CN112764128A - Method for displaying weather data, server, computer device and readable medium - Google Patents
Method for displaying weather data, server, computer device and readable medium Download PDFInfo
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- CN112764128A CN112764128A CN202011615065.9A CN202011615065A CN112764128A CN 112764128 A CN112764128 A CN 112764128A CN 202011615065 A CN202011615065 A CN 202011615065A CN 112764128 A CN112764128 A CN 112764128A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01W—METEOROLOGY
- G01W1/00—Meteorology
- G01W1/10—Devices for predicting weather conditions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
- Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation
Abstract
The invention provides a method for displaying weather data, which comprises the following steps: receiving a login request/query request carrying a user identifier; obtaining use habit data matched with the user identification according to the user identification; determining interest area parameters and at least one interest meteorological element index corresponding to the user identification according to the use habit data; and outputting an electronic map associated with the interest area parameter mapping through a graphical user interface, wherein the electronic map comprises the at least one interest meteorological element index. In addition, the invention also provides corresponding computer equipment and readable media, and a server for displaying the weather data. Implementing various embodiments of the present invention may enhance user experience and improve the efficiency of weather forecasting.
Description
Technical Field
The present invention relates to the field of computer graphic presentation of weather information, and more particularly, to a method, server, computer device, and readable medium for displaying weather data.
Background
The weather change has a close relationship with the production activities, social activities and daily life of people, and in the field of weather prediction, the common scene of weather forecast predicts the future weather change trend through weather images and weather data, so that negative loss caused by weather disasters caused by adverse weather is avoided or reduced.
With the development of computer technology, weather forecasters are used to study and judge weather variation trend through weather models presented in a computer graphic form, and often, weather forecasters observe weather images and weather data in the weather models provided by a weather information presentation system and finally make a weather prediction result with scientific basis by combining professional knowledge of the weather forecasters.
When the weather information presentation system is used, for a specific weather forecasting task, weather forecasters not only need to be located in a map to a geographic area targeted by the weather forecasting task in advance, but also need to screen out a part of weather data indexes related to the current forecasting task from a large amount of collected weather data, and based on the completion of the manual preparation steps, the weather forecasters are expected to further complete the weather forecasting work. The conventional weather information presentation system does not support the manual preparation step of clustering or reproducing by taking certain information as an index, so that weather forecast personnel are required to manually and repeatedly execute the manual preparation step each time the weather forecast personnel start a weather forecast task by using the weather information presentation system, the user experience of the weather information presentation system is low, and the time for completing the weather forecast task is increased. This drawback becomes more apparent particularly when there are an increased number of operating users for the weather forecaster in the weather information presentation system.
Disclosure of Invention
In order to overcome the above-mentioned drawbacks of the prior art, the present invention provides a method of displaying weather data, the method comprising:
receiving a login request/query request carrying a user identifier;
obtaining use habit data matched with the user identification according to the user identification;
determining interest area parameters and at least one interest meteorological element index corresponding to the user identification according to the use habit data;
and outputting an electronic map associated with the interest area parameter mapping through a graphical user interface, wherein the electronic map comprises the at least one interest meteorological element index.
According to an aspect of the invention, the region of interest parameters in the method include: latitude and longitude data, display proportion data, isobaric surface data or a combination thereof.
According to another aspect of the invention, the weather element of interest indicators in the method are: temperature data, barometric pressure data, specific humidity data, relative humidity data, potential altitude data, or wind speed data.
According to another aspect of the invention, the quantitative value corresponding to the weather element index of interest in the method is a real-time value.
According to another aspect of the invention, the method further comprises: and updating the use habit data according to the operation of the user on the electronic map. According to another aspect of the invention, in the method
According to another aspect of the invention, the operations in the method comprise: adding, editing and/or deleting operation aiming at the interest area parameter and the at least one interest meteorological element index.
According to another aspect of the invention, the method further comprises: searching a plurality of historical meteorological images similar to the meteorological features presented by the electronic map; outputting the plurality of historical weather images via the graphical user interface, or creating a page control in the graphical user interface for invoking the plurality of historical weather images.
According to another aspect of the invention, the step of searching for a plurality of historical meteorological images similar to the meteorological features presented by the electronic map in the method comprises: extracting feature vectors of the meteorological features by using a neural network; and searching the plurality of historical meteorological images in a historical meteorological database according to the feature vector.
According to another aspect of the invention, the method further comprises: determining a local area according to the selection operation of the user on the electronic map; identifying the type of local meteorological features present in the local area using a preset computer algorithm; outputting, via the graphical user interface, associated data of the local weather feature according to the type of the local weather feature.
According to another aspect of the invention, the method wherein the associating data comprises: and the explanatory text and the exemplary image correspond to the local meteorological features.
According to another aspect of the invention, the method further comprises: receiving retrieval data; searching a plurality of target meteorological images matched with the search data; outputting the plurality of target weather images via the graphical user interface, or creating a page control in the graphical user interface for invoking the plurality of target weather images.
According to another aspect of the invention, the method wherein retrieving the data comprises: a text combination composed of at least one weather phenomenon term keyword; or feature data extracted from an image carrying at least one meteorological feature information using a neural network; or feature data extracted from an image recording natural weather phenomenon information using a neural network.
According to another aspect of the invention, the method further comprises: setting at least one meteorological element index in the electronic map according to the user-defined operation of a user aiming at the electronic map, and generating a user-defined electronic map; searching a plurality of historical meteorological images similar to the meteorological features presented by the user-defined electronic design map; outputting the plurality of historical weather images via the graphical user interface, or creating a page control in the graphical user interface for invoking the plurality of historical weather images.
The present invention also provides a server for displaying weather data, the server comprising:
the receiving module is used for receiving a login request/query request carrying a user identifier;
the searching module is used for obtaining the use habit data matched with the user identifier according to the user identifier and determining an interest area parameter and at least one interest meteorological element index corresponding to the user identifier according to the use habit data;
and the output module is used for triggering an external device which is communicated with the server to output an electronic map which is associated with the interest area parameter mapping through a graphical user interface, and the electronic map comprises the at least one interest meteorological element index.
Furthermore, the present invention provides one or more computer-readable media storing computer-executable instructions that, when used by one or more computer devices, cause the one or more computer devices to perform a method of displaying weather data as described above.
Accordingly, the present invention also provides a computer device comprising a memory and a processor, wherein: the memory stores a computer program which, when executed by the processor, implements a method of displaying weather data as described above.
According to the method for displaying weather data, the habit data is used for determining the interested area parameters corresponding to the user identification and at least one interested weather element index, and the electronic map which is associated with the interested area parameter mapping and contains the at least one interested weather element index is further output through a graphical user interface, so that the weather forecaster can automatically output the electronic map matched with the use habit of the user after sending a login request or an inquiry request, the time consumed by the weather forecaster for completing a weather forecasting task is greatly reduced, the user experience is correspondingly enhanced, and the weather forecasting efficiency is improved.
Drawings
Other features, objects and advantages of the invention will become more apparent upon reading of the following detailed description of non-limiting embodiments thereof, with reference to the accompanying drawings in which:
FIG. 1 is a schematic flow chart diagram illustrating one embodiment of a method for displaying weather data in accordance with the present invention;
FIG. 2 is a schematic flow chart diagram of a preferred embodiment of a method of displaying weather data in accordance with the present invention;
FIG. 3 is a schematic flow chart diagram illustrating an alternative embodiment of a method of displaying weather data in accordance with the present invention;
FIG. 4 is a schematic flow chart diagram illustrating another alternative embodiment of a method of displaying weather data in accordance with the present invention;
FIG. 5 is a schematic flow chart diagram illustrating another alternative embodiment of a method of displaying weather data in accordance with the present invention;
FIG. 6 is a schematic flow chart diagram illustrating another alternative embodiment of a method of displaying weather data in accordance with the present invention;
fig. 7 is a schematic structural diagram of an alternative embodiment of a server for displaying weather data according to the present invention.
The same or similar reference numbers in the drawings identify the same or similar elements.
Detailed Description
For a better understanding and explanation of the present invention, reference will now be made in detail to the present invention as illustrated in the accompanying drawings. The present invention is not limited to these specific embodiments only. Rather, modifications and equivalents of the invention are intended to be included within the scope of the claims.
It should be noted that numerous specific details are set forth in the following detailed description. It will be understood by those skilled in the art that the present invention may be practiced without these specific details. In the following detailed description of various embodiments, structures and components well known in the art are not described in detail in order to not unnecessarily obscure the present invention.
Referring to fig. 1, fig. 1 is a schematic flow chart of an embodiment of a method for displaying weather data according to the present invention, the method including:
step S100, receiving a login request/query request carrying a user identifier;
step S200, obtaining the use habit data matched with the user identification according to the user identification;
step S300, determining interest area parameters and at least one interest meteorological element index corresponding to the user identification according to the use habit data;
step S400, outputting an electronic map associated with the interest area parameter mapping through a graphical user interface, wherein the electronic map comprises the at least one interest meteorological element index.
In particular, the embodiment of the method of displaying weather data illustrated in FIG. 1 is typically used in a weather information presentation system designed to address the problem of weather forecasters providing the necessary visual weather data when reaching weather forecast targets. Typically, in view of fully utilizing the data communication capability of the internet and the data processing capability of the cloud on the basis of reducing the local computing load and the storage load, the weather information presentation system is preferably designed in a B/S mode or a C/S mode, and the steps related to data management and searching in the present embodiment may be implemented at the server side, for example, steps S100 to S300; while the steps involved in the visualization of data presentation in this embodiment may be implemented at the client, such as step S400. In this embodiment, the client is, for example, a browser running in a suitable operating system or a mobile-side application.
In step S100, the login request and the query request are typically triggered by a related operation behavior for a user account currently corresponding to the client, for example, the login request is typically generated along with a login behavior of a weather forecaster for an existing user account, the query request is typically generated along with a query behavior associated with the user account in a login state, and the user account is typically created after a registration application is submitted to the user management system in advance. The user identifier is a unique identity identifier assigned to the user account by the user management, and is used for identifying the identity of the user account, and typically, the user identifier is a user ID. And the server receives the login request/the query request, so that the server correspondingly obtains the user identification at the same time.
Since the user identifier has uniqueness, the user identifier may be used as an index factor of other data in nature, and in step S200, the server may obtain the usage habit data matched with the user identifier according to the user identifier, and the usage habit data may be stored in a usage habit database, which may be integrated in the server or integrated with another server providing functions related to the user management system. The usage habit data may be generated according to a collection result of a historical operation related to the user account, or may be generated according to a configuration file associated with the user account. In any event, the usage habit data is constructed for the purpose of recording historical operations of the user account.
The purpose of obtaining the usage habit data in step S200 is to further determine an area-of-interest parameter and at least one weather-element-of-interest indicator corresponding to the user identifier according to the usage habit data in step S300, and typically, the usage habit data at least includes mapping information for mapping the area-of-interest parameter and the at least one weather-element-of-interest indicator, such as a description tag or a numerical parameter generated according to the area-of-interest parameter and the weather-element-of-interest indicator.
After the area-of-interest parameter and the at least one weather-element-of-interest indicator are determined in step S300, an electronic map associated with the area-of-interest parameter map is output via a graphical user interface in step S400, and the at least one weather-element-of-interest is included in the electronic map. The area-of-interest parameter is used for dividing a focal area concerned by a weather forecaster in a map, and typically includes, but is not limited to, longitude and latitude data, display scale data, and isosurface data, or a combination thereof, where the longitude and latitude data is, for example, a longitude and latitude value set used for defining a boundary of the focal area, the display scale data is, for example, a zoom rate value used for describing a zoom scale level of the focal area, and the isosurface data is, for example, an isosurface value used for representing a height of a potential meter, such as 1000 kpa, 500 kpa, and the like. The interesting meteorological element indexes comprise, but are not limited to, temperature data, air pressure data, specific humidity data, relative humidity data, potential altitude data or wind speed data, and the interesting meteorological element indexes are used for providing objective reference basis for meteorological forecasters to complete meteorological forecasting tasks. In a typical application scenario, for example, it is determined that the user account is used to observe the temperature and air pressure of the beijing area on the 500 kpa isobaric surface at a zoom ratio of 50% in the past weather forecast task according to the usage habit data, and accordingly, in the graphical user interface of step S400, the electronic map should be kept in the display mode of the zoom ratio of 50%, and the temperature and air pressure distribution of the beijing area on the 500 kpa isobaric surface is presented.
Since the login request or the query request is triggered by a weather forecast staff in real time, it is generally more desirable that at least one of the weather element indicators of interest presented in the electronic map is also real-time data, and therefore, it is preferable that the quantitative value corresponding to the weather element indicator of interest is a real-time value, and the acquisition time of the real-time value is substantially synchronized with the triggering time of the login request or the query request.
By implementing the specific implementation manner shown in fig. 1 and including steps S100 to S400, it can be seen that after the login request or the query request is triggered once, the user account corresponding to the weather forecast person can obtain an expected interface, which is an electronic map matched with the historical usage habits of the weather forecast person, so that the weather forecast person does not need to obtain the expected interface in a manual adjustment manner, the user experience is enhanced, and the efficiency of the weather forecast work is improved.
Since the usage habits of weather forecasters may change, it is necessary to consider updating the usage habit data accordingly. Referring to fig. 2, fig. 2 is a flowchart illustrating a preferred embodiment of a method for displaying weather data according to the present invention, which is different from the embodiment illustrated in fig. 1 in that after step S400 is performed, the preferred embodiment further includes: and step S500, updating the use habit data according to the operation of the user on the electronic map. Specifically, after the usage habit data is updated, the usage habit of the weather forecast personnel described by the usage habit data is updated accordingly, and if the usage habit data is stored in the usage habit database, the execution result of step S500 needs to update the copy of the usage habit data stored in the usage habit database accordingly. The basis for updating the usage habit data is the operation of the user (i.e. weather forecaster) on the electronic map, which can be regarded as sufficient to objectively describe the usage habit of the weather forecaster, typically, the operation includes, but is not limited to, an adding, editing and/or deleting operation on the parameter of the area of interest and the at least one weather element index of interest, such as an operation of changing an isobaric value, changing a longitude and latitude range, adding a new weather element index, and the like.
By implementing the preferred embodiment comprising the steps S100 to S500 shown in fig. 2, it is possible to update the usage habit data following the change of the usage habit of the weather forecast personnel, thereby ensuring the closeness of the electronic map output by the graphical interface to the adaptation of the usage habit of the user.
Because the evolution of the meteorological phenomena has similarity in time, especially in the weather forecast of the disastrous weather, the reference to similar historical weather data has important significance for the manual forecast, so weather forecast personnel usually expect to be capable of quickly screening out the historical weather data similar to the meteorological characteristics presented by the electronic map while browsing the electronic map. In view of this, on the basis of the embodiment shown in fig. 1, the alternative embodiments shown in fig. 3 to 6 further include additional steps for helping weather forecasters to quickly screen out historical weather data or reference weather data with reference value, and the embodiments shown in fig. 3 to 6 are described below.
Referring to fig. 3, fig. 3 is a flowchart illustrating an alternative embodiment of a method for displaying weather data according to the present invention, which is different from the embodiment illustrated in fig. 1 in that the alternative embodiment further includes the following steps after step S400 is executed:
step S601, searching a plurality of historical meteorological images similar to the meteorological features presented by the electronic map;
step S602, outputting the plurality of historical weather images via the graphical user interface, or creating a page control for invoking the plurality of historical weather images in the graphical user interface.
Specifically, in the conventional weather forecast, the step S601 is often implemented only by relying on the participation of a large amount of manual comparison work, and in the case of a large amount of historical data, the execution efficiency of the step S601 is difficult to be ensured. In a preferred embodiment, step S601 can be implemented by using artificial intelligence technology based on deep learning, and typically, step S601 further includes the following steps: firstly, extracting the feature vector of the meteorological features by using a neural network, and then searching the plurality of historical meteorological images in a historical meteorological database according to the feature vector. As will be understood by those skilled in the art, to ensure the success rate and efficiency of the execution of step S601, the neural network should be trained in advance with enough training samples to ensure that the neural network can successfully extract the feature vectors. Further, the feature vector can be used to realize the search basis for searching the plurality of historical meteorological images in the historical meteorological database.
In step S602, in one aspect, it is considered that the plurality of historical weather images are output via the graphical user interface, and preferably, the specific data content included in the plurality of historical weather images can be determined according to the usage habit data, so that the historical weather images can be directly matched with the focus of interest of weather forecast personnel. On the other hand, limited by the physical size of the device providing the graphical user interface, it may be considered to create a page control in the graphical user interface for invoking the plurality of historical weather images, and the weather forecaster may front-end display any one of the plurality of historical weather images in the graphical user interface by a clicking operation on the page control. Preferably, the page control is designed as a page list containing hyperlinks to the plurality of historical weather images.
By implementing the alternative embodiment including steps S100 to S602 as shown in fig. 3, it is obvious that the purpose of helping weather forecasters to quickly screen out historical weather data with reference value can be achieved.
Further, based on the electronic map, in some specific application scenarios of weather forecasting, weather forecasting personnel may generate a need for weather analysis of more subdivided local areas, please refer to fig. 4, fig. 4 is a flow chart of another alternative embodiment of the method for displaying weather data according to the present invention, which is different from the embodiment shown in fig. 1 in that the alternative embodiment further includes the following steps after step S400 is executed:
step S701, determining a local area according to the selection operation of the user on the electronic map;
step S702, identifying the type of the local meteorological features presented in the local area by using a preset computer algorithm;
step S703, outputting the associated data of the local weather features through the graphical user interface according to the type of the local weather features.
Specifically, if the electronic map output in step S400 is regarded as the whole area of the weather analysis, step S701 is performed to select a local area that needs further analysis from the electronic map, typically, the selection operation is a circling operation for dividing a bounding box from the electronic map.
In step S702, the preset computer algorithm may be an identification algorithm constructed for the local meteorological features, or the preset computer algorithm may be a part of a neural network model constructed for the identification of the local meteorological features, which is not limited in the present invention.
In step S703, outputting the associated data of the local weather features via the gui is generally used to assist weather forecasters in understanding the local weather features, typically, the associated data includes, but is not limited to, explanatory text and exemplary images corresponding to the local weather features. For example, the type of the local weather feature is identified as "low pressure tank", and accordingly, explanatory text of the term "low pressure tank" is output via the graphical user interface, and an exemplary image showing the weather feature of "low pressure tank" is output. The source of the associated data can be a pre-established professional database or a calling interface of a third-party search engine.
By implementing the alternative embodiment comprising the steps S100 to S703 as shown in fig. 4, reference data can be conveniently provided for the weather forecast personnel and the local weather characteristics, so as to help the weather forecast personnel quickly determine the type of the local weather characteristics.
In more application scenarios, the weather forecaster has a need for customized retrieval conditions, and referring to fig. 5, fig. 5 is a flowchart illustrating another alternative embodiment of the method for displaying weather data according to the present invention, which is different from the embodiment illustrated in fig. 4 in that the alternative embodiment further includes the following steps after step S703 is executed:
step S704, receiving retrieval data;
step S705, finding out a plurality of target meteorological images matched with the retrieval data;
step S706, outputting the multiple target weather images through the graphical user interface, or creating a page control for invoking the multiple target weather images in the graphical user interface.
Specifically, the retrieval data includes, but is not limited to: the weather phenomenon information comprises a text combination formed by at least one weather phenomenon term keyword, or feature data extracted from an image carrying at least one type of weather feature information by using a neural network, or feature data extracted from an image recording natural weather phenomenon information by using the neural network. Typically, the text combination is a compound term composed of weather terms such as high temperature, sustained high temperature, strong wind, strong fog, strong snow, heavy rain, low temperature, sustained low temperature, and the like; the image carrying at least one meteorological characteristic information is an image containing meteorological characteristic information such as temperature, air pressure and the like; the image for recording the natural weather phenomenon information is, for example, an image obtained by shooting a scene of natural weather phenomenon such as strong wind, heavy rain, heavy fog, or the like.
The target meteorological image can be a meteorological image constructed based on real-time collected meteorological data, and can also be a historical meteorological image selected from a historical meteorological database. The implementation of step S802 and step S803 can refer to the description of step S601 and step S602 in the foregoing, and will not be described again here.
By implementing the alternative embodiment including steps S100 to S706 as shown in fig. 5, it is obvious that the requirement of the weather forecast staff for custom search conditions can be met more flexibly.
Although fig. 5 shows an alternative embodiment in which steps S704 to S706 are arranged to be performed after step S703, in other embodiments steps S701 to S703 may be removed, such that steps S704 to S706 are arranged to be performed after step S400. Although a schematic diagram of an alternative embodiment constructed in accordance with this implementation is not shown in the drawings, this alternative embodiment is still included within the scope of the claimed invention.
In addition, in some application scenarios, the weather forecaster also has a need to customize the weather element index in the electronic map to meet the research of experimental nature, please refer to fig. 6, fig. 6 is a flowchart of another alternative embodiment of the method for displaying weather data according to the present invention, which is different from the embodiment shown in fig. 1 in that the alternative embodiment further includes the following steps after step S400 is executed:
step S801, setting at least one meteorological element index in the electronic map according to user-defined operation of a user aiming at the electronic map, and generating a user-defined electronic map;
step S802, searching a plurality of historical meteorological images similar to the meteorological features presented by the custom-designed electronic map;
step S803, outputting the plurality of historical weather images via the graphical user interface, or creating a page control for invoking the plurality of historical weather images in the graphical user interface.
Specifically, at step S801, at least one weather element index, such as an isotherm, an isobar, etc., set by the weather forecaster is set in the electronic map according to the custom operation, so that the weather features presented by the correspondingly generated custom-designed electronic map are substantially constructed by the weather forecaster, and the steps S801 to S803 are executed to find out a plurality of historical weather images similar to the weather features presented by the custom-designed electronic map, so as to meet the requirements of research and comparison of experimental properties of the weather forecaster. The implementation of step S802 and step S803 can refer to the description of step S601 and step S602 in the foregoing, and will not be described again here.
It is noted that while the operations of the method of the present invention are depicted in the drawings in a particular order, this is not intended to require or imply that these operations must be performed in this particular order, or that all of the illustrated operations must be performed, to achieve desirable results. Rather, the steps depicted in the flowcharts may change the order of execution. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step execution, and/or one step broken down into multiple step executions.
Accordingly, one or more computer-readable media storing computer-executable instructions that, when used by one or more computer devices, cause the one or more computer devices to perform various embodiments of a method of displaying weather data as described above, such as the method of displaying weather data illustrated in fig. 1-6, are also disclosed. The computer readable media may be any available media that can be accessed by the computer device and includes both volatile and nonvolatile media, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer-readable media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, Digital Versatile Disks (DVD) or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by a computing device. Combinations of any of the above should also be included within the scope of computer readable media.
Accordingly, the present invention also discloses a computer device comprising a memory and a processor, wherein: the memory stores a computer program, and the processor, when executing the computer program, implements various embodiments of the method for displaying weather data as described above, for example, the method for displaying weather data shown in fig. 1 to 6.
In addition, the present invention further provides a server for displaying weather data, please refer to fig. 7, fig. 7 is a schematic structural diagram of an alternative embodiment of the server for displaying weather data according to the present invention, in which the server 100 includes:
a receiving module 110, configured to receive a login request/query request carrying a user identifier;
the searching module 120 is configured to obtain usage habit data matched with the user identifier according to the user identifier, and determine an interest area parameter and at least one interest meteorological element index corresponding to the user identifier according to the usage habit data;
an output module 130, configured to trigger an external device in communication with the server 100 to output, via a graphical user interface, an electronic map associated with the parameter mapping of the area of interest, where the electronic map includes the at least one weather element indicator of interest.
The terms and terms appearing in this section have the same meanings as those of the terms and terms in the foregoing description, such as "usage habit data", "area of interest parameter", and "weather element index of interest", and the terms and their related working principles can be referred to the description and explanation of the relevant sections in the foregoing description, and are not repeated herein for brevity.
Specifically, the login request and the query request are usually triggered by a related operation behavior for a user account currently corresponding to a client, such as a browser or an application running on the personal computer 201 or the smart mobile terminal 202 shown in fig. 7. Accordingly, the external device is typically a transmission source of the login request and the inquiry request, such as the personal computer 201 or the smart mobile terminal 202. The usage habit data may be stored in a usage habit database, such as the database 300 shown in fig. 7, and may be read and called by the server 100. Alternatively, the database 300 may be integrated with the server 100.
In some embodiments, the server 100 may be implemented as a plurality of server devices distributed to operate on the internet, the plurality of server devices cooperating to implement the functions of the various modules in the server 100.
The portions of the method of displaying weather data provided by the present invention that involve software logic may be implemented using programmable logic devices or as a computer program product that causes a computer to perform the methods for demonstration. The computer program product includes a computer-readable storage medium having computer program logic or code portions embodied therein for performing the various steps described above with respect to the portions of software logic. The computer-readable storage medium may be a built-in medium installed in the computer or a removable medium detachable from the computer main body (e.g., a hot-pluggable storage device). The built-in medium includes, but is not limited to, rewritable nonvolatile memories such as RAM, ROM, and hard disk. The removable media include, but are not limited to: optical storage media (e.g., CD-ROMs and DVDs), magneto-optical storage media (e.g., MOs), magnetic storage media (e.g., magnetic tapes or removable hard disks), media with a built-in rewritable non-volatile memory (e.g., memory cards), and media with a built-in ROM (e.g., ROM cartridges).
Those skilled in the art will appreciate that any computer system having suitable programming means will be capable of executing the steps of the method of the invention as embodied in a computer program product. Although most of the specific embodiments described in this specification focus on software routines, alternative embodiments for implementing the methods provided by the present invention in hardware are also within the scope of the invention as claimed.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are, therefore, to be considered as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned. Furthermore, it will be obvious that the term "comprising" does not exclude other elements, units or steps, and the singular does not exclude the plural. A plurality of components, units or means recited in the claims may also be implemented by one component, unit or means in software or hardware.
According to the method for displaying weather data, the habit data is used for determining the interested area parameters corresponding to the user identification and at least one interested weather element index, and the electronic map which is associated with the interested area parameter mapping and contains the at least one interested weather element index is further output through a graphical user interface, so that the weather forecaster can automatically output the electronic map matched with the use habit of the user after sending a login request or an inquiry request, the time consumed by the weather forecaster for completing a weather forecasting task is greatly reduced, the user experience is correspondingly enhanced, and the weather forecasting efficiency is improved.
While the invention has been described with reference to a number of embodiments and implementations, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the invention.
Claims (16)
1. A method of displaying weather data, the method comprising:
receiving a login request/query request carrying a user identifier;
obtaining use habit data matched with the user identification according to the user identification;
determining interest area parameters and at least one interest meteorological element index corresponding to the user identification according to the use habit data;
and outputting an electronic map associated with the interest area parameter mapping through a graphical user interface, wherein the electronic map comprises the at least one interest meteorological element index.
2. The method of displaying weather data of claim 1, wherein the region of interest parameter comprises:
latitude and longitude data, display proportion data, isobaric surface data or a combination thereof.
3. The method of displaying weather data as claimed in claim 1, wherein the weather-element of interest indicator is:
temperature data, barometric pressure data, specific humidity data, relative humidity data, potential altitude data, or wind speed data.
4. The method of displaying weather data of claim 1, wherein:
and the quantitative value corresponding to the interested meteorological element index is a real-time value.
5. The method of displaying weather data as in claim 1, further comprising:
and updating the use habit data according to the operation of the user on the electronic map.
6. The method of displaying weather data of claim 5, wherein the operation comprises:
adding, editing and/or deleting operation aiming at the interest area parameter and the at least one interest meteorological element index.
7. The method of displaying weather data as in claim 1, further comprising:
searching a plurality of historical meteorological images similar to the meteorological features presented by the electronic map;
outputting the plurality of historical weather images via the graphical user interface, or creating a page control in the graphical user interface for invoking the plurality of historical weather images.
8. The method of displaying weather data as claimed in claim 7, wherein the step of finding a plurality of historical weather images that are similar to the weather features presented by the electronic map comprises:
extracting feature vectors of the meteorological features by using a neural network;
and searching the plurality of historical meteorological images in a historical meteorological database according to the feature vector.
9. The method of displaying weather data as in claim 1, further comprising:
determining a local area according to the selection operation of the user on the electronic map;
identifying the type of local meteorological features present in the local area using a preset computer algorithm;
outputting, via the graphical user interface, associated data of the local weather feature according to the type of the local weather feature.
10. The method of displaying weather data as in claim 9, wherein the associated data comprises:
and the explanatory text and the exemplary image correspond to the local meteorological features.
11. The method of displaying weather data as in claim 1 or 9, the method further comprising:
receiving retrieval data;
searching a plurality of target meteorological images matched with the search data;
outputting the plurality of target weather images via the graphical user interface, or creating a page control in the graphical user interface for invoking the plurality of target weather images.
12. The method of displaying weather data as in claim 11, wherein the retrieving data comprises:
a text combination composed of at least one weather phenomenon term keyword; or
Feature data extracted from an image carrying at least one meteorological feature using a neural network; or
Feature data extracted from an image recording natural weather phenomenon information using a neural network.
13. The method of displaying weather data as in claim 1, further comprising:
setting at least one meteorological element index in the electronic map according to the user-defined operation of a user aiming at the electronic map, and generating a user-defined electronic map;
searching a plurality of historical meteorological images similar to the meteorological features presented by the user-defined electronic design map;
outputting the plurality of historical weather images via the graphical user interface, or creating a page control in the graphical user interface for invoking the plurality of historical weather images.
14. A server for displaying weather data, the server comprising:
the receiving module is used for receiving a login request/query request carrying a user identifier;
the searching module is used for obtaining the use habit data matched with the user identifier according to the user identifier and determining an interest area parameter and at least one interest meteorological element index corresponding to the user identifier according to the use habit data;
and the output module is used for triggering an external device which is communicated with the server to output an electronic map which is associated with the interest area parameter mapping through a graphical user interface, and the electronic map comprises the at least one interest meteorological element index.
15. One or more computer-readable media storing computer-executable instructions that, when used by one or more computer devices, cause the one or more computer devices to perform the method of displaying weather data of any of claims 1-13.
16. A computer device, the computer device comprising a memory and a processor, wherein:
the memory stores a computer program which, when executed by the processor, implements a method of displaying weather data as claimed in any one of claims 1 to 13.
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