precision agriculture IoT Dataset Records

University

Agriculture Feb 13, 2026

MuST-C: Multi-Sensor Crop Phenotyping Dataset

MuST-C is a multi-sensor agricultural dataset for in-field phenotyping, covering six crop species with RGB, LiDAR, and multispectral data to automate large-scale growth monitoring.

#Precision Agriculture #LiDAR #Bonn University #Phenotyping +1 more

View Dataset

Mendeley Data

Smart Agriculture IoT Jan 31, 2026

Smart Irrigation System for Rice Farming - AI-IoT-Based SDIS Dataset

AI-IoT-based Smart Drip Irrigation System (SDIS) dataset specifically designed for rice plants considering local agronomic characteristics, featuring soil moisture, weather data, and irrigation control decisions for precision agriculture.

#smart irrigation #rice farming #precision agriculture #AI +5 more

View Dataset

Mendeley Data

Smart Horticulture IoT Jan 31, 2026

Utilization of IoT in the Horticulture Sector: Innovative Solutions for Agriculture Support

Dataset documenting IoT sensor deployments in horticulture operations including greenhouse monitoring, fruit/vegetable cultivation parameters, and automated control systems for temperature, humidity, light, and nutrient delivery.

#horticulture #greenhouse #IoT #precision agriculture +4 more

View Dataset

Kaggle

Smart Home Jan 29, 2026

Dataset on Irrigation for Tomato – Real-Time IoT Sensors for Smart Drip Irrigation

Real-time sensor data for automated underground drip irrigation of tomato crops, including soil moisture, NPK (N, P, K), temperature, humidity, pressure, wind speed, and solar radiation collected via Edge IoT.[page:2][web:238]

#Mendeley Data #smart irrigation #tomato #soil moisture +4 more

View Dataset

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

View Dataset

Kaggle

Agriculture IoT Jan 14, 2026

Smart Agriculture IoT Sensor Dataset

Comprehensive IoT sensor data from smart farming systems. Includes soil moisture, temperature, humidity, NPK levels, and weather conditions for precision agriculture and crop yield optimization.

#precision agriculture #crop monitoring #soil sensors #weather data +3 more

View Dataset

Kaggle

Agriculture Jan 12, 2026

Smart Farming Data 2024 (SF24) - California Farms

Comprehensive 2024 agricultural data from California farms tracking environmental, soil, and crop metrics for predictive modeling.

#precision agriculture #crop monitoring #soil fertility #NPK sensors +1 more

View Dataset