Environmental Impact Assessment of Food Waste Management Using Two Composting Techniques

Food waste is a significant contributor to greenhouse gas emissions (GHG) and therefore global warming. As such, the management of food waste can play a fundamental role in the reduction of preventable emissions associated with food waste. In this study, life cycle assessment (LCA) has been used to evaluate and compare the environmental impact associated with two composting techniques for treating food waste using SimaPro software; windrow composting and the hybrid anaerobic digestion (AD) method. The study, based on a 1 tonne of food waste as a functional unit for a case study in the State of Qatar, concludes that anaerobic digestion combined composting presents a smaller environmental burden than windrow composting. The majority of the emissions generated are due to the use of fossil fuels during transportation, which correspond to approximately 60% of the total impact, followed by the impact of composting with 40% of the impact especially in terms of global warming potential. Environmental assessment impacts were the highest in windrow composting for the acidification impact category (9.39 × 10 − 1 kg SO2 eq). While for AD combined composting the impact was highest for the human toxicity impact category (3.47 × 10 kg 1,4 − DB eq).


Introduction
In a world that is resource constrained, larger quantities of food are produced in order to meet the demand from an increasing and more affluent population. As the population increases to 9 billion by 2050, it is expected that the demand for food will increase accordingly. In fact, it is suggested that global food production will need to increase by 15% resulting in 5% more food produced per capita to meet the demand of the growing population [1]. As a consequence, food waste generation will also increase, which in turn creates further sources for pollution generation. Proper management of waste is fundamental for avoiding environmental pollution; otherwise, contamination of air, water and land will occur. An example of water contamination is eutrophication, and for atmospheric pollution there is the ozone layer depletion or global warming potential. In fact, food waste may account for 50% of the total solid waste produced in some countries [2]. Consequently, food waste needs to be properly managed in order to reduce the amount of waste going to landfills and the impact that food waste can impose on our environment. Being able to choose the best method of waste management can be a challenge. Hence the aim of this research is to highlight the environmental impacts and benefits of two types of composting techniques, the ultimate benefit of which will result in better food and agriculture sustainability. studies published are related to food waste management using anaerobic digesters. It is often the case that LCA studies utilize comparative approaches by considering the various food waste management options as outlined in this study. Interestingly, most LCA studies include landfill without computing the environmental impact. Instead, there is a growing and overarching tendency among researchers in this field to consider landfill as the least beneficial and most harmful management option in terms of environmental impacts and the use of output products such as biogas. Hence, quantified findings about the impact of landfill are rarely reported unless on presumed values based on previous literature. Table 1. Summary of life cycle assessment (LCA) studies reviewed. GWP: global warming potential; AP: acidification potential; EP: eutrophication potential; ODP: ozone depletion potential; POF: photochemical ozone formation; ADP: abiotic depletion potential; EU: energy use; HTP: human toxicity potential; HT: human toxicity; HH: human health; WU: water use; LU: land use.

Source
Year Study Area Technologies Considered (C = Composting; AD = Anaerobic digestion; L = Landfill; I = Incineration, AF = Animal feed) Impact Categories Studied [12] 2000 Japan C/AD/I GWP, EP, AP, HTP, LU [13] 2003 Denmark I/AD/C GWP, EP, AP [14] 2003 United States I/C/AD GWP, EU, AP [15] 2005 Indonesia L/AD/C POF, GWP, EP, AP [16] 2005 Sweden C/AD/I GWP, Nutrient Recovery, EU [17] 2006 Spain I/C/AD/L GWP, AP, ODP, WU, HTP, HH, LU, ETP, POF [18] 2007 Sweden I/C/AD GWP, POF EP, AP [19] 2007 South Korea C/AF/I/L GWP, EP, AP, ET, HTP [20] 2009 Denmark C GWP [21] 2009 Denmark AD GWP [22] 2010 Singapore C/AD/I GWP, EP, AP, POF, EU [23] 2010 South Korea C/AF/I GWP [24] 2010 Spain C GWP, AP, ODP, EU, EP, POF [25] 2010 Japan AD GWP [26] 2011 Denmark I/AD GWP, EP, AP, ETP, POF, water HTP, Soil HTP, Air HTP [27] 2011 United States AD GWP [28] 2011 Belgium AD GWP [29] 2014 Belgium AD/AF/L GWP, EU [30] 2015 China AD GWP [31] 2015 Sweden C/AD/I/L/Food donations, AF GWP [32] 2015 China AD GWP This review demonstrates that most studies used some kind of environmental assessment as a means to evaluate different food waste management options in terms of performance and efficiency. However, such an assessment is usually confined to GWP rather than a broad assessment using a range of impact categories. Based on the LCA studies reviewed, anaerobic digesters emerged as the most preferred and most beneficial option for managing food waste compared to landfilling, animal Sustainability 2020, 12, 1595 4 of 23 feedstock and composting. Yet the cost estimates for investment in anaerobic digestion seemingly carry more operational costs than composting and landfilling. However, it is noteworthy that data from LCA studies concerning animal feedstock as a management option for food waste are considerably scarce. Thus, it is not possible to guarantee empirical or experimental support to substantiate how animal feedstock compares to landfill, anaerobic digestion and composting in terms of environmental impact.

Materials and Methods
The LCA methodology was used to conduct an environmental comparison of the proposed waste management options in accordance with the two international Standards Organization guidelines, ISO 14040 (2006) and ISO 14044 (2006). The LCA methodology, developed during the 1990s, is especially useful when comparing two or more alternative options in terms of their potential environmental impacts [33]. It consists of four stages: (1) goal and scope definition, (2) life cycle inventory, (3) life cycle impact and assessment and (4) interpretation. The environmental impact assessment method of calculation that will be considered in this study is the CML 2 baseline 2000 (v 2.03), developed by the Institute of Environmental Science of Leiden University, which is the database of the SimaPro7 software (version 7.1.0).

Goal and Scope Definition
The Goal of this LCA study is to quantify and evaluate the total environmental impacts and benefits of the windrow composting system and anaerobic digestion with composting system, including the production of compost products, transport and application of composted products to agriculture as an option for managing compostable organic materials generated. Windrow composting was chosen because it is the most frequent composting method used, and the anaerobic digestion combined composting system was chosen as it is currently applied in Qatar.

Functional Unit
It is necessary to provide a reference through which the process inputs and outputs are correlated. In this study, 1 tonne of food waste was established as the functional unit. Details and characteristics of the food waste used in the modeling will be described below.

Assumptions
Although transportation has been included in the system boundary in this study, it should be highlighted that the estimated travel distances are approximately the same (15-20 km) from waste collection points to all waste processing centers. The different biogas utilization pathways include: direct use in internal reciprocating combustion engines (ICEs), gas turbine, organic Rankine cycle, fuel cells and indirect use through a preliminary upgrade to bio-methane for transport fuel or injection into the public natural gas grid. As far as direct use is concerned, biogas combustion in ICE is the most widespread alternative at the international level, also offering the possibility of combined heat and power (CHP) production.
According to the Environmental Protection Agency (US EPA) and the United States Composting Council (USCC), aerobic composting does not contribute to CO 2 emissions, the main contributors to greenhouse gas response and global warming. Any emissions from aerobic composting are considered part of the natural carbon cycle [34]. In addition, the importance of GHG emissions generated during the biological treatment of wastes has also been stated by several authors, for example Saer et al. CO 2 emissions coming from biological processes are not considered as contributing to global warming since this carbon has a biogenic origin, i.e., this carbon has been previously fixed biologically.
According to the guidelines compiled by the Intergovernmental Panel on Climate Change (IPCC) of 2007, biogenic emissions must not be included because the emission from bioenergy sources is already fully included in agriculture, forestry and other land-use [35]. Therefore, bioenergy is always referred to as a carbon-neutral source of energy and promoted as a substitute for fossil fuels. Due to the assumption of zero climate change potential of biomass combustion, the methods for assessing its global-warming impact in environmental analysis tools (e.g., SimaPro, GaBi) usually do not include the biogenic CO 2 emission and even treat biogenic CO 2 emission as a negative impact.
Well-managed composting operations produce very little methane or nitrous oxide. However, GHG emissions are otherwise released through the combustion of fossil fuels for vehicles and equipment and indirectly through the consumption of electricity generated at fossil fuel-burning power plants.
It should be noted that increased fuel-use efficiency and the use of renewable fuels and energy could reduce these emissions. Furthermore, whilst it is theoretically possible for methane to be generated in a poorly managed compost pile, the EPA has concluded that there is little evidence that this actually happens, and therefore considers any releases negligible [36]. The system has minimal water usage and as a result, it is assumed that the water is recycled from the process and it is not considered. Adding to that, the treated sewage effluent water is free of charge, which is another reason for why it has not been accounted for in the analysis.
Notably, in the life cycle of anaerobic digestion combined composting scenario, during the composting phase the food waste is digested aerobically, however the steps for digestion are different from windrow composting because it is considered a closed system. In this study, the total amount of energy for grinding, mixing and screening was added as an input for composting in the combined system. The system has minimal water usage, and as a result it is assumed that the water is recycled from the process and it is not considered. Adding to that, the treated sewage effluent water is free of charge, which is another reason why it has not been accounted for in the analysis. In the windrow composting process the effluent produced is recirculated back to aid the composting process, while in the AD combined composting process the effluent water produced is treated and discharged.

Life Cycle Inventory
The data used in the development of the life cycle inventory (LCI) was collected from previous studies [37][38][39]. Other data inputs such as the emissions from the use of fossil fuels, transportation, and effluent treatment were obtained from the Ecoinvent 3 database in the SimaPro7 software (version 7.1.0). Assumptions were made in the absence of data availability. In this study the electricity used was generated using natural gas and the same is applied during the production of diesel used during transportation and windrow composting. The aforementioned methodology will be applied to windrow composting (Scenario 1) and anaerobic digestion with composting (Scenario 2) which will be detailed in the proceeding sections.
Transport distances were determined based on specific country locations and estimated distances within the State of Qatar. For this study, the 20 km distance considered was between an assumed farm located in the Mesaieed industrial area where the compost will be used and the compost-treatment plant or facility. The waste is transported by trucks with a load capacity of 1 tonne. The study assumed a distance of 55 km from the collection center to a waste treatment center, located in Mesaieed as illustrated in Table 2. The trucks are assumed to have low fuel consumption, travelling 3.54 km/L diesel consumed [39]. Table 2 illustrates the distances related to the transport of the waste to the solid waste treatment center and the distance the compost travels to the final use destination. Defining the energy mix is very important especially when computing GHG, NO x , SO x and other emissions, which are classified into their respective LCA impact categories. For instance, China has an energy mix dominated by coal in which approximately 66% of the electricity generation comes from Sustainability 2020, 12, 1595 6 of 23 coal and 22% from hydropower. As such, emissions from power generation in China are considered one of the highest globally with an emission factor of 920 kg CO 2 per MWh. By contrast, Germany's energy mix consists of predominantly renewable energy sources. In 2013, whilst coal generation represented 46% of the energy mix, renewable energy sources represented 24%. With this relatively large participation of renewable energy, Germany's CO 2 emission rate was 670 kg CO 2 per MWh [39]. Natural gas is considered a premium fuel for electricity and heat generation because burning gas produces less than half the CO 2 emissions per unit of generated electricity compared to conventional fuels [40]. Considering that Qatar's electricity is derived from natural gas, this study will utilize natural gas power generation as an input to the study.

Scenario 1: Windrow Composting Inventories
The system boundary for the windrow composting system analyzed in this study is illustrated in Figure 1. It includes the production of composted products, transport, application to agricultural production systems and post-application impacts.
Sustainability 2020, 12, x FOR PEER REVIEW 6 of 23 generation represented 46% of the energy mix, renewable energy sources represented 24%. With this relatively large participation of renewable energy, Germany's CO2 emission rate was 670 kg CO2 per MWh [39]. Natural gas is considered a premium fuel for electricity and heat generation because burning gas produces less than half the CO2 emissions per unit of generated electricity compared to conventional fuels [40]. Considering that Qatar's electricity is derived from natural gas, this study will utilize natural gas power generation as an input to the study.

Scenario 1: Windrow Composting Inventories
The system boundary for the windrow composting system analyzed in this study is illustrated in Figure 1. It includes the production of composted products, transport, application to agricultural production systems and post-application impacts. A windrow composting system begins with waste collection and transportation to the solid waste treatment center. Upon receipt of the food waste at the facility, it is blended with other types of materials to acquire the perfect recipe including moisture content (60%), carbon to nitrogen ratio (27:1), porosity (bulk density of 400-600 kg/m3 and a free air space of 50%-60%,) and particle size (1/8-2 inches) for the composting process [9]. After obtaining the desired blend the waste is transferred to the windrow composting facility where it will be covered for the first phase of the composting process. During a certain time period (around a few weeks), the windrow will undergo an intensive composting process until the cover is removed and the windrow is moved to phase 2 of the system.
In phase 2, the windrow will be covered once again for two weeks, after which the compost will undergo a curing process, then entering phase 3 where it will be left uncovered on an aerated pad for an additional 2 weeks. Once removed from phase 3, the compost will continue curing in a large storage windrow before it is screened for the appropriate particle size. Prior to releasing the compost to the market, a sample is usually taken to test the quality of the compost and ensure that it complies with the necessary regulations. This includes laboratory tests to measure the levels of heavy metals, fecal coliform, salmonella, and nutrient content including nitrogen, phosphorus, potassium and sodium to ensure a good compost quality for the consumers [41,42]. Figure 2 illustrates the process flow diagram of each phase during composting. A windrow composting system begins with waste collection and transportation to the solid waste treatment center. Upon receipt of the food waste at the facility, it is blended with other types of materials to acquire the perfect recipe including moisture content (60%), carbon to nitrogen ratio (27:1), porosity (bulk density of 400-600 kg/m 3 and a free air space of 50-60%,) and particle size (1/8-2 inches) for the composting process [9]. After obtaining the desired blend the waste is transferred to the windrow composting facility where it will be covered for the first phase of the composting process. During a certain time period (around a few weeks), the windrow will undergo an intensive composting process until the cover is removed and the windrow is moved to phase 2 of the system.
In phase 2, the windrow will be covered once again for two weeks, after which the compost will undergo a curing process, then entering phase 3 where it will be left uncovered on an aerated pad for an additional 2 weeks. Once removed from phase 3, the compost will continue curing in a large storage windrow before it is screened for the appropriate particle size. Prior to releasing the compost to the market, a sample is usually taken to test the quality of the compost and ensure that it complies with the necessary regulations. This includes laboratory tests to measure the levels of heavy metals, fecal coliform, salmonella, and nutrient content including nitrogen, phosphorus, potassium and sodium to ensure a good compost quality for the consumers [41,42]. Figure 2 illustrates the process flow diagram of each phase during composting. The LCI of windrow composting systems as detailed in Table 3, including post application impacts, has identified relevant environmental issues (impact categories), and quantified data for production and application of composted products. Life cycle inventory data suggests that most environmental issues arising from the production and transportation to application sites and application on agricultural land are related to the production and consumption of diesel fuel required during all stages of these processes. Equipment used in windrow composting operations consumes fuel that needs to be accounted for, and includes windrow turning machines and shredding and screening equipment. Turning procedures used in mechanically turned windrows help to [43]: • Distribute materials more evenly throughout the composting mass; • Mix materials; • Rebuild the porosity of the windrow; • Release trapped heat, water vapor and gases; • Replenish oxygen levels.  The LCI of windrow composting systems as detailed in Table 3, including post application impacts, has identified relevant environmental issues (impact categories), and quantified data for production and application of composted products. Life cycle inventory data suggests that most environmental issues arising from the production and transportation to application sites and application on agricultural land are related to the production and consumption of diesel fuel required during all stages of these processes. Equipment used in windrow composting operations consumes fuel that needs to be accounted for, and includes windrow turning machines and shredding and screening equipment. Turning procedures used in mechanically turned windrows help to [43]: • Distribute materials more evenly throughout the composting mass; • Mix materials; • Rebuild the porosity of the windrow; • Release trapped heat, water vapor and gases; • Replenish oxygen levels. Emissions from equipment used in the processes were excluded from the study, however the combustion and emissions of diesel used to operate the machinery was considered. Table 3 illustrates all the inputs and the outputs from the windrow composting life cycle for the functional unit designated for this study.
Four main gases are released from feedstock decomposition during the composting stage: carbon dioxide (CO 2 ), methane (CH 4 ), nitrous oxide (N 2 O) and ammonia (NH 3 ). Emissions of CO 2 occur when microorganisms decompose organic matter. Following the recommendation of the Intergovernmental Panel on Climate Change (IPCC) which considers CO 2 emissions from degradation of organic material as biogenic, CO 2 emissions were not included in the global warming potential accounting. Table 4 presents the emission indices of the decomposition. After the composting stage is complete, the product is distributed and utilized as a soil conditioner in agricultural applications. During this stage, the following are considered: production and use of diesel and bio-fertilizer as replacements for mineral fertilizers. Bio-fertilizers contain nutrients that can replace the use of multi-nutrient/chemical fertilizers that are produced in industrial processes. Most often, chemical fertilizers applied to soils contain two or more nutrients as in this case N, P and K as illustrated in Table 5. This assumes, however, that the compound is used rationally as part of a fertilizer application plan. There are multiple environmental benefits when inorganic fertilizers are replaced with compost [46]. Table 6 illustrates the comparison of the environmental impact between the use of compost and inorganic fertilizer taken [47]. Most of the benefits are in reducing the production of nitrogen required for the mineral/inorganic fertilizer and in avoiding the subsequent application, in which nitrogen oxides will be emitted into the atmosphere. In the application of inorganic fertilizers, and because of the nitrification and denitrification processes, in addition to valorization, about 10% of the ammonia in the fertilizer will Sustainability 2020, 12, 1595 9 of 23 be oxidized into nitrous oxide (NO x ), which is released into the atmosphere, contributing to acidification. In addition, the use of fertilizer produces N 2 O emissions during nitrification and denitrification in the soil which will contribute to the GWP. Furthermore, the aquatic eutrophication potential can be increased due to any phosphorus and nitrogen leaching into the aquatic ecosystem. Furthermore, excessive application of fertilizer can also negatively affect the crop production efficiency [46]. Table 6. Comparison of environmental impact from the use of compost and inorganic fertilizer [48].

Impact Category Unit Compost Inorganic Fertilizer
Abiotic depletion Potential (ADP) kg Sb eq. 2.87 × 10 −7 −1.31 × 10 −6 Abiotic depletion Potential (fossil fuel) (ADP-FF) MJ 0 0 Global warming potential (GWP 100a) kg CO 2 eq. 0 −0.0427 Ozone layer depletion (ODP) kg CFC − 11 eq. 0 0 Human toxicity (HT) Finally, the composting process will result in wastewater as an effluent, which is discharged into a treatment station and then recycled back into the composter. It is crucial to calculate the efficiency of contaminants removal from the influent wastewater, as pollution tends to decrease with increasing efficiency. Table 7 illustrates the inventory for the aquatic effluent and the efficiency of contaminants removal. The following definitions are utilized [44]: • Influent: water, wastewater or other liquid flowing into a reservoir, basin or treatment plant; • Effluent: an outflowing of water or gas to a natural body of water; • Removal efficiencies: mean influent/effluent loading, the following equation was used to calculate this index: where RE is the removal efficiency, I is the influent, and E is the effluent.

Scenario 2: Anaerobic Digestion with Composting
Anaerobic digestion is a complex series of reactions where organic material is degraded by microorganisms in the absence of oxygen. The process generates biogas, which is a mixture of methane and CO 2 , and a residual biodigestate that may be used as fertilizer. Anaerobic digestion and composting are separate systems but when combined together they can enhance the performance of both systems and yield environmental benefits. Some of the waste product from digestion will become an input for the composting process and vice versa. As such, the adoption of the integrated system will result in more useful products and the generation of less waste [37]. Figure 3 illustrates the system boundary of the integrated anaerobic digestion combined composting and windrow composting evaluated in this study.
composting are separate systems but when combined together they can enhance the performance of both systems and yield environmental benefits. Some of the waste product from digestion will become an input for the composting process and vice versa. As such, the adoption of the integrated system will result in more useful products and the generation of less waste [37]. Figure 3 illustrates the system boundary of the integrated anaerobic digestion combined composting and windrow composting evaluated in this study.  The solid material produced by the anaerobic digestion, known as the digestate, undergoes an aerobic process to produce the compound that will be used by the conventional composting process, to substitute the inorganic fertilizer [52]. The other output is the biogas, naturally created in the sealed tanks, and which is used as a fuel in a CHP (combined heat and power) unit, where the biogas enters the gas engine system to generate renewable energy, i.e., electricity and heat, and this is called gas utilization. In this study, it is considered that 149 m 3 of biogas is produced per 1 tonne of solid waste (SW) treated [53,54]. In the first system (digester), water, food waste feedstock, air and energy enter as inputs and the resulting outputs include biogas, effluent and digestate. The biogas contains ammonia and hydrogen and other compounds as illustrated in Table 8 below. The energy entering the digester is usually used for heating and feedstock preparation. During the whole process 60% of methane and around 40% of CO 2 will be produced from anaerobic digestion [55]. The biogas naturally created in the sealed tanks is used as a fuel in a CHP (combined heat and power) unit where the biogas enters a gas engine system to generate renewable energy, i.e., electricity and heat, and this is called a 'gas utilization unit'.
The electricity generated from biogas will be used to handle the digestate and to aerate the compost in the composter, and the heat generated will be recycled back to the digester. The remaining energy and heat will be used for other purposes. The next step of the process is the aerobic digestion stage to produce compost. The energy required by the turners will be obtained from the AD and an addition of leaves and yard waste for increasing the carbon content [39]. The effluent from AD will be fed into the composter after it has been treated as illustrated in Figure 4.
The electricity generated from biogas will be used to handle the digestate and to aerate the compost in the composter, and the heat generated will be recycled back to the digester. The remaining energy and heat will be used for other purposes. The next step of the process is the aerobic digestion stage to produce compost. The energy required by the turners will be obtained from the AD and an addition of leaves and yard waste for increasing the carbon content [39]. The effluent from AD will be fed into the composter after it has been treated as illustrated in Figure 4. The resulting output of the system includes compost, residuals, which are landfilled, and air emissions from the use of turners and from the composting process. Considering the quantity of compost produced, it will be 300 kg/tonne of waste processed, based on data provided by the Domestic Solid Waste Management Centre in Qatar (DSWMC). Table 9 below illustrates the input data for the integrated anaerobic digestion with composting for the functional unit designated for this study. The resulting output of the system includes compost, residuals, which are landfilled, and air emissions from the use of turners and from the composting process. Considering the quantity of compost produced, it will be 300 kg/tonne of waste processed, based on data provided by the Domestic Solid Waste Management Centre in Qatar (DSWMC). Table 9 below illustrates the input data for the integrated anaerobic digestion with composting for the functional unit designated for this study. The anaerobic degradation is carried out inside the fermenters. Emissions from the batch fermenters occur when the fermenters are opened to be refilled. Table 10 below illustrates the emission data of the anaerobic digestion process. The combustion of biogas in an internal combustion engine (ICE) is the most widely utilized pathway for biogas, also offering the possibility for the production of combined heat and power (CHP) [58]. The demand for the quality of the biogas in gas burners is low, only requiring a gas pressure of 8 to 25 mbar and maintaining H 2 S levels to below 100 ppm in order to achieve a dew point of 150 • C. The use of biogas in turbines requires the removal of both H 2 S (to below 100 ppm) and water vapor. For applications that require the gas to be used in ICEs, boilers or fuel cells, the biogas will probably need to be pretreated in order to remove corrosive or dangerous contaminants. The primary contaminant of biogas is hydrogen sulfide as shown in Table 11. This chemical will also react with water to form corrosive acids that can attack metals and plastics. Hydrogen sulfide is also toxic and sufficient quantities will present a possible health hazard if not treated [59].

Life Cycle Impact Assessment (LCIA)
In the third stage the of LCA the assessment of the environmental impact of the specific product will be determined taking into account the entire impact of each process in the life cycle [60]. Life cycle impact assessment (LCIA) is used to characterize and assess the effects of resource consumption and environmental loadings identified in the inventory stage. The following description of LCIA is based on the AS/NZS ISO 14042 [61].
Impact assessment is carried out in three different phases: When all the impact categories have been selected, the contribution of each input and output in the system in terms of environmental loads needs to be assigned to each impact category and to be converted into indicators that will represent its potential impact on the environment. As illustrated in Equation (2) below, this can be achieved by multiplying the classification phase with the characterization factor for each impact category presented by Karim [62].
Category Indicator = s Characterization factor (s) × Emission inventory (s) (2) where subscript s donates the chemical or material/component. The characterization factor (CF) is determined by the impact assessment method; in this example the CML midpoint is used. The analysis of the incremental system was carried out with the help of SimaPro7 software (version 7.1.0). The impacts of different parts of the system on each midpoint category are first characterized in terms of percent contributions. Total impact (positive or negative) in each category is taken as 100% and the contributions of system components are allocated as a percentage of the total impact. The impact categories that will be evaluated as part of this study are described in following section.

Results
The results of the LCA impact assessment for the two processes are presented in Figures 5-7. Figure 5 illustrates the comparison between the two food waste management methods evaluated in this study in terms of the full range of impact categories assessed. The negative values observed in the results represent environmental benefits in the analyzed impact categories, while positive values refer to the negative environmental impacts. The ranking varies greatly between the assessed techniques. The impact categories for the integrated anaerobic digestion and composting system have been ranked. Evidently, it is the food waste management option that has the smallest contribution to the ADP, ADP-FF (from fossil fuels), ODP and GWP impact categories. By contrast, the windrow composting is identified as the food waste management option with the larger environmental burden as represented by the impact categories ( Figure 5). composting is identified as the food waste management option with the larger environmental burden as represented by the impact categories ( Figure 5). Trends for the increasing of photochemical oxidation, acidification and eutrophication impact categories for both food waste management options are illustrated in Figure 5. It is important to note that the environmental benefits from the final use of compost for windrow composting helped to decrease the impact of abiotic depletion. The integrated anaerobic digestion and composting system is particularly important as the configuration results in positive environmental benefits, primarily due to fossil fuel replacement, in addition to the substitution of inorganic fertilizer with compost. Results reported have shown that an integrated treatment of food waste based on AD and composting demonstrated 80% lower impacts for global warming potential than the windrow composting method. Although the use of anaerobic digestion to treat food waste results in environmental impacts across all categories, the degree of environmental burden is coincidentally reduced due to the potential for energy generation when using biogas as a fuel and the substitution of digestate for mineral fertilizers. The results illustrated in Figure 6 indicate that the utilization of biogas with heat Trends for the increasing of photochemical oxidation, acidification and eutrophication impact categories for both food waste management options are illustrated in Figure 5. It is important to note that the environmental benefits from the final use of compost for windrow composting helped to decrease the impact of abiotic depletion. The integrated anaerobic digestion and composting system is particularly important as the configuration results in positive environmental benefits, primarily due to fossil fuel replacement, in addition to the substitution of inorganic fertilizer with compost. Results reported have shown that an integrated treatment of food waste based on AD and composting demonstrated 80% lower impacts for global warming potential than the windrow composting method.
Although the use of anaerobic digestion to treat food waste results in environmental impacts across all categories, the degree of environmental burden is coincidentally reduced due to the potential for energy generation when using biogas as a fuel and the substitution of digestate for mineral fertilizers. The results illustrated in Figure 6 indicate that the utilization of biogas with heat and electricity generated in the AD-CHP system (yellow) leads to a significant reduction in most impacts including abiotic depletion, global warming potential and ozone layer depletion. Larger savings are achieved for fossil fuel depletion and ozone layer depletion, with an almost 100% reduction.
On the other hand, the windrow composting system results in relatively larger environmental impacts across most impact categories considered. As illustrated in Figure 7 the impacts are particularly large in the composting, collection and transportation phases causing fuel depletion by 60%, ozone depletion and human toxicity with a contribution of 50%. Notably the abiotic depletion is reduced by almost 100% in the final use phase of compost, because the utilization of new resources and energy to manufacture the artificial fertilizers would be avoided. The high percentage of the ozone depletion, human toxicity and abiotic depletion impact categories is due to the use of diesel during the collection and transportation and the use of machinery such as mixers.

Sensitivity Analysis
Pianosi et al. (2016) define sensitivity analysis (SA) as an investigation of how the variation in the output of a numerical model can be attributed to variations of its input factors. Within this broad definition, the type of approach, level of complexity andz purposes of a SA vary quite significantly depending on the modeling domain and the specific application aims [63]. A sensitivity analysis of these factors is not only critical to model validation and understanding but also serves to guide future research efforts [64]. The sensitivity analysis was conducted to find out the effect of the following factors on the energy use and electricity and heat avoidance on global warming potential. The analyses for the two scenarios under study are presented below.

Electricity Use in Processes
For the sensitivity analysis, the following variations were considered: increase in energy consumption in processes by 10% and 30%, and reductions in energy consumption by 10% and 30%.

Windrow Composting
The phases of the windrow composting that use electricity are: pre-screening, post-screening and removal of contaminants. However, these phases have a low consumption of electricity, so even with large variations in energy use, the global warming potential had a small percentage of variation. The results show that for a 30% increase in energy use, global warming increased by 0.25%, while for a 10% increase in electricity use there was an increase of 0.085%. For a reduction of this use by -10%, the impact potential decreased by 0.085% and for a reduction of 30% in energy use, the total impact decreased by 0.25%. Table 12 shows the total values of the global warming potential, as well as the sensitivity in percentage in relation to the reference scenario. Figure 8 presents the results of the sensitivity analysis for global warming potential for the windrow composting scenario. The phases of the windrow composting that use electricity are: pre-screening, post-screening and removal of contaminants. However, these phases have a low consumption of electricity, so even with large variations in energy use, the global warming potential had a small percentage of variation. The results show that for a 30% increase in energy use, global warming increased by 0.25%, while for a 10% increase in electricity use there was an increase of 0.085%. For a reduction of this use by -10%, the impact potential decreased by 0.085% and for a reduction of 30% in energy use, the total impact decreased by 0.25%. Table 12 shows the total values of the global warming potential, as well as the sensitivity in percentage in relation to the reference scenario. Figure 8 presents the results of the sensitivity analysis for global warming potential for the windrow composting scenario.

Anaerobic Digestion with Composting
For the Anaerobic digestion with composting scenario, the sensitivity analysis with respect to the use of energy was performed in the anaerobic digestion stage. The results show that with a 30% increase in energy use, global warming had an increase of 6.75%, and for a 10% increase in electricity use there was an increase of 2.25%. For a reduction of this use by 10%, the impact potential decreased by 6.25% and for a 30% reduction in energy use, the total impact decreased by 2.25%. Table 13 shows the total values of the global warming potential, as well as the sensitivity in percentage in relation to the reference scenario. Figure 9 presents the results of the sensitivity analysis for global warming potential.

Electricity and Heat Avoidance in Anaerobic Digestion Combined Composting System
The amount of electricity and heat produced from biogas could avoid the production of an equivalent amount of heat from a non-renewable source such as natural gas. In the same way, it could be considered that the amount of electricity generated from the biogas could replace the same amount of electricity produced in the Qatar grid. The most important assumption concerns the quantity and quality of the energy substituted by that produced from biogas. In this study, electricity and heat production are modeled by expanding the system to evaluate the burdens avoided by substituting the energy input in the system by biogas generated from the digester. Because avoided electricity and heat have positive results for the environment, a bigger amount of electricity and heat avoided produce greater benefits to the environment, in the same way that a decrease in them causes an increase in the impact. Therefore, the results show that with a 30% increase in heat and electricity avoided, the impact on global warming decreases by 109.28%, and with a 10% increase, the impact decreases by 36.43%. A decrease of 10% in electricity and heat avoidance increases the global warming potential by 36.43%, and a decrease by 30% increases the global warming potential by 109.8%. Table 14 illustrates the total values of the global warming potential, as well as the sensitivity in percentage in relation to the reference scenario. Figure 10 presents the results of the sensitivity analysis for global warming potential.

Electricity and Heat Avoidance in Anaerobic Digestion Combined Composting System
The amount of electricity and heat produced from biogas could avoid the production of an equivalent amount of heat from a non-renewable source such as natural gas. In the same way, it could be considered that the amount of electricity generated from the biogas could replace the same amount of electricity produced in the Qatar grid. The most important assumption concerns the quantity and quality of the energy substituted by that produced from biogas. In this study, electricity and heat production are modeled by expanding the system to evaluate the burdens avoided by substituting the energy input in the system by biogas generated from the digester. Because avoided electricity and heat have positive results for the environment, a bigger amount of electricity and heat avoided produce greater benefits to the environment, in the same way that a decrease in them causes an increase in the impact. Therefore, the results show that with a 30% increase in heat and electricity avoided, the impact on global warming decreases by 109.28%, and with a 10% increase, the impact decreases by 36.43%. A decrease of 10% in electricity and heat avoidance increases the global warming potential by 36.43%, and a decrease by 30% increases the global warming potential by 109.8%. Table 14 illustrates the total values of the global warming potential, as well as the sensitivity in percentage in relation to the reference scenario. Figure 10 presents the results of the sensitivity analysis for global warming potential.
Parameter identification is a delicate task due the potentially large number of parameters and the importance it exerts in the processes. However, for the specific variation range in this study, it was concluded that the electricity used in windrow composting did not contribute much (less than 1%) to the global warming potential. For anaerobic digestion with composting, it was more sensitive (less than 7%), due to the larger amount of energy used in the process. Therefore, it was concluded that the higher the energy consumption for the phases, the global warming potential would be more sensitive to changes. The anaerobic digestion is a very complex process, as well as the energy produced through biogas. However, for more energy avoidance, the results for global warming potential are better, since the emissions of electricity from natural gas will be avoided.

Discussion
Food waste treatment by the anaerobic digestion combined composting process results in an environmental impact across all impact categories. However, the environmental burden is compensated through the power generated when biogas is used as a fuel and when synthetic/chemical fertilizer is replaced by compost. In addition, the energy demand during the composting process in the integrated AD combined and composting system is sourced from the heat generated by CHP. The use of a fossil-fuel system with heat and electricity generated in the AD-CHP system causes a significant reduction in most LCA impact categories. Furthermore, significant savings are achieved for fossil fuel depletion and ozone layer depletion for an almost 100% reduction.
Although the energy demand during the composting step in the anaerobic digestion pathway was sourced from the heat generated by the CHP, different parameters could potentially affect the impacts significantly. These are related to the use of different feedstocks for biogas production and the efficiency of energy generation in the CHP plant. Notably, the key driver for ADP is reduced by almost 100% in the final end-use phase. This reduction is because minerals extraction is avoided when compost replaces commercial fertilizer. Due to the risks for human health from toxic materials, handling and processing of food waste via AD must be highly regulated. For instance, the use of

Discussion
Food waste treatment by the anaerobic digestion combined composting process results in an environmental impact across all impact categories. However, the environmental burden is compensated through the power generated when biogas is used as a fuel and when synthetic/chemical fertilizer is replaced by compost. In addition, the energy demand during the composting process in the integrated AD combined and composting system is sourced from the heat generated by CHP. The use of a fossil-fuel system with heat and electricity generated in the AD-CHP system causes a significant reduction in most LCA impact categories. Furthermore, significant savings are achieved for fossil fuel depletion and ozone layer depletion for an almost 100% reduction.
Although the energy demand during the composting step in the anaerobic digestion pathway was sourced from the heat generated by the CHP, different parameters could potentially affect the impacts significantly. These are related to the use of different feedstocks for biogas production and the efficiency of energy generation in the CHP plant. Notably, the key driver for ADP is reduced by almost 100% in the final end-use phase. This reduction is because minerals extraction is avoided when compost replaces commercial fertilizer. Due to the risks for human health from toxic materials, handling and processing of food waste via AD must be highly regulated. For instance, the use of reactive adsorption technology for the removal of H 2 S from biogas produced in anaerobic digesters [65]. Gaseous emissions from the composting and anaerobic digestion process represent the main contribution to eutrophication, acidification and photochemical oxidation potentials. The values of these potentials can be drastically decreased at a plant by designing and implementing an efficient gaseous emissions treatment in the composting facilities. For example, emissions of nitrogen oxides and sulfur dioxide can be reduced by treating the flue gases. For instance, the flue gases can be mixed with ammonia, converting the nitrogen oxides into nitrogen and water. A process called activated carbon process reduces NO 2 produced during combustion to NO via a reaction with carbon at about 80 • C. Ammonia can then be added to N 2 and water in order to reduce the NO. NO X removal can be in the region of 40-60% [66]. Volatile organic compounds (VOCs) emitted during the composting process are the main pollutants responsible for EP, AP and POP (Photochemical Oxidation Potential).
Composting organic material reduces the carbon/nitrogen ratio, while sanitizing and improving its physical properties. However, the biggest challenge in composting is the loss of nitrogen, mainly as NH 3 and to a lesser extent as N 2 O, which contributes to GWP. NH 3 depositions have been linked to soil acidification, soil water eutrophication, smog formation and the reduction in air quality. Nitrogen oxides, which can be generated during biogas combustion, typically refer to the mono-nitrogen oxides nitric oxide (NO) and nitrogen dioxide (NO 2 ), and their precursors nitric and nitrous acid, respectfully. Sulfur dioxide (SO 2 ) is a major constituent of SO x and is formed when biogas containing hydrogen sulfide is combusted. Saer et al. (2013) suggested several methods that can be used to control gaseous emissions generated during composting. Emissions can be controlled when having a C:N ratio above 25 to decrease the emissions of both NH 3 and N 2 O. Under anaerobic conditions when there is insufficient oxygen, methane gas can be generated. As a result, anaerobic digestion conditions will occur, so the main solution is to constantly mix the waste piles in order to aerate them so as to prevent the formation of anaerobic pockets in the pile [37]. Moreover, Amlinger et al. (2008) recommended that the initial moisture content be between 65-70% and 50-60% during subsequent stages [67]. Furthermore, nitrous oxide formation can be suppressed by maintaining the temperature range between 40-60 • C. Finally, technologies can be used to reduce emissions; for instance, placing the organic mixture of waste in slabs of perforated concrete and injecting it with air facilities oxygen transfer to encourage microbial activities, which will reduce the occurrence of anaerobic conditions and as a result reduce the formation of CH 4 .
Based on previous literatures and results provided in this study Table 1, both scenarios are almost identical in terms of emission sources. In terms of environmental benefits, it is evident that in both methods this is due to the use of compost as a fertilizer. When specifically looking at the method, the AD combined composting has many benefits both environmentally and economically [9]. For instance, it reduces effluent treatment from the digester and pathogen restriction due to thermophilic composting, which treats the effluent from the digester, resulting in a higher digestate value. Moreover, it will reduce the cost of electricity generation when replacing it with electricity generated from biogas. Additionally, the integrated system will potentially maximize plant capacity, resulting in a low footprint. The fact that the food waste is processed in a completely closed system helps in reducing odors and controlling biogenic emissions generated from the composter and digester, unlike the windrow composting method [38]. All waste treatment methods are odor associated; however, odors from landfill are the worst and resulting in many adverse effects to humans including health impacts. Those odors are created due to the release of hydrogen sulfide (H 2 S) during waste decomposition [9].

Conclusions
Through the LCA methodology, the study has investigated the environmental impacts and benefits of two treatment scenarios for food waste management-anaerobic digestion combined with composting and windrow composting. Environmental assessment impacts were the highest in windrow composting for acidification (9.39 × 10 − 1 kg SO 2 eq) and abiotic depletion of fossil fuel (9.24 × 10 + 2 MJ) impact category. While for AD combined composting the impact was highest under human toxicity (3.47 × 10 + 1 kg 1.4 DB eq) and the eutrophication impact category (4.55 × 10 − 1 kg PO4 eq). In most categories the anaerobic digestion with composting system provides larger benefits in terms of environmental performance than the utilization of windrow composting, especially when considering GWP. Despite these advantages, the implementation of AD systems has been slow, due to the high investment and maintenance costs. The majority of environmental impacts in the LCA impact categories considered for both management options are mainly associated with collection, feedstock and products transportation from the use of diesel. Incidentally, these impacts are avoided when electricity is produced in the AD-CHP system. Furthermore, benefits to the ODP, HTP and ADP impact categories are evident when the production of synthetic fertilizer production can be avoided by the use of digestate produced during the AD treatment system.
The results of a sensitivity analysis in the LCA are important because they can be used to identify parameters that can considerably change the result, and which might need further investigation. As such, a sensitivity analysis approach has been developed for this project, which enables apportioning the results variability of the SimaPro model for different energy source inputs. Parameter variability is quantitatively evaluated by the calculation in the model, with important impact results in the AFD, ADP (Abiotic depletion potential), GWP (Global warming potential), ODP (Ozone depletion potential) and POP (Photochemical Oxidation Potential) categories. The analysis demonstrated that the GWP impact is lower when photovoltaic energy is used. Evidently, this is an important conclusion, especially Sustainability 2020, 12, 1595 20 of 23 when considering the aspirations by the State of Qatar to increase the utilization of solar energy as part of its electricity production portfolio. Considering the study limitations; the main limitation is related to the fact that the majority of the data utilized for inventory development has been sourced from literature. Furthermore, the computed performance does not necessarily reflect the level of performance that could be realized from the appropriate application methods, which are tailored to Qatar conditions. Though trends identified for these impacts in this study will most likely be similar for Qatar, quantitative impacts may not be entirely appropriate for specific Qatar conditions. However, as the model has been developed as part of this study, it can be updated with Qatar-specific data once available.
Due to the level of impurities in the produced biogas, the gas would need to be subjected to some treatment processes before being of a sufficient purity to be injected into the grid pipeline system. These processes could include drying to remove moisture; silica gel or activated carbon treatment to remove siloxanes and sulfides; iron oxide/iron sponge/bioscrubbing to remove hydrogen sulfide; and membrane/pressure swing adsorption/amine scrubbing to remove carbon dioxide. As this study did not to incorporate these process factors in the impact assessment due to time constraints, it will be part of future studies.
Going forward, the main recommendations for future studies is to quantify the net energy gains and fate of nutrients of potential biogas pathways that consider different variables: (i) biomass feedstock, (ii) technology choices and management practices and (iii) uses of the produced biogas (e.g., compressed biogas for transportation and upgraded biogas for pipeline injection) and digestate. This comprehensive analysis is important in order to identify the most desirable pathways based on established priorities and to propose improvements to the currently available pathways. Further development of the model will involve expansion of the model to include the impacts of wastewater return and sludge nutrient benefits. Furthermore, it is recommended to conduct further LCA comparisons with other food waste treatment scenarios, such as pyrolysis or other composting techniques including vermicomposting.