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A Multi-criteria Decision Analysis of Co-substrate Selection to Improve Biowaste Composting: a Mathematical Model Applied to Colombia

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Abstract

Several physicochemical properties of biowaste can limit its composting. The incorporation of bulking agents (BA) and amendment materials (AM) is the most frequently applied operational approach to overcome such substrate limitations. This work proposes a decision model to optimally select bulking agents and amendment materials by applying a multicriteria analysis. The main objective of this study was to present a methodology to rank the co-substrates needed to compost biowaste. To accomplish this aim, an integrated hierarchy-based model was used that accounted for technical and environmental criteria. In particular, Analytical Hierarchy Process (AHP) and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) were used to rank the potential co-substrates. The co-substrate ranking that was achieved with AHP and TOPSIS was then complemented by a cost analysis. The results of this study demonstrated the importance and the significant weight of the technical criteria, such as nutrients, porosity and biodegradability. The methodology was applied to a small town in Colombia that operates a biowaste composting facility. The results of the application of the tool in the above case study revealed that the most suitable materials for biowaste composting were sugarcane filter cake and star grass.

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Abbreviations

AHP:

Analytic Hierarchy Process

AM:

Amendment materials

BA:

Bulking agents

Bw:

Biowaste

INS:

Ideal negative solution

IPS:

Ideal positive solution

MCDA:

Multicriteria Based Decision Analysis methods

MSW:

Municipal Solid Waste

MR:

Mixing Ratio

OM:

Organic matter

t:

Tonne

TOPSIS:

Technique for Order of Preference by Similarity to Ideal Solution

TOC:

Total organic carbon

TN:

Total nitrogen

TP:

Total phosphorus

TK:

Total potassium

TF:

Turning Frequency

References

  • Aghajani Mir M et al (2016) Application of TOPSIS and VIKOR improved versions in a multi criteria decision analysis to develop an optimized municipal solid waste management model. J Environ Manag 166:109–115. https://doi.org/10.1016/j.jenvman.2015.09.028

    Article  Google Scholar 

  • Ali Y, Aslam Z, Dar HS, Mumtaz U (2018) A multi-criteria decision analysis of solid waste treatment options in Pakistan: Lahore City—a case in point. Environ Syst Decis 38(4):1–16

    Article  Google Scholar 

  • Angelo ACM, Saraiva AB, Clímaco JCN, Infante CE, Valle R (2017) Life Cycle Assessment and Multi-criteria Decision Analysis: Selection of a strategy for domestic food waste management in Rio de Janeiro. J Clean Prod 143:744–756

    Article  Google Scholar 

  • Arias O, Viña S, Uzal M, Soto M (2017) Composting of pig manure and forest green waste amended with industrial sludge. Sci Total Environ 586:1228–1236. https://doi.org/10.1016/j.scitotenv.2017.02.118

    Article  Google Scholar 

  • Awasthi MK, Pandey AK, Bundela PS, Khan J (2015) Co-composting of organic fraction of municipal solid waste mixed with different bulking waste: Characterization of physicochemical parameters and microbial enzymatic dynamic. Bioresour Technol 182:200–207

    Article  Google Scholar 

  • Awasthi M, Wang Q, Huang H, Ren X, Lahori A, Mahar A, Amjad A, Fen S, Ronghua L, Zengqiang Z (2016) Influence of zeolite and lime as additives on greenhouse gas emissions and maturity evolution during sewage sludge composting. Bioresour Technol 216:172–181. https://doi.org/10.1016/j.biortech.2016.05.065

    Article  Google Scholar 

  • Banar M, Özkan A, Kulaç A (2011) Choosing a recycling system using ANP and ELECTRE III techniques. Turk J Eng Environ Sci 34:145–154

    Google Scholar 

  • Barrena Gómez R, Vázquez Lima F, Gordillo Bolasell MA, Gea T, Sánchez Ferrer A (2005) Respirometric assays at fixed and process temperatures to monitor composting process. Bioresour Technol 96:1153–1159. https://doi.org/10.1016/j.biortech.2004.09.026

    Article  Google Scholar 

  • Barthod J, Rumpel C, Dignac M-F (2018) Composting with additives to improve organic amendments. A review. Agron Sustain Dev 38:1–23

    Article  Google Scholar 

  • Bernal MP, Alburquerque JA, Moral R (2009) Composting of animal manures and chemical criteria for compost maturity assessment. A review. Bioresour Technol 100:5444–5453. https://doi.org/10.1016/j.biortech.2008.11.027

    Article  Google Scholar 

  • Bernal MP, Sommer SG, Chadwick D, Qing C, Guoxue L, Michel FC (2017) Chapter three - current approaches and future trends in compost quality criteria for agronomic, environmental, and human health benefits. In: Sparks DL (ed) Advances in agronomy, Vol 144, Academic Press, Cambridge, pp 143–233. https://doi.org/10.1016/bs.agron.2017.03.002

  • Bernstad Saraiva Schott A, Wenzel H, La Cour Jansen J (2016) Identification of decisive factors for greenhouse gas emissions in comparative life cycle assessments of food waste management - An analytical review. J Clean Prod 119:13–24. https://doi.org/10.1016/j.jclepro.2016.01.079

    Article  Google Scholar 

  • Bottero M, Comino E, Riggio V (2011) Application of the analytic hierarchy process and the analytic network process for the assessment of different wastewater treatment systems. Environ Model Softw 26:1211–1224. https://doi.org/10.1016/j.envsoft.2011.04.002

    Article  Google Scholar 

  • Bueno P, Yanez R, Caparros S, Díaz MJ (2009) Evaluating environmental parameters for minimum ammonium losses during composting of trimming residues. J Air Waste Manag Assoc 59:790–800

    Article  Google Scholar 

  • Costa M, Cestonaro T, LAdM C, MAT R, Carneiro LJ, Pereira DC, HEF L (2015) Improving the nutrient content of sheep bedding compost by adding cattle manure. J Clean Prod 86:9–14. https://doi.org/10.1016/j.jclepro.2014.08.093

    Article  Google Scholar 

  • Daza MC, Oviedo-Ocaña ER, Marmolejo-Rebellón LF, Torres-Lozada P (2014) Selección de sistemas agroambientales con potencial uso de compost de biorresiduos municipales Agroenvironmental systems selection for using compost from municipal biowastes. Acta Agron 64(2):134–145

    Article  Google Scholar 

  • Delgado-Rodríguez M, Ruiz-Montoya M, Giraldez I, López R, Madejón E, Díaz MJ (2011) Influence of control parameters in VOCs evolution during MSW trimming residues composting. J Agric Food Chem 59:13035–13042

    Article  Google Scholar 

  • Du LL, Yuan J, Li GX, Yang JB (2015) Effect of aeration rate on the NH3 and H2S emissions and maturity of kitchen waste composting. Zhongguo Huanjing Kexue/China Environ Sci 35:3714–3720

  • Edjabou ME, Jensen MB, Götze R, Pivnenko K, Petersen C, Scheutz C, Astrup TF (2015) Municipal solid waste composition: sampling methodology, statistical analyses, and case study evaluation. Waste Manag 36:12–23

    Article  Google Scholar 

  • Escalante H, Castro L, Gauthier-Maradei P, Rodríguez De La Vega R (2016) Spatial decision support system to evaluate crop residue energy potential by anaerobic digestionc. Bioresour Technol 219:80–90. https://doi.org/10.1016/j.biortech.2016.06.136

    Article  Google Scholar 

  • Fan YV, Lee CT, Klemeš JJ, CPC Bong, Ho WS (2016) Economic assessment system towards sustainable composting quality in the developing countries. Clean Techn Environ Policy 18:2479–2491. https://doi.org/10.1007/s10098-016-1209-9

  • Faverial J, Boval M, Sierra J, Sauvant D (2016) End-product quality of composts produced under tropical and temperate climates using different raw materials: A meta-analysis. J Environ Manag 183:909–916

    Article  Google Scholar 

  • Fernández-Delgado Juárez M, Gómez-Brandón M, Insam H (2015a) Merging two waste streams, wood ash and biowaste, results in improved composting process and end products. Sci Total Environ 511:91–100

  • Fernández-Delgado Juárez M, Prähauser B, Walter A, Insam H, Franke-Whittle IH (2015b) Co-composting of biowaste and wood ash, influence on a microbially driven-process. Waste Manag 46:155–164. https://doi.org/10.1016/j.wasman.2015.09.015

  • Götze R, Boldrin A, Scheutz C, Astrup TF (2016) Physico-chemical characterisation of material fractions in household waste: Overview of data in literature. Waste Manag 49:3–14. https://doi.org/10.1016/j.wasman.2016.01.008

    Article  Google Scholar 

  • Hanserud OS, Cherubini F, Øgaard AF, Müller DB, Brattebø H (2018) Choice of mineral fertilizer substitution principle strongly influences LCA environmental benefits of nutrient cycling in the agri-food system. Sci Total Environ 615:219–227. https://doi.org/10.1016/j.scitotenv.2017.09.215

    Article  Google Scholar 

  • Hargreaves J, Adl M, Warman P (2008) A review of the use of composted municipal solid waste in agriculture. Agric Ecosyst Environ 123:1–14

    Article  Google Scholar 

  • ICONTEC (2011) Norma Técnica Colombiana 5167. Productos para la Industria Agrícola, Productos Orgánicos Usados como Abonos o Fertilizantes y Enmiendas de Suelo

  • Jara-Samaniego J, Pérez-Murcia MD, Bstamente MA, Pérez-Espinosa A, Paredes C, López M, López-Lluch D, Gavilanes-Terán I, Moral R (2016) Composting as sustainable strategy for municipal solid waste management in the Chimborazo region, Ecuador: suitability of the obtained composts for seedling production. J Clean Prod 141:1349–1358. https://doi.org/10.1016/j.jclepro.2016.09.178

    Article  Google Scholar 

  • Li Z, Lu H, Ren L, He L (2013) Experimental and modeling approaches for food waste composting: a review. Chemosphere 93:1247–1257. https://doi.org/10.1016/j.chemosphere.2013.06.064

    Article  Google Scholar 

  • Liu K-M, Lin S-H, Hsieh J-C, Tzeng G-H (2018) Improving the food waste composting facilities site selection for sustainable development using a hybrid modified MADM model. Waste Manag 75:44–59

    Article  Google Scholar 

  • Luo WH, Yuan J, Luo YM, Li GX, Nghiem LD, Price WE (2014) Effects of mixing and covering with mature compost on gaseous emissions during composting. Chemosphere 117:14–19. https://doi.org/10.1016/j.chemosphere.2014.05.043

    Article  Google Scholar 

  • Maleki-Ghelichi E, Sharifi M (2017) Prioritize and choose the best process of anaerobic digestion to produce energy from biomass using analytic hierarchy process (AHP). Geol Ecol Landscapes 1:219–224

    Article  Google Scholar 

  • Mir MA, Ghazvinei PT, Sulaiman NMN, Basri NEA, Saheri S, Mahmood NZ, Jahan A, Begum R, Aghamohammadi N (2016) Application of TOPSIS and VIKOR improved versions in a multi criteria decision analysis to develop an optimized municipal solid waste management model. J Environ Manag 166:109–115

    Article  Google Scholar 

  • Nigussie A, Bruun S, Kuyper TW, de Neergaard A (2017) Delayed addition of nitrogen-rich substrates during composting of municipal waste: effects on nitrogen loss, greenhouse gas emissions and compost stability. Chemosphere 166:352–362. https://doi.org/10.1016/j.chemosphere.2016.09.123

    Article  Google Scholar 

  • Onwosi CO, Igbokwe VC, Odimba JN, Eke IE, Nwankwoala MO, Iroh IN, Ezeogu LI (2017) Composting technology in waste stabilization: on the methods, challenges and future prospects. J Environ Manag 190:140–157

    Article  Google Scholar 

  • Oviedo R, Marmolejo L, Torres P (2017) Advances in research on biowaste composting in small municipalities of developing countries. Lessons from Colombia. Rev Ing Invest Tecnol 18:31–42

    Google Scholar 

  • Oviedo-Ocaña E, Dominguez I, Komilis D, Sánchez A (2019) Co-composting of green waste mixed with unprocessed and processed food waste: influence on the composting process and product quality. Waste Biomass Valoriz 10(1):63–74

  • Pires A, Chang N-B, Martinho G (2011) An AHP-based fuzzy interval TOPSIS assessment for sustainable expansion of the solid waste management system in Setúbal Peninsula, Portugal. Resour Conserv Recycl 56:7–21. https://doi.org/10.1016/j.resconrec.2011.08.004

    Article  Google Scholar 

  • Proietti P, Calisti R, Gigliotti G, Nasini L, Regni L, Marchini A (2016) Composting optimization: integrating cost analysis with the physical-chemical properties of materials to be composted. J Clean Prod 137:1086–1099. https://doi.org/10.1016/j.jclepro.2016.07.158

    Article  Google Scholar 

  • Ruggieri L, Gea T, Artola A, Sánchez A (2009) Air filled porosity measurements by air pycnometry in the composting process: a review and a correlation analysis. Bioresour Technol 100:2655–2666

    Article  Google Scholar 

  • Saaty RW (1987) The analytic hierarchy process—what it is and how it is used. Math Model 9:161–176. https://doi.org/10.1016/0270-0255(87)90473-8

    Article  Google Scholar 

  • Saer A, Lansing S, Davitt NH, Graves RE (2013) Life cycle assessment of a food waste composting system: environmental impact hotspots. J Clean Prod 52:234–244

    Article  Google Scholar 

  • Soltani A, Hewage K, Reza B, Sadiq R (2015) Multiple stakeholders in multi-criteria decision-making in the context of municipal solid waste management: a review. Waste Manag 35:318–328

    Article  Google Scholar 

  • Soto-Paz J, Oviedo-Ocaña E, Manyoma P, Marmolejo-Rebellón L, Torres-Lozada P, Barrena R, Sánchez A, Komilis D (2019) Influence of mixing ratio and turning frequency on the co-composting of biowaste with sugarcane filter cake: a mixture experimental design. Waste Biomass Valoriz:1–15

  • Stefanović G, Milutinović B, Vučićević B, Denčić-Mihajlov K, Turanjanin V (2016) A comparison of the analytic hierarchy process and the analysis and synthesis of parameters under information deficiency method for assessing the sustainability of waste management scenarios. J Clean Prod 130:155–165

    Article  Google Scholar 

  • Thi N, Kumar G, Lin C-Y (2015) An overview of food waste management in developing countries: Current status and future perspective. J Environ Manag 157:220–229. https://doi.org/10.1016/j.jenvman.2015.04.022

    Article  Google Scholar 

  • Vázquez M, de la Varga D, Plana R, Soto M (2018) Nitrogen losses and chemical parameters during co-composting of solid wastes and liquid pig manure. Environ Technol 39:2017–2029

    Article  Google Scholar 

  • Vidal L-A, Marle F, Bocquet J-C (2011) Using a Delphi process and the Analytic Hierarchy Process (AHP) to evaluate the complexity of projects. Expert Syst Appl 38:5388–5405. https://doi.org/10.1016/j.eswa.2010.10.016

    Article  Google Scholar 

  • Yang F, Li GX, Yang QY, Luo WH (2013) Effect of bulking agents on maturity and gaseous emissions during kitchen waste composting. Chemosphere 93:1393–1399. https://doi.org/10.1016/j.chemosphere.2013.07.002

    Article  Google Scholar 

  • Zhang L, Sun X (2016) Influence of bulking agents on physical, chemical, and microbiological properties during the two-stage composting of green waste. Waste Manag 48:115–126

    Article  Google Scholar 

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Acknowledgments

The authors thank Colciencias for financing the research project -CI 2985 and for financing the PhD candidate, Jonathan Soto-Paz, as a national doctoral fellow, ad 727 of 2015. R. Oviedo-Ocaña thanks the Universidad Industrial de Santander (UIS) for the support received during the development of this investigation.

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Correspondence to Dimitrios Komilis.

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Soto-Paz, J., Oviedo-Ocaña, E.R., Manyoma, P.C. et al. A Multi-criteria Decision Analysis of Co-substrate Selection to Improve Biowaste Composting: a Mathematical Model Applied to Colombia. Environ. Process. 6, 673–694 (2019). https://doi.org/10.1007/s40710-019-00387-6

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