AirIoT: IoT-Based Air Pollution Monitoring Dataset
AirIoT is an open-access dataset for IoT-based air pollution monitoring, featuring real-time sensor readings for PM2.5, PM10, temperature, and humidity from urban deployments.
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AirIoT is an open-access dataset for IoT-based air pollution monitoring, featuring real-time sensor readings for PM2.5, PM10, temperature, and humidity from urban deployments.
View DatasetCropClimateX integrates satellite imagery, weather, and soil data across 1,527 US counties, enabling multi-task learning for yield prediction and climate impact analysis in agriculture.
View DatasetPublic (anonymized) predictive maintenance datasets from Huawei Munich Research Center for elevator industry; operation time series sampled at 4Hz (16:30–23:30) using electromechanical sensors, humidity, and vibration.
View DatasetIndustry-standard dataset for prognostics research with simulated run-to-failure data from 100 turbofan engines including 21 sensor readings and remaining useful life (RUL) labels for predictive maintenance algorithms.
View DatasetReal-time traffic telemetry from inductive loop sensors on urban highways. Includes vehicle count, speed, and lane occupancy.
View DatasetTelemetry from smart plugs monitoring individual household appliances. Used for identifying energy-hungry devices and predictive load balancing.
View DatasetSimulated data for analyzing the stability of smart grids under the Decentral Smart Grid Control (DSGC) concept. Classifies grid state as stable or unstable.
View DatasetReal-world data from a metro train's Air Production Unit (APU), capturing pressure, temperature, and motor current to predict component failures.
View DatasetBody motion and vital signs recordings from volunteers performing physical activities, used for human behavior analysis and health monitoring.
View DatasetLargest publicly available multi-city traffic dataset with 23,541 stationary detectors across 40 cities worldwide. Rich source for traffic dynamics research and urban mobility studies.
View DatasetIndustrial equipment sensor data with real-time measurements for predictive maintenance and decision support. Combines temperature, vibration, pressure readings with maintenance costs and failure probability scores.
View DatasetHigh-resolution traffic flow data from 470 sensors across Glasgow covering 4 years (Oct 2019 - Sep 2023). Captures traffic patterns during COVID-19 pandemic with 15-minute intervals.
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