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Systems Approach to Modelling Food 
Sustainability: From Concepts to Practice 
? 
Ariella Helfgott 
Food Systems Research Group 
Environmental Change Institute 
University of Oxford
Food security… 
... exists when all people, at all times, have physical, economic 
and social access to sufficient, safe, and nutritious food to 
meet their dietary needs and food preferences for an active 
and healthy life. 
(UN-FAO World Food Summit 1996, 2012) 
… is universally applicable 
… is more than food production 
… is underpinned by food systems
Food Systems include a set of ‘Activities’ …
… all of which contribute to crossing 
Planetary Boundaries.
Agriculture as a driver of Land-cover Change 
‘Extensification’ 
•• Biodiversity loss 
• Soil degradation 
• Altered hydrology 
• Altered biogeochemical cycling 
• GHG emissions 
• … all PBs?
Species’ threats attributable to agriculture … 
“Among the drivers of habitat loss for mammals, 
agriculture and pastoralism are the most important, 
together affecting 40% of terrestrial mammals” 
IUCN, Red List of threatened species, 2010
Contribution of capture fisheries to 
biodiversity loss
Agriculture as a source of GHG emissions 
Mt CO2-e, 2010 
Worldwatch Institute’s Vital Signs Online Service (www.worldwatch.org)
But Food Systems 
involve more than ‘agriculture’ …
UK’s food industry “costs” 
(post- farmgate) 
• 14% of energy consumption 
defra, 2006 
by UK businesses and 7 
million tonnes of carbon 
emissions per year 
• 10% of all industrial use of the 
public water supply 
• 10% of the industrial and 
commercial waste stream 
• 25% of all HGV vehicle 
kilometres in the UK
Processing Food: water use and effluent 
• 10% of all industrial use of the public water supply 
• Effluent significantly affects aquatic habitats 
• large amounts of organic materials such as proteins, 
carbohydrates, and lipids 
• high biochemical oxygen demand (BOD) and/or 
chemical oxygen demand (COD) 
• high N and P concentration 
• high suspended oil or grease contents 
• high variations in pH 
Defra, 2006; Kroyer, 1995; Prasad et al. 2010
Packaging Food 
• Use of raw materials for packaging 
• Real and virtual energy content 
• Litter 
• Adverse consequences of careless disposal 
of packaging, esp. marine biodiversity
Packaging Food 
• Litter 
• Adverse consequences of careless 
disposal of packaging, esp. marine 
• Use of raw materials for packaging 
• Real and virtual energy content 
• 7% GHG emissions from UK food 
system (Garnett, 2008)
Guardian 1 February 2009 
Refrigerant 
leakage 
accounts for 
30% of 
super-markets’ 
direct GHG 
emissions 
(Environment 
Investigation 
Agency, 2010) 
Retailing food
GHG emissions across Food Systems 
UK USA India 
Producing 
Processing 
Distributing 
Consuming 
Waste 
disposing 
Garnett, FCRN, 2009 Edwards et al., Inst Agric & Trade Policy, 2009 Pathak et al, Ag, Ecosys & Env, 2010
Example 
contributions 
of FSAs to PBs 
Producing 
food 
Processing 
& Packaging 
food 
Distributing 
& Retailing 
food 
Consuming 
food 
Climate 
change 
GHGs, 
albedo 
Energy Emissions from 
transport and 
cold chain 
GHGs from 
cooking 
N cycle Eutrophicn, 
GHGs 
Effluent NOx from 
transport 
Waste 
P cycle P reserves Detergents Waste 
Fresh water 
Irrigation Washing, 
use 
heating, cooling 
Cleaning food Cooking, 
cleaning 
Land use 
change 
Intensificn, 
soil degdn 
Paper/card Transport & 
retail 
infrastructure 
Forest to edible 
oils plantation 
Biodiversity 
loss 
Deforestation, 
soils, fishing 
[Aluminium] Invasive spp Consumer 
choices 
Atmos. 
aerosols 
Dust Shipping Smoke from 
cooking 
Chemical 
pollution 
Pesticides Effluent Transport 
emissions 
Cooking, 
cleaning
How do Climate Change and drivers of crossing 
Planetary Boundaries affect Food Security? 
? 
Food Security, i.e. stability over time for: 
FOOD 
UTILISATION 
FOOD 
ACCESS 
•Affordability 
•Allocation 
•Preference 
•Nutritional Value 
•Social Value 
•Food Safety 
FOOD 
AVAILABILITY 
•Production 
•Distribution 
•Exchange
Extreme weather affects affordability… 
Poor people tend to spend relatively more of 
their income on food, therefore suffer more 
when food prices go up 
Cost of wheat is 10% of cost of loaf of bread 
in the US, but 90% cost of chapatti in India
… and food storage …
… and food distribution …
… and aspects of food safety. 
• Mycotoxins formed on plant products 
in the field or during storage 
• Residues of pesticides in plant 
products affected by changes in 
managing increased pest pressure 
• Marine biotoxins in seafood following 
production of phycotoxins by harmful 
algal blooms 
• Pathogenic bacteria in foods during 
heat waves. 
Miraglia et al., Food and Chemical Toxicology, 2009
… and food availability ... 
• UK normally exports ca. 2.5 Mt wheat / yr 
• Wettest 2012 autumn since records began 
• Coldest 2013 spring in 50 yr 
=> UK expects to import 2.5 Mt in 2013
… and hence food price.
Consequences of the 
2008 Food Price Crisis
Agricultural intensification 
leads to declines in pollinators … 
“… a widespread pattern of loss of pollinator richness and abundance as a 
result of agricultural intensification and habitat loss.” [since 1980] 
Potts et al., 2010, Trends in Ecol & Evol
… and tropospheric O3 pollution reduces yields. 
Mills et al, NERC-CEH, 2011
Background 
So why the need to change things? 
1. Planetary Boundary concerns are clear 
• climate change 
• biodiversity loss 
• other PBs 
• Complex interactions between the food 
system and the environment 
2. Food Security a major concern 
• ~ 1b hungry 
• ~ 2b insufficient nutrients 
• > 2.5b overweight or obese
Goal: Sustainable Food and Nutrition Security 
Sufficient cals 
Insufficient nutrs 
currently ~ 2 billion 
Sufficient cals 
Sufficient nutrs 
currently ~ 3 billion 
Excess cals (incl. some 
with insufficient nutrs) 
Constraints on dietary choice and diversity 
currently >2.5 billion 
Insufficient cals 
Insufficient nutrs 
currently ~ 1 billion 
CONSUMERS 
affordability, preference, allocation, cooking skill, convenience, cultural norms, … 
=> Consumption by Sub-populations 
‘Post-farm gate’ Food System Activities 
FOOD CHAIN ACTORS 
processing, packaging, trading, shipping, storing, advertising, retailing, … 
=> Final Nutrient Quantity and Price 
Local, Regional & Global Production Activities 
farming, horticulture, livestock raising, aquaculture, fishing, … 
=> Basic Nutrient Quantity and Price 
PRODUCERS 
Productivity Diversity & Quality
2025 
2000 
Looking ahead ... 
The biodiversity and other environmental consequences of meeting 
this demand with current food systems are dire 
The potential health care costs from obesity-related 
The economic costs of diagnosed diabetes in 
Too much ---- Appropriate ---- -- Too little -- 
1 
2200 
the US alone in 2012 is $245 billion 
- Too much - ----- Appropriate amount ----- 
-- Too little -- 
Billions of people 
(indicative; not to scale) 
NCDs are massive 
2 3 4 5 6 7 8 9 10 
2050 
2014 
kcal/person/day 
consumed 
------ Too much ------ ---- Appropriate amount ---- --- Too little --- 
----------- Too much ------------ --- Appropriate amount --- ----- Too little -----
Resilience: common threads… 
• Response of a system to disturbance or 
change 
• All definitions describe one or more of these 
three types of behaviour: 
• Absorbing/withstanding 
• Recovering 
• Adapting beneficially
Summary 
Resilience is a property of a system that 
describes the nature of the response of the 
system to a particular disturbance, of a 
particular magnitude, from the perspective 
of a particular observer over a specified 
timescale 
We need to know OF WHAT, TO WHAT, FROM 
WHOSE PERSPECTIVE, OVER WHAT TIME 
FRAME
Framing resilience involves specifying…
Modelling the food system 
• Define system boundaries 
• Variables of interest 
• Changes and shocks of interest 
• Interventions of interest 
• Measures of success or improvement 
• Timeframe 
• These decisions will effect the results and 
conclusions drawn from any model 
• Many participatory approaches available for 
framing and modelling the food system
Modelling the Food System 
• Different perspectives 
– Actors, activities, outcomes 
– Social, environmental, economic, political 
• Types of models 
– Fuzzy Cognitive Maps 
– System Dynamics 
– Stochastic Models
Goal: Sustainable Food and Nutrition Security 
Sufficient cals 
Insufficient nutrs 
currently ~ 2 billion 
Sufficient cals 
Sufficient nutrs 
currently ~ 3 billion 
Excess cals (incl. some 
with insufficient nutrs) 
Constraints on dietary choice and diversity 
currently >2.5 billion 
Insufficient cals 
Insufficient nutrs 
currently ~ 1 billion 
CONSUMERS 
affordability, preference, allocation, cooking skill, convenience, cultural norms, … 
=> Consumption by Sub-populations 
‘Post-farm gate’ Food System Activities 
FOOD CHAIN ACTORS 
processing, packaging, trading, shipping, storing, advertising, retailing, … 
=> Final Nutrient Quantity and Price 
Local, Regional & Global Production Activities 
farming, horticulture, livestock raising, aquaculture, fishing, … 
=> Basic Nutrient Quantity and Price 
PRODUCERS 
Productivity Diversity & Quality
So what do we do about it? 
✓ Adapt to inevitable change 
✓ Mitigate further change 
=> Do the “doing things” differently …
Improve agriculture, livestock, horticulture, 
aquaculture, fisheries, … 
• More varied crops 
• Stress-tolerant 
varieties 
• Novel food producing 
systems 
• Improve water mgmt 
• Insurance for 
producers 
• Wider range of food 
stuffs
… consider insect protein for better land-use … 
Range in land use (m2) per kg of edible protein 
De Vries and De Boer 2010; Oonincx and De Boer 2012.
… consider wholly novel foods …
… reduce food losses and waste … 
~ 30% worldwide 
FAO, Global Food Losses and Food Waste, 2011
… and reduce over-consumption.
Thank you

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Systems Approach to Modelling Food Sustainability: From Concepts to Practice

  • 1. Systems Approach to Modelling Food Sustainability: From Concepts to Practice ? Ariella Helfgott Food Systems Research Group Environmental Change Institute University of Oxford
  • 2. Food security… ... exists when all people, at all times, have physical, economic and social access to sufficient, safe, and nutritious food to meet their dietary needs and food preferences for an active and healthy life. (UN-FAO World Food Summit 1996, 2012) … is universally applicable … is more than food production … is underpinned by food systems
  • 3. Food Systems include a set of ‘Activities’ …
  • 4. … all of which contribute to crossing Planetary Boundaries.
  • 5. Agriculture as a driver of Land-cover Change ‘Extensification’ •• Biodiversity loss • Soil degradation • Altered hydrology • Altered biogeochemical cycling • GHG emissions • … all PBs?
  • 6. Species’ threats attributable to agriculture … “Among the drivers of habitat loss for mammals, agriculture and pastoralism are the most important, together affecting 40% of terrestrial mammals” IUCN, Red List of threatened species, 2010
  • 7. Contribution of capture fisheries to biodiversity loss
  • 8. Agriculture as a source of GHG emissions Mt CO2-e, 2010 Worldwatch Institute’s Vital Signs Online Service (www.worldwatch.org)
  • 9. But Food Systems involve more than ‘agriculture’ …
  • 10. UK’s food industry “costs” (post- farmgate) • 14% of energy consumption defra, 2006 by UK businesses and 7 million tonnes of carbon emissions per year • 10% of all industrial use of the public water supply • 10% of the industrial and commercial waste stream • 25% of all HGV vehicle kilometres in the UK
  • 11. Processing Food: water use and effluent • 10% of all industrial use of the public water supply • Effluent significantly affects aquatic habitats • large amounts of organic materials such as proteins, carbohydrates, and lipids • high biochemical oxygen demand (BOD) and/or chemical oxygen demand (COD) • high N and P concentration • high suspended oil or grease contents • high variations in pH Defra, 2006; Kroyer, 1995; Prasad et al. 2010
  • 12. Packaging Food • Use of raw materials for packaging • Real and virtual energy content • Litter • Adverse consequences of careless disposal of packaging, esp. marine biodiversity
  • 13. Packaging Food • Litter • Adverse consequences of careless disposal of packaging, esp. marine • Use of raw materials for packaging • Real and virtual energy content • 7% GHG emissions from UK food system (Garnett, 2008)
  • 14. Guardian 1 February 2009 Refrigerant leakage accounts for 30% of super-markets’ direct GHG emissions (Environment Investigation Agency, 2010) Retailing food
  • 15. GHG emissions across Food Systems UK USA India Producing Processing Distributing Consuming Waste disposing Garnett, FCRN, 2009 Edwards et al., Inst Agric & Trade Policy, 2009 Pathak et al, Ag, Ecosys & Env, 2010
  • 16. Example contributions of FSAs to PBs Producing food Processing & Packaging food Distributing & Retailing food Consuming food Climate change GHGs, albedo Energy Emissions from transport and cold chain GHGs from cooking N cycle Eutrophicn, GHGs Effluent NOx from transport Waste P cycle P reserves Detergents Waste Fresh water Irrigation Washing, use heating, cooling Cleaning food Cooking, cleaning Land use change Intensificn, soil degdn Paper/card Transport & retail infrastructure Forest to edible oils plantation Biodiversity loss Deforestation, soils, fishing [Aluminium] Invasive spp Consumer choices Atmos. aerosols Dust Shipping Smoke from cooking Chemical pollution Pesticides Effluent Transport emissions Cooking, cleaning
  • 17. How do Climate Change and drivers of crossing Planetary Boundaries affect Food Security? ? Food Security, i.e. stability over time for: FOOD UTILISATION FOOD ACCESS •Affordability •Allocation •Preference •Nutritional Value •Social Value •Food Safety FOOD AVAILABILITY •Production •Distribution •Exchange
  • 18. Extreme weather affects affordability… Poor people tend to spend relatively more of their income on food, therefore suffer more when food prices go up Cost of wheat is 10% of cost of loaf of bread in the US, but 90% cost of chapatti in India
  • 19. … and food storage …
  • 20. … and food distribution …
  • 21. … and aspects of food safety. • Mycotoxins formed on plant products in the field or during storage • Residues of pesticides in plant products affected by changes in managing increased pest pressure • Marine biotoxins in seafood following production of phycotoxins by harmful algal blooms • Pathogenic bacteria in foods during heat waves. Miraglia et al., Food and Chemical Toxicology, 2009
  • 22. … and food availability ... • UK normally exports ca. 2.5 Mt wheat / yr • Wettest 2012 autumn since records began • Coldest 2013 spring in 50 yr => UK expects to import 2.5 Mt in 2013
  • 23. … and hence food price.
  • 24. Consequences of the 2008 Food Price Crisis
  • 25. Agricultural intensification leads to declines in pollinators … “… a widespread pattern of loss of pollinator richness and abundance as a result of agricultural intensification and habitat loss.” [since 1980] Potts et al., 2010, Trends in Ecol & Evol
  • 26. … and tropospheric O3 pollution reduces yields. Mills et al, NERC-CEH, 2011
  • 27. Background So why the need to change things? 1. Planetary Boundary concerns are clear • climate change • biodiversity loss • other PBs • Complex interactions between the food system and the environment 2. Food Security a major concern • ~ 1b hungry • ~ 2b insufficient nutrients • > 2.5b overweight or obese
  • 28. Goal: Sustainable Food and Nutrition Security Sufficient cals Insufficient nutrs currently ~ 2 billion Sufficient cals Sufficient nutrs currently ~ 3 billion Excess cals (incl. some with insufficient nutrs) Constraints on dietary choice and diversity currently >2.5 billion Insufficient cals Insufficient nutrs currently ~ 1 billion CONSUMERS affordability, preference, allocation, cooking skill, convenience, cultural norms, … => Consumption by Sub-populations ‘Post-farm gate’ Food System Activities FOOD CHAIN ACTORS processing, packaging, trading, shipping, storing, advertising, retailing, … => Final Nutrient Quantity and Price Local, Regional & Global Production Activities farming, horticulture, livestock raising, aquaculture, fishing, … => Basic Nutrient Quantity and Price PRODUCERS Productivity Diversity & Quality
  • 29. 2025 2000 Looking ahead ... The biodiversity and other environmental consequences of meeting this demand with current food systems are dire The potential health care costs from obesity-related The economic costs of diagnosed diabetes in Too much ---- Appropriate ---- -- Too little -- 1 2200 the US alone in 2012 is $245 billion - Too much - ----- Appropriate amount ----- -- Too little -- Billions of people (indicative; not to scale) NCDs are massive 2 3 4 5 6 7 8 9 10 2050 2014 kcal/person/day consumed ------ Too much ------ ---- Appropriate amount ---- --- Too little --- ----------- Too much ------------ --- Appropriate amount --- ----- Too little -----
  • 30. Resilience: common threads… • Response of a system to disturbance or change • All definitions describe one or more of these three types of behaviour: • Absorbing/withstanding • Recovering • Adapting beneficially
  • 31.
  • 32.
  • 33.
  • 34.
  • 35. Summary Resilience is a property of a system that describes the nature of the response of the system to a particular disturbance, of a particular magnitude, from the perspective of a particular observer over a specified timescale We need to know OF WHAT, TO WHAT, FROM WHOSE PERSPECTIVE, OVER WHAT TIME FRAME
  • 37.
  • 38.
  • 39.
  • 40. Modelling the food system • Define system boundaries • Variables of interest • Changes and shocks of interest • Interventions of interest • Measures of success or improvement • Timeframe • These decisions will effect the results and conclusions drawn from any model • Many participatory approaches available for framing and modelling the food system
  • 41. Modelling the Food System • Different perspectives – Actors, activities, outcomes – Social, environmental, economic, political • Types of models – Fuzzy Cognitive Maps – System Dynamics – Stochastic Models
  • 42.
  • 43. Goal: Sustainable Food and Nutrition Security Sufficient cals Insufficient nutrs currently ~ 2 billion Sufficient cals Sufficient nutrs currently ~ 3 billion Excess cals (incl. some with insufficient nutrs) Constraints on dietary choice and diversity currently >2.5 billion Insufficient cals Insufficient nutrs currently ~ 1 billion CONSUMERS affordability, preference, allocation, cooking skill, convenience, cultural norms, … => Consumption by Sub-populations ‘Post-farm gate’ Food System Activities FOOD CHAIN ACTORS processing, packaging, trading, shipping, storing, advertising, retailing, … => Final Nutrient Quantity and Price Local, Regional & Global Production Activities farming, horticulture, livestock raising, aquaculture, fishing, … => Basic Nutrient Quantity and Price PRODUCERS Productivity Diversity & Quality
  • 44. So what do we do about it? ✓ Adapt to inevitable change ✓ Mitigate further change => Do the “doing things” differently …
  • 45. Improve agriculture, livestock, horticulture, aquaculture, fisheries, … • More varied crops • Stress-tolerant varieties • Novel food producing systems • Improve water mgmt • Insurance for producers • Wider range of food stuffs
  • 46. … consider insect protein for better land-use … Range in land use (m2) per kg of edible protein De Vries and De Boer 2010; Oonincx and De Boer 2012.
  • 47. … consider wholly novel foods …
  • 48. … reduce food losses and waste … ~ 30% worldwide FAO, Global Food Losses and Food Waste, 2011
  • 49. … and reduce over-consumption.