Intelligent irrigation management system and method for landscaping

By using an intelligent irrigation management system during cedar transplantation, combining cedar root image and soil data, the water demand degree of cedar is calculated, and the problems of low survival rate of cedar and waste of water resources in tree transplantation are solved, and efficient water resource utilization is achieved and reduce maintenance costs.

CN119404740AInactive Publication Date: 2025-02-11枣庄市市中区房地产开发和房屋征收服务中心
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Patent Information

Application Number
CN202411572095.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-11-06
Publication Date
2025-02-11
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

The prior art cannot ensure the survival rate of cedar during tree transplantation, resulting in improper water replenishment, wasted water resources and inability to meet cedar growth needs.

Method used

By introducing the cedar root image, soil moisturizing degree and needle moisture content from each period into the cedar moisture requirement model, the cedar moisture requirement for each period is calculated, and combining the analysis of cedar root damage degree and recovery degree, a targeted irrigation strategy is formulated. .

Benefits of technology

It has achieved accurate assessment of the moisture needs during cedar transplantation, avoided excessive or insufficient irrigation, saved water resources, reduced maintenance costs of landscaping, and increased the success rate of cedar transplantation.

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Abstract

The invention relates to the technical field of garden management, particularly discloses an intelligent irrigation management system and method for landscaping, and is used for solving the problems that in the prior art, targeted irrigation for cedar root systems is lacked, so that water resources are wasted, and the growth requirements of cedars cannot be met. The cedar root system image, the soil moisture retention degree and the needle leaf moisture content of each period are introduced into the cedar moisture demand degree model to calculate the cedar moisture demand degree of each period; importing the cedar water demand degree, the cedar root system image and the cedar root system standard image in the early stage of transplantation into a cedar root system damage degree model to calculate the cedar root system damage degree; the cedar water demand degree, the cedar root system damage degree, the cedar root system image and the cedar root system standard image in the early stage, the middle stage and the later stage of transplantation are imported into a cedar root system recovery degree analysis model, the cedar root system recovery degree in each period is analyzed, and the water demand in the cedar transplantation period can be accurately evaluated.
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Description

Technical Field

[0001] The present invention relates to the technical field of garden management, and more specifically, to an intelligent irrigation management system and method for garden greening. Background Art

[0002] Tree transplantation has gradually become a regular task in landscaping. The transplantation of garden trees can not only quickly and efficiently solve urban landscaping and ecological problems, but also allow citizens to fully enjoy the convenience brought by urban green spaces. However, in the process of tree transplantation, it is impossible to ensure that the survival rate of trees is 100%, resulting in a waste of tree resources. Among them, cedar has a strong adaptability and can survive in poor soil conditions. It has good resistance to drought, high temperature, low temperature, and salinity.

[0003] The physiological changes of the root system of transplanted cedar can be divided into three stages: the first is the initial stage of cedar transplantation, that is, from the time of excavation to planting, the root system begins to form adventitious roots and callus tissue; the second stage is the early stage of cedar transplantation, the seedlings begin to grow new leaves and form callus tissue, but no root system is formed; the third stage is the middle and late stages of cedar transplantation, dense branches and leaves and new roots are generated. In the process of pine transplantation, the root system of cedar will be more or less damaged, resulting in water loss. At the same time, due to the damage to the root system, the water absorption capacity of the root system decreases, resulting in insufficient water supply to the tree cells. The existing technology for water supplementation is mostly through water irrigation, but it does not specifically combine the physiological changes of the cedar root system for targeted irrigation, resulting in waste of water resources and failure to meet the growth needs of cedar. In order to solve the above problems, a technical solution is now provided. Summary of the invention

[0004] In order to overcome the above-mentioned defects of the prior art, the present invention provides an intelligent irrigation management system and method for landscaping, which calculates the water demand of cedar in each period by importing the cedar root system image, soil moisture retention degree and needle moisture content in each period into the cedar water requirement model, and imports the acquired cedar water requirement, cedar root system image and cedar root standard image in the early stage of transplantation into the cedar root system damage degree model to calculate the cedar root system damage degree; imports the cedar water requirement, cedar root system damage degree, cedar root system image and cedar root standard image before, during and after transplantation into the cedar root system recovery degree analysis model, analyzes the cedar root system recovery degree in each period, and can accurately evaluate the water demand during the cedar transplantation period to solve the problems raised in the above-mentioned background technology.

[0005] To achieve the above object, the present invention provides the following technical solutions: An intelligent irrigation management method for landscaping includes the following steps: Step 1: obtaining cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as soil basic data and needle water content at each stage, and obtaining standard cedar root system images after transplantation, and storing and transmitting the cedar root system images, cedar root system standard images, soil basic data and needle water content; Step 2: Importing soil basic data of each period into soil moisture retention calculation formula to calculate soil moisture retention; Step 3, respectively importing the cedar root system images, soil moisture retention and needle moisture content at each period into the cedar water requirement model to calculate the cedar water requirement at each period; Step 4: Compare the water demand of cedar in each period with the water irrigation threshold of the set period. If the water demand of cedar in each period is less than the water irrigation threshold of the set period, irrigate according to the water demand of cedar; if the water demand of cedar in each period is greater than or equal to the water irrigation threshold of the set period, irrigate according to the water irrigation threshold; Step 5: Import the acquired water requirement of cedar at the initial stage of transplantation, the cedar root system image and the cedar root system standard image into the cedar root system damage degree model to calculate the cedar root system damage degree; import the water requirement of cedar before, during and after transplantation, the cedar root system damage degree, the cedar root system image and the cedar root system standard image into the cedar root system recovery degree analysis model to analyze the cedar root system recovery degree in each period; Step six, arrange the degree of recovery of the cedar roots before, during and after transplantation in ascending order. If the arrangement result is that the value of the degree of recovery of the cedar roots in the late stage of transplantation is the largest and the value of the degree of recovery of the cedar roots in the early stage of transplantation is the smallest, it indicates that the cedar transplantation is successful; if the arrangement result is not that the value of the degree of recovery of the cedar roots in the late stage of transplantation is the largest and the value of the degree of recovery of the cedar roots in the early stage of transplantation is the smallest, it indicates that the cedar transplantation is unsuccessful.

[0006] As a further solution of the present invention, in step 2, the soil moisture content, soil conductivity and soil organic matter content ratio of each period are respectively introduced into the soil moisture retention degree calculation formula to calculate the soil moisture retention degree. The soil moisture retention degree calculation formula is: ; Where: The soil moisture retention level, is the soil moisture content, is the soil electrical conductivity, is the percentage of soil organic matter content.

[0007] As a further solution of the present invention, in step 3, the cedar root system images, soil moisture retention and needle moisture content at each period are respectively introduced into the cedar water requirement model to calculate the cedar water requirement at each period, and the primary cedar water requirement at the initial stage of transplantation, the primary cedar water requirement at the early stage of transplantation, the secondary cedar water requirement at the middle stage of transplantation, and the tertiary cedar water requirement at the late stage of transplantation are respectively calculated, wherein the formula of the cedar water requirement model is: ; Where: The moisture requirement of cedar is is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, The soil moisture retention level, The moisture content of needles.

[0008] As a further solution of the present invention, in step 5, the water requirement of the cedar at the initial stage of transplantation, the cedar root system image and the cedar root system standard image are imported into the cedar root system damage degree model to calculate the cedar root system damage degree. The formula of the cedar root system damage degree model is: ; Where: The degree of damage to the cedar root system. The water requirement of cedar in the early stage of transplanting. is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, is the number of roots in the standard image of cedar root system, This is the standard image of the cedar root system. The number of pixels of the root system.

[0009] As a further solution of the present invention, in step 5, the water demand of cedar before, during and after transplantation, the degree of damage to the cedar root system, the cedar root system image and the cedar root system standard image are introduced into the cedar root system recovery degree analysis model to analyze the degree of recovery of the cedar root system in each period. The formula of the cedar root system recovery degree analysis model is: ; Where: The degree of root recovery of cedar. is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, The water requirement of the first-level cedar or the second-level cedar or the third-level cedar is The water requirement of cedar in the early stage of transplantation is The degree of root damage of cedar.

[0010] As a further scheme of the present invention, an intelligent irrigation management system for landscaping is used to implement the above-mentioned intelligent irrigation management method for landscaping, and is characterized in that it includes a processor and a data monitoring module, an irrigation strategy formulation module and a cedar root recovery analysis module that are communicatively connected to the processor; the data monitoring module is used to obtain the cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as the basic soil data and needle moisture content of each period, and at the same time obtain the standard image of the cedar root system after transplantation, and store and transmit the cedar root system image, the standard image of the cedar root system, the basic soil data and the needle moisture content; the irrigation strategy formulation module is used to determine the water irrigation amount according to the water demand in each period; the cedar root system recovery analysis module is used to analyze the water demand of the cedar before, during and after transplantation.

[0011] As a further solution of the present invention, the data monitoring module includes an image data acquisition unit, an image data storage unit and an image data transmission unit; the irrigation strategy formulation module includes a water demand analysis module, an irrigation threshold comparison module and an intelligent irrigation unit; the cedar root recovery analysis module includes a cedar root damage degree calculation unit, a root recovery degree analysis unit, a sorting unit, a sorting result review unit and a result output unit.

[0012] Technical effects and advantages of an intelligent irrigation management system and method for landscaping of the present invention: the present invention imports cedar root images, soil moisture retention and needle moisture content of each period into a cedar water requirement model to calculate the cedar water requirement of each period, imports the acquired cedar water requirement, cedar root images and cedar root standard images at the early stage of transplantation into a cedar root damage degree model to calculate the cedar root damage degree; imports the cedar water requirement, cedar root damage degree, cedar root images and cedar root standard images before, during and after transplantation into a cedar root recovery degree analysis In the model, the analysis of the degree of root recovery of cedar in each period can accurately evaluate the water demand of cedar during transplantation; irrigation according to the water demand of cedar can avoid excessive or insufficient irrigation, thereby saving the use of water resources and reducing the waste of water resources; reasonable irrigation management can reduce the maintenance cost of landscaping, avoid the cost of excessive irrigation, and also reduce the waste of manpower and material resources; by analyzing the cedar root system image and the degree of root recovery, possible problems in the cedar transplantation process can be discovered in time, and corresponding measures can be taken to solve them, thereby improving the success rate of cedar transplantation. BRIEF DESCRIPTION OF THE DRAWINGS

[0013] Figure 1 A schematic diagram of a flow chart of an intelligent irrigation management method for landscaping according to the present invention; Figure 2 The present invention is a structural schematic diagram of an intelligent irrigation management system for landscaping. DETAILED DESCRIPTION

[0014] The following will be combined with the accompanying drawings in the present invention to clearly and completely describe the technical solution in the present invention. Obviously, the described technical solution is only a part of the present invention, not all of it. Based on the technical solution in the present invention, all other technical solutions obtained by ordinary technicians in this field without making creative work are within the scope of protection of the present invention.

[0015] Embodiment 1.

[0016] Figure 1 The figure shows a flow chart of an intelligent irrigation management method for landscaping according to the present invention. Figure 1 As shown, an intelligent irrigation management method for landscaping in this embodiment includes the following steps: Step 1: obtaining cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as soil basic data and needle water content at each stage, and obtaining standard cedar root system images after transplantation, and storing and transmitting the cedar root system images, cedar root system standard images, soil basic data and needle water content; Step 2: Importing soil basic data of each period into soil moisture retention calculation formula to calculate soil moisture retention; Step 3, respectively importing the cedar root system images, soil moisture retention and needle moisture content at each period into the cedar water requirement model to calculate the cedar water requirement at each period; Step 4: Compare the water demand of cedar in each period with the water irrigation threshold of the set period. If the water demand of cedar in each period is less than the water irrigation threshold of the set period, irrigate according to the water demand of cedar; if the water demand of cedar in each period is greater than or equal to the water irrigation threshold of the set period, irrigate according to the water irrigation threshold; Step 5: Import the acquired water requirement of cedar at the initial stage of transplantation, the cedar root system image and the cedar root system standard image into the cedar root system damage degree model to calculate the cedar root system damage degree; import the water requirement of cedar before, during and after transplantation, the cedar root system damage degree, the cedar root system image and the cedar root system standard image into the cedar root system recovery degree analysis model to analyze the cedar root system recovery degree in each period; Step six, arrange the degree of recovery of the cedar roots before, during and after transplantation in ascending order. If the arrangement result is that the value of the degree of recovery of the cedar roots in the late stage of transplantation is the largest and the value of the degree of recovery of the cedar roots in the early stage of transplantation is the smallest, it indicates that the cedar transplantation is successful; if the arrangement result is not that the value of the degree of recovery of the cedar roots in the late stage of transplantation is the largest and the value of the degree of recovery of the cedar roots in the early stage of transplantation is the smallest, it indicates that the cedar transplantation is unsuccessful.

[0017] The water requirement of cedar in each period is calculated by importing the root images, soil moisture retention and needle moisture content of cedar at each period into the cedar water requirement model; the water requirement of cedar in the early stage of transplantation, cedar root images and standard images of cedar roots are imported into the cedar root damage degree model to calculate the degree of cedar root damage; the water requirement of cedar before, during and late stages of transplantation, the degree of cedar root damage, cedar root images and standard images of cedar roots are imported into the cedar root recovery degree analysis model to analyze the recovery degree of cedar roots in each period, so as to accurately evaluate the water requirement of cedar during transplantation.

[0018] In step three, the cedar root images, soil moisture retention and needle moisture content of each period are respectively imported into the cedar water requirement model to calculate the cedar water requirement of each period, specifically: the cedar root images, soil basic data and needle moisture content of the initial transplantation are imported into the cedar water requirement model to calculate the primary cedar water requirement of transplantation; the cedar root images, soil basic data and needle moisture content of the early transplantation are imported into the cedar water requirement model to calculate the first-level cedar water requirement; the cedar root images, soil basic data and needle moisture content of the middle transplantation are imported into the cedar water requirement model to calculate the second-level cedar water requirement; the cedar root images, soil basic data and needle moisture content of the late transplantation are imported into the cedar water requirement model to calculate the third-level cedar water requirement.

[0019] In step 1, basic soil data include soil moisture content, soil electrical conductivity and soil organic matter content. The soil moisture content is sampled in the transplanting area by a ring knife and placed in an aluminum box. The soil sample and the total weight of the aluminum box are weighed. , and then put it in a dryer to dry until the weight no longer changes, then take out the cooled aluminum box and the soil sample and weigh it, record it as , discard the soil sample and weigh only the aluminum box , the soil moisture content is calculated as: ; The soil conductivity is measured by weighing a 2 mm sieved air-dried soil sample and placing it in a small beaker. The soil sample weighs 50 g, and 50 ml of distilled water is added to soak the soil sample. The soil sample is stirred vigorously for 2 minutes and then allowed to stand. The conductivity is measured using a conductivity meter. The soil conductivity calculation formula is: ; Where: is the soil electrical conductivity, is the conductivity, is the temperature correction coefficient, is the electrode constant; The proportion of soil organic matter content was calculated by the potassium dichromate volumetric method. 0.5 soil sample was weighed and placed in a test tube. 5 ml of a standard solution with a concentration of 0.8 mol / L and 0.5 ml of concentrated sulfuric acid were added. The test tube was placed in an oil bath at 188 degrees Celsius and then the temperature was controlled to 175 degrees Celsius. When the bubbles in the test tube overflowed, it was boiled for 5 minutes. After cooling, it was titrated with ferrous sulfate with a concentration of 0.2 mol / L. O-phenanthroline was used as an indicator. The calculation formula for the proportion of soil organic matter content was: ; Where: is the soil organic matter content, is the molar amount of ferrous sulfate consumed, is the mass of soil sample, is the molar mass of organic matter.

[0020] The moisture content of needles was measured by collecting the cedar needles to be transplanted and placing them in an aluminum box. The total weight of the sample and the aluminum box was weighed. , and then put it in a dryer to dry until the weight no longer changes, then take out the cooled aluminum box and the soil sample and weigh it, record it as , discard the cedar needles and weigh only the aluminum box , the soil moisture content is calculated as: .

[0021] In step 2, the soil moisture content, soil conductivity and soil organic matter content ratio of each period are respectively introduced into the soil moisture retention degree calculation formula to calculate the soil moisture retention degree. The soil moisture retention degree calculation formula is: ; Where: The soil moisture retention level, is the soil moisture content, is the soil electrical conductivity, is the percentage of soil organic matter content.

[0022] In step three, the cedar root system images, soil moisture retention and needle moisture content at each period are respectively imported into the cedar water requirement model to calculate the cedar water requirement at each period, and the primary cedar water requirement at the initial stage of transplantation, the primary cedar water requirement at the early stage of transplantation, the secondary cedar water requirement at the middle stage of transplantation, and the tertiary cedar water requirement at the late stage of transplantation are calculated respectively. The formula of the cedar water requirement model is: ; Where: The moisture requirement of cedar is is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, The soil moisture retention level, The moisture content of needles.

[0023] By calculating the water requirement of cedar, we can more accurately understand the degree of water demand of cedar, which is helpful to formulate accurate irrigation plans and avoid excessive or insufficient irrigation, so as to improve the water utilization efficiency of landscaping; according to the water requirement of cedar in different periods, targeted greening management can be carried out. For example, in the early stage of transplantation, watering may need to be increased to promote root growth, while irrigation can be appropriately reduced in the later stage of transplantation to promote deep root growth and improve drought resistance; by scientifically and reasonably calculating the water requirement of cedar, we can reduce unnecessary waste of water resources, save water resources, and reduce the maintenance cost of landscaping; irrigation management based on the water requirement of cedar helps to maintain a suitable soil moisture environment, promote the growth and development of cedar roots, improve the health of plants, and enhance their resistance to stress.

[0024] In step 5, the water requirement of the cedar at the initial stage of transplantation, the cedar root system image and the cedar root system standard image are imported into the cedar root system damage degree model to calculate the cedar root system damage degree. The formula of the cedar root system damage degree model is: ; Where: The degree of damage to the cedar root system. The water requirement of cedar in the early stage of transplanting. is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, is the number of roots in the standard image of cedar root system, This is the standard image of the cedar root system. The number of pixels of the root system.

[0025] By calculating the degree of root damage of cedar, the health status of cedar roots in the early stage of transplantation can be timely evaluated, the degree of root damage can be discovered and quantitatively evaluated, which is helpful to take appropriate measures for repair and management; the cedar root damage degree model can calculate the degree of root damage according to the number of pixels in the cedar root system image, and quantify the degree of root damage into a specific value, which is helpful to understand the health status of the root system more accurately; accurate assessment of the degree of root damage can help garden managers to carry out management and repair work more targeted, which helps to improve management efficiency and root recovery speed.

[0026] In step 5, the water demand of cedar before, during and after transplantation, the degree of damage to the cedar root system, the cedar root system image and the cedar root system standard image are imported into the cedar root system recovery degree analysis model to analyze the degree of recovery of the cedar root system in each period. The formula of the cedar root system recovery degree analysis model is: ; Where: The degree of root recovery of cedar. is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, The water requirement of the first-level cedar or the second-level cedar or the third-level cedar is The water requirement of cedar in the early stage of transplantation is The degree of root damage of cedar.

[0027] Combining the cedar's water demand, root damage level and root image data, we can more comprehensively evaluate the recovery of the cedar root system. By quantitatively analyzing the degree of root recovery, we can promptly detect poor root recovery or abnormalities, which will help to take appropriate management measures for adjustment and improvement.

[0028] The embodiment of the present invention calculates the water requirement of the cedar at each period by importing the cedar root image, soil moisture retention and needle moisture content at each period into the cedar water requirement model, and imports the acquired cedar water requirement at the initial stage of transplantation, the cedar root image and the standard cedar root image into the cedar root damage degree model to calculate the cedar root damage degree; imports the cedar water requirement, cedar root damage degree, cedar root image and the standard cedar root image before, during and after transplantation into the cedar root recovery degree analysis model, analyzes the cedar root recovery degree in each period, and can accurately evaluate the water requirement of the cedar during the transplantation period.

[0029] Embodiment 2.

[0030] Figure 2 The figure shows a schematic diagram of the structure of an intelligent irrigation management system for gardening and greening according to the present invention. Figure 1 As shown, an intelligent irrigation management system for landscaping in this embodiment includes a processor and a data monitoring module, an irrigation strategy formulation module and a cedar root system recovery analysis module that are communicatively connected to the processor, the data monitoring module is connected to the irrigation strategy formulation module, and the irrigation strategy formulation module is connected to the cedar root system recovery analysis module; The data monitoring module is used to obtain the cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as the basic soil data and needle moisture content at each period, and to obtain the standard cedar root system images after transplantation, and store and transmit the cedar root system images, standard cedar root system images, basic soil data and needle moisture content; The irrigation strategy formulation module is used to determine the amount of irrigation water according to the water demand in each period; The cedar root recovery analysis module is used to analyze the water requirements of cedar before, during and after transplantation.

[0031] The data monitoring module includes an image data acquisition unit, an image data storage unit and an image data transmission unit; the image data acquisition unit is connected to the image data storage unit and the image data transmission unit respectively; The image data acquisition unit is used to acquire the cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as the basic soil data and needle leaf moisture content at each stage, and acquire the standard image of the cedar root system after transplantation through a root system camera; The image data storage unit is used to store cedar root system images, cedar root system standard images, soil basic data and needle leaf moisture content; The image data transmission unit is used for transmitting cedar root system images, cedar root system standard images, soil basic data and needle leaf moisture content.

[0032] The irrigation strategy formulation module includes a water demand analysis module, an irrigation threshold comparison module and an intelligent irrigation unit. The water demand analysis unit is connected to the irrigation threshold comparison unit, and the irrigation threshold comparison unit is connected to the intelligent irrigation unit. The water demand analysis module is used to determine the water demand of cedar in different periods by constructing a cedar water demand model; The irrigation threshold comparison module is used to compare the water demand of cedar in each period with the water irrigation threshold of the set period; The intelligent irrigation unit is used to determine the amount of water irrigation according to the comparison results.

[0033] The cedar root system recovery analysis module includes a cedar root system damage degree calculation unit, a root system recovery degree analysis unit, a sorting unit, a sorting result review unit and a result output unit. The cedar root system damage degree calculation unit is connected to the root system recovery degree analysis unit, the root system recovery degree analysis unit is connected to the sorting unit, the sorting unit is connected to the sorting result review unit, and the sorting result review unit is connected to the result output unit. The cedar root damage degree calculation unit is used to import the acquired cedar water demand degree at the initial stage of transplantation, the cedar root system image and the cedar root system standard image into the cedar root damage degree model to calculate the cedar root damage degree; The root system recovery degree analysis unit is used to import the cedar water demand before, during and after transplantation, the cedar root damage degree, the cedar root system image and the cedar root system standard image into the cedar root system recovery degree analysis model; The sorting unit is used to arrange the degree of root recovery of cedar trees before, during and after transplantation in ascending order; The sorting result review unit is used to review the sorting results; The result output unit is used to output whether the cedar is successfully transplanted according to the arrangement results.

[0034] The embodiment of the present invention imports the cedar root system images, soil moisture retention and needle moisture content of each period into the cedar water requirement model to calculate the cedar water requirement of each period, imports the cedar water requirement, cedar root system images and cedar root standard images obtained in the early stage of transplantation into the cedar root damage degree model to calculate the cedar root damage degree; imports the cedar water requirement, cedar root damage degree, cedar root system images and cedar root standard images before, during and after transplantation into the cedar root recovery degree analysis model to analyze the cedar root system in each period. The degree of recovery can accurately assess the water demand of cedar during transplantation; irrigation based on the water demand of cedar can avoid excessive or insufficient irrigation, thereby saving the use of water resources and reducing the waste of water resources; reasonable irrigation management can reduce the maintenance cost of landscaping, avoid the cost of excessive irrigation, and also reduce the waste of manpower and material resources; by analyzing the cedar root image and the degree of root recovery, possible problems in the cedar transplantation process can be discovered in time, and corresponding measures can be taken to solve them, thereby improving the success rate of cedar transplantation.

[0035] The above is only a specific implementation of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art who is familiar with the present technical field can easily think of changes or substitutions within the technical scope disclosed in the present application, which should be included in the protection scope of the present application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.

[0036] Finally: The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention should be included in the protection scope of the present invention.

Claims

1. An intelligent irrigation management method for landscaping, characterized in that: The steps include: Step 1: obtaining cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as soil basic data and needle water content at each stage, and obtaining standard cedar root system images after transplantation, and storing and transmitting the cedar root system images, cedar root system standard images, soil basic data and needle water content; Step 2: Importing soil basic data of each period into soil moisture retention calculation formula to calculate soil moisture retention; Step 3, respectively importing the cedar root system images, soil moisture retention and needle moisture content at each period into the cedar water requirement model to calculate the cedar water requirement at each period; Step 4: Compare the water demand of cedar in each period with the water irrigation threshold of the set period. If the water demand of cedar in each period is less than the water irrigation threshold of the set period, irrigate according to the water demand of cedar; if the water demand of cedar in each period is greater than or equal to the water irrigation threshold of the set period, irrigate according to the water irrigation threshold; Step 5: Import the acquired water requirement of cedar at the initial stage of transplantation, the cedar root system image and the cedar root system standard image into the cedar root system damage degree model to calculate the cedar root system damage degree; import the water requirement of cedar before, during and after transplantation, the cedar root system damage degree, the cedar root system image and the cedar root system standard image into the cedar root system recovery degree analysis model to analyze the cedar root system recovery degree in each period; Step six, arrange the degree of recovery of the cedar roots before, during and after transplantation in ascending order. If the arrangement result is that the value of the degree of recovery of the cedar roots in the late stage of transplantation is the largest and the value of the degree of recovery of the cedar roots in the early stage of transplantation is the smallest, it indicates that the cedar transplantation is successful; if the arrangement result is not that the value of the degree of recovery of the cedar roots in the late stage of transplantation is the largest and the value of the degree of recovery of the cedar roots in the early stage of transplantation is the smallest, it indicates that the cedar transplantation is unsuccessful.

2. The intelligent irrigation management method for landscaping according to claim 1, characterized in that: In step 2, the soil moisture content, soil conductivity and soil organic matter content ratio of each period are respectively introduced into the soil moisture retention degree calculation formula to calculate the soil moisture retention degree. The soil moisture retention degree calculation formula is: ; Where: The soil moisture retention level, is the soil moisture content, is the soil electrical conductivity, is the percentage of soil organic matter content.

3. The intelligent irrigation management method for landscaping according to claim 1, characterized in that: In step three, the cedar root system images, soil moisture retention and needle moisture content at each period are respectively imported into the cedar water requirement model to calculate the cedar water requirement at each period, and the primary cedar water requirement at the initial stage of transplantation, the primary cedar water requirement at the early stage of transplantation, the secondary cedar water requirement at the middle stage of transplantation, and the tertiary cedar water requirement at the late stage of transplantation are calculated respectively. The formula of the cedar water requirement model is: ; Where: The moisture requirement of cedar is is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, The soil moisture retention level, The moisture content of needles.

4. The intelligent irrigation management method for landscaping according to claim 1, characterized in that: In step 5, the water requirement of the cedar at the initial stage of transplantation, the cedar root system image and the cedar root system standard image are imported into the cedar root system damage degree model to calculate the cedar root system damage degree. The formula of the cedar root system damage degree model is: ; Where: The degree of damage to the cedar root system. The water requirement of cedar in the early stage of transplanting. is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, is the number of roots in the standard image of cedar root system, This is the standard image of the cedar root system. The number of pixels of the root system.

5. The intelligent irrigation management method for landscaping according to claim 1, characterized in that: In step 5, the water demand of cedar before, during and after transplantation, the degree of damage to the cedar root system, the cedar root system image and the cedar root system standard image are imported into the cedar root system recovery degree analysis model to analyze the degree of recovery of the cedar root system in each period. The formula of the cedar root system recovery degree analysis model is: ; Where: The degree of root recovery of cedar. is the number of roots in the cedar root system image, The first image of the cedar root system The number of pixels of the root system, is the number of pixels in the cedar root system image, The water requirement of the first-level cedar or the second-level cedar or the third-level cedar is The water requirement of cedar in the early stage of transplantation is The degree of root damage of cedar.

6. An intelligent irrigation management system for gardening, used to implement an intelligent irrigation management method for gardening as claimed in any one of claims 1 to 5, characterized in that: It includes a processor and a data monitoring module, an irrigation strategy formulation module and a cedar root system recovery analysis module that are connected to the processor in communication; the data monitoring module is used to obtain cedar root system images at the initial stage of transplantation and before, during and after transplantation, as well as basic soil data and needle moisture content in each period, and at the same time obtain standard images of cedar roots after transplantation, and store and transmit the cedar root system images, standard images of cedar roots, basic soil data and needle moisture content; the irrigation strategy formulation module is used to determine the amount of water irrigation according to the water demand in each period; the cedar root system recovery analysis module is used to analyze the water demand of cedar before, during and after transplantation.

7. The intelligent irrigation management system for landscaping according to claim 6, characterized in that: The data monitoring module includes an image data acquisition unit, an image data storage unit and an image data transmission unit; the irrigation strategy formulation module includes a water demand analysis module, an irrigation threshold comparison module and an intelligent irrigation unit; the cedar root recovery analysis module includes a cedar root damage degree calculation unit, a root recovery degree analysis unit, a sorting unit, a sorting result review unit and a result output unit.