Ecological product value implementation path visualization method and system based on digital twinning

Abstract

The invention relates to the technical field of ecological product values, and discloses an ecological product value realization path visualization method and system based on digital twinning, and the method comprises the steps: obtaining a to-be-evaluated ecological product set, and carrying out the following operations on each ecological product in the ecological product set: determining a production region group of the ecological products, sequentially extracting a production area from the production area group, and executing the following operations on the extracted production area: obtaining ecological monitoring data of an ecological product in the production area, calculating the ecological value of the product, obtaining an optimal sales area, determining a value realization path, and obtaining a value realization path group set corresponding to the ecological product set, and importing the value realization path set into a digital twinning module to obtain a visual model, and completing digital twinning-based ecological product value realization path visualization based on the visual model. According to the invention, the value realization path of the ecological product can be dynamically optimized.

Description

Technical Field

[0001] The present invention relates to the technical field of ecological product value, and in particular, to a visualization method, system, electronic device, and computer-readable storage medium for realizing the value of ecological products based on digital twins. Background Art

[0002] Digital twin refers to a technology that combines a physical entity with its digital model. Through real-time data collection, simulation, and analysis, the digital twin can accurately map the state, behavior, and performance of the physical entity in the virtual space. An ecological product refers to a product with characteristics such as sustainability, environmental protection, and efficient resource utilization. The value realization path refers to the process of realizing the economic, environmental, and social values of ecological products throughout their entire life cycle from design, production, sales to use, maintenance, and disposal.

[0003] Although the development and promotion of ecological products are of great significance, in practical applications, many enterprises and organizations rely on manual management and experience-based decision-making, which are inefficient and error-prone. At the same time, although some simulation tools can simulate the performance of ecological products, they lack real-time data support and cannot dynamically adjust and optimize the path. Therefore, how to dynamically optimize the value realization path of ecological products is a technical problem that urgently needs to be solved. Summary of the Invention

[0004] The present invention provides a visualization method and a computer-readable storage medium for realizing the value of ecological products based on digital twins, and its main purpose is to dynamically optimize the value realization path of ecological products and promote the sustainable development of ecological products.

[0005] To achieve the above object, a visualization method for realizing the value of ecological products based on digital twins provided by the present invention includes:

[0006] Obtain a set of ecological products to be evaluated, where the set of ecological products includes multiple ecological products, and perform the following operations on each ecological product in the set of ecological products:

[0007] Determine the production area group of the ecological product, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area:

[0008] Obtain the ecological monitoring data of the ecological product in the production area, where the ecological monitoring data includes: a plurality of initial monitoring data;

[0009] Calculate the ecological value of the product according to the ecological monitoring data;

[0010] Summarize the ecological values of the products to obtain a set of product ecological values, where one product ecological value corresponds to one production area and one ecological product;

[0011] Extract the optimized product ecological value set from the product ecological value set in sequence, and perform the following operations on each optimized product ecological value in the optimized product ecological value set:

[0012] Obtain the optimal sales area based on the optimized product ecological value, and determine the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area;

[0013] Summarize the value realization paths to obtain the value realization path group corresponding to the optimized product ecological value set;

[0014] Summarize the value realization path groups to obtain the value realization path group set corresponding to the ecological product set;

[0015] Receive the value path visualization instruction, and according to the value path visualization instruction, import the value realization path group set into the pre-constructed digital twin module to obtain a visualization model;

[0016] Complete the visualization of the ecological product value realization path based on the digital twin based on the visualization model.

[0017] Optionally, the obtaining of the ecological monitoring data of the ecological product in the production area includes:

[0018] Obtain multiple monitoring time periods, extract one monitoring time period from the multiple monitoring time periods in sequence, and perform the following operations on the extracted monitoring time period:

[0019] Obtain multiple monitoring time points within the monitoring time period based on a preset detection frequency;

[0020] Extract one monitoring time point from the multiple monitoring time points in sequence, and perform the following operations on the extracted monitoring time point:

[0021] Perform soil environment monitoring on the production area based on the monitoring time point to obtain initial environmental data, where the soil environment monitoring includes: precipitation and light duration;

[0022] Perform carbon dioxide concentration detection on the production area to obtain the carbon dioxide concentration, and calculate the carbon sequestration and oxygen release value of the ecological product according to the carbon dioxide concentration;

[0023] Summarize the initial environmental data and the carbon sequestration and oxygen release value to obtain the environmental data corresponding to the multiple monitoring time points;

[0024] Obtain the product growth image corresponding to the monitoring time period, and identify the product growth image according to the environmental data corresponding to the multiple monitoring time points to obtain the initial monitoring data corresponding to the monitoring time period;

[0025] Summarize the initial monitoring data corresponding to the multiple monitoring time periods to obtain the ecological monitoring data in the production area.

[0026] Optionally, the calculating the carbon sequestration and oxygen release value of the ecological product according to the carbon dioxide concentration includes:

[0027] Obtain the carbon dioxide molecular weight according to the carbon dioxide concentration, and calculate the carbon sequestration and oxygen release value of the ecological product by using the pre-constructed shadow price method formula and the carbon dioxide molecular weight, where the shadow price method formula is as follows:

[0028]

[0029] Among them, G ty represents the carbon sequestration and oxygen release value, J c represents the preset unit carbon price, represents the carbon dioxide molecular weight, M c represents the preset carbon atomic weight, NEP represents the net ecosystem productivity, represents the preset unit oxygen price.

[0030] Optionally, the calculating the ecological value of the product according to the ecological monitoring data includes:

[0031] Calculate the ecological value of the product by using the pre-constructed product ecological value formula and the ecological monitoring data, where the product ecological value formula is as follows:

[0032]

[0033] Among them, H represents the ecological value of the product, G ty,i represents the carbon sequestration and oxygen release value of the i-th monitoring time period among the multiple monitoring time periods, W q,i represents the precipitation of the i-th monitoring time period among the multiple monitoring time periods, B d,i represents the light duration of the i-th monitoring time period among the multiple monitoring time periods, d s,i represents the product sales unit price of the i-th sales area, C t,i represents the product transportation cost of the i-th sales area, D d,i represents the market demand of the i-th sales area.

[0034] Optionally, the obtaining the optimal sales area based on the optimized ecological value of the product includes:

[0035] Determine the sales area group with the optimized ecological value of the product, sequentially extract one sales area from the sales area group, and perform the following operations on the extracted sales area:

[0036] Obtain the product transportation cost based on the sales area and the production area, and obtain the product sales value of the sales area;

[0037] Confirm the product economic value based on the product sales value and the product transportation cost, and summarize the product economic value to obtain the product economic value group corresponding to the sales area group;

[0038] Extract the optimal product economic value from the product economic value group, and identify the optimal sales area corresponding to the optimal product economic value.

[0039] Optionally, obtaining the product sales value of the sales area includes:

[0040] Obtain the product sales volume and the product unit sales price of the sales area, and calculate the product sales value according to the pre-constructed product sales value formula, the product sales volume, and the product unit sales price. The product sales value formula is as follows:

[0041] Q = (d - p) × R - k

[0042] Where Q represents the product sales value, d represents the product unit sales price, p represents the preset variable cost, R represents the product sales volume, and k represents the preset fixed cost.

[0043] Optionally, the confirmation of the product economic value based on the product sales value and the product transportation cost includes:

[0044] Calculate the product economic value by using the pre-constructed product economic value formula, the product sales value, and the product transportation cost. The product economic value formula is as follows:

[0045] C p = (Q × (1 - S 1 )) - (C y + C c + C w ) - (C h × W z ) - S 2

[0046] Where C p represents the product economic value, S 1 represents the preset sales tax rate, C y represents the product transportation cost, C c represents the preset warehousing cost, C w represents the preset logistics loss cost, C h represents the preset maintenance cost, W z represents the preset maintenance cycle, S 2 represents the preset market penetration rate.

[0047] Optionally, the method for determining the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area includes:

[0048] Import the production area and the optimal sales area into a pre-constructed geographic information system to obtain an initial value path set;

[0049] Extract an initial value path from the initial value path set in sequence, and perform the following operations on each of the extracted initial value paths:

[0050] Obtain the path parameters of the initial value path, where the path parameters include: path length, path congestion, path weather, and required time;

[0051] Obtain a path parameter weight set according to the path parameters, where the path parameter weight set includes: path length weight, path congestion weight, path weather weight, and required time weight;

[0052] Calculate the comprehensive score value of the initial value path according to the path parameter weight set and the path parameters;

[0053] If it is confirmed that the comprehensive score value is less than the preset standard comprehensive score threshold, then remove the initial value path corresponding to the comprehensive score value from the initial value path set, summarize the remaining initial value paths to obtain a candidate value path set, use the candidate value path set as the initial value path set, and return to the step of extracting an initial value path from the initial value path set in sequence until the comprehensive score value is greater than or equal to the preset standard comprehensive score threshold to obtain the value realization path.

[0054] Optionally, the calculation formula of the comprehensive score value is as follows:

[0055]

[0056] Among them, Z represents the comprehensive score value, w l represents the path length weight, w y represents the path congestion weight, Y represents the path congestion of the initial value path, w i represents the path weather, I represents the path weather of the initial value path, w x represents the required time weight, X represents the required time of the initial value path, and L represents the path length of the initial value path.

[0057] To achieve the above object, the present invention also provides a visualization system for the ecological product value realization path based on digital twin, including:

[0058] The ecological product value acquisition module is used to acquire a set of ecological products to be evaluated. Among them, the set of ecological products includes multiple ecological products. The following operations are performed on each ecological product in the set of ecological products: Determine the production area group of the ecological product, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area: Acquire the ecological monitoring data of the ecological product in the production area. Among them, the ecological monitoring data includes: multiple initial monitoring data, calculate the product ecological value according to the ecological monitoring data, and summarize the product ecological value to obtain a set of product ecological values. Among them, one product ecological value corresponds to one production area and one ecological product;

[0059] The optimal sales area module is used to sequentially extract an optimized set of product ecological values from the set of product ecological values, and perform the following operations on each optimized product ecological value in the optimized set of product ecological values: Obtain the optimal sales area based on the optimized product ecological value, determine the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area, and summarize the value realization paths to obtain a group of value realization paths corresponding to the optimized set of product ecological values;

[0060] The value realization path generation module is used to summarize the group of value realization paths to obtain a set of groups of value realization paths corresponding to the set of ecological products;

[0061] The value path visualization module is used to receive a value path visualization instruction. According to the value path visualization instruction, import the set of groups of value realization paths into a pre-constructed digital twin module to obtain a visualization model, and complete the visualization of the ecological product value realization path based on the digital twin based on the visualization model.

[0062] To solve the above problems, the present invention also provides an electronic device, and the electronic device includes:

[0063] A memory that stores at least one instruction;

[0064] A processor that executes the instructions stored in the memory to implement the above-mentioned method for visualizing the ecological product value realization path based on digital twin.

[0065] To solve the above problems, the present invention also provides a computer-readable storage medium, in which at least one instruction is stored, and the at least one instruction is executed by a processor in an electronic device to implement the above-mentioned method for visualizing the ecological product value realization path based on digital twin.

[0066] To solve the problems described in the background art, the present invention obtains an ecological product set to be evaluated, where the ecological product set includes multiple ecological products, and the following operations are performed on each ecological product in the ecological product set: By centrally managing and evaluating multiple ecological products, the present invention can systematically analyze and optimize the value realization path of the entire ecological product set, improve the overall efficiency and benefit, determine the production area group of the ecological products, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area: By clarifying the production area of each ecological product, the present invention can finely manage the production process in different areas, ensure the production quality of each area, and at the same time provide a basis for subsequent data collection and analysis, obtain the ecological monitoring data of the ecological product in the production area, where the ecological monitoring data includes: multiple initial monitoring data. By collecting data at multiple monitoring time periods and high-frequency monitoring time points, and combining soil environment monitoring and carbon dioxide concentration detection, the present invention comprehensively and finely obtains the environmental data and carbon sequestration and oxygen release value of the ecological product, and forms systematic ecological monitoring data through product growth image identification, ensuring the accuracy and reliability of the evaluation, calculate the product ecological value according to the ecological monitoring data. By calculating the ecological monitoring data, the present invention can quantify the ecological value of each ecological product, providing a basis for subsequent optimization and decision-making, summarize the product ecological values to obtain a product ecological value set, where one product ecological value corresponds to one production area and one ecological product. By summarizing the product ecological values of each production area, the present invention helps to identify the production efficiency and ecological benefits in different areas, extract an optimized product ecological value set from the product ecological value set, and perform the following operations on each optimized product ecological value in the optimized product ecological value set: Extracting the optimized product ecological value set can screen out excellent ecological products, providing a basis for determining the subsequent sales area and value realization path, obtain the optimal sales area based on the optimized product ecological value, and determine the value realization path of the production area corresponding to the optimized product ecological value. By determining the optimal sales area, the present invention can optimize the sales strategy of ecological products, improve market competitiveness and sales volume, summarize the value realization paths to obtain the value realization path group corresponding to the optimized product ecological value set. By summarizing the value realization paths, the present invention can systematically manage the value realization process of each optimized product, ensuring the maximization of the value of each product, summarize the value realization path groups to obtain the value realization path group set corresponding to the ecological product set. By summarizing the value realization path groups of the ecological product set, the present invention can form a global value realization path system, facilitating overall management and optimization, and helping to improve the value realization efficiency of the entire ecological product set, receive a value path visualization instruction, and according to the value path visualization instruction, import the value realization path group set into a pre-constructed digital twin module to obtain a visualization model. By importing the value realization path group set into the digital twin module, the present inventionIt can generate an intuitive visualization model for easy user understanding and analysis. Based on the visualization model, it realizes the visualization of the value realization path of ecological products based on digital twins. Through visualization technology, complex paths and data are presented in a graphical way for easy user intuitive observation and analysis. Therefore, the present invention can dynamically optimize the value realization path of ecological products and promote the sustainable development of ecological products. BRIEF DESCRIPTION OF THE DRAWINGS

[0067] Figure 1 FIG. is a schematic flowchart of a method for visualizing the value realization path of ecological products based on digital twins provided by an embodiment of the present invention;

[0068] Figure 2 FIG. is a functional module diagram of a system for visualizing the value realization path of ecological products based on digital twins provided by an embodiment of the present invention;

[0069] Figure 3 FIG. is a schematic structural diagram of an electronic device for implementing the method for visualizing the value realization path of ecological products based on digital twins provided by an embodiment of the present invention.

[0070] DESCRIPTION OF THE REFERENCE NUMERALS

[0071] 1. Electronic device; 10. Processor; 11. Memory; 12. Bus.

[0072] The realization of the purpose, functional features and advantages of the present invention will be further described with reference to the embodiments and the accompanying drawings. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0073] It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0074] An embodiment of the present application provides a method for visualizing the value realization path of ecological products based on digital twins. The execution subject of the method for visualizing the value realization path of ecological products based on digital twins includes but is not limited to at least one of electronic devices such as a server, a terminal, etc. that can be configured to execute the method provided by the embodiment of the present application. In other words, the method for visualizing the value realization path of ecological products based on digital twins can be executed by software or hardware installed on a terminal device or a server device, and the software can be a blockchain platform. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, etc.

[0075] Referring to Figure 1 as shown, it is a schematic flowchart of a method for visualizing the value realization path of ecological products based on digital twins provided by an embodiment of the present invention. In this embodiment, the method for visualizing the value realization path of ecological products based on digital twins includes:

[0076] S1. Obtain the set of ecological products to be evaluated. The set of ecological products includes multiple ecological products. For each ecological product in the set of ecological products, perform the following operations: Determine the production area group of the ecological product.

[0077] It should be noted that the set of ecological products refers to a set composed of ecological products. An ecological product refers to a specific product in the set of ecological products, and each ecological product has a different variety. For example, the ecological product is Chinese cabbage. The determination of the production area group of the ecological product means identifying and defining the set of production areas corresponding to each ecological product. For example, Chinese cabbage is produced on the sunny slope or the shady slope. The production area group refers to the set of multiple production areas in the production process of the ecological product, and the ecological value of each production area of the ecological product in the ecological area group can be calculated, so as to comprehensively evaluate the market value and ecological benefits of the ecological product.

[0078] S2. Sequentially extract a production area from the production area group, and perform the following operations on the extracted production area: Obtain the ecological monitoring data of the ecological product in the production area.

[0079] Specifically, the ecological monitoring data includes: multiple initial monitoring data.

[0080] In detail, the obtaining of the ecological monitoring data of the ecological product in the production area includes:

[0081] Obtain multiple monitoring time periods, sequentially extract a monitoring time period from the multiple monitoring time periods, and perform the following operations on the extracted monitoring time period:

[0082] Obtain multiple monitoring time points within the monitoring time period based on a preset detection frequency;

[0083] Sequentially extract a monitoring time point from the multiple monitoring time points, and perform the following operations on the extracted monitoring time point:

[0084] Conduct soil environment monitoring on the production area based on the monitoring time point to obtain initial environmental data, where the soil environment monitoring includes: precipitation and sunshine duration;

[0085] Detect the carbon dioxide concentration in the production area to obtain the carbon dioxide concentration, and calculate the carbon sequestration and oxygen release value of the ecological product according to the carbon dioxide concentration;

[0086] Summarize the initial environmental data and the carbon sequestration and oxygen release value to obtain the environmental data corresponding to multiple monitoring time points;

[0087] Obtain the product growth image corresponding to the monitoring time period, and identify the product growth image according to the environmental data corresponding to multiple monitoring time points to obtain the initial monitoring data corresponding to the monitoring time period.

[0088] Summarize the initial monitoring data corresponding to the multiple monitoring time periods to obtain the ecological monitoring data in the production area.

[0089] It should be explained that the monitoring time period refers to the time period for ecological monitoring of the production area of ecological products. The setting of the monitoring time period is to systematically collect ecological monitoring data covering the entire growth cycle of the product. The detection frequency refers to the specific time interval for ecological monitoring within a certain monitoring time period. The monitoring time point refers to the specific monitoring time point determined according to the detection frequency within the monitoring time period. The monitoring time point is the actual time point for obtaining environmental data to ensure the accuracy and timeliness of the environmental data. The initial environmental data refers to the data of precipitation and sunshine duration obtained through soil environmental monitoring, which is the basis for evaluating the growth conditions of ecological products and directly affects the growth rate and quality of the products.

[0090] It should be explained that the step of detecting the carbon dioxide concentration in the production area is as follows: Determine the detection points in the production area, and use the carbon dioxide detection equipment carried by the unmanned aerial vehicle to detect the carbon dioxide concentration at the detection points. The carbon dioxide concentration refers to the content of carbon dioxide in the air in the production area. The carbon dioxide concentration affects the photosynthesis efficiency of plants, and thus affects the growth and carbon absorption capacity of ecological products. The value of carbon sequestration and oxygen release refers to an important indicator of the ecological product's absorption of carbon dioxide and release of oxygen through photosynthesis. The environmental data refers to the aggregated data of the initial environmental data and the value of carbon sequestration and oxygen release at all monitoring time points in the production area.

[0091] Importantly, obtaining the growth image of the product corresponding to the monitoring time period means using the shooting device of the unmanned aerial vehicle to take pictures of the production area during the monitoring time period to obtain the growth image of the ecological product. Marking the product growth image according to the environmental data means using the annotation tool to mark the environmental data on the product growth image to enhance the visualization effect of data analysis. The ecological monitoring data refers to the overall data set obtained by summarizing the initial monitoring data within multiple monitoring time periods, which is the basis for evaluating the growth status, environmental impact and ecological benefits of ecological products.

[0092] Specifically, calculating the value of carbon sequestration and oxygen release of ecological products based on the carbon dioxide concentration includes:

[0093] Obtain the carbon dioxide molecular weight according to the carbon dioxide concentration, and use the pre-constructed shadow price method formula and the carbon dioxide molecular weight to calculate the value of carbon sequestration and oxygen release of ecological products. Among them, the shadow price method formula is as follows:

[0094]

[0095] Among them, G ty represents the value of carbon sequestration and oxygen release, Jc represents a preset unit carbon price, represents the molecular weight of carbon dioxide, M c represents a preset carbon atomic weight, and NEP represents net ecosystem productivity, represents a preset unit oxygen price.

[0096] It should be explained that the molecular weight of carbon dioxide refers to the mass of a carbon dioxide molecule, which is the sum of the relative molecular weight and the relative atomic weight. The unit carbon price refers to the market price for obtaining each unit of carbon emission or carbon reduction from the carbon trading market. The unit carbon price is used to quantify the economic value of carbon absorption by ecological products. The carbon atomic weight refers to the mass of a carbon atom. Net ecosystem productivity refers to the net carbon fixation amount obtained by subtracting the carbon released by the respiration of the ecosystem from the total carbon fixed by photosynthesis in the ecosystem, reflecting the ability of the ecosystem to absorb and store carbon. The unit oxygen price refers to the market price per unit of oxygen. In the embodiments of the present invention, the unit in the unit oxygen price is per cubic meter.

[0097] S3. Calculate the ecological value of the product according to the ecological monitoring data.

[0098] Specifically, calculating the ecological value of the product according to the ecological monitoring data includes:

[0099] Calculate the ecological value of the product by using a pre-constructed product ecological value formula and ecological monitoring data. The product ecological value formula is as follows:

[0100]

[0101] where H represents the ecological value of the product, G ty,i represents the carbon sequestration and oxygen release value in the i-th monitoring time period among multiple monitoring time periods, W q,i represents the precipitation in the i-th monitoring time period among multiple monitoring time periods, B d,i represents the sunshine duration in the i-th monitoring time period among multiple monitoring time periods, d s,i represents the unit selling price of the product in the i-th sales area, C t,i represents the transportation cost of the product in the i-th sales area, D d,i represents the market demand in the i-th sales area.

[0102] It should be explained that the ecological value of the product refers to the value of the ecological product to the ecological environment during the production process. The ecological value of the product can measure carbon sequestration and oxygen release, soil and water conservation, and biodiversity protection. Market demand refers to the demand for a specific ecological product in a certain sales area. The higher the demand, the greater the ecological value of the product. A specific ecological product refers to an ecological product sold to a sales area.

[0103] It is understandable that precipitation refers to the rainfall in a certain production area during the monitoring period. Precipitation reflects the water resource supply situation in the production area. Appropriate precipitation may contribute to soil and water conservation and vegetation growth, thereby enhancing the carbon sequestration and oxygen release capacity of the ecosystem. The unit product sales price refers to the selling price of a unit product in the sales area. The sunshine duration refers to the time that a certain production area receives sunlight every day during the monitoring period, and the sunshine duration is obtained through the data of the meteorological observation station.

[0104] S4. Aggregate the ecological values of products to obtain a set of product ecological values, where one product ecological value corresponds to one production area and one ecological product.

[0105] It should be explained that the set of product ecological values refers to the set composed of all product ecological values, which reflects the differences in the ecological values of ecological products in different production areas.

[0106] S5. Sequentially extract an optimized set of product ecological values from the set of product ecological values, and perform the following operations on each optimized product ecological value in the optimized set of product ecological values: Obtain the optimal sales area based on the optimized product ecological value.

[0107] Specifically, the obtaining of the optimal sales area based on the optimized product ecological value includes:

[0108] Determine the sales area group of the optimized product ecological value, sequentially extract a sales area from the sales area group, and perform the following operations on the extracted sales area:

[0109] Obtain the product transportation cost based on the sales area and the production area, and obtain the product sales value of the sales area;

[0110] Confirm the product economic value based on the product sales value and the product transportation cost, aggregate the product economic values, and obtain the product economic value group corresponding to the sales area group;

[0111] Extract the optimal product economic value from the product economic value group, and identify the optimal sales area corresponding to the optimal product economic value.

[0112] It should be noted that the sales area group for determining the optimized ecological value of the product refers to determining the sales area where the sales volume of the ecological product is the largest and the logistics cost is the lowest, and summarizing all the sales areas to obtain the sales area group. The sales area group refers to a set composed of multiple potential sales areas. The product transportation cost refers to the cost generated by transporting the ecological product from the production area to the sales area, including logistics, fuel, labor and other expenses. The product sales value refers to the income that the product sales can bring in the sales area. The product economic value refers to the net income obtained by subtracting the product transportation cost from the product sales value. The product economic value group is a set of product economic values calculated for each sales area in the sales area group.

[0113] Exemplarily, the sales area group has three sales areas, and the corresponding product economic values of each sales area are 1000 yuan, 1500 yuan and 1200 yuan respectively. Then the product economic value group is (1000, 1500, 1200).

[0114] Importantly, extracting the optimal product economic value from the product economic value group means comparing all the product economic values in the product economic value group and selecting the maximum value as the optimal product economic value.

[0115] Specifically, obtaining the product sales value of the sales area includes:

[0116] Obtaining the product sales volume and product sales unit price of the sales area, and calculating the product sales value according to the pre-constructed product sales value formula, product sales volume and product sales unit price. Among them, the product sales value formula is as follows:

[0117] Q = (d - p) × R - k

[0118] Among them, Q represents the product sales value, d represents the product sales unit price, p represents the preset variable cost, R represents the product sales volume, and k represents the preset fixed cost.

[0119] It should be noted that obtaining the product sales volume and product unit price of the sales area means obtaining the product sales volume and product unit price of the sales area through the sales channels. Among them, the sales channels include: retailers and e-commerce platforms. The product sales volume refers to the sales quantity of the product per unit time in a specific sales area. Optionally, the unit time is one month. The product sales unit price refers to the sales price of the product in the sales area. The variable cost refers to the cost related to the product sales unit price in the process of product production and sales. The higher the variable cost, the higher the product sales unit price. For example, the variable cost includes: raw material cost and packaging cost. The fixed cost refers to the cost that does not change with the sales volume in the process of product production and sales, such as rent, fixed salary, etc.

[0120] Specifically, the confirmation of the product economic value based on the product sales value and the product transportation cost includes:

[0121] Calculating the product economic value by using a pre-constructed product economic value formula, the product sales value, and the product transportation cost. The product economic value formula is as follows:

[0122] C p =(Q×(1 - S 1 )) - (C y + C c + C w ) - (C h ×W z ) - S 2

[0123] Wherein, C p represents the product economic value, S 1 represents the preset sales tax rate, C y represents the product transportation cost, C c represents the preset warehousing cost, C w represents the preset logistics loss cost, C h represents the preset maintenance cost, W z represents the preset maintenance cycle, and S 2 represents the preset market penetration rate.

[0124] It should be explained that the sales tax rate refers to the tax rate that needs to be deducted from the sales value due to national tax policies or other laws and regulations during the product sales process. The warehousing cost refers to all the expenses incurred in storing the product in the warehouse, including warehousing rent and warehousing management expenses. The warehousing rent refers to all the expenses incurred in storing the product in the warehouse. The warehousing management expenses refer to the expenses incurred by the enterprise in managing the warehouse operation.

[0125] Importantly, the logistics loss cost refers to the loss cost caused by damage, etc. during the product transportation process. The logistics loss cost can be obtained by statistically calculating the loss rate in the logistics process based on historical data. The maintenance cost refers to the expenses incurred in keeping the ecological product fresh during the product use process. The maintenance cycle refers to the time interval between two consecutive product maintenances. For example, if the first maintenance time is 8:00 am on January 20, 2025, and the second maintenance time is 9:00 am on January 20, 2025, and the time interval between the first maintenance time and the second maintenance time is 1 hour, then this 1 hour is the maintenance cycle.

[0126] It should also be explained that the market penetration rate refers to the sales share of a product in the target market, that is, the proportion of the number of consumers who have purchased the product to the total number of potential consumers. The total number of potential consumers refers to the total number of consumers in the market who are interested in the product and have the ability to purchase it.

[0127] S6. Determine the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area.

[0128] Specifically, the determining the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area includes:

[0129] Import the production area and the optimal sales area into a pre-constructed geographic information system to obtain an initial value path set;

[0130] Extract an initial value path from the initial value path set in sequence, and perform the following operations on each of the extracted initial value paths:

[0131] Obtain the path parameters of the initial value path, where the path parameters include: path length, path congestion, path weather, and required time;

[0132] Obtain a path parameter weight set according to the path parameters, where the path parameter weight set includes: path length weight, path congestion weight, path weather weight, and required time weight;

[0133] Calculate the comprehensive score value of the initial value path according to the path parameter weight set and the path parameters;

[0134] If it is confirmed that the comprehensive score value is less than the preset standard comprehensive score threshold, then remove the initial value path corresponding to the comprehensive score value from the initial value path set, summarize the remaining initial value paths to obtain a candidate value path set, use the candidate value path set as the initial value path set, and return to the step of extracting an initial value path from the initial value path set in sequence until the comprehensive score value is greater than or equal to the preset standard comprehensive score threshold to obtain the value realization path.

[0135] It should be explained that the geographic information system refers to a system used for collecting, storing, analyzing, and displaying geospatial data, and is used to generate all initial value path sets from the production area to the optimal sales area. The initial value path set refers to the set of all paths from the production area to the optimal sales area generated by the geographic information system, and is used to provide multiple path options for further screening and optimizing the initial value path set. The initial value path refers to a specific path in the initial value path set, representing a path from the production area to the optimal sales area.

[0136] Importantly, the step of obtaining the path parameter weight set according to the path parameters is as follows: normalize all path parameters to obtain normalized parameters, and calculate the information entropy of the normalized parameters to obtain the path parameter weight set. The technique of calculating the information entropy of the normalized parameters is a prior art and will not be elaborated here. The standard comprehensive scoring threshold refers to a preset value used as the lowest scoring criterion for screening the initial value paths. The candidate value path set refers to the set of initial value paths whose comprehensive scores are higher than or equal to the standard comprehensive scoring threshold after screening the initial value path set. The value realization path refers to the path with the maximum comprehensive score value in the candidate value path set and is the first occurrence of the maximum value.

[0137] Specifically, the calculation formula of the comprehensive score value is as follows:

[0138]

[0139] where Z represents the comprehensive score value, w l represents the path length weight, w y represents the path congestion weight, Y represents the path congestion of the initial value path, w i represents the path weather, I represents the path weather of the initial value path, w x represents the required time weight, X represents the required time of the initial value path, and L represents the path length of the initial value path.

[0140] It should be explained that the sum of the path length weight, path congestion weight, path weather weight, and required time weight is 1. The path length weight is a parameter that adjusts the influence degree of the path length on the comprehensive score value. The greater the path length weight, the greater the influence degree on the comprehensive score value. The path congestion weight is a parameter that adjusts the influence degree of the path congestion on the comprehensive score value. The greater the path congestion weight, the greater the influence degree on the comprehensive score value. The path weather weight is a parameter that adjusts the influence degree of the path weather on the comprehensive score value. The greater the path congestion weight, the greater the influence degree on the comprehensive score value. The required time weight is a parameter that adjusts the influence degree of the required time of the path on the comprehensive score value. The greater the required time weight, the greater the influence degree on the comprehensive score value. The comprehensive score value refers to the value of the path quality score calculated according to the path parameters and the path parameter weight set. The comprehensive score value is used to evaluate the quality of the path and serves as the basis for screening the initial value paths.

[0141] S7. Summarize the value realization paths to obtain the value realization path group corresponding to the optimized product ecological value set, and summarize the value realization path group to obtain the value realization path group set corresponding to the ecological product set.

[0142] It should be noted that the value realization path refers to the specific path for the ecological value of an optimized product to be realized from the production area to the sales area. The value realization path group refers to the set of value realization paths related to the ecological value set of an optimized product, including the specific paths of the ecological value of the optimized product in different production areas and sales areas.

[0143] S8. Receive the value path visualization instruction. According to the value path visualization instruction, import the value realization path group set into the pre-built digital twin module to obtain a visualization model.

[0144] It should be noted that the value path visualization instruction is issued manually and is a specific command used to guide the system on how to convert the value realization path of the ecological product into a visualization model. The value realization path group set refers to the set of all value realization paths related to the entire ecological product set, which is the overall path information summarized after starting from the ecological product set, passing through multiple production areas, sales areas, and ecological value calculations. The digital twin module refers to the module used to simulate the value realization path of the ecological product.

[0145] S9. Complete the visualization of the ecological product value realization path based on the digital twin using the visualization model.

[0146] It should be noted that the visualization model refers to the module that generates an intuitive graphical representation after processing the value realization path group set through the digital twin module. By means of visualization, it helps users quickly understand the value realization path of the ecological product, and users can more quickly identify the optimization points in the path.

[0147] To solve the problems described in the background art, the present invention obtains an ecological product set to be evaluated, where the ecological product set includes multiple ecological products, and the following operations are performed on each ecological product in the ecological product set: By centrally managing and evaluating multiple ecological products, the present invention can systematically analyze and optimize the value realization path of the entire ecological product set, improve the overall efficiency and benefits, determine the production area group of the ecological products, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area: By clarifying the production area of each ecological product, the present invention can manage the production process of different areas in a refined manner, ensure the production quality of each area, and at the same time provide a basis for subsequent data collection and analysis, obtain the ecological monitoring data of the ecological product in the production area, where the ecological monitoring data includes: multiple initial monitoring data. By collecting data at multiple monitoring time periods and high-frequency monitoring time points, and combining soil environment monitoring and carbon dioxide concentration detection, the present invention comprehensively and precisely obtains the environmental data and carbon sequestration and oxygen release value of the ecological product, and forms a systematic ecological monitoring data through product growth image identification, ensuring the accuracy and reliability of the evaluation, calculate the product ecological value according to the ecological monitoring data. By calculating the ecological monitoring data, the present invention can quantify the ecological value of each ecological product, providing a basis for subsequent optimization and decision-making, summarize the product ecological value to obtain a product ecological value set, where one product ecological value corresponds to one production area and one ecological product. By summarizing the product ecological value of each production area, the present invention helps to identify the production efficiency and ecological benefits of different areas, extract an optimized product ecological value set from the product ecological value set, and perform the following operations on each optimized product ecological value in the optimized product ecological value set: By extracting the optimized product ecological value set, the present invention can screen out excellent ecological products, providing a basis for determining the subsequent sales area and value realization path, obtain the optimal sales area based on the optimized product ecological value, and determine the value realization path of the production area corresponding to the optimized product ecological value. By determining the optimal sales area, the present invention can optimize the sales strategy of ecological products, improve market competitiveness and sales volume, summarize the value realization path to obtain the value realization path group corresponding to the optimized product ecological value set. By summarizing the value realization path, the present invention can systematically manage the value realization process of each optimized product, ensuring the maximization of the value of each product, summarize the value realization path group to obtain the value realization path group set corresponding to the ecological product set. By summarizing the value realization path group of the ecological product set, the present invention can form a global value realization path system, facilitating overall management and optimization, and helping to improve the value realization efficiency of the entire ecological product set, receive a value path visualization instruction, and according to the value path visualization instruction, import the value realization path group set into a pre-constructed digital twin module to obtain a visualization model. By importing the value realization path group set into the digital twin module, the present inventionIt can generate an intuitive visualization model for easy user understanding and analysis. Based on the visualization model, it completes the visualization of the value realization path of ecological products based on digital twins. Through visualization technology, complex paths and data are presented in a graphical manner for easy user intuitive observation and analysis. Therefore, the present invention can dynamically optimize the value realization path of ecological products and promote the sustainable development of ecological products.

[0148] As Figure 2 shown, it is a functional module diagram of a visualization system for the value realization path of ecological products based on digital twins provided by an embodiment of the present invention.

[0149] The visualization system 100 for the value realization path of ecological products based on digital twins according to the present invention can be installed in an electronic device. According to the functions achieved, the visualization system 100 for the value realization path of ecological products based on digital twins can include an ecological product value acquisition module 101, an optimal sales area module 102, a value realization path generation module 103, and a value path visualization module 104. The modules in the present invention can also be referred to as units, which refer to a series of computer program segments that can be executed by a processor of an electronic device and can complete fixed functions, and are stored in the memory of the electronic device;

[0150] The ecological product value acquisition module 101 is used to acquire a set of ecological products to be evaluated. Among them, the set of ecological products includes multiple ecological products. The following operations are performed on each ecological product in the set of ecological products: Determine the production area group of the ecological product, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area: Acquire the ecological monitoring data of the ecological product in the production area, where the ecological monitoring data includes: multiple initial monitoring data, calculate the product ecological value according to the ecological monitoring data, and summarize the product ecological value to obtain a set of product ecological values, where one product ecological value corresponds to one production area and one ecological product;

[0151] The optimal sales area module 102 is used to sequentially extract an optimized set of product ecological values from the set of product ecological values. The following operations are performed on each optimized product ecological value in the optimized set of product ecological values: Obtain the optimal sales area based on the optimized product ecological value, determine the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area, and summarize the value realization paths to obtain a set of value realization paths corresponding to the optimized set of product ecological values;

[0152] The value realization path generation module 103 is used to summarize the set of value realization paths to obtain a set of sets of value realization paths corresponding to the set of ecological products;

[0153] The value path visualization module 104 is configured to receive a value path visualization instruction. According to the value path visualization instruction, it imports the value realization path set into a pre-built digital twin module to obtain a visualization model, and completes the visualization of the ecological product value realization path based on the digital twin based on the visualization model.

[0154] Specifically, each module in the ecological product value realization path visualization system 100 based on digital twin in the embodiments of the present invention adopts the same technical means as those in the Figure 1 ecological product value realization path visualization method based on digital twin described above, and can produce the same technical effects, which will not be elaborated here.

[0155] As Figure 3 shown, it is a schematic structural diagram of an electronic device for implementing the ecological product value realization path visualization method based on digital twin provided by an embodiment of the present invention.

[0156] The electronic device 1 may include a processor 10, a memory 11, and a bus 12, and may further include a computer program stored in the memory 11 and executable on the processor 10, such as a program for the ecological product value realization path visualization method based on digital twin.

[0157] Among them, the memory 11 includes at least one type of readable storage medium, and the readable storage medium includes flash memory, mobile hard disk, multimedia card, card-type memory (such as SD or DX memory, etc.), magnetic memory, magnetic disk, optical disc, etc. The memory 11 may be an internal storage unit of the electronic device 1 in some embodiments, such as the mobile hard disk of the electronic device 1. The memory 11 may also be an external storage device of the electronic device 1 in other embodiments, such as a plug-in mobile hard disk, a Smart Media Card (SMC), a Secure Digital (SD) card, a Flash Card, etc. equipped on the electronic device 1. Further, the memory 11 also includes the internal storage unit of the electronic device 1 and the external storage device. The memory 11 can be used not only to store application software installed in the electronic device 1 and various types of data, such as the code of the program for the ecological product value realization path visualization method based on digital twin, but also to temporarily store data that has been output or will be output.

[0158] In some embodiments, the processor 10 may be composed of an integrated circuit. For example, it may be composed of a single packaged integrated circuit, or may be composed of multiple packaged integrated circuits with the same or different functions, including one or more central processing units (CPUs), microprocessors, digital processing chips, graphics processors, and combinations of various control chips, etc. The processor 10 is the control core (Control Unit) of the electronic device, connecting various components of the entire electronic device through various interfaces and circuits, and by running or executing programs or modules stored in the memory 11 (such as the program for visualizing the value realization path of ecological products based on digital twins, etc.), and by calling the data stored in the memory 11, to execute various functions of the electronic device 1 and process data.

[0159] The bus 12 may be a peripheral component interconnect (PCI) bus or an extended industry standard architecture (EISA) bus, etc. This bus 12 can be divided into an address bus, a data bus, a control bus, etc. The bus 12 is set to enable connection and communication between the memory 11 and at least one processor 10, etc.

[0160] Figure 3 Only the electronic device with components is shown. Those skilled in the art can understand that Figure 3 the shown structure does not constitute a limitation on the electronic device 1, and it may include fewer or more components than shown, or combine certain components, or have different component arrangements.

[0161] For example, although not shown, the electronic device 1 may further include a power source (such as a battery) for powering each component. Preferably, the power source may be logically connected to the at least one processor 10 through a power management device, so as to implement functions such as charge management, discharge management, and power consumption management through the power management device. The power source may also include any components such as one or more DC or AC power sources, a recharge device, a power failure detection circuit, a power converter or inverter, a power status indicator, etc. The electronic device 1 may also include various sensors, a Bluetooth module, a Wi-Fi module, etc., which will not be elaborated here.

[0162] Furthermore, the electronic device 1 may further include a network interface. Optionally, the network interface may include a wired interface and / or a wireless interface (such as a WI-FI interface, a Bluetooth interface, etc.), which is usually used to establish a communication connection between the electronic device 1 and other electronic devices.

[0163] Optionally, the electronic device 1 may further include a user interface, which may be a display, an input unit (such as a keyboard), and optionally, the user interface may also be a standard wired interface or a wireless interface. Optionally, in some embodiments, the display may be an LED display, a liquid crystal display, a touch liquid crystal display, and an OLED (Organic Light-Emitting Diode) toucher, etc. Among them, the display may also be appropriately referred to as a display screen or a display unit, which is used to display the information processed in the electronic device 1 and to display a visual user interface.

[0164] The program of the method for visualizing the value realization path of ecological products based on digital twins stored in the memory 11 of the electronic device 1 is a combination of multiple instructions, which can be implemented when running in the processor 10:

[0165] Obtain a set of ecological products to be evaluated, where the set of ecological products includes multiple ecological products, and perform the following operations on each ecological product in the set of ecological products:

[0166] Determine the production area group of the ecological product, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area:

[0167] Obtain the ecological monitoring data of the ecological product in the production area, where the ecological monitoring data includes: multiple initial monitoring data;

[0168] Calculate the ecological value of the product according to the ecological monitoring data;

[0169] Summarize the ecological value of the product to obtain a set of ecological values of the product, where one ecological value of the product corresponds to one production area and one ecological product;

[0170] Sequentially extract an optimized set of ecological values of the product from the set of ecological values of the product, and perform the following operations on each optimized ecological value of the product in the optimized set of ecological values of the product:

[0171] Obtain the optimal sales area based on the optimized ecological value of the product, and determine the value realization path of the production area corresponding to the optimized ecological value of the product according to the optimal sales area;

[0172] Summarize the value realization paths to obtain a set of value realization paths corresponding to the optimized set of ecological values of the product;

[0173] Summarize the set of value realization paths to obtain a set of sets of value realization paths corresponding to the set of ecological products;

[0174] Receive the value path visualization instruction. According to the value path visualization instruction, import the value realization path set into the pre-built digital twin module to obtain a visualization model;

[0175] Based on the visualization model, complete the visualization of the ecological product value realization path based on the digital twin.

[0176] Specifically, for the specific implementation method of the above instructions by the processor 10, reference can be made to Figures 1 to 3 the description of the relevant steps in the corresponding embodiment, which will not be elaborated here.

[0177] Furthermore, if the module / unit integrated in the electronic device 1 is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. The computer-readable storage medium can be volatile or non-volatile. For example, the computer-readable medium can include: any entity or device capable of carrying the computer program code, recording medium, USB flash drive, mobile hard disk, magnetic disk, optical disc, computer memory, read-only memory (ROM, Read-Only Memory).

[0178] The present invention also provides a computer-readable storage medium. The readable storage medium stores a computer program, and when the computer program is executed by the processor of the electronic device, it can implement:

[0179] Obtain a set of ecological products to be evaluated, where the set of ecological products includes multiple ecological products, and perform the following operations on each ecological product in the set of ecological products:

[0180] Determine the production area group of the ecological product, sequentially extract a production area from the production area group, and perform the following operations on the extracted production area:

[0181] Obtain the ecological monitoring data of the ecological product in the production area, where the ecological monitoring data includes: multiple initial monitoring data;

[0182] Calculate the product ecological value according to the ecological monitoring data;

[0183] Summarize the product ecological values to obtain a product ecological value set, where one product ecological value corresponds to one production area and one ecological product;

[0184] Sequentially extract an optimized product ecological value set from the product ecological value set, and perform the following operations on each optimized product ecological value in the optimized product ecological value set:

[0185] Obtain the optimal sales area based on the optimized product ecological value, and determine the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area;

[0186] Summarize the value realization paths to obtain the value realization path group corresponding to the optimized product ecological value set;

[0187] Summarize the value realization path groups to obtain the value realization path group set corresponding to the ecological product set;

[0188] Receive the value path visualization instruction. According to the value path visualization instruction, import the value realization path group set into the pre-built digital twin module to obtain a visualization model;

[0189] Complete the visualization of the ecological product value realization path based on the digital twin based on the visualization model.

[0190] In several embodiments provided by the present invention, it should be understood that the disclosed devices, systems, and methods can be implemented in other ways. For example, the system embodiments described above are merely illustrative, and there may be other partitioning methods in actual implementation.

[0191] The modules described as separate components may or may not be physically separated. The components shown as modules may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Some or all of the modules can be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0192] In addition, in each embodiment of the present invention, the functional modules can be integrated in a processing unit, or each unit can exist physically alone, or two or more units can be integrated in one unit. The above integrated unit can be implemented in the form of hardware, or in the form of a hardware plus software functional module.

[0193] For those skilled in the art, it is obvious that the present invention is not limited to the details of the above exemplary embodiments, and without departing from the spirit or basic characteristics of the present invention, the present invention can be implemented in other specific forms.

[0194] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention and not to limit them. Although the present invention has been described in detail with reference to the preferred embodiments, those of ordinary skill in the art should understand that the technical solutions of the present invention can be modified or equivalently replaced without departing from the spirit and scope of the technical solutions of the present invention.

Claims

1. A method for visualizing the path of realizing the value of ecological products based on digital twins, characterized in that: The method comprises: Get the ecological product set to be evaluated, where the ecological product set includes multiple ecological products. Perform the following operations on each ecological product in the ecological product set: Determine the production area group of the ecological product, extract one production area from the production area group in turn, and perform the following operations on the extracted production areas: Acquiring ecological monitoring data of the ecological product in the production area, wherein the ecological monitoring data includes: a plurality of initial monitoring data; Calculate the ecological value of products based on ecological monitoring data; Summarize the product ecological values ​​to obtain the product ecological value set, where one product ecological value corresponds to one production area and one ecological product; The optimized product ecological value set is extracted from the product ecological value set in sequence, and the following operations are performed on each optimized product ecological value in the optimized product ecological value set: Obtaining the optimal sales area based on the optimized product ecological value, and determining the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area; Summarize the value realization paths to obtain the value realization path group corresponding to the optimized product ecological value set; Summarize the value realization path groups to obtain the value realization path group set corresponding to the ecological product set; Receive a value path visualization instruction, and import the value realization path group set into a pre-built digital twin module according to the value path visualization instruction to obtain a visualization model; Complete the visualization of the value realization path of ecological products based on digital twins based on the visualization model.

2. The method for visualizing the path of realizing the value of ecological products based on digital twins according to claim 1, characterized in that: The obtaining of ecological monitoring data of the ecological product in the production area includes: Get multiple monitoring time periods, extract one monitoring time period from the multiple monitoring time periods in turn, and perform the following operations on each of the extracted monitoring time periods: Acquire multiple monitoring time points within a monitoring period based on a preset detection frequency; Extract one monitoring time point from the multiple monitoring time points in sequence, and perform the following operations on each of the extracted monitoring time points: Based on the monitoring time point, soil environment monitoring is performed on the production area to obtain initial environmental data, wherein the soil environment monitoring includes: precipitation and sunshine duration; Conducting carbon dioxide concentration testing in the production area to obtain the carbon dioxide concentration, and calculating the carbon fixation and oxygen release value of the ecological product based on the carbon dioxide concentration; Summarize the initial environmental data and carbon fixation and oxygen release values ​​to obtain the environmental data corresponding to multiple monitoring time points; Acquire a product growth image corresponding to the monitoring time period, mark the product growth image according to environmental data corresponding to multiple monitoring time points, and obtain initial monitoring data corresponding to the monitoring time period; The initial monitoring data corresponding to the multiple monitoring time periods are aggregated to obtain ecological monitoring data in the production area.

3. The method for visualizing the path of realizing the value of ecological products based on digital twins as claimed in claim 2, characterized in that: The carbon fixation and oxygen release value of ecological products calculated according to carbon dioxide concentration includes: The molecular weight of carbon dioxide is obtained according to the carbon dioxide concentration, and the carbon fixation and oxygen release value of ecological products is calculated using the pre-built shadow price method formula and the molecular weight of carbon dioxide. The shadow price method formula is as follows: Among them, G ty Indicates the carbon fixation and oxygen release value, J c represents the preset unit carbon price, Represents the molecular weight of carbon dioxide, M c represents the preset carbon atomic mass, NEP represents the net ecosystem productivity, Indicates the preset unit oxygen price.

4. The method for visualizing the path of realizing the value of ecological products based on digital twins as claimed in claim 3 is characterized in that: The calculation of the product ecological value based on ecological monitoring data includes: The product ecological value is calculated using the pre-built product ecological value formula and ecological monitoring data. The product ecological value formula is as follows: Among them, H represents the ecological value of the product, G ty,i represents the carbon fixation and oxygen release value of the ith monitoring time period among multiple monitoring time periods, W q,i represents the precipitation in the ith monitoring period among multiple monitoring periods, B d,i represents the illumination duration of the ith monitoring time period among multiple monitoring time periods, d s,i represents the unit price of the product in the i-th sales area, C t,i represents the product transportation cost of the i-th sales area, D d,i Represents the market demand of the i-th sales area.

5. The method for visualizing the path of realizing the value of ecological products based on digital twins as claimed in claim 4, characterized in that: The method of obtaining the best sales area based on optimizing the ecological value of the product includes: Determine a sales area group that optimizes the ecological value of the product, extract one sales area from the sales area group in turn, and perform the following operations on each of the extracted sales areas: Obtain product transportation costs based on sales regions and production regions, and obtain product sales values ​​in the sales regions; Determine the economic value of the product based on the product sales value and the product transportation cost, and summarize the product economic value to obtain the product economic value group corresponding to the sales area group; The optimal product economic value is extracted from the product economic value group, and the optimal sales area corresponding to the optimal product economic value is identified.

6. The method for visualizing the path of realizing the value of ecological products based on digital twins according to claim 5, characterized in that: The obtaining of the product sales value of the sales area includes: Get the product sales volume and product sales unit price in the sales area, and calculate the product sales value based on the pre-built product sales value formula, product sales volume and product sales unit price. The product sales value formula is as follows: Q=(dp)×Rk Among them, Q represents the product sales value, d represents the product sales unit price, p represents the preset variable cost, R represents the product sales volume, and k represents the preset fixed cost.

7. The method for visualizing the path of realizing the value of ecological products based on digital twins according to claim 6, characterized in that: The economic value of the product is determined based on the product sales value and product transportation costs, including: The product economic value is calculated using the pre-built product economic value formula, product sales value, and product transportation cost. The product economic value formula is as follows: C p =(Q×(1-S1))-(C y +C c +C w )-(C h ×W z )-S2 Among them, C p represents the economic value of the product, S1 represents the preset sales tax rate, C y represents the product transportation cost, C c represents the preset storage cost, C w represents the preset logistics loss cost, C h represents the preset maintenance cost, W z represents the preset maintenance cycle, and S2 represents the preset market penetration rate.

8. The method for visualizing the path of realizing the value of ecological products based on digital twins according to claim 7, characterized in that: The determining of the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area includes: Importing the production area and the optimal sales area into a pre-built geographic information system to obtain an initial value path set; Extract one initial value path from the initial value path set in turn, and perform the following operations on each of the extracted initial value paths: Obtaining path parameters of the initial value path, wherein the path parameters include: path length, path congestion, path weather and required time; Acquire a path parameter weight set according to the path parameters, wherein the path parameter weight set includes: path length weight, path congestion weight, path weather weight and required time weight; Calculate the comprehensive score of the initial value path based on the path parameter weight set and the path parameters; If it is confirmed that the comprehensive score value is less than the preset standard comprehensive score threshold, the initial value path corresponding to the comprehensive score value will be eliminated from the initial value path set, and the retained initial value paths will be summarized to obtain a candidate value path set. The candidate value path set will be used as the initial value path set, and the step of extracting one initial value path from the initial value path set in turn will be returned until the comprehensive score value is greater than or equal to the preset standard comprehensive score threshold to obtain the value realization path.

9. The method for visualizing the path for realizing the value of ecological products based on digital twins as claimed in claim 8, characterized in that: The calculation formula of the comprehensive score is as follows: Among them, Z represents the comprehensive score, w l represents the path length weight, w y represents the path congestion weight, Y represents the path congestion of the initial value path, and w i represents the path weather, I represents the path weather of the initial value path, and w x represents the required time weight, X represents the required time of the initial value path, and L represents the path length of the initial value path.

10. A digital twin-based ecological product value realization path visualization system, characterized in that: The system comprises: The ecological product value acquisition module is used to obtain the ecological product set to be evaluated, wherein the ecological product set includes multiple ecological products, and the following operations are performed on each ecological product in the ecological product set: determine the production area group of the ecological product, extract a production area from the production area group in turn, and perform the following operations on the extracted production areas: obtain the ecological monitoring data of the ecological product in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data, calculate the product ecological value according to the ecological monitoring data, summarize the product ecological value, and obtain the product ecological value set, wherein one product ecological value corresponds to one production area and one ecological product; The optimal sales area module is used to extract the optimized product ecological value set from the product ecological value set in sequence, and perform the following operations on each optimized product ecological value in the optimized product ecological value set: obtain the optimal sales area based on the optimized product ecological value, determine the value realization path of the production area corresponding to the optimized product ecological value according to the optimal sales area, summarize the value realization paths, and obtain the value realization path group corresponding to the optimized product ecological value set; The value realization path generation module is used to aggregate the value realization path groups and obtain the value realization path group set corresponding to the ecological product set; The value path visualization module is used to receive value path visualization instructions, import the value realization path set into the pre-built digital twin module according to the value path visualization instructions, obtain the visualization model, and complete the visualization of the value realization path of the digital twin-based ecological product based on the visualization model.

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