Soil AI Lab
Soil AI Lab

WHO WE ARE The Science of Soil, Powered by AI. THE UNIVERSITY OF FLORIDA SOIL SCIENCE &
AND AI LAB OUR LAB Decisions Defined by Data. CONTACT Algorithm-
Driven
Agriculture.

Through spectral analysis and artificial intelligence, we bridge the gap between the lab and the field.

PUBLICATIONS
THE LAB

Sustainable AgTech Development

We design and develop cutting-edge agricultural technology solutions, from smart sensing prototypes to data analysis platforms, all aimed at fostering sustainable farming practices and environmental stewardship.

AI-Driven Environmental Monitoring

Our research leverages advanced AI and machine learning to create robust monitoring systems that track crucial environmental parameters, enabling proactive management and informed decision-making.

Precision Agriculture & XAI

We specialize in developing precision agriculture methodologies and integrating Explainable AI (XAI) into our models, ensuring transparent, reliable, and actionable insights for optimizing crop health and resource use.

Advanced Spectroscopy & Sensing

Harnessing the power of spectroscopy and integrated sensing systems, we analyze complex datasets from soil, water, and crops, creating customized solutions for detailed characterization and problem detection.
  • Multidimensional Sensing (Field and Satelite)
  • Interpretable AI and Data-Driven Modeling
  • Digital Soil Health Mapping
  • Smart Integrated Sensing Systems
About Us
The Soil AI Lab belongs to the Department of Soil, Water, and Ecosystem Sciences within the University of Florida's Institute of Food and Agricultural Sciences (UF/IFAS), led by Dr. Nikos Tziolas.

We consider ourselves experts in the interdisciplinary fields of Soil Science and Artificial Intelligence (AI) for agricultural and environmental applications.

Our Team

We are an interdisciplinary team of scientists—including soil scientists, computer scientists, engineers, and agriculturists—keen on designing and developing methodologies for sustainable resource management and precision agriculture.

UF’s Department of Soil, Water, and Ecosystem Sciences offers diverse degree programs and conducts research regarding urban, agricultural, and natural ecosystems. With a history of more than a century, the department is recognized for its pivotal contributions to advancing Florida’s agricultural productivity, safeguarding unique ecosystems, and shaping soil and water science practices locally and globally. Graduates are equipped with skills in land management, environmental monitoring, and sustainable resource use—prepared for professional careers and certifications relevant to soil, water, and environmental stewardship.

CROSS-DISCIPLINARY NETWORKS
We collaborate with fellow academics, industry leaders, and technology developers to access diverse datasets, validate our models across varied geographies, and ensure our innovations are rapidly and effectively translated into practical, scalable solutions for global agricultural impact.