Crop seedling rapid breeding method and device based on quantum technology

Abstract

The invention discloses a crop seedling rapid breeding method and equipment based on a quantum technology, and the method comprises the steps: obtaining quantum scale physiological signals and quantum field parameters of key biomolecules in different growth stages of wheat in real time, and calculating a real-time matching degree score from the three dimensions of a frequency matching degree, an intensity adaptation degree and a time collaboration degree; and dynamically adjusting the frequency, the power density and the pulse mode of the quantum field so as to accurately match the physiological needs of the crops in each stage, and cooperatively regulating and controlling the macroenvironmental factors such as illumination, temperature, CO2 and water and fertilizer so as to adapt to the quantum process. According to the technical scheme, key quantum scale physiological processes such as wheat photosynthesis, vernalization and grouting can be directly intervened, energy is directly injected through matching of the quantum field and the molecular vibration frequency, the cell division and metabolism rate is remarkably increased, the breeding period is effectively shortened, and the breeding efficiency and the crop yield are improved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of seedling cultivation, and particularly relates to a crop seedling rapid breeding method and device based on quantum technology. BACKGROUND

[0002] Crop seedling rapid breeding technology is an agricultural technology for shortening the period from cultivation to maturity of crops through optimization of growth environment and regulation of physiological processes. It has important application value in wheat breeding and good seed popularization. C3 crops fix CO2 through the Calvin cycle, and their photosynthetic efficiency is limited by RuBisCO enzyme activity and light respiration consumption. As a typical C3 crop, wheat has a lower photosynthetic efficiency than C4 crops, but it has a unique quantum regulation potential. Studies have shown that chloroplast thylakoid membrane protein complexes (such as PSII), vernalization response proteins (VRN1 / VRN2 gene products), and pollen tube elongation-related actin all exhibit significant quantum field sensitivity. Quantum technology, based on the principles of quantum mechanics, can directly intervene in microscopic physiological processes such as cell division, gene expression regulation, and metabolic networks through the nonlinear resonance effect of quantum fields and biological molecules.

[0003] Existing wheat seedling breeding technologies mainly include traditional breeding and environmental regulation. Traditional breeding relies on natural growth cycles for hybridization, backcrossing, and multiple generations of selection, and only 1-2 generations can be completed each year. It usually takes 8-10 years to obtain stable genetic lines, which is limited by gene recombination frequency and phenotype identification period. Environmental regulation technology regulates macroscopic parameters such as light, temperature, and humidity through greenhouse generation and artificial vernalization. Although it can partially shorten the cycle, it still faces technical bottlenecks: first, the rigidity of microscopic physiological processes limits the existing technology to indirectly affect crop development through macroscopic parameters, making it impossible to directly regulate key physiological processes such as cell division cycle and photosynthetic system activity; third, the improvement of photosynthetic efficiency is limited, and the problem of C3 crop light respiration loss cannot be solved by traditional environmental regulation; fourth, it is difficult to maintain pollen activity, and pollen tube elongation is easily affected by oxidative stress in conventional tissue culture, leading to a decrease in propagation efficiency. These bottlenecks result in long wheat breeding cycles and low efficiency, making it difficult to meet the demand for rapid renewal in modern agricultural production.

[0004] Therefore, it is necessary to improve the existing crop rapid breeding device to solve the above problems. SUMMARY

[0005] The present application overcomes the shortcomings of the prior art and provides a crop seedling rapid breeding method and device based on quantum technology, aiming to solve the problem that traditional macroscopic environmental regulation is restricted by classical physical laws and cannot directly intervene in the quantum scale physiological processes of crops, resulting in long breeding cycles of C3 crops such as wheat and difficulty in accurately regulating key physiological processes such as vernalization and photosynthetic efficiency.

[0006] To achieve the above objectives, the technical solution adopted by this invention is: a method for rapid propagation of crop seedlings based on quantum technology, comprising:

[0007] S1. Obtain quantum-scale physiological signals and quantum field parameters from wheat samples;

[0008] S2. Based on the signals and parameters collected in step S1, calculate the real-time matching score between the quantum field and the physiological processes of the wheat sample from three dimensions: frequency matching degree, intensity fit degree, and time coordination degree.

[0009] S3. Based on the matching degree results, dynamically adjust the quantum field parameters for different growth stages of wheat to match the physiological needs of the crop.

[0010] S4. Synchronously and collaboratively regulate macroscopic environmental factors to adapt to quantum processes and eliminate external interference.

[0011] In a preferred embodiment of the present invention, in step S1, the quantum-scale physiological signal includes the intrinsic vibrational frequency of key biomolecules, changes in intermolecular quantum coherence, and conformational vibrational frequency; the quantum field parameters include the quantum field frequency, field strength, uniformity, and pulse mode acting on wheat; the key biomolecules include: PSII complex manganese cluster, VRN1 / VRN2 vernalization protein, pollen actin, RuBisCO enzyme, AGP starch synthase, sucrose transporter, cell cycle protein kinase, and aquaporin.

[0012] In a preferred embodiment of the present invention, in step S1, quantum-scale physiological signals of key biomolecules are collected for different growth stages of wheat: during the seedling stage, signals of PSII complex manganese cluster and cell cycle protein kinase are collected; during the tillering stage, signals of RuBisCO enzyme and aquaporin are collected; during the jointing and booting stage, signals of VRN1 / VRN2 protein and PSII complex manganese cluster are collected; during the heading and flowering stage, signals of FT protein and pollen actin are collected; and during the grain-filling stage, signals of AGP starch synthase and sucrose transporter are collected.

[0013] In a preferred embodiment of the present invention, the frequency matching degree is calculated by comparing the primary and secondary frequencies of the quantum field with the optimal vibrational frequencies of key biomolecules in wheat at the current stage, calculating the single-molecule frequency matching deviation rate, and determining the overall frequency matching degree based on the short-board effect.

[0014] Intensity fit is determined by assessing whether the actual power density of the quantum field is within the appropriate power density range for the current growth stage of wheat, and analyzing its impact on molecular quantum coherence.

[0015] Temporal synergy is assessed by calculating the similarity between the quantum field pulse period and the inherent period of the target physiological process in wheat.

[0016] In a preferred embodiment of the present invention, in step S2, the overall matching degree is determined by combining the geometric mean of three dimensions—frequency matching degree, intensity adaptation degree, and time coordination degree—with macroscopic indicators for correction, and corresponds to three levels: high matching, medium matching, and low matching.

[0017] A comprehensive matching degree ≥ 0.8 is considered a high match, where there are no significant shortcomings in any of the three dimensions and the macro indicators meet the standards; a comprehensive matching degree ≤ 0.6 and < 0.8 is considered a medium match, where there is a slight deviation in one dimension and the macro indicators are slightly lower than expected; a comprehensive matching degree < 0.6 is considered a low match, where at least one dimension has a significant deviation and the macro indicators are significantly insufficient.

[0018] In a preferred embodiment of the present invention, the phased targeted optimization in step S3 includes:

[0019] During the seedling stage, the quantum field frequency was adjusted to cover the vibrational range of the PSII complex manganese cluster and cyclin kinase, with the power density controlled at 0.3-1.5 mW / cm². 2 The pulse mode uses continuous wave;

[0020] During the tillering stage, adjusting the quantum field frequency to cover the vibrational range of RuBisCO enzyme and aquaporin increased the power density to 1.5-3 mW / cm². 2 The pulse mode uses a sine wave;

[0021] During the jointing and booting stage, the quantum field frequency was adjusted to cover the vibrational range of the VRN1 / VRN2 protein and PSII complex manganese cluster, and the power density was set to 2-4 mW / cm². 2 The pulse mode employs low-temperature coordinated pulses;

[0022] During the heading and flowering stage, adjust the quantum field frequency to 50-60 GHz and set the power density to 3-5 mW / cm². 2 The pulse mode uses a short square wave;

[0023] During the grouting period, the quantum field frequency was adjusted to cover the vibrational range of AGP starch synthase and sucrose transporter, increasing the power density to 4-6 mW / cm². 2 The pulse mode uses long pulses.

[0024] In a preferred embodiment of the present invention, the synergistic effect in step S4 specifically includes:

[0025] When the quantum field activates the quantum coherence of the PSII complex manganese cluster, it simultaneously increases the intensity of red light in the 660nm band and the CO2 concentration; when the quantum field accelerates the activity of VRN protein, it fine-tunes the temperature to the suitable vernalization range of 10-15℃; when the quantum field enhances the activity of sucrose transport protein, it increases the supply of potassium fertilizer and controls the humidity to 60%-70%.

[0026] In a preferred embodiment of the present invention, when dynamically adjusting the quantum field parameters in step S3, the dimension with the lowest matching degree in step S2 is corrected first. If the total matching degree is low, the dimension with the largest deviation is locked, and the corresponding quantum field parameters are adjusted first. Then, the phased targeted optimization is completed in combination with the core physiological needs of wheat growth stage. After each adjustment, steps S1 and S2 are re-executed until the total matching degree reaches a high matching level.

[0027] This invention proposes a rapid crop propagation device based on quantum technology, comprising the following modules:

[0028] The breeding chamber forms a closed or semi-closed controllable space that shields against external electromagnetic interference.

[0029] The quantum field generation module, located inside the breeding chamber, is used to generate quantum fields with adjustable frequencies from 1-100 GHz and power densities from 0.1-20 mW / cm². 2 Controllable quantum coherent fields;

[0030] The quantum sensing module, located inside the breeding chamber, includes a diamond NV color center sensor, a quantum dot fluorescence sensor, and a superconducting quantum interference device, used to collect quantum field parameters and crop quantum-scale physiological signals in real time.

[0031] The feedback control system is connected to the quantum sensing module for analyzing the collected data and calculating the quantum field matching score.

[0032] The environmental collaborative control module communicates with the feedback control system to regulate light, temperature, CO2 concentration, and water and fertilizer parameters.

[0033] The quantum field generation module receives adjustment instructions from the feedback control system to dynamically optimize the output parameters, and the environmental coordination and regulation module synchronously adjusts macroscopic environmental factors according to the activation state of the quantum field.

[0034] In a preferred embodiment of the present invention, the quantum field generating module and the quantum sensing module form a spatially coordinated layout. The quantum field generating module uses a phased array antenna composed of 6-18 microstrip patches with a spacing of 3-5cm. The quantum field is uniformly covered by beamforming technology to make the quantum field cover the wheat tillering area and canopy in the breeding chamber. The quantum dot fluorescence sensor is precisely attached to both sides of the main vein on the back of the wheat leaf, avoiding the leaf vein and with a spacing of 1.5-2cm.

[0035] This invention addresses the shortcomings of the prior art and has the following beneficial effects:

[0036] (1) This invention achieves precise frequency resonance of the target sites of the PSII complex manganese cluster and VRN vernalization protein in wheat by real-time acquisition of quantum-scale physiological signals of key biomolecules in wheat and calculation of the multi-dimensional matching degree between the quantum field and the physiological process. This breaks through the limitations of traditional macro-environment regulation which is constrained by classical physical laws, and fundamentally improves the efficiency of key physiological processes such as photosynthesis and vernalization response. Compared with existing technologies that can only indirectly regulate macro-parameters, this invention directly injects energy by matching the quantum field with the molecular vibration frequency, which significantly accelerates the rate of wheat cell division and metabolism, thereby greatly shortening the breeding cycle and providing a new path for quantum enhancement of photosynthetic efficiency of C3 crops.

[0037] (2) Based on the core physiological needs of different growth stages, the present invention dynamically adjusts the quantum field parameters and flexibly adapts the optimal vibration frequency and power density of molecules such as PSII manganese cluster, RuBisCO enzyme, and pollen actin to different stages such as seedling stage, tillering stage, and booting stage, so as to realize the on-demand regulation of the growth process; it overcomes the defect of traditional greenhouse generation technology that ignores micro-physiological rhythms, and through time coordination evaluation and pulse mode optimization, the quantum field output is synchronized with the internal physiological cycle of wheat, effectively avoiding energy waste and physiological disorder, and further improving energy utilization efficiency and growth consistency.

[0038] (3) This invention combines quantum field regulation with macroscopic environmental factors to achieve synergistic effects. When the quantum field activates specific biomolecules, it simultaneously adjusts the red light band, CO2 concentration, temperature, and water and fertilizer parameters, forming a dual enhancement of microscopic quantum effects and macroscopic resource supply. Compared with the problem of environmental regulation being disconnected from physiological processes in traditional methods, the real-time feedback mechanism enables the macroscopic environment to closely adapt to the quantum activation state, which not only eliminates the influence of external interference on quantum coherence, but also significantly improves the overall efficiency of photosynthetic carbon assimilation and nutrient transport, thereby increasing yield while ensuring the quality and stress resistance of wheat. Attached Figure Description

[0039] To more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0040] Figure 1 This is a system flowchart of a preferred embodiment of the present invention;

[0041] Figure 2 This is a flowchart of quantum sensing and feedback control according to a preferred embodiment of the present invention;

[0042] Figure 3This is a flowchart of a preferred embodiment of the breeding method of the present invention. Detailed Implementation

[0043] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0044] Many specific details are set forth in the following description in order to provide a full understanding of the invention. However, the invention may also be practiced in other ways different from those described herein. Therefore, the scope of protection of the invention is not limited to the specific embodiments disclosed below.

[0045] In the description of this application, it should be noted that, unless otherwise expressly specified and limited, the terms "installation," "connection," and "linking" should be interpreted broadly. For example, they can refer to fixed connections, detachable connections, or integral connections; they can refer to mechanical connections or electrical connections; they can refer to direct connections or indirect connections through an intermediate medium; and they can refer to the internal communication between two components. Those skilled in the art will understand the specific meaning of the above terms in this application based on the specific circumstances.

[0046] Application Overview:

[0047] This application mainly targets cultivated plants of typical C3 crops, specifically wheat. Although wheat has a lower photosynthetic efficiency than C4 crops, it possesses unique quantum regulation potential. The manganese clusters of the PSII complex on the thylakoid membrane of its chloroplasts exhibit quantum coherence, key vernalization response proteins (VRN1 / VRN2 gene products) exhibit quantum tunneling effects, and pollen tube elongation-related actin shows quantum vibrational sensitivity. Since traditional breeding requires 8-10 years to obtain stable genetic lines, even with environmental control technologies such as greenhouse generation, it is still difficult to overcome the physiological cycle limitations. Therefore, the need to compress the wheat breeding cycle and improve its efficiency is extremely urgent.

[0048] The bottleneck of existing crop breeding technology stems from the following aspects: At the macro level, traditional agricultural research has long focused on macro-environmental regulation. Influenced by classical physics thinking, it generally believes that biological growth is the superposition of macro-physiological processes, ignoring the driving role of quantum effects on micro-physiology. In the traditional technology system, the macro-environmental parameters of light are controlled by the Beer-Lambert law, which causes light to decay exponentially, and CO2 diffusion relies on Fick's law, which has formed a mature path. Most efforts are made to optimize the accuracy of existing parameters, without realizing that such classical regulation will inevitably face physical limits.

[0049] The reason this application proposes combining quantum technology with breeding technology is that it recognizes the unique quantum sensitivity of wheat as a C3 crop—its key physiological processes are deeply bound to quantum effects. The quantum coherence of the PSII complex manganese cluster directly affects the efficiency of photosynthesis and water splitting, the quantum tunneling efficiency of VRN protein determines the speed of vernalization, and the quantum vibrational mode of pollen actin regulates reproductive activity. These quantum-sensitive sites provide natural targets for precise regulation. Quantum fields can directly match the quantum properties of wheat biomolecules through nonlinear resonance effects, bypassing the classical physical limitations of macroscopic environmental regulation, and directly acting on microscopic physiological processes to achieve targeted intervention in key processes of wheat breeding.

[0050] Exemplary method:

[0051] like Figure 1 A rapid propagation method for crop seedlings based on quantum technology includes the following steps:

[0052] S1. Obtain quantum-scale physiological signals and quantum field parameters from wheat samples;

[0053] S2. Calculate the real-time matching degree between the quantum field and crop physiological processes based on the obtained signal parameters;

[0054] S3. Based on the matching degree results, dynamically adjust the quantum field parameters for different growth stages to match the physiological needs of crops;

[0055] S4. Synchronously and collaboratively regulate macroscopic environmental factors to adapt to quantum processes and eliminate external interference.

[0056] In step S1, quantum property data of key crop biomolecules are collected in real time, including the intrinsic vibrational frequencies, intermolecular quantum coherence changes, and conformational vibrational frequencies of PSII complex manganese cluster, VRN1 / VRN2 vernalization protein, pollen actin, RuBisCO enzyme, AGP starch synthase, sucrose transport protein, etc.

[0057] Specifically, the acquisition of quantum-scale physiological signals from wheat samples should focus on its core characteristics as a C3 crop and its need for vernalization:

[0058] To address the core requirement of improving wheat photosynthetic water splitting efficiency, this study aims to capture the quantum coherence changes of manganese clusters in the PSII complex on chloroplast thylakoid membranes, corresponding to vibrational frequencies of 60-65 GHz, with high-frequency monitoring being particularly necessary during the tillering and heading stages. The accumulation of photosynthetic products at these stages directly determines the number of effective spikes, and the quantum coherence stability of manganese clusters is crucial for improving the photosynthetic efficiency of C3 crops and reducing photorespiration loss.

[0059] To address the essential vernalization process in wheat, this study focuses on the intrinsic vibrational frequencies of VRN1 / VRN2 proteins in the shoot apical meristem, corresponding to 45-50 GHz, and tracks their conformational vibrational changes during vernalization treatment. The quantum tunneling efficiency of VRN proteins directly regulates the vernalization response, and frequency stability is closely related to wheat heading uniformity and cold resistance.

[0060] To address the need for pollen activity maintenance during wheat flowering, the quantum vibrational modes of pollen actin in anthers, corresponding to 55-60 GHz, were captured and monitored intensively during the heading and flowering stages. The vibrational rhythm of actin directly determines the pollen tube elongation rate, effectively solving the pollination failure problem caused by pollen susceptibility to oxidative stress in conventional breeding.

[0061] To address the starch accumulation requirements during the grain-filling stage of wheat, the molecular vibrational frequencies of AGP starch synthase (43-47 GHz) and sucrose transport protein (38-42 GHz) in the grains were monitored. The fluctuation range of these frequencies was directly related to the thousand-grain weight and grain plumpness of wheat. The frequency stability in the middle and late stages of grain filling is a core indicator for improving yield potential.

[0062] Simultaneous monitoring of core parameters of the quantum field, including: the frequency, field strength, uniformity, and pulse mode of the quantum field acting on the crop;

[0063] When simultaneously monitoring quantum field parameters, it is necessary to adapt to the characteristics of wheat plants, such as low plant height, dense tillering, and the need for vernalization.

[0064] The quantum field frequency needs to cover the vibration range of key biomolecules in wheat, covering 35-70GHz, and preferentially select the low-to-medium frequency band that can penetrate wheat tillers and flag leaves to ensure that the vernalization target point at the shoot tip, the photosynthetic target point of chloroplasts, and the reproductive target point of wheat ears can all receive effective quantum signals.

[0065] Field strength needs to be adjusted according to the tissue characteristics of wheat at different growth stages. During the seedling stage (2-3 leaf stage), a low intensity of 0.5-1 mT should be used to avoid damage to tender tillers; during vernalization, a medium intensity of 1-1.5 mT should be maintained to promote quantum tunneling of VRN proteins; from the booting to the grain-filling stage, the intensity should be increased to a medium-high intensity of 1.5-2 mT to ensure that the signal penetrates the flag leaf and the hull of the ear.

[0066] Uniformity needs to be ensured by covering the wheat tillering area and ear. Multiple sets of quantum generating units are staggered to avoid uneven distribution of quantum field caused by mutual shading of tillers, especially to ensure the consistency of quantum field action between the main stem ear and the effective tiller ear.

[0067] The pulse mode needs to be aligned with the physiological rhythm of wheat. During vernalization, a low-temperature coordinated pulse mode is used, which is an intermittent output synchronized with a low temperature of 5-10℃; during the peak photosynthetic period, a light-matched pulse mode is used, which is a continuous output synchronized with the artificial photoperiod; during the grain-filling period, a diurnal adaptive pulse mode is used, which is an alternating mode of high frequency during the day and low frequency at night.

[0068] Simultaneously, specific macroscopic physiological indicators of wheat were collected as auxiliary verification, including: tiller number, effective spike number, flag leaf photosynthetic rate, vernalization completion, indirect characterization via shoot tip VRN1 gene expression, pollen viability, number of grains per spike, and grain filling rate. These indicators can intuitively reflect the effects of quantum regulation at the macroscopic level, forming cross-validation with quantum-scale signals and providing multi-dimensional basis for subsequent matching degree calculations.

[0069] In step S2, based on the quantum-scale physiological signals and quantum field parameters obtained in S1, a matching relationship evaluation model is established through quantitative analysis.

[0070] The quantum-scale physiological signals (vibrational frequencies of key biomolecules, quantum coherence), quantum field parameters (frequency, power density, pulse mode), and macroscopic physiological indicators of wheat obtained from S1 are quantitatively analyzed from three core dimensions: frequency matching, intensity adaptation, and time coordination. Through macroscopic feedback correction, a comprehensive matching score is finally output.

[0071] Throughout the entire cycle of rapid propagation of wheat seedlings, key biomolecules at different growth stages require close attention:

[0072] The seedling stage is the 2 to 3 leaf stage. During this stage, the manganese cluster of the PSII complex participates in the photosynthetic water splitting process and provides initial energy for the seedling. Cyclic protein kinase, abbreviated as CDK, regulates the cell division rhythm and affects the seedling growth rate.

[0073] The tillering stage is from the 4th to the 6th leaf stage. During this stage, RuBisCO enzyme catalyzes the dark reaction of photosynthesis, fixes carbon dioxide, and determines the accumulation of photosynthetic products. Aquaporins (AQPs) regulate root water absorption and transport, ensuring the water requirements for tillering growth.

[0074] During the jointing and booting stages, VRN1 and VRN2 proteins mediate vernalization response and regulate heading time, while the PSII complex manganese cluster maintains efficient photosynthesis and stores nutrients for ear development.

[0075] During the heading and flowering stage, FT proteins initiate flowering signals and coordinate the development rhythm of stamens and pistils, while pollen actin maintains pollen activity and ensures normal pollen tube elongation.

[0076] During the grain-filling stage, AGP starch synthase catalyzes the initial steps of starch synthesis and determines the grain-filling rate, while sucrose transport proteins transport photosynthetic products to the grains, affecting grain plumpness and thousand-grain weight. These biomolecules work synergistically at their respective stages to jointly drive the growth and development of wheat seedlings.

[0077] First, the main frequency and auxiliary frequency of the quantum field are compared with the natural vibrational frequencies of key biomolecules in wheat at the current stage, and the frequency deviation value is calculated. The smaller the deviation, the higher the resonance energy transfer efficiency and the higher the matching degree.

[0078] Secondly, by combining the correlation data between quantum field power density and the quantum coherence of wheat molecules, the adaptability of energy intensity is analyzed:

[0079] If the power is too high, it will lead to a decrease in molecular coherence, or if the power is too low, it will fail to excite molecular activity. Both are considered to be insufficient matching.

[0080] Finally, by integrating the correlation between macroscopic growth indicators of wheat and quantum signals, such as tiller number and flag leaf photosynthetic rate, and through multi-dimensional weighted calculation, the matching degree score between quantum field parameters and current wheat physiological processes is finally output, such as 0 to 100 points, to clarify the promoting effect and adjustment direction of the existing quantum field on wheat growth.

[0081] Frequency matching degree calculation:

[0082] The core physiological processes of wheat at different growth stages are driven by specific biomolecules, whose inherent vibrational frequencies have a clear range: FT protein at the heading and flowering stage is 50 to 54 GHz, and pollen actin is 55 to 60 GHz; AGP starch synthase at the grain-filling stage is 43 to 47 GHz, and sucrose transport protein is 38 to 42 GHz; frequency matching focuses on whether the main and auxiliary frequencies of the quantum field fall within the vibrational frequency range of the target molecule, and the degree of deviation.

[0083] The physiological processes at a certain stage of wheat growth require the coordinated participation of multiple key biomolecules. If the quantum field frequency matching of any one of these molecules is too low, it will directly restrict the efficiency of the overall physiological process. Therefore, instead of assigning weights, the synergistic effect is quantified through the "weakest link" effect. That is, the overall matching degree is determined by the molecule with the worst matching, while also taking into account the synergistic trend of the majority of molecules.

[0084] The calculation of single-molecule frequency matching deviation rate involves first calculating the matching deviation rate between each key biomolecule at the current growth stage of wheat and the quantum field frequency. The calculation formula is as follows: ,in, Let be the frequency matching deviation rate of the i-th biomolecule, i=1,2,...,n; n is the total number of key molecules in this stage. The current dominant frequency of the quantum field, Let be the optimal vibrational frequency of the i-th molecule; The vibrational frequency range width of the i-th molecule;

[0085] Based on the principle that the cooperative process is constrained by the worst-matched molecule, the formula for calculating the frequency matching degree is: ,in, The minimum value among all single-molecule frequency matching deviation rates is taken, which is the value with the lowest matching deviation rate among all key biomolecules, reflecting the weakest link effect. The synergy threshold represents the minimum matching degree required for multiple biomolecules to form a synergistic effect.

[0086] Strength fit calculation:

[0087] Wheat's tolerance range to quantum field intensity varies at different growth stages. Intensity fit reflects whether the actual power density falls within this range and its impact on quantum coherence.

[0088] Power density fit rate: ,in, This represents the actual power density of the quantum field. These are the upper and lower limits of the suitable power density for the current growth stage of wheat.

[0089] The seedling stage requires 0.3-1.5 mW / cm². 2 The tillering period is 1.5-3 mW / cm 2 The jointing and booting stage requires 2-4 mW / cm 2 The heading and flowering period is 3-5 mW / cm 2 The grouting period is 4-6 mW / cm 2 .

[0090] Time coordination degree calculation:

[0091] The physiological processes of wheat have an inherent rhythm, and the pulse pattern of the quantum field must be synchronized with it, otherwise it will interfere with the physiological rhythm.

[0092] Pulse pattern similarity ,in, For the quantum field pulse period, These are the inherent cycles of wheat's target physiological processes, such as the photosynthetic light response cycle, the vernalization response regulation cycle, and the pollen tube elongation cycle.

[0093] Considering the above three dimensions, and based on the synergistic bottleneck effect—that is, a low matching rate in any one of the three dimensions will directly limit the overall efficiency of maize's physiological processes—the overall effect is quantified using the geometric mean, and then corrected by feedback from macroscopic indicators. The specific process is as follows:

[0094] The baseline total match is determined by the geometric mean of the three dimensions. ;

[0095] The basic overall matching degree only reflects the theoretical fit at the quantum level and needs to be corrected in conjunction with the actual performance of wheat macroscopic growth indicators, such as pollination success rate during the heading and flowering stage and the increase in thousand-grain weight during the grain-filling stage, to ensure that the matching degree is consistent with the actual growth effect. The correction formula is: ; These are the actual monitored macroeconomic indicator values. These serve as reference values ​​for macroeconomic indicators during this period.

[0096] Total match score corresponds to match level:

[0097] A total matching degree of ≥0.8 indicates a high matching degree, with no obvious shortcomings in any of the three dimensions, and the macro indicators meet the standards.

[0098] A total match score of 0.6 ≤ overall match < 0.8 indicates a moderate match, with a slight deviation in one dimension and the overall performance slightly below expectations.

[0099] The overall matching degree is <0.6, which is considered a low match. At least one dimension shows a significant deviation, and the macro indicators are clearly insufficient.

[0100] In step S3, based on the matching degree results calculated in S2, and combined with the wheat's growth stage, including seedling stage, tillering stage, jointing and booting stage, heading and flowering stage, and grain-filling stage, the quantum field parameters are dynamically optimized in a targeted manner.

[0101] Prioritize correcting the lowest dimensional deviation. If the overall matching degree is low, lock the dimension with the largest deviation and prioritize adjusting its corresponding quantum field parameters.

[0102] In addition, based on the core physiological needs of wheat at different growth stages, targeted adjustments are made in stages;

[0103] In the seedling stage: The goal is to enhance the synergistic activation of the PSII complex manganese cluster and CDK, ensuring that the quantum field frequency covers 58-65 GHz and 40-45 GHz, corresponding to the PSII complex manganese cluster and CDK respectively, with the power density controlled at 0.3-1.5 mW / cm². 2 To avoid damage to tender leaves and roots, the pulse mode uses continuous waves to maintain a stable energy supply.

[0104] Tillering stage: Focusing on the synergistic effect of RuBisCO enzyme and AQP, ensuring quantum field frequency coverage of 46-51 GHz and 35-40 GHz, corresponding to RuBisCO enzyme and AQP respectively, with power density increased to 1.5-3 mW / cm². 2 To enhance the efficiency of photosynthesis and water transport, the pulse mode synchronization is a sine wave with a pulse width of 40 μs and a duty cycle of 55%, matching the rhythm of the dark reaction of photosynthesis and water transport.

[0105] During the jointing and booting stage: Focusing on the synchronous activation of VRN1 / VRN2 proteins and the PSII manganese cluster, the frequency was adjusted to the 45-65 GHz range, covering the 45-50 GHz range for VRN proteins and the 60-65 GHz range for the PSII manganese cluster, with a power density set to 2-4 mW / cm². 2 The pulse mode uses low-temperature synergistic pulses to adapt to the physiological rhythm of late vernalization and ear development.

[0106] During the heading and flowering stage: targeting the synergistic activity of pollen actin and FT protein, the frequency was controlled at 50-60 GHz, the power density was set at 3-5 mW / cm², the pulse mode adopted a short square wave with a pulse width of 8 μs and a duty cycle of 35%, to simulate the pulse-like regulation law of flowering signal transduction.

[0107] During the grouting stage: targeting the synergistic effect of AGP starch synthase and sucrose transporter, the frequency was controlled at 38-47 GHz, and the power density was increased to 4-6 mW / cm². 2 To accelerate starch accumulation and nutrient transport, the pulse mode features long pulses with a 65% duty cycle, ensuring continuous and stable enzyme activity.

[0108] After each adjustment, quantum-scale physiological signals and quantum field parameters are re-acquired, and a new total matching degree is calculated to ensure that the quantum field always forms an efficient resonance with the physiological processes of wheat.

[0109] In step S4, based on the quantum field parameter adjustment completed in S3, macroscopic factors such as light, temperature, CO2 concentration, and water and fertilizer are simultaneously regulated to create a synergistic effect with the microscopic physiological processes activated by the quantum field.

[0110] If the quantum field has activated the quantum coherence of the PSII complex manganese cluster, then the intensity of red light illumination (wavelength 660nm) and CO2 concentration need to be increased simultaneously to provide sufficient light energy and raw materials for photosynthesis and avoid macroscopic resource shortages that limit the efficiency of the quantum process.

[0111] By quantifying the enhancing / inhibiting effects of quantum effects on the microscopic processes of wheat carbon metabolism, the regulation of CO2 concentration is directly linked to the physiological activities activated by the quantum field:

[0112] The absorption and conversion of CO2 by wheat depends on two key quantum-driven microscopic processes: the quantum coherence of the PSII complex manganese cluster and the quantum vibrational matching of the RuBisCO enzyme.

[0113] Based on the above correlation, the target CO2 concentration needs to be dynamically adjusted according to the strength of the quantum effect. ,in, To maintain a baseline CO2 concentration for normal carbon metabolism under specific growth stages of wheat, when quantum effects are in a baseline activated state and macroscopic environmental factors are stable at reference values, such as light and temperature, normal carbon metabolism is the balance between photosynthesis and respiration.

[0114] The baseline activation state refers to the matching state between the quantum field and the microscopic process of wheat carbon metabolism. The quantum physiological activity coefficient dynamically reflects the efficiency of carbon metabolism activated by the quantum field. It is the geometric mean of the product of the quantum coherence of the PSII complex manganese cluster and the quantum vibration of the RuBisCO enzyme, used to balance the synergistic effect of the two quantum processes. These represent the actual light intensity and the reference light intensity.

[0115] If the quantum field accelerates the activity of the PSII complex and RuBisCO enzyme, the temperature can be finely adjusted to the suitable range for wheat enzymatic reactions, which is 20-25℃, thereby enhancing the photosynthetic metabolic rate through temperature synergy. During the grain-filling stage, combined with the activation effect of the quantum field on sucrose transport proteins, the supply of nitrogen and potassium fertilizers can be increased and the relative humidity of the air can be controlled at 60%-70%, promoting the efficient transport of photosynthetic products to the grains.

[0116] Meanwhile, by monitoring the impact of the macroscopic environment on quantum signals in real time and dynamically adjusting environmental parameters, we can ensure that macroscopic conditions always remain consistent with the needs of the quantum process, thereby maximizing the synergistic effect between the two.

[0117] Exemplary device:

[0118] A rapid propagation device for crop seedlings based on quantum technology includes: a propagation chamber, and a quantum field generation module, a quantum sensing module, a feedback control system, and an environmental coordinated regulation module installed in the propagation chamber;

[0119] The breeding chamber is the core physical carrier of a rapid crop propagation device based on quantum technology. It is a closed / semi-closed multi-parameter controllable space. The breeding chamber integrates quantum field generation, quantum sensing, and environmental regulation modules to provide crops with a unique microenvironment where quantum fields and environmental factors work synergistically, while isolating external interference to ensure the precise coupling of quantum technology and traditional environmental regulation.

[0120] Traditional greenhouses or incubators cannot meet the special requirements of quantum technology, and customized chambers are needed to solve the contradictions: quantum coherent fields have weak energy and short wavelengths, and external electromagnetic noise will destroy their coherence, requiring chambers with high shielding performance; matching quantum fields with crop physiological responses requires environmental parameter adjustments on a minute or even second basis, which traditional greenhouse response delays cannot meet; terahertz quantum fields need to have extremely low loss when penetrating chamber materials, and ordinary glass or plastic will significantly attenuate the signal.

[0121] The wheat seedlings are short in stature, with a height of only 5 to 15 cm during the seedling stage, 20 to 30 cm during the tillering stage, and a maximum height of no more than 1.2 meters during the jointing and heading stage. The structure of the propagation chamber is designed as follows:

[0122] The propagation chamber is rectangular in shape, 1.2 to 2 meters long, 1 to 1.5 meters wide, and 1.8 to 2.2 meters high, designed to accommodate the short stature and dense tillering characteristics of wheat plants. It is equipped with seedling racks spaced 0.2 to 0.3 meters apart to prevent tillers from obstructing each other's quantum field. Additionally, considering the compact root system of wheat, a root growth zone with a height of ≥0.2 meters is provided at the bottom of the seedling racks. The chamber door is a single-door structure, 0.5 to 0.8 meters wide and 1.4 to 1.8 meters high, accommodating single-person operation and seedling tray handling. An electromagnetic sealing gasket, using beryllium copper springs or conductive rubber with a thickness of 1 to 3 millimeters, is installed inside the door, with conductive adhesive filling the door seams to ensure a shielding effectiveness of ≥60dB when closed. A pressure sensor with an accuracy of ±0.1-0.3 kPa is installed inside the door to monitor the chamber's airtightness; a leakage rate of <0.5-1.0 kPa / min is considered acceptable.

[0123] The breeding chamber includes: a main frame, a shielding layer, an observation window, and an inner wall coating;

[0124] The main frame serves as the structural support base, and the material is aluminum alloy or stainless steel with a thickness of 2-5mm. The surface is coated with a conductive polymer coating, which is either polypyrrole or polyaniline, with a thickness of 30-80μm and a surface resistivity of <0.1-0.5Ω / sq.

[0125] The shielding layer is made of double-layer copper mesh or silver-plated copper mesh with a mesh count of 150-300 mesh and a wire diameter of 0.03-0.08mm. The shielding layer is embedded in the interlayer of the main frame, covering all areas except the observation window, and shielding electromagnetic waves of 1-100GHz. It reduces the field strength by reflecting external electromagnetic waves and works in synergy with the conductive polymer coating on the surface of the main frame to absorb residual electromagnetic energy.

[0126] The observation window is made of ITO conductive glass or conductive acrylic, with a thickness of 3-8mm, a light transmittance of >80%, and a shielding effectiveness of 30-60dB; it is installed on the side wall of the main frame for easy observation of wheat growth.

[0127] The inner wall coating is uniformly applied to the inner surface of the main frame. It is made of polytetrafluoroethylene or polyimide with a thickness of 0.05-0.2 mm. Through its low dielectric constant and low loss characteristics, it reduces the reflection loss of the quantum field in the chamber and ensures a uniform distribution of the field strength.

[0128] The quantum field generation module is the energy source for rapid crop propagation equipment based on quantum technology. It is a core functional component that generates a tunable, highly coherent quantum field through quantum physics principles. It converts electrical energy into a quantum coherent electromagnetic field of specific frequency and intensity, which accelerates physiological processes such as cell division, photosynthesis, and vernalization response through resonance with wheat biomolecules.

[0129] The quantum field generating module outputs a coherent electromagnetic field with adjustable frequency, controllable intensity, and selectable pulse mode. By adjusting the frequency, the quantum field is precisely matched with the inherent vibrational frequency of key biomolecules in crops, triggering resonant energy transfer.

[0130] Traditional environmental control technologies can only indirectly affect wheat through macroscopic parameters, and cannot directly intervene in the quantum-scale processes of microscopic biomolecules. The design of the quantum field generation module aims to resolve this contradiction: insufficient energy transfer depth—traditional lighting can only act on the leaf surface, while terahertz quantum fields can penetrate wheat leaves and tillers, directly acting on mesophyll cells and shoot apical meristems; wheat growth is driven by microscopic processes such as cell division and vernalization response, the rate of which is limited by the inherent vibrational frequencies of biomolecules, and quantum fields can directly inject energy into molecules through resonance effects, accelerating their movement rhythm; the vibrational frequencies of key biomolecules differ at different growth stages of wheat, requiring the module to have wideband tunability.

[0131] The quantum field generation module includes: a quantum generator body, a frequency adjustment unit, a power control unit, and a pulse modulation unit;

[0132] The main body of the quantum generator includes: a superconducting quantum interference device (SQU) and a quantum dot array; the superconducting SQU is a Josephson junction based on niobium or aluminum, with a thickness of 0.5-2 nm, and operates at liquid helium temperature, generating coherent electromagnetic waves through quantum tunneling effect; the quantum dot array uses gallium arsenide or gallium nitride semiconductor materials, and grows nanoscale quantum dots with a diameter of 5-20 nm through molecular beam epitaxy, radiating a coherent field when charge carriers transition between quantum dots, with a frequency range of 1-100 GHz;

[0133] At the cryogenic temperature of liquid helium, Cooper pairs in Josephson junctions tunnel through the insulating barrier via quantum tunneling, generating alternating current and radiating coherent electromagnetic waves; in semiconductor quantum dots, charge carriers are excited and jump between quantum dots, releasing energy and radiating coherent fields.

[0134] The frequency adjustment unit uses a digital frequency synthesizer based on a field-programmable gate array, with a frequency resolution of 0.1-5MHz and a frequency range of 1-100GHz. It can accurately match the vibrational frequencies of key molecules such as the manganese cluster of wheat PSII complex (58-65GHz), VRN protein (45-50GHz), and pollen actin (55-60GHz).

[0135] The power control unit employs a linear power amplifier with gallium arsenide or gallium nitride high electron mobility transistors, offering a gain of 15-35dB to adapt to varying input power requirements; the output power density is 0.1-15mW / cm². 2 It covers scenarios ranging from low-intensity demand during the wheat seedling stage to high-intensity accelerated demand during the grain-filling stage.

[0136] The pulse modulation unit uses an RF switch with a switching time of 5-20ns, supports square wave and sine wave pulse modes, and is suitable for requirements such as low temperature synergistic pulses during wheat vernalization and light matching pulses during photosynthesis.

[0137] The quantum field generation module is integrated into the top or side wall of the breeding chamber and fixed by a bracket;

[0138] The antenna system employs a phased array antenna, consisting of 6 to 18 microstrip patch antennas spaced 3 to 5 centimeters apart. The material is copper or gold plating with a thickness of 5 to 10 micrometers. The quantum field direction is adjusted through beamforming technology, with a beamwidth of 45 to 90 degrees, ensuring uniform coverage of densely tillered wheat areas and the canopy.

[0139] Optionally, a lens antenna is provided, using a polytetrafluoroethylene lens with a thickness of 10 to 20 mm, to focus quantum field energy to the wheat stem tip and leaf area, reducing bulkhead reflection loss.

[0140] The phased array antenna adjusts the phase and amplitude of each element, which are calculated in real time by the feedback control system, so that the quantum field forms a uniform beam in the wheat growing area. The lens antenna further focuses the energy and reduces the reflection loss from the bulkhead.

[0141] At different growth stages of wheat, key physiological processes are driven by the quantum-scale activity of specific biomolecules. Based on the resonance principle of quantum fields and biomolecules, the quantum field parameters need to be dynamically adjusted for the core molecules at each stage to achieve precise energy injection and accelerated growth.

[0142] like Figure 2 As shown, the quantum sensing module is the quantum nerve ending of a rapid crop propagation device based on quantum technology. It is a core component that monitors the quantum field and crop physiological state with high sensitivity and high spatiotemporal resolution through quantum physical effects. The quantum sensing module collects quantum field parameters and crop micro-physiological signals in real time, providing accurate data for the feedback control system and realizing the dynamic matching between the quantum field and crop physiological processes.

[0143] Quantum sensing modules monitor quantum field parameters and crop physiological signals;

[0144] Quantum field parameters include: field strength, frequency, and uniformity; crop physiological signals include: molecular vibrational frequency and quantum coherence.

[0145] Traditional sensors can only measure macroscopic parameters and cannot access key information at the quantum scale;

[0146] The quantum sensing module includes: a diamond NV color center sensor, a quantum dot fluorescence sensor, and a superconducting quantum interference device;

[0147] The diamond NV color center sensor is used as the primary sensor, employing type I or type II diamond single crystals with a nitrogen content of 1-100 ppm and artificially injected nitrogen-vacancy centers at a density of 10. 14 -10 15 cm -3 The size is 0.5-3mm. 3 It is adaptable to multiple deployment locations within the cabin, and the encapsulation uses a quartz glass or polytetrafluoroethylene protective shell with a thickness of 0.1-0.5mm and a transmittance of >90%; the diamond NV color center sensors are set on the top or side wall of the cabin, with a quantity of 4-12, and an installation height of 1.2-2.0m, covering the crop canopy;

[0148] The quantum dot fluorescence sensor uses CdSe / ZnS core-shell quantum dots with a diameter of 3-10 nm. The fixation method is to coat them with a polyimide film and attach them to the surface of crop leaves with a thickness of 5-20 μm. Wheat leaves are small and have many tillers, so the attachment position is clearly on both sides of the main vein on the back of the tiller leaves, avoiding the leaf veins, with a spacing of 1.5 to 2 cm, so as to more accurately capture the quantum coherence signal of the PSII complex manganese cluster and the vibrational signal of the VRN protein.

[0149] The superconducting quantum interference device uses a niobium or yttrium barium copper oxide superconducting thin film with a thickness of 50-200 nm; it is installed at the bottom of the chamber, with 1-3 units, to monitor the leakage of field strength at the edge of the chamber.

[0150] Signal transmission uses multimode optical fiber with a core diameter of 50-100μm and a length of 1-5m to transmit NV color center fluorescence signals. The coaxial cable has an impedance of 50Ω, a diameter of 1-3mm, and transmits SQUID electrical signals.

[0151] The NV center is a defect in the diamond lattice where a nitrogen atom replaces a carbon atom and forms an adjacent vacancy. Its spin ground state undergoes a spin transition under microwave and green light excitation and emits red light. When the NV center is exposed to a quantum field, the electromagnetic field component of the quantum field will perturb the spin state of the NV center through the Zeeman effect or electric dipole interaction, resulting in a change in the intensity of red fluorescence. By monitoring the fluorescence intensity, the field strength and frequency of the quantum field can be inverted.

[0152] Quantum dots emit characteristic fluorescence when excited by blue light, and their fluorescence lifetime is related to the vibrational frequency of surrounding molecules. When the molecules resonate, the fluorescence lifetime of quantum dots shortens. By detecting the change in lifetime using time-correlated single-photon counting technology, the vibrational state of molecules can be identified.

[0153] In a superconducting ring, the Josephson junction undergoes changes in magnetic flux quanta under the influence of a quantum field. By monitoring the SQUID output voltage, the magnetic field component of the quantum field can be measured with high precision.

[0154] The diamond NV color center provides overall quantum field distribution data within the chamber; the quantum dot fluorescence sensor provides local molecular vibration data of the crop; the SQUID provides field strength leakage data at the edge of the chamber; all data are transmitted to the feedback control system via the CAN bus, fused by the Kalman filter algorithm, and output a comprehensive assessment of the quantum field and crop status.

[0155] The environmental synergistic regulation module is a core component of the rapid crop propagation equipment based on quantum technology. It dynamically adjusts traditional environmental parameters such as light, temperature, air, and water, forming a dual-loop drive with the quantum field module. The environmental synergistic regulation module adjusts environmental factors in real time based on the crop physiological state and quantum field parameters fed back by the quantum sensing module, so that the macro-environmental parameters are precisely matched with the micro-quantum processes, maximizing crop growth efficiency.

[0156] Traditional greenhouse environmental control is based solely on macroscopic experience and cannot be synchronized with microscopic physiological processes driven by quantum fields.

[0157] The environmental coordinated regulation module includes: a temperature and humidity regulation unit, a light regulation unit, a CO2 regulation unit, and a water and fertilizer regulation unit;

[0158] The temperature and humidity control unit includes: a heating component, a cooling component, a humidifying component, and a dehumidifying component;

[0159] The heating element uses a PTC ceramic heating element with a power of 50-500W, a thickness of 1-3mm, and is made of BaTiO3-based ceramic.

[0160] The cooling component uses a semiconductor cooling chip with TEC, has a power of 30-300W, a temperature range of -20-100°C, and is suitable for the appropriate growth temperature of wheat, which is 20 to 25 degrees Celsius.

[0161] The humidification component uses an ultrasonic atomizer with an atomization volume of 50-500 mL / h and a particle size of 1-5 μm;

[0162] The dehumidification unit uses a compressor-cooled dehumidifier with a dehumidification capacity of 1-10L / day and is suitable for humidity of 30-90%RH. The heating and cooling plates are located on the top of the compartment, while the atomizer and dehumidifier are located on the side wall.

[0163] The light control unit includes LED beads and a driver power supply; because wheat plants are short, the vertical distance between them and the crop canopy is 0.2 to 0.6 meters.

[0164] LED beads include: full-spectrum LEDs and monochromatic LEDs, with blue light at 450nm, red light at 660nm, and far-red light at 730nm; the driving power supply is a PWM dimming power supply with a frequency of 20-200kHz and a dimming accuracy of 0-100%.

[0165] The light control unit is installed on a height-adjustable lamp stand with a height of 0.5-2.0m and an adjustment step of 5cm to adapt to different crop plant heights.

[0166] The CO2 control unit uses a CO2 gas source, with flow rate controlled by a mass flow controller. It employs porous pipes with orifice diameters of 0.5-2mm and spacing of 10-30cm to ensure uniform CO2 concentration within the chamber. These porous CO2 pipes are positioned 0.2-0.5m above the ground. Simultaneously, ventilation ducts are installed as airflow regulation devices. Uniform distribution of the quantum field, CO2, temperature, and humidity relies on airflow circulation, with an air volume of 50-200m³ / h. 3 / h, wind speed 0.1-0.5m / s;

[0167] The water and fertilizer control unit includes: a nutrient solution storage tank, a pump and valve system, and water and fertilizer sensors; the water and fertilizer control unit uses drip irrigation pipes with dripper spacing of 5-20cm;

[0168] The pump and valve system uses a peristaltic pump with a flow rate of 0.1-100 mL / min and a response time of <100 ms for the electromagnetic reversing valve; the water and fertilizer sensor uses an EC / pH composite electrode.

[0169] The quantum sensing module transmits wheat molecule vibration frequency data to the feedback control system in real time, and the environmental coordination and regulation module receives the regulation instructions from the feedback control system. If the quantum field activates the PSII complex manganese cluster, the feedback system calculates that the red light intensity needs to be increased, and the illumination unit increases the brightness of the red LED through the PWM power supply. The carbon dioxide flow controller is triggered to increase the flow rate. If the quantum field accelerates the activity of VRN protein, the feedback system instructs the temperature and humidity unit to maintain the temperature in the vernalization suitable range of 10 to 15 degrees Celsius.

[0170] Environmental sensors include temperature and humidity sensors and CO2 sensors, which monitor the control effect in real time. There are 1-3 sensors on each wall, installed at a height of 1.0-1.5m. The data is transmitted back to the feedback control system via CAN bus, and the feedback system adjusts the control parameters through PID algorithm.

[0171] The feedback control system is the core hub that collects data from the quantum sensing module in real time, analyzes the physiological state and quantum field parameters of crops, and sends instructions to the quantum field generation module and the environmental coordinated regulation module.

[0172] The feedback control system uses a core controller, an industrial-grade ARM Cortex-A9, and a data acquisition card to support the simultaneous acquisition of quantum sensing and environmental signals.

[0173] The communication module connects to the quantum sensing, quantum field, and environmental coordination control modules via a CAN bus; storage is achieved using eMMC / SSD to store the crop response database.

[0174] Temperature and humidity control alters the volume of gases and water vapor content within the cabin, thus affecting CO2 concentration distribution. By decoupling the effects of temperature and humidity on CO2 through a feedforward compensation matrix, the control input correction formula is as follows: ,in, This is the revised CO2 flow control command; This is the baseline flow rate command under conditions of no temperature or humidity interference. For temperature deviation and humidity deviation, This is the corresponding compensation coefficient.

[0175] The quantum sensing module uploads NV color center fluorescence intensity, quantum dot fluorescence lifetime, and SQUID voltage to the feedback control system via the CAN bus; the environmental sensor synchronously uploads temperature, humidity, CO2 concentration, and light intensity; the Kalman filter algorithm fuses multi-source data, suppresses noise, and outputs crop state estimates; the frequency matching algorithm calculates the quantum field frequency deviation; for the quantum field module: the PID controller outputs frequency adjustment commands, and the quantum field frequency is adjusted via DDS; if the quantum field activates chlorophyll, the machine learning model recommends increasing CO2 concentration and light intensity, and the controller sends commands to CO2 and to the LED driver power supply for dimming; and triggers temperature and humidity interference compensation for CO2; after the quantum field module is adjusted, the quantum sensing module re-acquires field strength and frequency data to verify the control effect; after the environmental collaborative control module is adjusted, the environmental sensor verifies CO2 concentration and light intensity.

[0176] like Figure 1As shown, the operation of the device is as follows: The quantum field generation module generates a frequency-tunable and intensity-controllable quantum coherent field through a superconducting quantum interference device and a quantum dot array. This field is then focused onto the wheat tillering region and canopy via a phased array antenna or lens antenna, resonating with key biomolecules such as the PSII complex manganese cluster, VRN1 / VRN2 protein, and pollen actin to accelerate physiological processes such as photosynthetic water splitting, vernalization response, and pollen tube elongation. Simultaneously, the quantum sensing module collects quantum field parameters and wheat microscopic signals (such as molecular vibrational frequencies and quantum coherence) in real time through a diamond NV color center, a quantum dot fluorescence sensor, and a SQUID. These signals are transmitted to the feedback control system via multimode fiber and coaxial cable. The feedback control system uses Kalman filtering to fuse quantum sensing and environmental sensor data, and combines this with a machine learning model to analyze the wheat growth status (such as tillering progress). The system calculates quantum field frequency / power adjustment commands and environmental control strategies based on vernalization completion and photosynthetic efficiency. Upon receiving commands, the environmental coordination control module adjusts the temperature to the suitable range for wheat (20-25℃, 10-15℃ during vernalization) via PTC heating / semiconductor cooling, controls humidity (60%-70%) via ultrasonic atomizer / compressor dehumidifier, adjusts LED light intensity (with a focus on optimizing 660nm red light) via PWM dimming power supply, regulates carbon dioxide flow via mass flow controller, and controls drip irrigation with peristaltic pumps (adding nitrogen and potassium fertilizer during the grain-filling stage). Simultaneously, ventilation ducts ensure uniform coverage of parameters in densely tillering wheat areas. Finally, quantum sensing and environmental sensors continuously verify the control effect, and the feedback control system dynamically corrects commands using a PID algorithm, achieving a compressed wheat seedling propagation cycle and improved growth efficiency.

[0177] Based on the preferred embodiments of the present invention described above, those skilled in the art can make various changes and modifications without departing from the inventive concept. The technical scope of this invention is not limited to the contents of the specification, but must be determined according to the scope of the claims.

Claims

1. A method for rapid crop propagation based on quantum technology, characterized in that, Including the following steps: S1. Obtain quantum-scale physiological signals and quantum field parameters from wheat samples; S2. Based on the signals and parameters collected in step S1, calculate the real-time matching score between the quantum field and the physiological processes of the wheat sample from three dimensions: frequency matching degree, intensity fit degree, and time coordination degree. S3. Based on the matching degree results, dynamically adjust the quantum field parameters for different growth stages of wheat to match the physiological needs of the crop. S4. Synchronously and collaboratively regulate macroscopic environmental factors to adapt to quantum processes and eliminate external interference.

2. The method for rapid crop propagation based on quantum technology according to claim 1, characterized in that: In step S1, the quantum-scale physiological signals include the intrinsic vibrational frequencies of key biomolecules, changes in intermolecular quantum coherence, and conformational vibrational frequencies. The quantum field parameters include the quantum field frequency, field strength, uniformity, and pulse mode acting on wheat. The key biomolecules include: PSII complex manganese cluster, VRN1 / VRN2 vernalization protein, pollen actin, RuBisCO enzyme, AGP starch synthase, sucrose transporter, cell cycle protein kinase, and aquaporin.

3. The method for rapid crop propagation based on quantum technology according to claim 1, characterized in that: In step S1, quantum-scale physiological signals of key biomolecules need to be collected for different growth stages of wheat: during the seedling stage, the signals of PSII complex manganese cluster and cell cycle protein kinase need to be collected; during the tillering stage, the signals of RuBisCO enzyme and aquaporin need to be collected; during the jointing and booting stage, the signals of VRN1 / VRN2 protein and PSII complex manganese cluster need to be collected; during the heading and flowering stage, the signals of FT protein and pollen actin need to be collected; and during the grain-filling stage, the signals of AGP starch synthase and sucrose transporter need to be collected.

4. The method for rapid crop propagation based on quantum technology according to claim 1, characterized in that: Frequency matching degree is calculated by comparing the primary and secondary frequencies of the quantum field with the optimal vibrational frequencies of key biomolecules in wheat at the current stage, calculating the single-molecule frequency matching deviation rate, and determining the overall frequency matching degree based on the short-board effect. Intensity fit is determined by assessing whether the actual power density of the quantum field is within the appropriate power density range for the current growth stage of wheat, and analyzing its impact on molecular quantum coherence. Temporal synergy is assessed by calculating the similarity between the quantum field pulse period and the inherent period of the target physiological process in wheat.

5. The method for rapid crop propagation based on quantum technology according to claim 4, characterized in that: In step S2, the overall matching degree is determined by combining the geometric mean of three dimensions—frequency matching degree, intensity fit degree, and time coordination degree—with macro-indicators for correction, and corresponds to three levels: high matching, medium matching, and low matching. A comprehensive matching degree ≥ 0.8 is considered a high match, where there are no significant shortcomings in any of the three dimensions and the macro indicators meet the standards; a comprehensive matching degree ≤ 0.6 and < 0.8 is considered a medium match, where there is a slight deviation in one dimension and the macro indicators are slightly lower than expected; a comprehensive matching degree < 0.6 is considered a low match, where at least one dimension has a significant deviation and the macro indicators are significantly insufficient.

6. The method for rapid crop propagation based on quantum technology according to claim 1, characterized in that: Step S3 includes phased targeted optimization, which includes: During the seedling stage, the quantum field frequency was adjusted to cover the vibrational range of the PSII complex manganese cluster and cyclin kinase, with the power density controlled at 0.3-1.5 mW / cm². 2 The pulse mode uses continuous wave; During the tillering stage, adjusting the quantum field frequency to cover the vibrational range of RuBisCO enzyme and aquaporin increased the power density to 1.5-3 mW / cm². 2 The pulse mode uses a sine wave; During the jointing and booting stage, the quantum field frequency was adjusted to cover the vibrational range of the VRN1 / VRN2 protein and PSII complex manganese cluster, and the power density was set to 2-4 mW / cm². 2 The pulse mode employs low-temperature coordinated pulses; During the heading and flowering stage, adjust the quantum field frequency to 50-60 GHz and set the power density to 3-5 mW / cm². 2 The pulse mode uses a short square wave; During the grouting period, the quantum field frequency was adjusted to cover the vibrational range of AGP starch synthase and sucrose transporter, increasing the power density to 4-6 mW / cm². 2 The pulse mode uses long pulses.

7. The method for rapid crop propagation based on quantum technology according to claim 1, characterized in that: The synergistic effect in step S4 is specifically as follows: When the quantum field activates the quantum coherence of the PSII complex manganese cluster, it simultaneously increases the intensity of red light in the 660nm band and the CO2 concentration; when the quantum field accelerates the activity of VRN protein, it fine-tunes the temperature to the suitable vernalization range of 10-15℃; when the quantum field enhances the activity of sucrose transport protein, it increases the supply of potassium fertilizer and controls the humidity to 60%-70%.

8. The method for rapid crop propagation based on quantum technology according to claim 1, characterized in that: When dynamically adjusting the quantum field parameters in step S3, the dimension with the lowest matching degree in step S2 is corrected first. If the total matching degree is low, the dimension with the largest deviation is locked, and its corresponding quantum field parameters are adjusted first. Then, the phased targeted optimization is completed in combination with the core physiological needs of wheat growth stage. After each adjustment, steps S1 and S2 are re-executed until the total matching degree reaches a high matching level.

9. A rapid crop propagation device based on quantum technology, comprising a rapid crop propagation method based on quantum technology according to any one of claims 1-8, characterized in that, Includes modules: The breeding chamber forms a closed or semi-closed controllable space that shields against external electromagnetic interference. The quantum field generation module, located inside the breeding chamber, is used to generate quantum fields with adjustable frequencies from 1-100 GHz and power densities from 0.1-20 mW / cm². 2 Controllable quantum coherent fields; The quantum sensing module, located inside the breeding chamber, includes a diamond NV color center sensor, a quantum dot fluorescence sensor, and a superconducting quantum interference device, used to collect quantum field parameters and crop quantum-scale physiological signals in real time. The feedback control system is connected to the quantum sensing module for analyzing the collected data and calculating the quantum field matching score. The environmental collaborative control module communicates with the feedback control system to regulate light, temperature, CO2 concentration, and water and fertilizer parameters. The quantum field generation module receives adjustment instructions from the feedback control system to dynamically optimize the output parameters, and the environmental coordination and regulation module synchronously adjusts macroscopic environmental factors according to the activation state of the quantum field.

10. The method for rapid crop propagation based on quantum technology according to claim 9, characterized in that: The quantum field generation module and the quantum sensing module form a spatially coordinated layout. The quantum field generation module uses a phased array antenna composed of 6-18 microstrip patches with a spacing of 3-5cm. Through beamforming technology, the quantum field is uniformly covered in the wheat tillering area and canopy in the breeding chamber. The quantum dot fluorescence sensor is precisely attached to both sides of the main vein on the back of the wheat leaf, avoiding the vein and with a spacing of 1.5-2cm.

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