Mendeley Data

Smart City & Urban Sensing Sep 14, 2026

IoT-AED — Edge Acoustic Event Detection Dataset

6,400 mono audio clips in seven event classes for edge acoustic-event research, with a three-field manifest and documented reproducibility limitations.

#iot #acoustic event detection #edge ai #esp32-c6 +3 more

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Mendeley Data

Smart Agriculture Sep 14, 2026

Narrabri Farm IoT Sensor Node Data for Evapotranspiration

366 daily rows with 13 columns from the Narrabri Node-4 workbook, including weather and soil measurements at 20, 40 and 60 cm.

#iot sensors #smart agriculture #soil moisture #evapotranspiration +3 more

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Mendeley Data

Energy & Smart Grid Sep 14, 2026

ESP32 Environmental Sensors and Solar-Voltage Forecasts

15-minute ESP32 environmental and solar-voltage data: 84 training days and 31 validation days in Zapopan, plus a separate Ulm trial; forecasts are one step ahead.

#iot #esp32 #solar energy #photovoltaics +4 more

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Mendeley Data

Smart Agriculture Sep 14, 2026

Summer Jute Environmental IoT Sensor Dataset — Bangladesh

5,235 rows and 10 columns of jute environmental measurements and cultivation context from Dhaka; the released table has no observation timestamp.

#smart agriculture #iot #jute #soil moisture +5 more

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Mendeley Data

Energy & Smart Grid Sep 14, 2026

ESHED-38 — Five-Year Smart Home Energy Dataset

70,718 daily household records with 47 columns: smart-meter energy use for 38 Erbil homes, weather variables and household survey attributes.

#energy #smart meter #smart home #occupancy +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

DisabledHAR — Inclusive Wearable Activity Dataset

396,602 rows and 33 columns of smartphone motion signals and labels; the publisher describes 20 participants with and without mobility disabilities.

#wearable #human activity recognition #disability #smartphone sensors +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

WHAMAP — Multi-IMU Activity and Fatigue Dataset

1,143,070 rows across 80 activity traces from 10 participants; each trace has 78 fields from five IMUs, a smartphone and activity/fatigue metadata.

#wearable #human activity recognition #imu #fatigue +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

WristSense — Wrist-Wear Data for Aggressive-Tendency Research

Wristwatch-derived measurements for researching aggressive tendencies: 40 participants, eight days each within a three-month collection period, with processed and augmented tables.

#wearable #smartwatch #heart rate #blood oxygen +4 more

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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

Room Occupancy Estimation with Seven Wireless Sensor Nodes

10,129 observations with 19 columns, including four sound channels and an occupancy target, from a seven-node indoor sensing installation.

#smart building #occupancy estimation #wireless sensor network #co2 +4 more

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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

Continuous Ambient-Sensor Activity Data from Smart Homes

Continuous smart-home sensor events and activity-recognition representations; UCI reports 13,956,534 instances, with raw and engineered-feature files.

#smart home #ambient sensors #activity recognition #zigbee +4 more

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UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Single-Elder Home Monitoring with Gas and Position Sensors

A single older adult’s home: 416,153 gas/environmental rows plus 28,478 sparse room-motion events, in separate tables with different schemas.

#healthcare #elder care #smart home #gas sensors +5 more

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UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Wearable Sensor Data for Physical Therapy Exercises

Five participants, eight physical-therapy exercises and three execution styles; 275,603 synchronized time points across five wearable sensor units.

#healthcare #physical therapy #wearable sensing #accelerometer +4 more

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