行政院環境保護署 環保專案成果報告查詢系統

EPA074109028

109

11,800 千元

數位建設-建構開放政府及智慧城鄉服務

2020/04/22

2021/03/10

邱泊寰

監資處

王士榮;江家慧

卡米爾股份有限公司

環境資訊系統

空氣網(aiR網)、地理資訊系統、物聯網、大數據、人工智慧、AQI預測

Geographic Information System, Internet of Things, Big Data, Artificial Intelligence, Air Quality Forecast

蕭大智

盧怡婷

03-5727778#

ytlu@cameo.tw

本計畫以Web-GIS平台建置，提供環保署整合性環境感測管理及決策支援，也提供感測器建置相關縣市之環保稽查功能，以及一般民眾全臺灣PM2.5即時數據查詢需求，分眾提供感測資訊監控與管理、公眾應用服務與查詢及決策支援與分析所需資訊服務及功能。 計畫中包含整合異質資料、強化演算法偵測感測器時空異常現象，以及精進AQI未來12小時預測AI演算模型等，利用雲端運算技術，不斷精進系統效能，提供穩定完整的資料品質供查詢及各項加值服務。此外，配合環保署環境感測數據儲存中心，因應相關基礎軟硬體設施與新興服務趨勢，導入智慧環境決策應用所需軟體工具或技術。 透過機器學習、人機互動、資料視覺化、大數據運算等技術建立更多智慧化應用，輔助決策分析應用，強化政府數位治理、智慧稽查之能力，並擴大環境感測分析數據相關公開服務，並善用民眾群眾力量，提升環境治理及公眾服務品質。期能透過本計畫多元廣泛工作項提供環保署一創新整合式服務，邁向智慧環境治理的下一階段。

空氣網(aiR網)、地理資訊系統、物聯網、大數據、人工智慧、AQI預測

EPA074109028.pdf

87MB

結案報告

2021/4/30 上午 12:00:00

This project is built based on Web-GIS, which provides Environmental Protection Administration to integrate environmental IoT sensors management and support decision making, and to assist environmental inspection for local environmental protection bureaus where IoT sensors are distributed. And it’s also open to the public for checking PM2.5 real-time data. Overall, it meets different requirements for users from different categories in the sensor data of management supervision and also in public service and information for supportive decision systems. The project includes the integration of heterogeneous data, enhanced algorithms to detect spatio-temporal anomalies in sensors, and advancement of the AQI prediction AI algorithm model for the next 12 hours, etc., using cloud computing technology to continuously improve system performance, and provide stable and complete data quality for inquiries and The best value-added service. Through machine learning, human-computer interaction, data visualization, big data computing and other technologies to build more intelligent applications, assist decision-making analysis applications, strengthen the government's digital governance, intelligent inspection capabilities, and expand the public services related to environmental sensing analysis data, It is hoped that through the diversified and wide-ranging work items of this project, it can provide an innovative and integrated service of the Environmental Protection Agency and move towards the next stage of smart environmental governance.

Geographic Information System, Internet of Things, Big Data, Artificial Intelligence, Air Quality Forecast