CN115796629A - Traditional village vitality quantitative evaluation method and system, electronic equipment and storage medium - Google Patents
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Abstract
The invention discloses a traditional village vitality quantitative evaluation method and system, electronic equipment and a storage medium, wherein the traditional village vitality quantitative evaluation method comprises the following steps of: constructing an evaluation index system of the activity of the traditional village from two aspects of protection and development; determining a preprocessing method applied by multi-source data fusion according to the evaluation index system, and constructing a time-space collaborative database; determining a traditional village vitality index according to the evaluation index system and the database; and quantifying the vitality of the large sample traditional villages in the evaluation area according to the traditional village vitality index, dividing vitality grades, and generating the vitality grade spatial distribution evaluation of each village in the application area. The method can effectively evaluate the vitality of the traditional village of the large sample in the area, can better perform data space association analysis, and can provide scientific basis for the classification sustainable happiness of the traditional village.
Description
Technical Field
The application relates to the technical field of data processing, in particular to a traditional village vitality quantitative evaluation method and system, electronic equipment and a storage medium.
Background
"vitality" was introduced in the 20 th century in the 80 th era from the american kaiwnling curio as a study of cities and could be interpreted as the ability to survive and develop various vital functions. The concept can be used for spaces with different scales, including cities, villages and the like. The traditional village in china usually means an early village, which has abundant traditional resources and should be protected. Under unbalanced protection and development, even in the traditional villages in the same city, the survival and inheritance activities of the traditional villages are also seriously differentiated, some villages rely on historical protection and grasp the opportunity of tourism development, the traditional villages have self-sustainable survival ability, some villages are delayed and increasingly hollow in development, and some villages are over-developed to destroy the original true cultural characteristics of the villages.
At present, most of the existing traditional village vitality evaluations are directed at a single village, a special type and a special space, and the data fusion technology and the evaluation method required by the traditional village vitality evaluations directed at large sample universality are still lagged.
Disclosure of Invention
The embodiment of the invention aims to provide a traditional village vitality quantitative evaluation method and system, electronic equipment and a storage medium, so as to solve the problem that the traditional village vitality quantitative evaluation method of a large sample is difficult to support by applying a multi-source data scientific selection and fusion computing technology in the related technology.
According to a first aspect of the embodiments of the present invention, there is provided a method for quantitatively evaluating the vitality of a conventional village, including:
constructing an evaluation index system of the activity of the traditional villages from two aspects of protection and development;
determining a preprocessing method for multi-source data fusion application according to the evaluation index system, and constructing a spatio-temporal collaborative database;
determining a traditional village vitality index according to the evaluation index system and the database;
and quantifying the vitality of the large sample traditional villages in the evaluation area according to the traditional village vitality index, dividing vitality grades, and generating the vitality grade spatial distribution evaluation of each village in the application area.
Further, an evaluation index system of the activity of the traditional village is constructed from two aspects of protection and development, and comprises the following steps:
determining a traditional village vitality evaluation factor from two aspects of protection and development;
and according to the traditional village vitality evaluation factors, establishing a staged assignment standard, determining the weight of each factor by adopting an AHP (advanced high performance packet) hierarchy process, and completing the construction of an evaluation index system.
Further, the traditional village vitality evaluation factors comprise the scale of the population of the permanent residence, the annual tourist quantity, the village construction land, the distance from the expressway entrance and exit, the village collective income, the average income of residents, the traditional building proportion, the quantity of historical environment elements, the grade of cultural relic protection units, the type of non-material cultural heritage, the grade of the non-material cultural heritage, the easiness in occurrence of geological disaster risks and the occupancy rate of the traditional building.
Further, according to the evaluation index system, a preprocessing method for multi-source data fusion application is determined, and a spatio-temporal collaborative database is constructed, wherein the method comprises the following steps:
determining the data type and time according to the traditional village vitality evaluation factor; wherein the data types include legacy data and spatial data;
aiming at the traditional data and the spatial data, determining a preprocessing method for ensuring fusion application of various data;
and constructing a space-time collaborative database of the traditional village vitality evaluation factors according to the data type of the traditional data, the time of the spatial data and a preprocessing method.
Further, the traditional data comprises the scale of a standing population, village construction land, distance to an entrance and an exit of a highway, village collective income, resident per-capita income, traditional building proportion, the number of elements in a historical environment, the grade of cultural relics protection units, the type of non-material cultural heritage, the grade of non-material cultural heritage and the residence rate of traditional buildings, and the spatial data comprises regional administrative boundary data, geological disaster distribution and susceptibility zoning data, POI data (geographical information interest point data) and microblog registration data; determining the data time to be the same year;
the pretreatment method comprises the following steps: extracting traditional village position data from the POI data, importing the traditional village position data into Arcgis software to serve as a space calculation basis, and carrying out space connection on the traditional data; and carrying out coordinate projection conversion on the other spatial data, and unifying spatial coordinates with the traditional village position data.
Further, determining a traditional village vitality index according to the evaluation index system and the database, wherein the method comprises the following steps:
assigning points to the factors according to the database numbers and the stage-type assigning standards, and determining the scores of the factors;
and determining the traditional village vitality index based on the factor scores and the factor weights.
Further, according to the traditional village vitality index, the vitality of a large sample traditional village in the evaluation area is quantified, vitality grade division is performed, and the vitality grade spatial distribution evaluation of each village in the application area is generated, and the method comprises the following steps:
calculating the activity value of each traditional village according to the activity index of the traditional village;
according to each traditional village vitality value, a natural breakpoint method is adopted to carry out vitality grade division on the traditional village vitality values of large samples in the region;
and performing spatial association on the divided activity levels and the position data of the villages by using Arcgis software to generate activity level spatial distribution evaluation of each village in the application area.
According to a second aspect of the embodiments of the present invention, there is provided a system for quantitatively evaluating an activity of a conventional village, including:
the first construction module is used for constructing an evaluation index system of the activity of the traditional village from two aspects of protection and development;
the second construction module is used for determining a preprocessing method for multi-source data fusion application according to the evaluation index system and constructing a space-time collaborative database;
the determining module is used for determining a traditional village vitality index according to the evaluation index system and the database;
and the quantitative evaluation module is used for quantitatively evaluating the vitality of the large sample traditional village in the area according to the vitality index of the traditional village, dividing vitality grades and generating the vitality grade spatial distribution evaluation of each village in the application area.
According to a third aspect of embodiments of the present invention, there is provided an electronic apparatus, including:
one or more processors;
a memory for storing one or more programs;
when executed by the one or more processors, cause the one or more processors to implement a method as described in the first aspect.
According to a fourth aspect of embodiments of the present invention, there is provided a computer readable storage medium having stored thereon computer instructions which, when executed by a processor, implement the steps of the method according to the first aspect.
The technical scheme provided by the embodiment of the application can have the following beneficial effects:
according to the embodiment, the evaluation index system of the activity of the traditional village is constructed from two aspects of protection and development, the preprocessing technology and the space-time collaborative database construction method applied to targeted multi-source data fusion are determined, and the appropriate activity index of the traditional village is explored, so that the technical problem that the activity of the traditional village with large sample universality is difficult to carry out quantitative evaluation is solved, the activity of the traditional village of a large sample in a region can be rapidly, accurately and comprehensively quantitatively evaluated, the activity grades can be conveniently divided, and the activity grade spatial distribution evaluation of all villages can be generated.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the application.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and together with the description, serve to explain the principles of the application.
Fig. 1 is a flow diagram illustrating a conventional method for quantitatively evaluating village vitality, according to an exemplary embodiment.
Fig. 2 is a diagram illustrating a conventional village vitality level spatial distribution map, according to an example embodiment.
Fig. 3 is a schematic structural diagram illustrating a conventional village vitality quantitative evaluation apparatus according to an exemplary embodiment.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. The following description refers to the accompanying drawings in which the same numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the application, as detailed in the appended claims.
The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in this application and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items.
It is to be understood that although the terms first, second, third, etc. may be used herein to describe various information, such information should not be limited to these terms. These terms are only used to distinguish one type of information from another. For example, first information may also be referred to as second information, and similarly, second information may also be referred to as first information, without departing from the scope of the present application. The word "if," as used herein, may be interpreted as "at \8230; \8230when" or "when 8230; \823030when" or "in response to a determination," depending on the context.
The noun explains:
the traditional village generally refers to a village which is early in formation, has relatively abundant traditional resources, has certain historical, cultural, scientific, artistic, social and economic values and is to be protected.
Viability quantification generally refers to the quantitative measurement and description of viability attributes.
The embodiment of the present invention is described in detail by taking 148 traditional villages in the world of the Lishui in Zhejiang as an example.
Fig. 1 is a flowchart illustrating a conventional method for quantitatively evaluating the vitality of villages according to an exemplary embodiment, where the method is applied to a terminal, and may include the following steps:
s11, constructing an evaluation index system of the activity of the traditional village from two aspects of protection and development;
s12, determining a preprocessing method for multi-source data fusion application according to the evaluation index system, and constructing a space-time collaborative database;
step S13, determining a traditional village vitality index according to the evaluation index system and the database;
and S14, quantifying the vitality of the large sample traditional villages in the evaluation area according to the vitality index of the traditional villages, dividing vitality grades, and generating the vitality grade spatial distribution evaluation of each village in the application area.
According to the embodiment, an evaluation index system of the traditional village vitality is constructed from two aspects of protection and development, a preprocessing technology and a space-time collaborative database construction method applied by targeted multi-source data fusion are determined, and a proper traditional village vitality index is explored, so that the technical problem that the traditional village vitality of a large sample universality is difficult to carry out quantitative evaluation is solved, the traditional village vitality of the large sample in a region can be rapidly, accurately and comprehensively quantitatively evaluated, vitality grade division can be conveniently carried out, and the spatial distribution evaluation of the vitality grades of all villages is generated.
In the specific implementation of the step S11, an evaluation index system of the activity of the traditional villages is constructed in the aspects of protection and development;
(1) Determining a traditional village vitality evaluation factor from two aspects of protection and development;
the traditional village vitality evaluation factors comprise the scale of the permanent population, the annual tourist capacity, the village construction land, the distance from an entrance and an exit of a highway, the income of villages, the income per capita of residents, the proportion of traditional buildings, the quantity of historical environment elements, the grade of cultural relic protection units, the type of non-material cultural heritage, the grade of the non-material cultural heritage, the risk easiness degree of geological disasters and the occupancy rate of traditional buildings.
Specifically, a traditional village with universality of a large sample in an area is taken as a research object, the existing village vitality evaluation literature is referred, the opinions of experts, government responsible persons and countryside are heard by reference to the traditional village protection utilization evaluation index, and the feasibility of data information collection is fully considered, so that the evaluation index containing 13 factors is constructed. The 13 factors comprise the scale of the population of the permanent residence, the amount of the annual tourists, the construction land of the village, the distance between the permanent residence and the entrance and exit of the expressway, the collective income of the village, the average income of residents, the occupation ratio of the traditional buildings, the number of elements of the historical environment, the grade of cultural relics protection units, the type of non-material cultural heritage, the grade of the non-material cultural heritage, the risk easiness degree of geological disasters and the occupancy rate of the traditional buildings, and are shown in the table 1.
TABLE 1 traditional village vitality index system
(2) And according to the traditional village vitality evaluation factors, establishing a staged assignment standard, determining the weight of each factor by adopting an AHP (advanced high performance packet) hierarchy process, and completing the construction of an evaluation index system.
Specifically, according to 13 factors, combining the index properties and the data types, referring to national standards, experts and opinions of village workers, taking the current situation of a typical traditional village with high vitality in an implementation case as a standard value, constructing a 6-level stage type assigning standard, inviting experts familiar to the traditional village in the implementation case to respectively assign factors and index weights and perform importance ratio selection, and determining the weight of each factor by adopting an AHP (advanced high performance process) hierarchy method. The factors are assigned the criteria and weights as shown in table 2.
TABLE 2 assigning standard and weight of traditional village activity factor
In the specific implementation of the step S12, a preprocessing method for multi-source data fusion application is determined according to the evaluation index system, and a spatio-temporal collaborative database is constructed;
(1) Determining the data type and time according to the traditional village vitality evaluation factor; wherein the data types include legacy data and spatial data;
specifically, the traditional data comprises statistical data of the scale of a standing population, village construction land, distance from an entrance and an exit of a highway, village collective income, resident per capita income, traditional building proportion, the number of historical environment elements, the level of cultural relics protection units, the type of non-material cultural heritage, the level of non-material cultural heritage and the occupancy rate of traditional buildings, and the spatial data comprises regional administrative boundary data, geological disaster distribution and easiness degree zone data, POI data (geographical information interest point data) and microblog registration data; determining the data time to be the same year;
more specifically, the time of each data is determined to be 2017 according to the 13 factors and the data acquisition difficulty level of the embodiment. The data types corresponding to the factors comprise traditional data and spatial data, the composition and the acquisition source of each item of data are further determined in a detailed way, as shown in a table 3,
TABLE 3 Multi-Source data organization Table for factors
Note (a) a traditional village survey registry; (b) Goodpasture map POI data (Lishui city area Range); (c) microblog check-in data; (d) The geological disaster distribution and prevalence degree partition data of the Lishui city (a) are acquired by using conventional data, and the data (b), (c) and (d) are acquired by using spatial data.
(2) Aiming at the traditional data and the spatial data, determining a preprocessing method for ensuring fusion application of various data;
specifically, the pretreatment method comprises the following steps: extracting traditional village position data from the POI data, importing the traditional village position data into Arcgis software to serve as a space calculation basis, and carrying out space connection on the traditional village position data; and carrying out coordinate projection conversion on the other spatial data, and unifying spatial coordinates with the traditional village position data.
More specifically, each item of data is preprocessed in the Arcgis software. 1) Comparing 148 traditional village names in an implementation case, extracting all related traditional village position data from the POI data to serve as a space calculation basis; 2) According to the factors, corresponding traditional data are sequentially extracted from a traditional village survey registration table and are spatially connected with the position data of each traditional village; 3) Coordinate projection conversion is respectively carried out on microblog registration data, the geological disaster distribution of the Lishui city and the distribution easiness degree partition data, and spatial coordinates are unified with the traditional village position data; 4) And separating the geological disaster grade data (difficult to send, low easy to send, medium easy to send and high easy to send) of each traditional village from the geological disaster distribution and easy-to-send degree partitioned data after unifying the space coordinates, and assigning 1,2,6 grades according to the difficult-to-send, low and high easy-to-send grades of the geological disasters. For villages in the medium and easy-to-send-degree area, calculating the distance from the position of the village to the hidden danger point of the geological disaster, wherein the distance is respectively 3-5 minutes which is more than 1 kilometer, 0.5-1 kilometer and less than 0.5 kilometer; 5) And calculating the sum of microblog registration data within a range of 1 kilometer around the village position data by using the microblog registration data and the village position data after the spatial coordinates are unified.
(3) And constructing a space-time collaborative database of the traditional village vitality evaluation factors according to the data type of the traditional data, the time of the spatial data and a preprocessing method. And after the data corresponding to each factor is preprocessed, constructing a space-time collaborative database covering 148 traditional villages and 13 factors in each village.
In a specific implementation of step S13, determining a traditional village vitality index according to the evaluation index system and the database;
(1) Assigning points to the factors according to the database numbers and the stage-type assigning standards, and determining the scores of the factors;
specifically, according to the number of the spatio-temporal collaborative databases and a staged assigning standard, assigning factors to 148 traditional villages in the implementation case, and determining the scores of 13 factors in each village.
(2) And determining a traditional village vitality index based on the factor scores and the factor weights.
Specifically, based on the factor scores and the factor weights, the traditional village vitality index is determined, and the specific formula is as follows:
wherein Z is i Is the vitality value of the traditional village, C i Scoring said factors, W i And weighting the factors. Z i A larger value represents a higher value of traditional village vitality.
In a specific implementation of step S14, the vitality of a large sample traditional village in the evaluation area is quantified according to the traditional village vitality index, and vitality grade division is performed to generate a spatial distribution evaluation of vitality grades of villages in the application area.
(1) Calculating the vitality values of the traditional villages according to the vitality indexes of the traditional villages;
specifically, 148 traditional village vitality values in the implementation case are obtained through calculation according to the traditional village vitality index.
(2) According to each traditional village vitality value, a natural breakpoint method is adopted to carry out vitality grade division on the traditional village vitality values of large samples in the region;
specifically, according to the activity values of the traditional villages, a natural breakpoint method is adopted, and the activity values of the 148 traditional villages are divided into 4 grades (low, medium-high and high) from low to high.
(3) And performing spatial association on the divided activity levels and the position data of the villages by using Arcgis software to generate activity level spatial distribution evaluation of each village in the application area.
Specifically, the activity values, activity levels and village position data of 148 traditional villages are spatially correlated by using Arcgis software, so as to generate the spatial distribution evaluation of the activity levels of the traditional villages in the application area (fig. 2).
Corresponding to the foregoing embodiments of the conventional village vitality quantitative evaluation method, the present application also provides embodiments of a conventional village vitality quantitative evaluation apparatus.
Fig. 3 is a block diagram illustrating a conventional village vitality quantitative evaluation apparatus according to an exemplary embodiment.
Referring to fig. 3, the apparatus includes:
the first construction module 21 is used for constructing an evaluation index system of the vitality of the traditional villages from two aspects of protection and development;
the second construction module 22 is used for determining a preprocessing method applied by multi-source data fusion according to the evaluation index system and constructing a spatio-temporal collaborative database;
the determining module 23 is configured to determine a traditional village vitality index according to the evaluation index system and the database;
and the quantitative evaluation module 24 is used for quantitatively evaluating the vitality of the large sample traditional village in the area according to the traditional village vitality index, dividing vitality grades and generating the vitality grade spatial distribution evaluation of each village in the application area.
With regard to the apparatus in the above-described embodiment, the specific manner in which each module performs the operation has been described in detail in the embodiment related to the method, and will not be elaborated here.
For the device embodiment, since it basically corresponds to the method embodiment, reference may be made to the partial description of the method embodiment for relevant points. The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules can be selected according to actual needs to achieve the purpose of the scheme of the application. One of ordinary skill in the art can understand and implement it without inventive effort.
Correspondingly, the present application further provides an electronic device, comprising: one or more processors; a memory for storing one or more programs; when executed by the one or more processors, cause the one or more processors to implement a conventional village vitality quantification assessment method as described above.
Accordingly, the present application further provides a computer-readable storage medium, on which computer instructions are stored, wherein the instructions, when executed by a processor, implement a conventional method for quantitatively evaluating village vitality as described above.
Other embodiments of the present application will be apparent to those skilled in the art from consideration of the specification and practice of the present disclosure. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the application and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the application being indicated by the following claims.
It will be understood that the present application is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the application is limited only by the appended claims.
Claims (10)
1. A traditional village vitality quantitative evaluation method is characterized by comprising the following steps:
constructing an evaluation index system of the activity of the traditional villages from two aspects of protection and development;
determining a preprocessing method for multi-source data fusion application according to the evaluation index system, and constructing a spatio-temporal collaborative database;
determining a traditional village vitality index according to the evaluation index system and the database;
and quantifying the activity of the large sample traditional village in the evaluation area according to the traditional village activity index, dividing the activity grades, and generating the activity grade spatial distribution evaluation of each village in the application area.
2. The method of claim 1, wherein constructing an evaluation index system for traditional village vitality from both protection and development comprises:
determining traditional village vitality evaluation factors from two aspects of protection and development;
and constructing a stage type assigning standard according to the traditional village activity evaluation factors, and determining the weight of each factor by adopting an AHP (advanced high-performance packet) hierarchy method to complete the construction of an evaluation index system.
3. The method according to claim 2, wherein the traditional village vitality evaluation factors include a standing population size, an annual tourist amount, a village construction land, a distance to an entrance and an exit of a highway, a village collective income, a resident per capita income, a traditional building proportion, a number of historical environmental elements, a cultural relic protection unit grade, a non-material cultural heritage category, a non-material cultural heritage grade, a geological disaster risk easiness degree, and a traditional building occupancy rate.
4. The method according to claim 1, wherein a preprocessing method for multi-source data fusion application is determined according to the evaluation index system, and a spatio-temporal collaborative database is constructed, and the method comprises the following steps:
determining the data type and time according to the traditional village vitality evaluation factor; wherein the data types include legacy data and spatial data;
aiming at the traditional data and the spatial data, determining a preprocessing method for ensuring fusion application of various data;
and constructing a space-time collaborative database of the traditional village vitality evaluation factors according to the data type of the traditional data, the time of the spatial data and a preprocessing method.
5. The method according to claim 4, wherein the traditional data comprises statistical data of the scale of a resident population, village construction land, the distance from an entrance and an exit of a highway, village collective income, resident per capita income, traditional building proportion, the number of historical environmental elements, cultural relic protection unit grade, non-material cultural heritage category and traditional building occupancy, and the spatial data comprises regional administrative boundary data, geological disaster distribution and susceptibility zoning data, POI data (geographic information interest point data) and microblog registration data; determining the data time to be the same year;
the pretreatment method comprises the following steps: extracting traditional village position data from the POI data, importing the traditional village position data into Arcgis software to serve as a space calculation basis, and carrying out space connection on the traditional village position data; and carrying out coordinate projection conversion on the other spatial data, and unifying spatial coordinates with the traditional village position data.
6. The method of claim 2, wherein determining a traditional village vitality index from the evaluation index system and the database comprises:
assigning scores to the factors according to the database number and the stage-type assigning standard, and determining the score of each factor;
and determining the traditional village vitality index based on the factor scores and the factor weights.
7. The method of claim 1, wherein quantifying and evaluating the vitality of large sample traditional villages in the area according to the traditional village vitality index, and performing vitality ranking to generate a spatial distribution evaluation of vitality rankings of villages in the application area comprises:
calculating the vitality values of the traditional villages according to the vitality indexes of the traditional villages;
according to each traditional village activity value, performing activity grade division on the traditional village activity value of the large sample in the region by adopting a natural breakpoint method;
and performing spatial association on the divided vitality levels and the position data of the village by using Arcgis software to generate the vitality level spatial distribution evaluation of each village in the application area.
8. A traditional village vitality quantitative evaluation system is characterized by comprising:
the first construction module is used for constructing an evaluation index system of the activity of the traditional village from two aspects of protection and development;
the second construction module is used for determining a preprocessing method for multi-source data fusion application according to the evaluation index system and constructing a spatio-temporal collaborative database;
the determining module is used for determining a traditional village vitality index according to the evaluation index system and the database;
and the quantitative evaluation module is used for quantitatively evaluating the vitality of the large sample traditional village in the area according to the vitality index of the traditional village, dividing vitality grades and generating the vitality grade spatial distribution evaluation of each village in the application area.
9. An electronic device, comprising:
one or more processors;
a memory for storing one or more programs;
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the method of any of claims 1-7.
10. A computer-readable storage medium having stored thereon computer instructions, which when executed by a processor, perform the steps of the method according to any one of claims 1-7.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116882831A (en) * | 2023-07-17 | 2023-10-13 | 苏州科技大学 | Urban historical cultural neighborhood public space vitality evaluation method and system |
| CN117236543A (en) * | 2023-11-10 | 2023-12-15 | 四川农业大学 | Optimal sightseeing route planning method for Tibetan Qiang traditional village |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116882831A (en) * | 2023-07-17 | 2023-10-13 | 苏州科技大学 | Urban historical cultural neighborhood public space vitality evaluation method and system |
| CN117236543A (en) * | 2023-11-10 | 2023-12-15 | 四川农业大学 | Optimal sightseeing route planning method for Tibetan Qiang traditional village |
| CN117236543B (en) * | 2023-11-10 | 2024-02-02 | 四川农业大学 | Optimal sightseeing route planning method for Tibetan Qiang traditional village |
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