基于云資源的青藏高原科考數據收集與傳輸平臺設計與實現
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第二次青藏高原綜合科學考察研究項目(2019QZKK0105)和國家自然科學基金項目 (41775036、42030611)資助


Design and Implementation of Data Collection and Transmission Platform for Qinghai Tibet Plateau Scientific Research Based on Cloud Resources
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    摘要:

    受限于地理環境、通信條件及人員保障能力,青藏高原科學考察數據無法通過現有氣象通信系統進行收集和傳輸,這一直是困擾著氣象科研工作者的難題。本文依托電信運營商的公有云資源建立科考數據匯集與傳輸平臺,在西藏墨脫地區開展了大量科考觀測數據的收集和傳輸工作。該平臺采用高并發數據獲取和分布式并行處理框架,實現在單臺服務器上數據收集、處理、分發、監控等多個應用的持續有序工作,并結合科考儀器特點對數據進行有針對性的監控和歸檔服務。同時,還設計實現了輕量化的數據上傳客戶端,解決布設于野外的科考觀測設備的數據采集問題。該平臺的設計可應用于其他地區的科考觀測數據收集和傳輸工作中。

    Abstract:

    Limited by the geographical environment, communication conditions, and personnel support capacity, the scientific investigation data of the Qinghai-Tibet Plateau cannot be collected and transmitted through the existing meteorological communication system. This has been a challenging problem for meteorological researchers. Relying on the public cloud resources of telecom operators, the author has established a scientific research data collection and transmission platform and is carrying out a significant amount of scientific research observation data collection and transmission work in Motuo, Tibet. The platform utilizes a high-concurrency data acquisition and distributed parallel processing framework to achieve continuous and orderly work of data collection, processing, distribution, monitoring, and other applications on a single server. It also provides targeted monitoring and archiving services for data in combination with the characteristics of scientific research instruments. Additionally, the author has designed and implemented a lightweight data upload client to address the data acquisition problem of scientific observation equipment deployed in the field. The platform’s design can be applied to the collection and transmission of scientific observation data in other regions.

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王懷樂,劉然,馬明,賀俊彥,王濤.基于云資源的青藏高原科考數據收集與傳輸平臺設計與實現[J].氣象科技,2023,51(5):648~657

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  • 收稿日期:2022-06-29
  • 定稿日期:2023-06-25
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  • 在線發布日期: 2023-11-01
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