCO2e
Prawns (farmed)12 kgCO2e
Palm Oil8 kgCO2e
Pig Meat7 kgCO2e
Poultry Meat6 kgCO2e
Olive Oil6 kgCO2e
Fish (farmed)5 kgCO2e
Eggs4.5 kgCO2e
Rice4 kgCO2e
Fish (wild catch)3 kgCO2e
Milk3 kgCO2e
Cane Sugar3 kgCO2e
Groundnuts2.5 kgCO2e
Wheat & Rye1.4 kgCO2e
Tomatoes1.4 kgCO2e
Maize (Corn)1.0 kgCO2e
Cassava1.0 kgCO2e
Soymilk0.9 kgCO2e
Peas0.9 kgCO2e
Bananas0.7 kgCO2e
Root Vegetables0.4 kgCO2e
Apples0.4 kgCO2e
Citrus Fruits0.3 kgCO2e
Nuts0.3 kgCO2e

When it comes to plant-based foods, chocolate is among the highest GHG emitters. One kilogram of chocolate produces 19 kg of GHGs. On average, emissions from plant-based foods are 10 to 50 times lower than animal-based types.

Bottom line, it is clear that the spectrum of emissions differs significantly across each food type.

Food Supply Chain Stages

The food supply chain is complex and nuanced as it moves across each stage of the cycle.

Although the steps behind the supply chain for individual foods can vary considerably, each typically has seven stages:

  1. Land Use Change
  2. Farm
  3. Animal Feed
  4. Processing
  5. Transport
  6. Retail
  7. Packaging

Across all foods, the land use and farm stages of the supply chain account for 80% of GHG emissions. In beef production, for example, there are three key contributing factors to the carbon footprint at these stages: animal feed, land conversion, and methane production from cows. In the U.S., beef production accounts for 40% of total livestock-related land use domestically.

On the other end of the spectrum is transportation. This stage of the supply chain makes up 10% of total GHG emissions on average. When it comes to beef, the proportion of GHGs that transportation emits is even smaller, at just 0.5% of total emissions.

Contrary to popular belief, sourcing food locally may not help GHG emissions in a very significant way, especially in the case of foods with a large carbon footprint.

The Rise of Plant-Based Alternatives

Amid a growing market share of plant-based alternatives in markets around the world, the future of the food supply chain could undergo a significant transition.

For investors, this shift is already evident. Beyond Meat, a leading provider of meat substitutes, was one of the best performing stocks of 2019—gaining 202% after its IPO in May 2019.

As rising awareness about the environment becomes more prevalent, is it possible that growing meat consumption could be a thing of the past?

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The Carbon Footprint of Major Travel Methods

Going on a cruise ship and flying domestically are the most carbon-intensive travel methods.

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Bar chart showing the carbon footprint of major travel methods.

The Carbon Footprint of Major Travel Methods

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

Did you know that transport accounts for nearly one-quarter of global energy-related carbon dioxide (CO₂) emissions?

This graphic illustrates the carbon footprints of major travel methods measured in grams of carbon dioxide equivalent (CO₂e) emitted per person to travel one kilometer. This includes both CO₂ and other greenhouse gases.

Data is sourced from Our World in Data, the UK Government’s Department for Energy Security and Net Zero, and The International Council on Clean Transportation, as of December 2022.

These figures should be interpreted as approximations, rather than exact numbers. There are many variables at play that determine the actual carbon footprint in any individual case, including vehicle type or model, occupancy, energy mix, and even weather.

Cruise Ships are the Most Carbon-Intensive Travel Method

According to these estimates, taking a cruise ship, flying domestically, and driving alone are some of the most carbon-intensive travel methods.

Cruise ships typically use heavy fuel oil, which is high in carbon content. The average cruise ship weighs between 70,000 to 180,000 metric tons, meaning they require large engines to get moving.

These massive vessels must also generate power for onboard amenities such as lighting, air conditioning, and entertainment systems.

Short-haul flights are also considered carbon-intensive due to the significant amount of fuel consumed during initial takeoff and climbing altitude, relative to a lower amount of cruising.

Transportation methodCO₂ equivalent emissions per passenger km
Cruise Ship250
Short-haul flight (i.e. within a U.S. state or European country)246
Diesel car171
Gas car170
Medium-haul flight (i.e. international travel within Europe, or between U.S. states)151
Long-haul flight (over 3,700 km, about the distance from LA to NY)147
Motorbike113
Bus (average)96
Plug-in hybrid68
Electric car47
National rail35
Tram28
London Underground27
Ferry (foot passenger)19
Eurostar (International rail)4.5

Are EVs Greener?

Many experts agree that EVs produce a lower carbon footprint over time versus traditional internal combustion engine (ICE) vehicles.

However, the batteries in electric vehicles charge on the power that comes straight off the electrical grid—which in many places may be powered by fossil fuels. For that reason, the carbon footprint of an EV will depend largely on the blend of electricity sources used for charging.

There are also questions about how energy-intensive it is to build EVs compared to a comparable ICE vehicle.

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