地質(zhì)災(zāi)害氣象風(fēng)險預(yù)警實時檢驗客觀工具關(guān)鍵技術(shù)及應(yīng)用
DOI:
作者:
作者單位:

作者簡介:

通訊作者:

中圖分類號:

基金項目:

國家重點研發(fā)計劃(2018YFC1507505、2018YFC1507205和2018YFC1508102)、國家自然科學(xué)基金項目(41775111)、中國氣象局創(chuàng)新發(fā)展專項(CXFZ2021Z033)共同資助


Development of a Real-Time Verification Objective Tool for Meteorological Risk Warning to Geological Hazards
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪問統(tǒng)計
  • |
  • 參考文獻(xiàn)
  • |
  • 相似文獻(xiàn)
  • |
  • 引證文獻(xiàn)
  • |
  • 資源附件
  • |
  • 文章評論
    摘要:

    中國氣象局災(zāi)害管理系統(tǒng)中地質(zhì)災(zāi)害關(guān)鍵詞和災(zāi)害發(fā)生時間具有多種組織結(jié)構(gòu)的信息特征,災(zāi)害信息分析依賴于人工,不利于地質(zhì)災(zāi)害氣象風(fēng)險預(yù)警檢驗的實時性和客觀化。本文結(jié)合災(zāi)情信息特征和中文自然語言處理軟件包Jieba研發(fā)了地質(zhì)災(zāi)害多元災(zāi)情信息智能分析技術(shù),開發(fā)了地質(zhì)災(zāi)害氣象風(fēng)險預(yù)警實時檢驗客觀工具。檢驗工具集成了多元災(zāi)害信息智能分析,業(yè)務(wù)檢驗方法為主檢驗主客觀預(yù)警,檢驗結(jié)果產(chǎn)品自動化輸出等功能,可實現(xiàn)預(yù)警檢驗全部流程。2015—2019年地質(zhì)災(zāi)害氣象風(fēng)險預(yù)警檢驗應(yīng)用表明,實時檢驗客觀工具提取災(zāi)害信息準(zhǔn)確率達(dá)到97%,檢驗效率高,實時性和集成化優(yōu)勢明顯。

    Abstract:

    The hazard information was collected manually for keywords and the occurrence time of geological hazards in the hazard management system of the Chinese Meteorological Administration, which have multiple organization structures in information characteristics and are thus adverse to the realtime property and objectivity of verification for meteorological risk warning to geological hazard. In this study, an objective technique of intelligent analysis for multiple information of geological hazards by computer and a realtime verification objective tool for meteorological risk warning to geological hazard are developed based on the characteristic analysis of hazard reports and a natural language processing software named Jieba. This objective tool can accomplish all the processes of verification by integrating functions of hazard information analysis, verification to objective and subjective meteorological risk warning to geological hazards, and output verification result products automatically. Verification for meteorological risk warning to geological hazards from 2015 to 2019 shows that the objective tool has an accuracy rate of 97% in gathering hazard information, higher efficiency in analyzing hazards and verifying meteorological risk warning, which has obvious advantages of real time and integration compared with similar tools.

    參考文獻(xiàn)
    相似文獻(xiàn)
    引證文獻(xiàn)
引用本文

楊寅,包紅軍,徐成鵬.地質(zhì)災(zāi)害氣象風(fēng)險預(yù)警實時檢驗客觀工具關(guān)鍵技術(shù)及應(yīng)用[J].氣象科技,2021,49(2):291~296

復(fù)制
分享
文章指標(biāo)
  • 點擊次數(shù):
  • 下載次數(shù):
  • HTML閱讀次數(shù):
  • 引用次數(shù):
歷史
  • 收稿日期:2020-04-10
  • 定稿日期:2020-09-07
  • 錄用日期:
  • 在線發(fā)布日期: 2021-04-25
  • 出版日期:
您是第位訪問者
技術(shù)支持:北京勤云科技發(fā)展有限公司
固安县| 聊城市| 伊春市| 贡觉县| 双辽市| 开鲁县| 靖边县| 罗甸县| 永丰县| 水富县| 桐梓县| 舟曲县| 新沂市| 高清| 萨嘎县| 波密县| 西平县| 铜陵市| 乐昌市| 江山市| 平乐县| 象州县| 来宾市| 斗六市| 德令哈市| 江川县| 丰镇市| 马尔康县| 长治市| 宁化县| 杭锦旗| 思茅市| 曲松县| 建昌县| 郸城县| 聊城市| 永昌县| 荃湾区| 泸州市| 阿克| 滕州市|