| Literature DB >> 31146401 |
Luciana Bava1, Costanza Jucker2, Giulia Gislon3, Daniela Lupi4, Sara Savoldelli5, Maddalena Zucali6, Stefania Colombini7.
Abstract
The aim of the study was to evaluate the use of three by-products as growing substrates for Hermetia illucens (Black Soldier Fly (BSF)) larvae: okara, maize distiller, brewer's grains, and a control hen diet. The study focused on larval growth and bioconversion performance, production of methane by larvae and environmental burden of larvae production, using Life Cycle Assessment (LCA) on a lab scale. Chemical composition of substrates differed: okara had the highest crude protein and ether extract contents, while brewer's grains showed the highest fiber content. Larvae fed on a hen diet and maize distiller exhibited the highest final weights (2.29 and 1.97 g, respectively). Larvae grown on okara showed the highest indexes for waste reduction and efficiency of conversion of the ingested feed. The BSF larvae did not produce any detectable traces of CH4. LCA evaluation showed that larvae production on a hen diet resulted in the most impact for most of environmental categories, for the inclusion of soybean meal in the diet (for climate change, 5.79 kg CO2 eq/kg dry larvae). Feed production activities resulted in the main contributions to environmental impact. In order to compare the larvae production obtained on all substrates, an environmental impact was attributed to okara and brewer's grain through a substitution method, and, by this approach, the best sustainable product resulted from the larvae grown on the maize distiller.Entities:
Keywords: LCA; animal feeding; bioconversion; black soldier fly; by-products; larval development
Year: 2019 PMID: 31146401 PMCID: PMC6617253 DOI: 10.3390/ani9060289
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 2.752
Figure 1System boundaries of the production process considered.
Main items of life cycle inventory for the larvae production (1 kg dry matter (DM)).
| Hen Diet | Maize Distiller | Okara | Brewer’s Grains | |
|---|---|---|---|---|
| Input | ||||
| Ingested feed, kg of DM | 4.22 | 2.81 | 2.80 | 3.30 |
| Electricity, kWh | 0.81 | 1.00 | 1.40 | 2.08 |
| Tap water, kg | 9.61 | 9.78 | 13.7 | 0 |
| Transport, lorry 16–32 t, km | 200 | 200 | 300 | 100 |
| Drying, 60 °C for 24 h, kWh | 0.363 | 0.1411 | 0.1410 | 0.1413 |
| Output | ||||
| Larvae production, kg of DM | 1 | 1 | 1 | 1 |
| Protein production from larvae, kg protein | 0.48 | 0.51 | 0.50 | 0.53 |
| Lipid production from larvae, kg lipids | 0.26 | 0.30 | 0.32 | 0.25 |
| Feed refusal and manure, kg of DM | 3.056 | 2.757 | 0.583 | 0.850 |
Dry matter, ash, crude protein (CP), ether extract (EE), neutral detergent fiber (NDF) and non-fibrous carbohydrate (NFC) concentrations (% on DM) of the experimental substrates unless stated differently.
| Experimental Substrates | Dry Matter% on A Fed Basis | Ash | CP | EE | NDF | NFC |
|---|---|---|---|---|---|---|
| Hen diet | 92.1 | 13.5 | 17.0 | 4.00 | 15.7 | 49.8 |
| Okara | 18.3 | 4.13 | 39.2 | 17.2 | 32.0 | 7.47 |
| Maize distillers | 94.9 | 5.40 | 29.5 | 11.1 | 36.7 | 17.3 |
| Brewer’s grains | 15.8 | 4.13 | 15.8 | 2.89 | 53.6 | 11.2 |
Performance of larval growth and bioreduction of the substrates.
| Substrate | Larval Weight (G) ( | Larval Survival (%) | WRI | ECD | GR |
|---|---|---|---|---|---|
| Hen diet | 2.29 ± 0.20 b | 97.53 ± 1.86 a | 4.46 ± 0.36 b | 0.27 ± 0.02 a | 0.0051 ± 0.0007 b |
| Maize Distillers | 1.97 ± 0.14 b | 73.00 ± 11.92 a | 3.22 ± 0.21 a | 0.27 ± 0.02 a | 0.0056 ± 0.0001 b |
| Okara | 1.38 ± 0.06 a | 98.5 ± 0.84 a | 4.90 ± 0.07 b | 0.36 ± 0.02 b | 0.0021 ± 0.0.000 a |
| Brewer’s grain | 0.98 ± 0.01 a | 95.87 ± 1.51 a | 3.01 ± 0.06 a | 0.25 ± 0.01 a | 0.0014 ± 0.0000 a |
WRI = Waste reduction index; ECD = Efficiency of conversion of the ingested food; GR= growth rate index (g d-1). Means within a column with different letters differ (p < 0.05)
Dry matter (DM, %), ash, crude protein (CP) and ether extract (EE) concentrations (% on DM) of the larvae grown on the experimental substrates.
| Experimental Substrates | DM | Ash | CP | EE |
|---|---|---|---|---|
| Hen diet | 38.9 | 11.7 | 52.8 | 25.1 |
| Okara | 37.4 | 5.91 | 51.2 | 31.2 |
| Maize distillers | 38.5 | 4.94 | 53.4 | 29.9 |
| Brewer’s grains | 36.5 | 7.41 | 54.1 | 23.2 |
Chemical analysis of feed refusal and manure.
| Chemical Analysis | Hen Diet | Maize Distillers | Okara | Brewer’s Grains |
|---|---|---|---|---|
| N content in feed refusal and manure, % | 3.35 | 4.94 | 3.52 | 3.26 |
| K content in feed refusal and manure, % | 1.93 | 1.92 | 2.70 | 0.11 |
| P content in feed refusal and manure, % | 1.26 | 1.32 | 0.88 | 0.88 |
Environmental impact of larvae grown on different substrates (kg of larvae dry weight).
| Impact Category | Unit | Hen Diet | Maize Distillers | Okara | Brewer’s Grains |
|---|---|---|---|---|---|
| Climate change | kg CO2 eq | 5.76 | 1.95 | 0.68 | 0.81 |
| Ozone depletion | g CFC−11 eq | 2.76 × 10−7 | 4.47 × 10−7 | 9.61 × 10−8 | 1.41 × 10−7 |
| Particulate matter | g PM2.5 eq | 1.66 | 0.45 | 0.31 | 0.42 |
| Photochemical ozone formation | g NMVOC eq | 10.2 | 3.39 | 1.91 | 2.38 |
| Acidification | molc H+ eq | 0.049 | 0.002 | 0.004 | 0.004 |
| Terrestrial eutrophication | molc N eq | 0.205 | −0.001 | 0.003 | 0.001 |
| Freshwater eutrophication | g P eq | 0.50 | 0.61 | 0.20 | 0.28 |
| Marine eutrophication | g N eq | 37.7 | 2.43 | 0.55 | 0.64 |
| Land use | kg C deficit | 94.7 | 4.92 | 1.25 | 1.79 |
| Water resource depletion | m3 water eq | 1.26 | 1.16 | 0.75 | 1.06 |
| Mineral, fossil, and ren resource depletion | kg Sb eq | 2.95 × 10−5 | 8.06 × 10−6 | −1.34 × 10−7 | −1.17 × 10−6 |
Figure 2Relative weight of different processes of larvae grown on a hen diet.
Figure 3Relative weight of different processes of larvae grown on maize distiller.
Figure 4Climate change estimation to produce 1 kg of protein from black soldier fly (BSF) larvae production (on different substrates) from fish meal and from two vegetable feeds (sunflower meal and soybean meal).
Figure 5Climate change estimation to produce 1 kg of lipids from BSF larvae production (on different substrates) from two types of vegetable feed (a rapeseed meal and vegetable oil mix).
Figure 6Sensitivity analysis: environmental impact evaluation substituting okara and brewer’s grain with sunflower meal (red bar) or soybean meal (blue bar) based on protein content.