Ecological function analysis method and device based on power transmission and transformation project water conservation optimization

Abstract

The invention relates to an ecological function analysis method and device based on power transmission and transformation project water conservation optimization. The method comprises the following steps: acquiring each region environment image, each historical region environment image, economic benefit change data and ecological change information of a target region covered by a power transmission and transformation project, and identifying the environment change information of the target region based on each region environment image and each historical region environment image; based on the economic benefit change data, analyzing environmental economic value change information through an environmental economic evaluation strategy, and based on the ecological change information and the environmental change information, analyzing ecological function value change information of the target area through an ecological function evaluation strategy; and based on the environmental economic value change information and the ecological function value change information, identifying ecological function influence information, and based on the ecological function influence information, generating a target water conservation optimization scheme. By adopting the method, the water conservation optimization effect based on the power transmission and transformation project can be improved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of ecological assessment and power transmission and transformation engineering, and in particular relates to an ecological function analysis method and device based on water and soil conservation optimization of power transmission and transformation engineering. BACKGROUND

[0002] With the continuous development of power transmission and transformation engineering, the influence of power transmission and transformation engineering on the ecological environment gradually increases, thereby leading to ecological environment hazards such as water and soil loss, ecological function recession, and ecological environment pollution. Therefore, how to reduce the influence on the ecological environment while ensuring power supply and realizing the sustainable development of the power industry has become an important issue faced by the power industry. At present, the research on water conservation measures of power transmission and transformation engineering construction mainly focuses on the specific technical methods and application effects of water conservation measures. However, these researches often lack systematic and comprehensive consideration, and do not form a complete evaluation system to evaluate the ecological protection effect of water conservation measures. Therefore, how to perform function analysis of the ecological environment so that the subsequent water conservation measures based on ecological value improvement can realize the approach, which helps to optimize the power grid construction scheme, is the current research focus.

[0003] The traditional ecological function analysis scheme based on power transmission and transformation engineering is to manually evaluate the ecological environment by the staff, and manually analyze the influence of power transmission and transformation engineering on the ecological function. However, the manual analysis is greatly influenced by subjective factors, and the evaluation system is one-sided, thereby leading to poor water conservation optimization effect based on power transmission and transformation engineering. SUMMARY

[0004] Therefore, it is necessary to provide an ecological function analysis method and device based on water conservation optimization of power transmission and transformation engineering, computer equipment, computer readable storage medium, and computer program product in view of the above technical problems.

[0005] In a first aspect, the present application provides an ecological function analysis method based on water conservation optimization of power transmission and transformation engineering, comprising:

[0006] obtaining each regional environment image of a target region covered by the power transmission and transformation engineering, each historical regional environment image, economic benefit change data of the target region, and ecological change information of the target region, and identifying the environmental change information of the target region based on each regional environment image and each historical regional environment image;

[0007] based on the economic benefit change data, analyzing the environmental economic value change information of the target region through an environmental economic evaluation strategy, and based on the ecological change information and the environmental change information, analyzing the ecological function value change information of the target region through an ecological function evaluation strategy;

[0008] Based on the environmental economic value change information and the ecological function value change information, ecological function impact information is identified, and a target water conservation optimization scheme is generated based on the ecological function impact information.

[0009] Optionally, the environment change information of the target region is identified based on the regional environment images and the historical regional environment images, and the environment change information of the target region comprises:

[0010] The image acquisition mode corresponding to each regional environment image and the image acquisition mode corresponding to each historical regional environment image are identified, and in the image database, the environment type identified by each image acquisition mode and the environment characteristic information corresponding to each environment type are queried;

[0011] For each image acquisition mode, based on the regional environment image corresponding to the image acquisition mode and the historical regional environment image corresponding to the image acquisition mode, the regional environment feature of the target region and the historical regional environment feature of the target region are extracted through an image feature extraction network, and based on the regional environment feature and the historical regional environment feature, the feature difference information corresponding to the image acquisition mode is identified;

[0012] Based on the feature difference information corresponding to the image acquisition mode and the environment characteristic information of the environment type identified by the image acquisition mode, the environment characteristic change information of the environment type is identified, and the environment characteristic change information of all environment types is taken as the environment change information of the target region.

[0013] Optionally, the environmental economic value change information of the target region is analyzed based on the economic benefit change data through an environmental economic evaluation strategy, and the environmental economic value change information of the target region comprises:

[0014] The economic benefit change data is split into sub-benefit change data of each economic benefit type, and based on each sub-benefit change data, the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type are identified;

[0015] Based on the environmental economic evaluation strategy, the evaluation weight value corresponding to each economic benefit type and the sub-benefit evaluation strategy of each economic benefit type are identified, and based on the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type, the benefit impact value of each economic benefit type is evaluated through the sub-benefit evaluation strategy of each economic benefit type;

[0016] Based on the benefit impact value of each economic benefit type and the evaluation weight value corresponding to each economic benefit type, the economic benefit impact change value of the target region is calculated, and the economic benefit impact change value is taken as the environmental economic value change information of the target region.

[0017] Optionally, the ecological function evaluation strategy comprises an environment evaluation strategy and an ecology evaluation strategy, and the ecological function value change information of the target region is analyzed by the ecology evaluation strategy based on the ecological change information and the environment change information, comprising:

[0018] The climate change information of the target region, the biological change information of the target region and the geological change information of the target region are identified based on the ecological change information, and the ecological value change value of each ecological type of the target region is evaluated by the ecology evaluation strategy;

[0019] The environment value change value of each environment type of the target region is evaluated by the environment evaluation strategy based on the environment characteristic change information of each environment type of the target region;

[0020] The ecological value change value of each ecological type and the environment value change value of each environment type are taken as the ecological function value change information of the target region.

[0021] Optionally, the ecological function impact information is identified based on the environment economic value change information and the ecological function value change information, comprising:

[0022] The environment economic impact degree of the target region caused by the power transmission and transformation project is identified by an economic value evaluation index based on the environment economic value change information of the target region, and the ecological value impact degree of the target region caused by the power transmission and transformation project is identified by an ecological value impact index based on the ecological value change value of each ecological type and the environment value change value of each environment type;

[0023] The environment economic impact degree and the ecological value impact degree are taken as the ecological function impact information.

[0024] Optionally, the target water conservation optimization scheme is generated based on the ecological function impact information, comprising:

[0025] The initial water conservation optimization scheme of the target region is queried in a water conservation optimization database based on the ecological function impact information, and the economic benefit type corresponding to the benefit impact value greater than a preset benefit impact value threshold is selected as a target economic benefit type in the benefit impact value of each economic benefit type;

[0026] In the ecological value change values of each of the ecological types, the ecological type corresponding to the ecological value change value greater than the first change value threshold is screened as a target ecological type, and in the environmental value change values of each of the environmental types, the environmental type corresponding to the environmental value change value greater than the second change value threshold is screened as a target environmental type;

[0027] Based on the target economic benefit type, the target ecological type, and the target environmental type, a target water conservation optimization scheme of the target region is adapted from each of the initial water conservation optimization schemes.

[0028] In a second aspect, the application also provides an ecological function analysis device based on water conservation optimization of a power transmission and transformation project, comprising:

[0029] An acquisition module is configured to acquire regional environment images of a target region covered by the power transmission and transformation project, historical regional environment images, economic benefit change data of the target region, and ecological change information of the target region, and identify environmental change information of the target region based on the regional environment images and the historical regional environment images.

[0030] An analysis module is configured to analyze environmental economic value change information of the target region by an environmental economic evaluation strategy based on the economic benefit change data, and analyze ecological function value change information of the target region by an ecological function evaluation strategy based on the ecological change information and the environmental change information.

[0031] A generation module is configured to identify ecological function impact information based on the environmental economic value change information and the ecological function value change information, and generate a target water conservation optimization scheme based on the ecological function impact information.

[0032] Optionally, the acquisition module is specifically configured to:

[0033] Identify an image acquisition manner corresponding to each regional environment image and an image acquisition manner corresponding to each historical regional environment image, and query an environmental type identified by each image acquisition manner and environmental characteristic information corresponding to each environmental type in an image database.

[0034] For each image acquisition manner, extract regional environment characteristics of the target region and historical regional environment characteristics of the target region by an image feature extraction network based on the regional environment image corresponding to the image acquisition manner and the historical regional environment image corresponding to the image acquisition manner, and identify feature difference information corresponding to the image acquisition manner based on the regional environment characteristics and the historical regional environment characteristics.

[0035] Based on the feature difference information corresponding to the image acquisition mode, and the environment characteristic information of the environment type identified by the image acquisition mode, environment characteristic change information of the environment type is identified, and the environment characteristic change information of all environment types is taken as the environment change information of the target region.

[0036] Optionally, the analysis module is specifically used for:

[0037] The economic benefit change data is split into sub-benefit change data of each economic benefit type, and based on each sub-benefit change data, a benefit change direction of each economic benefit type and a benefit change degree of each economic benefit type are identified.

[0038] Based on the environment economic evaluation strategy, an evaluation weight value corresponding to each economic benefit type and a sub-benefit evaluation strategy of each economic benefit type are identified, and based on the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type, a benefit impact value of each economic benefit type is evaluated through the sub-benefit evaluation strategy of each economic benefit type.

[0039] Based on the benefit impact value of each economic benefit type and the evaluation weight value corresponding to each economic benefit type, an economic benefit impact change value of the target region is calculated, and the economic benefit impact change value is taken as the environment economic value change information of the target region.

[0040] Optionally, the analysis module is specifically used for:

[0041] Based on the ecological change information, climate change information of the target region, biological change information of the target region, and geological change information of the target region are identified, and through the ecological evaluation strategy, ecological value change values of each ecological type of the target region are evaluated.

[0042] Based on the environment characteristic change information of each environment type of the target region, through the environment evaluation strategy, environment value change values of each environment type of the target region are evaluated.

[0043] The ecological value change values of each ecological type and the environment value change values of each environment type are taken as the ecological function value change information of the target region.

[0044] Optionally, the generation module is specifically used for:

[0045] identify, based on the environmental economic value change information of the target region, a degree of environmental economic influence of the power transmission and transformation project on the target region through an economic value evaluation index, and identify, based on the ecological value change value of each of the ecological types and the environmental value change value of each of the environmental types, a degree of ecological value influence of the power transmission and transformation project on the target region through an ecological value influence index;

[0046] The degree of environmental economic influence and the degree of ecological value influence are taken as the ecological function influence information.

[0047] Optionally, the generating module is specifically configured to:

[0048] Based on the ecological function influence information, an initial water conservation optimization scheme of the target region is queried in a water conservation optimization database, and an economic benefit type corresponding to a benefit influence value greater than a preset benefit influence value threshold is filtered from the benefit influence values of each of the economic benefit types as a target economic benefit type;

[0049] An ecological type corresponding to an ecological value change value greater than a first change value threshold is filtered from the ecological value change values of each of the ecological types as a target ecological type, and an environmental type corresponding to an environmental value change value greater than a second change value threshold is filtered from the environmental value change values of each of the environmental types as a target environmental type;

[0050] Based on the target economic benefit type, the target ecological type, and the target environmental type, a target water conservation optimization scheme of the target region is adapted from the initial water conservation optimization schemes.

[0051] In a third aspect, a computer device is provided. The computer device includes a memory and a processor. The memory stores a computer program. When the processor executes the computer program, the steps of the method in any one of the first aspect are implemented.

[0052] In a fourth aspect, a computer readable storage medium is provided. The computer readable storage medium stores a computer program. When the computer program is executed by a processor, the steps of the method in any one of the first aspect are implemented.

[0053] In a fifth aspect, a computer program product is provided. The computer program product includes a computer program. When the computer program is executed by a processor, the steps of the method in any one of the first aspect are implemented.

[0054] The aforementioned method, apparatus, computer equipment, computer-readable storage medium, and computer program product for ecological function analysis based on water conservation optimization of power transmission and transformation projects acquire environmental images of each region and historical region within the target area covered by the power transmission and transformation project, economic benefit change data of the target area, and ecological change information of the target area. Based on the environmental images of each region and the historical region, the method identifies environmental change information of the target area. Based on the economic benefit change data, the method analyzes the environmental economic value change information of the target area using an environmental economic assessment strategy. Based on the ecological change information and the environmental change information, the method analyzes the ecological function value change information of the target area using an ecological function assessment strategy. Based on the environmental economic value change information and the ecological function value change information, the method identifies ecological function impact information and generates a target water conservation optimization scheme based on the ecological function impact information. This scheme analyzes the environmental, economic, and environmental changes of power transmission and transformation projects in the target area from three perspectives: environmental image changes, ecological changes, and economic benefit changes. Then, using pre-set evaluation indicators and combining this information with the three perspectives, it comprehensively analyzes the impact of power transmission and transformation projects on ecological functions. Finally, based on this impact information, it generates a target water conservation optimization scheme, ensuring the comprehensiveness and accuracy of the ecological impact analysis. Furthermore, by combining a comprehensive evaluation system from these three perspectives, this scheme comprehensively assesses changes in ecological function value, ensuring the comprehensiveness and accuracy of the analysis of ecological function and ecological economic information. The resulting target water conservation optimization scheme also improves the design accuracy of water conservation optimization schemes, thus comprehensively enhancing the water conservation optimization effect based on power transmission and transformation projects. Attached Figure Description

[0055] To more clearly illustrate the technical solutions in the embodiments of this application or related technologies, the drawings used in the description of the embodiments of this application or related technologies will be briefly introduced below. Obviously, the drawings described below are only some embodiments of this application. For those skilled in the art, other related drawings can be obtained based on these drawings without creative effort.

[0056] Figure 1 This is a flowchart illustrating an ecological function analysis method based on water conservation optimization in power transmission and transformation projects, as shown in one embodiment.

[0057] Figure 2 This is a flowchart illustrating an example of ecological function analysis based on water conservation optimization in power transmission and transformation projects in one embodiment.

[0058] Figure 3A structural block diagram of an ecological function analysis device based on water conservation optimization of a power transmission and transformation project in an embodiment;

[0059] Figure 4 An internal structure diagram of a computer device in an embodiment. DETAILED DESCRIPTION

[0060] In order to make the purposes, technical solutions and advantages of the present application clearer, the present application is further described in detail below with reference to the drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and do not limit the present application.

[0061] The ecological function analysis method based on water conservation optimization of a power transmission and transformation project provided by the embodiment of the present application can be applied in an application environment of a water conservation optimization scheme generated based on a power transmission and transformation project. The method can be applied to a terminal, a server, or a system including a terminal and a server, and is realized through the interaction of the terminal and the server. The terminal can be, but is not limited to, various personal computers, notebook computers, etc. The terminal analyzes the relevant change information of the environmental and economic changes, ecological changes and environmental changes of a target area covered by the power transmission and transformation project from three aspects of change information of environmental images, ecological change information and economic benefit change information, and then analyzes the influence information of the power transmission and transformation project on the ecological function by combining the change information of the three aspects through preset evaluation indexes. Finally, the target water conservation optimization scheme is generated based on the influence information, so as to ensure the comprehensiveness and accuracy of the analysis of the ecological influence of the power transmission and transformation project. Moreover, the scheme comprehensively evaluates the change information of the ecological function value through a comprehensive evaluation system of the three aspects, so as to ensure the comprehensiveness and accuracy of the analysis of the ecological function, ecological economic information and other information. Therefore, the target water conservation optimization scheme generated based on the above can improve the design accuracy of the water conservation optimization scheme, and comprehensively improve the water conservation optimization effect based on the power transmission and transformation project.

[0062] In an exemplary embodiment, as shown in Figure 1 Fig. 1, an ecological function analysis method based on water conservation optimization of a power transmission and transformation project is provided. The method is described by taking the terminal as an example, and includes the following steps S101-S103. Wherein:

[0063] In step S101, the environmental images of each region of a target area covered by a power transmission and transformation project, the historical environmental images of each region, the economic benefit change data of the target area, and the ecological change information of the target area are obtained, and the environmental change information of the target area is identified based on the environmental images of each region and the historical environmental images of each region.

[0064] In this embodiment, the terminal obtains regional environment images of a target region covered by the power transmission and transformation project through satellite remote sensing image technology or unmanned aerial vehicle regional scanning technology, and queries historical regional environment images of the target region before the power transmission and transformation project is constructed in the database, wherein the satellite remote sensing image technology or the unmanned aerial vehicle regional scanning technology uses different image acquisition modes to acquire regional environment images. The image acquisition mode is an acquisition mode of different spectral bands. The acquisition mode of different spectral bands can detect images of different environment types of the target region. The spectral bands include green light, red light and infrared light. The green light band is generally used to detect the characteristics of underground water, rocks and soil; the red light band detects plant growth, changes and water pollution; and the infrared band detects land, minerals and resources. Then, the terminal obtains economic benefit data of each economic benefit type of the target region in response to an information uploading operation of the staff, and takes the economic benefit data of all economic benefit types as the economic benefit change data of the target region. The economic benefit types include but are not limited to tourism benefit type, product benefit type, transportation benefit type and carbon sink benefit type. Then, the terminal collects climate change information, geological change information and biological change information of the target region, thereby obtaining ecological change information of the target region. Finally, the terminal identifies the environmental change information of the target region based on the regional environment images and the historical regional environment images. The environmental change information of the target region includes environmental characteristic change information of each environment type. The environmental characteristic change information is change data of the environmental characteristic information corresponding to the environment type. The specific identification process will be described in detail below.

[0065] In step S102, based on the economic benefit change data, the environmental economic evaluation strategy is used to analyze the environmental economic value change information of the target region, and based on the ecological change information and the environmental change information, the ecological function evaluation strategy is used to analyze the ecological function value change information of the target region.

[0066] In this embodiment, the terminal analyzes the environmental economic value change information of the target region based on the economic benefit change data through the environmental economic evaluation strategy, and analyzes the ecological function value change information of the target region based on the ecological change information and the environmental change information through the ecological function evaluation strategy. The environmental economic evaluation strategy includes evaluation weight values corresponding to each economic benefit type and a sub-benefit evaluation strategy for each economic benefit type. Each sub-benefit evaluation strategy is an evaluation strategy corresponding to the benefit influence value of each economic benefit type, and the specific evaluation method will be described in detail later. The ecological function evaluation strategy includes evaluation strategies corresponding to the ecological value of each ecological type. The climate change information, biological change information, and geological change information correspond to one or more ecological types, such as temperature change type, wind speed change type, humidity change type, and precipitation change type. The geological change information corresponds to water conservation change type, soil and water conservation change type, topographic change type, and land disturbance change type. The specific analysis process will be described in detail later.

[0067] In step S103, the ecological function influence information is identified based on the environmental economic value change information and the ecological function value change information, and the target water conservation optimization scheme is generated based on the ecological function influence information.

[0068] In this embodiment, the terminal identifies the ecological function influence information based on the environmental economic value change information and the ecological function value change information, and generates the target water conservation optimization scheme based on the ecological function influence information. The ecological function influence information is obtained by evaluating the economic value evaluation index and the ecological value influence index, and the influence information represents the influence information related to the ecological function such as economic value, ecological value, and environmental value. The specific identification process will be described in detail later.

[0069] Based on the above scheme, the environmental economic change, ecological change, and environmental change of the target region covered by the power transmission and transformation project are analyzed from three angles of environmental image change information, ecological change information, and economic benefit change information. Then, the influence information of the ecological function of the power transmission and transformation project is comprehensively analyzed by combining the above three angles of related change information through the preset evaluation index. Finally, the target water conservation optimization scheme is generated based on the influence information, thereby ensuring the comprehensiveness and accuracy of the analysis of the influence of the power transmission and transformation project on the ecology. Moreover, the comprehensive evaluation of the change information of the ecological function value is ensured by combining the three-angle evaluation system, thereby ensuring the comprehensiveness and accuracy of the analysis of the ecological function and ecological economic information. The target water conservation optimization scheme generated based on this can also improve the design accuracy of the water conservation optimization scheme, thereby comprehensively improving the water conservation optimization effect based on the power transmission and transformation project.

[0070] Optionally, based on the regional environment images and the historical regional environment images of each region, the environment change information of the target region is identified, including: identifying the image acquisition mode corresponding to each regional environment image and the image acquisition mode corresponding to each historical regional environment image, and querying in the image database the environment type identified by each image acquisition mode and the environment characteristic information corresponding to each environment type; for each image acquisition mode, based on the regional environment image corresponding to the image acquisition mode and the historical regional environment image corresponding to the image acquisition mode, the regional environment feature of the target region and the historical regional environment feature of the target region are extracted through the image feature extraction network, and based on the regional environment feature and the historical regional environment feature, the feature difference information corresponding to the image acquisition mode is identified; based on the feature difference information corresponding to the image acquisition mode and the environment characteristic information of the environment type identified by the image acquisition mode, the environment characteristic change information of the environment type is identified, and the environment characteristic change information of all environment types is taken as the environment change information of the target region.

[0071] In this embodiment, the terminal identifies the image acquisition mode corresponding to each regional environment image and the image acquisition mode corresponding to each historical regional environment image, and queries in the image database the environment type identified by each image acquisition mode and the environment characteristic information corresponding to each environment type. Among them, the environment characteristic information represents the environment characteristics that can be collected for this environment type, for example, the green light segment is generally used to detect the characteristics of underground water, rock and soil; the red light segment detects plant growth, change and water pollution, etc.; the infrared segment detects land, mineral resources and resources.

[0072] Then, for each image acquisition mode, based on the regional environment image corresponding to the image acquisition mode and the historical regional environment image corresponding to the image acquisition mode, the terminal extracts the regional environment feature of the target region and the historical regional environment feature of the target region through the image feature extraction network, and based on the regional environment feature and the historical regional environment feature, the feature difference information corresponding to the image acquisition mode is identified. Among them, the image feature extraction network is a convolutional neural network based on self-attention mechanism. Then, based on the feature difference information corresponding to the image acquisition mode and the environment characteristic information of the environment type identified by the image acquisition mode, the terminal identifies the environment characteristic change information of the environment type, and the environment characteristic change information of all environment types is taken as the environment change information of the target region.

[0073] Based on the above scheme, by comparing and analyzing the images of different environment types before and after the power transmission and transformation project in multiple bands and multiple acquisition modes, the environment change information of different environment types is identified, which improves the accuracy and comprehensiveness of identifying the environment change information of different environment types.

[0074] Optionally, based on the economic benefit change data, the environmental and economic value change information of the target region is analyzed through an environmental and economic evaluation strategy, including: splitting the economic benefit change data into sub-benefit change data of each economic benefit type, and based on each sub-benefit change data, identifying the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type; based on the environmental and economic evaluation strategy, identifying the evaluation weight value corresponding to each economic benefit type and the sub-benefit evaluation strategy of each economic benefit type, and based on the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type, evaluating the benefit impact value of each economic benefit type through the sub-benefit evaluation strategy of each economic benefit type; based on the benefit impact value of each economic benefit type and the evaluation weight value corresponding to each economic benefit type, calculating the economic benefit impact change value of the target region, and taking the economic benefit impact change value as the environmental and economic value change information of the target region.

[0075] In this embodiment, the terminal splits the economic benefit change data into sub-benefit change data of each economic benefit type, and based on each sub-benefit change data, identifies the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type. Among them, the benefit change direction includes but is not limited to the benefit increase direction and the benefit decrease direction, and the benefit change degree is the change degree corresponding to the benefit change amount of each economic benefit type, and the corresponding proportion between the benefit change amount and the change degree of each economic benefit type is different, which is the corresponding proportion preset by the staff on the terminal.

[0076] Finally, the terminal identifies the evaluation weight value corresponding to each economic benefit type and the sub-benefit evaluation strategy of each economic benefit type based on the environmental and economic evaluation strategy, and based on the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type, evaluates the benefit impact value of each economic benefit type through the sub-benefit evaluation strategy of each economic benefit type. Specifically, each sub-benefit evaluation strategy includes the benefit impact value corresponding to each benefit change degree range of each benefit change direction, and then the terminal identifies the benefit change degree range to which the benefit change degree of each economic benefit type belongs, thereby determining the benefit impact value corresponding to each benefit change degree.

[0077] The terminal multiplies the benefit impact value of each economic benefit type by the evaluation weight value corresponding to each economic benefit type, and then performs summation calculation to obtain the economic benefit impact change value of the target region, and takes the economic benefit impact change value as the environmental and economic value change information of the target region.

[0078] Based on the above scheme, by splitting the economic benefit types, the benefit influence value of each economic benefit type is calculated, and then based on the evaluation weight value corresponding to each economic benefit type, the economic benefit influence change value of the target region is calculated, which improves the calculation accuracy and comprehensiveness of the economic benefit influence change value.

[0079] Optionally, the ecological function evaluation strategy includes an environment evaluation strategy and an ecological evaluation strategy. Based on the ecological change information and the environment change information, the ecological function value change information of the target region is analyzed through the ecological function evaluation strategy, including: based on the ecological change information, the climate change information of the target region, the biological change information of the target region, and the geological change information of the target region are identified, and the ecological value change value of each ecological type of the target region is evaluated through the ecological evaluation strategy; based on the environment characteristic change information of each environment type of the target region, the environment value change value of each environment type of the target region is evaluated through the environment evaluation strategy; and the ecological value change value of each ecological type and the environment value change value of each environment type are taken as the ecological function value change information of the target region.

[0080] In this embodiment, the terminal identifies the climate change information of the target region, the biological change information of the target region, and the geological change information of the target region based on the ecological change information, and evaluates the ecological value change value of each ecological type of the target region through the ecological evaluation strategy. Specifically, the terminal splits the climate change information, the biological change information, and the geological change information into sub-change information of each ecological type, respectively, and then the terminal identifies the change range to which each sub-change information belongs based on the sub-change information of each ecological type through the ecological evaluation strategy, and takes the ecological value change value corresponding to the change range of each ecological type as the ecological value change value of each ecological type. The ecological evaluation strategy includes the ecological value change value corresponding to the change information range.

[0081] Then, the terminal evaluates the environment value change value of each environment type of the target region based on the environment characteristic change information of each environment type of the target region through the environment evaluation strategy. The environment evaluation strategy includes the environment value change value corresponding to the environment characteristic change range of each environment type, and then the terminal identifies the target environment characteristic change range of each environment type based on the environment characteristic change information of each environment type, and takes the environment value change value corresponding to the target environment characteristic change range as the environment value change value of each environment type.

[0082] Finally, the terminal takes the ecological value change value of each ecological type and the environment value change value of each environment type as the ecological function value change information of the target region.

[0083] Based on the above scheme, the ecological value change value of each ecological type and the environmental value change value of each environmental type are identified through each evaluation strategy, and the comprehensiveness and accuracy of identifying each ecological type and each environmental type are improved.

[0084] Optionally, based on the environmental economic value change information and the ecological function value change information, the ecological function impact information is identified, including: based on the environmental economic value change information of the target region, the environmental economic impact degree of the power transmission and transformation project on the target region is identified through the economic value evaluation index, and based on the ecological value change value of each ecological type and the environmental value change value of each environmental type, the ecological value impact degree of the power transmission and transformation project on the target region is identified through the ecological value impact index; the environmental economic impact degree and the ecological value impact degree are taken as the ecological function impact information.

[0085] In this embodiment, the terminal identifies the environmental economic impact degree of the power transmission and transformation project on the target region through the economic value evaluation index based on the environmental economic value change information of the target region, and identifies the ecological value impact degree of the power transmission and transformation project on the target region through the ecological value impact index based on the ecological value change value of each ecological type and the environmental value change value of each environmental type. Among them, the economic value evaluation index includes evaluation index information of each economic benefit type, and the ecological value impact index includes evaluation index information based on each ecological type and each environmental type. Each evaluation index information is an evaluation index preset by the staff on the terminal. The evaluation index information is a comprehensive evaluation index established by the staff based on a large amount of field investigation, expert experience and internet data.

[0086] Finally, the terminal takes the environmental economic impact degree and the ecological value impact degree as the ecological function impact information.

[0087] Based on the above scheme, the ecological function impact information is identified from the perspectives of environmental economy and ecological value respectively, and the comprehensiveness and accuracy of identifying the ecological function impact information are improved.

[0088] Optionally, based on the ecological function influence information, the target water conservation optimization scheme is generated, including: based on the ecological function influence information, in the water conservation optimization database, the initial water conservation optimization scheme of the target region is queried, and in the benefit influence values of each economic benefit type, the economic benefit type corresponding to the benefit influence value greater than the preset benefit influence value threshold is selected as the target economic benefit type; in the ecological value change values of each ecological type, the ecological type corresponding to the ecological value change value greater than the first change value threshold is selected as the target ecological type, and in the environmental value change values of each environmental type, the environmental type corresponding to the environmental value change value greater than the second change value threshold is selected as the target environmental type; based on the target economic benefit type, the target ecological type, and the target environmental type, in each initial water conservation optimization scheme, the target water conservation optimization scheme of the target region is adapted.

[0089] In the embodiment, the terminal queries the initial water conservation optimization scheme of the target region in the water conservation optimization database based on the ecological function influence information, and selects the economic benefit type corresponding to the benefit influence value greater than the preset benefit influence value threshold as the target economic benefit type in the benefit influence values of each economic benefit type. The water conservation optimization database includes a corresponding relationship between each ecological function influence information range and a water conservation optimization scheme, wherein each ecological function influence information range corresponds to one or more water conservation optimization schemes, and each water conservation optimization scheme includes an optimization scheme for optimizing each economic benefit type, ecological type, and environmental type. The water conservation optimization scheme is preset on the terminal by the staff, and is a preset scheme for environmental optimization based on different angles (for example, from the angles of engineering measures, soil water retention performance, and soil fertility improvement).

[0090] Then, the terminal selects the ecological type corresponding to the ecological value change value greater than the first change value threshold as the target ecological type in the ecological value change values of each ecological type, and selects the environmental type corresponding to the environmental value change value greater than the second change value threshold as the target environmental type in the environmental value change values of each environmental type. The first change value threshold, the second change value threshold, and the preset benefit influence value threshold are all thresholds preset on the terminal.

[0091] Finally, based on the target economic benefit type, target ecological type, and target environmental type, the terminal adapts the target water conservation optimization scheme for the target area from among the initial water conservation optimization schemes. Specifically, the terminal selects water conservation optimization schemes that include the target economic benefit type, target ecological type, and target environmental type from among the initial water conservation optimization schemes as initial target water conservation optimization schemes. Then, based on the benefit impact value of the target economic benefit type, the ecological value change value of the target ecological type, and the environmental value change value of the target environmental type, the terminal adjusts the parameter values ​​of the initial target water conservation optimization scheme related to the target economic benefit type, target ecological type, and target environmental type to obtain the target water conservation optimization scheme. Each water conservation optimization scheme includes parameter values ​​corresponding to different benefit impact ranges for each economic benefit type, different ecological value change ranges for each ecological type, and different environmental value change ranges for each environmental type. The terminal identifies the benefit impact range of the target economic benefit type, the ecological value change range of the target ecological type, and the environmental value change range of the target environmental type, thereby determining the relevant parameter values ​​for each target economic benefit type, target ecological type, and target environmental type. This ensures that the obtained water conservation optimization scheme is more suitable for the target area.

[0092] Based on the above scheme, by obtaining the initial water conservation optimization schemes for the target area through indicator evaluation, the target economic benefit type, target ecological type, and target environmental type are then selected, thereby locating and adjusting the target water conservation optimization schemes. This improves the accuracy of the determined target water conservation optimization schemes and their suitability for the target area, thus enhancing the environmental optimization effect on the target area.

[0093] This application also provides an example of ecological function analysis based on water conservation optimization in power transmission and transformation projects, such as... Figure 2 As shown, the specific processing procedure includes the following steps:

[0094] Step S201: Obtain environmental images of each area covered by the power transmission and transformation project, environmental images of each historical area, economic benefit change data of the target area, and ecological change information of the target area.

[0095] Step S202: Identify the image acquisition method corresponding to each regional environmental image and the image acquisition method corresponding to each historical regional environmental image, and query the image database for the environmental type identified by each image acquisition method and the environmental characteristic information corresponding to each environmental type.

[0096] In step S203, for each image acquisition mode, based on the region environment image corresponding to the image acquisition mode and the historical region environment image corresponding to the image acquisition mode, the region environment feature of the target region and the historical region environment feature of the target region are extracted through the image feature extraction network, and the feature difference information corresponding to the image acquisition mode is identified based on the region environment feature and the historical region environment feature.

[0097] In step S204, based on the feature difference information corresponding to the image acquisition mode and the environment characteristic information of the environment type identified by the image acquisition mode, the environment characteristic change information of the environment type is identified, and the environment characteristic change information of all environment types is taken as the environment change information of the target region.

[0098] In step S205, the economic benefit change data is split into sub-benefit change data of each economic benefit type, and based on each sub-benefit change data, the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type are identified.

[0099] In step S206, based on the environment economic evaluation strategy, the evaluation weight value corresponding to each economic benefit type and the sub-benefit evaluation strategy of each economic benefit type are identified, and based on the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type, the benefit impact value of each economic benefit type is evaluated through the sub-benefit evaluation strategy of each economic benefit type.

[0100] In step S207, based on the benefit impact value of each economic benefit type and the evaluation weight value corresponding to each economic benefit type, the economic benefit impact change value of the target region is calculated, and the economic benefit impact change value is taken as the environment economic value change information of the target region.

[0101] In step S208, based on the ecological change information, the climate change information of the target region, the biological change information of the target region and the geological change information of the target region are identified, and the ecological value change value of each ecological type of the target region is evaluated through the ecological evaluation strategy.

[0102] In step S209, based on the environment characteristic change information of each environment type of the target region, the environment value change value of each environment type of the target region is evaluated through the environment evaluation strategy.

[0103] In step S210, the ecological value change value of each ecological type and the environment value change value of each environment type are taken as the ecological function value change information of the target region.

[0104] Step S211, based on the environmental economic value change information of the target region, identifying the environmental economic influence degree of the power transmission and transformation project on the target region through the economic value evaluation index, and based on the ecological value change value of each ecological type and the environmental value change value of each environmental type, identifying the ecological value influence degree of the power transmission and transformation project on the target region through the ecological value influence index.

[0105] Step S212, taking the environmental economic influence degree and the ecological value influence degree as the ecological function influence information.

[0106] Step S213, based on the ecological function influence information, querying the initial water conservation optimization scheme of the target region in the water conservation optimization database, and screening the economic benefit type corresponding to the benefit influence value greater than the preset benefit influence value threshold from the benefit influence values of each economic benefit type as the target economic benefit type.

[0107] Step S214, screening the ecological type corresponding to the ecological value change value greater than the first change value threshold from the ecological value change values of each ecological type as the target ecological type, and screening the environmental type corresponding to the environmental value change value greater than the second change value threshold from the environmental value change values of each environmental type as the target environmental type.

[0108] Step S215, based on the target economic benefit type, the target ecological type, and the target environmental type, adapting the target water conservation optimization scheme of the target region from the initial water conservation optimization schemes.

[0109] It should be understood that although each step in the flowchart involved in each embodiment as described above is displayed in sequence according to the arrow indication, these steps are not necessarily executed in sequence according to the arrow indication. Unless otherwise specified herein, the execution of these steps is not strictly limited in sequence, and these steps can be executed in other orders. Moreover, at least part of the steps in the flowchart involved in each embodiment as described above can include multiple steps or stages, which are not necessarily executed at the same time, but can be executed at different times, and the execution sequence of these steps or stages is not necessarily sequential, but can be executed in rotation or alternation with at least part of other steps or steps or stages in other steps.

[0110] Based on the same inventive concept, the embodiments of the present application further provide a device for implementing the ecological function analysis method based on water conservation optimization of power transmission and transformation projects. The device provides a solution similar to the implementation scheme described in the above method, so the specific limitations in one or more ecological function analysis device embodiments based on water conservation optimization of power transmission and transformation projects provided below can refer to the limitations of the ecological function analysis method based on water conservation optimization of power transmission and transformation projects described above, which will not be repeated here.

[0111] In one exemplary embodiment, as shown in Figure 3 An ecological function analysis device based on water conservation optimization of power transmission and transformation projects is provided, comprising: an acquisition module 310, an analysis module 320, and a generation module 330, wherein:

[0112] The acquisition module 310 is configured to acquire regional environment images of each region of a target region covered by the power transmission and transformation project, historical regional environment images, economic benefit change data of the target region, and ecological change information of the target region, and identify environmental change information of the target region based on each of the regional environment images and each of the historical regional environment images.

[0113] The analysis module 320 is configured to analyze environmental economic value change information of the target region based on the economic benefit change data through an environmental economic evaluation strategy, and analyze ecological function value change information of the target region based on the ecological change information and the environmental change information through an ecological function evaluation strategy.

[0114] The generation module 330 is configured to identify ecological function impact information based on the environmental economic value change information and the ecological function value change information, and generate a target water conservation optimization scheme based on the ecological function impact information.

[0115] Optionally, the acquisition module 310 is specifically configured to:

[0116] Identify an image acquisition method corresponding to each regional environment image and an image acquisition method corresponding to each historical regional environment image, and query an environment type identified by each image acquisition method and environment characteristic information corresponding to each environment type in an image database.

[0117] For each image acquisition mode, based on the region environment image corresponding to the image acquisition mode and the historical region environment image corresponding to the image acquisition mode, the region environment feature of the target region and the historical region environment feature of the target region are extracted through an image feature extraction network, and the feature difference information corresponding to the image acquisition mode is identified based on the region environment feature and the historical region environment feature;

[0118] Based on the feature difference information corresponding to the image acquisition mode and the environment characteristic information of the environment type identified by the image acquisition mode, the environment characteristic change information of the environment type is identified, and the environment characteristic change information of all environment types is taken as the environment change information of the target region.

[0119] Optionally, the analysis module 320 is specifically configured to:

[0120] The economic benefit change data is split into sub-benefit change data of each economic benefit type, and the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type are identified based on each sub-benefit change data;

[0121] Based on the environment economic evaluation strategy, the evaluation weight value corresponding to each economic benefit type and the sub-benefit evaluation strategy of each economic benefit type are identified, and the benefit impact value of each economic benefit type is evaluated through the sub-benefit evaluation strategy of each economic benefit type based on the benefit change direction of each economic benefit type and the benefit change degree of each economic benefit type;

[0122] Based on the benefit impact value of each economic benefit type and the evaluation weight value corresponding to each economic benefit type, the economic benefit impact change value of the target region is calculated, and the economic benefit impact change value is taken as the environment economic value change information of the target region.

[0123] Optionally, the analysis module 320 is specifically configured to:

[0124] Based on the ecological change information, the climate change information of the target region, the biological change information of the target region, and the geological change information of the target region are identified, and the ecological value change value of each ecological type of the target region is evaluated through the ecological evaluation strategy;

[0125] Based on the environment characteristic change information of each environment type of the target region, the environment value change value of each environment type of the target region is evaluated through the environment evaluation strategy;

[0126] The ecological value change value of each ecological type and the environmental value change value of each environmental type are taken as the ecological function value change information of the target region.

[0127] Optionally, the generation module 330 is specifically configured to:

[0128] Based on the environmental economic value change information of the target region, the environmental economic influence degree of the power transmission and transformation project on the target region is identified through an economic value evaluation index, and based on the ecological value change value of each ecological type and the environmental value change value of each environmental type, the ecological value influence degree of the power transmission and transformation project on the target region is identified through an ecological value influence index.

[0129] The environmental economic influence degree and the ecological value influence degree are taken as the ecological function influence information.

[0130] Optionally, the generation module 330 is specifically configured to:

[0131] Based on the ecological function influence information, the initial water conservation optimization scheme of the target region is queried in a water conservation optimization database, and an economic benefit type corresponding to a benefit influence value greater than a preset benefit influence value threshold is filtered from each benefit influence value of each economic benefit type as a target economic benefit type.

[0132] A target ecological type is filtered from each ecological type in the ecological value change value of each ecological type and is greater than a first change value threshold, and a target environmental type is filtered from each environmental type in the environmental value change value of each environmental type and is greater than a second change value threshold.

[0133] Based on the target economic benefit type, the target ecological type, and the target environmental type, a target water conservation optimization scheme of the target region is adapted from each initial water conservation optimization scheme.

[0134] Each module in the above-mentioned ecological function analysis device based on water conservation optimization of a power transmission and transformation project can be realized by software, hardware, and a combination thereof, in whole or in part. Each module can be embedded in or independent of a processor in a computer device in a hardware form, or can be stored in a memory in a computer device in a software form, so as to be called and executed by a processor to perform the operations corresponding to each module.

[0135] In one exemplary embodiment, a computer device can be provided, which can be a terminal, and an internal structure diagram thereof can be as shown in Figure 4As shown in the figure. The computer device includes a processor, a memory, an input / output interface, a communication interface, a display unit and an input device. Among them, the processor, the memory and the input / output interface are connected through the system bus, and the communication interface, the display unit and the input device are connected to the system bus through the input / output interface. Among them, the processor of the computer device is used to provide computing and control capability. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operating system and the computer program in the non-volatile storage medium to run. The input / output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used to communicate with the external terminal in a wired or wireless manner. The wireless manner can be realized through WIFI, mobile cellular network, near field communication (Near Field Communication, NFC) or other technologies. The computer program is executed by the processor to realize an ecological function analysis method based on water conservation optimization of power transmission and transformation project. The display unit of the computer device is used to form a visually visible picture, which can be a display screen, a projection device or a virtual reality imaging device. The display screen can be a liquid crystal display screen or an electronic ink display screen. The input device of the computer device can be a touch layer overlaid on the display screen, or a key, trackball or touchpad arranged on the shell of the computer device, or an external keyboard, touchpad or mouse, etc.

[0136] Those skilled in the art can understand that, Figure 4 The structure shown in the figure is only a block diagram of part of the structure related to the scheme of the present application, and does not constitute a limitation on the computer device to which the scheme of the present application is applied. The specific computer device can include more or fewer components than those shown in the figure, or combine certain components, or have a different component arrangement.

[0137] In one exemplary embodiment, a computer device is provided, including a memory and a processor, the memory storing a computer program, and the processor executing the computer program to realize the steps of the ecological function analysis method based on water conservation optimization of power transmission and transformation project.

[0138] In one embodiment, a computer readable storage medium is provided, having a computer program stored thereon, and the computer program is executed by the processor to realize the steps of the ecological function analysis method based on water conservation optimization of power transmission and transformation project.

[0139] In one embodiment, a computer program product is provided, including a computer program, and the computer program is executed by the processor to realize the steps of the ecological function analysis method based on water conservation optimization of power transmission and transformation project.

[0140] It should be noted that the user information (including but not limited to user equipment information, user personal information, etc.) and data (including but not limited to data for analysis, stored data, displayed data, etc.) involved in the present application are all information and data authorized by the user or authorized by all parties, and the collection, use and processing of related data need to comply with relevant regulations.

[0141] It can be understood by those skilled in the art that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing related hardware through a computer program. The computer program can be stored in a non-volatile computer readable storage medium. When the computer program is executed, it can include the processes of the above-mentioned embodiments of each method. In the embodiments provided in the present application, any reference to memory, database or other medium can include at least one of non-volatile memory and volatile memory. Non-volatile memory can include read-only memory (Read-Only Memory, ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (Resistive Random Access Memory, ReRAM), magnetoresistive random access memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric memory (Ferroelectric Random Access Memory, FRAM), phase change memory (Phase Change Memory, PCM), graphene memory, etc. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, etc. As an illustration but not limitation, RAM can be in various forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), etc. The database involved in the embodiments provided in the present application can include at least one of a relational database and a non-relational database. The non-relational database can include a distributed database based on a block chain, etc., without being limited thereto. The processor involved in the embodiments provided in the present application can be a general-purpose processor, a central processing unit, a graphics processing unit, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, an artificial intelligence (Artificial Intelligence, AI) processor, etc., without being limited thereto.

[0142] Any technical features in the above embodiments can be combined, and for the sake of brevity, not all possible combinations are described above, however, any combination of these technical features is deemed to be within the scope of the present application.

[0143] The above embodiments only express several implementation manners of the present application, and the description is relatively specific and detailed, but it should not be understood as a limitation on the patent scope of the present application. It should be pointed out that, for ordinary skilled persons in the art, several modifications and improvements can be made without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application should be subject to the appended claims.

Claims

1. An ecological function analysis method based on water conservation optimization in power transmission and transformation projects, characterized in that, The method includes: The system acquires environmental images of each area, historical environmental images of each area, economic benefit change data of the target area, and ecological change information of the target area within the target area covered by the power transmission and transformation project. Based on the environmental images of each area and the historical environmental images of each area, the system identifies the environmental change information of the target area. Based on the economic benefit change data, the environmental economic value change information of the target area is analyzed through an environmental economic assessment strategy. Based on the ecological change information and the environmental change information, the ecological function value change information of the target area is analyzed through an ecological function assessment strategy. Based on the environmental and economic value change information and the ecological function value change information, ecological function impact information is identified, and a target water conservation optimization scheme is generated based on the ecological function impact information.

2. The method according to claim 1, characterized in that, The step of identifying environmental change information of the target area based on the environmental images of each of the aforementioned regions and the environmental images of each of the aforementioned historical regions includes: Identify the image acquisition method corresponding to each regional environmental image and the image acquisition method corresponding to each historical regional environmental image, and query the image database to find the environmental type identified by each image acquisition method and the environmental characteristic information corresponding to each environmental type; For each image acquisition method, based on the regional environmental image corresponding to the image acquisition method and the historical regional environmental image corresponding to the image acquisition method, an image feature extraction network is used to extract the regional environmental features of the target area and the historical regional environmental features of the target area. Based on the regional environmental features and the historical regional environmental features, feature difference information corresponding to the image acquisition method is identified. Based on the feature difference information corresponding to the image acquisition method and the environmental characteristic information of the environment type identified by the image acquisition method, the environmental characteristic change information of the environment type is identified, and the environmental characteristic change information of all environment types is used as the environmental change information of the target area.

3. The method according to claim 1, characterized in that, The analysis of environmental and economic value changes in the target area based on the aforementioned economic benefit change data, using an environmental and economic assessment strategy, includes: The economic benefit change data is broken down into sub-benefit change data for each economic benefit type, and based on each sub-benefit change data, the direction of benefit change for each economic benefit type and the degree of benefit change for each economic benefit type are identified. Based on the aforementioned environmental economic assessment strategy, the assessment weight value corresponding to each type of economic benefit and the sub-benefit assessment strategy for each type of economic benefit are identified. Based on the direction of benefit change and the degree of benefit change for each type of economic benefit, the benefit impact value of each type of economic benefit is evaluated through the sub-benefit assessment strategy for each type of economic benefit. Based on the impact value of each type of economic benefit and the corresponding assessment weight value, the change value of the economic benefit impact of the target area is calculated, and the change value of the economic benefit impact is used as the environmental economic value change information of the target area.

4. The method according to claim 2, characterized in that, The ecological function assessment strategy includes an environmental assessment strategy and an ecological assessment strategy. The step of analyzing the changes in the ecological function value of the target area based on the ecological change information and the environmental change information through the ecological function assessment strategy includes: Based on the ecological change information, the climate change information, biological change information, and geological change information of the target area are identified, and the ecological value change value of each ecological type in the target area is evaluated through the ecological assessment strategy. Based on the environmental characteristic change information of each environmental type in the target area, the environmental value change value of each environmental type in the target area is evaluated through the environmental assessment strategy. The ecological value changes of each of the aforementioned ecological types and the environmental value changes of each of the aforementioned environmental types are used as the ecological function value change information of the target area.

5. The method according to claim 4, characterized in that, The process of identifying ecological function impact information based on the environmental economic value change information and the ecological function value change information includes: Based on the environmental and economic value change information of the target area, the degree of environmental and economic impact of the power transmission and transformation project on the target area is identified through economic value evaluation indicators. Based on the ecological value change value of each ecological type and the environmental value change value of each environmental type, the degree of ecological value impact of the power transmission and transformation project on the target area is identified through ecological value impact indicators. The degree of environmental and economic impact, as well as the degree of ecological value impact, are used as the ecological function impact information.

6. The method according to claim 5, characterized in that, The step of generating a target water conservation optimization scheme based on the ecological function impact information includes: Based on the ecological function impact information, the initial water conservation optimization scheme for the target area is queried in the water conservation optimization database. Among the benefit impact values ​​of each economic benefit type, the economic benefit type corresponding to the benefit impact value that is greater than the preset benefit impact value threshold is selected as the target economic benefit type. Among the ecological value changes of each ecological type, the ecological type corresponding to the ecological value change value greater than the first change value threshold is selected as the target ecological type; and among the environmental value changes of each environmental type, the environmental type corresponding to the environmental value change value greater than the second change value threshold is selected as the target environmental type. Based on the target economic benefit type, the target ecological type, and the target environmental type, the target water conservation optimization scheme for the target area is adapted among the initial water conservation optimization schemes.

7. An ecological function analysis device based on water conservation optimization in power transmission and transformation projects, characterized in that, The device includes: The acquisition module is used to acquire environmental images of each area, historical environmental images of each area, economic benefit change data of the target area, and ecological change information of the target area within the target area covered by the power transmission and transformation project, and to identify environmental change information of the target area based on the environmental images of each area and the historical environmental images of each area. The analysis module is used to analyze the environmental and economic value change information of the target area based on the economic benefit change data and through an environmental and economic assessment strategy, and to analyze the ecological function value change information of the target area based on the ecological change information and the environmental change information and through an ecological function assessment strategy. The generation module is used to identify ecological function impact information based on the environmental economic value change information and the ecological function value change information, and to generate a target water conservation optimization scheme based on the ecological function impact information.

8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, characterized in that, When the processor executes the computer program, it implements the steps of the method according to any one of claims 1 to 6.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by a processor, it implements the steps of the method according to any one of claims 1 to 6.

10. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by a processor, it implements the steps of the method according to any one of claims 1 to 6.

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