Bee Acoustic Dataset with Environmental Parameters

IntelliBee Acoustic Dataset IntelliBee Acoustic Dataset is a multimodal collection of environmental measurements recorded from multiple beehives, designed to support data-driven analysis of hive conditions and behavior for the IntelliBee Project. The dataset contains synchronized in-hive and ambient temperature and humidity readings, enabling comparative studies between internal hive dynamics and external environmental factors. Data were collected from multiple hives (Hive 1 and Hive 2) under real-world conditions.Each record includes, Inside Temperature (°C) – temperature within the hive Outside Temperature (°C) – surrounding environmental temperature Inside Humidity (%) – relative humidity within the hive Outside Humidity (%) – ambient relative humidity Hive Identifier – label indicating the source hive The dataset consists of 680 observations, with temperature values ranging approximately from 24°C to 39°C and humidity levels spanning ~55% to 100%, capturing a wide range of environmental conditions. Purpose and Applications This dataset is intended to facilitate research and development in, Automated hive monitoring systems Bee behavior and environmental interaction analysis Anomaly detection in hive conditions Time-series modeling of environmental dynamics Multimodal machine learning applications in precision agriculture Notes The dataset reflects real-world sensor readings, which may include natural noise and variability. No explicit labels (e.g., bee activity states or anomalies) are provided, making it suitable for unsupervised and self-supervised learning approaches.