Skip to main content

Advertisement

Log in

Environmental Effectiveness of Swine Sewage Management: A Multicriteria AHP-Based Model for a Reliable Quick Assessment

  • Published:
Environmental Management Aims and scope Submit manuscript

Abstract

Environmental issues related to swine production are still a major concern for the general public and represent a key challenge for the swine industry. The environmental impact of higher livestock concentration is particularly significant where it coincides with weaker policy standards and poor manure management. Effective tools for environmental monitoring of the swine sewage management process become essential for verifying the environmental compatibility of farming facilities and for defining suitable policies aimed at increasing swine production sustainability. This research aims at the development and application of a model for a quick assessment of the environmental effectiveness of the pig farming sewage management process. In order to define the model, multicriteria techniques, and in particular, Saaty’s analytic hierarchy process, were used to develop an iterative process in which the various key factors influencing the process under investigation were analyzed. The model, named EASE (Environmental Assessment of Sewages management Effectiveness), was optimized and applied to the Lake Trasimeno basin (Umbria, Italy), an area of high natural, environmental and aesthetic value. In this context, inadequate disposal of pig sewage represents a potential source of very considerable pollution. The results have demonstrated how the multicriteria model can represent a very effective and adaptable tool also in those decision-making processes aimed at the sustainable management of livestock production.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • ANAS (2005) Osservatorio dell’Associazione Nazionale Allevatori Suinicoli. http://www.anas.it. Accessed 23 Jan 2013 (in Italian)

  • APAT (2005) L’inquinamento da nitrati di origine agricola nelle acque interne in Italia. APAT (Italian Agency for Environmental Protection and Technical Services) Report no. 50/2005. http://www.isprambiente.gov.it/contentfiles/00003700/3766-rapporto-2005-50.pdf/at_download/file. Accessed 24 Jan 2013 (in Italian)

  • Bellarby J, Tirado R, Leip A, Weiss F, Lesschen JP, Smith P (2013) Livestock greenhouse gas emissions and mitigation potential in Europe. Glob Chang Biol 19:3–18. doi:10.1111/j.1365-2486.2012.02786.x

    Article  Google Scholar 

  • Berthiaume P, Bigras-Poulin M, Rousseau AN (2005) Dynamic simulation model of nitrogen fluxes in pig housing and outdoor storage facilities. Biosyst Eng 92:453–467. doi:10.1016/j.biosystemseng.2005.08.008

    Article  Google Scholar 

  • Berthiaume P, Bigras-Poulin M, Rousseau AN (2007) Sensitivity analysis and application of a dynamic simulation model of nitrogen fluxes in pig housing and outdoor storage facilities. Biosyst Eng 96:455–470. doi:10.1016/j.biosystemseng.2006.12.008

    Article  Google Scholar 

  • Boggia A, Pennacchi F (eds) (1999) Sviluppo agricolo sostenibile del bacino del Lago Trasimeno. University of Perugia-Dipartimento di Scienze Economiche ed Estimative, ARUSIA-Region of Umbria, Italy (in Italian)

  • Bonazzi G, Fabbri C, Valli L (2003) Allevamenti a basso impatto ambientale. CRPA, Centro Ricerche Produzioni Animali, Regione Emilia Romagna. Informatore Agrario Edizioni, Bologna (in Italian)

  • Boroushaki S, Malczewski J (2010) Participatory GIS: a web-based collaborative GIS and multicriteria decision analysis. Urisa J 22:23–32

    Google Scholar 

  • Brouwer F (1998) Nitrogen balances at farm level as a tool to monitor effects of agri-environmental policy. Nutr Cycl Agroecosyst 52:303–308. doi:10.1023/A:1009783302364

    Article  Google Scholar 

  • Burton C, Martinez J (2008) Contrasting the management of livestock manures in Europe with the practice in Asia: What lessons can be learnt? Outlook Agric 37:195–201. doi:10.5367/000000008785915494

    Article  Google Scholar 

  • Carver SJ (1991) Integrating multi-criteria evaluation with geographical information systems. Int J Geogr Inf Syst 5:321–339. doi:10.1080/02693799108927858

    Article  Google Scholar 

  • CRPA (1993) Manuale per la gestione e l’utilizzazione agronomica dei reflui zootecnici. CRPA, Centro Ricerche Produzioni Animali, Regione Emilia Romagna. Tecnograf, Reggio Emilia (in Italian)

  • Degré A, Debouche C, Verhève D (2007) Conventional versus alternative pig production assessed by multicriteria decision analysis. Agron Sustain Dev 27:185–195. doi:10.1051/agro:2007004

    Article  Google Scholar 

  • Di Fazio S, Modica G, Zoccali P (2011) Evolution trends of land use/land cover in a Mediterranean forest landscape in Italy. ICCSA 2011, Part I, Lecture notes in computer science, vol 6782, pp 284–299. Springer, Berlin. doi:10.1007/978-3-642-21928-3_20

  • Duckstein L, Opricovic S (1980) Multiobjective optimization in river basin development. Water Resour Res 16:14–20. doi:10.1029/WR016i001p00014

    Article  Google Scholar 

  • Duke JM, Aull-Hyde R (2002) Identifying public preferences for land preservation using the analytic hierarchy process. Ecol Econ 42:131–145. doi:10.1016/S0921-8009(02)00053-8

    Article  Google Scholar 

  • EEA (2005) Agriculture and environment in EU-15. The IRENA indicator report. EEA (European Environment Agency) Report No. 6/2005, Office for Official Publications of the European Communities, Luxembourg. http://www.eea.europa.eu/publications/eea_report_2005_6/at_download/file. Accessed 24 Jan 2013

  • EEA (2007) Europe’s environment. The fourth assessment. EEA (European Environment Agency) State of the Environment Report No. 1/2007, Office for Official Publications of the European Communities, Luxembourg. http://www.eea.europa.eu/publications/state_of_environment_report_2007_1/Belgrade_EN_all_chapters_incl_cover.pdf. Accessed 24 Jan 2013

  • EEA (2009) EEA Signals 2009, key environmental issues facing Europe. Office for Official Publications of the European Communities, Luxembourg. http://www.eea.europa.eu/publications/signals-2009/at_download/file. Accessed 24 Jan 2013

  • European Commission (2009) The role of European agriculture in climate change mitigation. Commission staff working document, SEC (2009) 1093 final, Brussels. http://ec.europa.eu/agriculture/climate-change/pdf/sec2009_1093_en.pdf. Accessed 24 Jan 2013

  • FAO (2009) The state of food and agriculture. Livestock in the balance. FAO, Food and Agriculture Organization of the United Nations, Rome. http://www.globalpolicy.org/images/pdfs/SocEcon/2010/FAO_food_and_agriculture_report.pdf. Accessed 24 Jan 2013

  • FAO (2013) Faostat. http://faostat3.fao.org/home/index.html. Accessed 25 Jun 2013

  • Figueira J, Greco S, Ehrgott M (2005) Multiple criteria decision analysis: state of the art surveys. Springer, New York. doi:10.1007/b100605

  • Fusco Girard L, De Toro P (2007) Integrated spatial assessment: a multicriteria approach to sustainable development of cultural and environmental heritage in San Marco deiCavoti. Italy Central Eur J Oper Res 15:281–299. doi:10.1007/s10100-007-0031-1

    Article  Google Scholar 

  • Fusco Girard L, Torre C (2012) The use of ahp in a multiactor evaluation for urban development programs: a case study. ICCSA 2012, Part II, Lecture notes in computer science, vol 7334. Springer, Berlin, pp 157–167. doi:10.1007/978-3-642-31075-1_12

  • Gerber PJ, Carsjens GJ, Pak-uthai T, Robinson TP (2008) Decision support for spatially targeted livestock policies: diverse examples from Uganda and Thailand. Agric Syst 96:37–51. doi:10.1016/j.agsy.2007.05.004

    Article  Google Scholar 

  • Gysi C, Schwaninger B (2000) Whole-farm nutrient balance on integrated and organic vegetable farms—a step toward sustainable farming in Switzerland. In Fokkema, Robinson TL (eds) Proceedings of the XXV international horticultural congress, Part 3: Culture techniques with special emphasis on environmental implications, Brussels, Belgium

  • Halberg N, Van der Werf HMG, Basset-Mens C et al (2005) Environmental assessment tools for the evaluation and improvement of European livestock production systems. Livest Prod Sci 96:33–50. doi:10.1016/j.livprodsci.2005.05.013

    Article  Google Scholar 

  • Hatfield JL, Brumm MC, Melvin SW (1998) Swine manure management. In: Wright RJ, Kemper WD, Millner PD, Power JF, Korcak RF (eds) Agricultural uses of municipal, animal and industrial byproducts. USDA-ARS Conservation. Research Report No. 44

  • ISTAT (2012) Number of farms and heads. Years 2003, 2005, 2007, 2010. I. Stat, Data warehouse of ISTAT (Italian National Institute of Statistics). http://dati.istat.it/Index.aspx?lang=en. Accessed 24 Jan 2013

  • Jain DK, Tim US, Jolly R (1995) Spatial decision support system for planning sustainable livestock production. Comput Environ Urban Syst 19:57–75. doi:10.1016/0198-9715(94)00031-X

    Article  Google Scholar 

  • Ju S, DeAngelis DL (2010) Nutrient fluxes at the landscape level and the R* rule. Ecol Model 221:141–146. doi:10.1016/j.ecolmodel.2009.10.003

    Article  CAS  Google Scholar 

  • Keeney RL, Raiffa H (1993) Decisions with multiple objectives: preferences and value trade-offs, 2nd edn. Cambridge University Press, Cambridge

    Google Scholar 

  • Kesner BT, Meentemeyer V (1989) A regional analysis of total nitrogen in an agricultural landscape. Landsc Ecol 2:151–163. doi:10.1007/BF00126015

    Article  Google Scholar 

  • Lanyon L, Beegle D (1989) The role of on-farm nutrient balance assessments in an integrated approach to nutrient management. J Soil Water Conserv 44(2):164–168

    Google Scholar 

  • Lopez-Ridaura S, Van Der Werf H, Paillat JM, Le Bris B (2009) Environmental evaluation of transfer and treatment of excess pig slurry by life cycle assessment. J Environ Manag 90:1296–1304. doi:10.1016/j.jenvman.2008.07.008

    Article  CAS  Google Scholar 

  • Ma J, Scott NR, DeGloria SD, Lembo AJ (2005) Siting analysis of farm-based centralized anaerobic digester systems for distributed generation using GIS. Biomass Bioenergy 28:591–600. doi:10.1016/j.biombioe.2004.12.003

    Article  Google Scholar 

  • Malczewski J (2006) GIS-based multicriteria decision analysis: a survey of the literature. Int J Geogr Inf Sci 20:703–726. doi:10.1080/13658810600661508

    Article  Google Scholar 

  • Marie M, Srour G, Ziki B (2009) Multi-criteria evaluation of small ruminant farming systems sustainability in Lebanon and Algeria. Options Méditerr 91:13–20

    Google Scholar 

  • Martinez J, Dabert P, Barrington S, Burton C (2009) Livestock waste treatment systems for environmental quality, food safety, and sustainability. Bioresour Technol 100:5527–5536. doi:10.1016/j.biortech.2009.02.038

    Article  CAS  Google Scholar 

  • Mendes A, Soares da Silva E, Azevedo Santos J (eds) (2013) Efficiency measures in the agricultural sector. Springer, Dordrecht

    Google Scholar 

  • Modica G, Vizzari M, Pollino M, Fichera CR, Zoccali P, Di Fazio S (2012) Spatio-temporal analysis of the urban–rural gradient structure: an application in a Mediterranean mountainous landscape (Serra San Bruno, Italy). Earth Syst Dyn 3:263–279. doi:10.5194/esd-3-263-2012

    Article  Google Scholar 

  • Morari F, Lugato E, Borin M (2004) An integrated lpoint source model-GIS system for selecting criteria of best management practices in the Po Valley, North Italy. Agric Ecosyst Environ 102:247–262. doi:10.1016/j.agee.2003.09.025

    Article  Google Scholar 

  • Munier N (2004) Multicriteria environmental assessment: a practical guide. Kluwer Academic Publisher, Dordrecht

    Google Scholar 

  • Neri M, Menconi ME, Vizzari M, Mennella V (2010) Propuesta de una nueva metodología para la ubicación de infraestructuras viarias ambientalmente sostenibles. Aplicación en el tramo viario de la pedemontana Fabriano-Muccia. Informes de la Construccion 517:101–112. doi:10.3989/ic.09.043

    Google Scholar 

  • Nijkamp P, Rietveld P, Voogd H (1990) Multicriteria evaluation in physical planning. Elsevier Science Ltd, Oxford

    Google Scholar 

  • Öborn I, Edwards A, Witter E, Oenema O, Ivarsson K, Withers PJA, Nilsson SI, Richert Stinzing A (2003) Element balances as a tool for sustainable nutrient management: a critical appraisal of their merits and limitations within an agronomic and environmental context. Eur J Agron 20:211–225. doi:10.1016/S1161-0301(03)00080-7

    Article  Google Scholar 

  • Oenema O (2006) Nitrogen budgets and losses in livestock systems. Int Congr Ser 1293:262–271. doi:10.1016/j.ics.2006.02.040

    Article  Google Scholar 

  • Oenema O, Kros H, De Vries W (2003) Approaches and uncertainties in nutrient budgets: implications for nutrient management and environmental policies. Eur J Agron 20(1–2):3–16. doi:10.1016/S1161-0301(03)00067-4

    Article  Google Scholar 

  • Özcan T, Çelebi N, Esnaf Ş (2011) Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem. Expert Syst Appl 38:9773–9779. doi:10.1016/j.eswa.2011.02.022

    Article  Google Scholar 

  • Parris K (1998) Agricultural nutrient balances as agri-environmental indicators: an OECD perspective. Environ Pollut 102:219–225. doi:10.1016/S0269-7491(98)80036-5

    Article  CAS  Google Scholar 

  • Pereira JMC, Duckstein L (1993) A multiple criteria decision-making approach to GIS-based land suitability evaluation. Int J Geogr Inf Syst 7:407–424. doi:10.1080/02693799308901971

    Article  Google Scholar 

  • Philippe F-X, Cabaraux J-F, Nicks B (2011) Ammonia emissions from pig houses: influencing factors and mitigation techniques. Agric Ecosyst Environ 141:245–260. doi:10.1016/j.agee.2011.03.012

    Article  CAS  Google Scholar 

  • Piccinini S, Bonazzi G (2005) Nuove strade per smaltire gli effluenti zootecnici. L’Informatore Agrario 61(7):55–60 (in Italian)

    Google Scholar 

  • Regional Council of Umbria, ARPA Umbria (2008) Annuario dei dati ambientali dell’Umbria. http://www.arpa.umbria.it/canale.asp?id=1283. Accessed 22 Jan 2013

  • Rotz CA (2004) Management to reduce nitrogen losses in animal production. J Anim Sci 82(E. Suppl):E119–E137

    Google Scholar 

  • Roy B (1968) Classement et choix en présence de points de vue multiples. RAIRO Oper Res 2:57–75

    Google Scholar 

  • Roy B (1996) Multicriteria methodology for decision aiding. Kluwer Academic Publishers, Dordrecht

    Book  Google Scholar 

  • Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15:234–281. doi:10.1016/0022-2496(77)90033-5

    Article  Google Scholar 

  • Saaty TL (1980) The analytic hierarchy process: planning, priority setting, resource allocation. McGraw-Hill, New York

    Google Scholar 

  • Saaty TL (1994) Fundamentals of decision making and priority theory with the analytic hierarchy process. RWS Publications, Pittsburgh

    Google Scholar 

  • Saaty TL (2004) Decision making—the analytic hierarchy and network processes (AHP/ANP). J Syst Sci Syst Eng 13:1–35. doi:10.1007/s11518-006-0151-5

    Article  Google Scholar 

  • Saaty TL (2006) Rank from comparisons and from ratings in the analytic hierarchy/network processes. Eur J Oper Res 168:557–570. doi:10.1016/j.ejor.2004.04.032

    Article  Google Scholar 

  • Saaty TL, Shang JS (2011) An innovative orders-of-magnitude approach to AHP-based multi-criteria decision making: prioritizing divergent intangible humane acts. Eur J Oper Res 214:703–715. doi:10.1016/j.ejor.2011.05.019

    Article  Google Scholar 

  • Saaty TL, Vargas L (2012) Models, methods, concepts & applications of the analytic hierarchy process, 2nd edn. Springer, New York

    Book  Google Scholar 

  • Sangiorgi F, Balsari P, Bonfanti P (1986) Reflui zootecnici. Possibili trattamenti in vista dell’impiego agronomico. Edagricole, Bologna (in Italian)

    Google Scholar 

  • Steinfeld H, Gerber P, Wassenaar T, Castel V, Rosales M, de Haan C (2006) Livestock’s long shadow: environmental issues and options. FAO (Food and Agriculture Organization), Rome

  • Steinfeld H, Mooney HA, Schneider F, Neville L (2010) Livestock in a changing landscape. Drivers, consequences, and responses, vol 1. Island Press, Washington DC

    Google Scholar 

  • Sutton Ma, Oenema O, Erisman JW, Leip A, van Grinsven H, Winiwarter W (2011a) Too much of a good thing. Nature 472:159–161. doi:10.1038/472159a

    Article  CAS  Google Scholar 

  • Sutton M, Howard C, Erisman J (2011b) The European nitrogen assessment: sources, effects and policy perspectives. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Teira-Esmatges MR, Flotats X (2003) A method for livestock waste management planning in NE Spain. Waste Manag 23:917–932. doi:10.1016/S0956-053X(03)00072-2

    Article  CAS  Google Scholar 

  • Theobald MR, Dragosits U, Place CJ et al (2005) Modelling nitrogen fluxes at the landscape scale. Water Air Soil Pollut 4:135–142. doi:10.1007/s11267-005-3023-y

    Article  Google Scholar 

  • Tichit M, Puillet L, Sabatier R, Teillard F (2011) Multicriteria performance and sustainability in livestock farming systems: functional diversity matters. Livest Sci 139:161–171. doi:10.1016/j.livsci.2011.03.006

    Article  Google Scholar 

  • Torquati B, Vizzari M, Sportolaro C (2011) Participatory GIS for integrating local and expert knowledge in landscape planning. In: Andreopoulou Z, Manos B, Polman N, Viaggi D (eds) Agricultural and environmental informatics, governance and management: emerging research applications. Information Science Reference, Hershey, pp 378–396. doi:10.4018/978-1-60960-621-3.ch020

  • Tress B, Tress G (2003) Scenario visualisation for participatory landscape planning—a study from Denmark. Landsc Urban Plan 64:161–178. doi:10.1016/S0169-2046(02)00219-0

    Article  Google Scholar 

  • Tzeng G-H, Huang J-J (2011) Multiple attribute decision making: methods and applications. CRC Press, Boca Raton

    Google Scholar 

  • Vargas LG (1990) An overview of the analytic hierarchy process and its applications. Eur J Oper Res 48:2–8. doi:10.1016/0377-2217(90)90056-H

    Article  Google Scholar 

  • Vincke P (1992) Multicriteria decision-aid. Wiley, New York

    Google Scholar 

  • Vizzari M, Mennella V, Maraziti F (2008) Rischio ambientale nel bacino del lago Trasimeno. Vulnerabilità del territorio e impatti legati alla gestione dei liquami suinicoli. Faculty of Agriculture, University of Perugia, Perugia (in Italian)

    Google Scholar 

  • Voogd H (1983) Multicriteria evaluation for urban and regional planning. Pion Ltd, London

    Google Scholar 

  • Weiss F, Leip A (2012) Greenhouse gas emissions from the EU livestock sector: a life cycle assessment carried out with the CAPRI model. Agric Ecosyst Environ 149:124–134. doi:10.1016/j.agee.2011.12.015

    Article  CAS  Google Scholar 

  • Yli-Viikari A, Hietala-Koivu R, Huusela-Veistola E, Hyvönen T, Perälä P, Turtola E (2007) Evaluating agri-environmental indicators (AEIs)—use and limitations of international indicators at national level. Ecol Indic 7:150–163. doi:10.1016/j.ecolind.2005.11.005

    Article  Google Scholar 

Download references

Acknowledgments

This research was developed within a wider project, funded by the Umbrian Regional Council, aimed at the evaluation of the environmental sustainability of the pig farming sector in the Trasimeno basin area. The authors wish to thank all the experts who participated in the multicriteria evaluation process, an essential phase in the development of the EASE model. Special thanks go to veterinarians and farmers of the area of Lake Trasimeno for their valuable support and collaboration in data collection. The authors also would like to thank the editors and the three anonymous reviewers for their valuable comments on earlier versions of this article, which helped us greatly improve the quality of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marco Vizzari.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Vizzari, M., Modica, G. Environmental Effectiveness of Swine Sewage Management: A Multicriteria AHP-Based Model for a Reliable Quick Assessment. Environmental Management 52, 1023–1039 (2013). https://doi.org/10.1007/s00267-013-0149-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00267-013-0149-y

Keywords

Navigation