TWI598613B - A meteorological information collected and analysis system - Google Patents

A meteorological information collected and analysis system Download PDF

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TWI598613B
TWI598613B TW105127761A TW105127761A TWI598613B TW I598613 B TWI598613 B TW I598613B TW 105127761 A TW105127761 A TW 105127761A TW 105127761 A TW105127761 A TW 105127761A TW I598613 B TWI598613 B TW I598613B
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meteorological
map
analysis
weather
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TW201809725A (en
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陶家瑞
胡明森
葉南慶
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空軍航空技術學院
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氣象情資蒐集與分析系統 Meteorological information collection and analysis system

本發明係為一種氣象情資蒐集與分析系統,特別是一種資訊取得方便、預報準確性高之氣象情資蒐集與分析系統。 The invention relates to a meteorological situation collecting and analyzing system, in particular to a meteorological situation collecting and analyzing system with convenient information acquisition and high forecasting accuracy.

由於工業之大幅進步與工廠之大量設置,其所產生之廢氣、污染造成地球暖化,致使地球氣候產生溫室效應、聖嬰現象、反聖嬰現象…等,其會造成海水溫度變化,致使氣候形成涼夏、暖冬或為熱夏、寒冬,最終導致氣象異變(如:颱風、颶風過多、豪大雨、乾旱…等);由於氣象本就是我們生活的一部分,但是對於不同個人及不同行業影響的程度,差異性很大;各國氣象作業多屬官方,對眾多行業缺乏彈性,先進國家雖有私人氣象公司,但服務對象多為營利事業單位,難以普及各行業。 Due to the great advancement of industry and the large number of factories, the waste gas and pollution generated by it cause global warming, resulting in the greenhouse effect of the earth's climate, the phenomenon of holy infants, anti-san baby phenomenon, etc., which will cause changes in seawater temperature, resulting in climate. Forming cool summer, warm winter or hot summer, cold winter, eventually leading to meteorological changes (such as: typhoon, excessive hurricane, heavy rain, drought, etc.); because meteorology is part of our life, but for different individuals and different industries The degree of difference is very large; the meteorological operations in various countries are mostly official, and they lack flexibility in many industries. Although advanced countries have private meteorological companies, most of them serve as profit-making institutions, and it is difficult to popularize various industries.

就以軍方而言,目前不論是演訓任務或遇戰爭時,氣象部隊皆需派遣氣象人員深入偏遠山區、海上、離島或外島,而為達機動任務之需求,其僅能攜帶簡易移動式觀測裝備進行現場天氣之觀測,並將觀測結果回報至氣象中心,再由氣象中心提供相關天氣預報情資給部隊指揮官,而因該地區缺乏氣象相關地基式裝備,因此除當地之天氣觀測外,該氣象人員在天氣預報上毫無獨立作業能力,以致無法提供即時預報情資。 As far as the military is concerned, at present, whether it is a training mission or a war, the meteorological units need to send meteorological personnel to remote mountainous areas, seas, islands or outer islands, and for the purpose of maneuvering tasks, they can only carry simple mobile The observation equipment conducts on-the-spot weather observation and returns the observation results to the meteorological center. The meteorological center provides the relevant weather forecast information to the force commander. Due to the lack of meteorological related ground-based equipment in the area, in addition to local weather observations. The meteorologist has no independent ability to operate on the weather forecast, so that it cannot provide immediate forecasting.

尤其,氣象人員回報現場天氣觀測結果時,係經由軍用通信線路傳回氣象部隊之氣象中心,氣象中心必須彙整全台各地氣象站之觀測 資料,再結合國外相關氣象站之觀測結果,經過繁雜之處理與分析程序,才能再由氣象部隊提供天氣預報情資給演習部隊指揮官運用;而且在戰爭期間,當軍用通信管道被破壞、癱瘓時,現場氣象人員既無法將當地氣象觀測結果傳遞回氣象中心,氣象中心也難以將氣象預報情資提供給部隊指揮官,如此易造成因部隊指揮官缺乏可靠氣象情資而做出錯誤決策,造成人員因氣象因素而傷亡或後援部隊之折損,進而影響演訓任務或戰爭之成敗者。 In particular, when meteorological personnel report the on-site weather observation results, they are transmitted back to the meteorological center of the meteorological unit via the military communication line. The meteorological center must collect observations from the meteorological stations throughout the station. The data, combined with the observations of relevant weather stations abroad, can be used by the meteorological forces to provide weather forecast information to the exercise unit commander after complicated processing and analysis procedures; and during the war, when the military communication pipeline is destroyed, At the time of the incident, the on-site meteorologists were unable to transmit the local meteorological observations back to the meteorological center, and it was difficult for the meteorological center to provide the meteorological forecasting information to the force commander. This made it difficult for the force commander to make a wrong decision due to the lack of reliable meteorological conditions. It causes the casualties of the personnel due to meteorological factors or the damage of the support forces, which in turn affects the successor of the training mission or the war.

過去曾有台灣公告第I474033號「系集風能預報平台系統及其運作方法」之發明專利,其係利用各種數值天氣預報結果之整合,做為台灣電力公司調節風能發電效率之參考。該發明主要是利用數值天氣預報可以對各種氣象要素(如氣壓、溫度、風、濕度、…等),執行7天定量預測之特點,找預測各地區之天氣變化趨勢,電力公司再依據此趨勢去調節風能發電效率。但由於各國氣象單位提供的數值預報資料皆以該國的地理位置特性為中心,而且各國的訴求重點亦都不一致,因此上述專利發明必須先行統合各氣象單位的預報結果,進行客觀分析、資料同化及數值模式處理等複雜統計分析程序,再歸納出自己想要之結果以供運用。其次,對於數值預報之資料處理品質與模式處理品質而言,其要求的標準都很高,也非常複雜,必須透過大型高速電腦之計算才能達成。故上述習用之預報系統並不具備可攜性(Portability),無法滿足支援演訓部隊之機動需求。 In the past, there was an invention patent of Taiwan's Announcement No. I474033, “The Wind Energy Forecasting Platform System and Its Operation Method”, which uses the integration of various numerical weather prediction results as a reference for Taiwan Power Company to regulate the efficiency of wind power generation. The invention mainly utilizes numerical weather prediction to perform the characteristics of quantitative prediction for various meteorological elements (such as air pressure, temperature, wind, humidity, ..., etc.), and to predict the weather change trend of each region, and the power company further relies on this trend. To regulate the efficiency of wind energy generation. However, since the numerical forecast data provided by national meteorological units are centered on the geographical characteristics of the country, and the focus of each country's appeals are also inconsistent, the above patented inventions must first integrate the forecast results of various meteorological units, and conduct objective analysis and data assimilation. And complex statistical analysis programs such as numerical model processing, and then summarize the results you want for use. Secondly, for the data processing quality and mode processing quality of numerical forecasting, the required standards are very high and complex, and must be achieved through the calculation of large high-speed computers. Therefore, the above-mentioned conventional forecasting system does not have portability and cannot meet the mobility requirements of the support training units.

本發明之目的,即在於改善上述之缺失,提供一種氣象資訊取得方便、預報準確性高之氣象情資蒐集與分析系統。 The object of the present invention is to improve the above-mentioned deficiency, and to provide a meteorological information collection and analysis system with convenient meteorological information and high forecast accuracy.

為達到上述目的,本發明之氣象情資蒐集與分析系統,包含有一通訊模組、氣象電碼擷取模組、解譯模組、地圖模組、控制參數模組、填圖模組、繪圖分析模組、氣象圖資擷取模組、延伸分析模組與輸出模組;其中:通訊模組,係與氣象電碼擷取模組及氣象圖資擷取模組連接,藉由通訊模組連結網際網路,用以提供氣象電碼擷取模組及氣象圖資擷取模組取得網路上氣象電碼與氣象圖資;氣象電碼擷取模組,係與通訊模組及解譯模組連接,藉由通訊模組可連結網際網路,以取得氣象原始資料之原始氣象電碼,該原始氣象電碼均以5個數字的密碼形式編組而成,早期以摩爾斯碼(Morse Code)透過無線電通訊方式傳遞,80年代之後改以網路方式傳遞;解譯模組,係與氣象電碼擷取模組及填圖模組連接,該解譯模組可讀取自氣象電碼擷取模組所傳送之原始氣象電碼,並對這些原始氣象電碼進行解碼以產生各項氣象資訊,並將所產生之氣象資訊傳送至填圖模組;地圖模組,係與填圖模組連接,該地圖模組係用以設定繪製天氣圖範圍所需之工作底圖,並將所設定之工作底圖傳送至填圖模組;控制參數模組,係與填圖模組連接,該控制參數模組係用以設定靜態參數與動態參數;該靜態參數係為氣象分析之物理性質與常態性質參數;而動態參數係為工作層次、客觀分析、基本變數、運算與轉換、純量輸出、向量輸出、通用輸出之參數設定,該動態參數隨工作之進程而變動; 填圖模組,係與解譯模組、地圖模組、控制參數模組及繪圖分析模組連接,該填圖模組係可接收解譯模組所解譯之氣象資訊,並依據地圖模組所選定之工作圖層、依各測站經緯度位置及控制參數模組所設定之參數,將天氣報告填置於工作圖層中;然後將填有天氣報告之天氣圖檔傳送至繪圖分析模組;繪圖分析模組,係與填圖模組、延伸分析模組及輸出模組連接,用以接收填圖模組所填製之天氣圖檔,並對該天氣圖檔分析繪製可供天氣分析之氣象要素(如氣壓、溫度、濕度、風…等),產生各種物理量場的分析天氣圖,接著將該分析天氣圖傳送至延伸分析模組進行進階分析,或傳送至輸出模組輸出;氣象圖資擷取模組,係與通訊模組、延伸分析模組及輸出模組連接,該氣象圖資擷取模組可藉由通訊模組連結網際網路,以擷取下載各氣象單位之各類氣象圖資成品,並將所擷取、下載之氣象圖資傳送至延伸分析模組進行分析,且傳送至輸出模組輸出;延伸分析模組,係與繪圖分析模組、氣象圖資擷取模組及輸出模組連接,用以將繪圖分析模組所產生之分析天氣圖與氣象圖資擷取模組所取得之氣象圖資依其大小及範圍進行圖像重疊之延伸進階分析,以呈現大氣中之雲區、水氣分布,並將該分析結果傳送至輸出模組輸出;輸出模組,係與填圖模組、繪圖分析模組、氣象圖資擷取模組及延伸分析模組連接,用以將填圖模組、繪圖分析模組、氣象圖資擷取模組及延伸分析模組之氣象圖、天氣圖、氣象圖資及分析結果儲存、輸出,該輸出模組可為列印機、電腦螢幕、儲存媒體…等,藉以方便人員進行觀 測與研判;藉由上述裝置,氣象資訊取得方便、迅速提供準確性高之氣象情資分析系統。 To achieve the above objective, the meteorological information collection and analysis system of the present invention comprises a communication module, a meteorological code acquisition module, an interpretation module, a map module, a control parameter module, a mapping module, and a drawing analysis. The module, the meteorological image acquisition module, the extension analysis module and the output module; wherein: the communication module is connected with the meteorological code acquisition module and the meteorological image acquisition module, and is connected by the communication module The Internet is used to provide a meteorological code acquisition module and a meteorological image acquisition module to obtain meteorological codes and meteorological maps on the network; the meteorological code acquisition module is connected with the communication module and the interpretation module. The communication module can be connected to the Internet to obtain the original meteorological code of the meteorological original data. The original meteorological code is grouped into a 5-digit password. The early Moss code is used for radio communication. Passing, after the 80s, the network is transmitted; the interpreting module is connected to the meteorological code acquisition module and the mapping module, and the interpretation module can be read from the meteorological code acquisition module. Original meteorological electricity And decoding the original meteorological code to generate various meteorological information, and transmitting the generated meteorological information to the mapping module; the map module is connected with the mapping module, and the map module is used to set Drawing a working base map required for the weather map range, and transmitting the set working base map to the mapping module; the control parameter module is connected with the mapping module, and the control parameter module is used to set the static parameter and Dynamic parameters; the static parameters are physical properties and normal property parameters of meteorological analysis; and dynamic parameters are parameter settings for working level, objective analysis, basic variables, operations and conversions, scalar output, vector output, and general output. Dynamic parameters vary with the progress of the work; The mapping module is connected with the interpreting module, the map module, the control parameter module and the drawing analysis module, and the mapping module is capable of receiving the meteorological information interpreted by the interpreting module, and according to the map module The selected work layer, the parameters set by the latitude and longitude of each station and the parameters set by the control parameter module, the weather report is filled in the work layer; then the weather map filled with the weather report is transmitted to the drawing analysis module; The analysis module is connected with the mapping module, the extension analysis module and the output module, and is configured to receive the weather image file filled in the mapping module, and analyze and analyze the meteorological elements for weather analysis on the weather image file ( Such as air pressure, temperature, humidity, wind, etc., generate an analysis weather map of various physical quantity fields, and then transmit the analysis weather map to the extension analysis module for advanced analysis, or to the output module output; meteorological map capital sampling The group is connected to the communication module, the extension analysis module and the output module. The weather map resource acquisition module can connect to the Internet through the communication module to extract various weathers of various meteorological units. The finished product, and the captured and downloaded meteorological maps are transmitted to the extended analysis module for analysis and transmitted to the output module output; the extended analysis module, the drawing and analysis module, the meteorological image acquisition module And an output module connection for extending the analysis of the weather map obtained by the drawing analysis module and the meteorological map obtained by the meteorological image acquisition module according to the size and range of the image to represent the atmosphere The cloud area and water vapor distribution in the middle, and the analysis result is transmitted to the output of the output module; the output module is connected with the mapping module, the drawing analysis module, the meteorological image acquisition module and the extension analysis module. For storing and outputting weather maps, weather maps, weather maps and analysis results of the map module, the plot analysis module, the meteorological map acquisition module and the extension analysis module, the output module can be printed Machines, computer screens, storage media, etc. Measurement and research; with the above-mentioned device, meteorological information is convenient and rapid to provide a high-quality meteorological analysis system.

10‧‧‧通訊模組 10‧‧‧Communication module

20‧‧‧氣象電碼擷取模組 20‧‧‧Weather code capture module

30‧‧‧解譯模組 30‧‧‧Interpretation module

40‧‧‧地圖模組 40‧‧‧Map module

50‧‧‧控制參數模組 50‧‧‧Control parameter module

60‧‧‧填圖模組 60‧‧‧ mapping module

70‧‧‧繪圖分析模組 70‧‧‧Drawing Analysis Module

80‧‧‧氣象圖資擷取模組 80‧‧‧Weather Map Acquisition Module

90‧‧‧延伸分析模組 90‧‧‧Extension analysis module

100‧‧‧輸出模組 100‧‧‧Output module

第1圖係本發明之系統圖。 Figure 1 is a system diagram of the present invention.

第2圖係本發明之系統圖,及流程示意圖。 Figure 2 is a system diagram and a schematic flow diagram of the present invention.

有關本發明為達到目的所運用之技術手段及其方法,茲謹再配合第1圖所示之系統圖、第2圖之流程示意圖,詳細說明如下:如第1圖所示之系統圖,本發明之氣象情資蒐集與分析系統,包含有一通訊模組10、氣象電碼擷取模組20、解譯模組30、地圖模組40、控制參數模組50、填圖模組60、繪圖分析模組70、氣象圖資擷取模組80、延伸分析模組90與一輸出模組100;其中:通訊模組10(請同時參閱第1圖所示),係與氣象電碼擷取模組20及氣象圖資擷取模組80連接,藉由通訊模組10連結網際網路,用以提供氣象電碼擷取模組20及氣象圖資擷取模組80取得氣象電碼與氣象圖資。 The technical means and method for the purpose of the present invention to achieve the purpose, together with the system diagram shown in FIG. 1 and the schematic diagram of the second diagram, will be described in detail as follows: the system diagram shown in FIG. The invention relates to a meteorological information collection and analysis system, which comprises a communication module 10, a meteorological code acquisition module 20, an interpretation module 30, a map module 40, a control parameter module 50, a mapping module 60, and a drawing analysis. The module 70, the meteorological image acquisition module 80, the extension analysis module 90 and an output module 100; wherein: the communication module 10 (please refer to FIG. 1 at the same time), the system and the meteorological code acquisition module 20 and the meteorological image acquisition module 80 is connected, and the communication module 10 is connected to the Internet to provide the meteorological code acquisition module 20 and the meteorological image acquisition module 80 to obtain the meteorological code and the weather map.

氣象電碼擷取模組20(請同時參閱第1圖所示),係與通訊模組10及解譯模組30連接,藉由通訊模組10可連結網際網路,以取得氣象原始資料之原始氣象電碼,該些原始氣象電碼係由飛航氣象電碼(METAR)、陸上壓溫電碼(AAXX)、海上壓溫電碼(BBXX)、探空電碼 (TEMP)、海上浮漂(BOY)…等以5個數字的密碼形式編組之電碼格式所組成,並將取得之原始氣象電碼傳送至解譯模組30進行解譯;早期係以摩爾斯碼(Morse Code)透過無線電通訊方式傳遞該原始氣象電碼,80年代之後改以網路方式傳遞。 The meteorological code capture module 20 (please refer to FIG. 1 at the same time) is connected to the communication module 10 and the interpretation module 30, and the communication module 10 can be connected to the Internet to obtain meteorological original data. The original meteorological code, which is composed of the meteorological code (METAR), the land temperature code (AAXX), the sea temperature code (BBXX), and the sounding code. (TEMP), sea float (BOY), etc. consist of a five-digit coded form of the code format, and the original meteorological code obtained is transmitted to the interpretation module 30 for interpretation; the early is the Morse code ( Morse Code) transmitted the original meteorological code by radio communication, and changed it to the Internet after the 1980s.

解譯模組30(請同時參閱第1圖所示),係與氣象電碼擷取模組20及填圖模組60連接,該解譯模組30可讀取自氣象電碼模組20所傳送之原始氣象電碼,並對這些氣象電碼進行解碼以產生所需的氣象資訊,並將所產生之氣象資訊傳送至填圖模組60。 The interpreting module 30 (please refer to FIG. 1 at the same time) is connected to the meteorological code capturing module 20 and the mapping module 60, and the interpreting module 30 can be read and transmitted from the meteorological code module 20 The original meteorological code is decoded and the meteorological code is decoded to generate the desired weather information, and the generated weather information is transmitted to the mapping module 60.

地圖模組40(請同時參閱第1圖所示),係與填圖模組60連接,該地圖模組40係用以設定繪製天氣圖範圍所需之工作底圖,並將所設定之工作底圖傳送至填圖模組60;該工作底圖可為世界地圖、綜觀地圖、中尺度圖、小尺度圖、…等。 The map module 40 (please refer to FIG. 1 at the same time) is connected to the mapping module 60. The map module 40 is used to set a working base map for drawing a weather map range, and the set working bottom is set. The map is transmitted to the mapping module 60; the working bottom map can be a world map, a comprehensive map, a mesoscale map, a small scale map, and the like.

控制參數模組50(請同時參閱第1圖所示),係與填圖模組60連接,該控制參數模組50係用以設定靜態參數與動態參數;該靜態參數係為氣象分析之物理性質(如:重力加速度g)與常態性質(如:地圖控制、數值分析圓滑係數等之類的控制參數…等);而該動態參數係用來依據圖檔之不同,而設定不同之繪圖層次(如:地面圖、高空圖)、分析方法、分析變數(如:溫度、濕度)、參數運算與單位之轉換、純量輸出(如:網格點參數數值)、向量輸出(如:網格點氣流、風向相關…等)、及通用輸出(指定等值線寬度、顏色及指定暫存區序號…等)。 The control parameter module 50 (please refer to FIG. 1 at the same time) is connected to the mapping module 60. The control parameter module 50 is used to set static parameters and dynamic parameters; the static parameters are the physical analysis of meteorological analysis. Properties (such as: gravitational acceleration g) and normal properties (such as: map control, numerical analysis of rounding coefficient, etc.); and the dynamic parameters are used to set different drawing levels depending on the image file. (such as: ground map, high-altitude map), analysis methods, analysis variables (such as: temperature, humidity), parameter calculation and unit conversion, scalar output (such as: grid point parameter values), vector output (such as: grid Point airflow, wind direction correlation, etc.), and general purpose output (specify contour width, color, and specified temporary storage area number, etc.).

填圖模組60(請同時參閱第1圖所示),係與解譯模組30、地圖模組40、控制參數模組50及繪圖分析模組70連接,該填圖模組60係 可接收解譯模組30所解譯之氣象資訊,並依據地圖模組40所選定之地圖範圍、測站經緯度位置及控制參數模組50所設定之參數,將氣象資訊、天氣報告、填置於工作圖層中,形成原始天氣圖檔;然後將填有氣象資訊、天氣報告之原始天氣圖檔傳送至繪圖分析模組70。 The mapping module 60 (please refer to FIG. 1 at the same time) is connected to the interpreting module 30, the map module 40, the control parameter module 50, and the drawing analysis module 70. The mapping module 60 is The meteorological information interpreted by the interpretation module 30 can be received, and the meteorological information, the weather report, and the filling are set according to the map range selected by the map module 40, the latitude and longitude position of the station, and the parameters set by the control parameter module 50. In the working layer, the original weather image file is formed; then the original weather image file filled with the weather information and the weather report is transmitted to the drawing analysis module 70.

繪圖分析模組70(請同時參閱第1圖所示),係與填圖模組60、延伸分析模組90及輸出模組100連接,用以接收填圖模組60所填製之原始天氣圖檔,並對該原始天氣圖檔分析繪製可供天氣分析之氣象要素,產生各種物理場的分析天氣圖,接著將該分析天氣圖傳送至延伸分析模組90進行分析,且可傳送至輸出模組100輸出;由於天氣圖之分析通常需考量欲分析之物理量,在氣象上常用的物理量及導出量可包括氣壓(P)、高度(H)、溫度(T)、濕度(q)、風場()、位溫(°K)、穩定度(SI)、降水(R)、…等,且可利用分析軟體分析大氣之垂直風切(Vertical Wind Shear)、雲層高度、晴空亂流(Clear Air Turbulence,CAT)、積冰(Icing)…等,同時該繪圖分析模組70會依所指定的氣象參數,完成各種天氣圖繪製分析作業。 The drawing analysis module 70 (please refer to FIG. 1 at the same time) is connected to the mapping module 60, the extension analysis module 90 and the output module 100 for receiving the original weather map filled by the mapping module 60. And analyzing the original weather image file to generate meteorological elements for weather analysis, generating an analysis weather map of various physical fields, and then transmitting the analysis weather map to the extension analysis module 90 for analysis, and transmitting to the output module 100 output Since the analysis of the weather map usually requires consideration of the physical quantity to be analyzed, the physical quantities and derived quantities commonly used in meteorology may include air pressure (P), height (H), temperature (T), humidity (q), and wind field ( ), position temperature (°K), stability (SI), precipitation (R), etc., and the analysis software can be used to analyze the vertical wind shear of the atmosphere, cloud height, clear air turbulence (Clear Air Turbulence) , CAT), ice accretion (Icing), etc., and the drawing analysis module 70 performs various weather map drawing analysis operations according to the specified meteorological parameters.

氣象圖資擷取模組80(請同時參閱第1圖所示),係與通訊模組10、延伸分析模組90及輸出模組100連接,該氣象圖資擷取模組80可藉由通訊模組10連結網際網路,以擷取下載網站上各氣象單位之各類氣象圖資(如:衛星雲圖、氣象雷達回波圖、分析天氣圖、數值預報產品圖、氣候資料、颱風路徑追蹤…等),並將該擷取、下載之氣象圖資傳送至延伸分析模組90進行分析,且可傳送至輸出模組100輸出。 The weather map acquisition module 80 (please refer to FIG. 1 at the same time) is connected to the communication module 10, the extension analysis module 90 and the output module 100, and the weather map acquisition module 80 can be used by The communication module 10 is connected to the Internet to extract various meteorological maps of various meteorological units on the download website (eg, satellite cloud map, meteorological radar echo map, analytical weather map, numerical forecast product map, climate data, typhoon path tracking). ..., etc., and the captured and downloaded weather map is transmitted to the extension analysis module 90 for analysis, and can be transmitted to the output of the output module 100.

延伸分析模組90(請同時參閱第1圖所示),係與繪圖分析模組70、氣象圖資擷取模組80及輸出模組100連接,用以將繪圖分析模組 70所產生之分析天氣圖與氣象圖資擷取模組80所取得之氣象圖資依其大小及範圍進行圖像重疊之延伸進階分析,以呈現大氣中之雲區、水氣分布,並將該分析結果傳送至輸出模組100輸出。 The extension analysis module 90 (please refer to FIG. 1 at the same time) is connected to the drawing analysis module 70, the meteorological image acquisition module 80 and the output module 100 for drawing analysis module The analysis of the weather map generated by 70 and the meteorological map obtained by the meteorological map acquisition module 80 are based on the size and extent of the image overlap extension analysis to present the cloud area in the atmosphere, water and gas distribution, and The analysis result is transmitted to the output of the output module 100.

輸出模組100(請同時參閱第1圖所示),係與填圖模組60、繪圖分析模組70、氣象圖資擷取模組80及延伸分析模組90連接,用以將填圖模組60、繪圖分析模組70、氣象圖資擷取模組80及延伸分析模組90之氣象圖、天氣圖、氣象圖資及分析結果儲存、輸出,該輸出模組100可為列印機、電腦螢幕、儲存裝置…等,藉以方便人員進行研判。 The output module 100 (please refer to FIG. 1 at the same time) is connected to the mapping module 60, the drawing analysis module 70, the meteorological image acquisition module 80, and the extension analysis module 90 for mapping The weather map, the weather map, the weather map, and the analysis result are stored and outputted by the module 60, the drawing analysis module 70, the weather map acquisition module 80, and the extension analysis module 90. The output module 100 can be a printer. , computer screens, storage devices, etc., so that people can conduct research and judgment.

藉由上述裝置,如第2圖所示,使用者可藉由通訊模組10連結網際網路以擷取下載國內外氣象或飛航單位所發布之飛航氣象電碼(METAR)、陸上壓溫電碼(AAXX)、海上壓溫電碼(BBXX)、探空電碼(TEMP)、海上浮漂(BOY)…等原始氣象電碼,同時並下載各種氣象圖資(如:衛星雲圖、氣象雷達回波圖、分析天氣圖、數值預報產品圖、氣候資料、颱風路徑追蹤…等)傳送至氣象圖資擷取模組80;然後,由於氣象屬於軍事情報之一環,該原始氣象電碼均以5個數字的密碼形式編組而成,必須先解密之後才能使用,因此該通訊模組10將取得之原始氣象電碼傳送至解譯模組30進行解譯並取得氣象資訊,接著該解譯模組30並將氣象資訊傳送至填圖模組60;接著,於地圖模組40中選定工作底圖之範圍(如:半球圖或東亞區)傳送至填圖模組60,同時,該控制參數模組50將靜態參數與依據工作底圖之範圍將動態參數傳送至填圖模組60;然後,該填圖模組60依據解譯模組20之解譯結果及控制參數模組50之靜態、動態參數設定,同時依據各測站的位置進行填圖作業,以將氣象資訊填入工作底圖中 使形成原始天氣圖檔。 With the above device, as shown in FIG. 2, the user can connect to the Internet through the communication module 10 to download the meteorological code (METAR) and the onshore pressure temperature issued by the domestic and foreign meteorological or flight units. Original meteorological code such as code (AAXX), offshore pressure code (BBXX), sounding code (TEMP), sea float (BOY), etc., and download various weather maps (eg satellite image, weather radar echo map, Analysis of weather maps, numerical forecast product maps, climatological data, typhoon path tracking, etc.) is transmitted to the meteorological map acquisition module 80; then, since the meteorology belongs to one of the military intelligence loops, the original meteorological code is in the form of a five-digit password. The grouping process must be decrypted before being used. Therefore, the communication module 10 transmits the obtained original meteorological code to the interpretation module 30 for interpretation and obtains meteorological information, and then the interpretation module 30 transmits the weather information. To the mapping module 60; then, the range of the selected working bottom map (eg, hemisphere map or East Asia region) in the map module 40 is transmitted to the mapping module 60, and the control parameter module 50 sets the static parameters with According to work The range of the map transmits the dynamic parameters to the mapping module 60; then, the mapping module 60 is based on the interpretation result of the interpretation module 20 and the static and dynamic parameter settings of the control parameter module 50, and according to each station. The location of the mapping work to fill the weather information into the work base map Make the original weather map file.

經填圖後之原始天氣圖檔可傳送至輸出模組100列印輸出供氣象人員做人工分析,同時,該原始天氣圖並傳送至繪圖分析模組70針對氣象上常用的物理量及導出量可包括氣壓(P)、高度(H)、溫度(T)、濕度(q)、風場()、位溫(°K)、穩定度(SI)、降水(R)、…等物理量做電腦分析,並利用探空分析(Radiosonde Observation,RAOB)軟體分析當時大氣之風切(Wind Shear,WS)、雲層高度(Cloud Height)、晴空亂流(Clear Air Turbulence,CAT)、積冰(Icing)…等數值,並依指定的氣象參數進行繪圖分析,進而可得地面圖、高空圖、斜溫圖、輔助圖、穩定度圖(KI、SI…)、…等分析天氣圖,接著可將該分析天氣圖傳送至輸出模組100列印輸出或顯示於螢幕上;同時,該天氣分析圖亦可選擇需要的圖層傳送至延伸分析模組90,而該氣象圖資擷取模組80並將經由通訊模組10所取得之各類氣象圖資(如:衛星雲圖、氣象雷達回波圖、分析天氣圖、數值預報產品圖、氣候資料、颱風路徑追蹤…等)傳送至延伸分析模組90,此時,該繪圖分析模組70所產生之天氣圖與氣象圖資擷取模組80所取得之氣象圖資依其大小及範圍進行圖像重疊之延伸進階分析,以呈現大氣中之雲區、水氣分布,並將該分析結果之延伸天氣圖傳送至輸出模組100輸出;然後,藉由該氣象圖資擷取模組80亦可將氣象圖資直接傳送至輸出模組100列印輸出或顯示於螢幕上,氣象人員即可依據該氣象圖資、延伸分析模組90所輸出之延伸天氣圖、填圖模組60所輸出之原始天氣圖檔及繪圖分析模組70所輸出之分析天氣圖進行客觀分析、比對、佐證,即可作出客觀之氣象預報。 The original weather image file after the mapping can be transmitted to the output module 100 for output for manual analysis by the meteorological personnel. At the same time, the original weather map is transmitted to the drawing analysis module 70 for the physical quantity and the derived amount commonly used for meteorology, including the air pressure. (P), height (H), temperature (T), humidity (q), wind field ( ), physical temperature (°K), stability (SI), precipitation (R), ... and other physical quantities for computer analysis, and using the radiosonde observation (RAOB) software to analyze the atmospheric wind cut (Wind Shear, WS) ), Cloud Height, Clear Air Turbulence (CAT), Icing, etc., and analyze and analyze according to the specified meteorological parameters, so that the ground map, high altitude map, and oblique temperature can be obtained. The map, the auxiliary map, the stability map (KI, SI...), etc. analyze the weather map, and then the analysis weather map can be transmitted to the output module 100 for printing output or displayed on the screen; meanwhile, the weather analysis graph can also be selected. The required layer is transmitted to the extension analysis module 90, and the meteorological image acquisition module 80 and various weather maps obtained through the communication module 10 (eg, satellite image, weather radar echo map, weather analysis map) , the numerical forecast product map, the climatological data, the typhoon path tracking, etc.) are transmitted to the extension analysis module 90. At this time, the weather map generated by the map analysis module 70 and the meteorological map acquisition module 80 obtain the weather map. Depending on the size and scope of the image The extended analysis of the overlap is performed to present the cloud area and the water and gas distribution in the atmosphere, and the extended weather map of the analysis result is transmitted to the output of the output module 100; and then, the meteorological image acquisition module 80 can also The meteorological map is directly transmitted to the output module 100 for printing output or displayed on the screen, and the meteorological personnel can output the original weather map according to the weather map and the extension analysis module 90. The objective weather forecast can be made by objective analysis, comparison and corroboration of the weather map output by the weather map file and the drawing analysis module 70.

由是,藉由上述裝置所組成之氣象情資分析系統,本發明具 有如下之優點: Therefore, the present invention has the meteorological analysis system composed of the above devices. Has the following advantages:

(一)由於本發明可利用通訊模組10可直接將國內外氣象單位或飛航單位之氣象電碼、氣象圖資…等氣象資料擷取下載、輸出,使人員無須再透過通信系統聯絡氣象中心回報,當於偏遠地區或離外島地區時,亦可直接由通訊模組10取得氣象資料,實具有氣象資料取得之方便性與快速性。 (1) Since the communication module 10 can directly use the communication module 10 to directly download and output meteorological data such as meteorological codes and meteorological maps of domestic and foreign meteorological units or flight units, so that personnel do not need to contact the meteorological center through the communication system. In return, when in remote areas or outlying islands, meteorological data can be obtained directly from the communication module 10, which has the convenience and speed of obtaining meteorological data.

(二)由於本發明之氣象電碼擷取模組20藉由通訊模組10擷取下載國內外氣象、飛航單位之原始氣象電碼後,再由解譯模組30對原始氣象電碼進行解譯產生氣象資訊,然後利用填圖模組60將該氣象資訊依據選定之工作底圖及參數進行填圖形成原始天氣圖檔;藉此,其可提供氣象人員可快速對當地或預報地區作觀測評估,並可依據地形、氣象影響範圍作更為精準之氣象預測,實可提高氣象預報之準確性者。 (2) Since the meteorological code capture module 20 of the present invention retrieves the original meteorological code of the meteorological and flight units at home and abroad by the communication module 10, the original meteorological code is interpreted by the interpretation module 30. Generating meteorological information, and then using the mapping module 60 to map the meteorological information according to the selected working base map and parameters to form an original weather map file; thereby providing meteorological personnel with rapid observation and evaluation of the local or forecast area. According to the terrain and meteorological impact range, more accurate weather prediction can be made, which can improve the accuracy of weather forecasting.

(三)尤其,本發明係將天氣圖檔可做進一步利用繪圖分析模組70繪製氣象要素,產生更精準之天氣分析圖,令氣象人員可由天氣分析圖及各類氣象圖資進行氣象觀測、評估,藉以提高預報之準確性者。 (C) In particular, the present invention can further utilize the mapping analysis module 70 to draw meteorological elements, and generate a more accurate weather analysis map, so that meteorological personnel can perform meteorological observation and evaluation from weather analysis maps and various meteorological maps. To improve the accuracy of the forecast.

(四)再者,由於本創作之氣象圖資擷取模組80經由通訊模組可擷取下載氣象圖資,同時藉由延伸分析模組90依據氣象圖資再對天氣分析圖進一步作進行圖像重疊之延伸進階分析,進而呈現大氣中之雲區、水氣分布、…等之分析結果,藉由該分析結果,讓人員可更深入了解大氣中水氣之分布狀況,達到天氣預報立體化之目標,進而可提供更精確之氣象預報效果。 (4) Furthermore, since the meteorological image acquisition module 80 of the present invention can download the weather map through the communication module, and further analyze the weather analysis map according to the weather map by the extension analysis module 90. The analysis of the overlap of the image overlaps, and then presents the analysis results of the cloud area, water and gas distribution, etc. in the atmosphere. With the analysis result, the personnel can have a deeper understanding of the distribution of moisture in the atmosphere and reach the weather forecast. The goal of three-dimensionality, in turn, can provide more accurate weather forecasting effects.

(五)藉由本發明可擷取、下載氣象電碼與氣象圖資,並藉 由繪圖分析模組70與延伸分析模組90得以分析整合氣象資訊,以提供人員依據資料作客觀、縱觀與立體化之分析、評估,並配合將氣象資料填圖於工作底圖上,進而令人員可同時依據現場地形資料進行精確之氣象預報,實可提供演訓任務、戰爭時或民間社會作利用者。 (5) By using the invention, the meteorological code and the meteorological map can be retrieved and downloaded, and borrowed The mapping analysis module 70 and the extension analysis module 90 can analyze and integrate the meteorological information, so as to provide personnel to analyze, evaluate, and coordinate the meteorological data on the working base map according to the data. It enables personnel to conduct accurate weather forecasting based on on-site topographic data at the same time, which can provide training missions, wartime or civil society users.

(六)由於本發明係為利用現行之通信科技與網路資訊,並結合天氣預報專業知識與相關氣象軟、硬體技術所研發設計出之氣象情資蒐集分析系統,本發明可協助國軍氣象人員在支援國軍各項戰演訓任務或派駐外離島或偏遠地區之時,能具備獨立執行氣象預報作業之能力,同時可做為氣象部隊教育訓練之輔助工具,減少受訓練環境之限制,隨時隨地獲取即時天氣預報資訊以供教育訓練之用,也可供業餘氣象人員做旅遊、娛樂、…等之用。 (6) The present invention can assist the national army by utilizing the current communication technology and network information, combined with weather forecasting expertise and related meteorological software and hardware technology to design and analyze the meteorological situation collection and analysis system. Meteorological personnel can have the ability to independently perform weather forecasting operations while supporting various military training missions or dispatched to outlying islands or remote areas. At the same time, they can be used as an auxiliary tool for the training and training of meteorological units to reduce the constraints of the training environment. Get real-time weather forecast information for educational and training anytime, anywhere, and also for amateur weather personnel to do travel, entertainment, ... and so on.

因此,本發明確具有顯著之進步性,且其確為未曾有過而確具有新穎性,誠已符合發明專利要件,爰依法提出專利申請,並祈賜專利為禱,至感德便。 Therefore, the present invention does have significant progress, and it is indeed novel and unrealistic. It has already met the requirements of the invention patent, and has filed a patent application according to law, and prayed for a patent for prayer.

以上所述,僅為本發明用以說明之可行實施例,因此並不能以其限制本發明之保護範圍,舉凡熟習此技藝者依本發明說明書及申請專利範圍所為之均等變化或修飾,皆應仍屬本發明所涵蓋之保護範圍。 The above descriptions are merely illustrative of the possible embodiments of the present invention, and thus the scope of the present invention should not be construed as limiting the scope of the present invention. It is still within the scope of protection covered by the present invention.

10‧‧‧通訊模組 10‧‧‧Communication module

20‧‧‧氣象電碼擷取模組 20‧‧‧Weather code capture module

30‧‧‧解譯模組 30‧‧‧Interpretation module

40‧‧‧地圖模組 40‧‧‧Map module

50‧‧‧控制參數模組 50‧‧‧Control parameter module

60‧‧‧填圖模組 60‧‧‧ mapping module

70‧‧‧繪圖分析模組 70‧‧‧Drawing Analysis Module

80‧‧‧氣象圖資擷取模組 80‧‧‧Weather Map Acquisition Module

90‧‧‧延伸分析模組 90‧‧‧Extension analysis module

100‧‧‧輸出模組 100‧‧‧Output module

Claims (1)

一種氣象情資蒐集與分析系統,包含有一通訊模組、氣象電碼擷取模組、解譯模組、地圖模組、控制參數模組、填圖模組、繪圖分析模組、氣象圖資擷取模組、延伸分析模組與一輸出模組;其中:通訊模組,係與氣象電碼擷取模組及氣象圖資擷取模組連接,藉由通訊模組連結網際網路,用以提供氣象電碼擷取模組及氣象圖資擷取模組取得氣象電碼與氣象圖資;氣象電碼擷取模組,係與通訊模組及解譯模組連接,藉由通訊模組可連結網際網路,以取得氣象原始資料之原始氣象電碼;解譯模組,係與氣象電碼擷取模組及填圖模組連接,該解譯模組可讀取自氣象電碼擷取模組所傳送之原始氣象電碼,並對這些氣象電碼進行解碼以產生氣象資訊,並將所產生之氣象資訊傳送至填圖模組;地圖模組,係與填圖模組連接,該地圖模組係用以設定繪製天氣圖範圍所需之工作底圖,並將所設定之工作底圖傳送至填圖模組;控制參數模組,係與填圖模組連接,該控制參數模組係用以設定靜態參數與動態參數;該靜態參數係為氣象分析之物理性質與常態性質參數;該動態參數係為依據圖檔之不同,而設定不同繪圖層次、分析方法、分析變數、參數運算與單位轉換、純量輸出、向量輸出及通用輸出之參數;填圖模組,係與解譯模組、地圖模組、控制參數模組及繪圖分析模組連接,該填圖模組係可接收解譯模組所解譯之氣象資訊,並依據地圖模組所選定之地圖範圍、經緯度位置及控制參數模組所設定之參數,將氣象資訊、天氣報告、填置於工作圖層中形成原始天氣圖檔;然後將填有氣 象資訊、天氣報告之原始天氣圖檔傳送至繪圖分析模組;繪圖分析模組,係與填圖模組、延伸分析模組及輸出模組連接,用以接收填圖模組所填製之原始天氣圖檔,並對該原始天氣圖檔分析繪製可供天氣分析之氣象要素,產生各種物理場的分析天氣圖,接著將該分析天氣圖傳送至延伸分析模組進行分析,且可傳送至輸出模組輸出;氣象圖資擷取模組,係與通訊模組、延伸分析模組及輸出模組連接,該氣象圖資擷取模組可藉由通訊模組連結網際網路,以擷取下載氣象單位之各類氣象圖資,並將該擷取、下載之氣象圖資傳送至延伸分析模組進行分析,且可傳送至輸出模組輸出;延伸分析模組,係與繪圖分析模組、氣象圖資擷取模組及輸出模組連接,用以將繪圖分析模組所產生之分析天氣圖與氣象圖資擷取模組所取得之氣象圖資依其大小及範圍進行圖像重疊之延伸進階分析,以呈現大氣中之雲區、水氣分布,並將該分析結果傳送至輸出模組輸出;輸出模組,係與填圖模組、繪圖分析模組、氣象圖資擷取模組及延伸分析模組連接,用以將填圖模組、繪圖分析模組、氣象圖資擷取模組及延伸分析模組之氣象圖、天氣圖、氣象圖資及分析結果儲存、輸出;藉由上述裝置,資訊取得方便、預報準確性提高之氣象情資分析系統。 A meteorological situation collection and analysis system, comprising a communication module, a meteorological code acquisition module, an interpretation module, a map module, a control parameter module, a mapping module, a drawing analysis module, and a weather map asset a module, an extension analysis module and an output module; wherein: the communication module is connected to the meteorological code acquisition module and the meteorological image acquisition module, and is connected to the Internet through the communication module. Meteorological code acquisition module and meteorological image acquisition module to obtain meteorological code and weather map; meteorological code acquisition module, which is connected with communication module and interpretation module, and can be connected to the Internet through communication module The network is used to obtain the original meteorological code of the meteorological original data; the interpretation module is connected with the meteorological code acquisition module and the mapping module, and the interpretation module can be read and transmitted from the meteorological code acquisition module. The original meteorological code, and the meteorological code is decoded to generate meteorological information, and the generated meteorological information is transmitted to the mapping module; the map module is connected with the mapping module, and the map module is used for Set the scope of the weather map The working base map is required, and the set working bottom map is transmitted to the filling module; the control parameter module is connected with the filling module, and the control parameter module is used for setting static parameters and dynamic parameters; The static parameter is the physical property and the normal property parameter of meteorological analysis; the dynamic parameter is set according to the different drawing, and different drawing levels, analysis methods, analytical variables, parameter calculation and unit conversion, scalar output, vector output and The general output parameter; the mapping module is connected with the interpretation module, the map module, the control parameter module and the drawing analysis module, and the mapping module can receive the meteorological information interpreted by the interpretation module. And according to the map range selected by the map module, the latitude and longitude position and the parameters set by the control parameter module, the weather information, the weather report, and the weather map are filled in the working layer to form the original weather image file; The original weather image of the information and weather report is transmitted to the drawing analysis module; the drawing analysis module is connected with the mapping module, the extended analysis module and the output module for receiving the original filled in the mapping module. a weather map file, and analyzing the original weather image file to map weather elements for weather analysis, generating an analysis weather map of various physical fields, and then transmitting the analysis weather map to the extension analysis module for analysis, and transmitting to the output module output; The meteorological map acquisition module is connected to the communication module, the extension analysis module and the output module. The weather map acquisition module can connect to the Internet through the communication module to extract the downloading meteorological unit. All kinds of meteorological maps, and the captured and downloaded meteorological maps are transmitted to the extended analysis module for analysis and can be transmitted to the output module output; the extended analysis module, the drawing and analysis module, the meteorological map The capture module and the output module are connected to analyze the weather map generated by the graph analysis module and the weather map obtained by the meteorological map acquisition module according to the size and range thereof. The extension of the stack is advanced to present the cloud area and water and gas distribution in the atmosphere, and the analysis results are transmitted to the output of the output module; the output module, the mapping module, the mapping analysis module, and the meteorological map The capture module and the extension analysis module are connected to store weather maps, weather maps, weather maps and analysis results of the map module, the map analysis module, the weather map resource capture module and the extension analysis module, Output; with the above device, the meteorological situation analysis system with convenient information and improved forecast accuracy.
TW105127761A 2016-08-30 2016-08-30 A meteorological information collected and analysis system TWI598613B (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109102554A (en) * 2018-08-08 2018-12-28 湖北河海科技发展有限公司 Weather map, which is filled out, draws system and method

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW201508312A (en) * 2013-08-16 2015-03-01 Tencent Tech Shenzhen Co Ltd Method, device and system for forecasting weather
TW201518762A (en) * 2013-06-16 2015-05-16 Sky Motion Res Ulc Method and system for refining weather forecasts using point observations
CN105006109A (en) * 2015-08-14 2015-10-28 中国气象局公共气象服务中心 Rural meteorological disaster early warning processing system
CN205229492U (en) * 2015-11-23 2016-05-11 四川长虹电器股份有限公司 Meteorological prediction system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW201518762A (en) * 2013-06-16 2015-05-16 Sky Motion Res Ulc Method and system for refining weather forecasts using point observations
TW201508312A (en) * 2013-08-16 2015-03-01 Tencent Tech Shenzhen Co Ltd Method, device and system for forecasting weather
CN105006109A (en) * 2015-08-14 2015-10-28 中国气象局公共气象服务中心 Rural meteorological disaster early warning processing system
CN205229492U (en) * 2015-11-23 2016-05-11 四川长虹电器股份有限公司 Meteorological prediction system

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109102554A (en) * 2018-08-08 2018-12-28 湖北河海科技发展有限公司 Weather map, which is filled out, draws system and method

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