Establishment of a basis for administrative use of PestSurf Annex 11 11 Comparison of risk assessment data produced by spray drift assessments, FOCUS SW and PestSurf11.1 Chemical characteristics of the compound
Table 11.1. Overview of chemical properties of terbutylazin and the parameters used in the simulations.
11.2 Concentration generated by spray
11.3 Concentrations generated by FOCUS SW11.3.1 D3 - Ditch
11.3.2 D4 – Pond
11.3.3 D4 – Stream
11.3.4 Conclusion – FOCUS SWThe highest concentration is generated in the ditch (D3). It is caused by wind drift and the concentration becomes 2.62 µg/l. The pond scenario shows the highest concentration in the sediment, 2.13 µg/l. For all scenarios, the concentrations are lower than what is generated by the simpler assessments. 11.4 PestSurf11.4.1 Sandy Catchment, StreamThe distribution of concentrations was assessed in several steps. First, the maximum concentrations at each calculation point were listed, and the dates for the occurrence of the maximum were assessed. The points, for which the maximum value also represents a local maximum were selected for further analysis. The relevant values are listed in Table 11.2. Table 11.2. Maximum concentrations (ng/l) of terbutylazin simulated for each calculation point in the sandy catchment.
The pattern over time was dominated by drift for most calculation points, see Figure 11.1. Figure 11.1. Concentration pattern over time for terbutylazin in the sandy Catchment. Each of the drift-events generated an almost identical pattern along the stream. Figure 11.2 to Figure 11.5 show the concentrations of terbutylazin in the sandy catchment. The thin black line represents the concentration, while the thick black line shows the maximum concentrations obtained during the simulations. In addition, the outline of the stream is shown. In the middle of the catchment, the stream is protected by unsprayed areas. Figure 11.2. Concentrations of terbutylazin in the sandy catchment on 15. May 1998, 8.33. Figure 11.3. Concentrations of terbutylazin in the sandy catchment on 15. May 1998, 8.51. Figure 11.4. Concentrations of terbutylazin in the sandy catchment on 15. May 1998, 9.00. Figure 11.5. Concentrations of terbutylazin in the sandy catchment on 15. May 1998, 12.00. In order to present the data in a similar fashion to the FOCUS SW-results, data were extracted and recalculated for the time series marked in Table 11.2. The global maxima and time weighted concentrations (up to 7 days) were extracted and are reported in Table 11.3. Note that the unit is ng/l. The maximum amount of terbutylazin sorbed to macrophytes is shown in Figure 11.6. The concentrations are relatively low and have limited influence on the concentration in the water phase. The maximum value reached is 302 ng/l. The concentration of terbutylazin in porewater is shown in Figure 11.7. The maximum value is 0.772 ng/l, and a clear buildup is seen over time. The corresponding sorption to sediment in Figure 11.8. The maximum concentration equals 19.4 ng/kg. Figure 11.6. Concentration of terbutylazin sorbed to macrophytes in the sandy catchment. The maximum value reached is 302 ng/l 1421 m from the upstream end. Figure 11.7. Pore water concentrations of terbutylazin in the sandy catchment. Figure 11.8. Sorption of terbutylazin to sediment in the sandy catchment. The concentration is in µg/g sediment and not µg/m³ as stated. The maximum value of 19.4 ng/kg is found 1421 m from the upstream end. Table 11.3. Concentration (ng/l) of terbutylazin at selected points in the sandy stream. The global maximum value calculated by PestSurf for the sandy catchment in the water phase is 12.3 µg/l. This is considerably more than what is found in the D3-ditch scenario (2.62 µg/l). However, 112 m from the upstream end, the concentration is only 695 ng/l in the sandy catchment, and thus considerably lower than in the D3-ditch scenario. The macrophytes have a marginal influence on the water concentration. The sediment concentrations also differ considerably: 0.864 µg/kg compared to 0.019 µg/kg in PestSurf. Figure 11.9 shows the output of the PestSurf Excel template. The template works with pre-defined data extraction points. The plot requires specification of a “lowest detection value” (ldc), which defines when a pesticide occurrence is defined as an event. The time series plot is identical to the time series shown earlier, and the graph in the upper right corner resembles the plots in Figure 11.2 but takes into account a longer period of time. A curve is generated when a downstream point reaches a concentration higher than the ldc. The programme then tracks the highest concentration for each calculation point in the stream within the last 24 hours. The plot in the lower right corner shows how many events have concentrations higher than a given value (ldc) for the selected monitoring points. Table 11.4 shows part of the result sheet generated by the PestSurf Excel sheet based on the ldc-value. The selected table shows the point along the stream (of the pre-defined points) with the highest concentration. This value was, however, only 6.60 µg/l. Thus, the pre-defined points have not caught the highest concentration of the simulation, which was 12.3 µg/l. Click here to see Figure 11.9. Figure 11.9. Overview for terbutylazin in the sandy catchment generated by the PestSurf excel template. The max concentrations generated over the 24 hours are similar to the overviews in Figure 11.2 toFigure 11.5. Detection value was set to 1 ng/l. Table 11.4. Part of the result sheet generated by the PestSurf Excel sheet. The selected table shows the point along the stream with the highest concentration recorded The lowest detection value is 1 ng/l, toxicity to fish, daphnies and algae are set to 10, 100 and 1000 ng/, respectively. The recorded peaks are shown in Figure 11.9. 11.4.2 Sandy catchment, pondThe concentration pattern is evaluated in the middle of the pond only, see Figure 11.10. The pond receives drift and a contribution from groundwater. The drift peaks are not visible. The baseflow contribution is dominating the picture. The maximum concentration is quite high, 2.99 µg/l. Figure 11.10. Concentrations of terbutylazin in the sandy pond. In Table 11.5, global maxima and time weighted concentrations (up to 7 days) were extracted. Table 11.5. Maximum concentrations (ng/l) of terbutylazin generated by drift and baseflow for the sandy pond.
The sorption to macrophytes in the pond is shown in Figure 11.11. Although the value is relatively high, it is much lower than the concentration in the water phase. The concentration of terbutylazin in the porewater is steadily increasing throughout the simulation and reaches 811 ng/l, see Figure 11.12. The corresponding concentration of terbutylazin sorbed to sediment is shown in Figure 11.13. The concentration reaches 6.72 µg/kg. Figure 11.11. Sorption of terbutylazin to macrophytes in the sandy pond. Figure 11.12. Pore water concentration of terbutylazin in the sandy pond. Figure 11.13. Sorption of terbutylazin to sediment in the sandy pond. The concentration is in µg/g sediment and not µg/m³ as stated. Compared to the FOCUS D3-ditch, the concentration in the PestSurf sandy pond is slightly higher, 2.99 µg/l compared to 2.62 µg/l. For once, the sediment concentration in PestSurf is considerably higher than in the D3-scenario, 6.72 µg/kg compared to 0.864 in FOCUS SW D3-ditch. The high value is due to a considerable buildup over time. Figure 11.14 shows the output of the PestSurf Excel template. The template works with one pre-defined data extraction point for the pond (center of the pond). The plot requires specification of a “lowest detection value” (ldc) which defines when a pesticide occurrence is defined as an event. The time series plot is identical to the time series shown earlier. The plot in the right corner shows how many events have concentrations higher than a given toxicity value for the selected monitoring points. Table 11.6 shows part of the result sheet generated by the PestSurf Excel sheet based on the ldc-value. Click here to see Figure 11.14. Figure 11.14. Overview for terbutylazin in the sandy pond generated by the PestSurf excel template. The time series shown is identical to the one in Figure 11.10. The lowest detection limit used for generation of the graph is 1500 ng/l. Table 11.6. Part of the result sheet generated by the PestSurf Excel sheet. The lowest detection value used for generation of the table is 1500 ng/l, toxicity to fish, daphnies and algae are set to 1501, 10000 and 100000 ng/, respectively. The recorded peaks are shown in Figure 11.14. EOF = End of file. 11.4.3 Sandy Loam catchment, StreamThe distribution of concentrations was assessed in several steps. First, the maximum concentrations at each calculation point were listed, and the dates for the occurrence of the maximum were assessed (Table 11.7). The points, for which the maximum value also represents a local maximum were selected for further analysis. Table 11.7. Maximum concentrations (ng/l) of terbutylazin simulated for each calculation point in the sandy loam catchment.
For terbutylazin, drift is the most important contributor to maximum concentrations, but drainage events do play a role. Figure 11.15 shows the concentration pattern in Ovrelillebaek. The eight drift applications are clearly visible, but in addition, four peaks of 2-3 µg/l are found. The extreme rainfall event around 16-17. September 1998 and 1994 causes two of these peaks. The high concentrations observed in Ovrelillebaek during autumn 1996 and 2000 (around 7th September) are observed after a dry year close to the start of the drainage period. The flows are very small, in Lillebaek 10-12 cm, and in some of the tributaries, where the same peak is observed, only 4-5 cm (Steensbaek). Steensbaek is dry until around 1. September and Lillebaek until 15. August. Figure 11.16 shows the pattern in the downstream end of the sandy loam catchment. In the downstream part of the system the picture is totally dominated by drift and contributions through the groundwater (reaching the stream system via drains). The concentrations build up over the 8 years simulated and becomes very high at the end of the summer of 2000 and 2001 (corresponding to a very dry year and a normal year, respectively). During these periods, the flow in the stream consists of base flow contributions through drain only. The drift contributions become relatively more important further downstream because the contributions accumulate. Figure 11.15. Concentration pattern for terbutylazin in the upstream end of the sandy loam catchment. a) b) Figure 11.16. Concentration pattern for terbutylazin in the lower end of the sandy loam catchment, at calculation point NedreLillebaek 495.5 and 1279. Longitudinal concentration profiles of the sandy loam catchment are shown in Figure 11.17 and Figure 11.18 for 18 September 1998 and 26 October 2001, respectively. Figure 11.19 shows the pattern for a drift contribution, just after spraying and 3.5 hours later. The thin black line represents the concentration, while the thick black line shows the maximum concentrations obtained during the simulations. In addition, the outline of the stream is shown. Figure 11.17. Concentrations in the sandy loam catchment on 18. September 1998. The concentrations are generated by the extreme rainfall this year. Figure 11.18. Concentrations in the sandy loam catchment on 26. October 2001. The concentrations are generated by baseflow contribution to the downstream end of the stream. a) b) Figure 11.19. Concentrations in the sandy loam catchment on 14. May 2000, at 8.30 (just after spraying) and at 12.00. The concentrations are generated by Drift contribution to the stream. It is generally thought that the model overestimates the transport to groundwater, and, as a consequence of this, it overestimates the contribution through groundwater flow in the lower part of the catchment. The particularly high level of baseflow in the lower part of this catchment is due to occurrence of a sandy layer that transports solute horizontally through the catchment to the lower part of the stream. The high concentrations seen upstream just after a dry summer, however, are not considered an artefact. To be able to extract comparable values to FOCUS SW, the global maxima and time weighted concentrations (up to 7 days) were extracted when these were meaningful. The results are recorded in Table 11.8. Figure 11.20 and Figure 11.21 show the concentrations sorbed to macrophytes. The pattern follows the pattern of the water concentrations. In this case, the amount sorbed to macrophytes is significant and will influence the concentration of terbutylazin in the water phase. The maximum value of 3.18 µg/l is reached at the outlet of the catchment. The amount sorbed to macrophytes is in the order of 1/5-1/11 in the upstream part and up to half of the terbutylazin amount present above the sediment in the lower part of the catchment. The concentration of terbutylazin in porewater in the sediment reached 169 ng/l in the upstream part and 902 ng/l in the lower part of Lillebaek. Figure 11.22 and Figure 11.24 show the pattern in the upstream and downstream end of the catchment. The concentrations increase over time, but in the upstream end, it reaches a maximum during spring of 1999. In the downstream end the concentration increases all through the simulation. The same pattern is visible for the concentration of terbutylazin adsorbed to sediment, see Figure 11.23 and Figure 11.25. The maximum concentration reached is 1.23 µg/kg in the upstream part and 6.56 µg/kg. Compared to the FOCUS SW-stream-scenario for D4, the concentration level is higher, 32.1 µg/l compared to 2.28 µg/l. The highest values are found downstream where both a build up in groundwater concentrations and drift contributes. The buildup in groundwater is not represented by FOCUS SW. The same goes for the extreme event and the high concentrations seen in the upstream part after a dry summer. 125 m from the upstream end of the sandy loam catchment, the concentration reaches 15.8 µg/l. The corresponding water depth is about 4 cm. This difference explains the difference found between the two models. For once the maximum sediment concentrations are of the same order of magnitude, 1.86 µg/kg calculated by FOCUS SW D4-stream and 6.56 µg/kg calculated by PestSurf. Table 11.8. Instantaneous and time weighted concentrations (ng/l) of terbutylazin in the sandy loam catchment. Figure 11.20. Concentration of terbutylazin on macrophytes 625 m from the upstream end. The pattern is representative of the upper part of the sandy loam catchment. Figure 11.21. Concentration of terbutylazinon macrophytes at the lower part of the stream. The pattern is representative of the lower part of the sandy loam catchment. Figure 11.22. Example of porewater concentration of terbutylazin at the upstream part of the sandy loam catchment. Figure 11.23. Example of sorption of terbutylazin on sediment in the upstream part of the sandy loam catchment. The concentration is in µg/g sediment and not µg/m³ as stated. Figure 11.24. Pore water concentration of terbutylazin in the lower end of the sandy loam catchment. The maximum value reached in the lower end of the catchment is 902 ng/l. Figure 11.25. Sorption of terbutylazin on sediment in downstream end of the the sandy loam catchment. The concentration is in µg/g sediment and not µg/m³ as stated. The maximum value reached in the lower end is 6.56 µg/kg. Figure 11.26 to Figure 11.28, Table 11.9 and Table 11.10 show the results as generated by the PestSurf templates. The maximum value generated by the templates for the upper part of the stream is 11.4 µg/l, and for the lower part, 32.1 µg/l. The maximum value generated in the upstream part of the catchment is 15.8 µg/l while the maximum in the spreadsheet and in the main stream is 32.1 µg/l. The template therefore did not catch the maximum concentration in the upstream end of the catchment, but it did catch the maximum value in the lower part of the catchment. Click here to see Figure 11.26. Figure 11.26. Overview for terbutylazin in the sandy loam catchment generated by the PestSurf excel template for the upstream part of the catchment. The detection value was set to 100 ng/l. Click here to see Figure 11.27. Figure 11.27. Overview for terbutylazin in the sandy loam catchment generated by the PestSurf excel template for the upstream part of the catchment. The detection value for the graph to the lower right was set to 1000 ng/l. The figure to the lower right differs from Figure 11.26. Click here to see Figure 11.28. Figure 11.28. Overview for terbutylazin in the sandy loam catchment generated by the PestSurf excel template for the downstream part of the catchment. The detection value was set to 1000 ng/l. Table 11.9. Part of the result sheet generated by the PestSurf Excel sheet for the upstream part of the sandy loam catchment. The lowest detection value for table generation is 100 ng/l, toxicity to fish, daphnies and algae are set to 1000, 10000 and 100000 ng/, respectively. The recorded peaks are shown in Figure 11.26. Table 11.10. Part of the result sheet generated by the PestSurf Excel sheet for the downstream part of the sandy loam catchment. The lowest detection value is 1000 ng/l, toxicity to fish, daphnies and algae are set to 1001, 10000 and 100000 ng/, respectively. The recorded peaks are shown in Figure 11.28. Click here to see Table 11.10. 11.4.4 Sandy loam catchment, pondThe concentration pattern is evaluated in the middle of the pond only, see Figure 11.29. The pond receives contributions through drift, in good correspondence with the fact that it is situated in the upper part of the sandy loam catchment. However, some contribution with drain flow appears to influence the concentration too. The maximum concentration is, 1.194 µg/l, and the highest concentrations are reached in dry and normal years. Figure 11.29. Concentrations of terbutylazin for the sandy loam pond. Figure 11.30. Terbutylazin sorbed to the macrophytes in the sandy loam pond. Figure 11.30 shows that the macrophytes participate in the regulation of the concentrations in the pond. The concentrations reach about a third of the level of the concentration in the water phase. The pore water concentration is shown in Figure 11.31. It reaches 84 ng/l and seems to continue to increase. The concentration of terbutylazin in the sediment is shown in Figure 11.32. It reaches 0.694 µg/kg in the simulation period. Figure 11.31. Pore water concentration of terbutylazin in the sandy loam pond. Figure 11.32. Terbutylazin sorbed to sediment in the sandy loam pond. The concentration is in µg/g sediment and not µg/m³ as stated. In Table 11.11, global maxima and time weighted concentrations (up to 7 days) were extracted. Table 11.11. Actual and time weighted concentrations (ng/l) of terbutylazin in the sandy loam pond.
The FOCUS SW D4-pond-scenario and the PestSurf sandy loam pond generates comparable concentration levels. D4 generates a concentration of 0.903 µg/l while PestSurf reaches 1.19 µg/l. The concentration difference is less than what is the case when the main source of pesticide to the pond is drift. However, the concentration in sediment is 1.857 µg/kg in FOCUS and only 0.694 µg/kg in the PestSurf simulation. Figure 11.33 and Table 11.12 show output from the PestSurf template, with a time series identical to Figure 11.29. Click here to see Figure 11.33. Figure 11.33. Overview for terbutylazin in the sandy loam pond generated by the PestSurf excel template. The time series shown is identical to the one in Figure 11.29. The plot is generated with a lowest detection value of 400 ng/l. Table 11.12. Part of the result sheet generated by the PestSurf Excel sheet. The lowest detection value is 400 ng/l, toxicity to fish, daphnies and algae are set to 800, 1200 and 10000 ng/, respectively. The recorded peaks are shown in Figure 11.33. Click here to see Table 11.12. Table 11.13. Summary of simulation results for terbutylazin. Click here to see Table 11.13. 11.5 Summary of simulationsThe maximum actual concentrations for all simulations are recorded in Table 11.13. The maximum concentration reached for the D3-ditch is lower than the concentration reached for the sandy pond and for the sandy stream. The concentration reached in the D3-ditch and the sandy stream is caused by drift, while the concentration reached in the pond is caused by shallow groundwater. The high concentration reached in the sandy stream is caused by spraying of the total agricultural area within 30 minutes. However, 112 m from the upstream end, the concentration is only 695 ng/l in the sandy catchment, and thus considerably lower than in the D3-ditch scenario (2.62 µg/l). The difference is, however, due to a combination of a bufferzone of 20 m width and a water depth of 8-9 cm. The concentration reached in D4-pond and the sandy loam pond are of the same level of magnitude. Both concentrations are reached during the drainage season and are caused by drainage contributions to the pond. The concentrations reached in the D4 stream and the sandy loam stream are considerably different. PestSurf generates a maximum concentration of 32.1 µg/l compared to 2.28 µg/l generated by FOCUS SW. The highest values in PestSurf are found downstream where both a build up in groundwater concentrations and drift contributes. The buildup in groundwater is not represented by FOCUS SW. The same goes for the extreme rainfall event and the high concentrations seen in the upstream part after a dry summer. These events generate high- but not the highest concentrations. 125 m from the upstream end of the sandy loam catchment, the concentration reaches 15.8 µg/l. The corresponding water depth is about 4 cm. This difference explains the difference found between the two models. With respect to the sediment concentrations, the concentration reached in the sandy pond is considerably higher than the concentration reached in the D3-ditch (6.72 compared to 0.864 µg/kg). Also for the sandy loam stream, the sediment concentration is much higher (6.56 µg/l) than the concentration reached in the D4-stream (1.86 µg/kg). However, for the sandy loam pond, the sediment concentration is lower (0.694 µg/kg) than for the D4-pond (2.13 µg/kg). If the maximum concentration is evaluated on the stretch between 500-1700 m, the maximum concentration is 15.5 µg/l. The models differ substantially due to presence or absence of macrophytes. Particularly for the sandy loam pond and stream, the concentrations in the water phase are influenced by the presence of macrophytes.
|