Next Article in Journal
Drone Noise Reduction Using Serration–Finlet Blade Design and Its Psychoacoustic and Social Impacts
Previous Article in Journal
Integration of Google Earth Engine and Aggregated Air Quality Index for Monitoring and Mapping the Spatio-Temporal Air Quality to Improve Environmental Sustainability in Arid Regions
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

The Significance of Herbicide–Humin Interactions in Sustainable Agroecosystems

by
Maria Jerzykiewicz
1,*,
Irmina Ćwieląg-Piasecka
2,
Jerzy Weber
2,
Aleksandra Ukalska-Jaruga
3,
Elżbieta Jamroz
2,
Andrzej Kocowicz
2,
Magdalena Debicka
2,
Jakub Bekier
2,
Lilla Mielnik
4,
Romualda Bejger
4,
Magdalena Banach-Szott
5 and
Agnieszka Grabusiewicz
1,6
1
Faculty of Chemistry, University of Wroclaw, Joliot-Curie 14 St., 50-383 Wroclaw, Poland
2
Institute of Soil Science, Plant Nutrition and Environmental Protection, Wrocław University of Environmental and Life Sciences, Grunwaldzka 53 St., 50-357 Wrocław, Poland
3
Department of Soil Science and Environmental Analysis, Institute of Soil Science and Plant Cultivation, State Research Institute, Czartoryskich St.8, 24-100 Puławy, Poland
4
Department of Bioengineering, West Pomeranian University of Technology in Szczecin, P. Pawła VI 3 St., 71-459 Szczecin, Poland
5
Department of Environmental Chemistry, University of Technology and Life Sciences in Bydgoszcz, Prof. S. Kaliskiego 7 Av., 85-789 Bydgoszcz, Poland
6
Department of Chemical Sciences, University of Limerick, V94 T9PX Limerick, Ireland
*
Author to whom correspondence should be addressed.
Sustainability 2025, 17(8), 3449; https://doi.org/10.3390/su17083449
Submission received: 20 February 2025 / Revised: 31 March 2025 / Accepted: 10 April 2025 / Published: 12 April 2025

Abstract

:
Humin, as the most stable fraction in soil organic matter, determines possibility of sustainable environmental development by influencing, among other things, the binding and migration of different chemicals in soil. The aim of this paper was to determine changes in the properties of humins after interaction with three selected active substances of herbicides differing in structure and chemical properties (pendimethalin, metazachlor, and flufenacet) and two different commercial products. In accordance with OECD 106 guidelines, humins isolated from eight different soils were saturated with herbicide compounds under study. As humin is a non-hydrolyzable organic carbon fraction, solid state research techniques (elemental analysis, NMR, FTIR, EPR, and UV-Vis) were applied. The results clearly showed that the interaction between humin and herbicides increases the concentration of oxygen-containing groups and the internal oxidation (ω) in humin. For all investigated humins, a reduction in radical concentration was observed. Radicals in humins were not completely quenched; a certain concentration of radicals with unchanged structure always remained in the samples. Other spectroscopic analyses showed no significant changes in the structure of pesticide-saturated and non-saturated humins. This suggests that sorption of the studied compounds occurs on the humins only as a result of the interaction of physical forces on the surface of the studied organic matter fraction. Thus, interaction with the studied herbicides occurs as a surface phenomenon, and the inner core remains protected by the condensed structure and/or strong binding to the clay minerals.

1. Introduction

Several distinct and often concurrent phenomena, such as chemical, biological, and photochemical degradation; transport and accumulation; volatilization; and leaching, significantly influence the fate and behavior of herbicides in the soil environment [1]. They are affected to varying extents by physical, physicochemical, biochemical, pedological, and climatic conditions [2]. It is well known that, apart from biological pathways, sorption–desorption equilibria play a crucial role in regulating pesticide availability in the soil solution, which is mainly controlled by the soil organic matter (SOM) content and composition [3,4,5]. SOM is a mixture of polymorphic substances of very high chemical reactivity, mainly humic acids, fulvic acids, and humin. The activity of these substances is the result of the presence of functional groups in their molecular structure with the most reactive carboxylic and phenolic groups, free radicals, and reactive sites of hydrophilic and hydrophobic character [6,7,8,9,10]. Polyfunctionality and polyelectrolyte character allow for them to interact with heavy metals, pesticides, and soil mineral constituents (e.g., clay minerals, oxides, and hydroxides). Humic substances with a lower molecular weight, below 5KDa, characterized by a more aliphatic structure (mainly water-soluble fulvic fraction), are of a key importance for the plant–soil system and the sorption–desorption equilibria of contaminants in soil [11]. Humic acids with a higher molecular weight, a high content of oxygen groups, and more aromatic character are the soluble fraction of humic substances only in alkaline solutions. This fraction can sorb cationic and hydrophobic contaminants mainly due to weak bonds such as hydrogen bonding, π–π interactions, and hydrophobic interactions [12,13,14,15,16]. Mentioned fractions (humic and fulvic acids) were the subjects of studies in terms of sorption–desorption phenomena of both ionic and non-ionic organic compounds used as agrochemicals in soils [17,18,19,20,21].
The fraction named humin, known as the most recalcitrant and abundant SOM fraction, is the least investigated, mainly due to its difficult extraction or isolation procedure [10,21,22,23]. Meanwhile, the available literature, although limited, indicates that humin contains redox-active moieties due to the presence of quinone moieties that play the role of redox-active centers. The interactions between humin, microorganisms, and environmental pollutants are very complex, and they include abiotic–biotic redox interactions. The type and extent of these interactions can change over time and eventually lead to the complete immobilization and incorporation of some substances into the humic matter [23]. Some recent studies have shown that the organic fraction can strongly affect the adsorption of carbofuran in soil [5]. Also, in the sorption of atrazine, 4,4′DDT, and chrysene, a stable SOM fraction consisting of biopolymers in various stages of transformation with numerous aromatic–aliphatic groups was found to be an important and interesting sorbent of organic compounds [24,25]. The above pesticides, in addition to pendimethalin, have been evaluated for non-extractable residue formation via their reaction with stable humin fractions [24]. However, to the best of our knowledge, no structural studies of the interaction between humin and commercial pesticide formulations have been reported. This analysis seems to be important, as the different constitution of commercial products (different solvent concentrations, additives, etc.) could affect interaction with soil organic matter with a different pure compound pattern form. This research provides a reliable environmental risk assessment associated with retention, translocation, and degradation levels of pesticides in soils. Moreover, this research responds to the needs of soil conservation and agricultural safety in terms of widespread climate crisis, which has resulted in numerous measures to reduce the inflow and accumulation of harmful compounds in soil to ensure their health and food quality.
Therefore, the main aim of this study was to fulfill the gap in humin studies, which further consisted of four intermediate goals. The first was to determine how the selected active substances of the herbicides flufenacet, metazachlor, and pendimethalin affect the structure of humin. The chosen active substances are commonly used in crop protection due to their high efficacy in combating specific groups of plants without affecting the physiological processes of the crop. The secondary aim was to find if the commercial formulation gives the same effect as active substances. The third aim was investigation of the influence of herbicides on humins isolated from different soil types. As it is difficult to dissolve humin to obtain a homogeneous solution for this type of study, only methods that allow for measurement in solid state were used in the investigations. Proposing methods enabling the study of humins without dissolving them was our fourth goal.

2. Materials and Methods

2.1. Humin Extraction

A detailed isolation procedure for humin is described in our previous work [22]. The method used is based on the classical separation of humin by elimination of alkali-soluble SOM fractions from the soil matrix and subsequent digestion of the remaining mineral fraction with the HF/HCl mixture until almost complete digestion of the mineral part. The whole isolation of humin takes about 9–10 weeks, depending on the SOM content.
Humin were extracted from soils collected from eight regions in Poland (more details in Ukalska-Jaruga et al. [24]). Some details about localization of sampling and main properties are presented in Appendix A as Table A1 and Table A2. Samples were labelled as 1Ps (Psary), 3Z (Ziemnice), 6M (Magnice), 7T (Trzebnik), 8C (Ciepłowody), 9H (Hrubieszów), 10Py (Pyrzyce), and 11K (Kętrzyn), with respect to the soil sampling localizations.

2.2. Sample Preparation

Three herbicides with a high level of agricultural use as well as diverse chemical properties and molecular structures were selected for study. Among the analyzed compounds, two of them belonged to the acetamide group and one to the aniline group, namely, flufenacet, metazachlor, and pendimethalin. Their physical and chemical characterization can be found in our previous research paper [24]. The experiments on active substances were complemented by studies on commercial preparations—2 formulations representing each active substance to evaluate changes in reactivity of individual compounds in adjuvant-bound forms (Table 1).
The saturation of eight humin samples with each active substance and its two commercial products was carried out according to the Guidelines for the Testing of Chemicals OECD Standard 106 [26]. The sorption experiments were carried out maintaining constant carbon content in humin samples (C = 500 mg) and constant temperature conditions (20 ± 1 °C) and humidity, using nitrogen atmosphere to eliminate interference. The experimental parameters were selected based on values of the partition coefficients (Koc) of the active substances and their absorption potential on soil components included in OCED Standard 106 annex A. The saturation process was optimized following the experimental approach outlined in the study thoroughly described in Ukalska-Jaruga et al. [24]. Based on that, metazachlor, flufenacet, and pendimethalin demonstrated different rates of sorption to humin. The sorption was most rapid within the first 6 h, with equilibrium in pesticide–HN contact being reached between 24 and 32 h. The examined active substances showed a very quick sorption within the initial hours, indicating the rapid saturation of the HN sorption sites. Therefore, the saturation process lasted no longer than 24 h due to the pesticides achieving a sorption plateau in the humin samples. Thus, Fl, Pe, and their commercial formulations (Flt, Cen, Stq, and Pfx) were dissolved in hexane in mass-to-volume ratios of 1:5, (Fl, Flt, and Cen) and 1:100 (Pe, Stq, and Pfx). Me and its preparations (Mzx and Mep) were dissolved in ethyl acetate, all at a m/v ratio of 1:1. Active substances were added to the humin to reach 100% saturation of humin with pesticides. Such prepared mixtures were agitated for 24 h; then, the solvent was decanted while the remaining hexane and ethyl acetate were evaporated under nitrogen atmosphere to the sample dry mass (after 24 and 96 h, respectively).
As an inherent part of any experiment, the main potential experimental drawbacks were identified to reduce the risk of errors and interference in the analytical process:
  • Solvent Evaporation: The evaporation of hexane and ethyl acetate under a fume hood may not be fully efficient. If not completely evaporated, residual solvents could interfere with the analysis or impact the interaction between the pesticides and humin. The differing evaporation times for hexane (24 h) and ethyl acetate (96 h) might suggest that the solvents have very different evaporation rates. This discrepancy could affect the timing and effectiveness of solvent removal and introduce inconsistency in pesticide concentrations in the final samples.
  • Koc Coefficients: The experiment’s reliance on the Koc partition coefficients is a good starting point for determining pesticide absorption, but Koc values are general indicators that may not perfectly reflect the actual behavior of the pesticides in humin samples under the specific experimental conditions. Factors such as humin composition, moisture content, and temperature might affect sorption, leading to deviations from predicted values based on Koc alone.
  • Humin Sample Heterogeneity: Humin samples can be quite heterogeneous in terms of their chemical and physical properties; such variability might affect the reproducibility of the results. Careful sampling homogenization before saturation helps reduce the likelihood of this potential issue.
  • Effect of Hexane and Ethyl Acetate on Active Substances: Hexane and ethyl acetate may not be inert solvents for all the active substances and their commercial formulations. Some chemicals might degrade, react, or change their behavior in these solvents. The effect of these solvents on the pesticides should be further validated.
  • Measurement Errors/Bias: Systematic errors and random errors were eliminated by optimization of the saturation process as determined by a sorption experiment [27] and quantitative evaluation of the residual test substance in solution after saturation therefore the unpredictable variations in measurement that can increase variability in the data were eradicated.
  • Instrument limitations: The tools used for measurement may have inherent limitations; therefore, the appropriate quality control standards are regularly applied and equipment used for testing is constantly maintained and supervised. The Sheward cards are maintained.

2.3. Analytical Methods

2.3.1. Elemental Analysis

The elemental composition of humin was analyzed with the CHNS Vario EL Elementar Cube analyzer (Langenselbold, Germany) in three replicates to obtain the highest result precision. The contents of C, H, N, and S were given as the absolute values, while the oxygen concentration was calculated from the mass difference (O% = 100% − C% − H% − N% − %S). In addition, the elemental composition was recalculated to the dry ash-free mass of the humin sample, and the H/C, O/C, O/H, and N/C atomic ratios were calculated to show the relationship between the elements in the humin composition. Internal oxidation (ω) [27,28] was calculated using the formula ω = 2 O + 3 N H C .

2.3.2. CP MAS 13C NMR

The CP MAS 13C NMR spectra were acquired using a Bruker Avance III spectrometer (Bruker Inc., Karlsruhe, Germany) at 300 MHz, equipped with a 4 mm narrow MAS probe and operating in a 13C resonance sequence at 75.48 MHz. Humin samples were placed in a zirconium dioxide (ZrO2) rotor (sample holder) with Kel-F caps, with a rotation frequency of 10 kHz. The spectra were obtained by collecting 4994 data points from the same number of scans with an acquisition time of 50 ms and with recycle delay of 4 s. The spectra were collected and processed using Bruker Topspin 3.6 software. Due to the very long time required to collect the spectra, measurements were only performed on the humin itself and on samples saturated with the active substances of the herbicides under investigation. Nevertheless, this part of the studies was crucial to identify the potential modulations of the humin structure, in particular by the active substances of the herbicides. The areas of characteristic functional groups were calculated by integrating appropriate parts of the spectra using Bruker Topspin 4.1.1. software.

2.3.3. FTIR

Oscillation spectra were performed for all humin samples, saturated with active and commercial substances using a Bruker Vertex 70 FTIR spectrometer (Bruker Inc., Karlsruhe, Germany) with KBr pellets (approximately 1 mg of sample in 400 mg of KBr). Collected spectra were presented as transmittance. For the chosen peaks, –C, –O, and –OH deformations of COOH (1190–1300 cm−1); –C=C– of aromatic (1570–1677 cm−1); –C=O of COOH (1677–1800 cm−1); –CH2– symmetric stretching (2796–2850 cm−1); and –CH2– asymmetric stretching (2877–2985 cm−1), area integrals were calculated from absorbance spectra using OriginPro 2016 and OriginPro 9.5 software.

2.3.4. EPR

X-band EPR spectra were obtained with a Bruker Elexsys E500 spectrometer (Bruker Inc., Karlsruhe, Germany) at room temperature using a double rectangular cavity resonator dedicated to quantitative measurements. The Pahokee peat humic acid standard (1S103H) and the Leonardite humic acid standard (1S104H), extracted and distributed by the International Humic Substances Society (IHSS) (IHSS, USA), and the Bruker alanine pill were used as quantitative standards. To analyze the spectra of humin radicals, a double integration of the signals was performed using the Bruker WinEPR program (Bruker Inc., Karlsruhe, Germany). Measurements and calculations were performed for humin saturated with active and commercial substances.

2.3.5. UV-Vis

UV-Vis analysis was performed using the Varian Cary 50 Conc spectrometer. A small amount of humin sample was triturated with standard high vacuum grease using a mortar, and the homogeneous paste was applied to quartz high-precision cells (from Hellma Analytics, Hellma GmbH & Co. KG, Müllheim, Germany). The absorption coefficient at E4/E6 was calculated from the absorbance at 465 and 665 nm, respectively. Measurements and calculations were performed for all humin samples saturated with active substances and commercial formulations. Each sample was measured in five replicates to eliminate a random error and obtain the result with the lowest uncertainty. During the measurements, the same quartz cells with only the grease were used as a blank.

3. Results and Discussion

3.1. Elemental Analyses and Atomic Ratios of Investigated Samples

The interaction of pesticides (active substances and commercial preparations) with humin resulted in a change in its elemental properties. It was expected that the binding of pesticides containing nitrogen or sulfur would cause an increase in the content of these elements. However, no such dependence was found (Appendix A, Table A3, Table A4 and Table A5). Only relatively small changes in the O/C atomic ratio were observed (an increase for the majority of samples after pesticides saturation) (Table 2). These phenomena lead to an increase in the internal oxidation parameter (ω) (Table A3, Table A4 and Table A5). The same dependencies were found for both active substances and for commercial products. Based on the elemental analysis, it can be assumed that the studied pesticides did not affect aromatic–aliphatic structure of humin, except for the increase in oxygenation of the studied system. According to Stevenson [29], this fact could be correlated with the non-biological degradation of pesticides by nucleophilic reactive groups of the types known to occur in soil humus, such as carboxyl; phenolic–, enolic–, heterocyclic–, and aliphatic–OH; amino; heterocyclic amino; imino; semiquinones; and others). Humic substances are known for their redox properties, and their activity as reducing agents in various pesticides [29,30,31]. Indeed, humin, extracted as solid fractions from paddy soils or sediments, has been shown to be involved in extracellular electron transfer (coupled with microbial reductive dehalogenation of pentachlorophenol), acting as both electron acceptor and electron donor [32]. Thus, the redox activity of humin may lead to its oxidation as a consequence of interaction with pesticides.

3.2. NMR Measurements of Unsaturated and Saturated Humin with Pesticides

13C CP MAS NMR spectra of untreated and pesticide-treated humin showed no significant differences (Figure 1). These observations pointed out that no new compounds/structural groupings capable of oscillation have been formed and the humins exhibit chemical inertness to the bound pesticides. The main result indicated that samples saturated with pesticides showed a similar spectral pattern to untreated humin as confirmed by the lack of new signals. However, comparison of the integrated areas of the NMR spectra revealed slight differences (Table 3) in the content of carboxyl groups. With few exceptions, the integrated areas of the chemical shifts in COOH groups were higher in the herbicides treated with samples than in pure humin. These observations converge the results of elemental analysis, confirming the higher O/C ratio in the samples investigated. According to Song et al. [10], such a difference is an indicator of organic matter oxidation processes.
Interesting observations were also made in the regions attributed to the following hydrocarbons: 116–151 ppm aromatic C; 102–116 ppm O-C-O, anomeric, and carbonyl C; and 74–91 ppm CH-OH, carbohydrates, or higher alcohols. A decrease in the intensity of most of these bands was observed after saturation of humin with herbicides. This was accompanied by the broadening of lines attributed to aliphatic carbons in the range of 18–57 ppm. This may indicate that the sorbed pesticide compounds studied play a key role in the interaction with the humin fraction and exhibit the tendency to incorporate into its structure, modifying the mutual proportion of different carbohydrate moieties. For the majority of the treated samples, an increase in carboxylic group areas was also observed, in agreement with the results of elemental analysis (Table 2), which may confirm the oxidation of humin.

3.3. Functional Groups Analysis of Investigated Humin

All the FTIR spectra of the humin studied showed a similar pattern, typical of humic substances [6], with aliphatic (2877–2985 cm−1) and aromatic (1570–1677 cm−1) stretching as the best representative of the hydrocarbon structure and carboxylic groups (1677–1800 cm−1). This is well documented in Figure 2, which shows sample 6M untreated and treated with the active substances (6M + Me) and its commercial products (Mzx and Mep). Some other studies on the sorption of pesticides (atrazine and metsulfuron–methyl) by SOM pointed to the formation of new interactions, as evidenced by the stretching of the N-H vibration band towards lower wavenumbers [33]. In the case of the herbicides investigated, no band shifts were observed, and no new band appeared. However, some small but evident changes in the intensity of the analyzed bands were observed (Table 4), such as the decrease in the proportion of aromatic structures in the humin. This correlates well with the decrease in aromatic C-integral areas observed in the 13C CP MAS NMR spectra (Table 3). In most cases, a decrease in signal intensities was observed in favor of a broad group of hydrogen bonding bands (3200–3700 cm−1). Since all of the investigated pesticides have a relatively high polar surface area [24] and are hydrogen bond acceptors, the formation of hydrogen bonds is a very likely mechanism of interaction between the aforementioned herbicide active substances and electronegative donor oxygen groups present in the studied humin. Nevertheless, it must be considered that humin may also react with Fl, Me, and Pe via hydrophobic retention, taking into account their non-polar regions and the lipophilicity of the studied herbicides.

3.4. UV-Vis Studies

Comparison of the UV-Vis analysis results for pure humin—both untreated and saturated with active substances and commercial herbicides—revealed small changes in the E4/E6 parameter (Appendix A Table A3, Table A4 and Table A5). Measurements of electron spectra of humic substances in the solid state are not a very common, so it is difficult to say how significant the observed changes are based on the literature. However, a tendency for E4/E6 to increase was observed for most of the humin after sorption of the studied herbicides, indicating a slight change in the molar mass of the tested humin supporting a decrease in the degree of condensation and aromaticity of the humic fraction [34].

3.5. Radical Structures in Humin

The most sensitive method for monitoring herbicide interactions with humin was EPR spectroscopy. The same radical signal with a g parameter of 2.0029–2.0031 was recorded in all the untreated humin and humin saturated with pesticides (both active substances and preparations) tested, indicating the very similar structure of the radicals in all the humin investigated and their predominantly aromatic structure. The g-parameter values of the investigated humin were lower than those typically observed for HA and FA [35,36], which is not surprising given the different structures within the humin fraction. This is indicative of an unpaired electron located in the more aromatic moieties [37]. A reduction in radical concentration (RC) was observed after treatment of humin with active pesticide substances and commercial preparations (Figure 3). Thiadiazoles, as well as various other heterocycles, have been shown to be potent radical scavengers and are known to have radical scavenging properties [38]. So far, the scavenging activity has been investigated against small reactive oxygen species [39]. Similar studies, but based on the interaction of permanent radicals in humic acids with groups of pesticides, were investigated by Senesi et al. [3,31,40]. Two opposite effects—an increase or decrease in radical concentration—were observed, depending on the type of chemical used as a pesticide. Thus, s-triazine derivatives caused an increase in radical concentration. This result was explained by assumption that electrons are removed from the electron-rich donating amine and/or heterocyclic nitrogen atoms of the triazine molecule by electron-deficient quinone-like structures in the humic acids through single electron donor–acceptor processes involving semiquinone free radical intermediates [3]. However, the opposite effect was observed for carbamates, whose interaction with humic acids led to a decrease in the concentration of semiquinone radicals, via a hydrogen atom transfer reaction [41]. The above mechanisms involve carbonyl, quinone, and carboxyl groups of humic substances leading to hydrolyzable (probably anil, a Schiff base, and anilinoquinone) or non-hydrolyzable (probably heterocyclic rings or ethers) bond forms. The electron withdrawal ability of nitro (and other) groups may also prevent radical formation [42].
The occurrence of stable free radicals in humic substances, including humin fraction, further implicates organic matter in the chemical transformation of herbicides [43]. The phenomena described are particularly possible due to the high content of oxygen-containing groups in humic acids. However, humin contains redox-active moieties, and in addition to the results presented here, previous electron spin resonance studies also suggested that quinone moieties in humin are the redox-active centers [33]. Therefore, it can be concluded that humin may play an important role in mediating electron transfer reactions between SOM and pesticides in soil.
The concentrations of radicals determined from EPR spectra (Table 5) were reduced by the sorption of all herbicides tested. Interestingly, only a partial reduction of the radical concentration was observed, not their complete quenching, as is known for interactions of humic acids with, e.g., copper ions [36]. This suggests that the herbicide molecules may not be able to penetrate deep into the humin structure, probably due to the humin strong binding to the surface of the clay minerals. According to some previous studies, particles of humin may create micelles of a polymeric nature, where the basic structure consists of an aromatic ring of phenyl type bridged by -O-, -NH-, -N=, -S-, and other functional groups that contain both free -OH and -COOH groups and the double linkages of quinones [21]. Therefore, humin structure is dominated by the condensed strong hydrophobic core with numerous aliphatic side chains, enabling different magnitudes of pesticide sorption [24]. This is in line with the studies of Pham et al. [44], who concluded that humin serves as extracellular electron mediator in multiple reactions, where quinone and sulfur-containing moieties are suggested as redox-active centers. In such a case, the reactions would take place in the surface layers, while part of the radicals in the core of the stable humin matrix would be inaccessible to the tested compounds, possibly also due to the steric hindrance. Thus, the observed oxidation of humin, as a result of their interaction with the tested herbicides, could be a surface phenomenon, as the inner region of the humin matrix would be protected by the humin condensed structure [21].

4. Conclusions

The conducted research indicates that the interaction of humin with pesticides (both active substances and commercial products) resulted in a decrease in the proportion of aromatic groups and an increase in the O/C ratio of humin and internal oxidation (ω). Based on the change in intensity and the absence of band shifts in the recorded NMR and infrared spectra of humin after their saturation with the studied herbicides, it is postulated that no significant chemical changes occurred in the structures of humin. However, physical sorption processes are not excluded especially on the surface of highly charged humin moieties. The increase in the proportion of oxygen-containing functional groups suggests that hydrogen bonding could be an important and favored mechanism of incorporation of the tested herbicides on the surface region of humin. In addition, the observed decrease in the content of aromatic semiquinone radicals in humin as a result of their interaction with tested herbicides highlights an important role of this fraction as a redox-active center in SOM, with potential to participate in non-biological degradation of pesticides in soils. The results obtained also suggest that the interaction of humin with the studied herbicides may occur as a surface phenomenon, and the inner region of the humin matrix could possibly be protected by the condensed humin structure and/or strong binding to the clay minerals. This could be proof of humin as the most recalcitrant SOM fraction, which is essential to predict the transformation and migration of organic pollutants. Such information may significantly contribute to the risk assessment of surface and groundwater contamination by the tested pesticides and to optimize the sustainable remediation treatment strategies in soils. However, to more adequately predict the real-field scenario, our future directions will focus on the comparison of the sorption affinity of the aforementioned compounds towards the individual SOM fractions in the field.

Author Contributions

M.J.—chemical and EPR measurements and data analyses, writing and editing, graphical abstract; I.Ć.-P.—review and editing; J.W.—humin isolation, writing—review, leader of the project; E.J., M.D. and J.B.—humin isolation; A.K.—soil sampling and humin isolation; L.M., A.U.-J. and M.B.-S.—writing—review; R.B.—humin–herbicide saturation; A.G.—preparation of references, analyses of spectroscopies data, EPR, FTIR, UV-Vis, writing and editing. All authors have read and agreed to the published version of the manuscript.

Funding

This research was financed by the EJP SOIL program (the National Centre for Research and Development, Poland, Grant number EJPSOIL/I/78/SOMPACS/2022).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The raw data supporting the conclusions of this article will be made available by the authors on request.

Conflicts of Interest

The authors declare no conflicts of interest.

Appendix A

Table A1. Localization and general information on soils [24].
Table A1. Localization and general information on soils [24].
Sample NoGPS CoordinatesWRB Soil GroupCultivated Plant
1PsN 51°11′27.79″; E 17°02′08.24″Gleyic/Stagnic Phaeozemstriticale
3ZN 50°34′30.50″; E 17°55′59.81″Rendzic Phaeozemsmaize
6MN 50°59′00.04″; E 16°56′52.48″Gleyic/Stagnic Phaeozemsmaize
7TN 50°49′11.87″; E 16°52′39.38″Calcic/Haplic Chernozemssugar beets
8CN 50°40′53.98″; E 16°55′47.78″Gleyic/Stagnic Phaeozemsmaize
9HN 50°43′32.91″; E 23°50′05.94″Calcic/Haplic Chernozemswheat
10PyN 53°09′57.87″; E 14°55′15.19″Gleyic/Stagnic Phaeozemssugar beets
11KN 54°03′53.67″; E 21°21′09.66″Gleyic/Stagnic Phaeozemstriticale
Table A2. Main properties of soils [24].
Table A2. Main properties of soils [24].
Sample NopH (KCl)TOC
g kg−1
NC/NCaCO3
g kg−1
CEC
cmol kg−1
% Particles
>0.002 mm
USDA Textural Class
1Ps7.7113.31.0612.51.4628.316sandy loam
3Z7.4524.42.1411.43.4350.041clay
6M7.5221.21.6013.21.5333.422loam
7T5.6441.73.3912.30.5153.224silt loam
8C7.3926.12.0312.81.0321.619silt loam
9H7.5239.92.9013.73.2652.521silt loam
10Py7.4824.62.1211.61.5434.424loam
11K6.6637.72.8013.40.6125.847clay
Table A3. Percentage element (molar) and ash content (weight %), atomic ratios, ω, and E4/E6 ratio for humins untreated and saturated with flufenacet and its two commercial products.
Table A3. Percentage element (molar) and ash content (weight %), atomic ratios, ω, and E4/E6 ratio for humins untreated and saturated with flufenacet and its two commercial products.
AshC (SD)N (SD)H (SD)O (SD)S (SD)H/CO/CO/HC/NωE4/E6 (SD)
1Ps39.4541.26 (0.45)1.87 (0.02)38.32 (0.72)18.17 (0.98)0.38 (0.04)0.930.440.4722.040.091.016 (0.005)
+FL 33.72 (0.65)1.66 (0.06)36.57 (0.31)32.15 (0.88)0.79 (0.47)1.261.110.8819.361.111.038 (0.003)
+Flt 38.14 (2.76)1.84 (0.16)32.13 (2.16)25.65 (1.54)2.24 (2.23)0.840.670.820.680.651.064 (0.0002)
+Cen 32.55 (0.84)1.47 (0.09)38.13 (2.18)27.71 (1.67)0.13 (0)1.170.850.7322.080.671.053 (0.002)
3Z22.8939.61 (1.15)2.12 (0.06)40.10 (1.89)17.93 (0.87)0.23 (0.03)1.010.450.4518.660.051.019 (0.003)
+FL 38.84(1.63)2.21 (0.09)38.69 (1.37)20.18(0.65)0.12 (0.0)10.520.5217.540.211.017 (0.003)
+Flt 37.78 (0.26)2.13 (0.13)40.82 (0.32)19.16 (0.21)0.11 (0)1.080.510.4717.720.11.040 (0.001)
+Cen 40.82 (1.17)2.27 (0.07)36.75 (1.97)19.22 (0.88)0.94 (0.13)0.90.470.5217.950.211.036 (0.0006)
6M38.5738.98 (0.27)1.99 (0.05)38.00 (1.4)20.36 (1.58)0.67 (0.11)0.970.520.5419.620.221.0634 (0.016)
+FL 34.11(0.35)1.75 (0.09)38.46 (1.45)25.28(1.29)0.41(0.19)1.130.740.6619.510.511.017 (0.008)
+Flt 36.09 (0.39)1.9 (0.01)34.17 (0.79)25.84 (0.72)2.01 (0.2)0.950.720.7619.010.641.057 (0.0008)
+Cen 35.42 (1.07)1.77 (0.04)36.79 (0.46)24.06 (0.78)1.97 (0.2)1.040.680.6520.000.471.066(0.0007)
7T41.6730.6 (2.61)1.79 (0.08)38.48 (1.35)28.96 (3.03)0.16 (0.01)1.260.950.7517.120.811.069 (0.004)
+FL 29.84(0.66)1.78 (0.02)36.5 (0.82)31.74 (0.38)0.14(0.01)1.221.060.8716.81.081.021 (0.006)
+Flt 30.6 (0.91)1.79 (0.08)38.48 (0.56)28.96 (0.71)0.16 (0.03)1.260.950.7517.120.811.070 (0.001)
+Cen 29.87 (1.05)1.66 (0.08)36.4 (2.08)30.89 (2.66)1.17 (0.35)1.221.030.8518.001.021.057 (0.0009)
8C28.0142.84 (0.11)2.3 (0.01)37.86 (1.1)15.92 (0.83)1.08 (0.21)0.880.370.4218.650.021.059 (0.022)
+FL 38.9 (1.21)1.77 (0.06)34.2 (1.07)22.69 (1.65)2.44 (0.43)0.880.580.6621.920.421.018 (0.006)
+Flt 38.9 (0.23)1.83 (0.06)34.43 (0.46)22.01 (0.25)2.83 (0.36)0.890.570.6421.280.391.063 (0.0004)
+Cen 38.83 (2.10)1.65(0.010)36.15 (1.21)22.47(1.34)0.89 (0.02)0.930.580.6223.50.351.067 (0.0002)
9 H43.3140.14 (3.79)1.73 (0.13)35.65 (2.07)21.43 (1.97)1.06 (0.12)0.890.530.623.240.311.098 (0.005)
+FL 37.99 (1.83)1.9 (0.06)36.26 (1.19)22.8 (2.73)1.05 (0.2)0.950.60.6320.000.41.136 (0.002)
+Flt 36.27 (2.58)1.79 (0.13)43.21 (2.66)18.58 (0.2)1.02 (0.02)1.190.510.4320.30−0.021.096 (0.0006)
+Cen 38.81 (2.06)1.87 (0.04)39.65 (0.96)19.46 (1.01)0.21 (0.2)1.020.50.4920.750.131.126 (0.0008)
10Py54.538.59 (1.38)1.92 (0.12)37.44 (2.15)20.81 (2.96)1.24 (0.21) 0.970.540.5620.080.261.022 (0.0026)
+FL 36.08 (0.42)1.87 (0.01)35.00 (1.51)24.23 (2.25)2.82 (0.79)0.970.670.6919.330.531.044 (0.006)
+Flt 36.9 (0.05)1.96 (0.06)33.87 (1.19)24.92 (1.25)2.35 (0.12)0.920.680.7418.830.591.089 (0.0009)
+Cen 35.23 (0.78)1.82 (0.09)36.55 (1.05)23.89 (1.79)2.5 (0.14)1.040.680.6519.310.471.047 (0.0007)
11K48.8734.89 (0.42)1.97 (0.05)39.29 (1.36)23.22 (1.01)0.63 (0.17)1.130.670.5917.680.371.061 (0.009)
+FL 32.88 (1.16)1.92 (0.07)41.35 (0.28)23.67 (1.13)2.72 (0.44)1.260.720.5717.120.361.047 (0.007)
+Flt 31.91 (0.77)1.92 (0.09)40.26 (3.63)25.04 (3.56)0.87 (0.23)1.260.780.6216.630.491.077 (0.0008)
+Cen 33.7 (0.83)1.86 (0.02)36.88 (0.77)23.28 (1.51)4.28 (0.69)1.090.690.6318.160.451.039 (0.001)
Table A4. Percentage element (molar) content with standard deviation in brackets, its ratios, ω, and E4/E6 ratio for humins untreated and saturated with metazachlor and its two commercial products.
Table A4. Percentage element (molar) content with standard deviation in brackets, its ratios, ω, and E4/E6 ratio for humins untreated and saturated with metazachlor and its two commercial products.
C (SD)N (SD)H (SD)O (SD)S (SD)H/CO/CO/HC/NωE4/E6 (SD)
1Ps41.26 (0.45)1.87 (0.02)38.32 (0.72)18.17 (0.98)0.38 (0.04)0.930.440.4722.040.091.016 (0.005)
+Me32.64 (0.48)1.72 (0.02)33.16 (0.65)31.01 (0.99)1.46 (0.24)1.020.950.9418.941.041.053 (0.002)
+Mzx34.2 (0.54)1.78 (0.07)34.39 (0.75)28.06 (1.05)1.57 (0.54)1.010.820.8219.180.791.045 (0.001)
+Mep34.19 (0.64)1.66 (0.03)33.84 (1.89)29.93 (2.57)0.37 (0.21)0.990.880.8820.570.911.085 (0.001)
3Z39.61 (1.15)2.12 (0.06)40.10 (1.89)17.93 (0.87)0.23 (0.03)1.010.450.4518.660.051.019 (0.003)
+Me39.84 (1.15) 2.34 (0.09)39.07 (2.03)17.08 (0.91)1.67 (0.13)0.980.430.4417.000.051.038 (0.002)
+Mzx40.71 (1.13)2.29 (0.06)37.98 (1.39)17.34 (0.31)1.68 (0.45)0.930.430.4617.750.091.050 (0.003)
+Mep38.35 (1.02)2.17 (0.06)40.9 (2.05)18.48 (1.0)0.1 (0)1.070.480.4517.660.071.035 (0.000)
6M38.98 (0.27)1.99 (0.05)38.00 (1.4)20.36 (1.58)0.67 (0.11)0.970.520.5419.620.221.0634 (0.016)
+Me35.62 (0.12)1.97 (0.04)39.25 (0.78)19.73 (0.62)3.42 (0.2)1.10.550.518.040.171.088 (0.004)
+Mzx35.08 (1.12)1.83 (0.07)38.83 (0.77)22.37 (0.1)1.89 (0.34)1.110.640.5819.150.331.080 (0.004)
+Mep37.02 (0.74)1.93 (0.03)35.38 (0.79)23.76 (0.67)1.9 (0.64)0.960.640.6719.160.481.090 (0.001)
7T30.6 (2.61)1.79 (0.08)38.48 (1.35)28.96 (3.03)0.16 (0.01)1.280.900.7019.450.671.069 (0.004)
+Me30.49 (1.09)1.86 (0.09)38.95 (0.17)25.26 (1.33)3.44 (0.16)1.280.830.6516.40.561.037 (0.007)
+Mzx29.68 (0.61)1.74 (0.05)37.49 (0.9)30.8 (0.67)0.29 (0.12)1.261.040.8217.030.991.093 (0.005)
+Mep31.36 (0.27)1.78 (0.03)36.75 (0.64)28.35 (0.82)1.76 (0.17)1.170.90.7717.620.811.086 (0.001)
8C42.84 (0.11)2.3 (0.01)37.86 (1.1)15.92 (0.83)1.08 (0.21)0.880.370.4218.650.021.059 (0.022)
+Me40.86 (4.88)1.54 (0.06)39.06 (1.23)17.66 (5.77)2.88 (0.06)0.960.430.4526.550.021.055 (0.003)
+Mzx33.74 (1.48)1.66 (0.07)40.00 (1.18)24.44 (2.42)0.16 (0.01)1.190.720.6120.380.411.075 (0.005)
+Mep39.45 (0.87)1.78 (0.03)36.33 (0.66)20.52 (0.47)1.91 (0.45)0.920.520.5622.10.261.094 (0.000)
9H40.14 (3.79)1.73 (0.13)35.65 (2.07)21.43 (1.97)1.06 (0.12)0.890.530.623.240.311.098 (0.005)
+Me39.33 (1.06)1.73 (0.03)37.86 (1.18)18.86 (0.64)2.22 (0.12)0.960.480.522.750.131.081 (0.004)
+Mzx38.93 (2.61)1.9 (0.11)39.41 (1.61)17.92 (1.86)1.84 (0.18)1.010.460.4520.440.061.124 (0.004)
+Mep40.07 (2.23)2.01 (0.16)38.3 (3.38)18.34 (1.35)1.28 (0.31)0.960.460.4819.890.111.120 (0.001)
10Py38.59 (1.38)1.92 (0.12)37.44 (2.15)20.81 (2.96)1.24 (0.21) 0.970.540.5620.080.261.022 (0.0026)
+Me33.12(1.2)2.13 (0.1)43.3 (2.3)20.16 (1.81)1.29 (0.82)1.310.610.4715.570.11.049 (0.003)
+Mzx36.22 (1.25)2.02 (0.06)37.66 (1.19)22.15 (2.21)1.95 (0.22)1.040.610.5917.920.351.057 (0.004)
+Mep29.58 (1.48)1.62 (0.09)45.89 (3.2)22.81 (1.63)0.09 (0.01)1.550.770.5018.220.161.093 (0.001)
11K34.89 (0.42)1.97 (0.05)39.29 (1.36)23.22 (1.01)0.63 (0.17)1.130.670.5917.680.371.061 (0.009)
+Me32.19 (1.09)2.03 (0.09)39.61 (2.21)23.82 (1.8)2.34 (0.77)1.230.740.6015.850.441.048 (0.006)
+Mzx35.12 (0.55)2.12 (0.03)39.2 (2.48)21.7 (3.49)1.86 (0.65)1.120.620.5516.580.31.075 (0.005)
+Mep33.73 (0.52)2.10 (0.07)38.10 (0.67)23.88 (1.22)2.19 (0.21)1.130.710.6316.090.471.079 (0.000)
Table A5. Percentage element (molar) content with standard deviation in brackets, its ratios, ω, and E4/E6 ratio for humins untreated and saturated with pendimethalin and its two commercial products.
Table A5. Percentage element (molar) content with standard deviation in brackets, its ratios, ω, and E4/E6 ratio for humins untreated and saturated with pendimethalin and its two commercial products.
C (SD)N (SD)H (SD)O (SD)S (SD)H/CO/CO/HC/NωE4/E6 (SD)
1Ps41.26 (0.45)1.87 (0.02)38.32 (0.72)18.17 (0.98)0.38 (0.04)0.930.440.4722.040.091.016 (0.005)
+Pe32.57 (0.46)1.61 (0.05)31.46 (0.73)33.69 (1.56)0.67 (0.38)0.971.031.0720.191.251.083 (0.010)
+Stq35.41 (0.44)1.67 (0.06)33.63 (1.08)26.93 (1.58)2.36 (0.14)0.950.760.821.240.711.087 (0.001)
+Pfx34.64 (0.19)1.6 (0.01)31.51 (1.02)31.78 (1.13)0.47 (0.11)0.910.921.0121.691.061.056 (0.001)
3Z39.61 (1.15)2.12 (0.06)40.10 (1.89)17.93 (0.87)0.23 (0.03)1.010.450.4518.660.051.019 (0.003)
+Pe39.22 (1.12)2.23 (0.07)39.19 (2.17)19.26 (1.19)0.1 (0.01)1.000.490.4917.610.151.055 (0.007)
+Stq38.17 (0.92)2.14 (0.05)41.02 (1.17)18.32 (0.29)0.35 (0.29)1.070.480.4517.830.051.045 (0.001)
+Pfx40.79 (1.18)2.21 (0.11)36.52 (1.84)20.32 (0.84)0.15 (0.02)0.90.50.5618.430.261.058 (0.001)
6M38.98 (0.27)1.99 (0.05)38.00 (1.4)20.36 (1.58)0.67 (0.11)0.970.520.5419.620.221.0634 (0.016)
+Pe36.89 (1.38)1.93 (0.03)35.43 (0.58)23.87 (0.59)1.87 (0.16)0.960.650.6719.110.491.052 (0.018)
+Stq36.48 (0.61)1.77 (0.03)36.73 (1.55)22.63 (1.46)2.38 (0.2)1.010.620.6220.570.381.096 (0.001)
+Pfx35.57 (0.51)1.73 (0.04)35.54 (1.01)27.03 (0.56)0.13 (0.01)1.000.760.7620.580.671.059 (0.001)
7T30.6 (2.61)1.79 (0.08)38.48 (1.35)28.96 (3.03)0.16 (0.01)1.280.90.719.450.671.069 (0.004)
+Pe30.29 (0.95)1.75 (0.07)33.54 (1.68)32.15 (1.69)2.28 (0.67)1.111.060.9617.351.191.120 (0.033)
+Stq30.49 (0.64)1.63 (0.05)36.38 (1.08)30.64 (1.69)0.86 (0.13)1.191.000.8418.730.981.092 (0.000)
+Pfx29.2 (0.67)1.58 (0.05)38.18 (1.33)30.89 (1.96)0.15 (0.02)1.311.060.8118.50.971.092 (0.001)
8C42.84 (0.11)2.3 (0.01)37.86 (1.1)15.92 (0.83)1.08 (0.21)0.880.370.4218.650.021.059 (0.022)
+Pe37.99 (1.44)1.57 (0.06)34.27 (0.65)26.01 (0.91)0.16 (0.02)0.90.680.7624.130.591.060 (0.009)
+Stq36.89 (0.36)1.65 (0.02)37.86 (1.02)22.8 (1.42)0.8 (0.05)1.030.620.622.350.341.088 (0.001)
+Pfx39.21 (2.1)1.64 (0.01)35.43 (1.21)23.52 (1.35)0.2 (0.02)0.90.60.6623.910.421.088 (0.000)
9H40.14 (3.79)1.73 (0.13)35.65 (2.07)21.43 (1.97)1.060.890.530.623.240.311.098 (0.005)
+Pe38.41 (2.05)1.82 (0.06)35.76 (1.1)22.37 (1.41)1.64 (0.08)0.930.580.6321.050.381.134 (0.007)
+Stq38.53 (0.75)1.72 (0.03)39.66 (0.84)16.56 (1.72)3.53 (0.11)1.030.430.4222.35−0.041.153 (0.001)
+Pfx43.48 (1.71)1.82 (0.16)34.59 (1.28)17.18 (1.11)2.93 (0.54)0.80.40.523.830.121.122 (0.001)
10Py38.59 (1.38)1.92 (0.12)37.44 (2.15)20.81 (2.96)1.24 (0.21) 0.970.540.5620.080.261.022 (0.0026)
+Pe36.71 (1.48)1.97 (0.11)35.94 (3.62)20.8 (7.48)4.58 (2.43)0.980.570.5818.620.321.075 (0.012)
+Stq34.63 (0.41)1.73 (0.04)37.67 (0.51)23.24 (0.08)2.73 (0.34)1.090.670.6220.020.41.063 (0.001)
+Pfx36.67 (0.59)1.76 (0.05)34.44 (0.55)23.49 (0.15)3.64 (0.25)0.940.640.6820.790.491.073 (0.001)
11K34.89 (0.42)1.97 (0.05)39.29 (1.36)23.22 (1.01)0.63 (0.17)1.130.670.5917.680.371.061 (0.009)
+Pe33.4 (2.15)1.93 (0.12)35.86 (2.18)26.85 (4.21)1.96 (1.44)1.070.80.7517.290.711.069 (0.022)
+Stq29.47 (0.52)1.63 (0.03)43.04 (2.34)25.73 (2.0)0.13 (0)1.460.870.618.040.451.105 (0.001)
+Pfx32.33 (0.21)1.79 (0.03)34.22 (2.16)31.07 (2.14)0.59 (0.18)1.060.960.9118.111.031.085 (0.001)

References

  1. Carpio, M.J.; Rodríguez-Cruz, M.S.; Sánchez-Martín, M.J.; Marín-Benito, J.M. Pesticide Fate in Soils Under Different Agricultural Management Practices. In Pesticides in Soils: Occurrence, Fate, Control and Remediation; Rodríguez-Cruz, M.S., Sánchez-Martín, M.J., Eds.; Springer International Publishing: Cham, Switzerland, 2022; pp. 251–286. [Google Scholar] [CrossRef]
  2. Chaplain, V.; Mamy, L.; Vieublé Gonod, L.; Mougin, C.; Benoit, P.; Barriuso, E.; Nélieu, S. Fate of Pesticides in Soils: Toward an Integrated Approach of Influential Factors. In Pesticides in the Modern World—Risks and Benefits; IntechOpen: Rijeka, Croatia, 2011; pp. 535–560. [Google Scholar] [CrossRef]
  3. Senesi, N. Binding mechanisms of pesticides to soil humic substances. Sci. Total Environ. 1992, 123–124, 63–76. [Google Scholar] [CrossRef] [PubMed]
  4. Siek, M.; Paszko, T.; Jerzykiewicz, M.; Matysiak, J.; Wojcieszek, U. Mechanisms of Tebuconazole Adsorption in Profiles of Mineral Soils. Molecules 2021, 26, 4728. [Google Scholar] [CrossRef]
  5. Hsieh, T.-L.; Kao, M.-M. Adsorption of carbofuran on lateritic soils. J. Hazard. Mater. 1998, 58, 275–284. [Google Scholar] [CrossRef]
  6. Stevenson, F.J. Humus chemistry. In Genesis, Composition, Reactions, 2nd ed.; Wiley: New York, NY, USA, 1994. [Google Scholar]
  7. Swift, R.S. Organic matter characterization (chap 35). In Methods of Soil Analysis—Part 3: Chemical Methods; Sparks, D.L., Page, A.L., Helmke, P.A., Loeppert, R.H., Soltanpour, P.N., Tabatabai, M.A., Johnston, C.T., Sumner, M.E., Eds.; Soil Science Society of America Book Series; Soil Science Society of America: Madison, WI, USA, 1996; pp. 1011–1069. [Google Scholar]
  8. De Nobili, M.; Bravo, C.; Chen, Y. The spontaneous secondary synthesis of soil organic matter components: Acritical examination of the soil continuum model theory. Appl. Soil Ecol. 2020, 154, 103655. [Google Scholar] [CrossRef]
  9. Hayes, M.H.B.; Swift, R.S. Vindication of Humic Substances as a Key Component of Organic Matter in Soil and Water. Adv. Agron. 2020, 163, 1–37. [Google Scholar] [CrossRef]
  10. Song, G.; Simpson, A.J.; Hayes, M.H.B. Compositional changes in the humin fraction resulting from the long-term cultivation of an Irish grassland soil: Evidence from FTIR and multi-NMR spectroscopies. Sci. Total Environ. 2023, 880, 163280. [Google Scholar] [CrossRef]
  11. Leita, L.; De Nobili, M.; Catalano, L.; Moria, A.; Fonda, E.; Vlaic, G. Complexation of iron-cyanide by humic substances. In Understanding and Managing Organic Matter in Soils, Sediments, and Waters; Swift, R.S., Spark, K.M., Eds.; International Humic Substances Society, Hyde Park Press: Adelaide, Australia, 2001; pp. 477–482. [Google Scholar]
  12. Chianese, S.; Fenti, A.; Iovino, P.; Musmarra, D.; Salvestrini, S. Sorption of Organic Pollutants by Humic Acids: A Review. Molecules 2020, 25, 918. [Google Scholar] [CrossRef]
  13. Spark, K.M.; Swift, R.S. Effect of soil composition and dissolved organic matter on pesticide sorption. Sci. Total Environ. 2002, 298, 147–161. [Google Scholar] [CrossRef]
  14. Hesketh, N.; Jones, M.N.; Tipping, E. The interaction of some pesticides and herbicides with humic substances. Anal. Chim. Acta 1996, 327, 191–201. [Google Scholar] [CrossRef]
  15. Haberhauer, G.; Pfeiffer, L.; Gerzabek, M.H.; Kirchmann, H.; Aquino, A.J.A.; Tunega, D.; Lischka, H. Response of sorption processes of MCPA to the amount and origin of organic matter in a long-term field experiment. Eur. J. Soil Sci. 2001, 52, 279–286. [Google Scholar] [CrossRef]
  16. Novotny, E.H.; Turetta, A.P.D.; Resende, M.F.; Rebello, C.M. The quality of soil organic matter, accessed by 13C solid state nuclear magnetic resonance, is just as important as its content concerning pesticide sorption. Environ. Pollut. 2020, 266, 115298. [Google Scholar] [CrossRef] [PubMed]
  17. Alister, C.; Araya, M.; Cordova, A.; Saavedra, J.; Kogan, M. Humic Substances and their Relation to Pesticide Sorption in Eight Volcanic Soils. Planta Daninha 2020, 38, e020171636. [Google Scholar] [CrossRef]
  18. Helal, A.-A.; Imam, D.M.; Khalifa, S.; Aly, H. Interaction of pesticides with humic compounds and their metal complexes. Radiochemistry 2006, 48, 419–425. [Google Scholar] [CrossRef]
  19. Iglesias, A.; López, R.; Gondar, D.; Antelo, J.; Fiol, S.; Arce, F. Effect of pH and ionic strength on the binding of paraquat and MCPA by soil fulvic and humic acids. Chemosphere 2009, 76, 107–113. [Google Scholar] [CrossRef]
  20. Senesi, N.; Loffredo, E.; D’Orazio, V.; Brunetti, G.; Miano, T.M.; La Cava, P. Adsorption of Pesticides by Humic Acids from Organic Amendments and Soils. In Humic Substances and Chemical Contaminants; ASA, CSSA, and SSSA Books: Madison, WI, USA, 2001; pp. 129–153. [Google Scholar] [CrossRef]
  21. Hayes, M.H.B.; Mylotte, R.; Swift, R.S. Chapter Two—Humin: Its Composition and Importance in Soil Organic Matter. Adv. Agron. 2017, 143, 47–138. [Google Scholar] [CrossRef]
  22. Weber, J.; Jamroz, E.; Kocowicz, A.; Debicka, M.; Bekier, J.; Ćwieląg-Piasecka, I.; Ukalska-Jaruga, A.; Mielnik, L.; Bejger, R.; Jerzykiewicz, M. Optimized isolation method of humin fraction from mineral soil material. Environ. Geochem. Health 2022, 44, 1289–1298. [Google Scholar] [CrossRef] [PubMed]
  23. Lipczynska-Kochany, E. Humic substances, their microbial interactions and effects on biological transformations of organic pollutants in water and soil: A review. Chemosphere 2018, 202, 420–437. [Google Scholar] [CrossRef]
  24. Ukalska-Jaruga, A.; Bejger, R.; Smreczak, B.; Weber, J.; Mielnik, L.; Jerzykiewicz, M.; Ćwieląg-Piasecka, I.; Jamroz, E.; Debicka, M.; Kocowicz, A.; et al. The Interaction of Pesticides with Humin Fractions and Their Potential Impact on Non-Extractable Residue Formation. Molecules 2023, 28, 7146. [Google Scholar] [CrossRef]
  25. Pignatello, J. Dynamic interactions of natural organic matter and organic compounds. J. Soils Sediments 2012, 12, 1241–1256. [Google Scholar] [CrossRef]
  26. Test No. 106: Adsorption—Desorption Using a Batch Equilibrium Method, 2000.OECD Guidelines for the Testing of Chemicals, Section 1. OECD. Available online: https://www.oecd.org/en/publications/test-no-106-adsorption-desorption-using-a-batch-equilibrium-method_9789264069602-en.html (accessed on 19 February 2025).
  27. Tan, K.H. Humic Matter in Soil and the Environment: Principles and Controversies, 2nd ed.; CRC Press, Taylor and Francis Group: Boca Raton, FL, USA, 2014. [Google Scholar]
  28. Weber, J.; Jerzykiewicz, M.; Ukalska-Jaruga, A.; Ćwieląg-Piasecka, I.; Jamroz, E.; Kocowicz, A.; Debicka, M.; Bekier, J.; Mielnik, L.; Bejger, R.; et al. Properties of humin isolated from Polish arable soils: The most recalcitrant fraction of soil organic matter that prevent soil degradation. Land Degrad. Dev. 2024, 35, 2425–2436. [Google Scholar] [CrossRef]
  29. Stevenson, F.J. Role and Function of Humus in Soil with Emphasis on Adsorption of Herbicides and Chelation of Micronutrients. BioScience 1972, 22, 643–650. [Google Scholar] [CrossRef]
  30. Crosby, D.G. Nonbiological degradation of herbicides in the soil. In Herbicides: Physiology, Biochemistry, and Ecology; Academic Press: New York, NY, USA, 1976; pp. 65–97. [Google Scholar]
  31. Senesi, N.; Testini, C. Spectroscopic investigation of electron donor-acceptor processes involving organic free radicals in the adsorption of substituted urea herbicides by humic acids. Pestic. Sci. 1983, 14, 79–89. [Google Scholar] [CrossRef]
  32. Zhang, C.; Katayama, A. Humin as an Electron Mediator for Microbial Reductive Dehalogenation. Environ. Sci. Technol. 2013, 46, 6575–6583. [Google Scholar] [CrossRef] [PubMed]
  33. Dutta, A.; Mandal, A.; Manna, S.; Singh, S.B.; Berns, A.E.; Singh, N. Effect of organic carbon chemistry on sorption of atrazine and metsulfuron-methyl as determined by 13C-NMR and IR spectroscopy. Environ. Monit. Assess. 2015, 87, 620. [Google Scholar] [CrossRef] [PubMed]
  34. Chen, Y.; Senesi, N.; Schnitzer, M. Information Provided on Humic Substances by E4/E6 Ratios. S Soil. Soil Sci. Soc. Am. J. 1977, 41, 352–358. [Google Scholar] [CrossRef]
  35. Jerzykiewicz, M.; Drozd, J.; Jezierski, A. Organic radicals and paramagnetic metal complexes in municipal solid waste composts. An EPR and chemical study. Chemosphere 1999, 39, 253–268. [Google Scholar] [CrossRef]
  36. Jezierski, A.; Czechowski, F.; Jerzykiewicz, M.; Chen, Y.; Drozd, J. Electron paramagnetic resonance (EPR) studies on stable and transient radicals in humic acids from compost, soil, peat and brown coal. Spectrochim Acta A Mol. Biomol. Spectrosc. 2000, 56, 379–385. [Google Scholar] [CrossRef]
  37. Gerson, F.; Huber, W. Electron Spin Resonance Spectroscopy of Organic Radicals; Wiley-VCH Verlag GmbH & Co. KGaA: Weinheim, Germany, 2001; pp. 10–36. [Google Scholar]
  38. Haider, K.; Haider, M.R.; Neha, K.; Yar, M.S. Free radical scavengers: An overview on heterocyclic advances and medicinal prospects. Eur. J. Med. Chem. 2020, 204, 112607. [Google Scholar] [CrossRef]
  39. Xu, J.; Dai, Y.; Shi, Y.; Zhao, S.; Tiana, H.; Zhu, K.; Jia, H. Mechanism of Cr(VI) reduction by humin: Role of environmentally persistent free radicals and reactive oxygen species. Sci. Total Environ. 2020, 725, 138413. [Google Scholar] [CrossRef]
  40. Senesi, N.; Testini, C.; Miano, T.M. Interaction mechanisms between humic acids of different origin and nature and electron donor herbicides: A comparative IR and ESR study. Org Geochem. 1987, 11, 25–30. [Google Scholar] [CrossRef]
  41. Ćwieląg-Piasecka, I.; Witwicki, M.; Jerzykiewicz, M.; Jezierska, J. Can Carbamates Undergo Radical Oxidation in the Soil Environment? A Case Study on Carbaryl and Carbofuran. Environ Sci Technol. 2017, 51, 14124–14134. [Google Scholar] [CrossRef] [PubMed]
  42. Bollag, J.-M.; Loll, M.J. Incorporation of xenobiotics into soil humus. Experientia 1983, 39, 1221–1231. [Google Scholar] [CrossRef] [PubMed]
  43. Armstrong, D.E.; Chesters, G.; Harris, R.F. Atrazine Hydrolysis in Soil. Soil Sci. Soc. Am. J. 1967, 31, 61–66. [Google Scholar] [CrossRef]
  44. Pham, D.M.; Kasai, T.; Yamaura, M.; Katayama, A. Humin: No longer inactive natural organic matter. Chemosphere 2021, 269, 128697. [Google Scholar] [CrossRef] [PubMed]
Figure 1. CP MAS 13C NMR spectra of humin 3Z and 3Z saturated with active substances Fl, Me, and Pe.
Figure 1. CP MAS 13C NMR spectra of humin 3Z and 3Z saturated with active substances Fl, Me, and Pe.
Sustainability 17 03449 g001
Figure 2. FTIR spectra of humin 6M and 6M saturated with active substance Me and its commercial products (Mzx, Mep).
Figure 2. FTIR spectra of humin 6M and 6M saturated with active substance Me and its commercial products (Mzx, Mep).
Sustainability 17 03449 g002
Figure 3. Radical concentrations of untreated humin and humin saturated with active substances of herbicides.
Figure 3. Radical concentrations of untreated humin and humin saturated with active substances of herbicides.
Sustainability 17 03449 g003
Table 1. Information about selected herbicides used in the experiments.
Table 1. Information about selected herbicides used in the experiments.
Active HerbicideFormulaCommercial Product
Flufenacet (Fl)
CAS 142459-58-3
Sustainability 17 03449 i001Fluent—500SC (Flt)
Cevino–500SC (Cen)
IUPAC: N-(4-fluorophenyl)-N-propan-2-yl-2-[[5-(trifluoromethyl)-1,3,4-thiadiazol-2yl]oxy]acetamide
Metazachlor (Me)
CAS 67129-08-2
Sustainability 17 03449 i002Metazanex–500SC (Mzx)
Metozop–500SC (Mep)
IUPAC: 2-chloro-N-(2,6-dimethylphenyl)-N-[(1H-pyrazol-1-yl)methyl]acetamide
Pendimethalin (Pe)
CAS 40487-42-1
Sustainability 17 03449 i003StompAqua–455SC (Stq) Penfox–330EC (Pfx)
IUPAC: 3,4-Dimethyl-2,6-dinitro-N-(pentan-3-yl)aniline
Table 2. The O/C atomic ratio calculated for humin untreated and saturated with all the investigated pesticides.
Table 2. The O/C atomic ratio calculated for humin untreated and saturated with all the investigated pesticides.
Sample1Ps3Z6M7T8C9H10Py11K
Untreated0.440.450.520.900.370.530.540.67
+Me0.950.430.550.830.430.480.610.74
+Mzx0.820.420.641.040.720.460.610.62
+Mep0.880.480.640.900.520.460.770.71
+Fl1.110.520.741.060.580.600.670.72
+Flt0.670.510.720.950.570.510.670.78
+Cen0.850.470.681.030.580.500.680.69
+Pe1.030.490.651.060.680.580.570.80
+Stq0.760.480.621.000.620.430.670.87
+Ptx0.920.500.761.060.600.390.640.96
Table 3. Integral areas calculated from 13C CP MAS NMR spectra of untreated humin and humin saturated with active substances of investigated herbicides.
Table 3. Integral areas calculated from 13C CP MAS NMR spectra of untreated humin and humin saturated with active substances of investigated herbicides.
Range of Integrated Area [ppm]
Sample-COOHC(Ar)-O/NC(Aromatic)O-C-OCH-OH-OCH3-CH3
167–188149–167116–151102–11674–9157–7318–57
1Ps7.78.536.17.611.28.817.3
1Ps + Fl8.78.332.05.49.07.522.1
1Ps + Me10.08.730.95.48.87.320.4
1Ps + Pe10.19.933.15.47.26.423.2
3Z9.96.538.35.98.57.721.8
3Z + Fl12.28.732.73.87.76.618.7
3Z + Me10.18.131.36.49.38.419.6
3Z + Pe11.78.629.85.58.67.518.6
6M10.69.232.54.811.48.219.8
6M + Fl9.87.723.64.27.36.517.8
6M + Me7.87.931.07.811.79.316.8
6M + Pe10.69.531.04.59.87.719.4
7T9.78.532.46.215.69.819.1
7T + Fl8.97.428.07.013.19.219.9
7T + Me13.97.329.62.810.27.921.1
7T + Pe9.58.327.76.712.79.217.3
8C12.89.641.43.59.27.217.8
8C + Fl7.88.432.26.610.18.216.5
8C + Me9.49.832.55.39.77.516.4
8C + Pe7.39.135.35.89.57.917.1
9H13.39.552.42.66.85.016.1
9H + Fl11.08.239.25.37.56.215.4
9H + Me21.65.935.21.75.92.526.0
9H + Pe13.010.935.50.55.24.318.2
10Py6.67.734.98.414.29.615.6
10Py + Fl9.18.731.55.911.18.117.4
10Py + Me10.310.030.67.311.37.713.1
10Py + Pe10.59.229.15.710.78.018.5
11K11.18.729.35.615.19.819.9
11K + Fl9.58.428.96.413.29.016.9
11K + Me11.99.228.65.011.98.216.2
11K + Pe16.69.429.10.210.86.521.3
Table 4. Integral areas [%] calculated from absorbance FTIR spectra of humin and humin saturated with investigated herbicides.
Table 4. Integral areas [%] calculated from absorbance FTIR spectra of humin and humin saturated with investigated herbicides.
SampleRange of Integrated Areas [cm−1]
-C-O; -OH (COOH)(Ar)C=C-C=O (COOH)sCH2asCH2
1190–13001570–16771677–18002796–28502877–2985
1Ps5.228.605.581.074.03
1Ps + Fl3.956.623.610.542.59
1Ps + Me3.516.404.321.023.40
1Ps + Pe3.747.324.180.371.79
3Z6.729.176.641.163.87
3Z + Fl5.218.056.141.314.31
3Z + Me5.978.515.961.243.96
3Z + Pe5.437.896.211.304.08
6M4.808.475.080.543.10
6M + Fl4.527.814.831.033.71
6M + Me4.387.454.400.693.06
6M + Pe2.216.893.910.923.35
7T3.646.863.820.763.12
7T + Fl4.027.814.260.472.11
7T + Me3.446.613.960.893.36
7T + Pe4.077.464.590.943.64
8C6.329.046.111.033.67
8C + Fl4.747.914.620.782.79
8C + Me4.627.634.491.073.85
8C + Pe5.078.925.420.662.56
9H4.988.685.750.722.73
9H + Fl4.698.205.630.792.90
9H + Me4.617.825.151.213.63
9H + Pe3.368.575.910.392.49
10Py3.126.233.200.953.02
10Py + Fl3.536.793.450.261.99
10Py + Me2.996.093.630.792.89
10Py + Pe3.647.054.320.442.61
11K4.778.204.920.963.79
11K + Fl4.387.484.520.552.87
11K + Me3.346.443.520.893.31
11K + Pe4.327.584.480.563.02
Table 5. Radical concentrations (RCs) with standard deviation in brackets of untreated humin and humin treated with herbicides and its commercial products.
Table 5. Radical concentrations (RCs) with standard deviation in brackets of untreated humin and humin treated with herbicides and its commercial products.
HuminRadical Concentration (SD) [×1016spin/g]
1Ps3Z6M7T8C9H10Py11K
Untreated8.32 (0.42)9.14 (0.50)12.45 (0.2)12.17 (0.3)11.67 (0.3)21.3 (0.5)7.59 (0.3)16.18 (0.5)
+Me4.54 (0.11)4.16 (0.2)3.59 (0.3)3.96 (0.2)5.48 (0.6)13.07 (0.2)2.19 (0.7)3.27 (0.2)
+Mzx2.46 (0.11)5.25 (0.13)4.44 (0.2)4.36 (0.1)4.24 (0.33)18.7 (0.1)1.43 (0.5)4.05 (0.11)
+Mep3.72 (0.05)3.53 (0.12)5.34 (0.11)3.09 (0.15)4.96 (0.4)10.57 (0.7)2.17 (0.2)2.84 (0.22)
+Fl3.82 (0.2)5.99 (0.22)3.49 (0.12)3.24 (0.1)3.69 (0.2)17.28 (0.2)3.74 (0.2)3.43 (0.3)
+Flt5.17 (0.09)5.38 (0.2)4.71 (0.3)3.74 (0.4)7.7 (0.1)15.44 (0.1)3.07 (0.1)3.14 (0.4)
+Cen4.88 (0.11)3.71 (0.14)4.59 (0.4)4.38 (0.2)5.29 (0.2)12.64 (0.2)3.00 (0.4)3.39 (0.4)
+Pe4.77 (0.03)4.77 (0.15)4.64 (0.2)6.61 (0.2)6.99 (0.22)15.29 (0.4)3.01 (0.3)3.56 (0.10)
+Stq5.36 (0.04)5.96 (0.22)3.71 (0.2)3.68 (0.5)5.13 (0.14)14.77 (0.6)2.69 (0.103.26 (0.2)
+Ptx5.80 (0.1)5.86 (0.2)4.99 (0.2)6.00 (0.4)6.62 (0.13)17.25 (0.1)4.16 (0.02)3.60 (0.08)
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Jerzykiewicz, M.; Ćwieląg-Piasecka, I.; Weber, J.; Ukalska-Jaruga, A.; Jamroz, E.; Kocowicz, A.; Debicka, M.; Bekier, J.; Mielnik, L.; Bejger, R.; et al. The Significance of Herbicide–Humin Interactions in Sustainable Agroecosystems. Sustainability 2025, 17, 3449. https://doi.org/10.3390/su17083449

AMA Style

Jerzykiewicz M, Ćwieląg-Piasecka I, Weber J, Ukalska-Jaruga A, Jamroz E, Kocowicz A, Debicka M, Bekier J, Mielnik L, Bejger R, et al. The Significance of Herbicide–Humin Interactions in Sustainable Agroecosystems. Sustainability. 2025; 17(8):3449. https://doi.org/10.3390/su17083449

Chicago/Turabian Style

Jerzykiewicz, Maria, Irmina Ćwieląg-Piasecka, Jerzy Weber, Aleksandra Ukalska-Jaruga, Elżbieta Jamroz, Andrzej Kocowicz, Magdalena Debicka, Jakub Bekier, Lilla Mielnik, Romualda Bejger, and et al. 2025. "The Significance of Herbicide–Humin Interactions in Sustainable Agroecosystems" Sustainability 17, no. 8: 3449. https://doi.org/10.3390/su17083449

APA Style

Jerzykiewicz, M., Ćwieląg-Piasecka, I., Weber, J., Ukalska-Jaruga, A., Jamroz, E., Kocowicz, A., Debicka, M., Bekier, J., Mielnik, L., Bejger, R., Banach-Szott, M., & Grabusiewicz, A. (2025). The Significance of Herbicide–Humin Interactions in Sustainable Agroecosystems. Sustainability, 17(8), 3449. https://doi.org/10.3390/su17083449

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop