Annex 5 Objective 5: Economic analysis of recycling food waste. Contents Executive Summary 1. Economics - Comparison of Options 2. Costs and Benefits of Options 2.1 Landfill 2.1.1 Costs and benefits of landfill 2.2 Feeding processed food waste 2.2.1 Producer cost savings associated with PFW 2.2.2 Producer feed opportunity costs 2.2.3 Other factors 2.2.4 Economic model 2.2.5 Key findings 2.3 Anaerobic digestion 2.3.1 Costs and benefits of AD 2.3.2 Economic model 2.3.3 Key findings References 2 3 3 3 3 4 4 7 8 8 12 12 13 13 14 14 Figure 1. Relative willingness to pay for PFW feed products for pigs compared to conventional feed (with a conversion rate of 3.5). Figure 2. Relative willingness to pay for PFW feed products for poultry compared to conventional feed (with a conversion rate of 1.8). Figure 3. Probability of pig producers adopting PFW products versus conventional feed at different prices and conversion rates. Figure 4. Probability of poultry producers adopting PFW products versus conventional feed at different prices and conversion rates. Figure 5. Probability of producers adopting PFW products versus conventional feed at different prices and opportunity costs. Figure 6. Cost ratio of PFW versus landfill. Figure 7. Weighted cost ratio of PFW versus landfill. Figure 8. Distribution of savings (weighted) associated with PFW versus landfill. Figure 9. Distribution of savings associated with AD. 4 1 5 6 6 8 10 11 12 14 Executive Summary The environmental and financial costs of waste are rising, and the economic conditions and circumstances for investigating more efficient management of food waste are growing. Given this, diverting some of this waste to alternative uses could be beneficial on both counts. While landfill has been the most convenient method for managing food waste, the increasing public awareness and concerns and pressures on landfill capacity mean that this convenience needs to be traded-off against alternative methods of managing the waste. Aside from the obvious gate fees related with landfill, it is important to consider that food waste has implications not only for waste management, but also due to the large number of negative environmental externalities (primarily the production of methane, a potent greenhouse gas) that these activities generate. Therefore, every tonne of food waste diverted from landfill will reduce the incidence of negative environmental externalities. Traditionally many pig and poultry producers have used food waste as animal feed, and it is likely that they may become increasingly attracted to seek to use food waste as feed as the price of conventional arable based animal feeds increase. A relevant factor associated with the use of food waste as feed is the feeding conversion rate (i.e., ratio between weight of food waste and weight gain) of the food waste. Producers will be willing to pay a significantly lower price for food waste that is of a low feeding value. Associated with this, the proportion of producers who will switch to food waste products is related to the relative price and feeding value. At very low feeding values, it is shown that very few producers will be better off using food waste, unless it is subsidised. Therefore, the link between opportunity costs (which can be considered as the loss associated with not using conventional feed or the trade-off between lost revenues and other costs incurred by the change of feed and savings in feed cost) and the use of food waste is explored. The results indicate that the use of food waste as animal feed is only justified when the price of food waste products is relatively low. In fact, even if the food waste feed is fully subsidised (i.e., available to producers at zero cost) the use of these feed products are only profitable as long as the opportunity costs do not increase the total cost substantially. If feed derived from food waste costs the same as conventional feed, then the enterprise is shown to be less profitable, due to the opportunity costs. An economic model is developed through a series of simulation runs (based on a Monte Carlo method which relied on repeated random sampling to compute the results). From these runs the costs and benefits of using food waste for animal feed and landfill are compared. The economic model establishes the costs and benefits to producers per tonne of food waste and, subsequently, assesses the cost-benefit ratio of landfill versus using food waste for animal feed. The cost-benefit ratio associated with landfill is predicted as having a relatively large inter-quartile range and, importantly, with a ratio greater than 1 (i.e., the costs outweigh the benefits). In complete contrast, it is evident that significant efficiencies are to be gained when food waste is used for animal feed, as benefits are predicted to be substantially larger than the estimates of cost. It is estimated that the most likely benefits of food waste being utilised as animal feed compared to land fill are in the region of £19-£29 per tonne of food waste. One of the principal drivers or advantages of anaerobic digestion (AD) is its ability to turn food waste into a usable energy form. With energy supply becoming a higher priority this makes AD an important process for managing food waste. The principal economic driver for AD is the production of this energy. A further by-product of AD is the production of digestate. Compared to slurry, digestate offers a number of benefits (including reduced greenhouse gas emissions and ease of handling). A further economic model is developed through a series of simulation runs (again based on a Monte Carlo method). 2 From this procedure it is shown that, for the most part, the benefits associated with AD outweigh the costs involved with landfill. This analysis shows that over half of the simulated scenarios suggest improvements to society from diverting food waste from landfill to AD. 1. Economics - Comparison of Options As much as half of all food grown is lost or wasted (Lundqvist et al. 2008). Added to this, the cost of waste management is rising (Langley et al, 2010), environmental concerns are increasing (Garrod and Willis, 1998) and the economic conditions and circumstances for investigating more efficient management of food waste are growing. Given this, diverting some of this waste to alternative uses could be socially beneficial (Spinelli and Corso, 2000). This section explores this aspect. 2. Costs and Benefits of Options 2.1 Landfill While landfill is a widespread approach for dealing with food waste, the increasing public awareness and concerns and pressures on landfill capacity mean that this convenience carries a cost. To decide the most efficient way to treat food waste landfill has to be compared to its alternatives. 2.1.1 Costs and benefits of landfill As already documented in Annex 1, Table 3.3, landfill entails a gate fee and landfill tax in the region of £68–£111 per tonne. While this is the most obvious cost of landfill, it is important to consider that food waste has implications not only for waste management, but also due to the large number of negative environmental externalities that these activities generate (Garrod and Willis, 1998). As documented in Garrod and Willis (1998), these environmental externalities are likely to include the production of greenhouse gases (and explosive gas), the toxicity and health problems associated with the discharge of leachate to surface or ground water and the noise, visual and odour impacts during the operational phases. In addition to this, as shown in Brereton et al. (2008) and Ferreira and Moro (2010), proximity to landfills has a negative effect on subjective well-being. Therefore, an important social benefit of alternative food waste management is the implied value of the avoided environmental and social costs of landfill resulting from redirecting food waste from landfills to other alternatives (Spinelli and Corso, 2000). Diverting waste from landfill means that the timeframe of landfill resources are extended (i.e., it will take landfill sites longer to reach full capacity) will to the betterment of society-at-large (Spinelli and Corso, 2000). Valuing the negative environmental externalities is not a straightforward task, because to a large extent they have a non-market component and may even entail non-use values. A Hedonic study estimating the disamenity costs of landfill in Great Britain by Defra (2003) found that the 95% confidence interval estimate of the present value of fixed disamenity effects of landfill is between £1.52 and £2.18 per tonne. So for every tonne of food waste diverted, this loss would be avoided. Nevertheless, it is important to bear in mind that other options may also produce negative environmental externalities. However, the reduction of landfill will, in all likelihood, decreases the incidence of negative environmental externalities more so than the creation of new negative environmental externalities under alternative methods for managing food waste. In addition to the fixed disamenity effects, there are often significant greenhouse gas emissions from landfill. Nevertheless, using food waste as animal feed will also entail greenhouse gas emissions. Findings in WRAP (2010) suggest that for every tonne of food waste diverted to animal feed avoids 0.66 tonnes of CO2 emissions. Using the lower existing UK social cost of carbon benchmark of £35 per tonne (cf. Watkiss and Downing, 2008), 3 means that the social cost is reduced by £25.28 (including the disamenity cost of £2.18) per tonne of food waste diverted to animal feed. 2.2 Feeding processed food waste Using food waste as animal feed is not new. Many pig and poultry producers have used food waste to supplement their livestock diets. Moreover, as the price of conventional arable based animal feeds increase, producers will become increasingly inclined to seek alternative feed. One such alternative is feed derived from processed food waste (PFW). 2.2.1 Producer cost savings associated with PFW Relative willingness to pay for PFW PFW-feeding programmes vary greatly due to wide differences in feed values of PFW products. Spinelli and Corso (2000) discuss that for pigs instead of a conversion ratio of around 3.5 kg of conventional animal feed to 1 kg of weight gain, the equivalent figure for PFW products ranges up to 20 kg. This has obvious implications for the pricing of PFW products for use in the pig industry. Conversion ratios ranging less than 3.5 implies that lower levels of PFW (in terms of dietary intake measured in weight) than conventional feeds are required. All else held constant, economically rational pig producers are more likely to consider feeding PFW products under this superior conversion ratio scenario. In the same vein, other things being equal, the more likely scenario that PFW products deliver conversion rates beyond 3.5 will be deemed less preferable to producers compared to conventional feed. This implies that producers would be willing to pay a lower price for higher conversion ratio PFW products compared to conventional feed (Spinelli and Corso, 2000). Based on these figures, the relative willingness to pay for PFW feed products compared to conventional feed can be obtained. This is presented in Figure 1. It is based on the conventional animal feed conversion ratio of around 3.5 to 1 kg of weight gain (therefore, the relative willingness to pay is maintained at 3.5:1). The plotted line depicts the point of indifference between PFW feed products and conventional feed. Therefore, if PFW products are priced lower than the relative price (shaded green), the use of PFW products would be economically justified. If the reverse is the case (shaded red), then it will not be economically viable for pig producers to consider PFW products. For this reason, the achievable market price of PFW products should be constrained to be within the area shaded green. 1.00 0.75 0.50 0.25 0.00 3 6 9 Conversion rate of PFW 12 15 Figure 1. Relative willingness to pay for PFW feed products for pigs compared to conventional feed (with a conversion rate of 3.5). 4 Relative willingness to pay for PFW Repeating this exercise for a feed conversion ratio of 1.8 for conventional poultry feed, a similar pattern is obtained. Given the lower poultry conversion ratio poultry producers would be willing to pay relatively lower price for the equivalent PFW products. 1.00 0.75 0.50 0.25 0.00 1.5 3 6 Conversion rate of PFW 12 Figure 2. Relative willingness to pay for PFW feed products for poultry compared to conventional feed (with a conversion rate of 1.8). Related with these, the proportion of producers who are likely to consider feeding PFW products (all else held constant) can be calculated using a logit expression: Pr(Choose PFW) = exp(−Cost PFW) exp(−cost PFW) + exp(−Cost conventional) where, the cost of conventional feed is approximately £200 per tonne and cost of PFW is equal to the cost of conventional feed times the relative price divided by the relative conversion ratio of PFW compared to conventional feed. The results of this expression for pig producers are presented in Figure 3.1 As would be expected, pig producers are most likely to use PFW products when they receive a payment from food-waste generators or when they are relatively cheap. In fact, irrespective of the conversion rate of PFW products, approximately 60 percent all pig producers are predicted to adopt PFW products when the PFW feed has zero cost. There is also clear evidence to suggest that this increases to the extent that practically all producers will adopt PFW products in situations where the PFW products have superior conversion rates. However, and not surprising, as the conversion rate increases to 16 kg of PFW feed to 1 kg of weight gain, few pig producers would be willing to adopt PFW unless, of course, the price is relatively cheap compared to conventional feed. This gives a good insight into the possible demand for PFW products among pig producers at different price levels and conversion rates. 1 It is noted that the costs in the expression have been standardised, so that their mean and standard deviation is equal to 0 and 1 respectively. This is to ensure against extreme predictions (i.e., either acceptance or rejection of PFW products) and, thus, accommodate the more realistic scenario of a mixture of the two feeding regimes. 5 Proba 1.0 bilit y 0.8 W ad of P F 0.6 0.4 0.2 opt ion 0.0 -1 15 Re 0 la tiv e pr 1 ice of 10 er PF 2 W 5 n sio te ra P of FW nv Co 3 Figure 3. Probability of pig producers adopting PFW products versus conventional feed at different prices and conversion rates. Due to standardisation of the cost, a similar pattern emerges for poultry producers. In this case, however, all else held constant, producers appear to be slightly less likely (compared to pig producers) to switch to PFW products unless the relative price can be maintained to be relatively cheaper. Proba 1.0 bilit y 0.8 W ad of P F 0.6 0.4 0.2 opt ion 0.0 -1.0 15 -0.5 Re la 0.0 tiv e pr ice 0.5 of PF W 1.0 10 er 5 n sio te ra P of FW nv Co 1.5 Figure 4. Probability of poultry producers adopting PFW products versus conventional feed at different prices and conversion rates. 6 2.2.2 Producer feed opportunity costs In spite of any producer cost savings and the fact that more efficient conversion rates may be achievable as well as the fact that PFW products are likely to be relatively cheaper (or even subsidised) (meaning that production costs could be reduced), PFW-feeding is more likely to have worse conversion ratios (Spinelli and Corso, 2000). Consequently, PFW will almost certainly require an additional feeding period (in fact, as suggested in Westeddorf (2000), up to 40–50 percent additional feeding period may be necessary). Consequently, producers who implement a PFW feeding regime are in all likelihood going to incur additional costs, some of which are actually incurred (using of infrastructure, additional labour, etc.) as well as significant opportunity costs (which can be considered as the cost of the sacrifice related to conventional feed). The first opportunity cost relates to the physical opportunity cost, or revenue foregone, associated with the inability to restock. This arises because there is an effective constraint on production output (in terms of numbers of livestock). This has obvious implications for enterprise gross margins (i.e., the gross income (before accounting for fixed costs) from a single unit of head for livestock).. Alongside this, there will be financial opportunity costs of resources used in production, that is, the financial charges on capital tied up in buildings and equipment or implicitly incurred through the foregone interest on capital tied up in currently owned buildings (i.e., with livestock taking longer to rear, the buildings and other resources are tied up, preventing restocking, which represents an opportunity cost). As alluded to above, there is a direct link between margins and the level of the opportunity costs. Other things being equal the higher the opportunity cost, the lower the resulting margins. It is important to also bear in mind that the net margin depends on the relative price of PFW products. The adoption of PFW is warranted especially when the price of PFW products is relatively cheap. However, even if PFW feed is fully subsidised (i.e., available to producers at zero cost) the use of these feed products are only desirable as long as the opportunity costs do not excessively increase the total cost. If the costs of PFW products are the same as conventional feed, then the enterprise will be less profitable compared to conventional feed, due to the almost certainly increased (physical and capital) opportunity costs - which stems from the inferior conversion ratios associated with PFW feed. The adoption of PFW feed is, therefore, also dependent on the extent of the magnitude of the costs. Results from a further logit expression, presented in Figure 5, based on a fixed conversion rate of 7:1 and where PFW feed is subsided reveal that practically all producers would utilise PFW products provided the increase in opportunity costs do not increase the total costs by more than 5 percent and PFW is heavily subsided. However, even if the PFW has zero cost, if the additional opportunity costs (which may include physical, labour, capital etc) means that the total costs creep up by 25 percent, then the proportion of producers who will use PFW feed will drop to around 30 percent. In order to ensure around half of the producers adopt PFW feed, producers would need to receive compensation in the order of 40 percent of conventional feed. 7 Proba 1.0 bilit y 0.8 W ad of P F 0.6 0.4 0.2 opt ion 0.0 -1.0 0 -0.8 Re la -0.6 tiv e pr ice -0.4 of PF W 5 10 15 -0.2 20 0.0 p Op tu or nit o yc sts (% inc as re e) 25 Figure 5. Probability of producers adopting PFW products versus conventional feed at different prices and opportunity costs. 2.2.3 Other factors The transportation costs (including the negative externalities such as unwanted noise and vibration) of food waste is a further factor requiring consideration. However, irrespective of whether the food waste is destined for land fill or PFW, as described in Spinelli and Corso (2000), there is likely to be no net increase in transportation costs. This analysis, therefore, makes the reasonable assumption that the transportation costs are the same under both options, meaning that, from a cost-benefit analysis perspective, it is not a relevant cost (i.e., the net difference will be the same whether it is included or not). 2.2.4 Economic model An economic model is developed through a series of simulation runs (based on a Monte Carlo method which relied on repeated random sampling to compute the results). The rationale behind the model is to simulate (under a range of scenarios the costs of landfill and the adoption of PFW products by producers). These costs are derived based on the following assumptions: Relevant landfill (status-quo) costs Landfill costs (£): N~(76,76), truncated to the range (29,82) Conventional feed consumed by pig (tonne): N~(0.45,0.45), truncated to the range (0.4,0.7) Cost of pig feed per tonne (£): N~(215,215), truncated to the range (200,260) 8 Total relevant current costs (per tonne) = Landfill costs + (Conventional feed consumed * Cost of feed) Relevant costs under PFW (the underlying means of the distributions are established using the figures in Spinelli and Corso (2000) and relatively large standard deviations are used to accommodate uncertainties and to ensure a reasonable spread between the lower and upper bounds)2: Conversion ratio of conventional pig feed = 3.5 Conversion ratio of PFW: N~(7,72), truncated to the range (3.5,16) Relative price of PFW (ratio): N~(1,12), truncated to the range (0,1.5) Opportunity cost increase (%): N~(25,252), truncated to the range (0,50) Social cost reductions per tonne (£):N~(25,252), truncated to the range (20,30) Total relevant PFW costs (per tonne) = (Addition PFW feed * (price of PFW feed)) + (Opportunity cost increase) – Social cost reductions3 From these runs the costs of landfill versus PFW are compared. Specifically, the objective of this economic model was to establish the costs per tonne of food waste and then to assess the relative ratio between the two options. The intent in developing this model is to provide a tool for choosing between these options. The results are ascertained from 10,000 simulated scenarios. This was to facilitate a sensitivity analysis of the estimates. Only the relevant costs are included in the model (i.e., those that would be incurred under both options, in which the net difference will be the same whether it is included or not). From this procedure and the assumptions outlined above, the calculations, presented in Figure 6 (which plots the cumulative distribution of the relative costs) reveal that at the median redirecting food waste to PFW is about one-twentieth (i.e., the median denotes the 50th percentile and this is shown on the graph to be associated with a relative cost of around 5 percent of the cost compared to landfill. This clearly slows that the benefits are likely to be in the order of 95 percent of the costs associated with the landfill option. Therefore, significant efficiencies are to be gained when PFW products are used, as the predicted costs are substantially smaller than the estimates of landfill cost. In fact, approximately 30 percent of the simulated scenarios suggest negative relative costs of PFW vis-à-vis landfill. Under these scenarios, the social benefit of the reduced land fill outweighs the other costs connected with PFW. 2 Only relevant costs are included to avoid double counting. Therefore, costs of production/treating the PFW and transport are not included, as these are incurred under conventional feed systems. The negative environmental externalities are only left out of the calculation, since the landfill cost encompasses the landfill tax and, therefore, internalises the externality. 3 Note that the social cost reductions is subtracted, as it represents a saving. 9 1.0 Cummulative distribution 0.8 0.6 0.4 0.2 0.0 -0.2 -0.1 0.0 0.1 0.2 0.3 Relative costs of PFW versus landfill (%) Figure 6. Cost ratio of PFW versus landfill. However, it should be noted (as illustrated earlier), when assessing the magnitude of this gain in efficiency, it is important to bear in mind the proportion of producers (e.g. Figures 3-5) who will adopt PFW products. Unless this gain is to be realised by the producers, due to the relatively high opportunity costs associated with adopting a total PFW regime, it is unlikely that producers will adopt PFW unless it is considerably lower priced and they can manage to minimise the additional opportunity costs. Using the same criteria for calculating the probabilities of producers adopting PFW used above, probabilities are estimated for each of the 10,000 simulated scenarios. This allows the cost ratio of PFW vis-à-vis landfill to be weighted in accordance with the likelihood of producers adopting PFW. The results from these calculations are summarised in Figure 7. Based on this, we can see that for every tonne of food waste diverted from landfill to animal feed, the median is close to 0.4, meaning savings in the order of 60 percent may be achievable for every tonne of food waste diverted from landfill to animal feed. 10 1.0 Cummulative distribution 0.8 0.6 0.4 0.2 0.0 -3 -2 -1 0 1 2 Relative (weighted) costs of PFW versus landfill (%) Figure 7. Weighted cost ratio of PFW versus landfill. The actual (weighted) savings calculated by: (Current cost – PFW costs)* Pr(adopt), associated with every tonne of food waste diverted from landfill to animal feed is portrayed in Figure 8. Based on the above analysis, savings (to society) are most likely to range between £10 and £40 per tonne of food waste redirected to animal feed. Both the median and mean of the 10,000 scenarios are close to £24 per tonne. The lower and upper quartile estimates are approximately £19 and £29 per tonne respectively (as indicated by the dotted red lines). This range represents a best guess of the most probable range in savings associated with food waste being utilised as animal feed rather than going to landfill. 11 0.06 0.05 Probability 0.04 0.03 0.02 0.01 0.00 5 10 15 20 25 30 35 40 45 Savings (weighted) associated with diverting landfill to PFW (£ per tonne) Figure 8. Distribution of savings (weighted) associated with PFW versus landfill. 2.2.5 Key findings Compared to landfill, redirecting food waste to be used as animal feed is beneficial in societal terms. However, the magnitude of this benefit depends critically on the extent to which producers are willing to adopt food waste in their animal feeding regime. The analysis uses a Monte Carlo simulation of 10,000 scenarios - which accounts for the uncertainty in landfill costs, dietary intake, prices of conventional and PFW feed, conversion rates of conventional and PFW feed, opportunity costs (physical and capital) of using PFW and social cost of greenhouse gas emissions - shows that the willingness of farmers to utilise PFW is determined by its relative price, dietary quality of PFW and the opportunity costs involved. As a result, in order to encourage uptake of PFW among producers, regulatory options should focus on these issues. Specifically, the food waste that should be selected for PFW is food that has feed value most comparable to conventional feed, since this will also be associated with lower opportunity costs. Although, it is acknowledged that converting food waste to resemble conventional feed, is likely to be costly. Uptake of PFW among producers will be further increased if the cost (or any expense incurred) is much lower than conventional feed. Provided these regulatory options and conditions are met society will be better off. While difficult to get a handle of the magnitude of this gain, results from the Monte Carlo simulation suggest that society will be better off somewhere in the region of £19-£29 for every tonne of food waste that is diverted from landfill to food waste. 2.3 Anaerobic digestion One of the most environmentally preferable management options for food waste is anaerobic digestion (AD). Among its main attractions are production of both renewable energy and digestate. 12 2.3.1 Costs and benefits of AD One of the principal drivers or advantages of anaerobic digestion is its ability to turn food waste into a usable energy form. With energy supply becoming a higher priority this makes AD an important process for managing food waste. The principal economic driver for AD is the production of this energy. The electricity market is relatively easy to access, with a sale price of about £0.05 per kWh. With each tonne of food waste generating approximately 300– 400 kWh, which equates to in the region of £15-20 per tonne. A further by-product of AD is the production of digestate. As outlined in Banks et al. (2011), compared to slurry, digestate offers a number of benefits: often it has much less smell and it does not spread weeds and disease as slurry does. Digestate can act as a substitute to artificial fertilisers, meaning that an additional benefit is the offsetting of fertiliser production. According to findings in Butler et al. (2011) an AD plant is likely to produce £250,000 million of CO2 savings (7,000 tonnes over the 20 years) for a cost of around £20,000 - meaning that savings per tonne are about £35.71 and capital costs per tonne about £2.86. Dolan at al. (2011) suggest that the additional cost of transporting and spreading of digestate to be in region of £8.25 per tonne. 2.3.2 Economic model An economic model is developed through a series of simulation runs (again based on a Monte Carlo method). The rationale behind the model is to simulate (under a range of scenarios the costs of landfill and AD. These costs are derived based on the following assumptions: Relevant landfill (status-quo) costs Landfill costs (£): N~(76,76), truncated to the range (29,82) Total relevant current costs (per tonne) = Landfill costs Relevant AD benefits: Sale price of electricity (£per kWh): N~(0.01,0.152), truncated to the range (0.05,0.15) Electricity output (per tonne of food waste): N~(350,3502), truncated to the range (300,400) CO2 savings (£ per tonne): N~(35,352), truncated to the range (25,45) Capital costs (£ per tonne): N~(2.86,2.862), truncated to the range (2,3.5) Transporting and spreading of digestate (£ per tonne): N~(8.25,8.252), truncated to the range (7.00,9.50) Total relevant AD benefits (per tonne)4 = (Sale price of electricity * Electricity output) + CO2 savings - Capital costs - Transporting and spreading of digestate 4 This is a conservative estimate, as the further benefits are the reduction in costs associated with building new power plants and the associated reduction in GHG emissions from burning fossil fuels. 13 From these runs the costs landfill versus AD savings are compared. The intent in developing this model is to provide a tool for choosing between these options. The results are ascertained from 10,000 simulated scenarios. This was to facilitate a sensitivity analysis of the estimates. From this procedure and the assumptions outlined above, the societal savings (benefits costs), presented in Figure 9 highlight that, for the most part, the benefits associated with AD outweigh the costs involved with landfill (for just over 45 percent of the simulated scenarios the benefits of AD do not outweigh landfill). Both the median and mean savings of the 10,000 scenarios are close to £2.50 per tonne. The lower and upper quartile estimates are approximately -£10 and £16 per tonne respectively (as indicated by the dotted red lines). This range represents a best guess of the most probable range in savings associated with food waste being utilised for AD rather than going to landfill. 0.020 Probability 0.015 0.010 0.005 0.000 -50 -40 -30 -20 -10 0 10 20 30 40 50 60 Savings (weighted) associated with diverting landfill to PFW (£ per tonne) Figure 9. Distribution of savings associated with AD. 2.3.3 Key findings Compared to landfill, redirecting food waste to be used for AD is largely beneficial in societal terms. The analysis accounts for the uncertainty in costs and benefits. In approximately 55 percent of the simulated scenarios, the decision to redirect food waste would seem to be justified. References. A study to estimate the disamenity costs of landfill in Great Britain, 2003 Defra. Banks, C.J., Salter, A.M., Heaven, S., & Riley, K. (2011) Energetic and environmental benefits of co-digestion of food waste and cattle slurry: A preliminary assessment. Resources, Conservation and Recycling Volume 56, Issue 1, November 2011, Pages 7179. 14 Brereton, F., Clinch, J.P. & Ferreira, S. (2008) Happiness, geography and the environment. Ecological Economics 65: 386-396. Butler, A., Hobbs, P. & Winter, M. (2011) Expanding biogas on UK dairy farms: a question of scale, 85th Annual Conference of the Agricultural Economics Society. Dolan, T., Cook, M.B. & Angus, A.J. (2011) "Financial appraisal of wet mesophilic AD technology as a renewable energy and waste management technology”. Science of the Total Environment 409: 13 2460-2466. Ferreira, S. & Moro, M. (2010) On the Use of Subjective Well-Being Data for Environmental Valuation, Environ Resource Econ (2010) 46: 249-273. Garrod, G. & Willis, K. (2008) Estimating lost amenity due to landfill waste disposal, Resources, Conservation and Recycling Volume 22, Issues 1-2, Pages 83-95. Lundqvist, J., de Fraiture, C. & Molden, D. (2008) Saving water: from field to fork - curbing losses and wastage in the food chain. In SIWI Policy Brief. Stockholm, Sweden: SIWI. Spinelli & Corso (2000) The economics of feeding processed food waste to swine. In Food waste to animal feed, edited by Westendorf M. Sweet, N. The benefits and barriers for Anaerobic Digestion WRAP. Watkiss, P. & Downing, T.E. (2008) The social cost of carbon: Valuation estimates and their use in UK policy, Integrated Assessment Journal: Bridging Sciences and Policy, Vol. 8, Iss. 1 (2008), Pp. 85-105. Westendorf (2000) Food waste to animal feed. WRAP (2010) Waste arisings in the supply of food and drink to households in the UK. 15
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