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Carbon mineralization from sewage sludge-amended mine dump by response surface methodology

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Abstract

Application of sewage sludge to degraded soil has received considerable attention because of its potential for soil fertilization and also as an effective, low-cost disposal method. An understanding of the decomposition of organic substrates in soil is essential to determine the relative worth of different materials for the improvement of soil agrochemical properties. Therefore, this study was aimed to evaluate the C mineralization of mining soil amended with dried sewage sludge and co-composted with olive pruning by response surface methodology. We carried out an aerobic incubation in the laboratory using varying doses of waste (0–100 g kg−1) following a D-optimal design over 30 days at 40 % field capacity and 28 °C. The CO2 evolution pattern was monitored throughout the incubation time. The experimental design allowed evaluating how the characteristics of the sludge affected the C mineralization process as showed by surface and contour plots and estimated the kinetic parameter of CO2–C production at several application doses. The dried sludge supplied an easily degradable C pool that produces 5 times higher CO2–C than that found for the co-composted one. Mineralization process, performed differently for each sludge, can be discriminated by mineralization and metabolic quotients. Additionally, fluorescence spectrometry also discriminates the composition of dissolved organic matter from each substrate. In both cases, soil biological activity was enhanced. The overall results suggest that response surface methodology was effective in the assessment of C mineralization over a wide range of sludge doses and times, in the identification of interactions between incubation factors and in the prediction of the dose of sludge and time for obtaining target C mineralization (and vice versa).

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References

  • Amani IT, Nosrati M, Mousavi SM, Kermanshahi RK (2011) Study of syntrophic anaerobic digestion of volatile fatty acids using enriched cultures at mesophilic conditions. Int J Environ Sci Tech 8:83–96

    Article  CAS  Google Scholar 

  • Anderson JPE (1982) Soil respiration. In: Page AL, Miller RH, Keeney DR (eds) Methods of soil analysis. Part 2. Soil Science Society of America, Madison, WI, pp 837–871

    Google Scholar 

  • Anderson TH, Domsch KH (2010) Soil microbial biomass: the eco-physiological approach. Soil Biol Biochem 42:2039–2043

    Article  CAS  Google Scholar 

  • Blázquez G, Calero M, Hernáinz F, Tenorio G, Martín-Lara MA (2011) Batch and continuous packed column studies of chromium (III) biosorption by olive stone. Environ Prog Sustain Energy 30:576–585

    Article  Google Scholar 

  • Bolan NS, Adriano DC, Kunhikrishnan A, James T, McDowell R, Senesi N (2011) Dissolved organic matter: biogeochemistry, dynamics, and environmental significance in soils. In: Sparks DL (ed) Advances in agronomy, vol 110. Elsevier Academic Press Inc, San Diego, pp 1–75

    Google Scholar 

  • Borisover M, Lordian A, Levy GJ (2012) Water-extractable soil organic matter characterization by chromophoric indicators: effects of soil type and irrigation water quality. Geoderma 179:28–37

    Article  Google Scholar 

  • Bufflap SE, Allen HE (1995) Comparison of pore-water sampling techniques for trace metals. Water Res 29:2051–2054

    Article  CAS  Google Scholar 

  • Calderon FJ, Mcarty GW, Van Kessel JS, Reeves JB (2004) Carbon and nitrogen dynamics during incubation of manured soil. Soil Sci Soc Am J 68:1592–1599

    Article  CAS  Google Scholar 

  • de Nobili M, Contin M, Mondini C, Brookes PC (2011) Soil microbial biomass is triggered into activity by trace amounts of substrate. Soil Biol Biochem 33:1163–1170

    Article  Google Scholar 

  • Delgado Moreno L, Peña A, Mingorance MD (2009) Design of experiments in environmental chemistry studies: example of the extraction of triazines from soil after olive cake amendment. J Hazard Mater 162:1121–1128

    Article  CAS  Google Scholar 

  • Domene X, Alcañiz JM, Andrés P (2007) Ecotoxicological assessment of organic wastes using the soil collembolan Folsomia candida. Appl Soil Ecol 35:461–472

    Article  Google Scholar 

  • ED 86/278/EEC (1986) European Council, Sewage Sludge Directive, http://ec.europa.eu/environment/waste/sludge/index.htm

  • Eivazi F, Tabatabai MA (1988) Glucosidases and galactosidases in soils. Soil Biol Biochem 20:601–606

    Article  CAS  Google Scholar 

  • Epstein E (2003) Land application of sewage sludge and biosolids. Lewis Publishers, New York

    Google Scholar 

  • Eriksson L, Johansson E, Wikstrom C (1998) Mixture design–design generation, PLS analysis, and model usage. Chemometr Intell Lab 43:1–24

    Article  CAS  Google Scholar 

  • Fellman JB, Hood E, Spencer RGM (2010) Fluorescence spectroscopy opens new windows into dissolved organic matter dynamics in freshwater ecosystems: a review. Limnol Oceanogr 55:2452–2462

    Article  CAS  Google Scholar 

  • Fernández JM, Plaza C, Hernández D, Polo A (2007) Carbon mineralization in soils amended with thermally-dried and composted sewage sludges. Geoderma 137:497–503

    Article  Google Scholar 

  • Gillis JD, Price GW (2011) Comparison of a novel model to three conventional models describing carbon mineralization from soil amended with organic residues. Geoderma 160:306–310

    Article  Google Scholar 

  • Hernández-Soriano MC, Peña A, Mingorance MD (2007) Response surface methodology for the microwave assisted extraction of insecticides from soil samples. Anal Bioanal Chem 389:619–630

    Article  Google Scholar 

  • Hernández-Soriano MC, Peña A, Mingorance MD (2010) Release of metals from metal-amended soil treated with a sulfosuccinamate surfactant: effects of surfactant concentration, soil/solution ratio, and pH. J Environ Qual 39:1298–1305

    Article  Google Scholar 

  • Kalali A, Ebadi T, Rabbani A, Sadri Moghaddam S (2011) Response surface methodology approach to the optimization of oil hydrocarbon polluted soil remediation using enhanced soil washing. Int J Environ Sci Tech 8:389–400

    Article  CAS  Google Scholar 

  • Khuri AI, Mukhopadhyay S (2010) Response surface methodology. WIREs Comp Stat 2010(2):128–149

    Article  Google Scholar 

  • Lundstedt T, Seifert E, Abramo L, Thelin B, Nyström Å, Pettersen J, Bergman R (1998) Experimental design and optimization. Chemometr Intell Lab 42:3–40

    Article  CAS  Google Scholar 

  • Macedo dos Santos L, Marcondes Bastos D, Milori P, Simoes ML, Lopes da Silva WT, Pereira-Filho ER, de Melo WJ, Martin-Neto L (2010) Characterization by fluorescence of organic matter from oxisols under sewage sludge applications. Soil Sci Soc Am J 74:94–104

    Article  CAS  Google Scholar 

  • Marando G, Jimenez P, Hereter A, Julià M, Ginovart M, Bonmati M (2011) Effects of thermally dried and composted sewage sludges on the fertility of residual soils from limestone quarries. Appl Soil Ecol 49:234–241

    Article  Google Scholar 

  • Mays DA, Sistani KR, Soileau JM (2000) Lime and fertilizer needs for land reclamation. In: Barnhisel RI, Darmody RG, Daniels WL (eds) Reclamation of drastically disturbed lands. American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, Madison, WI, pp 217–240

    Google Scholar 

  • Miller MP, Simone BE, McKnight DM, Cory RM, Boyer EW (2010) New light on a dark subject: comment. Aquat Sci 72:269–275

    Article  CAS  Google Scholar 

  • Mingorance MD, Barahona E, Fernandez-Galvez J (2007) Guidelines for improving organic carbon recovery by the wet oxidation method. Chemosphere 68:409–413

    Article  CAS  Google Scholar 

  • Mummey DL, Stahl PD, Buyer JS (2001) Microbial biomarkers as an indicator of ecosystem recovery following surface mine reclamation. Appl Soil Ecol 21:251–259

    Article  Google Scholar 

  • Myers RH, Montgomery DC (2002) Response surface methodology, 2nd edn. Wiley, New York

    Google Scholar 

  • Pedra F, Polo A, Ribeiro A, Domingues H (2007) Effects of municipal solid waste compost and sewage sludge on mineralization of soil organic matter. Soil Biol Biochem 39:1375–1382

    Article  CAS  Google Scholar 

  • Pérez-Lomas AL, Delgado G, Párraga J, Delgado R, Almendros G, Aranda V (2010) Evolution of organic matter fractions after application of co-compost of sewage sludge with pruning waste to four Mediterranean agricultural soils: a soil microcosm experiment. Waste Manag 30:1957–1965

    Article  Google Scholar 

  • Roig N, Sierra J, Martíc E, Nadal M, Schuhmachera M, Domingo JL (2012) Long-term amendment of Spanish soils with sewage sludge: effects on soil functioning. Agric Ecosyst Environ 158:41–48

    Article  Google Scholar 

  • Rovira P, Rovira R (2010) Fitting litter decomposition datasets to mathematical curves: towards a generalised exponential approach. Geoderma 155:329–343

    Article  Google Scholar 

  • Saviozzi A, Levi-Minzi R, Riffaldi R (1993) Mineralization parameters from organic materials added to soil as a function of their chemical composition. Bioresour Technol 45:131–135

    Article  CAS  Google Scholar 

  • Sheoran V, Sheoran AS, Poonia P (2010) Soil reclamation of abandoned mined land by revegetation: a review. Int J Soil Sediment Water 3:1–20. http://scholarworks.umass.edu/intljssw/vol3/iss2/13/

    Google Scholar 

  • Song U, Lee EJ (2010) Environmental and economical assessment of sewage sludge compost application on soil and plants in a landfill. Resour Conserv Recycl 54:1109–1116

    Article  Google Scholar 

  • Tarrasón D, Ojeda G, Ortiz O, Alcañiz JM (2010) Effects of different types of sludge on soil microbial properties: a field experiment on degraded Mediterranean soils. Pedosphere 20:681–691

    Article  Google Scholar 

  • Turrión MB, Lafuente F, Mulas R, López O, Ruipérez C, Pando V (2012) Effects on soil organic matter mineralization and microbiological properties of applying compost to burned and unburned soils. J Environ Manag 95:S245–S249

    Article  Google Scholar 

  • Vance E, Brookes P, Jenkinson D (1987) An extraction method for measuring soil microbial biomass carbon. Soil Biol Biochem 19:703–707

    Article  CAS  Google Scholar 

  • Xue S, Zhao Q, Wei L, Song Y, Tie M (2012) Fluorescence spectroscopic characterization of dissolved organic matter fractions in soils in soil aquifer treatment. Environ Monit Assess 185:4591–4603

    Article  Google Scholar 

  • Yuste JC, Baldocchi DD, Gershenson A, Goldstein A, Mission L, Wong S (2007) Microbial soil respiration and its dependency on carbon inputs, soil temperature and moisture. Glob Change Biol 13:2018–2035

    Article  Google Scholar 

  • Zhou J, Wang JJ, Baudon A, Chow AT (2013) Improved fluorescence excitation-emission matrix regional integration to quantify spectra for fluorescent dissolved organic matter. J Environ Qual 42:925–930

    Article  CAS  Google Scholar 

  • Zsolnay A, Baigar E, Jimenez M, Steinweg B, Saccomandi F (1999) Differentiating with fluorescence spectroscopy the sources of dissolved organic matter in soils subjected to drying. Chemosphere 38:45–50

    Article  CAS  Google Scholar 

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Acknowledgments

The authors wish to acknowledge funding from the Junta de Andalucía through projects P08-RNM3526 and for a PhD fellowship (A. Sevilla-Perea) co-financed with FEDER funds. MCHS thanks the Fulbright program and the Spanish Ministry of Education for a postdoctoral fellowship (FMECD-2010). EMASAGRA and Biomasa del Guadalquivir are thanked for kindly providing dried and co-composted sludge, respectively.

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Correspondence to M. D. Mingorance.

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Sevilla-Perea, A., Hernández-Soriano, M.C. & Mingorance, M.D. Carbon mineralization from sewage sludge-amended mine dump by response surface methodology. Int. J. Environ. Sci. Technol. 12, 125–138 (2015). https://doi.org/10.1007/s13762-013-0443-5

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