遇见数据集

Environmental Impact Dataset of PM10 Concentration and Signal Strength

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Zenodo2024-12-15 更新2026-05-26 收录
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This dataset captures 30 days of environmental data collected from densely populated urban and suburban areas in Thailand. It includes detailed measurements of PM10 air pollutant concentrations (µg/m³) alongside radio signal strength (RSSI in dBm) at 15-minute intervals throughout each day. Supplementary data on temperature (°C), humidity (%), wind speed (km/h), and other network parameters are also provided, enabling an in-depth analysis of how environmental and atmospheric factors interact with signal quality. Data attributes: ü Timestamp: Date and time of data collection at 15-minute intervals. ü Location: Type of area, categorized as urban or suburban. ü Latitude and Longitude: Geospatial coordinates of measurement points. ü PM10 Values (µg/m³): Particulate matter concentrations based on AQI standards. ü AQI Category: Air Quality Index categorization (e.g., Severe, Very Poor). ü Temperature (°C): Recorded ambient temperature. ü Humidity (%): Relative humidity percentage. ü Wind Speed (km/h): Wind speed at the time of data collection. ü RSSI (dBm): Received signal strength indicator in dBm, a key feature for analyzing signal attenuation. ü Transmission Power (dBm): Power of signal transmission. ü Frequency Band (MHz): Network frequency used during data recording. ü Signal Strength: Categorical signal quality (Excellent, Fair). This dataset is valuable for research on the effects of air pollution on wireless signal propagation, and it offers a basis for further sensitivity analysis related to signal degradation under various environmental conditions.

提供机构:
Zenodo
创建时间:
2024-11-02
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