[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-how-to-track-multi-day-severe-weather-outbreak-zh":3,"article-related-how-to-track-multi-day-severe-weather-outbreak-zh":37,"series-tools-3d70b983-2b3d-4320-bf04-04e79df3ba4f":89},{"id":4,"title":5,"content":6,"summary":7,"source":8,"source_url":9,"author":10,"image_url":11,"keywords":12,"language":19,"translated_content":10,"views":20,"is_premium":21,"created_at":22,"updated_at":22,"cover_image":11,"published_at":23,"rewrite_status":24,"rewrite_error":10,"rewritten_from_id":25,"slug":26,"category":27,"related_article_id":28,"status":29,"google_indexed_at":10,"x_posted_at":10,"tweet_text":10,"title_rewritten_at":10,"title_original":10,"key_takeaways":30,"topic_cluster_id":34,"embedding":35,"is_canonical_seed":36},"3d70b983-2b3d-4320-bf04-04e79df3ba4f","如何追蹤多日強烈天氣爆發","\u003Cp data-speakable=\"summary\">這篇教你用官方警報、雷達和預報資料，建立可自動追蹤龍捲風爆發的監控流程。\u003C\u002Fp>\u003Cp>這篇給\u003Ca href=\"\u002Fnews\u002Fhow-to-read-weekend-severe-weather-forecast-zh\">天氣\u003C\u002Fa>應用開發者、新聞技術人員，以及需要即時追蹤強對流事件的工程師。照著做完，你會得到一套可重複使用的監控流程，能持續讀取警報、比對官方預報，並把龍捲風、冰雹、強風與洪水風險整理成可查看的輸出。\u003C\u002Fp>\u003Cp>範例會用公開天氣資料與一個輕量 Node.js 腳本，讓你能自動檢查更新、推送警示，並保留關鍵風暴變化的紀錄。\u003C\u002Fp>\u003Ch2>開始之前\u003C\u002Fh2>\u003Cul>\u003Cli>Node.js 20+\u003C\u002Fli>\u003Cli>Git\u003C\u002Fli>\u003Cli>National Weather Service API 文件帳號與 \u003Ca href=\"https:\u002F\u002Fwww.weather.gov\u002Fdocumentation\u002Fservices-web-api\">National Weather Service API\u003C\u002Fa> 存取權\u003C\u002Fli>\u003Cli>若要使用地圖圖層或雷達切片，準備一個天氣資料來源或 API key\u003C\u002Fli>\u003Cli>熟悉 HTTP 請求與 JSON\u003C\u002Fli>\u003Cli>可選：VS Code\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>Step 1: 建立天氣監控專案\u003C\u002Fh2>\u003Cp>目的：先做出一個能抓取警報與預報資料的最小專案，後面才好加自動化。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779106466203-lv21.png\" alt=\"如何追蹤多日強烈天氣爆發\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cpre>\u003Ccode>mkdir severe-weather-watch\ncd severe-weather-watch\nnpm init -y\nnpm install node-fetch\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>驗收：你應該看到新的 package.j\u003Ca href=\"\u002Fnews\u002F4-clues-in-the-jayson-tatum-rumor-zh\">son\u003C\u002Fa>，並且安裝完成後出現 node_modules 資料夾。\u003C\u002Fp>\u003Ch2>Step 2: 讀取官方警報資料\u003C\u002Fh2>\u003Cp>目的：連上 \u003Ca href=\"https:\u002F\u002Fwww.weather.gov\u002Fdocumentation\u002Fservices-web-api\">National Weather Service API\u003C\u002Fa>，讓程式能讀取可信來源的即時 watches 與 warnings。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779106468748-rfaz.png\" alt=\"如何追蹤多日強烈天氣爆發\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cpre>\u003Ccode>import fetch from 'node-fetch';\n\nconst url = 'https:\u002F\u002Fapi.weather.gov\u002Falerts\u002Factive?area=NE';\nconst res = await fetch(url, {\n  headers: { 'User-Agent': 'severe-weather-watch\u002F1.0 you@example.com' }\n});\nconst data = await res.json();\n\nconsole.log(data.features.map(f => f.properties.event));\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>驗收：你應該看到 Tornado Warning、Severe Thunderstorm Warning 或 F\u003Ca href=\"\u002Fnews\u002F5-signs-ella-mai-jayson-tatum-fans-saw-zh\">la\u003C\u002Fa>sh Flood Warning 這類警報名稱。\u003C\u002Fp>\u003Ch2>Step 3: 篩出高風險風暴訊號\u003C\u002Fh2>\u003Cp>目的：把最重要的事件先挑出來，專注在龍捲風、巨型冰雹與破壞性強風這些高風險威脅。\u003C\u002Fp>\u003Cpre>\u003Ccode>const events = data.features.map(f => f.properties);\nconst highRisk = events.filter(e =>\n  ['Tornado Warning', 'Severe Thunderstorm Warning', 'Flash Flood Warning'].includes(e.event)\n);\n\nconsole.log(highRisk.map(e => ({ event: e.event, area: e.areaDesc, severity: e.severity })) );\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>驗收：你應該看到比原始資料更短的清單，而且只剩下最急迫的警報。\u003C\u002Fp>\u003Ch2>Step 4: 建立嚴重程度儀表板\u003C\u002Fh2>\u003Cp>目的：把原始警報轉成可讀的狀態輸出，讓你知道威脅最強的位置與可能造成的損害。\u003C\u002Fp>\u003Cpre>\u003Ccode>for (const alert of highRisk) {\n  console.log(`${alert.event} | ${alert.areaDesc} | ${alert.severity}`);\n}\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>驗收：你應該看到一份乾淨的文字摘要，可以直接貼到 dashboard、Slack 頻道或編輯台跑馬燈。\u003C\u002Fp>\u003Ch2>Step 5: 用雷達與預報交叉驗證\u003C\u002Fh2>\u003Cp>目的：把警報和雷達、預報產品一起看，避免只依賴單一來源而錯過風暴變化。\u003C\u002Fp>\u003Cp>先用你偏好的供應商查看即時雷達，再對照 Storm Prediction Center 的展望與當地 National Weather Service 警報。當爆發事件快速推進時，這個交叉檢查能幫你確認風暴是否仍具龍捲風特徵、冰雹核心是否增強，以及警報是否正往東擴張。\u003C\u002Fp>\u003Cp>驗收：你應該能把至少一個有效警報區域，對到一個可見的風暴對流單體或預報風險區。\u003C\u002Fp>\u003Ch2>Step 6: 自動化夜間檢查與通知\u003C\u002Fh2>\u003Cp>目的：讓監控在夜間也持續運作，避免風暴延續到深夜時漏掉人工更新。\u003C\u002Fp>\u003Cp>把腳本設成每 5 到 10 分鐘執行一次，可用 cron、\u003Ca href=\"\u002Ftag\u002Fgithub-actions\">GitHub Actions\u003C\u002Fa> 或 serverless job。當偵測到新的 Tornado Warning，或警報多邊形擴張到新郡時，就送出訊息。這樣你就能在長時間爆發中持續追蹤威脅變化。\u003C\u002Fp>\u003Cp>驗收：你應該收到一則測試通知，內容顯示腳本偵測到新警報或 area description 變更。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>指標\u003C\u002Fth>\u003Cth>基準／優化前\u003C\u002Fth>\u003Cth>結果／優化後\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>警報可見性\u003C\u002Ftd>\u003Ctd>手動看標題\u003C\u002Ftd>\u003Ctd>每次執行都自動抓取 active warnings\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>更新延遲\u003C\u002Ftd>\u003Ctd>幾分鐘到幾小時才檢查一次\u003C\u002Ftd>\u003Ctd>依排程近即時刷新\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>覆蓋範圍\u003C\u002Ftd>\u003Ctd>只有單一新聞稿或單一地圖視圖\u003C\u002Ftd>\u003Ctd>警報加上預報與雷達交叉驗證\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>常見錯誤\u003C\u002Fh2>\u003Cul>\u003Cli>只看新聞整理。修法：在採取動作前，一律先用官方警報與預報產品確認。\u003C\u002Fli>\u003Cli>忽略夜間風險。修法：把檢查與通知排程化，讓睡眠時間也能收到更新。\u003C\u002Fli>\u003Cli>把所有警報當成同一種嚴重度。修法：先優先處理 Tornado Warning、Severe Thunderstorm Warning 與 Flash Flood Warning。\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>接下來可以看什麼\u003C\u002Fh2>\u003Cp>下一步可以加入 county-level geofencing、地圖疊圖與簡單事件紀錄，讓你能比較不同爆發事件，並把這套監控流程做成更完整的強對流工具。\u003C\u002Fp>","這篇教你用官方警報、雷達和預報資料，建立可自動追蹤龍捲風爆發的監控流程。","www.foxweather.com","https:\u002F\u002Fwww.foxweather.com\u002Flive-news\u002Flive-updates-dangerous-severe-weather-outbreak-threatens-millions-with-strong-tornadoes-huge-hail",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779106466203-lv21.png",[13,14,15,16,17,18],"Node.js","National Weather Service API","weather alerts","radar","forecast data","automation","zh",0,false,"2026-05-18T12:13:36.187251+00:00","2026-05-18T12:13:35.744+00:00","done","4c0da2ff-89b8-4a8d-bbce-b0788597321e","how-to-track-multi-day-severe-weather-outbreak-zh","tools","94e3e0ea-ed3a-4b04-b254-558122ea9286","published",[31,32,33],"先用官方警報 API 建立最小監控流程，再把雷達與預報加入交叉驗證。","把 Tornado Warning、Severe Thunderstorm Warning、Flash Flood Warning 放在最高優先級。","用排程與通知把夜間監控自動化，避免多日爆發期間漏看更新。","8daa78c7-d4c5-4586-991d-6eea42f9678d","[0.02248251,0.027248004,0.028588498,-0.06867389,-0.00040951482,-0.009512488,-0.045347396,0.0017480038,-0.012616866,0.011901404,0.00239268,-0.01444819,0.003043163,0.04235352,0.1056394,0.029391225,0.0028787157,-0.003196659,-0.0007225392,0.015544276,-0.0041313837,-0.009231175,0.03280996,-0.013651316,0.0019758595,-0.011313703,0.01736823,0.010272983,0.048114974,0.01735443,-0.004274068,0.024370318,-0.011648915,0.0065384847,-0.023089398,-0.008402282,0.0058940277,0.012553227,-0.0031328716,0.009890203,-0.01313313,-0.019514857,0.013179474,0.005562338,-0.0009703798,0.009495387,-0.0066618915,-0.013219475,0.010362453,0.010875149,0.006875562,-0.0014772664,-0.0147938235,-0.18205139,-0.0033435011,0.020439984,-0.004065968,-0.026007976,0.021733921,-0.017676312,-0.00025366823,0.036689334,-0.035534546,-0.023134155,0.009654538,-0.02659811,0.0055910377,0.019267894,-0.019781336,-0.0047667334,0.02219354,0.0021780394,0.018505318,-0.0023032404,-0.017105954,-0.028855177,0.01983261,0.012246839,-0.0031933393,0.0041413284,0.017981902,-0.020113112,0.014953129,-0.01521021,0.008817009,0.0020639743,-0.01250955,0.031587258,-0.0058739064,0.012545955,0.0053561903,0.01783041,-0.0053778915,-0.025359511,0.021198781,-0.001036503,-0.011343628,-0.017850706,0.0023663181,-0.0028371585,-0.04757496,-0.02882748,-0.013216864,0.020754552,0.007824147,0.0051629585,-0.0072517805,0.018368898,0.031782664,-0.013087245,0.037838228,-0.005765631,0.0130384425,-0.00811741,0.0020687878,-0.12747398,-0.020925703,-0.013890423,-0.0011921092,-0.0042024623,-0.022129493,-0.005107098,0.0026345286,0.0050004665,0.0008618736,-0.020467887,0.01486644,0.0072294883,0.004537296,-0.011979923,0.0066622705,-0.030363685,0.004890599,0.0037877709,-0.008270495,-0.012124235,-0.029598193,-0.008784961,-0.004062698,-0.03188329,-0.008576839,0.050845563,-0.0024191681,-0.01490556,0.0016864743,-0.010738646,-0.041597586,0.015025602,0.0076516843,-0.05042346,0.0169783,0.0040031,0.0072573135,0.010491482,0.030341467,-0.021423288,-0.043982536,-0.0028702018,-0.004191822,0.0044771405,-0.0043057683,0.0022423891,0.0009906241,0.027191015,0.009008505,0.0147978,-0.0011352216,-0.02583439,0.041685373,0.00833129,0.025963187,-0.025904857,-0.020359868,-0.023681374,0.015203197,0.016803129,-0.024106575,0.018458791,0.00012831611,-0.014763339,0.018910492,-0.02280042,-0.015578277,0.02831581,0.010674055,-0.0031996623,0.000624488,-0.0025786825,0.014489853,-0.010569207,-0.033800427,-0.029704066,0.003083106,-0.022935387,-7.9904e-05,-0.035694633,0.00904157,-0.015497412,0.012607992,-0.010738798,0.036412396,-0.029914089,-0.021759586,-0.0002643634,0.02536939,-0.029975709,-0.011169176,0.007988946,-0.001950565,0.0030898186,0.0017009869,0.009796061,0.016266733,-0.017751588,0.0031924557,-0.023126008,0.010303593,0.0044397227,-0.0033815692,-0.0089597525,0.012301099,0.00041486594,0.010758445,0.0091849705,-0.025489012,-0.036582865,-0.0032956935,0.035242476,-0.009318955,0.0064265924,0.011180411,-0.004603123,0.016896743,0.00017991084,-0.0116126435,0.027557725,-0.0045711654,0.0061974586,-0.009743523,0.012243535,0.0036627506,0.0024599836,-0.028028194,0.016036931,0.04155763,-0.021948444,-0.0025261394,-0.018525057,0.019526513,0.022528222,0.008680856,-0.0075449347,-0.0039022178,-0.013731457,-0.011169137,-0.029559115,0.004999424,-0.01131011,0.015044774,-0.0020435825,0.004539113,-0.0015984819,-0.005319922,-0.048007905,0.019448971,0.02773662,-0.0017213662,-0.006019096,-0.0012737586,-0.023717228,-0.0020812612,0.018344393,0.007996338,-0.013202401,-0.032979906,0.0074143386,-0.059654456,0.0067077586,0.005140684,-0.019244231,-0.0092008775,-0.00017580538,0.0052424697,0.018863581,0.004191494,-0.008892356,-0.019943243,-0.05109112,0.0009241701,-0.028556393,0.018773407,0.009258819,-0.004213675,-0.017183527,0.012974836,-0.010456524,-0.013046674,-0.017149422,0.01849609,-0.010770703,0.02195314,0.03200665,0.022674395,0.06662645,0.0067978874,-0.0052342033,-0.005932619,0.0050158286,0.010455882,0.00640641,0.009696758,-0.0070824483,0.0050136074,-0.022270447,0.01252462,-0.035973225,0.023451298,0.0075469436,0.03100935,0.0068517015,-0.0046552215,0.019647948,0.009301184,0.024398856,-0.001809857,-0.021354396,-0.016637523,0.00520373,-0.0045272904,-0.02521363,0.025294613,0.00900863,0.0053918753,-0.018280407,-0.012758168,0.010735983,-0.016145822,-0.011216689,0.016605092,0.025719061,-0.009215436,0.011368255,-0.014816206,0.009821554,-0.007693728,0.011369303,-0.009274717,0.0070141396,0.02847232,-0.04072445,0.017893672,0.0015217836,0.02195196,-0.011579061,-0.02517683,0.023235518,-0.001838273,0.012420512,0.0021225917,-0.011842631,-0.0021670198,0.011305786,0.01983137,-0.0033348503,0.0016870843,-0.015055431,0.004872352,0.032787073,0.0006787689,0.0133965295,-0.0020837071,0.0018848382,0.0005266094,0.012961228,-0.01919382,-0.001759001,-0.004417027,0.0144270025,-0.022891354,-0.014759434,0.007251524,0.013669684,0.019497924,-0.00837104,-0.014280714,-0.009578991,-0.004355156,-0.003955733,0.0095316805,-0.01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