| Literature DB >> 29999178 |
Lydia Palma1, Shannon J Ceballos1, Paulina C Johnson1, Deb Niemeier2, Maurice Pitesky3, Jean S VanderGheynst1.
Abstract
BACKGROUND: The increasing production of almonds worldwide has resulted in the significant generation of byproduct streams that require end uses. One potential use for byproducts is for cultivation of additional food sources including insects. Studies were performed to determine if black soldier fly larvae (Hermetia illucens L.) could be cultivated on almond byproducts (hulls and shells) and to examine the effect of aeration and moisture on larvae growth and hull composition.Entities:
Keywords: almond hulls; almond shells; black soldier fly larvae; insect production
Mesh:
Substances:
Year: 2018 PMID: 29999178 PMCID: PMC6282619 DOI: 10.1002/jsfa.9252
Source DB: PubMed Journal: J Sci Food Agric ISSN: 0022-5142 Impact factor: 3.638
Figure 1Schematic and picture of a cultivation bioreactor.
Parameters for experiments
| Variables | Aeration experiment | Moisture experiment |
|---|---|---|
| Carbon to nitrogen ratio | 29 | 29 |
| Moisture content (g kg−1 wet basis) | 580 | 480–680 |
| Inoculation density (g dry weight larvae kg dry weight hulls−1) | 2.4 | 1.5 |
| Average larvae weight in inoculum (mg dry weight/larvae) | 2.5 | 0.57 |
| Aeration rate (mL min−1g dry weight−1) | 0.04–0.95 | 0.63 |
| Incubation temperature (°C) | 26 | 28 |
Figure 2Larvae (a) harvest dry weight, (b) yield, (c) methionine and cysteine content, and (d) calcium content after cultivation on almond hulls for 14 days at varying aeration rates. For harvest dry weight and yield, each point represents the mean harvest weight from three bioreactors with the exception of 0.95 mL min−1 g dry weight−1, which only had two bioreactors. Different letters above points indicate significant differences between treatments (P < 0.05). For amino acid and calcium content each point represents analysis of larvae pooled from three bioreactors with the exception of the treatment at 0.95 mL min−1 g dry weight−1 which consisted of pooled larvae from two bioreactors.
Parameters from nonlinear regression of larvae specific growth and yield data to a logistic model (Eqn (3))
| Independent variable | Parameter, units | Estimated value (standard error) | R2 |
|---|---|---|---|
| Larvae harvest weight, mg dry weight/larvae | M, mg/larvae | 19.1 (1.5) | 0.97 |
| k, mL−1 min g dry | 6.9 (2.3) | ||
| x0, mL min−1 g dry−1 | 0.150 (0.048) | ||
| Larvae yield, unitless | M, unitless | 0.0536 (0.0009) | 0.98 |
| k, mL−1 min g dry | 31.7 (5.9) | ||
| x0, mL min−1 g dry−1 | 0.079 (0.004) |
Figure 3Mean hull consumption after larvae cultivation on almond hulls for 14 days at varying aeration rates. Each point represents the mean hull consumption associated with three bioreactors with the exception of 0.95 mL min−1 g dry weight−1, which only had two bioreactors. Different letters above points indicate significant differences between treatments (P < 0.05).
Figure 4Larvae (a) harvest dry weight, (b) yield, (c) methionine and cysteine content, and (d) calcium content after cultivation on almond hulls for 14 days at varying initial hull moisture contents. Each point represents the results from one bioreactor.
Linear regression of harvest dry weight, yield and consumption data as a function of hull initial moisture content (g kg−1 wet basis)
| Independent variable | Parameters | Values (standard error) |
| R2 |
|---|---|---|---|---|
| Larvae harvest dry weight (mg/larvae) | Slope, mg g−1 kg Intercept (mg/larvae) |
0.013 (0.002) | 0.002 | 0.87 |
| Larvae yield (unitless) |
Slope, g−1 kg |
3.7x10−4 (1.1 x10−4) | 0.03 | 0.72 |
| Hull consumption, with larvae (%) |
Slope, % g−1 kg |
−0.09 (0.02) | 0.01 | 0.75 |
| Hull consumption, without larvae (%) |
Slope, % g−1 kg |
−0.08 (0.02) | 0.02 | 0.68 |
Figure 5Consumption of almond hulls by larvae and microorganisms after cultivation for 14 days with varying initial hull moisture contents. Each point represents the hull consumption associated with one bioreactor.
BSFL nutritional composition comparison (dry basis)
| Growth substrate | Methionine, g kg−1 | Cysteine, g kg−1 | Calcium, g kg−1 | Study |
|---|---|---|---|---|
| Chicken feed | 7.6 | 2.5 | 28.7 | Spranghers |
| Digestate | 8.7 | 2.4 | 66.2 | Spranghers |
| Vegetable waste | 7.6 | 2.1 | 28.7 | Spranghers |
| Restaurant waste | 2.8 | 2.2 | 1.2 | Spranghers |
| Almond hulls | 4.7 | 2.8 | 16–18 | Aeration rate |
| Almond hulls | 5.2 | 3.1 | 25.3 | Moisture content |