CN108182185B - Geochemical information system for agricultural land - Google Patents

Geochemical information system for agricultural land Download PDF

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CN108182185B
CN108182185B CN201611121251.0A CN201611121251A CN108182185B CN 108182185 B CN108182185 B CN 108182185B CN 201611121251 A CN201611121251 A CN 201611121251A CN 108182185 B CN108182185 B CN 108182185B
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CN108182185A (en
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任建建
王力
毛继国
杨文博
唐辉
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Stargis Tianjin Technology Development Co ltd
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Stargis Tianjin Technology Development Co ltd
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    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29Geographical information databases

Abstract

The invention discloses a geochemical information system for agricultural land, which relates to the technical field of software application and is characterized by comprising a service support subsystem, an information retrieval subsystem, a statistical analysis subsystem and an interface operation display subsystem, wherein all the modules are connected through effective logical relations. The advantages are that: the data storage process is completed, the process management is carried out on the collected data of the industry, and a unified spatial data display platform is constructed; comprehensively retrieving the spatial data and the attribute data, and respectively displaying the spatial position and the analysis attribute of the retrieval result to achieve the retrieval effect of 'what you see is what you get'; optimizing the search process of the geochemical evaluation information of the agricultural land, improving the search efficiency and optimizing the display of the search result; the geochemical information of the agricultural land is comprehensively analyzed, and a work report is generated in one step, so that the work efficiency is improved; and predicting the spatial distribution, depth change and time change of the geochemical information of the agricultural land.

Description

Geochemical information system for agricultural land
Technical Field
The invention relates to the technical field of software application, in particular to an agricultural land geochemical information system which comprehensively retrieves spatial data and attribute data, respectively displays the spatial position and analysis attribute of a retrieval result to achieve the retrieval effect of 'what you see is what you get', optimizes the retrieval process of agricultural land geochemical evaluation information, improves the retrieval efficiency, optimizes the retrieval result display, comprehensively analyzes the agricultural land geochemical information, generates a work report in one step, improves the work efficiency, and predicts the spatial distribution, the depth change and the time change of the agricultural land geochemical information.
Background
Wisdom cities have both narrow and broad senses. The intelligent city in the narrow sense refers to a city development new mode which is based on the internet of things, enables all functions in the city to be coordinated and operated through the internet of things, is mainly characterized by high integration of intelligent technology, high-end development of intelligent industry and high-efficiency and convenient intelligent service, is essentially more thorough in perception, more extensive in connection, more centralized and more deep in calculation, and is implanted with intelligent genes for the city texture. The smart city in the broad sense is a brand-new city form which aims at 'more scientific development, more efficient management, more harmonious society and better life' and has more perfect perception, cognition, learning, growth, innovation, decision-making, regulation and control capability and behavior consciousness on the basis of a top-down organized information network system.
The concept of the smart city is described according to the current relatively authoritative Chinese smart engineering research meeting: the smart city is a development factor of the global urban and rural integrated development, the urban sustainable development and the national core demand at present, the advanced information technology and the advanced urban management service concept are effectively fused, and the urban infrastructure, the infrastructure environment, the production and life related industries and facilities are subjected to multi-azimuth digital and informationized real-time processing and application by carrying out digital network management on the urban geographic, resource, environment, economy, society and other systems, so that a simpler, efficient and flexible decision support and action tool is provided for urban management and operation, and a more convenient, efficient and flexible innovative operation and service mode is provided for urban public management and service.
The smart city is considered from the perspective of the corresponding social security, consumption, housing, civil service, social security, medical health and health, education, culture, employment, income and the like in the sense and experience of people on the self survival and development conditions; the method is also considered from the management perspective of the smart city in the aspects of reasonable application of homeland resources, layout of city construction, comprehensive city management, public safety management, transportation management, emergency command management, energy conservation and emission reduction management, infrastructure management, social management, community management, enterprise economic transformation, service and the like; but also from the perspective of improving social responsibility in proving civilization, propagating urban image, and maintaining equity responsibility. The construction of smart cities cannot plan and integrate the land inside and outside the cities, and chemical evaluation needs to be carried out on the earth of agricultural land.
Land quality (geochemical evaluation information of agricultural land) is a complex comprehensive attribute of land. The world food and agriculture organization defines land quality as: the land comprehensive property of land utilization mode suitability or continuity is met. The definition of land quality by the Chinese geological survey bureau technical requirement for geochemical assessment of land quality (2008) is as follows: in the context of ecosystems, the ability to maintain biological productivity, preserve environmental quality, and promote the health of animals and plants, and humans, and to maintain or improve atmospheric or water quality. Despite the differences in the defined expressions, the connotations are substantially the same, i.e. the quality of the land is the degree to which the land is suitable for a different use over a period of time or whether it is suitable and the degree to which it is suitable for a certain use. In recent years, with the emphasis and research on soil quality, soil quality indexes have been included in the field of research on soil quality, and have become one of the core problems in soil quality evaluation.
Currently, land quality evaluation work is mainly developed from two angles in China: the method is characterized by comprising the steps of agricultural land grading and land quality geochemistry assessment. During the period of 1999-2009-year, the agricultural land grading work which is carried out and completed by the organization of the national land resource department is the work of carrying out comprehensive investigation and scientific quantification on the agricultural land quality after researching the quantity and ownership of the agricultural land in detail, and emphasizes on the research on the land quality from the perspective of the land production capacity. Since 2008, the geochemistry evaluation work of the land quality developed by the organization of the Chinese geological survey is a new development field for the national economic construction service, and focuses on the research of the land quality from the element perspective. The two works beneficially explore the method and technology for evaluating the land quality and accumulate experience, but the two evaluation methods have advantages and disadvantages respectively, and particularly, each evaluation cannot completely cover the connotation of the land quality. Therefore, research and analysis of the geochemical evaluation information of the land quality of the agricultural land are carried out, which is beneficial to promoting the deepening of land work and the effective utilization of results.
At present, no computer system can effectively set different statistical models based on the data content and format characteristics of business data. In the process of collecting the geochemical evaluation information of the agricultural geological volume, the data result of the evaluation information is a range interval, and the setting of the statistical model is the optimization of the statistical requirements, so that the statistical requirement of the actual query statistical range is met.
Disclosure of Invention
In order to solve the problems, the technical scheme provides an agricultural land geochemical information system, field sampling data and sample analysis data are fused, and an agricultural land geochemical evaluation subject data warehouse is constructed; the data storage process is completed, the process management is carried out on the collected data of the industry, and a unified spatial data display platform is constructed; comprehensively retrieving the spatial data and the attribute data, and respectively displaying the spatial position and the analysis attribute of the retrieval result to achieve the retrieval effect of 'what you see is what you get'; optimizing the search process of the geochemical evaluation information of the agricultural land, improving the search efficiency and optimizing the display of the search result; the geochemical information of the agricultural land is comprehensively analyzed, and a work report is generated in one step, so that the work efficiency is improved; and predicting the spatial distribution, depth change and time change of the geochemical information of the agricultural land.
To achieve the above object, the present invention provides an agricultural land geochemical information system, wherein the system comprises: the system comprises a service support subsystem, an information retrieval subsystem, a statistical analysis subsystem and an interface operation display subsystem, wherein the connection relationship among the subsystems is as follows: the service support subsystem is used for sorting, fusing, converting and storing data acquired by field work and sample analysis data; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; and creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result.
An agriculturally geochemical information system, wherein the service support subsystem: the data collected by field work and the sample analysis data are sorted, fused, transformed by coordinates and stored; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the service support subsystem comprises a data sorting module, a map service management module, a space map operation module, a retrieval model management module, a theme data warehouse and an authority setting management module, wherein:
the data sorting module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse;
the map service management module: loading and configuring the processed and fused spatial data and basic spatial data, and configuring, releasing and managing the created map service;
the space map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend;
the retrieval model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model;
the subject data repository: storing the field collected data, the sample analysis data and the base map data after the fusion processing, and performing standardized management on the stored data;
the authority setting management module: and setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system.
An agricultural land geochemical information system wherein the data collation module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse; the data arrangement module comprises: the data cleaning submodule, the data sorting submodule, the data coordinate conversion submodule and the data importing submodule are arranged, wherein:
the data cleaning submodule: data cleaning is carried out on data collected by field operation and sample analysis data, redundant data are removed from junk data, and effective data are generated;
the data sorting submodule comprises: data sorting and fusion are carried out on the generated effective data;
the data coordinate conversion submodule: performing coordinate conversion on the sorted data according to the requirement of a data coordinate system of the business base to form data under a unified coordinate system;
the data import submodule: and importing the processed and fused data into a subject data warehouse.
An agricultural land geochemical information system wherein the map service management module: loading and configuring the processed and fused spatial data and basic spatial data, and configuring, releasing and managing the created map service; the map service management module includes: the map service creating sub-module, the map service publishing sub-module and the map service managing sub-module; wherein:
the map service creation sub-module: loading the processed and fused spatial data and basic spatial data, and performing layer configuration on the loaded spatial data to create a map service for the system;
the map service publishing sub-module: the created map service is released, a spatial data display range is configured according to the map service type, and a map loading mode is optimized;
the map service management submodule: and managing the published map service.
An agricultural land geochemical information system wherein the spatial map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend; the space map operating module includes: the map layer control sub-module, the map planning sub-module, the screen coordinate conversion sub-module, the map service response sub-module and the legend generation sub-module; wherein:
the layer control submodule comprises: loading layer information supported by the spatial data operation submodule, and controlling layer contents displayed in the spatial data operation submodule by selecting corresponding layer information;
the map planning sub-module: receiving an operation instruction of the spatial data operation submodule, and planning the layer content according to the operation instruction to generate planning layer display content;
the screen coordinate conversion submodule: the method comprises the steps that a base view coordinate system displayed on a page and spatial data are marked to be converted to obtain a spatial data display enclosure, a data request is made to a map service response submodule, coordinate system conversion is conducted according to the spatial data fed back by the map service response submodule, page display content is generated and displayed in a spatial data operation submodule;
the map service response submodule: receiving a data request sent by the screen coordinate conversion submodule, scheduling the spatial data in the range according to the spatial data display range, and feeding the scheduled spatial data back to the screen coordinate conversion submodule for coordinate conversion; receiving an operation instruction of the spatial data operation submodule, and calling the legend generation submodule according to spatial data layer content contained in the operation instruction;
the legend generation submodule: and receiving a service request sent by the map service response submodule, calling configuration information of the map service, loading a color rendering scheme of map service layer content, generating a legend, and feeding the legend back to the spatial data operation submodule.
An agricultural land geochemical information system wherein the search model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model; the retrieval model management module includes: a retrieval model establishing submodule, a retrieval model analyzing submodule and a retrieval model managing submodule; wherein:
the retrieval model creating submodule: creating a retrieval model for the data content of the subject data warehouse, and setting the type and result content of retrieval support;
the retrieval model analysis submodule comprises: decomposing the retrieval parameters input by the retrieval model, analyzing the content of the decomposed parameter content, and generating data query sentences corresponding to the retrieval parameters;
the retrieval model management submodule comprises: and managing the created retrieval model.
An agricultural land geochemical information system wherein the authority setting management module: setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system; the authority setting management module comprises: authority management submodule, function management submodule, wherein:
the authority management submodule is used for: setting access rights of system resources and functions, generating a system right management list, and storing the system right management list into a subject data warehouse;
the function management submodule comprises: and setting the system function configuration, generating configuration content of the system function, and storing the configuration content into a theme data warehouse.
An agriculturally geochemical information system, wherein the information retrieval subsystem: receiving the retrieval conditions set in the interface operation display subsystem, performing model configuration on the retrieval conditions through parameter setting of a retrieval model, generating retrieval request parameters, transmitting the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performing matching, fusion and correction processing on the data retrieval results, and feeding back the processed data retrieval results to the interface operation display subsystem for presentation; the information retrieval subsystem includes: the system comprises an attribute condition setting module, a space range setting module, a service query feedback module and a retrieval result fusion module; wherein:
the attribute condition setting module: acquiring attribute conditions set by an interface operation module, performing model configuration on the acquired attribute conditions according to parameter setting of a retrieval model, and providing a retrieval request to a service query feedback module;
the spatial range setting module: acquiring a space range selected by an interface operation module, performing model configuration on the acquired space range according to parameter setting of a retrieval model, and providing a retrieval request to a service query feedback module;
the service inquiry feedback module: receiving a retrieval request sent by the attribute condition setting module, transmitting retrieval request parameters to the retrieval model management module for processing to obtain corresponding data query statements, performing data retrieval on the subject data warehouse by using the data query statements to obtain attribute data retrieval results, and feeding the attribute data retrieval results back to the interface operation module; receiving a retrieval request sent by a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query statements, performing data retrieval on a subject data warehouse by using the data query statements to obtain a spatial data retrieval result, and feeding the spatial data retrieval result back to an interface operation module; receiving a retrieval request sent by an attribute condition setting module and a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query sentences, performing data retrieval on a subject data warehouse by using the data query sentences to obtain comprehensive data retrieval results, and feeding the comprehensive data retrieval results back to a retrieval result fusion module for processing;
the retrieval result fusion module: and receiving the comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result to form a data retrieval result after fusion of the spatial layer and the matched attribute information, and feeding the data retrieval result back to the interface operation module.
An agricultural land geochemical information system wherein the search result fusion module: receiving a comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result to form a data retrieval result after fusion of a space layer and attribute information matched with the space layer, and feeding the data retrieval result back to the interface operation module; the retrieval result fusion module comprises: the information result matching submodule, the information result fusion submodule and the information result correction submodule; wherein:
the information result matching submodule: receiving an attribute data retrieval result and a spatial data retrieval result transmitted by the service query feedback module, matching the attribute data retrieval result and the spatial data retrieval result to generate a preliminary matching result, and sending the preliminary matching result to the information result fusion submodule for processing;
the information result fusion submodule: receiving a preliminary matching result sent by the information result matching submodule, fusing completely matched data information, respectively retrieving corresponding spatial data and attribute data for incompletely matched data, and fusing to form a data retrieval result fused with a spatial layer and attribute information matched with the spatial layer;
the information result correction submodule: and performing result verification on the fused space layer and the data retrieval result which is matched with the fused space layer and fused with the attribute information, and feeding back data with correct verification result to the interface operation module.
An agricultural land geochemical information system wherein the statistical analysis subsystem: receiving space range information sent by an interface operation display subsystem, and carrying out area length calculation on the space range information to obtain area and length results; analyzing and evaluating sample analysis data in the spatial range information to obtain a single-factor evaluation result; carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result to generate a comprehensive analysis report, and sending the comprehensive analysis report to an interface operation display subsystem; carrying out interpolation analysis, value domain division and color rendering on the single-factor evaluation result to generate an isoline analysis result, and sending the isoline analysis result to an interface operation display subsystem; the single-factor evaluation results are sorted to generate a trend analysis chart of the single-factor evaluation results along with the change of depth and time, and the trend analysis chart is sent to an interface operation display subsystem; the statistical analysis subsystem comprises: the system comprises a space range selection module, a space quantity calculation module, a single factor evaluation module, a comprehensive evaluation module, an isoline analysis module and a single factor trend module; wherein:
the spatial range selection module: receiving a space range information request selected by a space range setting module, performing combination setting on the space range information to generate structured space range information, and sending the structured space range information to a space quantity calculation module; receiving a space range information request selected by a space range setting module, performing combined setting on the space range information to generate structured space range information, and sending the structured space range information to a single factor evaluation module;
the space measurement module: receiving the structured space range information sent by the space range selection module, performing area and length calculation on the space range information to generate a calculation result in the space range, and feeding the calculation result back to the interface operation module;
the single factor evaluation module: receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to generate a single-factor evaluation result, and sending the single-factor evaluation result to the comprehensive evaluation module; receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to generate a single-factor evaluation result, and sending the single-factor evaluation result to the contour analysis module; receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to obtain a single-factor evaluation result, and sending the single-factor evaluation result to the single-factor trend module;
the comprehensive evaluation module is used for: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module;
the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module;
the single factor trend module: and receiving the single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule.
An agricultural land geochemical information system wherein the integrated evaluation module: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module; the comprehensive evaluation module comprises: a single factor evaluation fusion submodule and a comprehensive analysis submodule; wherein:
the single factor evaluation fusion submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing spatial superposition and fusion on the single-factor evaluation result to obtain a multi-factor evaluation fusion result, and sending the multi-factor evaluation fusion result to the comprehensive analysis submodule;
the comprehensive analysis submodule comprises: and receiving the multi-factor evaluation fusion result sent by the single-factor evaluation fusion submodule, carrying out comprehensive analysis on the evaluation fusion result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the service information operation submodule.
An agricultural land geochemical information system wherein the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module; the contour analysis module comprises: the device comprises an interpolation analysis submodule, an isoline generation submodule and a color rendering submodule; wherein:
the interpolation analysis submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out interpolation analysis on the single-factor evaluation result to generate an interpolation analysis result, and sending the interpolation analysis result to the contour line generation submodule;
the contour generation submodule: receiving an interpolation analysis result sent by the interpolation analysis submodule, carrying out value domain division on the interpolation analysis result, generating an isoline and an isosurface of the interpolation result, and sending the isoline and the isosurface to the color rendering submodule;
the color rendering sub-module: and receiving the contour line and the contour surface sent by the contour line generation submodule, performing color rendering on the graph in the contour surface, loading the contour line, generating a contour line analysis result, and sending the contour line analysis result to the spatial data operation submodule.
An agricultural land geochemical information system wherein the single factor trend module: receiving a single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule; the single factor trend module includes: a depth change submodule and a time change submodule; wherein:
the depth change submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a depth change trend analysis graph of the single-factor evaluation result along with the depth change, and sending the depth change trend analysis graph to the service information operation submodule;
the time variation submodule: and receiving the single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a time variation trend analysis chart of the single-factor evaluation result along with the time variation, and sending the time variation trend analysis chart to the service information operation submodule.
An agricultural land geochemical information system wherein the interface operation presentation subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result; the interface operation display subsystem comprises: the system comprises a user verification module and an interface operation module; wherein:
the user authentication module: verifying the user access process, and grading, configuring and loading the user function use list;
the interface operation module is used for: and the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents the operation result.
An agriculturally geochemical information system, wherein the interface operation module: the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents operation results; the interface operation module comprises: the system comprises a spatial data operation submodule, a service information operation submodule and a fusion information operation submodule; wherein:
the spatial data operation submodule: operating the spatial data to generate a spatial data operating instruction, and respectively sending the spatial data operating instruction to a map planning submodule, a legend generating submodule and a layer control submodule for processing; receiving and presenting feedback results of the screen coordinate conversion submodule, the legend generation submodule, the layer control submodule, the color rendering submodule and the service query feedback module;
the service information operation submodule is as follows: the method comprises the steps of operating service data, generating a service information operating instruction, and sending the service information operating instruction to an attribute condition setting module for processing; receiving and presenting feedback results of the comprehensive analysis submodule, the depth change submodule and the time change submodule;
the fusion information operation submodule: and generating a fusion operation instruction, respectively sending the fusion operation instruction to a space range setting module and an attribute condition setting module, and receiving and presenting a data retrieval result obtained by fusing the space layer and the attribute information matched with the space layer.
An agricultural land geochemical information system wherein said managing of post-release map services comprises: starting and managing the published map service, deleting and managing the published map service, and stopping and managing the published map service; the retrieval model management includes: deleting management is carried out on the created retrieval model, priority management is carried out on the created retrieval model, and stop management is carried out on the created retrieval model; the field acquisition data comprises: sampling points acquired by field operation, spatial information of monitoring points and acquisition information; the access authority setting is divided into administrator access authority and common user access authority; the data retrieval result comprises: the data retrieval result is obtained by fusing a spatial data retrieval result, an attribute data retrieval result, a spatial layer and attribute information matched with the spatial layer; the presenting operation results in the interface comprises: and the spatial layer and the data retrieval result, the comprehensive analysis report, the depth change trend analysis graph, the time change trend analysis graph and the attribute data retrieval result which are matched with the spatial layer are fused, the spatial data retrieval result or the combination of a plurality of results is presented, and the presentation mode is single result presentation or combination result presentation.
It can be seen from this that:
the technical scheme in the embodiment of the invention can fuse field sampling data and sample analysis data to construct a geochemical evaluation subject data warehouse of the agricultural land; the data storage process is completed, the process management is carried out on the collected data of the industry, and a unified spatial data display platform is constructed; comprehensively retrieving the spatial data and the attribute data, and respectively displaying the spatial position and the analysis attribute of the retrieval result to achieve the retrieval effect of 'what you see is what you get'; optimizing the search process of the geochemical evaluation information of the agricultural land, improving the search efficiency and optimizing the display of the search result; the geochemical information of the agricultural land is comprehensively analyzed, and a work report is generated in one step, so that the work efficiency is improved; and predicting the spatial distribution, depth change and time change of the geochemical information of the agricultural land.
Drawings
FIG. 1 is a schematic block diagram of an agro-geochemical information system provided in an embodiment of the invention;
FIG. 2 is a schematic structural diagram of a service support subsystem in an embodiment of the invention;
FIG. 3 is a schematic structural diagram of a data sorting module according to an embodiment of the present invention;
FIG. 4 is a block diagram of a map service management module according to an embodiment of the present invention;
FIG. 5 is a schematic structural diagram of a space map operation module according to an embodiment of the present invention;
FIG. 6 is a diagram illustrating a search model management module according to an embodiment of the present invention;
FIG. 7 is a diagram illustrating an exemplary configuration of a privilege setting management module according to an embodiment of the present invention;
FIG. 8 is a block diagram of an information retrieval subsystem according to an embodiment of the present invention;
FIG. 9 is a schematic structural diagram of a search result fusion module according to an embodiment of the present invention;
FIG. 10 is a schematic diagram of a statistical analysis subsystem in an embodiment of the present invention;
FIG. 11 is a schematic structural diagram of a comprehensive evaluation module in an embodiment of the present invention;
FIG. 12 is a schematic structural diagram of a contour analysis module in an embodiment of the present invention;
FIG. 13 is a block diagram illustrating a single-factor trend module according to an embodiment of the present invention;
FIG. 14 is a schematic structural diagram of an interface operation display subsystem according to an embodiment of the present invention;
fig. 15 is a schematic structural diagram of an interface operation module in an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the technical solution of the present invention, the present invention will be described in detail with reference to the accompanying drawings and specific embodiments, wherein the exemplary embodiments and the description of the present invention are used for explaining the present invention, but not limiting the present invention.
Example 1:
fig. 1 is a schematic structural diagram of an agricultural land geochemical information system provided by the present embodiment, and as shown in fig. 1, the agricultural land geochemical information system comprises: the system comprises a service support subsystem, an information retrieval subsystem, a statistical analysis subsystem and an interface operation display subsystem, wherein the connection relationship among the subsystems is as follows: the service support subsystem is used for sorting, fusing, converting and storing data acquired by field work and sample analysis data; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; and creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result.
An agriculturally geochemical information system, as illustrated in fig. 2, wherein the service support subsystem: the data collected by field work and the sample analysis data are sorted, fused, transformed by coordinates and stored; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the service support subsystem comprises a data sorting module, a map service management module, a space map operation module, a retrieval model management module, a theme data warehouse and an authority setting management module, wherein:
the data sorting module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse;
the map service management module: loading and configuring the processed and fused spatial data and basic spatial data, and configuring, releasing and managing the created map service;
the space map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend;
the retrieval model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model;
the subject data repository: storing the field collected data, the sample analysis data and the base map data after the fusion processing, and performing standardized management on the stored data;
the authority setting management module: and setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system.
An agricultural land geochemical information system as shown in fig. 3, wherein said data marshalling module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse; the data arrangement module comprises: the data cleaning submodule, the data sorting submodule, the data coordinate conversion submodule and the data importing submodule are arranged, wherein:
the data cleaning submodule: data cleaning is carried out on data collected by field operation and sample analysis data, redundant data are removed from junk data, and effective data are generated;
the data sorting submodule comprises: data sorting and fusion are carried out on the generated effective data;
the data coordinate conversion submodule: performing coordinate conversion on the sorted data according to the requirement of a data coordinate system of the business base to form data under a unified coordinate system;
the data import submodule: and importing the processed and fused data into a subject data warehouse.
An agriculturally geochemical information system as shown in fig. 4, wherein the map service management module: loading and configuring the processed and fused spatial data and basic spatial data, and configuring, releasing and managing the created map service; the map service management module includes: the map service creating sub-module, the map service publishing sub-module and the map service managing sub-module; wherein:
the map service creation sub-module: loading the processed and fused spatial data and basic spatial data, and performing layer configuration on the loaded spatial data to create a map service for the system;
the map service publishing sub-module: the created map service is released, a spatial data display range is configured according to the map service type, and a map loading mode is optimized;
the map service management submodule: and managing the published map service.
An agriculturally geochemical information system as shown in fig. 5, wherein the spatial map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend; the space map operating module includes: the map layer control sub-module, the map planning sub-module, the screen coordinate conversion sub-module, the map service response sub-module and the legend generation sub-module; wherein:
the layer control submodule comprises: loading layer information supported by the spatial data operation submodule, and controlling layer contents displayed in the spatial data operation submodule by selecting corresponding layer information;
the map planning sub-module: receiving an operation instruction of the spatial data operation submodule, and planning the layer content according to the operation instruction to generate planning layer display content;
the screen coordinate conversion submodule: the method comprises the steps that a base view coordinate system displayed on a page and spatial data are marked to be converted to obtain a spatial data display enclosure, a data request is made to a map service response submodule, coordinate system conversion is conducted according to the spatial data fed back by the map service response submodule, page display content is generated and displayed in a spatial data operation submodule;
the map service response submodule: receiving a data request sent by the screen coordinate conversion submodule, scheduling the spatial data in the range according to the spatial data display range, and feeding the scheduled spatial data back to the screen coordinate conversion submodule for coordinate conversion; receiving an operation instruction of the spatial data operation submodule, and calling the legend generation submodule according to spatial data layer content contained in the operation instruction;
the legend generation submodule: and receiving a service request sent by the map service response submodule, calling configuration information of the map service, loading a color rendering scheme of map service layer content, generating a legend, and feeding the legend back to the spatial data operation submodule.
An agriculturally geochemical information system as shown in fig. 6, wherein the search model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model; the retrieval model management module includes: a retrieval model establishing submodule, a retrieval model analyzing submodule and a retrieval model managing submodule; wherein:
the retrieval model creating submodule: creating a retrieval model for the data content of the subject data warehouse, and setting the type and result content of retrieval support;
the retrieval model analysis submodule comprises: decomposing the retrieval parameters input by the retrieval model, analyzing the content of the decomposed parameter content, and generating data query sentences corresponding to the retrieval parameters;
the retrieval model management submodule comprises: and managing the created retrieval model.
A geochemical information system for agricultural land as shown in fig. 7, wherein the authority setting management module: setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system; the authority setting management module comprises: authority management submodule, function management submodule, wherein:
the authority management submodule is used for: setting access rights of system resources and functions, generating a system right management list, and storing the system right management list into a subject data warehouse;
the function management submodule comprises: and setting the system function configuration, generating configuration content of the system function, and storing the configuration content into a theme data warehouse.
An agriculturally geochemical information system as shown in fig. 8, wherein the information retrieval subsystem: receiving the retrieval conditions set in the interface operation display subsystem, performing model configuration on the retrieval conditions through parameter setting of a retrieval model, generating retrieval request parameters, transmitting the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performing matching, fusion and correction processing on the data retrieval results, and feeding back the processed data retrieval results to the interface operation display subsystem for presentation; the information retrieval subsystem includes: the system comprises an attribute condition setting module, a space range setting module, a service query feedback module and a retrieval result fusion module; wherein:
the attribute condition setting module: acquiring attribute conditions set by an interface operation module, performing model configuration on the acquired attribute conditions according to parameter setting of a retrieval model, and providing a retrieval request to a service query feedback module;
the spatial range setting module: acquiring a space range selected by an interface operation module, performing model configuration on the acquired space range according to parameter setting of a retrieval model, and providing a retrieval request to a service query feedback module;
the service inquiry feedback module: receiving a retrieval request sent by the attribute condition setting module, transmitting retrieval request parameters to the retrieval model management module for processing to obtain corresponding data query statements, performing data retrieval on the subject data warehouse by using the data query statements to obtain attribute data retrieval results, and feeding the attribute data retrieval results back to the interface operation module; receiving a retrieval request sent by a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query statements, performing data retrieval on a subject data warehouse by using the data query statements to obtain a spatial data retrieval result, and feeding the spatial data retrieval result back to an interface operation module; receiving a retrieval request sent by an attribute condition setting module and a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query sentences, performing data retrieval on a subject data warehouse by using the data query sentences to obtain comprehensive data retrieval results, and feeding the comprehensive data retrieval results back to a retrieval result fusion module for processing;
the retrieval result fusion module: and receiving the comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result to form a data retrieval result after fusion of the spatial layer and the matched attribute information, and feeding the data retrieval result back to the interface operation module.
A geochemical information system for agricultural fields as shown in fig. 9, wherein the search result fusion module: receiving a comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result to form a data retrieval result after fusion of a space layer and attribute information matched with the space layer, and feeding the data retrieval result back to the interface operation module; the retrieval result fusion module comprises: the information result matching submodule, the information result fusion submodule and the information result correction submodule; wherein:
the information result matching submodule: receiving an attribute data retrieval result and a spatial data retrieval result transmitted by the service query feedback module, matching the attribute data retrieval result and the spatial data retrieval result to generate a preliminary matching result, and sending the preliminary matching result to the information result fusion submodule for processing;
the information result fusion submodule: receiving a preliminary matching result sent by the information result matching submodule, fusing completely matched data information, respectively retrieving corresponding spatial data and attribute data for incompletely matched data, and fusing to form a data retrieval result fused with a spatial layer and attribute information matched with the spatial layer;
the information result correction submodule: and performing result verification on the fused space layer and the data retrieval result which is matched with the fused space layer and fused with the attribute information, and feeding back data with correct verification result to the interface operation module.
An agriculturally geochemical information system as shown in fig. 10, wherein the statistical analysis subsystem: receiving space range information sent by an interface operation display subsystem, and carrying out area length calculation on the space range information to obtain area and length results; analyzing and evaluating sample analysis data in the spatial range information to obtain a single-factor evaluation result; carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result to generate a comprehensive analysis report, and sending the comprehensive analysis report to an interface operation display subsystem; carrying out interpolation analysis, value domain division and color rendering on the single-factor evaluation result to generate an isoline analysis result, and sending the isoline analysis result to an interface operation display subsystem; the single-factor evaluation results are sorted to generate a trend analysis chart of the single-factor evaluation results along with the change of depth and time, and the trend analysis chart is sent to an interface operation display subsystem; the statistical analysis subsystem comprises: the system comprises a space range selection module, a space quantity calculation module, a single factor evaluation module, a comprehensive evaluation module, an isoline analysis module and a single factor trend module; wherein:
the spatial range selection module: receiving a space range information request selected by a space range setting module, performing combination setting on the space range information to generate structured space range information, and sending the structured space range information to a space quantity calculation module; receiving a space range information request selected by a space range setting module, performing combined setting on the space range information to generate structured space range information, and sending the structured space range information to a single factor evaluation module;
the space measurement module: receiving the structured space range information sent by the space range selection module, performing area and length calculation on the space range information to generate a calculation result in the space range, and feeding the calculation result back to the interface operation module;
the single factor evaluation module: receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to generate a single-factor evaluation result, and sending the single-factor evaluation result to the comprehensive evaluation module; receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to generate a single-factor evaluation result, and sending the single-factor evaluation result to the contour analysis module; receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to obtain a single-factor evaluation result, and sending the single-factor evaluation result to the single-factor trend module;
the comprehensive evaluation module is used for: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module;
the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module;
the single factor trend module: and receiving the single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule.
An agro-geochemical information system as shown in fig. 11, wherein the integrated evaluation module: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module; the comprehensive evaluation module comprises: a single factor evaluation fusion submodule and a comprehensive analysis submodule; wherein:
the single factor evaluation fusion submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing spatial superposition and fusion on the single-factor evaluation result to obtain a multi-factor evaluation fusion result, and sending the multi-factor evaluation fusion result to the comprehensive analysis submodule;
the comprehensive analysis submodule comprises: and receiving the multi-factor evaluation fusion result sent by the single-factor evaluation fusion submodule, carrying out comprehensive analysis on the evaluation fusion result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the service information operation submodule.
A geochemical information system for agricultural fields as shown in fig. 12 wherein the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module; the contour analysis module comprises: the device comprises an interpolation analysis submodule, an isoline generation submodule and a color rendering submodule; wherein:
the interpolation analysis submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out interpolation analysis on the single-factor evaluation result to generate an interpolation analysis result, and sending the interpolation analysis result to the contour line generation submodule;
the contour generation submodule: receiving an interpolation analysis result sent by the interpolation analysis submodule, carrying out value domain division on the interpolation analysis result, generating an isoline and an isosurface of the interpolation result, and sending the isoline and the isosurface to the color rendering submodule;
the color rendering sub-module: and receiving the contour line and the contour surface sent by the contour line generation submodule, performing color rendering on the graph in the contour surface, loading the contour line, generating a contour line analysis result, and sending the contour line analysis result to the spatial data operation submodule.
An agricultural land geochemical information system as shown in fig. 13, wherein the single factor trend module: receiving a single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule; the single factor trend module includes: a depth change submodule and a time change submodule; wherein:
the depth change submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a depth change trend analysis graph of the single-factor evaluation result along with the depth change, and sending the depth change trend analysis graph to the service information operation submodule;
the time variation submodule: and receiving the single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a time variation trend analysis chart of the single-factor evaluation result along with the time variation, and sending the time variation trend analysis chart to the service information operation submodule.
An agriculturally geochemical information system as shown in fig. 14, wherein said interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result; the interface operation display subsystem comprises: the system comprises a user verification module and an interface operation module; wherein:
the user authentication module: verifying the user access process, and grading, configuring and loading the user function use list;
the interface operation module is used for: and the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents the operation result.
An agriculturally geochemical information system as shown in fig. 15, wherein the interface operation module: the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents operation results; the interface operation module comprises: the system comprises a spatial data operation submodule, a service information operation submodule and a fusion information operation submodule; wherein:
the spatial data operation submodule: operating the spatial data to generate a spatial data operating instruction, and respectively sending the spatial data operating instruction to a map planning submodule, a legend generating submodule and a layer control submodule for processing; receiving and presenting feedback results of the screen coordinate conversion submodule, the legend generation submodule, the layer control submodule, the color rendering submodule and the service query feedback module;
the service information operation submodule is as follows: the method comprises the steps of operating service data, generating a service information operating instruction, and sending the service information operating instruction to an attribute condition setting module for processing; receiving and presenting feedback results of the comprehensive analysis submodule, the depth change submodule and the time change submodule;
the fusion information operation submodule: and generating a fusion operation instruction, respectively sending the fusion operation instruction to a space range setting module and an attribute condition setting module, and receiving and presenting a data retrieval result obtained by fusing the space layer and the attribute information matched with the space layer.
In a specific embodiment, the managing the published map service includes: the method comprises the steps of carrying out starting management on the issued map service, carrying out deleting management on the issued map service and carrying out stopping management on the issued map service.
In a specific embodiment, the search model management includes: deletion management is performed on the created retrieval model, priority management is performed on the created retrieval model, and stop management is performed on the created retrieval model.
In a specific embodiment, the field collection data includes: sampling points acquired by field operation, spatial information of monitoring points and acquisition information.
In a specific embodiment, the access right setting is divided into administrator access right and general user access right.
In a specific embodiment, the data retrieval result includes: and the spatial data retrieval result, the attribute data retrieval result, the spatial layer and the data retrieval result matched with the spatial layer are fused.
In a specific embodiment, the presenting the operation result in the interface includes: and the spatial layer and the data retrieval result, the comprehensive analysis report, the depth change trend analysis graph, the time change trend analysis graph and the attribute data retrieval result which are matched with the spatial layer are fused, the spatial data retrieval result or the combination of a plurality of results is presented, and the presentation mode is single result presentation or combination result presentation.
The following is a description of a specific embodiment:
fig. 1 is a schematic structural diagram of an agricultural land geochemical information system provided by the present embodiment, and as shown in fig. 1, the agricultural land geochemical information system comprises: the system comprises a service support subsystem, an information retrieval subsystem, a statistical analysis subsystem and an interface operation display subsystem, wherein the connection relationship among the subsystems is as follows: the service support subsystem is used for sorting, fusing, converting and storing data acquired by field work and sample analysis data; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; and creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result.
An agriculturally geochemical information system, as illustrated in fig. 2, wherein the service support subsystem: the data collected by field work and the sample analysis data are sorted, fused, transformed by coordinates and stored; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the service support subsystem comprises a data sorting module, a map service management module, a space map operation module, a retrieval model management module, a theme data warehouse and an authority setting management module, wherein:
the data sorting module: data arrangement is carried out on sampling point data, monitoring point data, sampling point sample analysis data and monitoring point sample analysis data collected in field work to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse;
the map service management module: loading and rendering colors of sampling points, monitoring points, result graphs and administrative division data, and performing display range configuration, data slicing processing, publishing and management on the created map service;
the space map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend;
the retrieval model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model;
the subject data repository: storing the field collected data, the sample analysis data and the base map data after the fusion processing, and performing standardized management on the stored data;
the authority setting management module: and setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system.
An agricultural land geochemical information system as shown in fig. 3, wherein said data marshalling module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse; the data arrangement module comprises: the data cleaning submodule, the data sorting submodule, the data coordinate conversion submodule and the data importing submodule are arranged, wherein:
the data cleaning submodule: comparing the surface soil sampling point data result acquired by field work with administrative division data of Tianjin city, and removing data with wrong coordinates; checking surface soil sampling point data and surface soil sampling sample analysis data acquired by field work, removing repeated data of sampling numbers and sampling number difference data, and primarily screening the data to obtain effective data;
the data sorting submodule comprises: performing data sorting on the generated effective data, and performing data association and fusion on surface soil sampling point data and surface soil sampling point sample analysis data according to the sample number and the sample acquisition depth to form fusion data;
the data coordinate conversion submodule: performing coordinate conversion on surface soil sampling point data, converting a geographical coordinate system (WGS 84 geographical coordinate system) into a plane coordinate system (any rectangular coordinate system in Tianjin, 1990) and generating surface soil sampling point warehousing data;
the data import submodule: importing the surface soil sampling point warehouse entry data into a subject data warehouse;
an agriculturally geochemical information system as shown in fig. 4, wherein the map service management module: loading and configuring sampling points, monitoring points, result graphs and administrative division data, and configuring, publishing and managing the created map service; the map service management module includes: the map service creating sub-module, the map service publishing sub-module and the map service managing sub-module; wherein:
the map service creation sub-module: and respectively loading the sampling points, the monitoring points, the result graph and the administrative division data, classifying according to the types of the sampling points and the monitoring points, performing color rendering on the grade of the result graph and the administrative division, converting attribute field display contents, storing configuration results and creating a map service.
The map service publishing sub-module: and issuing the created sampling points, monitoring points, result graphs and administrative division data map services, configuring display ranges of spatial data respectively, and slicing the result graphs and the administrative division map services to improve the response speed of the map services.
The map service management submodule: and managing the published sampling points, monitoring points, result graphs and administrative division data map services, including starting, suspending and deleting operations of the map services.
An agriculturally geochemical information system as shown in fig. 5, wherein the spatial map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend; the space map operating module includes: the map layer control sub-module, the map planning sub-module, the screen coordinate conversion sub-module, the map service response sub-module and the legend generation sub-module; wherein:
the layer control submodule comprises: loading layer information of sampling points, monitoring points, result graphs and administrative division data, receiving a layer updating and displaying instruction of surface soil monitoring points sent by a spatial data operation submodule, stopping data updating response to other map services, only performing data updating response on the surface soil monitoring points, and feeding back the surface soil monitoring point data to the spatial data operation submodule;
the map planning sub-module: receiving the space range from four to change information, display scale information and display layer information of the space data operation submodule, planning and changing the original display range to generate a new display range, and sending the new display range, the display scale information and the display layer information to the screen coordinate conversion submodule;
the screen coordinate conversion submodule: receiving a display range, display scale information and display layer information sent by a map planning submodule, converting a base view coordinate system and a spatial data coordinate system of the display range to obtain a spatial data display range, and sending the spatial data display range, the display scale information and the display layer information to a map service response submodule; receiving the space data fed back by the map service response submodule, converting a space data coordinate system and a base view coordinate system, generating page display content and presenting the page display content in the space data operation submodule;
the map service response submodule: receiving a spatial data display range, display scale information and display layer information sent by a screen coordinate conversion sub-module, scheduling and rendering spatial data in the range under the corresponding scale of all display layers according to the spatial data display range, and feeding back the rendered spatial data to a screen coordinate conversion sub-module; receiving an operation instruction of the spatial data operation submodule, and calling the legend generation submodule according to spatial data layer content contained in the operation instruction;
the legend generation submodule: and receiving an instruction for displaying the legend of the surface soil monitoring points sent by the map service response submodule, calling configuration information of the map service of the surface soil monitoring points, loading a color rendering scheme of the map service layer content, generating the legend, and feeding the legend back to the spatial data operation submodule.
An agriculturally geochemical information system as shown in fig. 6, wherein the search model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model; the retrieval model management module includes: a retrieval model establishing submodule, a retrieval model analyzing submodule and a retrieval model managing submodule; wherein:
the retrieval model creating submodule: and establishing a retrieval model for the sampling points, the monitoring points and the result graph data according to the element content and the element content grade. Setting the types supported by the model, including numerical value interval retrieval and grade interval retrieval; the numerical interval retrieval supports the retrieval of the interval value of the element content, and the level interval retrieval supports the retrieval of the interval value of the element content level; the setting of the result content comprises the following steps: setting the display accuracy of the element content and the text conversion of the element content grade;
the retrieval model analysis submodule comprises: decomposing the retrieval parameters, wherein the decomposition result comprises a retrieval layer, retrieval elements, a retrieval interval, a retrieval sorting field, page display items and a space range, combining the decomposition results, loading data retrieval settings according to a retrieval model, and generating corresponding data query statements;
the retrieval model management submodule comprises: and managing the created retrieval model.
A geochemical information system for agricultural land as shown in fig. 7, wherein the authority setting management module: setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system; the authority setting management module comprises: authority management submodule, function management submodule, wherein:
the authority management submodule is used for: according to the requirements of the system, the authority is divided into an administrator user and a common user; the administrator user supports the configuration of the system function, and the common user supports the use of all functions except the system management;
the function management submodule comprises: and the administrator user sets and updates the submenus of the sampling point information management menu, the icons, the texts, the link modes, the function response modes and the arrangement sequence of the submenus.
An agriculturally geochemical information system as shown in fig. 8, wherein the information retrieval subsystem: receiving the retrieval conditions set in the interface operation display subsystem, performing model configuration on the retrieval conditions through parameter setting of a retrieval model, generating retrieval request parameters, transmitting the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performing matching, fusion and correction processing on the data retrieval results, and feeding back the processed data retrieval results to the interface operation display subsystem for presentation; the information retrieval subsystem includes: the system comprises an attribute condition setting module, a space range setting module, a service query feedback module and a retrieval result fusion module; wherein:
the attribute condition setting module: acquiring attribute retrieval conditions set by an interface operation module, combining surface soil monitoring points, nitrogen elements, an upper limit value of 100, a lower limit value of 70, 15 display items and sequencing field sampling date information in the attribute retrieval conditions by using agreed separators to obtain retrieval parameters meeting the requirements of a retrieval model, and submitting a retrieval request to a service query feedback module;
the spatial range setting module: acquiring administrative division range information of Tianjin city selected by an interface operation module, and classifying the administrative division range information in a space range acquisition mode; selecting a space range in an administrative division list mode, recording the name of the selected administrative division, and combining an administrative division list selection mode code with the name 'Tianjin City' of the selected administrative division by using a convention separator; obtaining retrieval parameters meeting the requirements of the retrieval model, and providing a retrieval request to a service query feedback module;
the service inquiry feedback module: receiving a retrieval request sent BY an attribute condition setting module, transmitting surface soil monitoring points, nitrogen elements, an upper limit value 100, a lower limit value 70, 15 display items and sequencing field sampling date information in retrieval request parameters to a retrieval model management module for processing to obtain a corresponding data query statement ' SELECT TOP (15) ' FROM FX _ BCTRJCD WHERE N content > HLCL (70) ANDN content < HLCL (100) ORDER BY CYRQ ', using the data query statement to perform data retrieval on a subject data warehouse to obtain an attribute data retrieval result, and feeding the attribute data retrieval result back to an interface operation module; receiving a retrieval request sent BY a space range setting module, transmitting an administrative division list selection mode code and a selected administrative division name in retrieval request parameters to a retrieval model management module for processing to obtain a corresponding data query statement ' SELECT TOP (1000) ' FROM JCD _ BCTR WHERE QH LIKE '% Tianjin% ' ORDER BY rq cy ', using the data query statement to perform data retrieval on a subject data warehouse to obtain a space data retrieval result, and feeding the space data retrieval result back to an interface operation module; receiving a retrieval request sent by an attribute condition setting module and a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query sentences, performing data retrieval on a subject data warehouse by using the data query sentences to obtain comprehensive data retrieval results, and feeding the comprehensive data retrieval results back to a retrieval result fusion module for processing;
the retrieval result fusion module: and receiving the comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result according to the sample number field, generating surface soil monitoring point data with a space range in Tianjin city area and an attribute condition of nitrogen content of 70-100 (milligrams), and feeding the surface soil monitoring point data back to the interface operation module.
A geochemical information system for agricultural fields as shown in fig. 9, wherein the search result fusion module: receiving a comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result according to the sample number field, generating surface soil monitoring point data with a space range in Tianjin city and an attribute condition of nitrogen content of 70-100 (milligrams), and feeding the surface soil monitoring point data back to the interface operation module; the retrieval result fusion module comprises: the information result matching submodule, the information result fusion submodule and the information result correction submodule; wherein:
the information result matching submodule: receiving an attribute data retrieval result and a spatial data retrieval result transmitted by a service query feedback module, matching the attribute data retrieval result and the spatial data retrieval result according to sample data of a surface soil monitoring point and sample number fields of related fields of sample analysis data of the surface soil monitoring point to generate a primary matching result, and sending the primary matching result to an information result fusion submodule for processing;
the information result fusion submodule: receiving a preliminary matching result sent by the information result matching submodule, fusing completely matched data information, respectively retrieving corresponding spatial data and attribute data for data with inconsistent sample numbers, and fusing to form a data retrieval result fused with a spatial layer and attribute information matched with the spatial layer;
the information result correction submodule: and verifying the space condition and the attribute condition of the fused data retrieval result, and feeding back surface soil monitoring point data with the space range in Tianjin city area and the attribute condition of nitrogen content between 70 and 100 (milligrams) to the interface operation module.
An agriculturally geochemical information system as shown in fig. 10, wherein the statistical analysis subsystem: receiving space range information sent by an interface operation display subsystem, and carrying out area length calculation on the space range information to obtain area and length results; analyzing and evaluating sample analysis data in the spatial range information to obtain a single-factor evaluation result; carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result to generate a comprehensive analysis report, and sending the comprehensive analysis report to an interface operation display subsystem; carrying out interpolation analysis, value domain division and color rendering on the single-factor evaluation result to generate an isoline analysis result, and sending the isoline analysis result to an interface operation display subsystem; the single-factor evaluation results are sorted to generate a trend analysis chart of the single-factor evaluation results along with the change of depth and time, and the trend analysis chart is sent to an interface operation display subsystem; the statistical analysis subsystem comprises: the system comprises a space range selection module, a space quantity calculation module, a single factor evaluation module, a comprehensive evaluation module, an isoline analysis module and a single factor trend module; wherein:
the spatial range selection module: receiving a space range information request selected by a space range setting module, performing combination setting on the space range information to generate structured space range information, and sending the structured space range information to a space quantity calculation module; receiving a space range information request selected by a space range setting module, performing combined setting on the space range information to generate structured space range information, and sending the structured space range information to a single factor evaluation module;
the space measurement module: receiving the structured space range information sent by the space range selection module, resolving the space range information to obtain a corresponding space range graph, resolving the area and length of the space range graph to generate a resolving result in the space range, and feeding the resolving result back to the interface operation module;
the single factor evaluation module: and receiving the spatial range information sent by the spatial range selection module, resolving the spatial range information to obtain a corresponding spatial range graph, and superposing the result graph information and the spatial range graph in a spatial position to obtain the selected result graph and the content and spatial position distribution condition of each evaluation factor contained in the result graph. Respectively sending the single-factor evaluation result to a comprehensive evaluation module, an isoline analysis module and a single-factor trend module;
the comprehensive evaluation module is used for: receiving a single-factor evaluation result sent by the single-factor evaluation module, screening the single-factor evaluation result according to the comprehensive evaluation model, carrying out spatial superposition, fusion and comprehensive analysis on the screened single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module;
the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module;
the single factor trend module: and receiving the single-factor evaluation result sent by the single-factor evaluation module, dividing the single-factor evaluation result according to the grading unit, sequencing according to the sampling depth and the sampling date, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule.
An agro-geochemical information system as shown in fig. 11, wherein the integrated evaluation module: receiving a single-factor evaluation result sent by the single-factor evaluation module, screening the single-factor evaluation result according to the comprehensive evaluation model, carrying out spatial superposition, fusion and comprehensive analysis on the screened single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module; the comprehensive evaluation module comprises: a single factor evaluation fusion submodule and a comprehensive analysis submodule; wherein:
the single factor evaluation fusion submodule: receiving a single-factor evaluation result sent by a single-factor evaluation module, screening each evaluation factor contained in the single-factor evaluation result according to a set fertility analysis model to obtain 8 single-factor evaluation information of soil nutrient comprehensive evaluation results, organic matter factors, total nitrogen factors, total phosphorus factors, total potassium factors, alkaline nitrogen-solubilizing factors, quick-acting potassium factors and effective phosphorus factors, and respectively performing color rendering on the screened single-factor evaluation information to obtain 8 single-factor evaluation graphs; counting 8 kinds of single factor evaluation information to obtain the land use condition of the grading unit and the content grade counting condition of the single factor evaluation information; carrying out weighted comparison and grading on the 8 kinds of single-factor evaluation information of the grading units to obtain a fertility analysis evaluation fusion result of the grading units; sending the fertility analysis evaluation fusion result to a comprehensive analysis submodule;
the comprehensive analysis submodule comprises: receiving a multi-factor evaluation fusion result sent by the single-factor evaluation fusion submodule, and performing color rendering on the fertility analysis evaluation fusion result to obtain a fertility analysis comprehensive evaluation graph; grade summarization is carried out on the fertility analysis evaluation fusion results to obtain the comprehensive grade statistical condition of the fertility analysis, and evaluation opinions are proposed according to the grade statistical condition; and summarizing the fertility analysis comprehensive evaluation graph, the comprehensive grade statistical condition, the 8 kinds of single-factor evaluation graphs and the evaluation information content grade statistical condition to generate a fertility analysis report, and sending the fertility analysis report to the service information operation submodule.
A geochemical information system for agricultural fields as shown in fig. 12 wherein the contour analysis module: receiving a nitrogen element evaluation result sent by the single-factor evaluation module, performing Krigin interpolation and value domain division on the nitrogen element evaluation result, recording the nitrogen element content grade and the nitrogen element content value, performing color rendering, generating a nitrogen element content contour analysis result, and sending the result to the interface operation module; the contour analysis module comprises: the device comprises an interpolation analysis submodule, an isoline generation submodule and a color rendering submodule; wherein:
the interpolation analysis submodule: receiving a nitrogen element evaluation result sent by the single-factor evaluation module, selecting a Kriging interpolation method according to the point location distribution condition of the nitrogen element evaluation result, calculating the distribution condition of the nitrogen element in a space range, generating an interpolation analysis result, and sending the interpolation analysis result to the contour line generation submodule;
the contour generation submodule: receiving an interpolation analysis result sent by the interpolation analysis submodule, obtaining the maximum value and the minimum value of the nitrogen element content in the interpolation analysis result, dividing a value domain interval of the nitrogen element content, obtaining a regular division range, performing value domain division on the interpolation analysis result by using the division range to obtain a nitrogen element content grade, generating a nitrogen element content isoline and a nitrogen element grade isosurface, storing the content grade and the content value in the isoline and the isosurface, and sending the isoline and the isosurface to the color rendering submodule;
the color rendering sub-module: and receiving the isoline and the isosurface sent by the isoline generating submodule, performing color rendering on the graph in the isosurface according to the content level of the nitrogen element, loading the isoline, marking the content value of the nitrogen element, storing an operation result, updating an isoline map service, generating a nitrogen element isoline analysis result, and sending an isoline map service address to the spatial data operating submodule.
An agricultural land geochemical information system as shown in fig. 13, wherein the single factor trend module: receiving a single-factor evaluation result sent by a single-factor evaluation module, dividing the single-factor evaluation result according to a grading unit, sequencing single-factor content information of the grading unit according to sampling depth and sampling time, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to a service information operation submodule; the single factor trend module includes: a depth change submodule and a time change submodule; wherein:
the depth change submodule: receiving a nitrogen element evaluation result sent by the single-factor evaluation module, dividing the nitrogen element evaluation result according to a grading unit, sequencing nitrogen element content information at the same sampling time according to sampling depth, generating a depth change trend analysis graph of the nitrogen element evaluation result along with the change of the depth, and sending the depth change trend analysis graph to the service information operation submodule;
the time variation submodule: and receiving the nitrogen element evaluation result sent by the single-factor evaluation module, dividing the nitrogen element evaluation result according to a grading unit, sequencing the nitrogen element content information at the same depth according to sampling time, generating a time variation trend analysis graph of the nitrogen element evaluation result changing along with the sampling time, and sending the time variation trend analysis graph to the service information operation submodule.
An agriculturally geochemical information system as shown in fig. 14, wherein said interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result; the interface operation display subsystem comprises: the system comprises a user verification module and an interface operation module; wherein:
the user authentication module: sending a login instruction by using a user name and a password distributed by a system, verifying the user name and the password, and loading a function list and a resource list which can be accessed by a user in a system interface after the verification, wherein the function list comprises the functions of sampling point information management, agricultural basic information, agricultural quality information, statistical analysis and application, land quality monitoring, system management and system maintenance; and sequencing the sampling point information management, grading the submenus of the sampling point information management, and setting the submenus to respond in the spatial data operation submodule and the service information operation submodule.
The interface operation module is used for: and the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents the operation result.
An agriculturally geochemical information system as shown in fig. 15, wherein the interface operation module: generating instructions by layer control, legend generation, translation, zooming and range selection operations, respectively sending the instructions to a space map operation module, a space range setting module and an attribute condition setting module, and receiving and presenting operation results; the interface operation module comprises: the system comprises a spatial data operation submodule, a service information operation submodule and a fusion information operation submodule; wherein:
the spatial data operation submodule: including a map operator and a graphical result responder. The map operator receives the operation on the space display content and generates a space data operation instruction; receiving an operation of translating the spatial data display content, recording the spatial range from four to change information of the display content according to the current spatial data display scale, and sending the spatial range from four to change information, the display scale information and the display layer information to a map planning submodule; receiving an instruction for displaying a surface soil monitoring point legend, and sending the instruction to a legend generation submodule; receiving an instruction of displaying a surface soil monitoring point by updating the layer, and sending the instruction to a layer control submodule; receiving selected Tianjin city administrative division range information, and respectively sending the Tianjin city administrative division range information to a space range setting module and a fusion information operation sub-module; the graph result responder receives the instructions sent by other modules, responds to the instructions and updates the spatial data display content; receiving an instruction sent by the screen coordinate conversion submodule, and updating the space data display content; receiving a legend sent by a legend generation submodule, and carrying out loading display; receiving layer information sent by the layer control submodule, and updating the spatial data display content; receiving an isoline map service address sent by the color rendering submodule, and loading and displaying the map service address; and receiving the spatial data retrieval result of the service query feedback module, and loading and displaying the retrieval result.
The service information operation submodule is as follows: the system comprises a service operator, a service result responder and a result outputter. The service operator receives the operation on the service information and generates a service information operation instruction; receiving the setting that the retrieval condition is that the nitrogen content of the surface soil monitoring point is between 70 and 100 (milligrams), and sending the surface soil monitoring point, the nitrogen, the upper limit value of 100, the lower limit value of 70, the sampling date of the sequencing field and 15 display items to the attribute condition setting module for processing; the service result responder receives and presents the feedback results of the comprehensive analysis submodule, the depth change submodule and the time change submodule; receiving a fertility analysis report sent by the comprehensive analysis submodule, and sending the fertility analysis report to a result output device; the business result receives and presents the nitrogen element depth change trend analysis chart sent by the depth change submodule; receiving a nitrogen element time variation trend analysis chart sent by the time variation submodule and presenting the nitrogen element time variation trend analysis chart; and the result output device receives the fertility analysis report sent by the service result responder and outputs the fertility analysis report to the outside of the system.
The fusion information operation submodule: receiving administrative division range information of Tianjin city sent by a spatial data operation submodule and 15 retrieval conditions of surface soil monitoring points, nitrogen elements, an upper limit value of 100, a lower limit value of 70, a sampling date of a sequencing field and page display items sent by a business information operation submodule, fusing the received information, and respectively sending the fused information to a spatial range setting module and an attribute condition setting module; receiving and presenting a data retrieval result which is sent by the retrieval result fusion module and is fused with the spatial layer and the attribute information matched with the spatial layer;
the foregoing system descriptions and structural schematics are provided merely as illustrative examples and are not intended to require or imply that the steps of the above-described operations or aspects must be performed in the order presented. As will be appreciated by one skilled in the art, the order of the blocks in the foregoing aspects may be performed in any order. Words such as "thereafter," "then," "next," etc. are not intended to limit the order of operations or steps; these words are used only to guide the reader through the description of the method. Furthermore, any reference to claim elements in the singular, for example, using the articles "a," "an," or "the" is not to be construed as limiting the element to the singular.
The various illustrative logical blocks, modules, circuits, and algorithm steps described in connection with the aspects disclosed herein may be implemented as electronic hardware, computer software, or combinations of both. To clearly illustrate this interchangeability of hardware and software, various illustrative components, blocks, modules, circuits, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the overall system. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
The technical scheme in the embodiment of the invention can fuse field sampling data and sample analysis data to construct a geochemical evaluation subject data warehouse of the agricultural land; the data storage process is completed, the process management is carried out on the collected data of the industry, and a unified spatial data display platform is constructed; comprehensively retrieving the spatial data and the attribute data, and respectively displaying the spatial position and the analysis attribute of the retrieval result to achieve the retrieval effect of 'what you see is what you get'; optimizing the search process of the geochemical evaluation information of the agricultural land, improving the search efficiency and optimizing the display of the search result; the geochemical information of the agricultural land is comprehensively analyzed, and a work report is generated in one step, so that the work efficiency is improved; and predicting the spatial distribution, depth change and time change of the geochemical information of the agricultural land.
The previous description of the disclosed aspects is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these aspects will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the aspects shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (15)

1. An agricultural land geochemical information system, comprising: the system comprises: the system comprises a service support subsystem, an information retrieval subsystem, a statistical analysis subsystem and an interface operation display subsystem, wherein the connection relationship among the subsystems is as follows: the service support subsystem is used for sorting, fusing, converting and storing data acquired by field work and sample analysis data; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the information retrieval subsystem receives retrieval conditions set in the interface operation display subsystem, performs model configuration on the retrieval conditions through parameter setting of a retrieval model, generates retrieval request parameters, transmits the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performs matching, fusion and correction processing on the data retrieval results, and feeds the processed data retrieval results back to the interface operation display subsystem for presentation; the interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result;
the statistical analysis subsystem: receiving space range information sent by an interface operation display subsystem, and carrying out area length calculation on the space range information to obtain area and length results; analyzing and evaluating sample analysis data in the spatial range information to obtain a single-factor evaluation result; carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result to generate a comprehensive analysis report, and sending the comprehensive analysis report to an interface operation display subsystem; carrying out interpolation analysis, value domain division and color rendering on the single-factor evaluation result to generate an isoline analysis result, and sending the isoline analysis result to an interface operation display subsystem; the single-factor evaluation results are sorted to generate a trend analysis chart of the single-factor evaluation results along with the change of depth and time, and the trend analysis chart is sent to an interface operation display subsystem; the statistical analysis subsystem comprises: the system comprises a space range selection module, a space quantity calculation module, a single factor evaluation module, a comprehensive evaluation module, an isoline analysis module and a single factor trend module; wherein:
the spatial range selection module: receiving a space range information request selected by a space range setting module, performing combination setting on the space range information to generate structured space range information, and sending the structured space range information to a space quantity calculation module; receiving a space range information request selected by a space range setting module, performing combined setting on the space range information to generate structured space range information, and sending the structured space range information to a single factor evaluation module;
the space measurement module: receiving the structured space range information sent by the space range selection module, performing area and length calculation on the space range information to generate a calculation result in the space range, and feeding the calculation result back to the interface operation module;
the single factor evaluation module: receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to generate a single-factor evaluation result, and sending the single-factor evaluation result to the comprehensive evaluation module; receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to generate a single-factor evaluation result, and sending the single-factor evaluation result to the contour analysis module; receiving the space range information sent by the space range selection module, resolving the space range information to generate a space range resolving result, analyzing and evaluating sample analysis data in the space range to obtain a single-factor evaluation result, and sending the single-factor evaluation result to the single-factor trend module;
the comprehensive evaluation module is used for: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module;
the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module;
the single factor trend module: and receiving the single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule.
2. An agriculturally geochemical information system according to claim 1, wherein said service support subsystem: the data collected by field work and the sample analysis data are sorted, fused, transformed by coordinates and stored; loading and configuring the stored data, creating and releasing a map service, and managing the map service; responding to an operation command sent by the interface operation display subsystem, controlling the display content and the display range of the spatial data, and presenting a display content color rendering scheme; establishing a retrieval model for the stored data items, and optimizing the retrieval process; the service support subsystem comprises a data sorting module, a map service management module, a space map operation module, a retrieval model management module, a theme data warehouse and an authority setting management module, wherein:
the data sorting module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse;
the map service management module: loading and configuring the processed and fused spatial data and basic spatial data, and configuring, releasing and managing the created map service;
the space map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend;
the retrieval model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model;
the subject data repository: storing the field collected data, the sample analysis data and the base map data after the fusion processing, and performing standardized management on the stored data;
the authority setting management module: and setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system.
3. An agriculturally geochemical information system according to claim 2, wherein: the data sorting module: data sorting is carried out on data collected by field operation and sample analysis data to generate effective data; the effective data are sorted, fused and subjected to coordinate conversion to generate result data, and the result data are imported into a subject data warehouse; the data arrangement module comprises: the data cleaning submodule, the data sorting submodule, the data coordinate conversion submodule and the data importing submodule are arranged, wherein:
the data cleaning submodule: data cleaning is carried out on data collected by field operation and sample analysis data, redundant data are removed from junk data, and effective data are generated;
the data sorting submodule comprises: data sorting and fusion are carried out on the generated effective data;
the data coordinate conversion submodule: performing coordinate conversion on the sorted data according to the requirement of a data coordinate system of the business base to form data under a unified coordinate system;
the data import submodule: and importing the processed and fused data into a subject data warehouse.
4. An agriculturally geochemical information system according to claim 2, wherein: the map service management module: loading and configuring the processed and fused spatial data and basic spatial data, and configuring, releasing and managing the created map service; the map service management module includes: the map service creating sub-module, the map service publishing sub-module and the map service managing sub-module; wherein:
the map service creation sub-module: loading the processed and fused spatial data and basic spatial data, and performing layer configuration on the loaded spatial data to create a map service for the system;
the map service publishing sub-module: the created map service is released, a spatial data display range is configured according to the map service type, and a map loading mode is optimized;
the map service management submodule: and managing the published map service.
5. An agriculturally geochemical information system according to claim 2, wherein: the space map operation module: responding to an operation command of the spatial data operation submodule to generate page display content of the spatial data, controlling a layer and a display range of the spatial data, and loading a map service layer rendering scheme to generate a legend; the space map operating module includes: the map layer control sub-module, the map planning sub-module, the screen coordinate conversion sub-module, the map service response sub-module and the legend generation sub-module; wherein:
the layer control submodule comprises: loading layer information supported by the spatial data operation submodule, and controlling layer contents displayed in the spatial data operation submodule by selecting corresponding layer information;
the map planning sub-module: receiving an operation instruction of the spatial data operation submodule, and planning the layer content according to the operation instruction to generate planning layer display content;
the screen coordinate conversion submodule: the method comprises the steps that a base view coordinate system displayed on a page and spatial data are marked to be converted to obtain a spatial data display enclosure, a data request is made to a map service response submodule, coordinate system conversion is conducted according to the spatial data fed back by the map service response submodule, page display content is generated and displayed in a spatial data operation submodule;
the map service response submodule: receiving a data request sent by the screen coordinate conversion submodule, scheduling the spatial data in the range according to the spatial data display range, and feeding the scheduled spatial data back to the screen coordinate conversion submodule for coordinate conversion; receiving an operation instruction of the spatial data operation submodule, and calling the legend generation submodule according to spatial data layer content contained in the operation instruction;
the legend generation submodule: and receiving a service request sent by the map service response submodule, calling configuration information of the map service, loading a color rendering scheme of map service layer content, generating a legend, and feeding the legend back to the spatial data operation submodule.
6. An agriculturally geochemical information system according to claim 2, wherein: the retrieval model management module: creating a retrieval model for the data content of the subject data warehouse, analyzing the parameters of the retrieval model, generating query sentences, and managing the created retrieval model; the retrieval model management module includes: a retrieval model establishing submodule, a retrieval model analyzing submodule and a retrieval model managing submodule; wherein:
the retrieval model creating submodule: creating a retrieval model for the data content of the subject data warehouse, and setting the type and result content of retrieval support;
the retrieval model analysis submodule comprises: decomposing the retrieval parameters input by the retrieval model, analyzing the content of the decomposed parameter content, and generating data query sentences corresponding to the retrieval parameters;
the retrieval model management submodule comprises: and managing the created retrieval model.
7. An agriculturally geochemical information system according to claim 2, wherein: the authority setting management module: setting access authority to the resources and functions of the system, and managing the display names, icons, contents and grades of the functions of the system; the authority setting management module comprises: authority management submodule, function management submodule, wherein:
the authority management submodule is used for: setting access rights of system resources and functions, generating a system right management list, and storing the system right management list into a subject data warehouse;
the function management submodule comprises: and setting the system function configuration, generating configuration content of the system function, and storing the configuration content into a theme data warehouse.
8. An agriculturally geochemical information system according to claim 1, wherein: the information retrieval subsystem: receiving the retrieval conditions set in the interface operation display subsystem, performing model configuration on the retrieval conditions through parameter setting of a retrieval model, generating retrieval request parameters, transmitting the retrieval request parameters to the service support subsystem for processing to obtain data retrieval results, performing matching, fusion and correction processing on the data retrieval results, and feeding back the processed data retrieval results to the interface operation display subsystem for presentation; the information retrieval subsystem includes: the system comprises an attribute condition setting module, a space range setting module, a service query feedback module and a retrieval result fusion module; wherein:
the attribute condition setting module: acquiring attribute conditions set by an interface operation module, performing model configuration on the acquired attribute conditions according to parameter setting of a retrieval model, and providing a retrieval request to a service query feedback module;
the spatial range setting module: acquiring a space range selected by an interface operation module, performing model configuration on the acquired space range according to parameter setting of a retrieval model, and providing a retrieval request to a service query feedback module;
the service inquiry feedback module: receiving a retrieval request sent by the attribute condition setting module, transmitting retrieval request parameters to the retrieval model management module for processing to obtain corresponding data query statements, performing data retrieval on the subject data warehouse by using the data query statements to obtain attribute data retrieval results, and feeding the attribute data retrieval results back to the interface operation module; receiving a retrieval request sent by a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query statements, performing data retrieval on a subject data warehouse by using the data query statements to obtain a spatial data retrieval result, and feeding the spatial data retrieval result back to an interface operation module; receiving a retrieval request sent by an attribute condition setting module and a spatial range setting module, transmitting retrieval request parameters to a retrieval model management module for processing to obtain corresponding data query sentences, performing data retrieval on a subject data warehouse by using the data query sentences to obtain comprehensive data retrieval results, and feeding the comprehensive data retrieval results back to a retrieval result fusion module for processing;
the retrieval result fusion module: and receiving the comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result to form a data retrieval result after fusion of the spatial layer and the matched attribute information, and feeding the data retrieval result back to the interface operation module.
9. An agriculturally geochemical information system according to claim 8, wherein: the retrieval result fusion module: receiving a comprehensive data retrieval result of the service query feedback module, performing result matching, fusion and correction processing on the comprehensive data retrieval result to form a data retrieval result after fusion of a space layer and attribute information matched with the space layer, and feeding the data retrieval result back to the interface operation module; the retrieval result fusion module comprises: the information result matching submodule, the information result fusion submodule and the information result correction submodule; wherein:
the information result matching submodule: receiving an attribute data retrieval result and a spatial data retrieval result transmitted by the service query feedback module, matching the attribute data retrieval result and the spatial data retrieval result to generate a preliminary matching result, and sending the preliminary matching result to the information result fusion submodule for processing;
the information result fusion submodule: receiving a preliminary matching result sent by the information result matching submodule, fusing completely matched data information, respectively retrieving corresponding spatial data and attribute data for incompletely matched data, and fusing to form a data retrieval result fused with a spatial layer and attribute information matched with the spatial layer;
the information result correction submodule: and performing result verification on the fused space layer and the data retrieval result which is matched with the fused space layer and fused with the attribute information, and feeding back data with correct verification result to the interface operation module.
10. An agriculturally geochemical information system according to claim 1, wherein: the comprehensive evaluation module is used for: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out spatial superposition, fusion and comprehensive analysis on the single-factor evaluation result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the interface operation module; the comprehensive evaluation module comprises: a single factor evaluation fusion submodule and a comprehensive analysis submodule; wherein:
the single factor evaluation fusion submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing spatial superposition and fusion on the single-factor evaluation result to obtain a multi-factor evaluation fusion result, and sending the multi-factor evaluation fusion result to the comprehensive analysis submodule;
the comprehensive analysis submodule comprises: and receiving the multi-factor evaluation fusion result sent by the single-factor evaluation fusion submodule, carrying out comprehensive analysis on the evaluation fusion result, proposing an evaluation suggestion, generating a comprehensive analysis report, and sending the comprehensive analysis report to the service information operation submodule.
11. An agriculturally geochemical information system according to claim 1, wherein: the contour analysis module: receiving a single-factor evaluation result sent by the single-factor evaluation module, performing interpolation analysis, value range division and color rendering on the single-factor evaluation result, generating an isoline analysis result, and sending the isoline analysis result to the interface operation module; the contour analysis module comprises: the device comprises an interpolation analysis submodule, an isoline generation submodule and a color rendering submodule; wherein:
the interpolation analysis submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, carrying out interpolation analysis on the single-factor evaluation result to generate an interpolation analysis result, and sending the interpolation analysis result to the contour line generation submodule;
the contour generation submodule: receiving an interpolation analysis result sent by the interpolation analysis submodule, carrying out value domain division on the interpolation analysis result, generating an isoline and an isosurface of the interpolation result, and sending the isoline and the isosurface to the color rendering submodule;
the color rendering sub-module: and receiving the contour line and the contour surface sent by the contour line generation submodule, performing color rendering on the graph in the contour surface, loading the contour line, generating a contour line analysis result, and sending the contour line analysis result to the spatial data operation submodule.
12. An agriculturally geochemical information system according to claim 1, wherein: the single factor trend module: receiving a single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a single-factor evaluation result depth change trend analysis graph and a single-factor evaluation result time change trend analysis graph, and sending the single-factor evaluation result depth change trend analysis graph and the single-factor evaluation result time change trend analysis graph to the service information operation submodule; the single factor trend module includes: a depth change submodule and a time change submodule; wherein:
the depth change submodule: receiving a single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a depth change trend analysis graph of the single-factor evaluation result along with the depth change, and sending the depth change trend analysis graph to the service information operation submodule;
the time variation submodule: and receiving the single-factor evaluation result sent by the single-factor evaluation module, analyzing the single-factor evaluation result, generating a time variation trend analysis chart of the single-factor evaluation result along with the time variation, and sending the time variation trend analysis chart to the service information operation submodule.
13. An agriculturally geochemical information system according to claim 1, wherein: the interface operation display subsystem: verifying the access process of the user, and grading, configuring and loading the function use list of the user; creating and processing an operation instruction, respectively sending the operation instruction to the service support subsystem, the information retrieval subsystem and the statistical analysis subsystem, and receiving and presenting an operation result; the interface operation display subsystem comprises: the system comprises a user verification module and an interface operation module; wherein:
the user authentication module: verifying the user access process, and grading, configuring and loading the user function use list;
the interface operation module is used for: and the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents the operation result.
14. An agriculturally geochemical information system according to claim 13, wherein: the interface operation module is used for: the operation generation instruction respectively sends instructions to the space map operation module, the space range setting module and the attribute condition setting module, and receives and presents operation results; the interface operation module comprises: the system comprises a spatial data operation submodule, a service information operation submodule and a fusion information operation submodule; wherein:
the spatial data operation submodule: operating the spatial data to generate a spatial data operating instruction, and respectively sending the spatial data operating instruction to a map planning submodule, a legend generating submodule and a layer control submodule for processing; receiving and presenting feedback results of the screen coordinate conversion submodule, the legend generation submodule, the layer control submodule, the color rendering submodule and the service query feedback module;
the service information operation submodule is as follows: the method comprises the steps of operating service data, generating a service information operating instruction, and sending the service information operating instruction to an attribute condition setting module for processing; receiving and presenting feedback results of the comprehensive analysis submodule, the depth change submodule and the time change submodule;
the fusion information operation submodule: and generating a fusion operation instruction, respectively sending the fusion operation instruction to a space range setting module and an attribute condition setting module, and receiving and presenting a data retrieval result obtained by fusing the space layer and the attribute information matched with the space layer.
15. An agro-geochemical information system according to any one of claims 1-14, wherein: the management of the published map service comprises the following steps: starting and managing the published map service, deleting and managing the published map service, and stopping and managing the published map service; the retrieval model management comprises: deleting management is carried out on the created retrieval model, priority management is carried out on the created retrieval model, and stop management is carried out on the created retrieval model; the field collected data comprises: sampling points acquired by field operation, spatial information of monitoring points and acquisition information; the access authority setting is divided into administrator access authority and common user access authority; the data retrieval result comprises: the data retrieval result is obtained by fusing a spatial data retrieval result, an attribute data retrieval result, a spatial layer and attribute information matched with the spatial layer; the presenting of the operation result in the interface comprises: and the spatial layer and the data retrieval result, the comprehensive analysis report, the depth change trend analysis graph, the time change trend analysis graph and the attribute data retrieval result which are matched with the spatial layer are fused, the spatial data retrieval result or the combination of a plurality of results is presented, and the presentation mode is single result presentation or combination result presentation.
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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101599142A (en) * 2009-07-07 2009-12-09 武汉大学 Land evaluation index classification quantitative method based on spatial data field
CN101630382A (en) * 2009-07-07 2010-01-20 武汉大学 Multi-scale and multi-purpose land evaluation method and system
CN101650748A (en) * 2009-09-14 2010-02-17 杨敬锋 Soil quality evaluation method and system
CN103714244A (en) * 2013-12-08 2014-04-09 同济大学 Land use mixing degree evaluation method based on land use compatibility
CN105787802A (en) * 2016-02-22 2016-07-20 中国农业大学 Organic farm site selection method and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101599142A (en) * 2009-07-07 2009-12-09 武汉大学 Land evaluation index classification quantitative method based on spatial data field
CN101630382A (en) * 2009-07-07 2010-01-20 武汉大学 Multi-scale and multi-purpose land evaluation method and system
CN101650748A (en) * 2009-09-14 2010-02-17 杨敬锋 Soil quality evaluation method and system
CN103714244A (en) * 2013-12-08 2014-04-09 同济大学 Land use mixing degree evaluation method based on land use compatibility
CN105787802A (en) * 2016-02-22 2016-07-20 中国农业大学 Organic farm site selection method and system

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