3.1. Weather Conditions during the Outdoor Experiments
The semi-field test was performed in the southwestern part of Berlin with a temperate climate and yearly precipitation of 591 mm (mean of 1981 to 2010 for Berlin-Dahlem) [
20]. The test panels of experiment A were exposed to an unusually high amount of heavy rain (about 160 L m
−2) during the second week of the experiment in July 2017. In addition, in August and in the autumn of 2017, the amount of rain was relatively high (94 L m
−2) compared to mean values for Berlin-Dahlem (see
Supplementary Information SI S5). In contrast to 2017, rainfall was below, and global radiation was above, the long-term average during the summer and autumn of 2018. The calculated monthly driving rain ranged between 3% and 34% of the monthly precipitation. The high initial amount of rain during experiment A was the reason to start a second experiment (experiment B) in September 2017 and take the opportunity to investigate leaching and transformation of substances under different weather conditions.
Table 2 summarizes precipitation, global radiation, and runoff from the test panels during the experiments.
The weather conditions during the semi-field study can be roughly divided into the phases described in
Table 3. Low precipitation and high global radiation in summer, like in 2018, were also observed at the site in subsequent years. Test panels of experiment B were not exposed to Phase 1.
Admittedly, high amounts of global radiation are usually correlated with higher temperatures. That means that temperature-dependent chemical reactions and transport processes, as well as evaporation, are increased in addition to photolysis caused by the photochemically active spectrum of the global radiation. This effect was not considered in detail during this study.
For a few days, surface temperature was measured on the panels and compared to the air temperature. In the morning, the temperature of the test panels was slightly below the air temperature. During the day, the temperature on the panels increased to values above the air temperature, with higher temperatures on the red panel (up to about 70 °C) than on the white panel (up to about 50 °C) (also see
Supplementary Information SI S6).
3.2. Concentration of Active Substances and Transformation Products in Runoff Samples
The investigated substances were all detected in runoff samples, with the exception of the terbutryn transformation product terbumeton. Terbutryn itself was not detected in 16 white panels and 17 red panels of the 83 samples in experiment A, and in 8 white panels and 10 red panels of the 69 samples of experiment B, although transformation products were present. TB-DesE, TBOH-DesE, DCPU, OIT, OAM, OOA, and OMA were not detected in some of the runoff samples.
The concentrations of terbutryn, TB-DesE, TBSO, and diuron exceeded German environmental quality standards in a large number of samples, indeed in all samples for diuron (see
Supplementary Information SI S7, Table S1). That means that runoff from these test panels needs a high dilution factor to meet the environmental quality standards. Due to the geometry and exposure situation of the test panels, the measured concentrations and required dilution factors are not representative of real buildings. The test conditions were designed to represent a worst-case situation.
A tendency for concentrations to decrease with duration of the semi-field experiment was observed for the active substances terbutryn, diuron, carbendazim, and OIT, and for the OIT transformation products OAM, OOA, and OMA. For some of the terbutryn transformation products, i.e., TB-DesE (experiment A), TBOH, and TBOH-DesE, clear increases in the concentrations in runoff samples were observed during the summer and the autumn of 2018. The concentrations of TB-DesE in the runoff samples decreased during experiment B. The concentrations of TBSO increased in the runoff samples from experiment B during April and May 2018. The concentrations of the diuron transformation product DCPU in runoff samples of both panels and of DCPMU in runoff samples of the red panel remained in a fairly constant range during both experiments. The DCPMU concentrations in the runoff samples of the white panel increased during the summer and the autumn of 2018 in experiment A and during autumn 2018 in experiment B. Another increase of concentrations of transformation products, especially of TBSO, TBOH, TBOH-DesE, and DCPMU, was observed for runoff samples in December 2018. Dichloroaniline and monuron were only measured for the last twelve runoff samples collected during December 2018 and January 2019. Both substances were detected only in a few samples at very low concentrations. Therefore, trends could not be derived for these substances. The measured concentration ranges are presented in
Supplementary Information SI S7.
In many cases, the concentrations in the runoff samples were similar in the white and the red panels. Exceptions were carbendazim (experiment A); TB-DesE (experiment A); TBOH and TBOH-DesE (both experiments), with higher concentrations in the runoff samples from the red panels compared to the white panels; and DCPMU, with higher concentrations in the runoff samples from the white panels compared to the red panels.
However, the concentrations in the runoff samples were influenced by the actual volume of the runoff samples, which ranged between 5 mL and 3 L depending on the weather conditions. This difference can be relativized if the emissions per unit area Ei are calculated and related to the amount of runoff.
3.3. Course of Emissions for Active Substances and Transformation Products
For the purpose of this study, the cumulative emissions
Ecum were not related to a parameter that describes the amount of water, like precipitation, driving rain, or the runoff volume, but to the dates. This made it possible to observe whether factors other than the availability of water influenced the course of emissions. To analyze this, the results need to be discussed in relation to the actual weather conditions (see
Supplementary Information SI S5). Therefore, the emission data are presented in monthly intervals together with the cumulative runoff volumes and cumulative global radiation to facilitate the relation of observed emissions to actual weather conditions. The observed emission courses are shown in
Supplementary Information SI S8.
Terbutryn and transformation products. During the semi-field study, about 6 mg m
−2 to 20 mg m
−2 of terbutryn were detected in runoff samples, either as the original substance or transformed. This amounted to about 3% to 8% of the initial quantity of the active substance in the test panels. It is remarkable that the amount of terbutryn in runoff samples was low compared to the transformation products, as can be seen in
Figure 1 and
Supplementary Information SI S8. Differences between both experiments and the two paints were observed. In experiment A, high amounts of rain caused high overall emissions during July and August 2017. The overall emissions decreased during autumn 2017, remained low during the winter 2017/2018—although the collected amounts of runoff were only slightly decreased—and increased again from early summer 2018. This increase was especially noticeable for the red panels compared to the white panels and occurred simultaneously with a steep increase in global radiation. Later, the overall emissions decreased, but appeared to depend on the runoff volume. For example, relatively high emissions in December 2018 and January 2019 correlated with high runoff volumes. In experiment B, the initial emissions were considerably lower than in experiment A. This correlated both with lower runoff volumes and lower global radiation at the beginning of the experiment. Later, the observations were similar to experiment A.
The emission curves of the different substances do not run in parallel. Terbutryn was mainly leached during the first two or three months of the experiments. Then, the emission curves flatten to almost no emission. TB-DesE and TBSO were the main transformation products at the beginning of the study. For TB-DesE, the emission curves flatten after December 2017 in both experiments. During the later phases of the experiments, especially from summer 2018, TBOH and the secondary transformation product TBOH-DesE dominated. TBSO was detected in all samples. The TBSO emission curves flatten after the initial phase but increase during certain periods of the study, i.e., in April, July, and December 2018. During these periods, relatively large volumes of runoff were collected. During April and July, there was also considerable input of energy due to global radiation. The emission curves of TBOH and TBOH-DesE show periods of steeper increase beginning in June and July 2018—when global radiation was especially high—and in October 2018, during a period with increased amounts of driving rain. This was mainly observed in both experiments on the red paint. The formation of TBSO, TBOH, and TBOH-DesE was probably accelerated due to high amounts of global radiation in spring and summer. The higher effect on the red paint film can be explained by the different absorption spectrum of the red paint film compared to the white paint film [
7]. The increase of emissions in autumn and winter was probably caused by more intense water contact. Higher relative humidity delays drying, i.e., higher amounts of water are available in the paint film for transport processes, and higher driving rain induces transfer into runoff. A similar course of the leaching process was observed under laboratory conditions, where test specimens were exposed to the combined influence of UV radiation and water contact [
8], i.e., the amount of terbutryn in the eluates decreased rapidly, and TBSO and TB-DesE were the main transformation products at the beginning of the experiment. During later phases, higher amounts of TBOH and TBOH-DesE were observed. Transformation occurred faster in the red paint film compared to the white paint film. Emissions of TBSO were similar for the white and the red panels in the semi-field study, whereas slightly higher amounts of TBSO were detected in the white paint film in the laboratory experiment.
Leaching of the terbutryn transformation products TB-DesE, TBSO, TBOH, and TBOH-DesE from an acrylate render and a silicone render were observed in Denmark during a similar period of the year, i.e., from August of one year until March of the next year [
2]. In contrast to the results for the paint films, the amount of leached terbutryn was higher than the amount of the leached transformation products. This was probably caused by material properties. Due to their porous structure, renders are more absorbent for water than paint layers. In addition, ultraviolet radiation penetrates a smaller fraction of a render than of the thinner paint layer. As a result, terbutryn can be leached from deeper layers of the renders before it is transformed by photolysis. As in the study on paints, TB-DesE and TBSO were the main transformation products at the beginning of the experiment, whereas higher amounts of TBOH and TBOH-DesE were observed only later. After about one year—during summer and autumn—accelerated leaching was observed for all transformation products.
Observations on the influence of weather conditions on the occurrence of terbutryn transformation products in runoff are summarized in a simplified scheme (
Figure 2).
A study comparing photodegradation, abiotic hydrolysis, and biodegradation of terbutryn under laboratory conditions used compound-specific isotope analysis (CSIA) to draw conclusions about reaction pathways [
16]. In photodegradation experiments, the concentrations of TBSO and TB-DesE first increased and later decreased, while TBOH concentrations increased and reached a plateau. From the CSIA, the authors concluded that TBOH is preferably formed from TBSO, and TBOH-DesE is preferably formed from TB-DesE due to photolysis. Conclusions regarding a preferred pathway under natural weathering conditions are not possible based on the results presented here. Formation of TBOH-DesE was only supported by the UV radiation in the laboratory experiments [
16]. This is in agreement with the observations for natural weathering conditions (this study) and a laboratory study on the transformation of terbutryn in paint films by combined influence of water contact and UV radiation [
8]. Under laboratory conditions, TBOH was also formed by hydrolysis at very low and very high pH values [
16]. This may be relevant for water-filled pores of alkaline renders rather than for the paint layers investigated in this study.
Diuron and transformation products. About 18 mg m
−2 diuron (around 8% of the initial amount) and transformation products were leached from both panels during experiment A (see
Figure 3 and
Supplementary Information SI S8). The emissions were relatively high at the beginning and decreased during the study. During experiment B, a considerably higher amount of diuron and transformation products, i.e., about 28 mg m
−2 to 29 mg m
−2 (about 13% of the initial amount), was leached. This was due to a large amount of diuron that was leached in October 2018 at the beginning of this experiment. After that, the emissions decreased to a level similar to experiment A. Diuron was the dominant substance in the runoff samples compared to transformation products. The emissions of the transformation products DCPMU and DCPU rose quickly at the beginning of both experiments, but to a higher extent in experiment A. This difference may be due to the differing amounts of global radiation at the beginning of the experiments. Another moderate increase was observed during summer 2018, when the panels were exposed to a high level of global radiation. In experiment A, the amounts of the primary transformation product DCPMU were slightly larger than the amount of the secondary transformation product DCPU, especially in the runoff from the white panel. In contrast to that, the emissions of DCPMU and DCPU were in similar ranges in experiment B.
It is possible that diuron was transformed in the period of high precipitation and moderate global radiation during summer 2017 into substances that were not investigated in this study, whereas it was more stable under the weather conditions at the beginning of experiment B. Analysis of the last twelve runoff samples of the experiments indicates that at least monuron and dichloroaniline were also leached from the test panels. Previous laboratory experiments on the same paints [
8] have also indicated that transformation pathways other than demethylation can contribute to the transformation of diuron in paint layers. Monuron, dichloroaniline, 3-(3,4-dichlorophenyl)-1-formyl-1-methylurea, 3-(4-chloro-3-hydroxyphenyl)-1-1-dimethylurea or 3-(3-chloro-4-hydroxyphenyl)-1-1-dimethylurea, fenuron, several dimers, and other substances were detected after UV exposure of diuron and selected transformation products in aqueous solutions. The amounts of DCPMU and DCPU in the eluates were considerably lower than the amount of diuron. The amount of DCPMU was higher than the amount of DCPU, especially in eluates for the white paint film—as was also observed under natural weather conditions in experiment A. In another study [
7], a considerable decrease of diuron after UV radiation was also observed in layers of the white and the red paint. This, together with the fact that the amounts of the two demethylation products were rather small, supports the assumption that several transformation products other than DCPMU and DCPU can be formed from diuron.
OIT and transformation products. Emissions of OIT and degradation products were dominated by OIT and decreased with time (see
Figure 4 and
Supplementary Information SI S8). Similarly to diuron, the leached amount of OIT was especially high at the beginning of experiment B. This caused higher overall emissions during experiment B (18 mg m
−2 to 21 mg m
−2; about 8% to 10% of the initial amount) compared to experiment A (6 mg m
−2 to 7 mg m
−2; about 3% of the initial amount). The differences between the white and the red paint films seem to be neglectable. A very small increase of emissions was observed during July 2018. The concentrations of N-octyl oxamic acid (OOA) in the runoff samples were higher than the concentrations of octylamine (OAM) and N-octyl malonamic acid (OMA). OAM and OMA were detected only sporadically. Therefore, a course of emissions could only be observed for OOA. This secondary transformation product is supposed to be a degradation product of OMA [
5]. Emissions of OOA increased mainly at the beginning of the experiments. Later, the curves flattened. The emitted amounts were similar in both experiments, but slightly higher in the white panels compared to the red panels. While OAM was detected at the beginning of experiment A, much lower emissions of this transformation product were observed at the beginning of experiment B.
The emissions of OIT and transformation products decreased with time, also in runoff from an acrylate and a silicone render [
5]. During the second summer of the experiment, an increase of the emissions was observed. As for the paint films, concentrations in the runoff samples were higher for OOA than for OMA and OAM.
Carbendazim. As with the other investigated active substances, the emissions of carbendazim decreased with time (see
Figure 5 and
Supplementary Information SI 8). About 6 mg m
−2 to 10 mg m
−2 of carbendazim (about 3% to 4% of the initial amount) was emitted by the end of the experiments. Especially high emissions of carbendazim were observed during October 2017. However, in contrast to diuron and OIT, this did not result in higher overall emissions during experiment B. The highest amount of carbendazim was emitted from the red panel in experiment A. Under laboratory conditions, the amounts of carbendazim in eluates from test specimens were also higher for the red compared to the white paint film [
8]. This was the case both for test specimens that were only exposed to water and for those that had water contact in combination with UV radiation. Lower emissions of carbendazim in the experiments that included UV radiation compared to leaching in the dark indicate that the substance can be transformed by photolysis. However, transformation products of carbendazim were not investigated during this study.
The phenomenon of relatively high emissions of the original active substances at the beginning of experiment B (started in September 2017) compared to experiment A (started in July 2017) indicates that less photolysis occurred in experiment B due to lower intensity of global radiation. Thus, the active substances were available for leaching. Large amounts of transformation products were observed for terbutryn at the beginning of experiment A. However, this was not the case for the other active substances, probably because relevant degradation products were not investigated.
Although not considered during this study, relative humidity and air temperature are presumed to affect reactions and transport processes in paint layers, too. Surfaces remain wet for a longer period of time at higher relative humidity. Transport of substances is facilitated within wet layers of paint. Transport processes are also accelerated at higher temperature. However, chemical reactions and evaporation of substances can also increase at higher temperatures and, in this way, reduce the amount of leached active substances.
3.4. Residues of Active Substances and Transformation Products in Test Specimens
Samples from upper, middle, and lower parts of the test panels were analyzed with regard to possible vertical transport of substances within the test panel during the period of outdoor exposure. The standard deviations of the residual amounts in the analyzed sections (n = 6) ranged between 10% and 20% for most of the analytes. The standard deviations were higher (up to 90%) for transformation products that were detected at low levels (TBSO, TBOH-DesE, and monuron). Small amounts of active substances and transformation products—usually less than 1% of the overall mass—were also detected in the uppermost 2 mm of the plywood, indicating that transport of substances into the panel also occurs. No influence of the position of the sections on the test panel was observed.
Mass balances, including the data for the residual substances in the test panels and the cumulative amounts of leached substances in runoff samples, are demonstrated in
Figure 6 (terbutryn and diuron) and
Supplementary Information SI S9 (OIT and carbendazim). Related to the initial amounts, about 60% to 83% of terbutryn, 40% to 123% of diuron, 75% to 118% of OIT, and 72% to 88% of carbendazim were found in the test panels and the cumulated runoff, either as the original substance or as transformation products. It is to be noted that uncertainty in the calculation of the mass balances was relatively high, although standard deviations for parallel samples were within usual limits. However, data for runoff samples represent the sum of data on several substances in 69 and 83 samples, respectively. In addition, systematic errors cannot be excluded for the analysis of residues in the test panels since the recoveries for the substances in the aged paint films were not determined. In an earlier experiment, it became obvious that spiking of test specimens with mixtures of active substances and transformation products is rather complex and generates new sources of errors, even for fresh paint films [
8]. In addition, the influence of aging of the paint layers cannot be reproduced reasonably. This might explain unexpected gaps in the mass balances for terbutryn, although it is assumed that the most important transformation products were considered in this study. Further degradation of the transformation products may be possible, however. As a consequence, semi-quantitative comparison of the results for the different test panels seems to be more justified than direct comparison of the analytical data.
The residues of the active substances and transformation products in the test panels were higher than the cumulated amounts of leached substances in the runoff, with higher amounts of the active substances than of the transformation products. In the runoff samples, the amounts of diuron and OIT were higher than the amounts of transformation products, while for terbutryn, the runoff samples were dominated by the transformation products. It is remarkable that the amounts of terbutryn, OIT, and carbendazim were highest in the test panel of the red paint for experiment A. Here, accidentally, two layers of paint without film preservatives were applied first and then covered with two layers of paint including the active substances. Part of the active substances may have been transferred to the lower paint layers and, in this way, better protected from photolysis and leaching.
In most cases, the observed patterns of substances appeared to be similar for each paint. For transformation products of terbutryn in the test panels, higher amounts of terbumeton and slightly lower amounts of TBOH were detected in the white panels compared to the red panels. Terbumeton was not detected in runoff samples. This is similar to observations under laboratory conditions, where terbumeton was also detected in extracts from the paint layers, but not in eluents from leaching tests [
8]. It is not clear whether this observation was caused by an analytical artefact, given that it is expected that terbumeton can be leached from the paint films, as are the other transformation products. The relative amount of transformation products compared to the remaining terbutryn was higher when coated glass test specimens were exposed to UV radiation in a weathering device and intermittent water contact under the applied laboratory conditions [
8].
The amounts of diuron and transformation products that were detected up to the end of the outdoor exposure were considerably lower in the red panels than in the white panels. This can be interpreted as an indication of faster degradation or additional transformation pathways of diuron in the red paint film. The concentration of the primary demethylation product DCPMU was higher in the white panels than in the red panels, while the concentration of the secondary demethylation product DCPU was slightly higher in the red panels. This is another indication of the different relevance or velocity of transformation pathways in paints containing different pigments. Under laboratory conditions, the amounts of diuron and transformation products decreased rapidly in the paint test specimens under the influence of UV radiation. Given that this decrease was not explained by losses due to leaching, it is interpreted as an indication of additional transformation products that have not been investigated [
8].
Fast degradation of OIT was observed under laboratory [
7] and outdoor conditions [
5]. This also applies to the transformation products. In addition, it is assumed that evaporation of octylamine [OAM] or binding of degradation products to the polymer matrix affect mass balances of OIT [
5]. Only very small amounts of OIT transformation products were detected, suggesting that fast degradation of these transformation products also occurred during this study.
Differences between the paints were not observed for carbendazim mass balances, despite the relatively high amount of carbendazim in the red panel of experiment A.