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Article

Comparative Assessment of the Effect of Synthetic and Natural Fungicides on Soil Respiration

1
Lab. de Ecologia de Agroquímicos, Instituto Biológico, Av. Conselheiro Rodrigues Alves 1252, São Paulo, SP CEP 04014-002, Brazil
2
Lab. de Química e Farmacologia de Produtos Naturais, Instituto Biológico, Av. Conselheiro Rodrigues Alves 1252, São Paulo, SP CEP 04014-002, Brazil
*
Author to whom correspondence should be addressed.
Sensors 2012, 12(3), 3243-3252; https://doi.org/10.3390/s120303243
Submission received: 11 January 2012 / Revised: 29 February 2012 / Accepted: 2 March 2012 / Published: 7 March 2012
(This article belongs to the Special Issue Sensing of Organic Pollution in Soil, Air, Water and Food)

Abstract

: As toxic pesticide residues may persist in agricultural soils and cause environmental pollution, research on natural fungicides to replace the synthetic compounds is currently increasing. The effect of the synthetic fungicide chlorothalonil and a natural potential fungicide on the soil microbial activity was evaluated here by the substrate-induced respiration by addition of glucose (SIR), as bioindicator in two soils (Eutrophic Humic Gley—GHE and Typic Eutroferric Chernosol—AVEC). The induced soil respiration parameter was followed during 28 days after soil treatment either with chlorathalonil (11 μg·g−1), or the methanolic fraction from Polymnia sonchifolia extraction (300 μg·g−1), and 14C-glucose (4.0 mg and 5.18 Bq of 14C-glucose g−1). The 14C-CO2 produced by the microbial respiration was trapped in NaOH (0.1 M) which was changed each two hours during the first 10 h, and 1, 3, 5, 7, 14 and 28 days after the treatments. The methanolic fraction of the plant extract inhibited (2.2%) and stimulated (1.8%) the respiration of GHE and AVEC, respectively, but the synthetic chlorothalonil caused 16.4% and 2.6% inhibition of the respiration, respectively of the GHE and AVEC soils. As the effects of the natural product were statistically small, this bioindicator indicates that the methanolic fraction of the Polymnia sonchifolia extract, which has fungicide properties, has no environmental effects.

1. Introduction

One of the most important functions of soil microorganisms is the turnover of organic matter that happens mainly by the degradation of plant and animal debris and is reflected in the soil fertility and environmental quality [13]. The soil microorganisms mineralize the natural and the added substances that reach this ecosystem, releasing the nutrients required for plant growth, as well as CO2 as a byproduct from their respiration [4]. On the other hand, any contaminant or xenobiotic that reaches the soil may interfere with these natural reactions of the biogeochemical processes and their consequences may be not good from the environmental point of view. The N fertilization [5], the soil moisture [6,7], soil temperature [8], and also the presence of pesticide residues in the agricultural environment may disturb the natural degradation processes [9]. Some substrates, including pesticides, may inhibit, but also stimulate the microbial activity [10]. Thus, disturbances of the microbial activity may influence the important biogeochemical processes of the entire soil environment.

Soil microorganisms, although very small, are very active and numerous. Their activities are recognized as important also for the degradation of contaminants, so that tests on biodegradability of pesticides and its influence on the soil microbial activity are required for registration and commercial license of pesticide molecules [1,3,1114]. The soil microbial activities can be evaluated by the microbial respiration which can be measured by the O2 consumption, but the CO2 production is considered more sensitive, mainly when 14C-compounds are used, because of the sensitivity and accuracy of the detection technique [1,9]. Soil microbial respiration is considered one of the most suitable biosensors because it reflects the cycling of organic matter by the soil microorganisms [8], and is used to measure the changes in the heterotrophic microbial activity caused by pesticide residues. The disturbances are evaluated mainly by the substrate-induced respiration by addition of glucose (SIR) [9,15], and the effects on the CO2 production have been used as bioindicator of the pesticide effects on soil microbial activity [16]. The soil respiration is considered so sensitive that a test was developed and adopted by many countries to detect long-term adverse effects of chemicals on the aerobic process of carbon transformation in surface soils [12]. The measurement of the produced CO2 is even more accurate when the 14C-glucose and biometer flasks are used [17,18].

Chlorothalonil (CAS No. 1897-45-6) as a broad-spectrum organochlorine fungicide is used to control many phytopathogenic fungi that threaten agricultural crops. It is considered moderately or very toxic, moderately persistent in the soil, where the increased moisture or temperature also increase its degradation [19], but some of the commercial formulations of chlorothalonil are classified as very toxic and very dangerous to the environment [20]. It is aerially applied, but some residues may reach and persist in the soil [21], where according the soil type, they may persist for more than 200 days after its application [21,22]. Although the fungicide may be degraded in soil [23], its main metabolite is 30 times more toxic and was more persistent than the parental molecule [24]. These characteristics reinforce the need of search of a natural alternative for persistent synthetic compounds like chlorothalonil.

Some plants have medicinal and antimicrobial properties and their use in agriculture is being studied as an environmentally safer alternative. The aerial parts of Polymnia sonchifolia, popularly known as “yacón”, have shown antifungal activity, and pesticides are not needed in its cultivation [25]. The extracts of its leaves inhibited the growth and production of aflatoxin by Aspergillus flavus [25,26], and the methanolic fraction showed the best inhibition of fungal growth [27]. Thus, the extract of its leaves has the potential to be a safer alternative to synthetic fungicides.

In order to evaluate the effect of chemicals on the soil environment there are many approaches, including the detection of the adverse effects, the ability of the soil microorganisms to continue metabolizing the organic materials, as well as the effects on the natural processes of carbon transformation by measurements of the CO2 released by the biomineralization of organic molecules [9,12,13,28]. The 14CO2 production from 14C-glucose was here used to compare the effect of the natural and synthetic fungicides on the respiration of two different soils.

2. Experimental Setup

Analytical-standard chlorothalonil (99.3% of purity) from Riedel-de-Haën (Germany) was used in acetone solution, based in the recommended agricultural application doses. According to the Laboratory of Pharmacology and Chemistry of Natural Products, which extracted the leaves of Polymnia sonchifolia, the leaves were dried, crushed and macerated in ethanol during seven days. The solvent was then evaporated till dryness and the resulting residue was submitted to chromatography on a silica gel 60 column which was eluted with hexane, chloroform, ethyl acetate and methanol. The solvents were fully evaporated to give the respective fractions. Solutions of the methanol fraction were freshly prepared in Tween 80 (0.7% in water), just before the application to the soil.

The substrate-induced respiration was performed in 50 g (dry weight) soil samples placed in biometer flasks [17]. The soil samples (Table 1) and the analysis were provided by the Department of Soil Science (School of Agronomy of the São Paulo State University—USP). The soil microbial activity was previously re-activated by re-moistening to 60% of the maximum water holding capacity (MWHC) less one 1.0 mL, one week before the treatments with the active ingredients. Each of two groups (3 × 50 g) of each soil type of soil was treated with an acetone solution of chlorothalonil at 11 μg·g−1 soil, or 11 μL acetone·g−1 soil, as control soils. The other two groups were treated either with 300 μg·g−1 soil of the methanolic fraction of the Polymnia sonchifolia extract, or 21.5 μL aqueous solution of Tween 80 (0.7%) g−1 soil, as used to dissolve the plant extract. The volumes of acetone and Tween used in the control samples were the same as used with the fungicide treatments.

All the soil samples received 1.0 mL of an aqueous solution of D-[U-14C]-glucose (specific activity: 55 mCi·mmol−1; Amersham International, UK) and glucose prepared in ultra-pure water (Milli Q). The treatment corresponded to 4.0 mg glucose and 5.16 Bq 14C-glucose g−1 soil (dry weight), which completed the water volume for 60% WMHC [29]. The side arms of the biometer flasks were filled with 10 mL NaOH (0.1 M), which was changed by newly prepared every two hours during the first 10 hours after the treatments; 24 h after, as well as 3, 5, 7, 14 and 28 days after the treatments. The systems were kept at 25 °C and 12 h light during all the study.

The 14C-CO2 was analyzed by liquid scintillation counting (LSC) of (at least 5) 2.0 mL sub-samples of the NaOH solution of each replicate. All the values were calculated as percentage of the 14C-glucose applied. Results were analyzed by the matched pairs t-test (n ≤ 30 and p ≤ 1%) and the significance of the differences (p = 0.001) was calculated two-to-two with the respective control.

3. Experimental Results and Discussion

Although there are pesticides that do not affect soil respiration [30], the GHE soil treated with chlorothalonil presented a statistically smaller production of 14C-CO2 (p = 0.001) than its untreated control from 8 h to one day after the fungicide treatment (Figure 1). But, afterwards up till 3 days, the presence of chlorothalonil stimulated (p = 0.001) the 14C-CO2 production, indicating the recovering of the microbial activity, the stimulus by the fungicide and, thus, the enhanced biomineralization of the 14C-glucose.

When the GHE was treated with the P. sonchifolia methanol fraction, although the 14C-CO2 production presented statistically different results from the control (p = 0.001), the values were small but indicated a slightly stimulation by the plant extract.

As shown with other pesticides [31], chlorothalonil inhibited the GHE-soil respiration and the effect persisted during the 28 days of observation (Figure 2), indicating the interference of the fungicide on the soil-oxidative processes.

On the other hand, the cumulative 14CO2 production after treatment with P. sonchifolia extract was very near that of the untreated-control, and just a 2.2% inhibition of 14C-glucose biomineralization was observed at the end of the 28 days (Figure 3).

The total biomineralization was much smaller in the control soil samples treated with Tween (around 25%—Figure 3), than in the control treated with acetone (more than 80%—Figure 2). This indicates that the effect of the vehicle of the active ingredient, or that the formulation may also influence the soil biological processes.

The AVEC-soil respiration was persistently and significantly inhibited (p = 0.001) by chlorothalonil just 7 days after the treatment. The stimulation on the 14C-CO2 production observed only at 4 h after the treatment (Figure 4) was probably due to intrinsic variations of the microbial activity caused by the homogenization processes of these treated soil samples, but it did not persist.

Although the differences between the values of the 14C-CO2 production were not very different between the AVEC-soil samples treated and untreated with the P. sonchifolia methanol fraction (2 h—Figure 4), the plant extract firstly inhibited (p = 0.001), but thereafter stimulated the 14C-glucose respiration until one day after the treatment. Thereafter, the presence of the plant extract inhibited the soil biomineralization of 14C-glucose.

The cumulative production of 14C-CO2 after the treatment of the AVEC-soil with chlorothalonil (CTL_T1—Figure 5) demonstrated that initially the fungicide stimulated the respiration, but from around 12 days till the end of the study it was 2.6% inhibited. On the other hand, at the end of the study with the P. sonchifolia methanol fraction, the cumulative amount of 14C-CO2 in AVEC was 1.8% bigger in the soil samples with the plant extract (Figure 6) than in the control. The transient effect of different pesticide and other substances applications on soil microbial respiration has been also detected by others [32,33].

As occurred in the GHE soil, the 14C-CO2 production was mostly smaller both in the AVEC-soil samples treated with P. sonchifolia methanol fraction or its control (around 23%—Figure 6), than the samples treated with chlorothalonil or its control (around 58%—Figure 5). Again, this may indicate that, irrespective of the soil type, just the Tween here used to dissolve the active ingredient caused some inhibition in the soil respiration.

The soil parameters also influenced because, as reported by other authors [33], the 14C-glucose biomineralization to 14C-CO2 increased slowly in both soils during the first hours then increased rapidly, which characterizes the microbial activity. But, the maximum was reached depending mainly on the soil type, i.e., after around 5 days in the GHE soil and around 3 days in the AVEC. The 14C-CO2 production from the GHE reached more than 65% and from the AVEC it was less than 60%, even with the treatment with chlorothalonil. Although not as large, the biomineralization was also different in the samples treated with the plant extract or with Tween alone, being the highest 14C-CO2 cumulative production in the GHE—about 25%, and about 22% in the AVEC.

4. Conclusions

The methanolic fraction of Polymnia sonchifolia extract did not cause great effects in the soils respiration, and can be a good alternative to synthetic fungicides if the plant extract also demonstrates control of phytopathogenic fungi. At the same time this fraction of the plant extract caused approximately the same 14C-glucose biomineralization than the vehicle utilized here to dissolve it (Tween), both being less severe than the synthetic pesticide chlorothalonil on the biomineralization processes, which indicates the need to find a safer formulation. On the other hand, the soil microbiota was able to produce great amounts of 14C-CO2, even in the presence of the synthetic chlorothalonil.

References

  1. Paul, E.A.; Clark, F.E. Soil Microbiology and Biochemistry, 2nd ed; Academic Press: London, UK, 1996; pp. 109–127. [Google Scholar]
  2. Schinner, F., Öhlinger, R., Kandeler, E., Margesin, R., Eds.; Indirect estimation of microbial biomass. In Methods in Soil Biology; Springer-Verlag: Heidelberg, Germany, 1996; pp. 47–75.
  3. Millard, P.; Midwood, A.J.; Hunt, J.E.; Barbour, M.M.; Whitehead, D. Quantifying the contribution of soil organic matter turnover to forest soil respiration, using natural abundance δ13C. Soil Biol. Biochem 2010, 42, 935–943. [Google Scholar]
  4. Dilly, O. Microbial respiratory quotient during basal metabolism and after glucose amendment in soils and litter. Soil. Biol. Biochem 2001, 33, 117–127. [Google Scholar]
  5. Ramirez, K.S.; Craine, J.M; Fierer, N. Nitrogen fertilization inhibits soil microbial respiration regardless of the form of nitrogen applied. Soil Biol. Biochem 2010, 42, 2336–2338. [Google Scholar]
  6. Cook, F.J.; Orchard, V.A. Relationships between soil respiration and soil moisture. Soil Biol. Biochem 2008, 40, 1013–1018. [Google Scholar]
  7. Geisseler, D.; Horwath, W.R.; Scow, K.M. Scow Soil moisture and plant residue addition interact in their effect on extracellular enzyme activity. Pedobiologia 2011, 54, 71–78. [Google Scholar]
  8. Luo, Y.; Zhou, X. Soil Respiration and the Environment, Chapter 5: Controlling Factors; Elsevier: San Francisco, CA, USA, 2006; pp. 79–105. [Google Scholar]
  9. Schinner, F., Öhlinger, R., Kandeler, E., Margesin, R., Eds.; Soil respiration. In Methods in Soil Biology; Springer-Verlag: Heidelberg, Germany, 1996; pp. 93–110.
  10. Nielsen, M.N.; Winding, A. Microorganisms as Indicators of Soil Health; Technical Report No. 388; National Environmental Research Institute, Aarhus University: Aarhus, Denmark, 2002; p. 84. [Google Scholar]
  11. OECD Guideline for the Testing of Chemicals. Soil Microorganisms: Nitrogen Transformation Test; OECD No. 216; Organization for Economic Co-operation and Development: Paris, France, 2000; p. 10.
  12. OECD Guideline for the Testing of Chemicals. Soil Microorganisms: Carbon Transformation Test; OECD No. 217; Organization for Economic Co-operation and Development: Paris, France, 2000; p. 10.
  13. OECD Guideline for the Testing of Chemicals. Proposal for a New Guideline 310. Ready Biodegradability—CO2 in Sealed Vessels (Headspace Test); OECD No. 310; Organization for Economic Co-operation and Development: Paris, France, 2001; p. 16.
  14. Brasil. Ministério da Habitação, Urbanismo e Meio Ambiente. Secretaria Especial do Meio Ambiente. In Manual de testes para avaliação da ecotoxicidade de agentes químicos-E.1.2; Brasília; MHU, SEMA, 1988; p. 4.
  15. Anderson, J.P.E.; Domsch, K.H. A physiological method for the quantitative measurements of microbial biomass in soils. Soil Biol. Biochem 1978, 10, 215–221. [Google Scholar]
  16. Liu, H.S.; Li, L.H.; Han, X.G.; Huang, J.H.; Sun, J.X.; Wang, H.Y. respiratory substrate availability plays a crucial role in the response of soil respiration to environmental factors. Appl. Soil Ecol 2006, 32, 284–292. [Google Scholar]
  17. Andréa, M.M.; Hollweg, M.J.M. Comparação de métodos para determinação de biomassa microbiana em dois solos. R. Bras. Ci. Solo 2004, 28, 981–986. [Google Scholar]
  18. Bartha, R.; Pramer, D. Features of a flask and method for measuring the persistence and biological effects of pesticides in soil. Soil Sci 1965, 100, 68–70. [Google Scholar]
  19. Extension Toxicology Network. Pesticide Information Profiles—EXTOXNET. Chlorothalonil, Available online: http://extoxnet.orst.edu/pips/chloroth.htm (accessed on 6 July 2011).
  20. Brasil. Ministério da Agricultura, Pecuária e Abastecimento. AGROFIT, Brasília-DC. Chlorothalonil: relatório de ingredient ativo. Available online: http://extranet.agrcultura.gov.br/agrofit_cons/principal_agrofit_cons (accessed on 9 March 2007).
  21. Vieira, R.F.; Silva, C.M.M.S.; Fay, E.F. Efeito da suplementação orgânica sobre a toxidez do fungicida clorotalonil na microbiota do solo. Pesq. Agropec. Bras 2001, 36, 1555–1560. [Google Scholar]
  22. Motonaga, K.; Takagi, K.; Matumoto, S. Biodegradation of chlorothalonil in soil after suppression of degradation. Biol. Fertil. Soils 1996, 23, 340–345. [Google Scholar]
  23. Motonaga, K.; Takagi, K.; Matumoto, S. Suppression of chlorothalonil degradation in soil after repeated application. Environ. Toxicol. Chem 1998, 17, 1469–1472. [Google Scholar]
  24. Cox, C. Chlorothalonil. J. Pestic. Reform 1997, 17, 14–20. [Google Scholar]
  25. Gonçalez, E.; Felício, J.D.; Pinto, M.M.; Rossi, M.H.; Medina, C.; Fernandes, M.J.B.; Simoni, I.C. Inhibition of aflatoxin production by Polymnia sonchifolia and its in vitro cytotoxicity. Arq. Inst. Biol 2003, 70, 159–163. [Google Scholar]
  26. Pinto, M.M.; Gonçalez, E.; Rossi, M.H.; Felício, J.D.; Medina, C.S.; Fernandes, M.J.B.; Simoni, I.C. Activity of the aqueous extract from Polymnia sonchifolia on growth and production of aflatoxin B1 by Aspergillus flavus. Braz. J. Microbiol 2001, 32, 127–129. [Google Scholar]
  27. Gonçalez, E. Avaliação toxicological de Polymnia sonchifolia em culturas de Aspergillus flavus e de células vero. MS.c. Dissertation,; Faculdade de Medicina Veterinária e Zootecnia, Universidade de São Paulo: São Paulo, Brazil, 2000; p. 71. [Google Scholar]
  28. OECD Guideline for the Testing of Chemicals. Inherent Biodegradability in Soil; OECD No. 304A; Organization for Economic Co-operation and Development: Paris, France, 1981; p. 11.
  29. Lin, Q.; Brookes, P.C. An evaluation of the substrate-induced respiration method. Soil Biol. Biochem 1999, 31, 1969–1983. [Google Scholar]
  30. Joseph, R.; Reed, S.; Jayachandran, K.; Clark-Cuadrado, C.; Dunn, C. Endosulfan has no adverse effect on soil respiration. Agric. Ecos. Environ 2010, 138, 181–188. [Google Scholar]
  31. Chen, S.-K.; Edwards, C.A.; Subler, S. Effects of the fungicides benomyl, captan and chlorothalonil on soil microbial activity and nitrogen dynamics in laboratory incubations. Soil Biol. Biochem 2001, 33, 1971–1980. [Google Scholar]
  32. Chen, S.-K.; Edwards, C.A.; Subler, S. The influence of two agricultural biostimulants on nitrogen transformations, microbial activity, and plant growth in soil microcosms. Soil Biol. Biochem 2003, 35, 9–19. [Google Scholar]
  33. Eisenhauer, N.; Klier, M.; Partsch, S.; Sabais, A.C.W.; Scherber, C.; Weisser, W.W.; Scheu, S. No interactive effects of pesticides and plant diversity on soil microbial biomass and respiration. Appl. Soil Ecol 2009, 42, 31–36. [Google Scholar]
Figure 1. Substrate (14C-glucose)-induced respiration of the soil GHE treated either with chlorothalonil (CTL_T1) or the P. sonchifolia methanol extract (PS_T2) and their respective controls (CTL_T0; PS_T0), during 28-day incubation. (h = hours; d = days; mean ± SD; different letters near the bars indicate statistical difference in relation to the control).
Figure 1. Substrate (14C-glucose)-induced respiration of the soil GHE treated either with chlorothalonil (CTL_T1) or the P. sonchifolia methanol extract (PS_T2) and their respective controls (CTL_T0; PS_T0), during 28-day incubation. (h = hours; d = days; mean ± SD; different letters near the bars indicate statistical difference in relation to the control).
Sensors 12 03243f1 1024
Figure 2. Cumulative production of 14C-CO2 from 14C-glucose by the soil GHE treated with chlorothalonil (CTL_T0 = control; CTL_T1 = chlorothalonil; h = hours; d = days).
Figure 2. Cumulative production of 14C-CO2 from 14C-glucose by the soil GHE treated with chlorothalonil (CTL_T0 = control; CTL_T1 = chlorothalonil; h = hours; d = days).
Sensors 12 03243f2 1024
Figure 3. Cumulative production of 14C-CO2 from 14C-glucose by the soil GHE treated with the P. sonchifolia methanol fraction (PS_T0 = control; PS_T2 = P. sonchifolia; h = hours; d = days) extract.
Figure 3. Cumulative production of 14C-CO2 from 14C-glucose by the soil GHE treated with the P. sonchifolia methanol fraction (PS_T0 = control; PS_T2 = P. sonchifolia; h = hours; d = days) extract.
Sensors 12 03243f3 1024
Figure 4. Substrate (14C-glucose)-induced respiration of the soil AVEC treated either with chlorothalonil (CTL_T1) or the P. sonchifolia methanol fraction (PS_T2) and their respective controls (CTL_T0; PS_T0), during 28-day incubation. (h = hours; d = days; mean ± SD; different letters near the bars indicate statistical difference in relation to the control).
Figure 4. Substrate (14C-glucose)-induced respiration of the soil AVEC treated either with chlorothalonil (CTL_T1) or the P. sonchifolia methanol fraction (PS_T2) and their respective controls (CTL_T0; PS_T0), during 28-day incubation. (h = hours; d = days; mean ± SD; different letters near the bars indicate statistical difference in relation to the control).
Sensors 12 03243f4 1024
Figure 5. Cumulative production of 14C-CO2 from 14C-glucose by the soil AVEC treated with chlorothalonil (CTL_T0 = control; CTL_T1 = chlorothalonil; h = hours; d = days).
Figure 5. Cumulative production of 14C-CO2 from 14C-glucose by the soil AVEC treated with chlorothalonil (CTL_T0 = control; CTL_T1 = chlorothalonil; h = hours; d = days).
Sensors 12 03243f5 1024
Figure 6. Cumulative production of 14C-CO2 from 14C-glucose by the soil AVEC treated with the P. sonchifolia methanol extract (PS_T0 = control; PS_T2 = P. sonchifolia; h = hours; d = days) extract.
Figure 6. Cumulative production of 14C-CO2 from 14C-glucose by the soil AVEC treated with the P. sonchifolia methanol extract (PS_T0 = control; PS_T2 = P. sonchifolia; h = hours; d = days) extract.
Sensors 12 03243f6 1024
Table 1. Main physical and chemical characteristics of soils.
Table 1. Main physical and chemical characteristics of soils.
SoilpH (H2O)OMC*ClaySiltSand
g·kg−1
Eutrophic Humic Gley-GHE5.513154142704
Typic Eutroferric Chernosol-AVEC6.242480210310

*organic matter content.

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MDPI and ACS Style

Stefani, A., Jr; Felício, J.D.; Andréa, M.M.d. Comparative Assessment of the Effect of Synthetic and Natural Fungicides on Soil Respiration. Sensors 2012, 12, 3243-3252. https://doi.org/10.3390/s120303243

AMA Style

Stefani A Jr, Felício JD, Andréa MMd. Comparative Assessment of the Effect of Synthetic and Natural Fungicides on Soil Respiration. Sensors. 2012; 12(3):3243-3252. https://doi.org/10.3390/s120303243

Chicago/Turabian Style

Stefani, Angelo, Jr, Joanna D’Arc Felício, and Mara M. de Andréa. 2012. "Comparative Assessment of the Effect of Synthetic and Natural Fungicides on Soil Respiration" Sensors 12, no. 3: 3243-3252. https://doi.org/10.3390/s120303243

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