CN106453523A - Intelligent weather identification system and method - Google Patents
Intelligent weather identification system and method Download PDFInfo
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- CN106453523A CN106453523A CN201610850960.6A CN201610850960A CN106453523A CN 106453523 A CN106453523 A CN 106453523A CN 201610850960 A CN201610850960 A CN 201610850960A CN 106453523 A CN106453523 A CN 106453523A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01W—METEOROLOGY
- G01W1/00—Meteorology
- G01W1/02—Instruments for indicating weather conditions by measuring two or more variables, e.g. humidity, pressure, temperature, cloud cover or wind speed
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/52—Network services specially adapted for the location of the user terminal
Abstract
The invention discloses an intelligent weather identification system and method. The intelligent weather identification system comprises a weather collection module, an image identification module, a central processing module, a GPS positioning module, a database comparison module and a feedback module, the weather collection module is connected with the central processing module, the central processing module is connected with the image identification module, the database comparison module, the GPS positioning module and the feedback module, and the database comparison module is connected with the image identification module. The intelligent weather identification system can quickly identify weather phenomena corresponding to weather images to acquire more weather information, and the intelligent method of identifying the weather by images is creatively achieved.
Description
Technical field
The present invention relates to a kind of technical field of intelligence, specifically a kind of intelligent weather identifying system and method.
Background technology
In weather forecast, the data message of various Weather Elements is showed user by weather forecast mechanism, informs user
Weather Elements variation tendency, helps user to understand weather.In order to improve efficiency and the accuracy of Weather Elements data, ground is automatic
Weather station is main Weather Elements data acquisition equipment, gathers various Weather Elements data, makes for weather forecast analysis
With.Automatic weather station is by various data sampling sensors collecting temperature, humidity, precipitation, wind direction, wind in an automated manner
The Weather Elements data such as speed.With, the deep popularization of mobile Internet application, user is to image. and the demand of application is also increasingly
Greatly, image comprises more rich Weather information, and synoptic weather observation also rests on the stage of the single numerical data of collection it is impossible to adopt
Collect the visualizations data message of various weather phenomena.How to gather the view data of weather phenomenon and how to be based on weather
The view data Intelligent Recognition weather phenomenon of phenomenon is the important technology research direction in synoptic weather observation field.
Number of patent application is that 201510367828.5 patent documentation discloses a kind of intelligent weather image collection and weather
The method and system of image recognition, weather image automatic acquisition equipment and weather image operation system, described weather image is automatic
Collecting device, obtains weather image data, described weather image operation system automatically, stores and manages by described weather image certainly
The weather image of dynamic collecting device, realizes weather image Sample Storehouse, weather image automatic clustering system, weather fuzzy recognition system
Function system；Described weather image automatic acquisition equipment realizes weather image acquisition function, automatic data collection weather image, storage sky
Gas image, transmission weather image, and can with automatic meteorological observing station carry out integrated, by simply integrated, you can with complete
Automatic meteorological observing station is become to carry out the function upgrading of weather image collection；Described weather image operation system, including network service
Device, weather image categorizing system, weather image characteristic analysis system, weather image Sample Storehouse, management system, in described weather map
As in operation system, the described webserver is responsible for and automatic weather station, weather collecting device carry out network service, transmit weather
Image and weather data；Described weather image categorizing system is based on weather data analysis and weather image Signature Analysis Techique, from
Move and weather image is sorted out；Described weather image characteristic analysis system is based on image characteristic analysis technology, intelligent Matching sky
Gas image and weather phenomenon picture library, the weather phenomenon of identification weather image, and automatically update weather phenomenon picture library；Described weather map
The image library of the various weather phenomenon of decent library storage；Described management system, provides the management function of weather image operation system,
Realize weather phenomenon Graphic thinking, operation system updating maintenance, data management；Concrete methods of realizing is as follows：See in automatic meteorological
Weather image automatic acquiring method is realized on survey station equipment, gathers corresponding weather image sample automatically according to various weather phenomena
Data, and automatically set up the image pattern storehouse of weather phenomenon；Realize the intelligent identification Method of weather image, based on weather phenomenon
Image pattern storehouse, realizes weather image fuzzy recognition method, the quick identification corresponding weather phenomenon of weather image；In this invention
In system structure, weather image acquisition function realized by weather image collecting device, can be with automatic data collection weather image, storage weather
Image, transmission weather image etc., and can with automatic meteorological observing station carry out integrated, by simply integrated, both can be complete
Automatic meteorological observing station is become to carry out the function upgrading of weather image collection；Weather image operation system, including the webserver, sky
Gas image classification system, weather image characteristic analysis system, weather image Sample Storehouse, management system etc..In weather image business
In system, the webserver is responsible for and automatic weather station, weather collecting device carry out network service, transmission weather image and weather
Data；Weather image categorizing system is based on weather data analysis and weather image Signature Analysis Techique, automatically enters weather image
Row is sorted out；Weather image characteristic analysis system is based on image characteristic analysis technology, intelligent Matching weather image and weather phenomenon figure
Storehouse, the weather phenomenon of identification weather image, and automatically update weather phenomenon picture library；The various weather phenomenon of weather image library storage
Image library；Management system, provides the management function of weather image operation system, as weather phenomenon Graphic thinking, operation system more
New maintenance, data management etc..But this invention has the following disadvantages：Lack data base's comparing module it is impossible to more accurately be known
Not.
Number of patent application is that 201510334416.1 patent documentation discloses a kind of intelligent weather image collection and weather
The method and system of image recognition, including：At least one operation website, at least one data being arranged in described operation website
Collection transmission instrument and the reception described data acquisition transmission instrument data sending the monitoring client being processed；Described data acquisition
Transmission instrument includes：Sound meter, it is configured to gather acoustic signals and this acoustic signals is converted to corresponding sound level, and will
This sound level information is supplied to control unit, so that power tool recognition unit and wireless transmission unit are processed accordingly；Make
Industry instrument recognition unit, it is configured to judge the power tool of operation website according to the sound level information that described control unit is transmitted
Type, and its judged result is sent to described control unit；Wireless transmission unit, its respectively with described control unit and institute
State monitoring client communication connection, to enter row data communication between described data acquisition transmission instrument and described monitoring client；Control unit,
It receives the sound level information from described sound meter, and this sound level information output is given described power tool recognition unit, to enter
The judgement of row power tool type；The power tool class that it is also received by described control unit from described power tool recognition unit
The judged result of type and the sound level information from described sound meter are sent to described monitoring client by wireless transmission unit, so that prison
Control end is monitored to data acquisition transmission instrument；Described data acquisition transmission instrument also includes：Running fire recognition unit, its reception is derived from
The sound level information of described control unit, judges bullet number according to described sound level information, and the bullet number information judged is defeated
Go out to described control unit, described control unit sends described monitoring client to by wireless transmission unit again；Peak value recognition unit,
It receives the sound level information from described control unit, judges the peak value of sound level according to described sound level information, and is judged
The peak value of sound level export to described control unit, described control unit sends described monitoring to by wireless transmission unit again
End；Positioning unit, it exports the positional information of described data transfer instrument and mobile route to described control unit.But this
Bright have the following disadvantages：Lack related d GPS locating module.
Content of the invention
It is an object of the invention to provide a kind of intelligent weather identifying system and method, to solve present in background technology
Problem.
For achieving the above object, the present invention provides following technical scheme：
A kind of intelligent weather identifying system, including：Weather acquisition module, picture recognition module, central processing module, GPS location
Module, data base's comparing module and feedback module, described weather acquisition module is connected with central processing module, and described central authorities are processed
Module is connected with picture recognition module, data base's comparing module, d GPS locating module and feedback module, and described data base compares mould
Block is connected with picture recognition module.
As the further scheme of the present invention：Described weather acquisition module is sensor-based information acquisition module, its
Middle sensor includes temperature detection sensor, moisture detection sensor, dust detection sensor and brightness detection sensor.
As the further scheme of the present invention：Described image identification module is the identification module being carried out based on recognizer.
As the further scheme of the present invention：Described d GPS locating module is to be developed based on aeronautical satellite and weather satellite
Locating module.
As the further scheme of the present invention：Described data base's comparing module is the number based on big data and cloud computing exploitation
According to storehouse.
A kind of intelligent weather recognition methodss, comprise the following steps：
（1）Weather information is gathered and sends to central processing module by weather acquisition module by automatic meteorological observation station, central authorities
Processing module reconciling database comparing module and picture recognition module carry out the statistical analysiss of Weather information；
（2）Weather information after identification is sorted out according to d GPS locating module and feedback module.
Compared with prior art, the invention has the beneficial effects as follows：
The present invention includes：Weather acquisition module, picture recognition module, central processing module, d GPS locating module, data base compare
Module and feedback module, described weather acquisition module is connected with central processing module, described central processing module and image recognition
Module, data base's comparing module, d GPS locating module and feedback module connection, described data base's comparing module and image recognition mould
Block connects.Originally can quickly identify the corresponding weather phenomenon of weather image, obtain more Weather informations, innovation realization is with image
Sentence the intelligent method knowing weather.
Brief description
Fig. 1 is the operation principle of the present invention.
Specific embodiment
With reference to specific embodiment, the technical scheme of this patent is described in more detail.
As seen from Figure 1, a kind of intelligent weather identifying system, including：Weather acquisition module, picture recognition module, centre
Reason module, d GPS locating module, data base's comparing module and feedback module, described weather acquisition module is with central processing module even
Connect, described central processing module is connected with picture recognition module, data base's comparing module, d GPS locating module and feedback module, institute
State data base's comparing module to be connected with picture recognition module.
Described weather acquisition module is sensor-based information acquisition module, and wherein sensor includes temperature detection sensing
Device, moisture detection sensor, dust detection sensor and brightness detection sensor.
Described image identification module is the identification module being carried out based on recognizer.
Described d GPS locating module is the locating module based on aeronautical satellite and weather satellite exploitation.
Described data base's comparing module is the data base based on big data and cloud computing exploitation.
A kind of intelligent weather recognition methodss, comprise the following steps：
（1）Weather information is gathered and sends to central processing module by weather acquisition module by automatic meteorological observation station, central authorities
Processing module reconciling database comparing module and picture recognition module carry out the statistical analysiss of Weather information；
（2）Weather information after identification is sorted out according to d GPS locating module and feedback module.
It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie
In the case of the spirit or essential attributes of the present invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power
Profit requires rather than described above limits, it is intended that all in the implication and scope of the equivalency of claim by falling
Change is included in the present invention.
Moreover, it will be appreciated that although this specification is been described by according to embodiment, not each embodiment only wraps
Containing an independent technical scheme, only for clarity, those skilled in the art should for this narrating mode of description
Using description as an entirety, the technical scheme in each embodiment can also form those skilled in the art through appropriately combined
Understandable other embodiment.
Claims (6)
1. a kind of intelligent weather identifying system is it is characterised in that include：Weather acquisition module, picture recognition module, central authorities are processed
Module, d GPS locating module, data base's comparing module and feedback module, described weather acquisition module is connected with central processing module,
Described central processing module is connected with picture recognition module, data base's comparing module, d GPS locating module and feedback module, described
Data base's comparing module is connected with picture recognition module.
2. intelligent weather identifying system according to claim 1 is it is characterised in that described weather acquisition module is based on biography
The information acquisition module of sensor, wherein sensor include temperature detection sensor, moisture detection sensor, dust detection sensor
And brightness detection sensor.
3. intelligent weather identifying system according to claim 1 is it is characterised in that described image identification module is based on knowledge
The identification module that other algorithm is carried out.
4. intelligent weather identifying system according to claim 1 is it is characterised in that described d GPS locating module is based on leading
Boat satellite and the locating module of weather satellite exploitation.
5. intelligent weather identifying system according to claim 1 it is characterised in that described data base's comparing module be based on
Big data and the data base of cloud computing exploitation.
6. a kind of described intelligent weather recognition methodss as arbitrary in claim 1-5 are it is characterised in that comprise the following steps：
（1）Weather information is gathered and sends to central processing module by weather acquisition module by automatic meteorological observation station, central authorities
Processing module reconciling database comparing module and picture recognition module carry out the statistical analysiss of Weather information；
（2）Weather information after identification is sorted out according to d GPS locating module and feedback module.
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| CN201610850960.6A CN106453523A (en) | 2016-09-27 | 2016-09-27 | Intelligent weather identification system and method |
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| CN201610850960.6A CN106453523A (en) | 2016-09-27 | 2016-09-27 | Intelligent weather identification system and method |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107580297A (en) * | 2017-08-31 | 2018-01-12 | 安徽爱上农家乐电子商务有限公司 | A kind of meteorological data transmission method based on various regions meteorology base station and mobile terminal and accurate supplying system |
| CN109685280A (en) * | 2018-12-29 | 2019-04-26 | 山东丰信农业服务连锁有限公司 | The processing method and processing device of agrometeorological forecasting is carried out using artificial intelligence for single plot |
| CN111025427A (en) * | 2019-12-02 | 2020-04-17 | 成都信息工程大学 | Meteorological data real-time acquisition system based on space flyer |
| CN113608454A (en) * | 2021-07-29 | 2021-11-05 | 湖南工学院 | Intelligent environmental sanitation sprinkling control method |
| CN114332715A (en) * | 2021-12-30 | 2022-04-12 | 武汉华信联创技术工程有限公司 | Method, device and equipment for identifying snow through automatic meteorological observation and storage medium |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107580297A (en) * | 2017-08-31 | 2018-01-12 | 安徽爱上农家乐电子商务有限公司 | A kind of meteorological data transmission method based on various regions meteorology base station and mobile terminal and accurate supplying system |
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| CN109685280A (en) * | 2018-12-29 | 2019-04-26 | 山东丰信农业服务连锁有限公司 | The processing method and processing device of agrometeorological forecasting is carried out using artificial intelligence for single plot |
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| CN111025427B (en) * | 2019-12-02 | 2021-07-16 | 成都信息工程大学 | Meteorological data real-time acquisition system based on space flyer |
| CN113608454A (en) * | 2021-07-29 | 2021-11-05 | 湖南工学院 | Intelligent environmental sanitation sprinkling control method |
| CN114332715A (en) * | 2021-12-30 | 2022-04-12 | 武汉华信联创技术工程有限公司 | Method, device and equipment for identifying snow through automatic meteorological observation and storage medium |
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