A Visualization Method and System for Realizing the Value of Ecosystem Products Based on Digital Twins

Abstract

This invention relates to the field of ecological product value technology, and provides a method and system for visualizing the value realization path of ecological products based on digital twins. The method includes: acquiring a set of ecological products to be evaluated; performing the following operations on each ecological product in the set: determining a production area group for the ecological products; sequentially extracting one production area from the production area group; and performing the following operations on each extracted production area: acquiring ecological monitoring data of the ecological products in the production areas; calculating the ecological value of the products; obtaining the optimal sales area; determining the value realization path; obtaining a set of value realization paths corresponding to the ecological product set; importing the set of value realization paths into a digital twin module to obtain a visualization model; and completing the visualization of the value realization path of ecological products based on the digital twin based on the visualization model. This invention can dynamically optimize the value realization path of ecological products.

Description

Technical Field

[0001] This invention relates to the field of ecological product value technology, and in particular to a method, system, electronic device, and computer-readable storage medium for visualizing the path to realize the value of ecological products based on digital twins. Background Technology

[0002] Digital twins are a technology that combines a physical entity with its digital model. Through real-time data acquisition, simulation, and analysis, digital twins can accurately map the state, behavior, and performance of a physical entity in virtual space. Eco-products refer to products with characteristics such as sustainability, environmental friendliness, and efficient resource utilization. The value realization path refers to the process by which the economic, environmental, and social value of an eco-product is realized throughout its entire lifecycle, from design, production, and sales to use, maintenance, and disposal.

[0003] While the development and promotion of ecological products are of great significance, in practice, many enterprises and organizations rely on manual management and experience-based decision-making, which is inefficient and prone to errors. Furthermore, 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 an urgent technical problem to be solved. Summary of the Invention

[0004] This invention provides a method for visualizing the value realization path of ecological products based on digital twins and a computer-readable storage medium. 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 objectives, this invention provides a method for visualizing the value realization path of ecosystem products based on digital twins, comprising:

[0006] Obtain the set of ecological products to be evaluated, which includes multiple ecological products. Perform the following operations on each ecological product in the set:

[0007] Identify the production area group for the ecological product, extract one production area from the group sequentially, and perform the following operations on each extracted production area:

[0008] Acquire ecological monitoring data of the ecological products in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data;

[0009] Calculate the ecological value of the product based on ecological monitoring data;

[0010] By summarizing the product ecosystem value, we obtain the product ecosystem value set, where each product ecosystem value corresponds to a production area and a corresponding ecosystem product.

[0011] Extract optimized product ecosystem value sets sequentially from the product ecosystem value set, and perform the following operations on each optimized product ecosystem value in the optimized product ecosystem value set:

[0012] Based on optimizing the product ecosystem value to obtain the optimal sales region, the value realization path of the production region corresponding to the optimized product ecosystem value is determined according to the optimal sales region.

[0013] By summarizing the value realization paths, we obtain the value realization path group corresponding to the optimized product ecosystem value set;

[0014] By summarizing the value realization path groups, we obtain the value realization path group set corresponding to the ecological product set;

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

[0016] Visualization models are used to visualize the value realization path of ecosystem products based on digital twins.

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

[0018] Obtain multiple monitoring time periods, extract a monitoring time period from each of the multiple monitoring time periods, and perform the following operations on each extracted monitoring time period:

[0019] Multiple monitoring time points within a monitoring period are obtained based on a preset detection frequency;

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

[0021] Soil environmental monitoring is conducted on the production area based on the monitoring time points to obtain initial environmental data, including precipitation and sunshine duration.

[0022] The carbon dioxide concentration in the production area was detected to obtain the carbon dioxide concentration, and the carbon sequestration and oxygen release value of the ecological products was calculated based on the carbon dioxide concentration.

[0023] By summarizing the initial environmental data and the carbon sequestration and oxygen release value, environmental data corresponding to multiple monitoring time points were obtained;

[0024] The product growth image corresponding to the monitoring time period is obtained, and the product growth image is identified according to the environmental data corresponding to multiple monitoring time points to obtain the initial monitoring data corresponding to the monitoring time period.

[0025] By summarizing the initial monitoring data corresponding to the multiple monitoring time periods, ecological monitoring data in the production area is obtained.

[0026] Optionally, the calculation of the carbon sequestration and oxygen release value of ecological products based on carbon dioxide concentration includes:

[0027] The molecular weight of carbon dioxide is obtained based on the carbon dioxide concentration. The carbon sequestration and oxygen release value of the ecological product is calculated using a pre-constructed shadow price method formula and the molecular weight of carbon dioxide. The shadow price method formula is shown below:

[0028]

[0029] in, Indicates the value of carbon sequestration and oxygen release. This indicates the preset unit price of carbon. This indicates the molecular weight of carbon dioxide. This indicates the preset number of carbon atoms. Indicates net ecosystem productivity. This indicates the preset price per unit of oxygen.

[0030] Optionally, calculating the ecological value of the product based on ecological monitoring data includes:

[0031] The product's ecological value is calculated using a pre-constructed product ecological value formula and ecological monitoring data. The product ecological value formula is shown below:

[0032]

[0033] in, Indicates the product's ecological value. Indicates the first of multiple monitoring time periods The carbon sequestration and oxygen release value over a monitoring period Indicates the first of multiple monitoring time periods Rainfall during a specific monitoring period. Indicates the first of multiple monitoring time periods The duration of illumination during each monitoring period Indicates the first The unit price of products in each sales region Indicates the first Product transportation costs for each sales region Indicates the first Market demand in each sales region.

[0034] Optionally, the step of obtaining the optimal sales region based on optimizing product ecosystem value includes:

[0035] Identify the sales region group for optimizing product ecosystem value, extract one sales region from the sales region group in sequence, and perform the following operations on each extracted sales region:

[0036] Based on the sales region and production region, obtain the product transportation cost and the product sales value in the sales region;

[0037] The economic value of a product is determined based on its sales value and transportation cost, and the economic values ​​of the products are summarized to obtain the economic value group of the product corresponding to the sales area group.

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

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

[0040] Obtain the product sales volume and unit price for the sales region. Calculate the product sales value based on the pre-built product sales value formula, product sales volume, and unit price. The product sales value formula is shown below:

[0041]

[0042] in, Indicates the product's sales value. This indicates the unit price of the product. This represents the preset variable cost. Indicates product sales volume. This indicates the pre-set fixed cost.

[0043] Optionally, the determination of the product's economic value based on its sales value and transportation costs includes:

[0044] The economic value of a product is calculated using a pre-constructed formula for product economic value, product sales value, and product transportation cost. The formula for product economic value is shown below:

[0045]

[0046] in, Indicates the economic value of a product. This indicates the preset sales tax rate. Indicates product transportation costs, This represents the preset warehousing cost. This represents the preset logistics loss cost. This indicates the preset maintenance cost. This indicates the preset maintenance cycle. This indicates the pre-set market penetration rate.

[0047] Optionally, determining the value realization path of the production area corresponding to the optimized product ecosystem value based on the optimal sales area includes:

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

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

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

[0051] A path parameter weight set is obtained based on the path parameters, wherein the path parameter weight set includes: path length weight, path congestion weight, path weather weight, and required time weight;

[0052] The overall score of the initial value path is calculated based on the path parameter weight set and path parameters;

[0053] If the overall score is found to be less than the preset standard overall score threshold, the initial value path corresponding to the overall score is removed from the initial value path set. The retained initial value paths are then summarized to obtain a candidate value path set. The candidate value path set is used as the initial value path set, and the step of extracting one initial value path from the initial value path set is returned until the overall score is greater than or equal to the preset standard overall score threshold, thus obtaining the value realization path.

[0054] Optionally, the formula for calculating the comprehensive score is as follows:

[0055]

[0056] in, This represents the overall score. Indicates path length weight. Indicates path congestion weight. This indicates path congestion on the initial value path. Indicates weather conditions along the route. The path weather represents the initial value path. Indicates the weight of the required time. Indicates the time required for the initial value path. This indicates the path length of the initial value path.

[0057] To achieve the above objectives, the present invention also provides a visualization system for the realization path of ecological product value based on digital twins, comprising:

[0058] The ecological product value acquisition module is used to acquire a 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, the following operations are performed: determine the production area group of the ecological product, extract one production area from the production area group in sequence, and perform the following operations on each extracted production area: acquire the ecological monitoring data of the ecological product in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data, calculate the ecological value of the product based on the ecological monitoring data, summarize the ecological values ​​of the product, and obtain the ecological value set of the product, wherein one ecological value of a product corresponds to one production area and one ecological product.

[0059] The optimal sales region module is used to sequentially extract optimized product ecosystem value sets from the product ecosystem value set. For each optimized product ecosystem value in the optimized product ecosystem value set, the following operations are performed: obtain the optimal sales region based on the optimized product ecosystem value, determine the value realization path of the production region corresponding to the optimized product ecosystem value according to the optimal sales region, summarize the value realization paths, and obtain the value realization path group corresponding to the optimized product ecosystem value set.

[0060] The value realization path generation module is used to aggregate value realization path groups to obtain the value realization path group set corresponding to the ecosystem product set;

[0061] The value path visualization module receives value path visualization instructions, imports the value realization path set into the pre-built digital twin module according to the value path visualization instructions, obtains a visualization model, and completes the visualization of the value realization path of the ecosystem product based on the digital twin based on the visualization model.

[0062] To address the above problems, the present invention also provides an electronic device, the electronic device comprising:

[0063] Memory, storing at least one instruction;

[0064] The processor executes the instructions stored in the memory to implement the above-described method for visualizing the realization path of ecosystem product value based on digital twins.

[0065] To address the aforementioned issues, the present invention also provides a computer-readable storage medium storing at least one instruction, which is executed by a processor in an electronic device to implement the aforementioned method for visualizing the realization path of ecosystem product value based on digital twins.

[0066] To address the problems described in the background art, this invention obtains an ecological product set to be evaluated, wherein the ecological product set includes multiple ecological products. For each ecological product in the ecological product set, the following operations are performed: By centrally managing and evaluating multiple ecological products, this invention can systematically analyze and optimize the value realization path of the entire ecological product set, improving overall efficiency and effectiveness. It determines the production area group of the ecological products, sequentially extracts one production area from the production area group, and performs the following operations on each extracted production area: By clearly defining the production area of ​​each ecological product, this invention can finely manage the production process of different areas, ensuring the production quality of each area, and providing a foundation for subsequent data collection and analysis, thereby obtaining the ecological product's value realization path. The present invention describes ecological monitoring data in the production area, including multiple initial monitoring data. By collecting data across multiple monitoring time periods and high-frequency monitoring points, combined with soil environmental monitoring and carbon dioxide concentration detection, the environmental data and carbon sequestration and oxygen release value of ecological products are comprehensively and meticulously acquired. This data is then used to identify product growth images, forming a systematic ecological monitoring data set to ensure the accuracy and reliability of the assessment. The ecological value of the products is calculated based on the ecological monitoring data. This invention quantifies the ecological value of each ecological product through calculation, providing a basis for subsequent optimization and decision-making. The ecological values ​​of the products are then aggregated to obtain a product ecological value set, where each product ecological value corresponds to a production area and a corresponding ecological product. This invention, by summarizing the ecological value of products from each production area, helps to identify the production efficiency and ecological benefits of different areas. It extracts an optimized product ecological value set from the product ecological value set, and performs the following operations on each optimized product ecological value in the set: This invention extracts an optimized product ecological value set to screen out high-performing ecological products, providing a basis for determining subsequent sales areas and value realization paths. Based on the optimized product ecological value, the optimal sales area is obtained, and based on the optimal sales area, the value realization path of the production area corresponding to the optimized product ecological value is determined. By determining the optimal sales area, this invention can optimize the sales strategy of ecological products, improve market competitiveness and sales volume, and summarize value realization. The invention obtains a set of value realization paths corresponding to the optimized product ecosystem value set. By aggregating these value realization paths, the invention can systematically manage the value realization process of each optimized product, ensuring the maximization of each product's value. The aggregating of these value realization path sets yields a set of value realization paths corresponding to the ecosystem product set. This aggregating the value realization path sets of the ecosystem product set allows for the formation of a global value realization path system, facilitating overall management and optimization, and improving the overall value realization efficiency of the ecosystem product set. The invention receives value path visualization instructions and imports the value realization path set into a pre-built digital twin module to obtain a visualization model. This invention imports the value realization path set into the digital twin module...This invention can generate intuitive visual models, facilitating user understanding and analysis. Based on these models, it visualizes the value realization path of ecosystem products using digital twins. Through visualization technology, complex paths and data are presented graphically, allowing for intuitive observation and analysis by users. Therefore, this invention can dynamically optimize the value realization path of ecosystem products, promoting their sustainable development. Attached Figure Description

[0067] Figure 1 A flowchart illustrating a method for visualizing the value realization path of ecosystem products based on digital twins, provided in an embodiment of the present invention.

[0068] Figure 2 A functional module diagram of a digital twin-based ecosystem product value realization path visualization system provided in an embodiment of the present invention;

[0069] Figure 3 This is a schematic diagram of the structure of an electronic device that implements the visualization method for realizing the value of ecological products based on digital twins, according to an embodiment of the present invention.

[0070] Explanation of reference numerals in the attached figures:

[0071] 10. Electronic device; 11. Processor; 12. Memory; 13. Bus.

[0072] The realization of the objective, functional features and advantages of the present invention will be further explained in conjunction with the embodiments and with reference to the accompanying drawings. Detailed Implementation

[0073] It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.

[0074] This application provides a method for visualizing the value realization path of ecosystem products based on digital twins. The executing entity of this method includes, but is not limited to, at least one of the following electronic devices that can be configured to execute the method provided in this application: a server, a terminal, etc. In other words, the method for visualizing the value realization path of ecosystem 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.

[0075] Reference Figure 1 The diagram shown is a flowchart illustrating a method for visualizing the value realization path of ecosystem products based on digital twins, according to an embodiment of the present invention. In this embodiment, the method for visualizing the value realization path of ecosystem products based on digital twins includes:

[0076] S1. Obtain the set of ecological products to be evaluated, wherein the set of ecological products includes multiple ecological products. Perform the following operation on each ecological product in the set of ecological products: determine the production area group of the ecological product.

[0077] It should be explained that an ecological product set refers to a collection of ecological products. An ecological product is a specific product within this set, and each ecological product has a different variety. For example, an ecological product might be cabbage. Determining the production area group for ecological products refers to identifying and defining the set of production areas corresponding to each ecological product. For example, cabbage might be grown on a sunny or shady slope. A production area group refers to a collection of multiple production areas in the production process of an ecological product. This allows for the calculation of the ecological value of each production area within the ecological area group, thereby comprehensively assessing the market value and ecological benefits of the ecological product.

[0078] S2. Extract one production area from the production area group in sequence, and perform the following operation on each extracted production area: obtain ecological monitoring data of ecological products in the production area.

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

[0080] Specifically, acquiring ecological monitoring data of the ecological products in the production area includes:

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

[0082] Multiple monitoring time points within a monitoring period are obtained based on a preset detection frequency;

[0083] Extract one monitoring time point from multiple monitoring time points in sequence, and perform the following operations on each extracted monitoring time point:

[0084] Soil environmental monitoring is conducted on the production area based on the monitoring time points to obtain initial environmental data, including precipitation and sunshine duration.

[0085] The carbon dioxide concentration in the production area was detected to obtain the carbon dioxide concentration, and the carbon sequestration and oxygen release value of the ecological products was calculated based on the carbon dioxide concentration.

[0086] By summarizing the initial environmental data and the carbon sequestration and oxygen release value, environmental data corresponding to multiple monitoring time points were obtained;

[0087] The product growth image corresponding to the monitoring time period is obtained, and the product growth image is identified according to the environmental data corresponding to multiple monitoring time points to obtain the initial monitoring data corresponding to the monitoring time period.

[0088] By summarizing the initial monitoring data corresponding to the multiple monitoring time periods, ecological monitoring data in the production area is obtained.

[0089] It should be explained that the monitoring period refers to the time during which ecological monitoring is conducted in the production area of ​​the eco-product. The monitoring period is set 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 given monitoring period. The monitoring time point refers to the specific monitoring time point determined based on the detection frequency within the monitoring period; the monitoring time point is the actual time point at which environmental data is acquired, ensuring the accuracy and timeliness of the data. Initial environmental data refers to precipitation and sunshine duration data obtained through soil environmental monitoring, which forms the basis for assessing the growth conditions of eco-products and directly affects the product's growth rate and quality.

[0090] It should be explained that the steps for detecting carbon dioxide concentration in the production area are as follows: 1) Determine the detection points within the production area and use a carbon dioxide detection device mounted on a drone to detect the carbon dioxide concentration at those points. Carbon dioxide concentration refers to the amount of carbon dioxide in the air within the production area. Carbon dioxide concentration affects the photosynthetic efficiency of plants, thus affecting the growth of ecological products and their carbon absorption capacity. Carbon sequestration and oxygen release value refers to an important indicator of how ecological products absorb carbon dioxide and release oxygen through photosynthesis. Environmental data refers to the initial environmental data and the summarized data of carbon sequestration and oxygen release value at all monitoring time points within the production area.

[0091] Importantly, obtaining the product growth images corresponding to the monitoring time period refers to using a drone's imaging device to photograph the production area within the monitoring time period to obtain growth images of the ecological products. Labeling the product growth images based on environmental data refers to using annotation tools to annotate the environmental data onto the product growth images, enhancing the visualization effect of data analysis. Ecological monitoring data refers to the overall data set obtained by summarizing initial monitoring data from multiple monitoring time periods, serving as the basis for assessing the growth status of ecological products, environmental impact, and ecological benefits.

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

[0093] The molecular weight of carbon dioxide is obtained based on the carbon dioxide concentration. The carbon sequestration and oxygen release value of the ecological product is calculated using a pre-constructed shadow price method formula and the molecular weight of carbon dioxide. The shadow price method formula is shown below:

[0094]

[0095] in, Indicates the value of carbon sequestration and oxygen release. This indicates the preset unit price of carbon. This indicates the molecular weight of carbon dioxide. This indicates the preset number of carbon atoms. Indicates net ecosystem productivity. This indicates the preset price per unit of oxygen.

[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 its relative molecular mass and relative atomic mass. The unit carbon price refers to the market price for obtaining one 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. Carbon atomic weight refers to the mass of a carbon atom. Net ecosystem productivity refers to the net amount of carbon fixed by total photosynthesis minus the carbon released by respiration in an ecosystem; it reflects the ecosystem's ability to absorb and store carbon. The unit oxygen price refers to the market price per unit of oxygen; in this embodiment of the invention, the unit for the unit oxygen price is per cubic meter.

[0097] S3. Calculate the ecological value of the product based on ecological monitoring data.

[0098] In detail, the calculation of the product's ecological value based on ecological monitoring data includes:

[0099] The product's ecological value is calculated using a pre-constructed product ecological value formula and ecological monitoring data. The product ecological value formula is shown below:

[0100]

[0101] in, Indicates the product's ecological value. Indicates the first of multiple monitoring time periods The carbon sequestration and oxygen release value over a monitoring period Indicates the first of multiple monitoring time periods Rainfall during a specific monitoring period. Indicates the first of multiple monitoring time periods The duration of illumination during each monitoring period Indicates the first The unit price of products in each sales region Indicates the first Product transportation costs for each sales region Indicates the first Market demand in each sales region.

[0102] It should be explained that the ecological value of a product refers to the value of the ecological product to the ecological environment during its production process. This ecological value can be measured in terms of carbon sequestration and oxygen release, soil and water conservation, and biodiversity protection. Market demand refers to the quantity of a specific ecological product needed in a particular sales region; the higher the demand, the greater the ecological value of the product. A specific ecological product refers to an ecological product sold in the designated sales region.

[0103] Understandably, precipitation refers to the amount of rainfall in a production area during the monitoring period. Precipitation reflects the water resource supply in that production area. Adequate precipitation may contribute to soil and water conservation and vegetation growth, thereby enhancing the ecosystem's carbon sequestration and oxygen release capacity. Product sales price refers to the selling price of a unit of product in the sales area. Sunshine duration refers to the amount of sunlight received by a production area each day during the monitoring period, obtained through data from meteorological observation stations.

[0104] S4. Summarize the product ecosystem value to obtain the product ecosystem value set, where one product ecosystem value corresponds to one production area and one ecosystem product.

[0105] It should be explained that the product ecological value set refers to the collection of the ecological values ​​of all products, reflecting the differences in the ecological value of ecological products in different production areas.

[0106] S5. Extract optimized product ecosystem value sets sequentially from the product ecosystem value set. For each optimized product ecosystem value set, perform the following operation: Obtain the optimal sales region based on the optimized product ecosystem value.

[0107] Specifically, the acquisition of the optimal sales region based on optimizing product ecosystem value includes:

[0108] Identify the sales region group for optimizing product ecosystem value, extract one sales region from the sales region group in sequence, and perform the following operations on each extracted sales region:

[0109] Based on the sales region and production region, obtain the product transportation cost and the product sales value in the sales region;

[0110] The economic value of a product is determined based on its sales value and transportation cost, and the economic values ​​of the products are summarized to obtain the economic value group of the product corresponding to the sales area group.

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

[0112] It should be explained that determining the sales region group for optimizing product ecological value refers to identifying the regions with the highest sales volume and lowest logistics costs for ecological products, and then aggregating all sales regions to obtain the sales region group. A sales region group is a collection of multiple potential sales regions. Product transportation cost refers to the cost incurred in transporting ecological products from the production area to the sales area, including logistics, fuel, and labor costs. Product sales value refers to the revenue generated from product sales within a sales region. Product economic value refers to the net profit obtained by subtracting product transportation costs from the product sales value. The product economic value group is the collection of product economic values ​​calculated for each sales region within the sales region group.

[0113] For example, if a sales region group has three sales regions, and the economic value of the products corresponding to each sales region is 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 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 region includes:

[0116] Obtain the product sales volume and unit price for the sales region. Calculate the product sales value based on the pre-built product sales value formula, product sales volume, and unit price. The product sales value formula is shown below:

[0117]

[0118] in, Indicates the product's sales value. This indicates the unit price of the product. This represents the preset variable cost. Indicates product sales volume. This indicates the pre-set fixed cost.

[0119] It should be explained that obtaining product sales volume and unit price in a sales area refers to obtaining these figures through sales channels, including retailers and e-commerce platforms. Product sales volume refers to the number of products sold within a specific sales area per unit of time; optionally, the unit of time is one month. Product unit price refers to the selling price of the product within the sales area. Variable costs are costs related to the product unit price during the product's production and sales process; higher variable costs generally result in a higher product unit price. Variable costs include raw material costs and packaging costs. Fixed costs are costs that do not change with sales volume during the product's production and sales process, such as rent and fixed wages.

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

[0121] The economic value of a product is calculated using a pre-constructed formula for product economic value, product sales value, and product transportation cost. The formula for product economic value is shown below:

[0122]

[0123] in, Indicates the economic value of a product. This indicates the preset sales tax rate. Indicates product transportation costs, This represents the preset warehousing cost. This represents the preset logistics loss cost. This indicates the preset maintenance cost. This indicates the preset maintenance cycle. This indicates the pre-set market penetration rate.

[0124] It should be explained that the sales tax rate refers to the percentage of taxes that need to be deducted from the sales value due to national tax policies or other laws and regulations during the product sales process. Warehousing costs refer to all expenses incurred in storing products in a warehouse, including warehouse rental fees and warehouse management fees. Warehousing rental fees refer to all expenses incurred in storing products in a warehouse. Warehousing management fees refer to the expenses incurred by a company in managing warehouse operations.

[0125] Importantly, logistics loss cost refers to the cost of loss due to damage during product transportation. This cost can be obtained by statistically analyzing the loss rate during logistics based on historical data. Maintenance cost refers to the expenses incurred in maintaining the freshness of the eco-product during its use. The maintenance cycle refers to the time interval between two maintenance sessions. For example, if the first maintenance is at 8:00 AM on January 20, 2025, and the second maintenance is at 9:00 AM on the same day, with a time interval of one hour, then that one hour is the maintenance cycle.

[0126] It should also be explained that market penetration rate refers to a product's sales share in the target market, that is, the proportion of consumers who have already 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 ecosystem value based on the optimal sales area.

[0128] In detail, the step of determining the value realization path of the production area corresponding to the optimized product ecosystem value based on the optimal sales area includes:

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

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

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

[0132] A path parameter weight set is obtained based on the path parameters, wherein the path parameter weight set includes: path length weight, path congestion weight, path weather weight, and required time weight;

[0133] The overall score of the initial value path is calculated based on the path parameter weight set and path parameters;

[0134] If the overall score is found to be less than the preset standard overall score threshold, the initial value path corresponding to the overall score is removed from the initial value path set. The retained initial value paths are then summarized to obtain a candidate value path set. The candidate value path set is used as the initial value path set, and the step of extracting one initial value path from the initial value path set is returned until the overall score is greater than or equal to the preset standard overall score threshold, thus obtaining the value realization path.

[0135] It should be explained that a Geographic Information System (GIS) is a system used to collect, store, analyze, and display geospatial data, and is used to generate a set of all initial value paths from the production area to the optimal sales area. The initial value path set refers to the collection of all paths from the production area to the optimal sales area generated by the GIS, providing multiple path options for further filtering and optimization. An initial value path refers to a specific path within 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 based on the path parameters involves: normalizing all path parameters to obtain normalized parameters, calculating the information entropy of the normalized parameters, and obtaining the path parameter weight set. The technique for calculating the information entropy of the normalized parameters is existing technology and will not be elaborated here. The standard comprehensive scoring threshold refers to a pre-set value used as the minimum scoring standard for screening 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 value realization path refers to the path with the largest comprehensive score in the candidate value path set, and this is the first occurrence of that maximum value.

[0137] In detail, the formula for calculating the comprehensive score is as follows:

[0138]

[0139] in, This represents the overall score. Indicates path length weight. Indicates path congestion weight. This indicates path congestion on the initial value path. Indicates weather conditions along the route. The path weather represents the initial value path. Indicates the weight of the required time. Indicates the time required for the initial value path. This indicates the path length of the initial value path.

[0140] It should be explained that the sum of the route length weight, route congestion weight, route weather weight, and required time weight is 1. The route length weight adjusts the degree of influence of route length on the overall score; a larger route length weight results in a greater impact. Similarly, the route congestion weight adjusts the degree of influence of route congestion on the overall score; a larger route congestion weight results in a greater impact. The route weather weight adjusts the degree of influence of route weather on the overall score; a larger route congestion weight results in a greater impact. The required time weight adjusts the degree of influence of the time required for the route on the overall score; a larger required time weight results in a greater impact. The overall score is the route quality score calculated based on the route parameters and their weights. The overall score is used to evaluate the quality of a route and serves as the basis for selecting initial value routes.

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

[0142] It should be explained that a value realization path refers to the specific path by which the value of an optimized product ecosystem is realized from the production area to the sales area. A value realization path set refers to the collection of value realization paths related to a set of optimized product ecosystem values, including the specific paths of that optimized product ecosystem value in different production and sales areas.

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

[0144] It should be explained that the value path visualization command is issued manually and serves as a specific instruction to guide the system on how to transform the value realization path of ecological products into a visual model. The value realization path set refers to the collection of all value realization paths related to the entire ecological product set. It is the overall path information obtained by summarizing the path information 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 ecological products.

[0145] S9. Visualize the path to realize the value of ecosystem products based on digital twins using a visualization model.

[0146] It should be explained that the visualization model refers to a module that generates an intuitive graphical representation of the value realization path set after processing it through the digital twin module. Through visualization, it helps users quickly understand the value realization path of the ecosystem products, and users can more quickly identify the optimization points in the path.

[0147] To address the problems described in the background art, this invention obtains an ecological product set to be evaluated, wherein the ecological product set includes multiple ecological products. For each ecological product in the ecological product set, the following operations are performed: By centrally managing and evaluating multiple ecological products, this invention can systematically analyze and optimize the value realization path of the entire ecological product set, improving overall efficiency and effectiveness. It determines the production area group of the ecological products, sequentially extracts one production area from the production area group, and performs the following operations on each extracted production area: By clearly defining the production area of ​​each ecological product, this invention can finely manage the production process of different areas, ensuring the production quality of each area, and providing a foundation for subsequent data collection and analysis, thereby obtaining the ecological product's value realization path. The present invention describes ecological monitoring data in the production area, including multiple initial monitoring data. By collecting data across multiple monitoring time periods and high-frequency monitoring points, combined with soil environmental monitoring and carbon dioxide concentration detection, the environmental data and carbon sequestration and oxygen release value of ecological products are comprehensively and meticulously acquired. This data is then used to identify product growth images, forming a systematic ecological monitoring data set to ensure the accuracy and reliability of the assessment. The ecological value of the products is calculated based on the ecological monitoring data. This invention quantifies the ecological value of each ecological product through calculation, providing a basis for subsequent optimization and decision-making. The ecological values ​​of the products are then aggregated to obtain a product ecological value set, where each product ecological value corresponds to a production area and a corresponding ecological product. This invention, by summarizing the ecological value of products from each production area, helps to identify the production efficiency and ecological benefits of different areas. It extracts an optimized product ecological value set from the product ecological value set, and performs the following operations on each optimized product ecological value in the set: This invention extracts an optimized product ecological value set to screen out high-performing ecological products, providing a basis for determining subsequent sales areas and value realization paths. Based on the optimized product ecological value, the optimal sales area is obtained, and based on the optimal sales area, the value realization path of the production area corresponding to the optimized product ecological value is determined. By determining the optimal sales area, this invention can optimize the sales strategy of ecological products, improve market competitiveness and sales volume, and summarize value realization. The invention obtains a set of value realization paths corresponding to the optimized product ecosystem value set. By aggregating these value realization paths, the invention can systematically manage the value realization process of each optimized product, ensuring the maximization of each product's value. The aggregating of these value realization path sets yields a set of value realization paths corresponding to the ecosystem product set. This aggregating the value realization path sets of the ecosystem product set allows for the formation of a global value realization path system, facilitating overall management and optimization, and improving the overall value realization efficiency of the ecosystem product set. The invention receives value path visualization instructions and imports the value realization path set into a pre-built digital twin module to obtain a visualization model. This invention imports the value realization path set into the digital twin module...This invention can generate intuitive visual models, facilitating user understanding and analysis. Based on these models, it visualizes the value realization path of ecosystem products using digital twins. Through visualization technology, complex paths and data are presented graphically, allowing for intuitive observation and analysis by users. Therefore, this invention can dynamically optimize the value realization path of ecosystem products, promoting their sustainable development.

[0148] like Figure 2 The diagram shown is a functional module diagram of a digital twin-based ecosystem product value realization path visualization system provided in an embodiment of the present invention.

[0149] The digital twin-based ecosystem product value realization path visualization system 100 described in this invention can be installed in an electronic device. Depending on the functions implemented, the digital twin-based ecosystem product value realization path visualization system 100 may include an ecosystem 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 module described in this invention can also be called a unit, which refers to a series of computer program segments that can be executed by the processor of an electronic device and can perform a fixed function, and which 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, wherein the ecological product set includes multiple ecological products. For each ecological product in the ecological product set, the following operations are performed: determine the production area group of the ecological product, extract one production area from the production area group in sequence, and perform the following operations on each extracted production area: acquire the ecological monitoring data of the ecological product in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data, calculate the ecological value of the product based on the ecological monitoring data, summarize the ecological values ​​of the product, and obtain a set of ecological values ​​of the product, wherein one ecological value of a product corresponds to one production area and one ecological product;

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

[0152] The value realization path generation module 103 is used to summarize the value realization path groups to obtain the value realization path group set corresponding to the ecological product set.

[0153] The value path visualization module 104 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 a visualization model, and complete the visualization of the value realization path of the ecosystem product based on the digital twin based on the visualization model.

[0154] In detail, the modules in the digital twin-based ecological product value realization path visualization system 100 described in this embodiment of the invention employ the same methods as described above. Figure 1 The method used here is the same as the visualization method for realizing the value of ecosystem products based on digital twins, and can produce the same technical effect, so it will not be elaborated here.

[0155] like Figure 3 The diagram shown is a structural schematic of an electronic device that implements a method for visualizing the path to realize the value of ecological products based on digital twins, according to 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 also include a computer program stored in the memory 11 and capable of running on the processor 10, such as a method program for visualizing the path to realize the value of ecological products based on digital twins.

[0157] The memory 11 includes at least one type of readable storage medium, such as flash memory, portable hard drive, multimedia card, card-type memory (e.g., SD or DX memory), magnetic memory, magnetic disk, optical disk, etc. In some embodiments, the memory 11 can be an internal storage unit of the electronic device 1, such as the portable hard drive of the electronic device 1. In other embodiments, the memory 11 can be an external storage device of the electronic device 1, such as a plug-in portable hard drive, smart media card (SMC), secure digital (SD) card, flash card, etc., equipped on the electronic device 1. Furthermore, the memory 11 includes both internal storage units and external storage devices of the electronic device 1. The memory 11 can be used not only to store application software and various types of data installed on the electronic device 1, such as the code of a method program for visualizing the value realization path of ecosystem products based on digital twins, 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 integrated circuits, such as a single packaged integrated circuit or multiple integrated circuits with the same or different functions, including combinations of one or more central processing units (CPUs), microprocessors, digital processing chips, graphics processors, and various control chips. The processor 10 is the control unit of the electronic device, connecting various components of the entire electronic device through various interfaces and lines. It executes programs or modules stored in the memory 11 (e.g., a method for visualizing the path to realize the value of ecosystem products based on digital twins), and calls data stored in the memory 11 to perform various functions of the electronic device 1 and process data.

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

[0160] Figure 3 Only electronic devices with components are shown; it will be understood by those skilled in the art that... Figure 3 The structure shown does not constitute a limitation on the electronic device 1, and 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 also include a power supply (such as a battery) to power the various components. Preferably, the power supply can be logically connected to the at least one processor 10 through a power management device, thereby enabling functions such as charging management, discharging management, and power consumption management. The power supply may also include one or more DC or AC power supplies, recharging devices, power fault detection circuits, power converters or inverters, power status indicators, and other arbitrary components. The electronic device 1 may also include various sensors, Bluetooth modules, Wi-Fi modules, etc., which will not be described in detail here.

[0162] Furthermore, the electronic device 1 may also 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 typically used to establish communication connections 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, 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-sensitive liquid crystal display, or an OLED (Organic Light-Emitting Diode) touchscreen, etc. The display may also be appropriately referred to as a screen or display unit, used to display information processed in the electronic device 1 and to display a visual user interface.

[0164] The program for visualizing the path to realize the value of ecological products based on digital twins, stored in the memory 11 of the electronic device 1, is a combination of multiple instructions. When run in the processor 10, it can achieve the following:

[0165] Obtain the set of ecological products to be evaluated, which includes multiple ecological products. Perform the following operations on each ecological product in the set:

[0166] Identify the production area group for the ecological product, extract one production area from the group sequentially, and perform the following operations on each extracted production area:

[0167] Acquire ecological monitoring data of the ecological products in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data;

[0168] Calculate the ecological value of the product based on ecological monitoring data;

[0169] By summarizing the product ecosystem value, we obtain the product ecosystem value set, where each product ecosystem value corresponds to a production area and a corresponding ecosystem product.

[0170] Extract optimized product ecosystem value sets sequentially from the product ecosystem value set, and perform the following operations on each optimized product ecosystem value in the optimized product ecosystem value set:

[0171] Based on optimizing the product ecosystem value to obtain the optimal sales region, the value realization path of the production region corresponding to the optimized product ecosystem value is determined according to the optimal sales region.

[0172] By summarizing the value realization paths, we obtain the value realization path group corresponding to the optimized product ecosystem value set;

[0173] By summarizing the value realization path groups, we obtain the value realization path group set corresponding to the ecological product set;

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

[0175] Visualization models are used to visualize the value realization path of ecosystem products based on digital twins.

[0176] Specifically, the processor 10's implementation method for the above instructions can be found in [reference needed]. Figures 1 to 3 The descriptions of the relevant steps in the corresponding embodiments are not repeated here.

[0177] Furthermore, if the modules / units integrated in the electronic device 1 are implemented as software functional units and sold or used as independent products, they 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 may include: any entity or device capable of carrying the computer program code, a recording medium, a USB flash drive, a portable hard drive, a magnetic disk, an optical disk, a computer memory, or a read-only memory (ROM).

[0178] The present invention also provides a computer-readable storage medium storing a computer program, which, when executed by a processor of an electronic device, can perform the following:

[0179] Obtain the set of ecological products to be evaluated, which includes multiple ecological products. Perform the following operations on each ecological product in the set:

[0180] Identify the production area group for the ecological product, extract one production area from the group sequentially, and perform the following operations on each extracted production area:

[0181] Acquire ecological monitoring data of the ecological products in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data;

[0182] Calculate the ecological value of the product based on ecological monitoring data;

[0183] By summarizing the product ecosystem value, we obtain the product ecosystem value set, where each product ecosystem value corresponds to a production area and a corresponding ecosystem product.

[0184] Extract optimized product ecosystem value sets sequentially from the product ecosystem value set, and perform the following operations on each optimized product ecosystem value in the optimized product ecosystem value set:

[0185] Based on optimizing the product ecosystem value to obtain the optimal sales region, the value realization path of the production region corresponding to the optimized product ecosystem value is determined according to the optimal sales region.

[0186] By summarizing the value realization paths, we obtain the value realization path group corresponding to the optimized product ecosystem value set;

[0187] By summarizing the value realization path groups, we obtain the value realization path group set corresponding to the ecological product set;

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

[0189] Visualization models are used to visualize the value realization path of ecosystem products based on digital twins.

[0190] In the embodiments provided by this 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 actual implementations may have other classification methods.

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

[0192] Furthermore, the functional modules in the various embodiments of the present invention can be integrated into one processing unit, or each unit can exist physically separately, or two or more units can be integrated into one unit. The integrated unit can be implemented in hardware or in the form of hardware plus software functional modules.

[0193] It will be apparent to those skilled in the art that the present invention is not limited to the details of the exemplary embodiments described above, and that the present invention can be implemented in other specific forms without departing from the spirit or essential characteristics of the present invention.

[0194] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention and are not intended to limit it. Although the present invention has been described in detail with reference to preferred embodiments, those skilled in the art should understand that modifications or equivalent substitutions can be made to the technical solutions of the present invention without departing from the spirit and scope of the technical solutions of the present invention.

Claims

1. A method for visualizing the value realization path of ecological products based on digital twins, characterized in that, The method includes: Obtain the set of ecological products to be evaluated, which includes multiple ecological products. Perform the following operations on each ecological product in the set: Identify the production area group for the ecological product, extract one production area from the group sequentially, and perform the following operations on each extracted production area: Acquire ecological monitoring data of the ecological products in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data; Calculate the ecological value of the product based on ecological monitoring data; By summarizing the product ecosystem value, we obtain the product ecosystem value set, where each product ecosystem value corresponds to a production area and a corresponding ecosystem product. Extract optimized product ecosystem value sets sequentially from the product ecosystem value set, and perform the following operations on each optimized product ecosystem value in the optimized product ecosystem value set: Based on optimizing the product ecosystem value to obtain the optimal sales region, the value realization path of the production region corresponding to the optimized product ecosystem value is determined according to the optimal sales region. The step of determining the value realization path of the production area corresponding to the optimized product ecosystem value based on the optimal sales area includes: The production area and the optimal sales area are imported 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 sequence, and perform the following operations on each extracted initial value path: Obtain the path parameters of the initial value path, wherein the path parameters include: path length, path congestion, path weather, and required time; A path parameter weight set is obtained based on the path parameters, wherein the path parameter weight set includes: path length weight, path congestion weight, path weather weight, and required time weight; The overall score of the initial value path is calculated based on the path parameter weight set and path parameters; If it is confirmed that the comprehensive score is less than the preset standard comprehensive score threshold, the initial value path corresponding to the comprehensive score is removed from the initial value path set. The retained initial value paths are summarized to obtain a candidate value path set. The candidate value path set is used as the initial value path set. The step of extracting an initial value path from the initial value path set is returned until the comprehensive score is greater than or equal to the preset standard comprehensive score threshold, and the value realization path is obtained. The formula for calculating the comprehensive score is as follows: in, This represents the overall score. Indicates path length weight. Indicates path congestion weight. This indicates path congestion on the initial value path. Indicates weather conditions along the route. The path weather represents the initial value path. Indicates the weight of the required time. Indicates the time required for the initial value path. Indicates the path length of the initial value path; By summarizing the value realization paths, we obtain the value realization path group corresponding to the optimized product ecosystem value set; By summarizing the value realization path groups, we obtain the value realization path group set corresponding to the ecological product set; Receive the value path visualization instruction, and import the value realization path set into the pre-built digital twin module according to the value path visualization instruction to obtain the visualization model; Visualization models are used to visualize the value realization path of ecosystem products based on digital twins.

2. The method for visualizing the value realization path of ecological products based on digital twins as described in claim 1, characterized in that, The acquisition of ecological monitoring data of ecological products in the production area includes: Obtain multiple monitoring time periods, extract a monitoring time period from each of the multiple monitoring time periods, and perform the following operations on each extracted monitoring time period: Multiple monitoring time points within a monitoring period are obtained based on a preset detection frequency; Extract one monitoring time point from multiple monitoring time points in sequence, and perform the following operations on each extracted monitoring time point: Soil environmental monitoring is conducted on the production area based on the monitoring time points to obtain initial environmental data, including precipitation and sunshine duration. The carbon dioxide concentration in the production area was detected to obtain the carbon dioxide concentration, and the carbon sequestration and oxygen release value of the ecological products was calculated based on the carbon dioxide concentration. By summarizing the initial environmental data and the carbon sequestration and oxygen release value, environmental data corresponding to multiple monitoring time points were obtained; The product growth image corresponding to the monitoring time period is obtained, and the product growth image is identified according to the environmental data corresponding to multiple monitoring time points to obtain the initial monitoring data corresponding to the monitoring time period. By summarizing the initial monitoring data corresponding to the multiple monitoring time periods, ecological monitoring data in the production area is obtained.

3. The method for visualizing the value realization path of ecological products based on digital twins as described in claim 2, characterized in that, The calculation of the carbon sequestration and oxygen release value of ecological products based on carbon dioxide concentration includes: The molecular weight of carbon dioxide is obtained based on the carbon dioxide concentration. The carbon sequestration and oxygen release value of the ecological product is calculated using a pre-constructed shadow price method formula and the molecular weight of carbon dioxide. The shadow price method formula is shown below: in, Indicates the value of carbon sequestration and oxygen release. This indicates the preset unit price of carbon. This indicates the molecular weight of carbon dioxide. This indicates the preset number of carbon atoms. Indicates net ecosystem productivity. This indicates the preset price per unit of oxygen.

4. The method for visualizing the value realization path of ecological products based on digital twins as described in claim 3, characterized in that, The calculation of the product's ecological value based on ecological monitoring data includes: The product's ecological value is calculated using a pre-constructed product ecological value formula and ecological monitoring data. The product ecological value formula is shown below: in, Indicates the product's ecological value. Indicates the first of multiple monitoring time periods The carbon sequestration and oxygen release value over a monitoring period Indicates the first of multiple monitoring time periods Rainfall during a specific monitoring period. Indicates the first of multiple monitoring time periods The duration of illumination during each monitoring period Indicates the first The unit price of products in each sales region Indicates the first Product transportation costs for each sales region Indicates the first Market demand in each sales region.

5. The method for visualizing the value realization path of ecological products based on digital twins as described in claim 4, characterized in that, The method of obtaining the optimal sales region based on optimizing product ecosystem value includes: Identify the sales region group for optimizing product ecosystem value, extract one sales region from the sales region group in sequence, and perform the following operations on each extracted sales region: Based on the sales region and production region, obtain the product transportation cost and the product sales value in the sales region; The economic value of a product is determined based on its sales value and transportation cost, and the economic values ​​of the products are summarized to obtain the economic value group of the product corresponding to the sales area group. Extract the optimal product economic value from the product economic value group and identify the optimal sales region corresponding to the optimal product economic value.

6. The method for visualizing the value realization path of ecological products based on digital twins as described in claim 5, characterized in that, The process of obtaining the product sales value in the sales region includes: Obtain the product sales volume and unit price for the sales region. Calculate the product sales value based on the pre-built product sales value formula, product sales volume, and unit price. The product sales value formula is shown below: in, Indicates the product's sales value. This indicates the unit price of the product. This represents the preset variable cost. Indicates product sales volume. This indicates the pre-set fixed cost.

7. The method for visualizing the value realization path of ecological products based on digital twins as described in claim 6, characterized in that, The method of determining the economic value of a product based on its sales value and transportation costs includes: The economic value of a product is calculated using a pre-constructed formula for product economic value, product sales value, and product transportation cost. The formula for product economic value is shown below: in, Indicates the economic value of a product. This indicates the preset sales tax rate. Indicates product transportation costs, This represents the preset warehousing cost. This represents the preset logistics loss cost. This indicates the preset maintenance cost. This indicates the preset maintenance cycle. This indicates the pre-set market penetration rate.

8. A system for visualizing the path to realize the value of ecological products based on digital twins, applied to the method for visualizing the path to realize the value of ecological products based on digital twins as described in any one of claims 1-7, characterized in that, The system includes: The ecological product value acquisition module is used to acquire a 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, the following operations are performed: determine the production area group of the ecological product, extract one production area from the production area group in sequence, and perform the following operations on each extracted production area: acquire the ecological monitoring data of the ecological product in the production area, wherein the ecological monitoring data includes: multiple initial monitoring data, calculate the ecological value of the product based on the ecological monitoring data, summarize the ecological values ​​of the product, and obtain the ecological value set of the product, wherein one ecological value of a product corresponds to one production area and one ecological product. The optimal sales region module is used to sequentially extract optimized product ecosystem value sets from the product ecosystem value set. For each optimized product ecosystem value in the optimized product ecosystem value set, the following operations are performed: obtain the optimal sales region based on the optimized product ecosystem value, determine the value realization path of the production region corresponding to the optimized product ecosystem value according to the optimal sales region, summarize the value realization paths, and obtain the value realization path group corresponding to the optimized product ecosystem value set. The value realization path generation module is used to aggregate value realization path groups to obtain the value realization path group set corresponding to the ecosystem product set; The value path visualization module receives value path visualization instructions, imports the value realization path set into the pre-built digital twin module according to the value path visualization instructions, obtains a visualization model, and completes the visualization of the value realization path of the ecosystem product based on the digital twin based on the visualization model.

Images