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Journal of Cleaner Production 28 (2012) 81e87<br />

Contents lists available at SciVerse ScienceDirect<br />

Journal of Cleaner Production<br />

journal homepage: www.elsevier.com/locate/jclepro<br />

Evaluating the global warming potential of the fresh produce supply chain for<br />

strawberries, romaine/cos lettuces (Lactuca sativa), and button mushrooms<br />

(Agaricus bisporus) in Western Australia using life cycle assessment (LCA)<br />

Maria G.A. Gunady a , Wahidul Biswas b, *, Vicky A. Solah a , Anthony P. James a<br />

a School of Public Health, Curtin Health Innovation Research Institute, Curtin University, GPO Box U1987, Perth 6845, Western Australia, Australia<br />

b Centre for Excellence in Cleaner Production, Curtin University, GPO Box U1987, Perth 6845, Western Australia, Australia<br />

article<br />

info<br />

abstract<br />

Article history:<br />

Received 23 May 2011<br />

Received in revised form<br />

19 December 2011<br />

Accepted 27 December 2011<br />

Available online 2 January 2012<br />

Keywords:<br />

Life cycle assessment<br />

Carbon footprint<br />

Strawberries<br />

Mushrooms<br />

Lettuces<br />

A life cycle greenhouse gas (GHG) assessment of 1 kJ of strawberries, button mushrooms (Agaricus bisporus),<br />

and romaine/cos lettuces (Lactuca sativa) transported to retail outlets in Western Australia (WA)<br />

was examined and compared. The study included pre-farm, on-farm, and post-farm emissions. The prefarm<br />

stage included GHG emissions from agricultural machinery and chemical production, and transport<br />

of raw materials (spawn, peat, and compost) in mushrooms. The on-farm stage included GHG emissions<br />

from agricultural machinery operation, chemical use, water for irrigation, waste generated, as well as<br />

electricity and energy consumption. The post-farm stage included transport of produce to Distribution<br />

Center (DC), storage in DC, and transport to retail outlets. The ‘hotspots’ or the stages that emit the<br />

highest GHG were determined for strawberries, button mushrooms and romaine/cos lettuces. The results<br />

have shown that the life cycle GHG emissions of strawberries and lettuces were higher than mushrooms<br />

due to intensive agricultural machinery operations during the on-farm stage. Mushrooms, however have<br />

significantly higher GHG emissions during pre-farm stage due to transport of peat, spawn, and compost.<br />

Ó 2011 Elsevier Ltd. All rights reserved.<br />

1. Introduction<br />

Climate change has emerged as the most pressing global environmental<br />

problem as the concentration of greenhouse gas (GHG)<br />

in the atmosphere continues to increase. According to Intergovernmental<br />

Panel for Climate Change (IPCC) (IPCC, 2001), the accumulated<br />

emissions of GHG have already caused a global mean<br />

surface air-temperature increase of between 0.3 and 0.6 C during<br />

the past century, with the climate expected to change with an<br />

average rate of warming greater than the last hundred centuries.<br />

According to CSIRO (CSIRO, 2007), Australia’s per capita emissions<br />

of greenhouse gas (GHG) were 4.5 times the global average and it<br />

contributes 1.43 percent of the world’s GHG emissions. Australia<br />

has participated in numerous bilateral and multilateral climate<br />

change partnerships and the country also ratified the Kyoto<br />

Protocol in 2007 (Department of Climate Change, 2009).<br />

Whilst the agricultural sector accounts for 3% of GDP in Australia,<br />

in 2008 it accounted for 16% of Australia’s total net GHG<br />

emissions in the National Greenhouse Gas Inventory (Biswas et al.,<br />

* Corresponding author.<br />

E-mail address: w.biswas@curtin.edu.au (W. Biswas).<br />

2010). These GHG emissions from agricultural sector will continue<br />

to increase as Australia’s agricultural export production is predicted<br />

to double over the next decade (CRC Plant Biosecurity). Additionally,<br />

as the Australian population is predicted to reach 42.5 million<br />

by 2056 (Australian Bureau of Statistics, 2008), the national food<br />

and fuels consumption is expected to increase. Climate change is<br />

currently the most pressing issue associated with the agricultural<br />

practices in Australia, especially as public concern and media<br />

scrutiny are mounting about the way food is produced and<br />

distributed through markets. Gunasekara et al. (2008) also<br />

concluded that Australia is predicted to be severely affected from<br />

the future changes in climate in terms of reductions in agricultural<br />

production and exports. In addition, climate change also threatens<br />

Australia’s agricultural sustainability through water scarcity,<br />

drought, and soil degradation; thereby affecting Australia’s<br />

economy as well as food prices (Horne et al., 2009).<br />

Whilst the horticulture sector produces a small amount of GHG<br />

emissions (i.e. 1% of total agricultural emissions (Horticulture<br />

Australia Limited, 2005)), the emissions intensity per hectare of<br />

land is equivalent to, or even greater than, other agricultural<br />

industries. The GHG emissions from the horticulture sector is expected<br />

to grow for a number of reasons: Firstly the horticulture<br />

sector, being the second largest sector of Australian agriculture<br />

0959-6526/$ e see front matter Ó 2011 Elsevier Ltd. All rights reserved.<br />

doi:10.1016/j.jclepro.2011.12.031


82<br />

M.G.A. Gunady et al. / Journal of Cleaner Production 28 (2012) 81e87<br />

contributed an average $6.9 billion per annum (or 1% of GDP) in<br />

2003/04. This sector also employs over one hundred thousand<br />

people annually (or 1.1% of national employment) (Horticulture<br />

Australia Limited, 2005). Secondly, the levels of horticulture<br />

production would need to increase dramatically in order to supply<br />

the projected increased demand of fruits and vegetables as the per<br />

capita intake is well below those recommended by government<br />

health departments (Pollard et al., 2009). For example, only 8% of<br />

Australian adults were consuming the minimum amount of fruit<br />

and vegetables recommended by WHO (i.e. 400 g per day)<br />

(Baghurst et al., 1999). In order to cope with the future fruit and<br />

vegetable demand and climate change policy, it is, therefore,<br />

important for growers to understand where emissions come from<br />

and how they can be abated, as there is potential opportunities for<br />

these growers to increase efficiencies and thus reduce input costs<br />

on farm (Department of Climate Change, 2007).<br />

The horticultural industry however consumes a significant<br />

amount of energy due to agricultural machinery operation, irrigation,<br />

chemical use, transport, and refrigerated storage. This energy<br />

consumption contributes to the emission of greenhouse gases<br />

(GHGs) mainly carbon dioxide (CO 2 ), methane (CH 4 ), and nitrous<br />

oxide (N 2 O) (Horne et al., 2009). Nitrous oxide (N 2 O), although<br />

present as a trace gas in the atmosphere, is a long lived greenhouse<br />

gas with an atmospheric lifetime of 120 years and is 310 times more<br />

powerful GHG than CO 2 predominantly emitted due to fertilizer<br />

application; while methane possesses 21 times the global warming<br />

potential of CO 2 over a 100 year period (IPCC, 1996). Hence, there is<br />

a need to assess the global warming potential from horticulture<br />

production to identify GHG mitigation measures. A ‘life cycle<br />

assessment’ (LCA) can be undertaken to account for all GHG<br />

emitted for horticulture production so that mitigation strategies<br />

focus on the primary sources of the GHG emissions. A LCA compiles<br />

the inputs and outputs from a production system, and in turn<br />

evaluates their potential environmental impacts (e.g., GHG emissions)<br />

(Greadel et al., 2003a, b).<br />

Thus, the current research focuses on the determination of<br />

global warming impact or carbon footprint (i.e. life cycle GHG<br />

emissions) of horticultural products and identifies ‘hotspots’<br />

requiring mitigation strategies to reduce GHG emissions from the<br />

production and delivery of three important produce in Australia.<br />

Over the past decade, numerous studies have concentrated on<br />

reducing GHG emissions and other environmental impacts from the<br />

production of fresh produce. Mila I Canals et al. (2006) conducted<br />

a life cycle assessment of (LCA) of apple production in two different<br />

New Zealand regions. Carlsson-Kanyama (1998) studied the life cycle<br />

greenhouse emissions from the production of different produce<br />

(i.e. carrots, tomatoes, potatoes, pork, rice, and dry peas) in Sweden.<br />

All these studies had quantified the life cycle GHG emissions of<br />

different foods and also these studies are regarded as streamlined life<br />

cycle assessment as they do not take into account the two extremes<br />

of the produce life cycle (Todd and Curran, 1999). Life Cycle Assessment<br />

(LCA) method is increasingly being used by horticultural<br />

enterprises as it can provide insights into the environmental impacts<br />

associated with the provision of agricultural products.<br />

Several LCA studies have also investigated the environmental<br />

impacts of different transport methods in order to determine the<br />

most environmentally benign food distribution system. Roy et al.<br />

(2009) compared the GHG emissions in distributing tomatoes by<br />

road and sea, while Hospido et al. (2009) compared the global<br />

warming impacts of supplying local and imported lettuces to<br />

British retail outlets. However, none of these studies have been<br />

specifically designed and conducted in Western Australia, where<br />

climate and soil conditions are different and where food sources are<br />

often so far away and generally distant from the metro market<br />

(Biswas et al., 2010, 2008).<br />

The World Trade Organization (WTO) is increasingly focusing on<br />

trade rules relating to environmental protection policies (Mech and<br />

Young, 2001). The growers are constantly facing the challenge to<br />

provide ‘clean and green’ produce, as demands are increasing in the<br />

Australian market. This is because the retailers are now requiring<br />

their suppliers to verify that the food they purchase is safe<br />

(i.e. ‘clean’) and, increasingly, produced in an environmentally<br />

friendly manner (i.e. ‘green’) (Newton, 2007).<br />

Therefore, in order to grow produce with lower environmental<br />

impacts, the current research used LCA in order to assess the emissions<br />

of GHG from the production and delivery of three important<br />

produce in Western Australia, namely strawberries, button Agaricus<br />

bisporus mushrooms, and romaine/cos lettuces. These industries<br />

have grown steadily over the past years, supplying domestic markets<br />

with good quality produce. The majority (86%) of the Australian<br />

households nowadays buy mushrooms for which Australian annual<br />

per capita mushroom consumption jumped from 0.6 kg in 1974 to<br />

3.0 kg in 2005/06 and around 38% of primary grocery shoppers<br />

always have mushrooms on their shopping list (Horticulture<br />

Australia Limited, 2007). In the case of lettuce 70 percent of<br />

Australian purchased lettuce as one of the main primary staple foods<br />

(Rogers, 2006). These two vegetables together accounts for about<br />

13% of the total vegetables sold in Australia (Department of<br />

Agriculture, Fisheries and Forestry, 2005). On the other hand, the<br />

strawberry industry anticipates a 10% growth in volume during the<br />

next five years due to new consumer preferred varieties and an<br />

increase in plant yield (Horticulture Australia Limited, 2009). The<br />

strawberries and lettuce are grown in Western Australia all year<br />

long.<br />

In addition, these three types of produce were chosen for this<br />

LCA analysis, because they are perishable, and so require more<br />

energy for storage and packaging than that needed for other<br />

horticultural products (e.g. potatoes, oranges etc.). For example,<br />

according to Australian supermarket (e.g. Coles) quality management<br />

standard, the ideal storage temperature for all 3 products is<br />

0e5 C and all products can show deterioration in color and texture<br />

over a 5-day period that result in being categorized as having<br />

a major defect. Secondly, these storage and packaging processes<br />

have significant greenhouse gas implications in product supply<br />

chain. Thirdly, these products require inputs to be imported from<br />

different states and even from overseas resulting in<br />

environmental emissions from transportation. These three<br />

produce need to be transported long distance from Perth, such as<br />

Broome. Fourthly, the carbon footprints of these three types of<br />

produce were determined as these produce are widely eaten<br />

Western Australian produce (National Health and Medical<br />

Research Council, 2011). Fifthly, these products are sold in the<br />

same grocery store and thus complete the same stages of upstream<br />

activities from ‘grower to grocer’. The LCA is beneficial for the<br />

horticultural industry in WA, as this assessment study on strawberry,<br />

mushroom, and lettuce have never been conducted in WA<br />

and specifically altered to suit WA agricultural environment.<br />

The aim of this research is to assess the life cycle GHG emissions<br />

of three fresh produce (i.e. strawberry, button A. bisporus mushroom,<br />

and romaine/cos lettuce). The specific tasks to carry out this<br />

research are as follows: a) assessing the global warming impact of<br />

strawberries, mushrooms, and lettuces using a LCA method; b)<br />

identifying the ‘hotspots’ or the inputs or processes emitting the<br />

highest amount of GHG during the life cycle of a product; and c)<br />

suggesting possible GHG mitigation strategies.<br />

2. Methodology<br />

The LCA follows the ISO 14040:2006 guidelines (ISO, 2006) and<br />

is divided into four steps: (1) goal and scope definition; (2)


M.G.A. Gunady et al. / Journal of Cleaner Production 28 (2012) 81e87 83<br />

inventory analysis; (3) impact assessment and (4) interpretation<br />

(as presented in the ‘Results and discussions’ section of this paper).<br />

2.1. Goal and scope<br />

The current LCA is best termed as streamlined LCA as it does not<br />

take into account the two extremes of the produce life cycle<br />

(Todd and Curran, 1999). This LCA analysis considered up to the<br />

transportation of produce to retail outlet, which does not include<br />

the storage of produce in the retail outlet. Also it does not consider<br />

the consumption stage (e.g. use of refrigerator at home) and the<br />

disposal of produce waste (e.g. left over, skins in the bin) into<br />

landfill (possible methane emissions etc.).<br />

According to Todd and Curran (1999), the process of streamlining<br />

can be viewed as an inherent element of the scope-and-goal<br />

definition process. In this research, the goal of the project was to<br />

determine the life cycle greenhouse global warming impact from<br />

the production of three different produce (i.e. strawberries,<br />

mushrooms, and lettuces) grown in Western Australia. This was<br />

achieved by establishing the functional unit, selecting the relevant<br />

system boundaries, and determining data requirements. For all<br />

three produce, the system boundary included pre-farm, on-farm,<br />

and post-farm stages. The functional unit was 1 kJ of nutritional<br />

energy equivalent of strawberries, cos lettuces, and white button<br />

mushrooms. We examined the nutrition information panel of each<br />

produce in order to obtain the energy content (Self Nutrition Data,<br />

2009). The mass values per 1 kJ food are 0.746 g, 1.090 g, and 1.380 g<br />

for strawberries, mushrooms, and lettuces respectively. The same<br />

functional unit was chosen for all three produce as a basis for<br />

comparison; the energy basis was chosen as it provides a convenient<br />

means of standardizing different fruits and vegetables based<br />

on one of the functions of the food i.e. to deliver energy to the<br />

consumer. Different fruits and vegetables differ significantly in<br />

their energy density and the use of kJ as a functional unit allows us<br />

to correct for such differences.<br />

The functional unit in fact determines the system boundary or<br />

the scope of the work. The system boundary for determining the<br />

global warming potential of the production of 1 kJ (kilojoule)<br />

equivalent nutritional value of lettuce, strawberry and mushroom<br />

production in south-western Australia considered a ‘grower to<br />

grocer’ approach (Fig. 1). The grower to grocer approach takes into<br />

account inputs (e.g., fertilizer, pesticides, electricity) of the three<br />

stages of product life cycle: pre-farm, on-farm and post-farm.<br />

Pre-farm stage takes into account the emissions from the<br />

production and transportation of inputs to paddock, such as N<br />

fertilizer, pesticides and diesel.<br />

On-farm stage includes emissions from farm machinery operations,<br />

and N 2 O emissions from N-fertilizer application due to<br />

production of three produce in Western Australia.<br />

The post-farm stage included emissions from transportation,<br />

packaging, storage and distribution of these products to grocer.<br />

There were some restrictions on the scope of the study which<br />

arose from difficulties involved in accounting for some inputs and<br />

limitations on data availability. Firstly, the manufacture and<br />

construction of all buildings and infrastructures were omitted, as is<br />

common in LCA studies. Secondly, since there are no N 2 OeN<br />

emission factors available for the growth of fresh produce in<br />

semi-arid Western Australian soils (especially irrigated soil), the<br />

analysis has used the default Australian data provided by<br />

the Department of Climate Change in Australian Methodology for<br />

the Estimation of Greenhouse Gas Emissions and Sinks 2006<br />

Agriculture (Department of Climate Change, 2006). Thirdly, generic<br />

libraries entitled, “pesticides and agricultural chemicals”, for some<br />

of the chemicals (e.g. fungicide, insecticide, pesticide, etc) were<br />

used as some of them were unavailable from the Australian database.<br />

Fourthly, it would have been useful to consider other<br />

Australian states as the climatic conditions and soil types vary<br />

across the region, which was not possible due to time constraints.<br />

Fifthly, there are other environmental impacts, such as euthrophication,<br />

acid rain, eco-toxicity, water pollution, which can result<br />

from the production of these three types of produce (Adler et al.,<br />

2007), however, only global warming impacts has been considered<br />

because of governments recent climate change policy (Carbon<br />

pricing) and Australia’s commitment for meeting GHG emission<br />

targets (The Australian, 2011). Sixthly, the omission of discarded<br />

transit packaging such as wooden pallets and plastic wrappings,<br />

and instead only considered primary and secondary packaging<br />

wastes. The wooden pallets were not considered waste as they<br />

were reused and plastic wrapping was not included because it had<br />

not been discarded at the point of delivery where the study<br />

concluded. However, all farm machineries were included due to<br />

their relatively short life-span and high maintenance requirement.<br />

Finally, the use of 1996 factors for converting GHGs to equivalent<br />

amount of CO 2 could result a slight variation in the results than<br />

what could have been obtained using 2007 factors.<br />

2.2. Life cycle inventory<br />

The life cycle inventory (LCI) considers all the relevant inputs and<br />

outputs for processes that occur during the life cycle of a product. The<br />

life cycle was divided into three stages: pre-farm, on-farm, and postfarm.<br />

The process data for these three stages were collected directly<br />

from local strawberries, lettuces, and mushrooms growers in<br />

Western Australia through face to face interview using a prestructured<br />

questionnaire. The data was collected by survey in early<br />

spring between August 27 and September 3, 2010.<br />

The growers were interviewed in person and given a participants<br />

consent form to sign. The growers were given a prestructured<br />

questionnaire to complete which helped to develop<br />

the LCI. This data survey was carried out in Casuarina for mushroom,<br />

Bullsbrook for lettuce and Baldivis for strawberry all of which<br />

are located within 50 km of Perth, Western Australia; being a mild<br />

Mediterranean climate. For each produce one medium commercial<br />

farm was selected being representative of commercial farms in the<br />

region.<br />

Table 1 shows the life cycle inventories of the production and<br />

distribution of 0.3 g of strawberry, 0.5 g of lettuce and 0.5 g of<br />

mushroom at different stages i.e. pre-farm, on-farm, and post-farm.<br />

Fig. 1. System boundary for GHG LCA on a grocery level.


84<br />

M.G.A. Gunady et al. / Journal of Cleaner Production 28 (2012) 81e87<br />

Table 1<br />

Life Cycle Inventories of three types of produce: Strawberry, mushroom and lettuce.<br />

LCI of 0.3 kg<br />

strawberry<br />

LCI of 0.5 kg<br />

mushroom<br />

LCI of 0.5 kg<br />

lettuce<br />

Inputs Value Unit<br />

Pre-farm<br />

Pesticide 2.17 10 4 kg<br />

Fungicide 4.47 10 5 kg<br />

Calcium nitrate 5.75 10 3 kg<br />

Potassium nitrate 8.4 10 3 kg<br />

Monoammonium phosphate 1.58 10 3 kg<br />

Farm machinery 0.045 USD a<br />

Magnesium sulfate 8.0 10 4 kg<br />

Transportation of<br />

4.13 10 2 tkm<br />

chemicals by road<br />

On-farm<br />

Farm machinery operation 30.6 MJ<br />

Irrigation 0.3 kg<br />

Nitrous oxide emission 2.6 10 3 kg<br />

Post-farm<br />

Transportation to district center 0.00051 t km<br />

Storage 0.17 kW h<br />

Transportation of Booragoon 0.00435 t km<br />

Transportation to Broome 0.66 t km<br />

Pre-farm<br />

Farm machinery 1.73 10 5 USD a<br />

Mushroom compost 6.34 10 4 Tonne<br />

Transportation of compost<br />

By sea 25.7 t km<br />

By road 9.2 t km<br />

On-farm<br />

Detergent 4.22 10 5 Kroner a<br />

Farm machinery 1.05 10 3 MJ<br />

Pasteurizer 2.94 10 2 kW h<br />

Post-farm<br />

Grading and sizing 4.74 10 4 kW h<br />

Packaging 1.21 10 3 kW h<br />

Cold storage 1.07 10 4 kW h<br />

Transport to cold storage 5.1 10 4 tkm<br />

Methane emission from<br />

1.09 10 4 kg<br />

cardboard in landfill<br />

Transportation of Booragoon 7.25 10 3 tkm<br />

Transportation to Broome 1.1 t km<br />

Pre-farm<br />

Farm machinery 0.4 USD a<br />

Compost 1.22 10 4 tonne<br />

Ammonium nitrate 3.83 10 3 kg<br />

Active pesticide 1.56 10 4 kg<br />

Herbicide 0.29 USD a<br />

Organic fertilizer 1.67 10 2 kg<br />

Transportation of<br />

3.05 10 2 tkm<br />

chemicals by road<br />

On-farm<br />

Farm machinery operation 88.5 MJ<br />

Irrigation 2.83 kW h<br />

Nitrous oxide emission 2.1 10 3 kg<br />

Post-farm<br />

Packaging 1.21 10 3 kW h<br />

Storage 3.34 kW h<br />

Transportation to<br />

5 10 3 tkm<br />

distribution center<br />

Transportation of Booragoon 7.25 10 3 tkm<br />

Transportation to Broome 1.1 t km<br />

a A USA inputeoutput database 1998 and a Danish inputeoutput database<br />

1999 were used to assess the GHG emitted from manufacturing of farm<br />

machinery, herbicide and detergent respectively (Nemecek et al., 2004; Weidema,<br />

2005). The USA and Danish databases contain environmental emission data for<br />

the production of US$ 1 equivalent farm machinery, US$ 1 equivalent herbicide<br />

and DKK 1 (Danish Kroner) equivalent detergent, respectively. The current prices<br />

of farm machinery, herbicide and detergent were deflated at 3% per year to 1998<br />

and 1999 prices (in AUD) for farm machinery and detergent, respectively.<br />

Following this, the 1998 price of machinery in AUD/machinery has been converted<br />

into 1998 US dollar by multiplying by 0.6 and the 1999 price of detergent/<br />

kg were converted into 1999 DKK by multiplying by 4.4.<br />

These process data or input values were used to calculate the inputs<br />

required to produce the amounts of strawberry, lettuce and<br />

mushroom providing 1 kJ equivalent of nutritional value. In the prefarm<br />

stage, data for generic materials was collected such as:<br />

transportation and production of chemicals and machinery, transportation<br />

of packaging, and transportation of raw materials in the<br />

case of mushrooms such as peat, spawn, and compost. On farm<br />

activities included information on inputs, such as amount of agricultural<br />

chemicals used, diesel combustion by machinery, the<br />

amount of waste generated, amount of water utilized for irrigation,<br />

as well as electricity and energy consumptions. Lastly, the postfarm<br />

stage included transport of produce to the Distribution<br />

Center (DC), storage of produce in DC, and transport to retail<br />

outlets. It is important to note that the pallets were not waste as<br />

they were reused and so the emissions associated with their<br />

degradation in the landfill were not considered and also the plastic<br />

was not waste at the point of delivery where the study ended.<br />

2.3. Impact assessment<br />

The impact assessment assesses the global warming potential<br />

based on the inventory analysis. The life cycle GHG emissions of<br />

strawberries, lettuces, and mushrooms production for pre-farm, onfarm,<br />

and post-farm involved two steps (Biswas et al., 2010, 2008):<br />

(1) calculating the total gases produced in each process and (2)<br />

converting the emitted gases to CO 2 equivalent GHG emissions.<br />

Step 1. The process data from the LCI were inserted into Simapro<br />

7.1 (Pre Consultants, 2008) software to calculate the GHG emissions<br />

associated with the production of 1 kJ of strawberries, lettuces, and<br />

mushrooms. The input/output data of the LCI were linked to<br />

respective libraries in Simapro 7.1. The library is a database that<br />

consists of energy consumption, emission, and materials data for<br />

the production of one unit of a product. The units of input and<br />

output data of the LCI depend on the unit of the relevant materials<br />

(i.e. kg, liter, MJ, $, etc).<br />

Libraries for chemicals: The Australian Unit Process Life Cycle<br />

Inventory (Royal Melbourne Institute of Technology, 2007) was<br />

used to calculate GHG emissions from the production of chemical<br />

inputs such as pesticides and herbicides. As some of the chemicals<br />

were unavailable from the Australian database, generic libraries<br />

were used instead. The supply chain for the fertilizers, herbicides,<br />

and pesticides including production and transportation to the point<br />

of use (or paddock) was incorporated in order to assess the GHG<br />

emissions during the pre-farm stage. Since there is no library for<br />

mushroom compost available, a local mushroom compost farm was<br />

contacted to determine the energy requirement in order to produce<br />

mushroom compost and the emission factor for mushroom<br />

compost production was derived from this energy value (Powe’s<br />

Mushroom Compost, 2010, pers. comm.).<br />

Library for transportation: Table 1 illustrates the transportation<br />

required to carry inputs/raw materials from pre-farm to paddock<br />

(on-farm) and to carry produce from farm (paddock) to DC and retail<br />

outlets. The unit for transport is tonne-kilometer (t km). For example,<br />

a medium size taut liner truck traveled 53 km to carry fungicide to<br />

the strawberry farm. In this case 0.053 t km is required to carry 1 kg of<br />

fungicide for 53 km (i.e. 0.001 t 53 km). GHG emissions from<br />

transportation were equivalent to 0.076, 86 10 4 and 13 10 4 kg/<br />

tkmofCO 2 ,CH 4 , and N 2 O respectively (Biswas et al., 2008).<br />

Farm machinery library: The USA inputeoutput database was<br />

used to assess the GHG emitted from the manufacture of farm<br />

machinery. This database contains environmental emission data for<br />

the production of US $1 equivalent farm machinery. The current<br />

price of farm machinery was deflated to a 1998 price (in AUD) at 3%<br />

per year. Following this, the 1998 price of machinery in AUD/


M.G.A. Gunady et al. / Journal of Cleaner Production 28 (2012) 81e87 85<br />

hectare has been converted into 1998 US dollars (by multiplying by<br />

0.6) (Suh, 2004).<br />

Farm machinery operation library: Farm machinery that<br />

consumes less than 500 MJ/ha is regarded as light duty machinery<br />

(Nemecek et al., 2004). Thus, the library for light duty agricultural<br />

machinery was used to calculate the potential GHG emitted from<br />

farm machinery operation. The emission factors were obtained<br />

from RMIT’s LCA database (Royal Melbourne Institute of<br />

Technology, 2007).<br />

Electricity library: The library for Western Australia electricity<br />

generation mix (Royal Melbourne Institute of Technology, 2007)<br />

was used to calculate GHG emission from electricity generation due<br />

to various activities such as: irrigation, storage, pasteurization and<br />

sterilization (in mushrooms).<br />

Packaging library: Packaging made from BOPP film for lettuces<br />

and A250-B punnet, in recycle PET, 105 mm 95 mm 57.5 mm for<br />

strawberries. There is no database for Biaxially Oriented PP (BOPP)<br />

in the Simapro software or the literature so far reviewed, Australian<br />

Database (Royal Melbourne Institute of Technology, 2007) for<br />

polypropylene was used to calculate the GHG emissions from<br />

packaging materials. Polypropylene is a raw material for BOPP<br />

production. The exclusion of emission associated with the conversion<br />

of polypropylene to BOPP could underestimate the total carbon<br />

footprint to some extent.<br />

Step 2. After linking the inputs/outputs to the relevant libraries,<br />

Simapro software calculated the GHG emissions by converting each<br />

selected GHG to CO 2 equivalent. The program sorted GHG from the<br />

selected libraries and then converted each selected GHG to CO 2<br />

equivalent (or gram CO 2 equivalent). Following IPCC’s second<br />

assessment report (SER) (IPCC, 1996), it was considered that the<br />

CH 4 is 21 times and N 2 O is 310 times more effective at trapping heat<br />

in the atmosphere compared to CO 2 over a 100-year time. Lastly, all<br />

CO 2 equivalent GHG emissions for all life cycle inventory items<br />

were added to determine the full life cycle GHG emissions associated<br />

with production of strawberries, mushrooms, and lettuces.<br />

Since no salable co-products were produced from these three<br />

types of produce, the allocation method was not applied to allocate<br />

GHG emissions to produce and co-product.<br />

3. Results and discussions<br />

3.1. GHG emissions from strawberries, lettuces, and mushrooms<br />

production<br />

Fig. 2 illustrates the carbon footprint (in CO 2 equivalent) of 1 kJ<br />

energy value of strawberries, lettuces, and mushrooms production.<br />

The equivalent of 2.458, 3.000, and 5.180 g of CO 2 equivalent were<br />

emitted due to the production of 1 kJ equivalent of strawberries<br />

(0.746 g), mushrooms (1.090 g), and lettuces (1.380 g) respectively.<br />

Pre-farm stage of strawberries contributed 14% (0.343 g CO 2<br />

equivalent) of the total GHG emissions, on-farm accounted for 54%<br />

(1.322 g CO 2 equivalent), and post-farm contributed 32% (0.793 g<br />

CO 2 equivalent) of the total GHG emissions. Similar streamlined LCA<br />

study on strawberries in Japan found to have higher GHG emissions<br />

when compared to this study (4.13 g CO 2 equivalent compared to<br />

2.4 g CO 2 equivalent per 1 kJ nutrition energy equivalent strawberries<br />

produced) (Yoshikawa et al., 2008). This is because in the<br />

Japanese study, strawberries were grown in greenhouses and thus<br />

required more energy and also because the study covered more<br />

stages by including consumption and disposal stages as well.<br />

The pre-farm, on-farm, and post-farm stages of lettuces emitted<br />

approximately 13% (0.665 g CO 2 equivalent), 48% (2.497 g CO 2<br />

equivalent), and 39% (2 g CO 2 equivalent) of the total GHG emissions.<br />

In an LCA study on lettuces grown in greenhouses conducted by<br />

gram CO 2 -e/kJ<br />

3.00<br />

2.50<br />

2.00<br />

1.50<br />

1.00<br />

0.50<br />

0.00<br />

Pre-farm On-farm Post-farm Transport<br />

Strawberry 0.34 1.32 0.63 0.17<br />

Mushroom 1.60 0.74 0.50 0.17<br />

Lettuce 0.67 2.50 1.83 0.19<br />

Hospido et al. (Hospido et al., 2009), 3.75 g CO 2 equivalent of GHG<br />

was emitted from the production and distribution of 1 kg of lettuces<br />

in UK. For comparison purpose, the result obtained in this study was<br />

converted to 1 kg basis and similar amount of CO 2 equivalent was<br />

obtained (3.56 g CO 2 equivalent). Higher amount of CO 2 equivalent<br />

in UK grown lettuces was predicted due to the more intensive energy<br />

required to heat the glasshouses during colder months.<br />

During the life cycle of mushrooms, 52% (1.597 g CO 2 equivalent)<br />

of GHG emissions was emitted during pre-farm stage, 25% (0.738 g<br />

CO 2 equivalent) during on-farm stage, and 23% (0.667 g CO 2<br />

equivalent) during post-farm stage. In the case of mushrooms, no<br />

other similar LCA studies have been carried out to compare with.<br />

Among the three produce examined, lettuce production has the<br />

highest overall carbon footprint for several reasons. Firstly, they<br />

have the lowest energy value, which means in order to provide 1 kJ<br />

of energy, more lettuces by mass are required when compared to<br />

strawberries and mushrooms. Secondly, the lettuce supply chain in<br />

this study involved an additional step, in which lettuces were sent to<br />

packing house; therefore more energy and fuel were required for<br />

packing and storage, and for transportation respectively. The highest<br />

GHG emission during the pre-farm stage of mushrooms was due<br />

to transport of raw materials such as peat, compost, and spawn. The<br />

lowest on-farm emission from mushrooms production was due to<br />

minimal machinery utilization as the industry is very labor intensive<br />

(every single mushroom is handpicked); whereas strawberries and<br />

lettuces require intense machinery operation especially during<br />

cultivation. Thus it is explaining the high GHG emissions during onfarm<br />

activity of strawberries and lettuces production.<br />

3.2. Identification of hotspots<br />

Strawberry Mushroom Lettuce<br />

Fig. 2. GHG emissions (gram CO 2 equivalent) for 1 kJ strawberry, lettuce, and mushroom<br />

production.<br />

Table 2 illustrates the percentage contribution of GHG emissions<br />

from different inputs during lettuces, mushrooms, and strawberries<br />

production. In strawberry production, agricultural machinery<br />

operation has been identified as the ‘hotspot’ which accounted for<br />

58% of the total GHG emissions, followed by chemical-fertilizer use<br />

(23%), particularly from fertilizer and electricity (12%). The transportation<br />

of strawberries to the Distribution Center (DC) does not<br />

seem to have a significant global warming impact. Similarly,<br />

Maraseni et al. (2010) found that the GHG emissions due to farm<br />

machinery operation are directly related to fossil fuel consumption,<br />

while the GHG emitted from transporting the inputs are usually<br />

negligible. Similar to strawberry production, in romaine/cos lettuce<br />

production, the hotspot was agricultural machinery operation,<br />

which accounted for 52% of the total GHG emitted. The second


86<br />

M.G.A. Gunady et al. / Journal of Cleaner Production 28 (2012) 81e87<br />

Table 2<br />

Contribution of inputs to GHG emissions (gram of CO 2 equivalents) from the<br />

production of 1 kJ nutritional value equivalent of: a) strawberry; b) romaine/cos<br />

lettuce and c) button mushroom.<br />

Inputs g CO 2 -e/kJ 100%<br />

Strawberry<br />

Agricultural machinery operation 1.43 58%<br />

Use of N-fertilizer 0.57 23%<br />

Electricity 0.29 12%<br />

Production of farm inputs 0.12 5%<br />

Transport 0.05 2%<br />

Total 2.46 100%<br />

Romaine/cos lettuce<br />

Agricultural machinery operation 2.71 52%<br />

Electricity 1.14 22%<br />

Use of N-fertilizer 0.73 14%<br />

Transport 0.34 7%<br />

Production of farm inputs 0.26 5%<br />

Total 5.18 100%<br />

Mushrooms<br />

Transport of compost and spawn 2.1 70%<br />

Air transport of peats 0.3 11%<br />

Electricity for storage 0.24 8%<br />

Transportation for distribution 0.15 5%<br />

Pasteurization 0.09 3%<br />

Sanitizing 0.09 3%<br />

Total 3.00 100%<br />

highest contributor of GHG emissions was electricity and energy<br />

required for packing and storage of produce, followed by agricultural<br />

chemical use (14%). Strawberry and lettuce production are<br />

highly mechanized, which require intensive machinery operation<br />

especially during cultivation thus explaining the high GHG emissions<br />

from agricultural machinery operations. Transport of raw<br />

materials was the highest contributor of GHG emissions in mushroom<br />

production, with 70% coming from transport of spawn and<br />

compost, while transport of peat from overseas made up 11% of the<br />

net GHG emissions. Compost which was made of chicken manure<br />

and straw was transported regularly from the compost yard located<br />

approximately 46 km from the mushroom farm. Peat is transported<br />

from Germany, Canada, and Ireland once every two weeks using sea<br />

containers. Additionally, electricity during mushroom production<br />

contributed 8% of the total GHG emissions, while the rest of the<br />

activities were just minor contributors.<br />

3.3. Mitigation strategies<br />

According to Table 2, agricultural machinery operation appeared<br />

to be the ‘hotspot’ in strawberry and lettuce production due to the<br />

intensive use of machinery especially during cultivation. A reduction<br />

in GHG emissions from farming machinery operation could be<br />

obtained by using alternative fuels where possible. Beer et al.<br />

(2002) compared the emissions of GHG from Australian heavy<br />

vehicles using several alternative fuels with the results indicating<br />

that biodiesel and ethanol produced the lowest GHG emissions,<br />

followed by liquid petroleum gas (LPG). Biodiesel is a renewable<br />

resource that can be produced from agricultural oils or animal fats<br />

and alcohol (such as methanol or ethanol). For example, oil<br />

produced from canola or other oil bearing seeds plants can be<br />

potentially utilized to produce biodiesel in Australia (Beer et al.,<br />

2002). Moringa oleifera, for instance, is a perennial tree species<br />

widely grown in WA that could be more beneficial to produce<br />

biodiesel when compared to canola as M. oleifera can reduce the<br />

pressure on canola oil for food demands (Biswas and John, 2008).<br />

However, other environmental impact categories need to be<br />

considered when assessing the use of biodiesel, as De Nocker et al.<br />

(1998) found biodiesel use impacted more on soil and water<br />

acidification, eutrophication, and radioactive waste type (i.e., other<br />

environmental impact categories) than use of diesel.<br />

Additionally, Nemecek et al. (2004) has suggested that when<br />

selecting farming machinery, consideration should be given to its<br />

ability to perform numerous tasks, as multi-functional machinery<br />

can provide improved efficiency. Nemecek et al. (2004) also<br />

mentioned the importance of maintaining machinery in good<br />

working order in order to improve fuel efficiency.<br />

As for mushroom production, transport of peat, spawn, and<br />

compost has been identified as the “hotspot” due to the intensity<br />

and the distance traveled to deliver the raw materials. O’Halloran<br />

et al. (2008) suggested reducing the distance of the raw materials<br />

transported, and this can be achieved by using local peat instead of<br />

importing from overseas, although local peat must have the<br />

required characteristics to ensure good quality mushrooms and be<br />

cost effective. If reducing the distance traveled is not an option,<br />

then another alternative is to use the most energy efficient and low<br />

GHG emitting fuels in transport. Another consideration is<br />

attempting to load the containers to full capacity and to have<br />

a return load to reduce the GHG emissions per unit of product<br />

transport.<br />

The application of N-fertilizer was the second highest contributor<br />

to GHG emissions in strawberry production, therefore it is<br />

important to ensure precision farming systems which could<br />

potentially reduce the use of fertilizer by one-third (Flynn, 2009).<br />

Alternatively, substituting chemical fertilizer for organic fertilizer,<br />

such as animal manure, crop residue, nitrogen fixing crop, has been<br />

shown to be an important mitigation option due to its lower N 2 O<br />

emissions and nitrogen input (Flynn, 2009).<br />

Although electricity was the second “hotspot” in lettuce, and the<br />

third largest for strawberry and mushroom production, it was<br />

a significant contributor to the emission of GHG for all three<br />

produce. Taking advantage of existing renewable energy sources<br />

such as: solar power or wind generated electricity and simulatinghuman<br />

intelligent control method for energy conservation in the<br />

storage system can greatly reduce the emissions of GHG (Nemecek<br />

et al., 2004; Kaisheng et al., 2009). Additionally, by converting<br />

organic residue to biogas for electricity generation to replace the<br />

fossil fuel generated grid electricity (Biswas and Lucas, 1997).<br />

4. Conclusions and recommendations<br />

There is potential for reducing the impact of fresh produce on<br />

global warming by conducting LCA.<br />

An LCA was carried out to identify the GHG emissions during<br />

different stages of strawberry, romaine/cos lettuce, and button<br />

mushrooms production. Lettuces have been found to have the<br />

highest GHG emissions (5.18 g of CO 2 equivalent) when compared<br />

to strawberries and mushrooms due to mass required to produce<br />

1 kJ of energy and the additional packing house step.<br />

The results show the significance of pre-farm practices on<br />

mushroom’s GHG emissions (1.6 g CO 2 equivalent) and on-farm<br />

practices on strawberry (1.32 g CO 2 equivalent) and lettuce<br />

(2.5 g CO 2 equivalent) GHG emissions. Transport of raw materials<br />

such as peat, compost, and spawn has been identified as the ‘hotspot’<br />

(81% of the total GHG emissions) in mushroom production<br />

due to a great distance the raw materials have to travel to reach the<br />

farm. Agricultural machinery operation has been identified as the<br />

‘hotspot’ in lettuce (53% of the total GHG emissions) and strawberry<br />

(58% of the total GHG emissions) production due to the intensive<br />

machinery use; especially during cultivation.<br />

Strategies for managing strawberry and lettuce, where agricultural<br />

machinery operation was the ‘hotspot’ include the use of<br />

alternative or renewable fuels such as biodiesel and conventional<br />

fuel such as LPG to reduce life cycle GHG emissions. Regular servicing


M.G.A. Gunady et al. / Journal of Cleaner Production 28 (2012) 81e87 87<br />

and maintenance of farm machinery also helps maintaining the<br />

efficiency of that machinery. A strategy for managing mushroom<br />

production includes reducing the distance that the raw materials are<br />

transported in order to lower GHG emissions. This can be achieved<br />

by substituting imported peat with local peat. Another strategy<br />

could be to load the containers to full capacity and to have a return<br />

load to reduce the GHG emissions per unit of product transport.<br />

Interestingly following completion of our study the finding with<br />

lettuce that the additional packing house step resulted in increased<br />

GHG emissions has now resulted in the grower installing packing<br />

facilities on farm in an effort to reduce these emissions.<br />

Finally, the same framework can be applied to estimate the<br />

carbon footprint of other fresh produce that will assist in the<br />

development of the Australia’s future carbon trading scheme.<br />

Acknowledgment<br />

This research was supported by Craig Charles, fresh produce<br />

quality manager Coles Supermarket Group Western Australia and<br />

the Western Australia growers.<br />

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