Submitted:
27 June 2023
Posted:
28 June 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Research History and Hypothesis
1.2. The Literature Review
1.3. Research Aims
2. Materials and Methods
2.1. Data Collection
2.2. Life Cycle Assessment Method and System Boundary
2.3. Life Cycle Inventory and Life Cycle Impact Assessment Method
2.4. Statistical Methods
2.5. Sustainability Assessment Modeling
3. Results
3.1. Environmental Impacts and Energy Resources of the Soups
3.2. Environmental Impacts and Energy Resources of the Main Dishes
3.3. Determination of Carbon Footprint using Statistical Methods
3.4. Environmental Impacts for the Two-Course Menus
3.5. Development of Sustainability Assessment Model (GreenCycLEAN)
4. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ADPE | Abiotic Depletion Potential elements |
| ADPF | Abiotic Depletion Potential fossils |
| AP | Acidification Potential |
| CE | Circular Economy |
| EGD | European Green Deal |
| EP | Eutrophication Potential |
| EUFAETP | European Union Freshwater Aquatic Ecotoxicity Potential |
| FU | Functional Unit |
| GWP | Global Warming Potential |
| HTP | Human Toxicity Potential |
| ILCD | International Reference Life Cycle Data System |
| LCA | Life Cycle Assessment |
| LCI | Life Cycle Inventory |
| LCIA | Life Cycle Impact Assessment |
| POCP | Photochemical Ozone Creation Potential |
| SDGs | Sustainable Development Goals |
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| Flow type | Process Flow Name | Plan Flow Name |
|---|---|---|
| Garlic Cream Soup | ||
| Inputs | Cheddar | Cheddar |
| Garlic | Garlic | |
| Pasteurized cream (42%) | Pasteurized cream (38-42%) | |
| Rapeseed oil (Canola) | Rapeseed oil, refined | |
| Wheat white flour | Wheat white flour | |
| Hungarian electricity mix | Electricity grid mix (production mix, Hungary) | |
| Natural gas at consumer (Hungary) | Thermal energy from natural gas (Hungary) | |
| Water (tap water) | Drinking water | |
| Outputs | Product (unspecified) | Garlic cream soup product |
| Municipal soild waste | Food waste | |
| Water (waste water, untreated) | Municipal waste water | |
| Beef Bean Soup | ||
| Inputs | Beef cattle | Beef, semi-boneless |
| Beans at farm | Field beans, field border (14% water content) | |
| Carrots (87% water content) | Carrots | |
| Cream (38%) | Pasteurized cream (38-42%) | |
| Sugar beet (75% water content) | Celery tuber, garlic, and onion | |
| Hungarian electricity mix | Electricity grid mix (production mix, Hungary) | |
| Natural gas at consumer (Hungary) | Thermal energy from natural gas (Hungary) | |
| Water (tap water) | Drinking water | |
| Outputs | Product (unspecified) | Beef bean soup product |
| Municipal soild waste | Food waste | |
| Water (waste water, untreated) | Municipal waste water | |
| Green Salad | ||
| Inputs | Carrots (87% water content) | Carrots |
| Rapeseed oil (Canola) | Rapeseed oil, refined | |
| Sugar beet (75% water content) | Onion | |
| Sun flower seeds | Sun flower seeds | |
| Tomato (97% water content) | Tomato | |
| Hungarian electricity mix | Electricity grid mix (production mix, Hungary) | |
| Water (tap water) | Drinking water | |
| Outputs | Product (unspecified) | Green salad product |
| Municipal soild waste | Food waste | |
| Water (waste water, untreated) | Municipal waste water | |
| Fish with Gnocchi | ||
| Inputs | Fish meal | Fish meal |
| Orange (90% water content) | Orange | |
| Pasteurized cream (42%) | Pasteurized cream (38-42%) | |
| Potato at farm | Potato | |
| Rapeseed oil (Canola) | Rapeseed oil, refined | |
| Wheat white flour | Wheat white flour | |
| Hungarian electricity mix | Electricity grid mix (production mix, Hungary) | |
| Natural gas at consumer (Hungary) | Natural gas mix (Hungary) | |
| Water (tap water) | Drinking water | |
| Outputs | Product (unspecified) | Fish with gnocchi product |
| Water (waste water, untreated) | Municipal waste water | |
| Municipal soild waste | Food waste | |
| Wiener Schnitzel | ||
| Inputs | Beef cattle | Beef, semi-boneless |
| Egg, breadcrumb | Egg, breadcrumb | |
| Orange (90% water content) | Orange | |
| Potato at farm | Potato | |
| Rapeseed oil (Canola) | Rapeseed oil, refined | |
| Wheat white flour | Wheat white flour | |
| Hungarian electricity mix | Electricity grid mix (production mix, Hungary) | |
| Natural gas at consumer (Hungary) | Thermal energy from natural gas (Hungary) | |
| Water (tap water) | Drinking water | |
| Outputs | Product (unspecified) | Wiener Schnitzel product |
| Municipal soild waste | Food waste | |
| Water (waste water, untreated) | Municipal waste water | |
| Primary Energy | Garlic Cream Soup [MJ] |
Beef Bean Soup [MJ] |
|---|---|---|
| Primary energy from non renewable resources | 2.35 | 4.76 |
| Primary energy from renewable resources | 3.63 | 8.84 |
| Primary energy demand from renewable and non renewable resources | 5.98 | 13.60 |
| Environmental Impact Category |
Garlic Cream Soup [ng] |
Beef Bean Soup [ng] |
| Abiotic Depletion ADP elements, ADPE | 0.01 | 0.03 |
| Abiotic Depletion ADP fossils, ADPF | 0.30 | 0.70 |
| Acidification Potential AP | 0.70 | 2.52 |
| Eutrophication Potential EP | 0.35 | 1.12 |
| Global Warming Potential GWP 100 years | 0.40 | 1.26 |
| Human Toxicity Potential HTP inf. | 0.22 | 0.35 |
| Freshwater Aquatic Ecot. Pot. FAETP inf. | 0.18 | 0.52 |
| Photochemical Ozone Creation Pot. POCP | 0.32 | 1.28 |
| Primary Energy (net cal. value) | Vegan Main Dish(Green Salad) [MJ] |
Semi-Vegetarian Main Dish (Fish with Gnocchi) [MJ] |
|---|---|---|
| Primary energy from non renewable resources | 8.67 | 329.77 |
| Primary energy from renewable resources | 11.02 | 32.49 |
| Primary energy demand from renewable and non renewable resources | 19.69 | 362.26 |
| Primary Energy (in net caloric value) |
Preparation Phase [MJ] |
Cooking Phase [MJ] |
End-of-Life Phase [MJ] |
Whole Life Cycle [MJ] |
|---|---|---|---|---|
| Primary energy from non ren. resources | 17.7 | 238 | 0.217 | 255.91 |
| Primary energy from renewable resources | 60.0 | 6.92 | 0.017 | 66.93 |
| Primary energy from all resources | 77.7 | 244 | 0,233 | 321.93 |
| Name of the soup | Average [ng] |
Variance [ng] |
Median [ng] |
|---|---|---|---|
| Vegetarian/Vegan Soup (Garlic Cream Soup) | 2.93 | 3.71 | 2.44 |
| Traditional Soup (Beef Bean Soup) | 4.62 | 1.71 | 4.59 |
| Name | Numerical Value |
|---|---|
| Number of independent samples | 230 |
| Mann-Whitney U | 2437,000 |
| Wilcoxon W | 9107,000 |
| Test Statistic | 2437,000 |
| Standard Error | 504,19 |
| Standardized Test Statistic | -8,276 |
| Asymptotic Significance (2-sided test) | 0,000 |
| Name of the soup | Average [ng] |
Variance [ng] |
Median [ng] |
|---|---|---|---|
| Vegan Main Dish (Green Salad) | 1.03 | 0.05 | 1.04 |
| Semi-vegetarian Main Dish (Fish with Gnocchi) | 7.10 | 2.50 | 7.15 |
| Meat-containing Main Dish (Wiener Schnitzel) | 12.20 | 7.40 | 12.29 |
| Name | Numerical Value |
|---|---|
| Total Number | 345 |
| Test Statistic | 289,884 |
| Degree of Freedom | 2 |
| Asymptotic Significance (2-sided test) | 0,000 |
| Name of Life Cycle Phase | Vegetarian/Vegan Soup (Garlic Cream Soup) |
Traditional Soup (Beef Bean Soup) |
|---|---|---|
| Preparation | 3.68 | 8.33 |
| Cooking | 4.85 | 3.20 |
| End-of-Life (by depositing the food waste) | 0.02 | 0.07 |
| Whole life cycle | 8.55 | 11.60 |
| Primary energy (net cal. value) |
Green Salad [MJ] |
Fish with Gnocchi [MJ] |
Schnitzel [MJ] |
|---|---|---|---|
| Primary energy from non renewable resources | 2.82 | 159.90 | 109.44 |
| Primary energy from renewable resources | 3.58 | 15.10 | 28.71 |
| Primary energy from all resources | 6.40 | 175.00 | 138.15 |
| Environmental Impact |
Green Salad [ng] |
Fish with Gnocchi [ng] |
Schnitzel [ng] |
| Abiotic Depletion for elements, ADPE | 0.01 | 0.05 | 0.10 |
| Abiotic Depletion for fossils, ADPF | 0.33 | 25.90 | 17.70 |
| Acidification Potential AP | 0.22 | 2.47 | 9.52 |
| Eutrophication Potential EP | 0.18 | 1.20 | 3.72 |
| Global Warming Potential GWP | 0.34 | 3.33 | 5.25 |
| Human Toxicity Potential HTP inf. | 0.24 | 2.3 | 2.84 |
| Freshwater Aquatic Ecot. Pot. FAETP inf. | 0.18 | 0.71 | 2.01 |
| Photochemical Ozone Creation Pot. POCP | 0.10 | 2.22 | 5.40 |
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