1. Introduction
An analysis of trends in the development of agro-industrial production in Ukraine and developed capitalist countries shows that the growth of energy and material costs for the production of plant products surpasses the growth of productivity. Therefore, scientific research related to the development of the latest energy-resource-saving technologies that facilitate increases in the productivity of plant biosystems shows great promise.
The sowing quality of seeds largely determines the yield of vegetable crops. Moreover, the need to have an insurance fund of seeds for a number of crops, a decrease in the sowing quality of seeds during storage, especially under non-optimal conditions, and the lack of a single effective system for monitoring the quality of the supplied seed material lead to decreases in the quality indicators of seeds. This in turn often leads to the insufficiently rational use of areas around vegetable crops, an increase in the costs involved in their cultivation, and a shortfall in yield. Therefore, various methods for the pre-sowing stimulation of seeds have been employed, which, in addition, have a stimulating effect not only on germination processes but also on the growth and development of plants and thereby facilitate an increase in the yield of vegetable crops. One of the most effective methods for the pre-sowing stimulation of seeds is laser irradiation, in particular, pulsed irradiation. However, existing recommendations are largely based on empirical data that are random in nature and do not have sufficient theoretical justification, which significantly hinders their widespread implementation. In addition, the relatively high cost of universal laser equipment and the seasonality of its use for pre-sowing seed irradiation prevents its use in agricultural production, especially for small farms (farm, individual, and household plots), for which it is most needed due to the inability to exercise sufficient control over purchased seeds. Therefore, the search for and justification of the most effective technological modes of irradiation of vegetable crop seeds using information on the initial quality indicators of seeds and the development of technological means for irradiating seeds of various crops, varieties, and initial quality for the conditions of various farms is one of the promising areas for increasing the efficiency of the pulsed laser stimulation of seeds and increasing the efficiency of plant growth in general. This task is effectively solved by stimulating the phytochrome system of seeds when they are subjected to pulsed laser irradiation using data on their initial sowing quality and data on the type and variety of stimulated seeds using special attachments to universal units and specialized irradiation units with microprocessor control systems for irradiation parameters. Therefore, a study of the dependence of the sowing quality of seeds on the parameters of irradiation modes, their influences on plant development, and the development of microprocessor control means and technical means for implementing optimal modes is one of the most promising ways to increase the efficiency of the pre-sowing pulsed laser irradiation of seeds.
However, the relatively high cost of the equipment required and the lack of recommendations on the parameters of seed processing prevent its use in agricultural production, especially for small farms. Therefore, in the search for and justification of the most effective technological regimes for the pre-sowing processing of sunflower seeds using information about the initial qualitative indicators of said seeds, the development of technical means for its implementation is relevant.
2. Analysis of Methods for Pre-Seed Stimulation with Various Physical Factors Involved
The analysis of recent studies indicates the existence of photostimulation-induced germination, based on signs of the selectivity of the action of laser radiation in the optical range. This process is induced by a cascade of transformations under the influence of an external signal and a suitable receptor (primarily a phytochrome) that triggers, with the help of a hormone-type substance, the activation of seeds and plant development [
1].
Under high-intensity laser radiation, thermal effects will be exerted [
2]. The majority of researchers also agree on the timing between processing and sowing. It is believed that processing should precede sowing by 10–15 days for oilseeds and by 10–20 days for grain crops. This timing is related to the fact that photochemical reactions take a specified amount of time to occur [
3].
Most researchers believe that the main mechanism of action of optical (including laser) radiation on seeds is the activation of the phytochrome system; therefore, for the laser stimulation of seed germination, lasers emitting in the KS range are primarily used. However, there have been reports on the use of lasers emitting in other ranges for this purpose; in this case, the effect of laser irradiation is most likely manifested at the molecular level, the study of which continues. Under high-intensity laser radiation, the effect of thermal action is undoubtedly exerted. However, it is difficult to agree with the hypothesis that the main effect of laser radiation is manifested in the local heating of the object and has the nature of a thermal effect [
4,
5] as irradiation effects can occur even at very low energy densities [
6,
7]. Therefore, hypotheses involving many factors have become widespread, with mechanisms related to the activity of the phytochrome system being of primary importance [
8,
9]. Based on the selectivity of the effect, it can be concluded that the photostimulation of germination is caused by a cascade of transformations initiated by the perception of an external signal by the corresponding receptor (primarily a phytochrome) and the initiation of the processes of germination and plant development with the help of substances such as hormones [
10,
11,
12,
13,
14].
In recent years, many works have appeared that are devoted to the study of the actions of phytochromes under various conditions, deciphering the structures of phytochromes; the roles of their various forms; ecological, agronomic, and evolutionary aspects of their mechanisms of action, etc. [
15,
16,
17,
18,
19,
20,
21]; however, the explanation of the variety of light-dependent reactions and the mechanisms of action at the cellular and molecular levels is still not complete. Nevertheless, the connection of the photosensitivity of seeds with the phytochrome system is considered an indisputable fact, and it was established that the function of phytochrome in seed germination is similar to its functions in other processes of morphogenesis [
19,
20,
21,
22,
23], despite the fact that at least three photoreceptor systems are present in seeds [
17,
22]. Phytochromes can stimulate or suppress seed germination, which depends on the type of seeds and the activity of other endogenous growth regulators. The presence of different forms of phytochromes at various stages of plant development was established; in particular, it was determined that the main role in germination is played by phytochrome B, and at subsequent stages of seedling and plant development, the role of phytochrome A increases [
23,
24,
25,
26].
Most researchers believe that Fdk plays the determining role in the germination of seeds and their exit from dormancy after the action of light by promoting the synthesis of gibberellins and cytokinins [
25,
27,
28,
29]. At the same time, it is assumed that the active form of phytochrome is involved in the direct transport through cellular and subcellular membranes of important metabolites that trigger the synthesis of hormones that regulate germination [
15,
22,
30]. It has been established that the effect of light exposure depends on the duration of illumination, its periodicity, and illumination levels, which is also related to the properties of the phytochrome system [
15,
27,
28,
30].
Thus, for cultivated plants, it is important to correctly determine the time of sowing and the correct choice of stimulating effects on seeds. Most researchers have reached a consensus on the issue of the period between treatment and sowing. It is believed that treatment should precede sowing by 5–7 days for vegetable crops and by 10–20 days for grain crops, which is primarily associated with the need for physiological processes triggered by the treatment to have occurred by the time of sowing [
10,
12,
31,
32].
Low-power lasers, both solid-state and gas, are primarily used as primary sources of light energy, and the latter such lasers, primarily helium–neon lasers, are considered by many researchers to be the most promising [
11,
33]. Both universal laser devices and specialized ones, such as LOVO-1 [
11], have been used in research. In such studies, both continuous irradiation of seeds [
5,
11,
34,
35], including repeated [
36,
37] and pulsed irradiation [
11,
38], are employed. It should be noted that the use of pulsed irradiation significantly reduces the required irradiation time (by 5–10 times) while maintaining the same source power or even decreasing it (i.e., with a significant, up to two orders of magnitude, decrease in the total irradiation dose). This is also typical when using other sources of optical radiation [
10,
39], however, and is most likely associated with the nature of the response reactions of the phytochrome system [
11,
13,
40]. To perform pulsed irradiation, methods such as interrupting the beam with an opaque disk with slits (obturator) and using rotating prisms and mirrors have been employed. It should be noted that there is a wide range of radiation powers, durations, and corresponding doses. Thus, a number of researchers recommend a power density for irradiating vegetable seeds ranging from 0.1 to 20 mW/cm
2 or greater at doses from 5 to 10 to 1 J/cm
2 [
10,
11,
12,
41]. Without excluding the possibility of thermal effects (even negative ones) on seeds, it is obvious that the above-mentioned phenomenon of saturation during laser irradiation should be attributed to such a large spread of mode parameters [
4]; however, it should be noted from an economic point of view that the optimal modes are those corresponding to the output of the “dose–effect” curve to saturation [
4,
39]. It should also be noted that when analyzing the large amounts of accumulated experimental data on the methods used for the laser irradiation of seeds before sowing, it is clear that in most cases that the parameters of the methods are selected from a limited number of experiments, and the variation in the parameters has a rather random nature or is even based on the available hardware capabilities [
10,
11,
42]. In many cases, indicators such as crop yield, the seed productivity of fruits, soil germination, the plant development rate, etc., are chosen as criteria for the effectiveness of such methods [
10,
11,
43], which (with the exception of cases of growing plants in completely controlled conditions, for example, in protected soil), due to their dependence on a large number of simultaneously and sequentially acting agroclimatic factors, can only be assessed in comparable variants and cannot serve to justify the irradiation methods. The fact that under different agroclimatic conditions, the same sowing qualities of seeds (laboratory germination and germination energy) can have completely different effects on the mentioned indicators must be kept in mind [
13,
31,
44].
Most researchers consider the activation of the phytochrome system as the main mechanism of action of optical (and also laser) radiation on seeds; therefore, for the laser stimulation of seed germination, lasers emitting in the CS range are primarily used. Under high-intensity laser radiation, there are also thermal effects. Based on the selectivity of the action, it can be concluded that the photostimulation of germination is caused by a cascade of transformations initiated by the promotion of an external signal by the appropriate receptor (primarily a phytochrome) and triggered by germination and plant development-related hormone-type substances.
Figure 1 shows the established methods of seed activation and plant growth.
In addition, the optimality of the recommended modes comes into question when the same modes are applied to seeds not only with different germination rates (due to various factors, including storage conditions) within the same variety but especially for different varieties of the same crop and even for different crops [
10,
11,
33]; in comparison, general biological considerations and experimental data indicate the need to find specific methods for them [
13,
37]. Thus, without discarding existing experience in the field of laser pre-sowing irradiation methods for vegetable seeds, critically comprehending it and continuing research are necessary, primarily in the direction of finding optimal methods for different crops, varieties, and initial indicators of seed germination.
The aim of this study was to improve the sowing qualities of sunflower seeds based on the use of laser optical radiation.
This study involves the use of theoretical and experimental research methods. Theoretical studies are based on experimental planning methods and statistical data processing methods. When building and studying the model of the influence of radiant energy on the mechanisms of regulation and stimulation of seed germination, methods of operational calculation and methods of solving differential equations were used.
3. Materials and Methods
Based on previous theoretical and experimental studies, the following main results were obtained: due to the dependence of germination and, in this case, the germination of sunflower seeds on the technical parameters of pre-sowing pulse laser irradiation, it is possible to propose new parameters for such technology for vegetable seeds that can effectively shorten the irradiation time and increase productivity and stimulation effects.
In this paper, we propose a method for setting the process parameters for the pre-sowing pulsed laser irradiation of vegetable seeds based on the initial sowing quality, which made it possible to develop suitable technical means for the pre-sowing pulsed laser irradiation of sunflower seeds.
Considering the various methods of action on oil crop seeds, it is advisable to conduct an analytical comparison of the advantages and disadvantages of individual methods in order to determine the most promising methods for use in agricultural production practices [
4].
Therefore, it is advisable to consider the main features of those that can be used for oilseeds and to determine the most effective methods for further use and research. The analysis was mainly performed on physical methods of action [
5] since the study of chemical methods is beyond the scope of this work; therefore, only the most promising methods are provided for comparison. The theoretical analysis was carried out according to indicators such as the cost of materials and energy; the complexity of the equipment and the need for highly qualified personnel; the duration of processing; the need for dosage accuracy due to the possible negative effect of overdose; the possibility of seed damage during processing [
6]; the presence of a harmful effect on service personnel; the identification of biological mechanisms underlying the effect of this action; and the suitability of the method for its automation and the extent of the studied process. The number of indicators includes, in particular, factors such as the clarity of the mechanism of action, which makes it possible to choose treatment modes consciously and not only empirically since the empirical choice of modes can, in some cases, be random, lack reproducibility, and may be far from optimal [
7,
8].
Of course, the fact that plant seeds, especially in the process of growth and germination, are a complex system on which the action of a stimulating factor is always complex and complicated must be taken into account. The identification of mechanisms of influence is of great scientific and practical importance [
9]. In this regard, the key mechanisms of similarity activation for a number of factors, in particular, when using magnetic fields [
10], currents [
11], gamma radiation, and others, have not yet been fully determined, which restrains their wider application in particular [
12].
From the analysis, it can be seen that the most promising processing methods are those that use electromagnetic fields to stimulate similarities, in particular using laser radiation sources and electromagnetic fields in the microwave range [
13,
14,
31]. In addition, it should be taken into account that for laser radiation, in contrast to, for example, gamma radiation, the form of the “dose–effect (i.e., seed germination)–dose” curve for laser radiation has the form of a saturation curve, which eliminates the danger of overdose, unlike, for example, gamma radiation, for which the curve is bell-shaped, as shown in
Figure 2 [
32,
45].
Taking into account the fact that when using these stimulation methods with fixed devices, these devices will only work for a limited period of the year (before sowing seeds in the soil), it makes more sense to use laser equipment, which has great versatility and can be used for other economic purposes and, ultimately, also makes seed processing cheaper.
The use of laser radiation also has the advantage of ensuring people’s personal safety when creating cheap, specialized, low-productivity devices for homesteads and small farms and reduces costs when using industrially produced low-power laser emitters [
33,
34,
35,
36].
In order to assess the dependence of the PYAN on the parameters of pulsed pre-sowing irradiation regimes in the form of a regression equation, it is advisable to conduct a second-order full factorial experiment using the theory of experimental planning in the following stages [
40,
42]:
Determination of controlled and uncontrolled factors;
Determination of the optimal type of experimental plan;
Construction of an experimental plan with the determination of the boundaries of variation in factors;
Conducting experimental research;
Calculation of the coefficients of regression equations;
Determination of significant coefficients in regression equations;
Checking the adequacy of the obtained model.
The experiment resulted in the following factors being selected:
—the number of days from exposure to the beginning of the determination of PN, days;
—number of pulses, pcs.;
—energy density, mW/cm2.
The definition of the PYAN was determined based on the percentage of similar seeds in the laboratory [
43].
For each factor, coding was performed for given intervals of variation, zero levels.
where
is the coded value of the factor (1, −1, 0);
—the natural value of the factor at some level;
—the natural value of the factor at the zero level;
—the variation interval.
Each factor varies on two levels: upper (+) and lower (−) (
Table 1).
The second-order model is defined by the following expression:
The regression coefficients of each factor based on the conducted experiments are calculated according to the following formula:
The error of the experiment is calculated according to the following formula:
where
is the error of the experiment, which is equal to
—the number of experiments in the center of the plan.
The variances in the regression coefficients are calculated as follows:
The calculated values of Student’s criterion are determined by
Under the condition of the significance of the coefficients,
The adequacy variance for Fisher’s test is calculated as follows:
The estimated value of Fisher’s test is determined by
Under the condition of adequacy,
For a mathematical model of the species, the following equation is used:
Plan matrices have the following form:
Reproducibility variances are determined using the Cochrane criterion
Gp = 0.251 < 0.499 on the basis of which it can be said that the reproducibility of experiments is good.
Polynomial regression coefficients are determined using Student’s criterion.
According to Student’s criterion, tp = 1.746. Thus, the coefficient is insignificant and not present in the model.
The equation of the surface of the second order has the following form:
To determine the adequacy of the model, let us compare the critical and calculated values of the Fisher criterion:
Thus, a nonlinear model was obtained that is adequate to the experimental data, that is, it can be used when constructing the region of the optimum and determining the coordinates of the optimum.
The decoded nonlinear model takes the following form:
Consider the possible two-dimensional values that have the greatest practical significance.
- (1)
A two-dimensional section of the response surface is characterized as follows: at ;
The response surface represents an ellipsoidal depression, a minimum.
Graphs and level lines are presented in
Figure 3.
- (2)
The two-dimensional section of the response surface, which characterizes the response at is calculated as follows:
The response surface represents a circular depression, a minimum.
Graphs and level lines are presented in
Figure 4.
- (3)
The two-dimensional section of the response surface is characterized as
Graphs and level lines are presented in
Figure 5.
Following full factorial experiments, the following optimal values were found: the number of days from exposure to the beginning of the determination of PYAN—8.47 days; the number of pulses—1931 pieces; and the energy density—3.25 mW/cm2. Graphs were obtained for the dependences of the change in the PYAN on the energy density, the number of pulses, and the days from exposure to the beginning of the determination of the PYAN.
5. Results and Discussion
The purpose of this experimental research was to determine the parameters of a sunflower seed pre-sowing laser irradiation regime [
44] that will lead to the maximum stimulating effect on seed quality with minimal energy consumption and the maximum possible productivity. The research was carried out using seeds of oil crops, which occupy the largest area in Ukraine (“Hybrid” varieties). The seeds corresponded to the first reproduction in terms of sowing quality. The established method of artificial aging was used to obtain seeds with a reduced sowing quality, with the aim of finding optimal regimes for pre-sowing irradiation.
The determination of the seed sowing quality was carried out for the initial batch of seeds before irradiation, in addition to after irradiation and subsequent aging of the seeds for 6–7 days, according to recommendations. In all cases, determination of the sowing quality of the seeds (laboratory germination and germination energy) was carried out according to standard methods [
46], while the germination of seeds for all crops was carried out using the “on paper” method at a temperature of 20–30 °C (higher when exposed for 8 h; lower when exposed for 16 h). During this process, paper napkins were used, which were checked for compliance with indicators of capillary rise, acidity, and ash content. In both cases, samples were taken in two batches of 30 seeds each, with the determination of laboratory germination and germination dynamics as the average of two indicators of the number of normal seedlings (that is, having a well-developed root system, hypocotyl, and epicotyl).
Germination was carried out by placing moistened paper with seeds on pallets in a thermostatic box, an image of which is shown in
Figure 10.
Figure 11 shows the sunflower seeds of the hybrid first reproduction variety, which were used for the experiment. On the first plate are the seeds that were treated using the laser pulse method, and on the other plate are the seeds that were not treated with a laser. In the first case, the seeds were treated with a laser and photographed after 7 days.
Statistical processing of experimental data was carried out according to standard methods. To determine the sum of squares and the dispersion characterizing the error of the experiments, the results of the average value of the center of the plate were used. Thereafter, the value of the dispersion was determined for individual groups of coefficients; lastly, the statistical significance of the coefficients of the regression equation was checked according to the standard method using Student’s
t-test, and the confidence interval was calculated according to the following established formula:
where the value of
tcrit was determined for the level of significance α = 0.01 and the number of degrees of freedom
f2 = 5. Thereafter, after discarding insignificant coefficients, the sum of squares of line-by-line deviant was calculated as follows:
where
is the calculated value of the response function, which was calculated for the conditions of the
i-th experiment of the plan.
Using Fisher’s F-criterion, the hypothesis of the adequacy of the obtained mathematical model was tested according to a known method, for which the value of Fisher’s criterion was calculated according to the following formula:
where
no is the number of degrees of freedom.
where
d is the number of significant coefficients in the regression equation.
The equation is considered adequate if the following condition is met:
where
Fcrit. is determined for the values of
f1 and
f2 according to the results presented in the tables. They are given for each equation in the corresponding tables for calculating these coefficients).
Variation factors were selected as follows:
—the number of days from irradiation to the beginning of the determination of the sowing quality of the seeds, days;
—the number of pulses, pcs.; and
—energy density, mW/cm
2 (
Table 1).
A plan matrix was constructed for the following obtained regression equation based on Equation (10) (
Figure 12).
Following its determination according to Student’s criterion and the coefficients of the polynomial regression, the equation of the surface of the second order was obtained as Equation (11).
The adequacy of the model was checked using Fisher’s test.
As a result of conducting a full factorial experiment, the optimal values were found: the number of days from exposure to the beginning of the determination of the PYAN—8.47 days; the number of pulses—1931 pieces; and the energy density—3.25 mW/cm2. We obtained graphs of the dependence of the change in the PYAN on the energy density, the number of pulses, and the days from irradiation to the beginning of the determination of the PYAN.
6. Conclusions
In this paper, we propose a solution to the scientific problem of increasing the efficiency of the pre-sowing pulsed laser irradiation of sunflower seeds. Based on the conducted experimental and theoretical studies, several main conclusions can be drawn.
To increase the yield of sunflowers, it is advisable to employ pre-sowing stimulation of their seeds. The most promising method of such stimulation is pulsed laser irradiation in the red-light range with a wavelength of 630–680 nm, which, through the phytochrome system of the seed, has a stimulating effect on its sowing quality.
Through full factorial experiments, the optimal values for this process were found: the number of days from exposure to the beginning of the determination of the PYAN—8.47 days; the number of pulses—1931 pieces; and the energy density—3.25 mW/cm2. Graphs were constructed that made it possible to determine the dependence of the change in the PYAN on energy density, the number of pulses, and days from exposure to the beginning of PYAN determination.
The application of the specified irradiation regimes makes it possible to increase the PYAN to the level of the first reproduction for seeds corresponding to the second reproduction level according to the initial PYAN and to increase the PYAN to the level of the second class for seeds whose initial PYAN is no more than 15–20% by LV below the level of the second reproduction.
It has been established that for the implementation of the specified irradiation methods, the most advantageous method would be the creation of a device in the form of a laser fiber optic converter with an obturator-type interruption device with a constant speed of rotation.
The design of such a laser device is proposed, and a pulse control system based on the DSHI-200-1 stepper motor with pulse microprocessor control has been developed, which ensures the accuracy of emitter movement with an error of no more than 4% of the step value without its accumulation and allows for the implementation of previously proven methods of pre-sowing seed irradiation.
Experimental tests of the developed device have confirmed its effectiveness for improving PYAN while increasing the yield of the obtained plants by 6–9%, which makes it possible to recommend a reduction in the sowing rates of treated seeds by 4–8%.
The developed system shows great promise in determining optimal methods for processing seeds of various agricultural crops.