Nature IoT Dataset Records

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Agriculture Feb 13, 2026

CropClimateX: Multi-modal US Agriculture Monitoring

CropClimateX 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.

#Climate Change #Satellite Imagery #Big Data #Yield Prediction +1 more

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Kaggle

Smart Home Feb 04, 2026

GAITEX: Human motion dataset of impaired gait and rehabilitation exercises using inertial and optical sensors

GAITEX is a comprehensive multimodal human motion dataset capturing impaired gait and rehabilitation exercises using nine wearable IMUs and optical motion capture systems, designed for biomechanical analysis and rehabilitation monitoring.

#GAITEX #IMU #motion capture #human gait +5 more

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Kaggle

Smart Home Feb 03, 2026

SHEERM: Sustainable Household Energy and Environment Resources Management with Time-Series

A real-world household dataset from 13 residential properties in Portugal over nearly three years, with 15-minute resolution measurements of electrical load, solar PV generation, weather parameters, and electricity market prices, published in Nature Scientific Data.

#SHEERM #household energy #solar PV #renewable energy +6 more

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Kaggle

Smart Home Jan 31, 2026

FoG-STAR: Multi-Level Annotated Sensor Dataset of Gait Freezing Episodes in Parkinson's Disease (Nature 2026)

Wearable IMU dataset from 22 Parkinson's disease patients performing standardized motor tasks, with four inertial sensors (ankles, wrist, lower back) capturing freezing of gait (FoG) episodes, designed for algorithm development and clinical gait analysis.

#Parkinson's disease #freezing of gait #wearable #IMU +6 more

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Kaggle

Smart Home Jan 31, 2026

Wearable Interactive Full-Body Motion Tracking and Haptic Feedback System Dataset (Nature Communications 2025)

Dataset from wearable system integrating triaxial accelerometers with flexible haptic actuators for real-time body motion sensing and synchronized vibration feedback, including ML-classified motion data from diverse body placements for VR/AR and remote communication applications.

#wearable #haptic feedback #motion tracking #VR +5 more

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Kaggle

Smart Home Jan 30, 2026

Wearable HRV and Sleep Dataset with Mental Health Assessments (Nature Scientific Data 2025)

Continuous 4-week wearable dataset from 49 participants with smartwatch-based heart rate variability (HRV), motion sensors, daily sleep diaries, and biweekly clinical assessments of depression, anxiety, and insomnia for mental health research.

#wearable #HRV #heart rate variability #sleep +8 more

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Research Paper

Agriculture Jan 24, 2026

IoT-Integrated Robotic Plant Disease Detection Dataset

Novel dataset combining IoT environmental sensors with robotic vision for automated plant disease detection. Published in Nature Scientific Reports January 2026. Features leaf images, environmental parameters, and deep learning disease classification with 98.9% accuracy.

#agriculture #plant disease detection #robotics #computer vision +6 more

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Research Paper

Cybersecurity Jan 24, 2026

Federated IoT Intrusion Detection Dataset - Privacy-Preserving Security

Dataset for evaluating federated learning approaches to IoT intrusion detection published in Nature Scientific Reports January 2026. Features distributed network traffic from multiple IoT deployments with privacy constraints and decentralized learning evaluation metrics.

#federated learning #IoT security #intrusion detection #privacy-preserving +6 more

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Nature IoT Dataset Records | IoTDataset.com