Cargando…
Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen
In the present work, a statistical optimization of a sustainable coating for core–shell NPK (Nitrogen–Phosphorus–Potassium) fertilizers was investigated. The environmental green coating was enriched in nitrogen using a biomass and renewable source, namely the nitrogen rich fraction of black soldier...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705433/ https://www.ncbi.nlm.nih.gov/pubmed/36443376 http://dx.doi.org/10.1038/s41598-022-24964-2 |
_version_ | 1784840282758447104 |
---|---|
author | Barbi, Silvia Montorsi, Monia Maistrello, Lara Caldironi, Matteo Barbieri, Luisa |
author_facet | Barbi, Silvia Montorsi, Monia Maistrello, Lara Caldironi, Matteo Barbieri, Luisa |
author_sort | Barbi, Silvia |
collection | PubMed |
description | In the present work, a statistical optimization of a sustainable coating for core–shell NPK (Nitrogen–Phosphorus–Potassium) fertilizers was investigated. The environmental green coating was enriched in nitrogen using a biomass and renewable source, namely the nitrogen rich fraction of black soldier fly larvae (BSFL) (Hermetia Illucens, Diptera: Stratiomyidae) reared on vegetable waste. A rational approach was proposed with the aim of calculating the best formulation of the coating, considering both its manufacturing behavior, such as adhesion to the core, and its physical properties, such as homogeneity or plasticity. From a circular economy perspective, together with the nitrogen-rich fraction from BSFL (from 51 to 90 wt.%), water and glycerol were considered for the coating formulation in different proportion: from 10 to 32 wt.% and from 0 to 17 wt.% respectively. The Design of Experiments technique was implemented to limit the total number of tests for the coating formulation (18 tests). ANOVA was employed, with the aim of obtaining mathematical models to derive a better precise and objective formulation. The results show that the use of glycerol can be avoided, as well as only a limited amount of water (11 wt.%) is necessary to obtain an optimized coating formulation, thereafter, satisfying the more relevant technological and physical properties for the coating manufacturing. |
format | Online Article Text |
id | pubmed-9705433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97054332022-11-30 Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen Barbi, Silvia Montorsi, Monia Maistrello, Lara Caldironi, Matteo Barbieri, Luisa Sci Rep Article In the present work, a statistical optimization of a sustainable coating for core–shell NPK (Nitrogen–Phosphorus–Potassium) fertilizers was investigated. The environmental green coating was enriched in nitrogen using a biomass and renewable source, namely the nitrogen rich fraction of black soldier fly larvae (BSFL) (Hermetia Illucens, Diptera: Stratiomyidae) reared on vegetable waste. A rational approach was proposed with the aim of calculating the best formulation of the coating, considering both its manufacturing behavior, such as adhesion to the core, and its physical properties, such as homogeneity or plasticity. From a circular economy perspective, together with the nitrogen-rich fraction from BSFL (from 51 to 90 wt.%), water and glycerol were considered for the coating formulation in different proportion: from 10 to 32 wt.% and from 0 to 17 wt.% respectively. The Design of Experiments technique was implemented to limit the total number of tests for the coating formulation (18 tests). ANOVA was employed, with the aim of obtaining mathematical models to derive a better precise and objective formulation. The results show that the use of glycerol can be avoided, as well as only a limited amount of water (11 wt.%) is necessary to obtain an optimized coating formulation, thereafter, satisfying the more relevant technological and physical properties for the coating manufacturing. Nature Publishing Group UK 2022-11-28 /pmc/articles/PMC9705433/ /pubmed/36443376 http://dx.doi.org/10.1038/s41598-022-24964-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Barbi, Silvia Montorsi, Monia Maistrello, Lara Caldironi, Matteo Barbieri, Luisa Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
title | Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
title_full | Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
title_fullStr | Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
title_full_unstemmed | Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
title_short | Statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
title_sort | statistical optimization of a sustainable fertilizer composition based on black soldier fly larvae as source of nitrogen |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705433/ https://www.ncbi.nlm.nih.gov/pubmed/36443376 http://dx.doi.org/10.1038/s41598-022-24964-2 |
work_keys_str_mv | AT barbisilvia statisticaloptimizationofasustainablefertilizercompositionbasedonblacksoldierflylarvaeassourceofnitrogen AT montorsimonia statisticaloptimizationofasustainablefertilizercompositionbasedonblacksoldierflylarvaeassourceofnitrogen AT maistrellolara statisticaloptimizationofasustainablefertilizercompositionbasedonblacksoldierflylarvaeassourceofnitrogen AT caldironimatteo statisticaloptimizationofasustainablefertilizercompositionbasedonblacksoldierflylarvaeassourceofnitrogen AT barbieriluisa statisticaloptimizationofasustainablefertilizercompositionbasedonblacksoldierflylarvaeassourceofnitrogen |