An integrated model-based approach to the risk assessment of pesticide drift from vineyards

The inhalation of pesticide in air is of particular concern for people living in close contact with intensive agricultural activities. This study aims to develop an integrated modelling methodology to assess whether pesticides pose a risk to the health of people living near vineyards, and apply this methodology in the world-renowned Prosecco DOCG (Italian label for protection of origin and geographical indication of wines) region. A sample field in Bigolino di Valdobbiadene (North-Eastern Italy) was selected to perform the pesticide fate modellization and the consequent inhalation risk assessment for people living in the area. The modellization accounts for the direct pesticide loss during the treatment of vineyards and for the volatilization from soil after the end of the treatment. A fugacity model was used to assess the volatilization flux from soil. The Gaussian puff air dispersion model CALPUFF was employed to assess the airborne concentration of the emitted pesticide over the simulation domain. The subsequent risk assessment integrates the HArmonised environmental Indicators for pesticide Risk (HAIR) and US-EPA guidelines. In this case study the modelled situation turned to be safe from the point of view of human health in the case of non-carcinogenic compounds, and additional improvements were suggested to further mitigate the effect of the most critical compound.

[1]  J. Ares Estimating pesticide environmental risk scores with land use data and fugacity equilibrium models in Misiones, Argentina , 2004 .

[2]  I. Kennedy,et al.  Ecological relative risk (EcoRR): another approach for risk assessment of pesticides in agriculture , 2002 .

[3]  Heping Zhu,et al.  Shields to Reduce Spray Drift , 1997 .

[4]  B Huyghebaert,et al.  Comparative performance of recycling tunnel and conventional sprayers using standard and drift-mitigating nozzles in dwarf apple orchards , 2010 .

[5]  W. Grant,et al.  Simulating the impact of cholinesterase-inhibiting pesticides on non-target wildlife in irrigated crops , 2008 .

[6]  M. C. Newman,et al.  Fundamentals of Ecotoxicology, Second Edition , 2002 .

[7]  E. Barriuso,et al.  Mass transfer of pesticides into the atmosphere by volatilization from soils and plants: overview , 2002 .

[8]  D. Sullivan,et al.  Use of CALPUFF for exposure assessment in a near-field, complex terrain setting , 2010 .

[9]  G. M. Richardson,et al.  Spray deposits and losses in different sized apple trees from an axial fan orchard sprayer: 2. Effects of spray quality , 2001 .

[10]  J. Bales,et al.  Modeling pesticide fate in a small tidal estuary , 2007 .

[11]  J. Ares,et al.  CLFUG: A GIS‐scaleable model of pesticide fate in the soil–groundwater system based on clearance and fugacity paradigms , 1998 .

[12]  D. Sarigiannis,et al.  Considering the cumulative risk of mixtures of chemicals – A challenge for policy makers , 2012, Environmental Health.

[13]  C. Sinfort,et al.  Emission of pesticides to the air during sprayer application: A bibliographic review , 2005 .

[14]  Trevor D. Davies,et al.  Instrumental pressure observations and atmospheric circulation from the 17th and 18th centuries: London and Paris , 2001 .

[15]  J. Vlaming,et al.  Hair 2010 Documentation: Calculating risk indicators related to agricultural use of pesticides within the European Union , 2011 .

[16]  Ilias Mavroidis,et al.  Modelling of odour dispersion around a pig farm building complex using AERMOD and CALPUFF. Comparison with wind tunnel results , 2012 .

[17]  Warren Stiver,et al.  The linear additivity principle in environmental modelling: Application to chemical behaviour in soil , 1989 .

[18]  Pieter Spanoghe,et al.  Risk assessment of pesticide spray drift damage in Belgium , 2007 .

[19]  R. Tenconi,et al.  A study of the impact of agricultural pesticide use on the prevalence of birth defects in northeast Italy. , 2007, Reproductive toxicology.

[20]  Bart Nicolai,et al.  Modelling pesticide flow and deposition from air-assisted orchard spraying in orchards: A new integrated CFD approach , 2010 .

[21]  Randy Yates,et al.  Fixed-Point Arithmetic: An Introduction , 2013 .

[22]  Joseph S. Scire,et al.  A User's Guide for the CALPUFF Dispersion Model , 2000 .

[23]  P. Balsari,et al.  A test bench for the classification of boom sprayers according to drift risk , 2007 .

[24]  Biopotentiality as an index of environmental compensation for composting plants. , 2013, Waste management.

[25]  R Fairman,et al.  Environmental Risk Assessment: Approaches, Experiences and Information Sources , 1998 .

[26]  G. M. Richardson,et al.  Spray deposits and losses in different sized apple trees from an axial fan orchard sprayer: 3. Effects of air volumetric flow rate , 2001 .

[27]  Christian Bockstaller,et al.  Comparison and evaluation of eight pesticide environmental risk indicators developed in Europe and recommendations for future use , 2002 .

[28]  A. Karabelas,et al.  Inventory of pesticide emissions into the air in Europe , 2013 .

[29]  Aaldrik Tiktak,et al.  PEARL model for pesticide behaviour and emissions in soil-plant systems , 2001 .

[30]  Gareth Edwards-Jones,et al.  Comparative evaluation of pesticide risk indices for policy development and assessment in the United Kingdom , 2001 .

[31]  Marco Vighi,et al.  Mapping Cumulative Environmental Risks: Examples from the EU NoMiracle Project , 2011 .

[32]  D. Mackay,et al.  Application of the QWASI (Quantitative Water Air Sediment Interaction) fugacity model to the dynamics of organic and inorganic chemicals in lakes , 1989 .

[33]  Rino Gubiani,et al.  Foliar deposition and pesticide losses from three air-assisted sprayers in a hedgerow vineyard , 1997 .

[34]  Jinming Yang,et al.  A tracer experiment study to evaluate the CALPUFF real time application in a near-field complex terrain setting , 2011 .

[35]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[36]  M. M. Sidahmed,et al.  Symmetrical Multi-foil Shields for reducing Spray Drift , 2004 .

[37]  Luca Palmeri,et al.  A comparison of methods for the assessment of odor impacts on air quality: Field inspection (VDI 3940) and the air dispersion model CALPUFF , 2012 .

[38]  B. J. Van Heyst,et al.  A pesticide emission model (PEM) Part I: model development , 2002 .