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A spatially-distributed model of pesticide leaching Aaldrik Tiktak

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1 http://www.pearl.alterra.nl A spatially-distributed model of pesticide leaching Aaldrik Tiktak http://www.pearl.alterra.nl

2 Outline of presentation Why spatially distributed modelling? What is GeoPEARL? How is a GeoPEARL assessment carried out? Which are the main model outputs? Selected Results and Examples Questions? Overview of the User Interface

3 http://www.pearl.alterra.nl Why spatially distributed modelling in registration? Explicit consideration of the variability of the leaching process: where are the vulnerable regions? Are specific areas (e.g. drinking water abstraction areas) sufficiently protected? Leaching in the area of use Leaching in drinking water abstraction areas

4 http://www.pearl.alterra.nl Why spatially distributed modelling in registration? Explicit calculation of ‘realistic worst-case conditions’: calculation of percentiles of the leaching concentration in space more realistic choice of standard scenario’s, no need for safety factors in registration Position of the Dutch Standard Scenario

5 http://www.pearl.alterra.nl What is GeoPEARL? GeoPEARL is a spatially-distributed model of pesticide leaching to the groundwater and surface waters in the Netherlands. The core of the GeoPEARL consists of PEARL itself.

6 http://www.pearl.alterra.nl The PEARL model - a 1D-column

7 http://www.pearl.alterra.nl Position of column in landscape field- ditches water courses < 3m water courses > 3 m PEARL 1D column Leaching into the regional groundwater Groundwater table Drainage into local surface waters

8 http://www.pearl.alterra.nl Why a complex model??????

9 http://www.pearl.alterra.nl The plot appraoch PEARL is run in a GIS context for a large number of unique combinations (plots) of soil, climate, land-use and hydrogeological units.

10 http://www.pearl.alterra.nl Derivation of the unique combinations:

11 http://www.pearl.alterra.nl Lower boundary of SWAP is upper boundary of National Groundwater Model; Start with NAGROM and a simple unsaturated zone model; Adjust the boundary flux by running NAGROM and SWAP iteratively; Wait until convergence is reached. Obtaining the lower boundary of SWAP: Lower boundary condition is a prescribed flux condition (so-called ‘Neumann condition’);

12 http://www.pearl.alterra.nl Plots are represented by a single vertical column: A plot

13 http://www.pearl.alterra.nl Basic soil properties in GeoPEARL Slightly acidic sandy soils (‘higher part’) Clay soils with near neutral pH-values (‘lower part’) Acidic peat soils pH-KCl!!!!!

14 http://www.pearl.alterra.nl How are GeoPEARL assessments carried out? GeoPEARL is run for 250-6405 plots, depending on spatial detail wanted; The model is run for the area of potential usage only. This area is assumed equivalent to the area of the crop(s) for which a registration is requested; For each plot and crop-type, the model is run for 26, 46 or 66 years (FOCUS procedure); For each plot the median leaching concentration in time is extracted and put into a map.

15 http://www.pearl.alterra.nl To be specified by the user: Substance properties (start with standard dossier) Application schedule Number of plots (i.e. spatial detail wanted) One or more crops for which a registration is requested

16 http://www.pearl.alterra.nl More attention for relationship between soil properties and substance properties: DT 50 in top-soil specified as a function of clay content, pH and organic matter content K F specified as a function of organic matter and pH: or as a function of other properties:

17 http://www.pearl.alterra.nl More attention for relationship between soil properties and substance properties:

18 http://www.pearl.alterra.nl The target variable produced by the model: The 90 th percentile in space and the 50 th percentile in time of the leaching concentration at 1 m depth at the area of (potential) usage

19 http://www.pearl.alterra.nl Further model outputs: Maps and frequency diagrams of terms of the water balances Maps and frequency diagrams of terms of the substance balances, including the leaching, drainage and volatilisation fluxes Maps of percentiles and frequency diagrams of the leaching concentration in time Tables of balance terms

20 http://www.pearl.alterra.nl Example 1: Comparison of leaching of two substances High pH Vulnerable sandy soils Ordinary substancepH-dependent sorption Opposite spatial patterns!

21 http://www.pearl.alterra.nl Example 2: Comparison of drainage and leaching Drainage fluxes are highest in clay and peat soils... Leaching fluxes are highest in sandy soils...

22 http://www.pearl.alterra.nl Some conclusions from previous examples: Drainage fluxes are generally higher than leaching fluxes. For ordinary substances, drainage dominates in the peat and clay soils and leaching in sandy soils. The leaching pattern can be quite different for non-ordinary substances (e.g. substances with pH- dependent sorption)

23 http://www.pearl.alterra.nl GeoPEARL considers the area of potential usage: Pesticides are usually authorised for particular crops; The new decision tree therefore considers the area of potential usage, approximated by the area of crops for which a registration is requested GeoPEARL is distributed with a database of areas for 24 major crops All results are presented for the area of potential usage

24 http://www.pearl.alterra.nl GeoPEARL crops are not hydrologically different During the derivation of the UC’s, only four crops were included (grass, mais, potatoes and forest); For each plot, the dominant crop is used. Hydrological parameters are assigned to these crops; The 24 GeoPEARL crops are used for pre- processing only; i.e. for calculating the area of use.

25 http://www.pearl.alterra.nl Effect of area of use on pesticide authorisation (1) Maize is grown on slightly acidic sandy soils Potatoes are grown on light sandy clay soils and in ‘the Veenkolonien’

26 http://www.pearl.alterra.nl Effect of area of use on pesticide authorisation (2) Substance with pH-dependent sorption behaviour Light sandy clay soils and ‘the Veenkolonien’ Slightly acidic sandy soils

27 http://www.pearl.alterra.nl Effect of area of usage on authorisation (cntd.) Unsafe in potatoes Safe in maize

28 http://www.pearl.alterra.nl Some conclusions from previous section: GeoPEARL explicitly considers the variation of the leaching process, so that it is now possible to evaluate the leaching for different crop types Consideration of the area of usage can have a strong effect on the authorisation decision It is extremely important to investigate the relationship between pesticide properties and soil properties

29 http://www.pearl.alterra.nl GeoPEARL assessments versus assessment items A notifier may wish to register for several crops; For each crop, GeoPEARL must be run separately; Combination of crop and application scheme is an assessment item; The three items together form an assessment; The 90 th percentile is calculated for the combination of the three crops, i.e. for the assessment.

30 http://www.pearl.alterra.nl The GeoPEARL database

31 http://www.pearl.alterra.nl Reduction of computation time by using zones: To reduce the computation time, plots are taken together; Clusters of plots are called ‘zones’.

32 http://www.pearl.alterra.nl Slicing is done on the basis of ‘vulnerability’ The normal Arc/Info slice operation clusters neighbouring cells; We cluster plots with adjacent vulnerability indexes; This will give a more reliable estimation of the 90 th percentile, because we sample in each class of the cumulative frequency distribution.

33 http://www.pearl.alterra.nl The vulnerability index for ordinary substances:

34 http://www.pearl.alterra.nl How many plots must be included in an assessment? almost no difference these two are different!

35 http://www.pearl.alterra.nl More plots = more detail, but 250 plots is generally enough... How many plots must be included in an assessment? (cntnd.)

36 http://www.pearl.alterra.nl 250 plots is generally enough... 250 versus 6405 plots spring autumn

37 http://www.pearl.alterra.nl Some conclusions from previous section: The maximum number of zones is 6405 (which is equal to the number of plots); A first impression of the leaching pattern can be obtained with less plots (e.g. the 30 as used in this course); At least 250 plots are required for an accurate estimation of the 90 th percentile. This is the minimum number for a final submission.

38 http://www.pearl.alterra.nl Other uses of GeoPEARL GeoPEARL has been combined with a database on pesticide usage in order to calculate the actual pesticide loads into surface waters and groundwaters. Evaluation of policy plans... A European version of GeoPEARL (called EuroPEARL) has been developed EU registration in zones...

39 http://www.pearl.alterra.nl EuroPEARL example: 80 th percentile of the leaching concentration of FOCUS substance D Hotspots occur everywhere in Europe High leaching risk

40 http://www.pearl.alterra.nl Possible scales… Catchment EU

41 http://www.pearl.alterra.nl A model is now available that can be used to assess the leaching into the groundwater and the drainage into surface waters at a regional-scale The model is operational for: the Dutch registration procedure evaluation of policy plans Final remarks

42 http://www.pearl.alterra.nl The Graphical User Interface

43 http://www.pearl.alterra.nl First install the program….

44 http://www.pearl.alterra.nl To be specified by the user: Substance properties (start with standard dossier) Application schedule Number of plots (i.e. spatial detail wanted) One or more crops for which a registration is requested

45 http://www.pearl.alterra.nl Getting started with the User Interface

46 http://www.pearl.alterra.nl GUI step 1: Main form

47 http://www.pearl.alterra.nl GUI step 2: Edit substance properties

48 http://www.pearl.alterra.nl GUI step 3: Edit application schedules

49 http://www.pearl.alterra.nl GUI step 4: Run wizard, select substance and resolution

50 http://www.pearl.alterra.nl GUI step 5: Run wizard, select crops and applications (i.e. add items)

51 http://www.pearl.alterra.nl GUI step 6: Run GeoPEARL

52 http://www.pearl.alterra.nl The model is running….

53 http://www.pearl.alterra.nl GUI step 7: Select output - Assessment as a whole

54 http://www.pearl.alterra.nl GUI step 7: View output - Assessment as a whole

55 http://www.pearl.alterra.nl GUI step 8: Select output - Assessment item

56 http://www.pearl.alterra.nl GUI step 8: View output - Assessment item

57 http://www.pearl.alterra.nl GUI step 9: View report (assessment as a whole)

58 http://www.pearl.alterra.nl GUI step 10: Analyse the output

59 http://www.pearl.alterra.nl GUI step 10: Analyse the output

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