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A simple membrane-based approach for assessing the diffusion kinetics of mineral foliar fertilizers

ABSTRACT

The present work explores a practical strategy for real-time assessment of foliar-based mineral fertilizers diffusion. Thereby, a dialysis tubing membrane was employed as a leaf cell-proxy for tracing the release of three commercial foliar fertilizer formulations and their correspondent primary compounds, MnCO3, Mg(OH)2, and Cu2O at the field-recommended concentration, by simply measuring changes on conductivity and pH during 96 h. It enabled either modulating fertilizer diffusion kinetics, as well as comparing the commercial formulations to its primary compound ones. Hence, the proposed approach stands out as a fast and effective tool for addressing relevant information about the performance of foliar fertilizer formulation, one of the bottlenecks of programs developing new fertilizer formulations.

Key words
foliar fertilizer; diffusion kinetics; dialysis tubing; membrane

Foliar spraying of fertilizers is often employed in the nutritional management of crops either in open fields or controlled environments (Fernández and Brown 2013Fernández, V. and Brown, P. H. (2013). From plant surface to plant metabolism: the uncertain fate of foliar-applied nutrients. Frontiers in Plant Science, 4, 289. https://doi.org/10.3389/fpls.2013.00289
https://doi.org/10.3389/fpls.2013.00289...
). This practice entails operational-related advantages, accurate nutrient supply timing, avoidance of fertilizer interaction with the soil chemical matrix, also as the expected positive side-effects it may promote, e.g., higher yields and tolerance to biotic and abiotic stresses (Mateus et al. 2021Mateus, M. P. B., Tavanti, R. F. R., Tavanti, T. R., Santos, E. F., Jalal, A. and Reis, A. R. (2021). Selenium biofortification enhances ROS scavenge system increasing yield of coffee plants. Ecotoxicology and Environmental Safety, 209, 111772. https://doi.org/10.1016/j.ecoenv.2020.111772
https://doi.org/10.1016/j.ecoenv.2020.11...
; Stover et al. 1999Stover, E., Fargione, M., Risio, R., Stiles, W. and Iungerman, K. (1999). Prebloom foliar boron, zinc, and urea applications enhance cropping of some ‘Empire’ and ‘McIntosh’ apple orchards in New York. HortScience, 34, 210-214. https://doi.org/10.21273/HORTSCI.34.2.210
https://doi.org/10.21273/HORTSCI.34.2.21...
).

Although usually taking place passively (Burkhardt et al. 2012Burkhardt, J., Basi, S., Pariyar, S. and Hunsche, M. (2012). Stomatal penetration by aqueous solutions – an update involving leaf surface particles. New Phytologist, 196, 774-787. https://doi.org/10.1111/j.1469-8137.2012.04307.x
https://doi.org/10.1111/j.1469-8137.2012...
; Eichert et al. 1998Eichert, T., Goldbach, H. E. and Burkhardt, J. (1998). Evidence for the uptake of large anions through stomatal pores. Botanica Acta, 111, 461-466. https://doi.org/10.1111/j.1438-8677.1998.tb00733.x
https://doi.org/10.1111/j.1438-8677.1998...
; Schönherr 2006Schönherr, J. (2006). Characterization of aqueous pores in plant cuticles and permeation of ionic solutes. Journal of Experimental Botany, 57, 2471-2491. https://doi.org/10.1093/jxb/erj217
https://doi.org/10.1093/jxb/erj217...
), the absorption of fertilizers is also subjected to the dynamic interactions with the complex matrix and diversity of leaf surface structures, such as the cuticle membranes surrounding the epidermis, the stomata, and veins (Fernández et al. 2021Fernández, V., Gil-Pelegrín, E. and Eichert, T. (2021). Foliar water and solute absorption: an update. The Plant Journal, 105, 870-883. https://doi.org/10.1111/tpj.15090
https://doi.org/10.1111/tpj.15090...
). Since this process may change either across species or formulation, understanding and tracking the pathway of the foliar-applied fertilizers (e.g., nutrient uptake or translocation) within plant leaf tissues might be difficult (Fernández and Brown 2013Fernández, V. and Brown, P. H. (2013). From plant surface to plant metabolism: the uncertain fate of foliar-applied nutrients. Frontiers in Plant Science, 4, 289. https://doi.org/10.3389/fpls.2013.00289
https://doi.org/10.3389/fpls.2013.00289...
; Fernández et al. 2021Fernández, V., Gil-Pelegrín, E. and Eichert, T. (2021). Foliar water and solute absorption: an update. The Plant Journal, 105, 870-883. https://doi.org/10.1111/tpj.15090
https://doi.org/10.1111/tpj.15090...
), usually requiring the use of costly, time-consuming, complex, or nonbroadcast techniques, i.e., mass spectrometry, stable isotopes, or benchtop and synchrotron-based in vivo X-ray fluorescence spectroscopies (Fenilli et al. 2007Fenilli, T. A. B., Reichart, K., Bacchi, O. O. S., Trivelin, P. C. O. and Dourado-Neto, D. (2007). The 15N isotope to evaluate fertilizer nitrogen absorption efficiency by the coffee plant. Anais da Academia Brasileira de Ciências, 79, 767-776. https://doi.org/10.1590/S0001-37652007000400015
https://doi.org/10.1590/S0001-3765200700...
; Gomes et al. 2019Gomes, M. H. F., Machado, B. A., Rodrigues, E. S., Montanha, G. S., Rossi, M. L., Otto, R., Linhares, F. S. and Carvalho, H. W. P. (2019). In vivo evaluation of Zn foliar uptake and transport in soybean using x-ray absorption and fluorescence spectroscopy. Journal of Agricultural and Food Chemistry, 67, 12172–12181. https://doi.org/10.1021/acs.jafc.9b04977
https://doi.org/10.1021/acs.jafc.9b04977...
; Li et al. 2019Li, C., Wang, P., van der Ent, A., Cheng, M., Jiang, H., Read, T. L., Lombi, E., Tang, C., Jonge, M. D., Menzies, N. W. and Kopittke, P. M. (2019). Absorption of foliar-applied Zn in sunflower (Helianthus annuus): importance of the cuticle, stomata and trichomes. Annals of Botany, 123, 57-68. https://doi.org/10.1093/aob/mcy135
https://doi.org/10.1093/aob/mcy135...
; Machado et al. 2019Machado, B. A., Gomes, M. H. F., Marques, J. P. R., Otto, R. and Carvalho, H. W. P. (2019). x-ray spectroscopy fostering the understanding of foliar uptake and transport of Mn by soybean (Glycine max L. Merril): kinetics, chemical speciation, and effects of glyphosate. Journal of Agricultural and Food Chemistry, 67, 13010-13020. https://doi.org/10.1021/acs.jafc.9b05630
https://doi.org/10.1021/acs.jafc.9b05630...
; Read et al. 2019Read, T. L., Doolette, C. L., Cresswell, T., Howell, N. R., Aughterson, R., Karatchevtseva, I., Donner, E., Kopittke, P. M., Schjoerring, J. K. and Lombi, E. (2019). Investigating the foliar uptake of zinc from conventional and nano-formulations: a methodological study. Environmental Chemistry, 16, 459-469. https://doi.org/10.1071/EN19019
https://doi.org/10.1071/EN19019...
).

Herein, a practical strategy for a real-time assessment of diffusion kinetics of mineral foliar fertilizers was explored by tracking their release throughout a dialysis tubing sunk on deionized water as a function of changes in conductivity. Since the conductivity is proportional to ionic strength in a solution, the higher the values, the higher is the ion diffusion. Furthermore, the hydrophilic and semipermeable membrane composition of the dialysis tubing enables simulating the passive diffusion process, and therefore it is suitable for mimicking the uptake of foliar fertilizer through permeable fractions of the cuticle, leave stomata and trichomes, for example (Bienfait and Scheffers 1992Bienfait, H. F. and Scheffers, M. R. (1992). Some properties of ferric citrate relevant to the iron nutrition of plants. Plant and Soil, 143, 141-144. https://doi.org/10.1007/BF00009139
https://doi.org/10.1007/BF00009139...
; Fernández et al. 2021Fernández, V., Gil-Pelegrín, E. and Eichert, T. (2021). Foliar water and solute absorption: an update. The Plant Journal, 105, 870-883. https://doi.org/10.1111/tpj.15090
https://doi.org/10.1111/tpj.15090...
; Tingey and Stockwell 1977Tingey, D. T. and Stockwell, C. (1977). Semipermeable membrane system for subjecting plants to water stress. Plant Physiology, 60, 58-60. https://doi.org/10.1104/pp.60.1.58
https://doi.org/10.1104/pp.60.1.58...
), as illustrated in Fig. 1.

Figure 1
Schematic representation of dialysis tubing-based setup employed herein as a leaf-cell proxy to assess the dynamics of foliar fertilizers.

For this, dispersions of three commercial foliar fertilizer formulations (products A, B, and C), as well as their correspondent primary compounds, respectively MnCO3, Mg(OH)2, and Cu2O, were prepared at field-recommended concentration, as described in Table 1. The Mn, Mg, and Cu content were the same on both commercial and primary compounds. These target elements were chosen due to their scarcity on the weathered soils of tropical weathered regions, such as Brazil (Castro et al. 2021Castro, C. D., Oliveira Junior, A., Oliveira, F. A., Firmano, R. F., Zancanaro, L., Klepker, D., Foloni, J. S. S., Brighenti, A. M. and Benites, V. M. (2021). Magnesium: management for the nutritional balance of soybean [Embrapa Soja. Document 438]. Londrina: Embrapa Soybean.; Fageria and Stone 2008Fageria, N. K. and Stone, L. F. (2008). Micronutrient Deficiency Problems in South America. In B. J. Alloway (Ed.), Micronutrient Deficiencies in Global Crop Production. (p. 245-266). Dordrecht: Springer. https://doi.org/10.1007/978-1-4020-6860-7_10
https://doi.org/10.1007/978-1-4020-6860-...
).

Table 1
Elemental content and concentration of three commercial formulations, products A, B, and C, as well as their correspondent primary compounds, MnCO3, Mg(OH)2, and Cu2O employed in the experiments. The elemental concentration is the same either for commercial formulations or the primary compound ones.

Fifteen milliliters of each prepared dispersion were added within a 10 cm-long dialysis tubing membrane (Spectra/Por, No. 3, Spectrum Labs, USA) previously prepared by a 30-min soaking in deionized water at room temperature. These membranes are composed of hydrophilic-like standard grade regenerated cellulose (RC) reconstituted from cotton linters, and do present a 3.5 kD molecular weight cut-off and working pH 2–12 limits range. A total of three (n = 3) independent replicates were set per group, and both edges of the tubing were locked using proper dialysis clamps. Ultrapure water, whose electric conductivity was smaller 18.18 than MΩ·cm–1, was used as control.

Thereafter, the prepared dialysis tubings were immediately transferred to glass beakers containing 250 mL of deionized water, with the upper edge sealed by polyvinyl chloride film and kept under continuous shaking on a magnetic stirring bar throughout the assays. The external water was refilled daily to maintain a constant volume and replaced 40 h past the beginning of the experiment to assess whether the water input into the system might affect fertilizer release dynamics.

The conductivity and pH of the water outside the dialysis tubing were monitored during 96 h using a handheld conductometer (Mettler Toledo, SevenGo Duo/SG23, Switzerland) and a benchtop pHmeter (Tecnal, TEC-2, Brazil). The equipment was calibrated right before each measurement using a set of reference solutions (84 and a 1413 µS·cm–1) for conductivity (Dinâmica, 697450/2149-90, Brazil) and buffer solutions (pH 4.01 and 7.00) as pH standards (Digimed, SM-S1B, Brazil).

Figure 2 presents the average intensity of cumulative conductivity of the water surrounding the dialysis tubing containing the commercial formulations and their correspondent active ingredients supplied alone, i.e., MnCO3, Mg(OH)2, and Cu2O, monitored for 96 h. It reveals the conductivity values were found higher in the commercial products rather than primary compounds. It also depicts that the water replacement 40 h past the beginning of the experiments did not induce expressive changes in conductivity, thus suggesting the elemental concentration outside the tubing had reached a chemical equilibrium point at that point.

Figure 2
Cumulative conductivity monitoring of the water surrounding dialysis tubing containing three commercial products, (a), (b), and (c), as well as their correspondent primary compounds, MnCO3, Mg(OH)2, and Cu2O.

In this scenario, Fig. 3 shows that the fitting curves that better described the conductivity kinetics behavior (R2 > 0.87) of the compounds before and after water exchange were expressed by a sigmoidal-shape logistic function, presented in Eq. 1.


Experimental data and fitted curves for the 96-h conductivity intensity monitoring of water surrounding dialysis tubing containing three commercial products, (a), (b), and (c), as well as their correspondent primary compounds, MnCO3, Mg(OH)2, and Cu2O.
  Conductivity   = C max + C min C max 1 + x x 0 p (1)

where Cmin is the initial conductivity average value, Cmax is the final conductivity average value, x0 is the inflection point (center) and p is the power.

The adjusted kinetic curves show that the diffusion of the material through the dialysis tubing before the water exchange (Fig. 3 a’–c’) were similar in both commercial products A and MnCO3, whereas it was significantly higher for the products B and C compared to their primary compounds, Mg(OH)2 and Cu2O.

The midpoint of sigmoid, i.e., the x0 factor of Eq. 1, which refers to the moment at which the growth rate starts decreasing, reveals that both formulations and primary material ones achieve stability within a similar time frame in all cases, except for product C, that reached the midpoint ca. 50% faster compared to Cu2O. Besides, the kinetics curves just started to stabilize a few hours after the beginning of the measurements.

Conversely, the release of the materials (denoted by p-value) after the water exchange (Fig. 3 a”–d”) is increased in both products A and C, as well as for MnCO3, Mg(OH)2, and Cu2O, whereas it decreases for product B. In all cases, the sigmoid midpoint was achieved later than those before the water exchange, which might be related to a lower concentration of dispersions inside the dialysis tubings, and, therefore, a longer time requirement for reaching a chemical equilibrium.

On the other hand, the recorded pH values presented a similar range among the formulations and pristine materials for all the compounds and did not significantly vary along the monitoring period, since the coefficient of variation remained under 5% in all cases, therefore suggesting that pH was not affected by the fertilizer releasing.

Figure 4
The pH monitoring of the water surrounding dialysis tubing containing three commercial products, (a), (b), and (c), as well as their correspondent primary compounds, MnCO3, Mg(OH)2, and Cu2O for 96 h.

Considering the primary materials, i.e., MnCO3, Mg(OH)2, and Cu2O, it is noteworthy that these compounds present low solubility in water, and, thus, are likely to presume that most dispersed content was not diffused through the dialysis tubing, remaining trapped within them. In this scenario, the higher conductivity values recorded on the commercial products may be related to formulation properties and the effect of adjuvants.

Therefore, this experimental setup stands out as a simple and effective tool for assessing the dynamics of ion release from fertilizers by simulating a foliar application in a dialysis-membrane cell-proxy. Although it might be limited to mimicking the hydrophilic tissues, one could account as a fast approach for probing the composition dynamics of several fertilizers. Thus, further studies might take advantage of combining the present approach with established determination techniques, such as inductively coupled plasma optical emission (ICP-OES) and energy dispersive X-ray fluorescence spectrometry (EDXRF), to address relevant information about the performance of foliar fertilizers formulation prior to its field application.

ACKNOWLEDGMENTS

Not applicable.

  • DATA AVAILABILITY STATEMENT

    The data will be available upon request to the authors.
  • FUNDING

    Agrichem do Brasil
    Fundação de Amparo à Pesquisa do Estado de São Paulo
    Grant No: 2020/07721–9
    Conselho Nacional de Desenvolvimento Científico e Tecnológico
    Grant No: 306185/2020-2
  • How to cite: Montanha, G. S., Dias, M. A. N. and Carvalho, H. W. P. (2021). A simple membrane-based approach for assessing the diffusion kinetics of mineral foliar fertilizers. Bragantia, 80, e5421. https://doi.org/10.1590/1678-4499.20210044

REFERENCES

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    » https://doi.org/10.1007/BF00009139
  • Burkhardt, J., Basi, S., Pariyar, S. and Hunsche, M. (2012). Stomatal penetration by aqueous solutions – an update involving leaf surface particles. New Phytologist, 196, 774-787. https://doi.org/10.1111/j.1469-8137.2012.04307.x
    » https://doi.org/10.1111/j.1469-8137.2012.04307.x
  • Castro, C. D., Oliveira Junior, A., Oliveira, F. A., Firmano, R. F., Zancanaro, L., Klepker, D., Foloni, J. S. S., Brighenti, A. M. and Benites, V. M. (2021). Magnesium: management for the nutritional balance of soybean [Embrapa Soja. Document 438]. Londrina: Embrapa Soybean.
  • Eichert, T., Goldbach, H. E. and Burkhardt, J. (1998). Evidence for the uptake of large anions through stomatal pores. Botanica Acta, 111, 461-466. https://doi.org/10.1111/j.1438-8677.1998.tb00733.x
    » https://doi.org/10.1111/j.1438-8677.1998.tb00733.x
  • Fageria, N. K. and Stone, L. F. (2008). Micronutrient Deficiency Problems in South America. In B. J. Alloway (Ed.), Micronutrient Deficiencies in Global Crop Production. (p. 245-266). Dordrecht: Springer. https://doi.org/10.1007/978-1-4020-6860-7_10
    » https://doi.org/10.1007/978-1-4020-6860-7_10
  • Fenilli, T. A. B., Reichart, K., Bacchi, O. O. S., Trivelin, P. C. O. and Dourado-Neto, D. (2007). The 15N isotope to evaluate fertilizer nitrogen absorption efficiency by the coffee plant. Anais da Academia Brasileira de Ciências, 79, 767-776. https://doi.org/10.1590/S0001-37652007000400015
    » https://doi.org/10.1590/S0001-37652007000400015
  • Fernández, V. and Brown, P. H. (2013). From plant surface to plant metabolism: the uncertain fate of foliar-applied nutrients. Frontiers in Plant Science, 4, 289. https://doi.org/10.3389/fpls.2013.00289
    » https://doi.org/10.3389/fpls.2013.00289
  • Fernández, V., Gil-Pelegrín, E. and Eichert, T. (2021). Foliar water and solute absorption: an update. The Plant Journal, 105, 870-883. https://doi.org/10.1111/tpj.15090
    » https://doi.org/10.1111/tpj.15090
  • Gomes, M. H. F., Machado, B. A., Rodrigues, E. S., Montanha, G. S., Rossi, M. L., Otto, R., Linhares, F. S. and Carvalho, H. W. P. (2019). In vivo evaluation of Zn foliar uptake and transport in soybean using x-ray absorption and fluorescence spectroscopy. Journal of Agricultural and Food Chemistry, 67, 12172–12181. https://doi.org/10.1021/acs.jafc.9b04977
    » https://doi.org/10.1021/acs.jafc.9b04977
  • Li, C., Wang, P., van der Ent, A., Cheng, M., Jiang, H., Read, T. L., Lombi, E., Tang, C., Jonge, M. D., Menzies, N. W. and Kopittke, P. M. (2019). Absorption of foliar-applied Zn in sunflower (Helianthus annuus): importance of the cuticle, stomata and trichomes. Annals of Botany, 123, 57-68. https://doi.org/10.1093/aob/mcy135
    » https://doi.org/10.1093/aob/mcy135
  • Machado, B. A., Gomes, M. H. F., Marques, J. P. R., Otto, R. and Carvalho, H. W. P. (2019). x-ray spectroscopy fostering the understanding of foliar uptake and transport of Mn by soybean (Glycine max L. Merril): kinetics, chemical speciation, and effects of glyphosate. Journal of Agricultural and Food Chemistry, 67, 13010-13020. https://doi.org/10.1021/acs.jafc.9b05630
    » https://doi.org/10.1021/acs.jafc.9b05630
  • Mateus, M. P. B., Tavanti, R. F. R., Tavanti, T. R., Santos, E. F., Jalal, A. and Reis, A. R. (2021). Selenium biofortification enhances ROS scavenge system increasing yield of coffee plants. Ecotoxicology and Environmental Safety, 209, 111772. https://doi.org/10.1016/j.ecoenv.2020.111772
    » https://doi.org/10.1016/j.ecoenv.2020.111772
  • Read, T. L., Doolette, C. L., Cresswell, T., Howell, N. R., Aughterson, R., Karatchevtseva, I., Donner, E., Kopittke, P. M., Schjoerring, J. K. and Lombi, E. (2019). Investigating the foliar uptake of zinc from conventional and nano-formulations: a methodological study. Environmental Chemistry, 16, 459-469. https://doi.org/10.1071/EN19019
    » https://doi.org/10.1071/EN19019
  • Schönherr, J. (2006). Characterization of aqueous pores in plant cuticles and permeation of ionic solutes. Journal of Experimental Botany, 57, 2471-2491. https://doi.org/10.1093/jxb/erj217
    » https://doi.org/10.1093/jxb/erj217
  • Stover, E., Fargione, M., Risio, R., Stiles, W. and Iungerman, K. (1999). Prebloom foliar boron, zinc, and urea applications enhance cropping of some ‘Empire’ and ‘McIntosh’ apple orchards in New York. HortScience, 34, 210-214. https://doi.org/10.21273/HORTSCI.34.2.210
    » https://doi.org/10.21273/HORTSCI.34.2.210
  • Tingey, D. T. and Stockwell, C. (1977). Semipermeable membrane system for subjecting plants to water stress. Plant Physiology, 60, 58-60. https://doi.org/10.1104/pp.60.1.58
    » https://doi.org/10.1104/pp.60.1.58

Edited by

Section Editor: Ricardo Giehl

Publication Dates

  • Publication in this collection
    12 Nov 2021
  • Date of issue
    2021

History

  • Received
    19 Feb 2021
  • Accepted
    13 Sept 2021
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