Skip to main content
Log in

Effects of different irrigation practices using treated wastewater on tomato yields, quality, water productivity, and soil and fruit mineral contents

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Wastewater use in agricultural irrigation is becoming a common practice in order to meet the rising water demands in arid and semi-arid regions. The study was conducted to determine the effects of the full (FI), deficit (DI), and partial root-zone drying (PRD) irrigation practices using treated municipal wastewater (TWW) and freshwater (FW) on tomato yield, water use, fruit quality, and soil and fruit heavy metal concentrations. The TWW significantly increased marketable yield compared to the FW, as well as decreased water consumption. Therefore, water use efficiency (WUE) in the TWW was significantly higher than in the FW. Although the DI and the PRD practices caused less yields, these practices significantly increased WUE values due to less irrigation water applied. The water–yield linear relationships were statistically significant. TWW significantly increased titratable acidity and vitamin C contents. Reduced irrigation provided significantly lower titratable acidity, vitamin C, and lycopene contents. TWW increased the surface soil and fruit mineral contents in response to FW. Greater increases were observed under FI, and mineral contents declined with reduction in irrigation water. Heavy metal accumulation in soils was within safe limits. However, Cd and Pb contents in fruits exceeded standard limits given by FAO/WHO. Higher metal pollution index values determined for fruits also indicated that TWW application, especially under FI, might cause health risks in long term.

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

  • Affi N, El-Fadl A, El-Otmani M, Benismail MC, Idrissi LM, Salghi R, El-Mastor A (2012) Comparative effects of partial rootzone drying and deficit irrigation on physiological parameters of tomato crop. Der Pharma Chemica 4:2402–2407

    CAS  Google Scholar 

  • Agbemafle R, Owusu-Sekyere JD, Bart-Plange A (2015) Effect of deficit irrigation and storage on the nutritional composition of tomato (Lycopersicon esculentum Mill. cv. Pectomech). Croatian J Food Tech Biotech Nutr 10:59–65

    Google Scholar 

  • Aiello R, Cirelli GL, Consoli S (2007) Effects of reclaimed wastewater irrigation on soil and tomato fruits: a case study in Sicily (Italy). Agric Water Manag 93:65–72

    Article  Google Scholar 

  • Akhtar SS, Li G, Andersen MN, Liu F (2014) Biochar enhances yield and quality of tomato under reduced irrigation. Agric Water Manag 138:37–44

    Article  Google Scholar 

  • Al-Lahham O, El Assi NM, Fayyad M (2003) Impact of treated wastewater irrigation on quality attributes and contamination of tomato fruit. Agric Water Manag 61:51–62

    Article  Google Scholar 

  • Al-Lahham O, El Assi NM, Fayyad M (2007) Translocation of heavy metals to tomato (Solanum lycopersicom L.) fruit irrigated with treated wastewater. Sci Hortic 113:250–254

    Article  CAS  Google Scholar 

  • Allen RG, Pereira S, Raes D, Smith M (1998) Crop evapotranspiration. Guidelines for computing crop water requirements. FAO Irrigation and Drainage Paper No.56, Rome

  • Al-Momany AM, Arabiat SA, Fardous A (2014) Growth and quality of tomato irrigated with treated waste water to control Fusarium wilt. Int J Environ Water 3:161–176

    Google Scholar 

  • Alrajhi A, Beecham S, Bolan NS, Hassanli A (2015) Evaluation of soil chemical properties irrigated with recycled wastewater under partial root-zone drying irrigation for sustainable tomato production. Agric Water Manag 161:127–135

    Article  Google Scholar 

  • APHA (1995) Standard methods for the examination of water and wastewater. In: Clesceri LS, Greenberg AE (eds) Eaton AD, 19th edn. American Public Health Association, Washington, DC

    Google Scholar 

  • Areola O, Dikinya O, Mosime L (2011) Comparative effects of secondary treated waste water irrigation on soil quality parameters under different crop types. Afr J Plant Sci Biotechnol 5:41–55

    Google Scholar 

  • Ayers RS, Westcot DW (1985) Water quality for agriculture. FAO Irrigation and Drainage Paper 29, Rome

  • Black CA (1965) Methods of soil analysis. American Society of Agronomy, Madison, WI

    Google Scholar 

  • Blake GR, Hartge KH (1986) Bulk density. In: Klute A (ed) Methods of Soil Analysis, part 1, Physical and Mineralogical Methods, 2nd ed. Agronomy Monograph 9, American Society of Agronomy Inc., Madison, WI, pp 363-375

  • Cassel DK, Nielsen DR (1986) Fields capacity and available water capacity. In: Klute A (ed) Methods of Soil Analysis, part 1, Physical and Mineralogical Methods, 2nd ed. Agronomy Monograph 9, American Society of Agronomy Inc., Madison, WI, pp 901-926

  • Cemeroğlu B (2010) Food analysis, 2nd edn. Nobel Academic Publishing, Ankara (In Turkish)

    Google Scholar 

  • Cirelli GL, Consoli S, Licciardello F, Aiello R, Giuffrida F, Leonardi C (2012) Treated municipal wastewater reuse in vegetable production. Agric Water Manag 104:163–170

    Article  Google Scholar 

  • Codex Alimentarius Commission (2001) Food additives and contaminants. Joint FAO/WHO Food Standards Programme. ALINORM 01(12A):1–289

    Google Scholar 

  • Codex Alimentarius Commission (2011) Joint FAO/WHO food standards programme, codex committee on contaminants in foods, working document for information and use in discussions related to contaminants and toxins in the GSCTFF, CF/5 INF/1

  • Connor R, Faurès JM, Kuylenstierna J, Margat J, Steduto P, Vallée D, van der Hoek W (2009) Evolution of water use. The United Nations World Water Development Report 3: Water in a Changing World. UNESCO Publishing, London

    Google Scholar 

  • de Silva NDG, Cholewa E, Ryser P (2012) Effects of combined drought and heavy metal stresses on xylem structure and hydraulic conductivity in red maple (Acer rubrum L.) J Exp Bot 63:5957–5966

    Article  Google Scholar 

  • Disciglio G, Gatta G, Libutti A, Gagliardi A, Carlucci A, Lops F, Cibelli F, Tarantino A (2015) Effects of irrigation with treated agro-industrial wastewater on soil chemical characteristics and fungal populations during processing tomato crop cycle. J Soil Sci Plant Nutr 15:765–780

    CAS  Google Scholar 

  • Eltan E (1998) Drinking and irrigation water analysis methods. General Directorate of Rural Services Publication No.19, Ankara. (In Turkish)

  • Emongor VE, Macheng BJ, Kefilwe S (2012) Effects of secondary sewage effluent on the growth, development, fruit yield and quality of tomatoes (Lycopersicon Lycopersicum (L.) Karten). Acta Hortic 944:29–40

    Article  Google Scholar 

  • EPA (2001) EPA method 1687. Total Kjeldahl nitrogen in water and biosolids by automated colorimetry with preliminary distillation/digestion. U.S. Environmental Protection Agency Office of Water Office of Science and Technology Engineering and Analysis Division, Washington, DC

  • Gatta G, Libutti A, Gagliardi A, Beneduce L, Brusetti L, Borruso L, Disciglio G, Tarantino E (2015) Treated agro-industrial wastewater irrigation of tomato crop: effects on qualitative/quantitative characteristics of production and microbiological properties of the soil. Agric Water Manag 149:33–43

    Article  Google Scholar 

  • Gee GW, Bauder JW (1986) Particle-size analysis. In: Klute A (ed) Methods of Soil Analysis, part 1, Physical and Mineralogical Methods, 2nd ed. Agronomy Monograph 9, American Society of Agronomy Inc., Madison, WI, pp 383-411

  • George B, Kaur C, Khurdiya DS, Kapoor HC (2004) Antioxidant in tomato (Lycopersium esculentum) as a function of genotype. Food Chem 84:45–51

    Article  CAS  Google Scholar 

  • Gharaibeh MA, Marschner B, Heinze S (2015) Metal uptake of tomato and alfalfa plants as affected by water source, salinity, and Cd and Zn levels under greenhouse conditions. Environ Sci Pollut Res Int 22:18894–18905

    Article  CAS  Google Scholar 

  • Giordano LB, Silva JBC, Barbosa V (2000) Escolha de cultivars e plantio. In: Silva JBC, Guarding LB (eds) Tomatoe Para Processamento Industrial. CNPH, Brasilia, pp 36–59

    Google Scholar 

  • Giuliani MM, Gatta G, Nardella E, Tarantino E (2016) Water saving strategies assessment on processing tomato cultivated in Mediterranean region. Ital J Agron 11:69–76

    Article  Google Scholar 

  • Howell TA (2001) Enhancing water use efficiency in irrigated agriculture. Agron J 93:281–289

    Article  Google Scholar 

  • Hussain I, Raschid L, Hanjra MA, Marikar F, van der Hoek W (2002) Wastewater use in agriculture: review of impacts and methodological issues in valuing impacts. Working Paper 37. International Water Management Institute, Colombo

  • Ismail MR, Phizackerley S (2009) Effects of partial rootzone and controlled deficit irrigation on growth, yield and peroxidase activities of tomatoes (Lycopersicon esculentum Mill.) Int J Agr Res 4:46–52

    Article  CAS  Google Scholar 

  • Ismail SM, Ozawa K, Khondaker NA (2007) Effect of irrigation frequency and timing on tomato yield, soil water dynamics and water use efficiency under drip irrigation. Eleventh International Water Technology Conference, IWTC11 2007 Sharm El-Sheikh, Egypt, pp 69–84

  • Kacar B (2009) Soil analysis, 2nrd edn. Nobel Academic Publishing, Ankara (In Turkish)

  • Kacar B, İnal A (2010) Plant analysis, 2nd edn. Nobel Academic Publishing, Ankara (In Turkish)

    Google Scholar 

  • Karadede H, Ünlü E (2000) Concentrations of some heavy metals in water, sediment and fish species from the Atatürk Dam Lake (Euphrates), Turkey. Chemosphere 41:1371–1376

    Article  CAS  Google Scholar 

  • Khan MJ, Jan MT, Ullah F, Khan NU, Arif M, Perveen S, Alam S, Jan AU (2011) The effect of using waste water for tomato. Pakistan J Bot 43:1033–1044

    CAS  Google Scholar 

  • Khan A, Javid S, Muhmood A, Mjeed T, Niaz A, Majeed A (2013) Heavy metal status of soil and vegetables grown on peri-urban area of Lahore district. Soil Environ 32:49–54

    CAS  Google Scholar 

  • Khaskhoussy K, Kahlaoui B, Nefzi BM, Jozdan O, Dakheel A, Hachicha M (2015) Effect of treated wastewater irrigation on heavy metals distribution in a Tunisian soil. Eng. Tech. Appl Sci Res 5:805–810

    Google Scholar 

  • Kirda C, Cetin M, Dasgan Y, Topcu S, Kaman H, Ekici B, Derici MR, Ozguven AI (2004) Yield response of greenhouse grown tomato to partial root drying and conventional deficit irrigation. Agric Water Manag 69:191–201

    Article  Google Scholar 

  • Kottek M, Grieser J, Beck C, Rudolf B, Rubel F (2006) World map of the Köppen-Geiger climate classification updated. Meteorol Z 15:259–263

    Article  Google Scholar 

  • Lente I, Ofosu-Anim J, Brimah AK, Atiemo S (2014) Heavy metal pollution of vegetable crops irrigated with wastewater in Accra, Ghana. W Afr J Appl Ecol 22:41–58

    Google Scholar 

  • Li Y, Li J, Wen J (2012) Responses of tomato yield and water consumption to water quality and drip ırrigation technical parameters. 2012 ASABE Annual International Meeting, July 29 – August 1, 2012, Texas. ASABE Meeting Presentation Paper No. 12-1340899

  • Lindsay WL, Norvell WA (1978) Development of a DTPA soil test for zinc, iron, manganese, and copper. Soil Sci Soc Am J 42:421–428

    Article  CAS  Google Scholar 

  • Marjanović M, Jovanović Z, Stikić R, Radović BV (2015) The effect of partial root-zone drying on tomato fruit growth. Procedia Environ Sci 29:87

    Article  Google Scholar 

  • Mateo-Sagasta J, Medlicott K, Qadir M, Raschid-Sally L, Drechsel P, Liebe J (2013) Proceedings of the UN-Water project on the Safe Use of Wastewater in Agriculture. In: Liebe J, Ardakanian R, (eds) Proceedings Series No. 11, UN-Water Decade Programme on Capacity Development (UNW-DPC), Bonn

  • McLean EO (1982) Soil pH and lime requirement. In: Page AL, Miller RH, Keeney DR (eds) Methods of Soil Analysis, part 2, Chemical and Microbiological Properties, 2nd edn. Agronomy Monograph 9, American Society of Agronomy Inc., Madison, WI, pp 199-224

  • Misra RK, Patel JH, Baxi VR (2010) Reuse potential of laundry greywater for irrigation based on growth, water and nutrient use of tomato. J Hydrol (Amsterdam) 386:95–102

    Article  CAS  Google Scholar 

  • Nahar K, Gretzmacher R (2002) Effect of water stress on nutrient uptake, yield and quality of tomato (Lycopersicon esculentum Mill.) under subtropical conditions. Die Bodenkultur 53:45–51

    CAS  Google Scholar 

  • Najafi P (2006) Effects of using subsurface drip irrigation and treated municipal waste water in irrigation of tomato. Pakistan J Biol Sci 9:2672–2676

    Article  Google Scholar 

  • Nardella E, Giuliani MM, Gatta G, De Caro A (2012) Yield response to deficit irrigation and partial root-zone drying in processing tomato (Lycopersicon esculentum Mill.) J Agr Sci Tech 2:209–219

    CAS  Google Scholar 

  • Nelson DW, Sommers LE (1982) Methods of Soil Analysis, part 2, Chemical and Microbiological Properties, 2nd edn. In: Page AL, Miller RH, Keeney DR (eds) Total carbon, organic carbon, and organic matter. Agronomy Monograph 9, American Society of Agronomy Inc., Madison, WI, pp 539–580

    Google Scholar 

  • Nelson RE (1982) Methods of Soil Analysis, part 2, Chemical and Microbiological Properties, 2nd edn. Agronomy Monograph 9. In: Page AL, Miller RH, Keeney DR (eds) Carbonate and gypsum. American Society of Agronomy Inc., Madison, WI, pp 181–198

    Google Scholar 

  • Nollet LML (2000) Handbook of water analysis. Marcel Dekker, Inc., New York, NY

    Google Scholar 

  • Oliveira VS, Lima AMN, Salviano AM, Bassoi LH, Pereira GE (2015) Heavy metals and micronutrients in the soil and grapevine under different irrigation strategies. R Bras Ci Solo 39:162–173

    Article  Google Scholar 

  • Olsen SR, Sommers LE (1982) Methods of Soil Analysis, part 2, Chemical and Microbiological Properties, 2nd edn. Agronomy Monograph 9. In: Page AL, Miller RH, Keeney DR (eds) Phosphorus. American Society of Agronomy Inc., Madison, WI, pp 403–430

    Google Scholar 

  • Özbay N, Ateş K (2015) Evaluation of fresh market tomato cultivars for climatic conditions of Bingöl. Turkish J Agr Nat Sci 2:226–236

    Google Scholar 

  • Pescod MB (1992) Wastewater treatment and use in agriculture. FAO Irrigation and Drainage Paper 47, Rome

  • Prokić L, Stikić R (2011) Effects of different drought treatments on root and shoot development of the tomato wild type and flacca mutant. Arch Biol Sci Belgrade 63:1167–1171

    Article  Google Scholar 

  • Psarras G, Chartzoulakis K, Kasapakis I, Kloppmann W (2014) Effect of different irrigation techniques and water qualities on yield, fruit quality and health risks of tomato plants. Acta Hortic 1038:601–608

    Article  Google Scholar 

  • Rhoades JD (1996) Methods of Soil Analysis, part 3, Chemical Methods. In: Sparks DL, Page AL, Helmke PA, Loeppert RH, Soltanpour PN, Tabatabai MA, Johnston CT, Sumner ME (eds) Salinity: electrical conductivity and total dissolved solids. Soil Science Society of America Book Series, No. 5, Madison, WI, pp 417–435

    Google Scholar 

  • Richards LA (1954) Diagnosis and improvement saline and alkaline soils. U.S. Department of Agriculture Handbook No. 60, Washington DC

  • Rusan MJM, Hinnawi S, Rousan L (2007) Long term effect of wastewater irrigation of forage crops on soil and plant quality parameters. Desalination 215:143–152

    Article  Google Scholar 

  • Sadras VO (2009) Does partial root-zone drying improve irrigation water productivity in the field? A meta-analysis. Irrig Sci 27:183–190

    Article  Google Scholar 

  • SAS (2000) Software for Release 8.1. Statistical Analysis System Institute, Cary, NC, USA

  • Savić S, Stikić R, Radović BV, Bogičević B, Jovanović Z, Šukalović VH (2008) Comparative effects of regulated deficit irrigation (RDI) and partial root-zone drying (PRD) on growth and cell wall peroxidase activity in tomato fruits. Sci Hortic 117:15–20

    Article  Google Scholar 

  • Savic S, Stikic R, Zaric V, Vucelic-Radovic B, Jovanovic Z, Marjanovic M, Djordjevic S, Petkovic D (2011) Deficit irrigation technique for reducing water use of tomato under polytunnel conditions. J Cent Eur Agr 12:597–607

    Google Scholar 

  • Sepaskhah AR, Ahmadi SH (2010) A review on partial root-zone drying irrigation. Int J Plant Prod 4:241–258

    Google Scholar 

  • Shi J, Le Maguer M (2000) Lycopene in tomatoes: chemical and physical properties affected by food processing. Crit Rev Food Sci Nutr 40:1–42

    Article  CAS  Google Scholar 

  • Singh A, Agrawal M (2012) Effects of waste water irrigation on physical and biochemical characteristics of soil and metal partitioning in Beta vulgaris L. Agric Res 1:379–391

    Article  CAS  Google Scholar 

  • Singh PK, Deshbhratar PB, Ramteke DS (2012) Effects of sewage wastewater irrigation on soil properties, crop yield and environment. Agric Water Manag 103:100–104

    Article  Google Scholar 

  • Stikic R, Popovic S, Srdic M, Savic D, Jovanovic Z, Lj P, Zdravkovic J (2003) Partial root drying (PRD): a new technique for growing plants that saves water and improves the quality of fruit. Bulg J Plant Physiol Special Issue:164–171

  • Sobeih WY, Dodd IC, Bacon MA, Grierson D, Davies WJ (2004) Long-distance signals regulating stomatal conductance and leaf growth in tomato (Lycopersicon esculentum) plants subjected to partial root-zone drying. J Exp Bot 55:2353–2363

    Article  CAS  Google Scholar 

  • Su C, Jiang LQ, Zhang WJ (2014) A review on heavy metal contamination in the soil worldwide: situation, impact and remediation techniques. Environ Skeptics Critics 3:24–38

    Google Scholar 

  • Sun Y, Holm PE, Liu F (2014) Alternate partial root-zone drying irrigation improves fruit quality in tomatoes. Horti Sci (Prague) 41:185–191

    Google Scholar 

  • The Official Gazette (2010) Regulation on use in soil of domestic and urban sewage sludge in Turkey. The Official Gazette No: 27661, Ankara. (In Turkish)

  • Thompson RB, Gallardo M, Valdez LC, Fernández MD (2007) Using plant water status to define threshold values for irrigation management of vegetable crops using soil moisture sensors. Agric Water Manag 88:147–158

    Article  Google Scholar 

  • TSI (2011) TS EN ISO 9308-1, water quality—detection and enumeration of Escherichia coli and coliform bacteria-part 1: membrane filtration method. Turkish Standards Institution, Ankara

    Google Scholar 

  • TUIK (2015) Crop production statistics. Turkish Statistical Institute, Ankara

    Google Scholar 

  • Tunc T, Sahin U (2016) Red cabbage yield, heavy metal content, water use and soil chemical characteristics under wastewater irrigation. Environ Sci Poll Res 23:6264–6276

    Article  CAS  Google Scholar 

  • Turhan A, Şeniz V (2009) Estimation of certain chemical constituents of fruits of selected tomato genotypes grown in Turkey. Afr J Agric Res 4:1086–1092

    Google Scholar 

  • Tüzüner A (1990) Soil and water analysis laboratories handbook. Ministry of Agriculture, Forestry and Rural Affairs, General Directorate of Rural Services, Ankara (In Turkish)

    Google Scholar 

  • Ünlü H, Padem H (2009) Effects of farm manure, microbial fertilizer and plant activator uses on yield and quality properties in organic tomato growing. Ekoloji 19:1–9

    Google Scholar 

  • Vergine P, Lonigro A, Salerno C, Rubino P, Berardi G, Pollice A (2017) Nutrient recovery and crop yield enhancement in irrigation with reclaimed wastewater: a case study. Urban Water J 14:325–330

    Article  CAS  Google Scholar 

  • Vijayarengan P, Mahalakshmi G (2013) Changes in the photosynthetic responses and biochemical constituents of tomato (Lycopersicon esculentum Mill.) under zinc stress. World Appl Sci J 24:654–659

    Google Scholar 

  • Wang Y, Liu F, Andersen MN, Jensen CR (2010a) Improved plant nitrogen nutrition contributes to higher water use efficiency in tomatoes under alternate partial root-zone irrigation. Funct Plant Biol 37:175–182

    Article  CAS  Google Scholar 

  • Wang Y, Liu F, de Neergaard A, Jensen LS, Luxhøi J, Jensen CR (2010b) Alternate partial root-zone irrigation induced dry/wet cycles of soils stimulate N mineralization and improve N nutrition in tomatoes. Plant Soil 337:167–177

    Article  CAS  Google Scholar 

  • Warner J, Zhang TQ, Hao X (2004) Effects of nitrogen fertilization on fruit yield and quality of processing tomatoes. Canadian J Plant Sci 84:865–871

    Article  Google Scholar 

  • WPCR (2008) Water pollution control regulation. The Official Gazette of the Turkish Republic No. 26786, Ankara, Turkey

  • Wuana RA, Okieimen FE (2011) Heavy metals in contaminated soils: are view of sources, chemistry, risks and best available strategies for remediation. Int Schol Res Network Ecol Article ID 402647:1–20

    Google Scholar 

  • Yamasaki S, Dillenburg LR (1999) Measurements of leaf relative water content in araucaria angustifolia. Rev Brasilleira de Fisiologia Vegetal 11:69–75

    Google Scholar 

  • Yang L, Qu H, Zhang Y, Li F (2012) Effects of partial root-zone irrigation on physiology, fruit yield and quality and water use efficiency of tomato under different calcium levels. Agric Water Manag 104:89–94

    Article  Google Scholar 

  • Zavadil J (2009) The effect of municipal wastewater irrigation on the yield and quality of vegetables and crops. Soil Water Res 4:91–103

    CAS  Google Scholar 

  • Zegbe-Domínguez JA, Behboudian MH, Lang A, Clothier BE (2003) Deficit irrigation and partial rootzone drying maintain fruit dry mass and enhance fruit quality in ‘Petopride’ processing tomato (Lycopersicon esculentum, Mill.) Sci Hortic 98:505–510

    Article  Google Scholar 

  • Zegbe JA, Behboudian MH, Clothier BE (2004) Partial rootzone drying is a feasible option for irrigating processing tomatoes. Agric Water Manag 68:195–206

    Article  Google Scholar 

  • Zheng J, Huang G, Jia D, Wang J, Mota M, Pereira LS, Huang Q, Xu X, Liu H (2013) Responses of drip irrigated tomato (Solanum lycopersicum L.) yield, quality and water productivity to various soil matric potential thresholds in an arid region of Northwest China. Agric Water Manag 129:181–193

    Article  Google Scholar 

Download references

Funding

The authors wish to express their thanks to Ataturk University for the financial support of this research project (BAP-2012/414).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Azize Dogan Demir.

Additional information

Responsible editor: Philippe Garrigues

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Demir, A.D., Sahin, U. Effects of different irrigation practices using treated wastewater on tomato yields, quality, water productivity, and soil and fruit mineral contents. Environ Sci Pollut Res 24, 24856–24879 (2017). https://doi.org/10.1007/s11356-017-0139-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-017-0139-3

Keywords

Navigation