Data Analytics Solution of the Year” 2026 in Agtech Breakthrough Awards 2026
Agriculture consumes about 70% of global freshwater, and pairing smart irrigation with AI can cut farm water use by as much as 30% without reducing yields, according to Floyid Nicolas, Assistant Professor of Agricultural Water Management at Oregon State University. Below, he explains the technology, the barriers to adoption, and the water pressures facing farmers. From the small farming fields of Haiti to leading advanced smart irrigation system for farming research in the U.S., Floyid Nicolas’s journey is a powerful example of how science and community can come together to build a more sustainable agricultural future.
Now serving as an Assistant Professor of Agricultural Water Management at Oregon State University, Nicolas combines deep technical knowledge with a grassroots understanding of farming. His work focuses on Smart Irrigation in Agriculture, water-use efficiency, and decision-support tools that help both farmers and policymakers make smarter choices.
Through his research, outreach, and field-level engagement, he is reshaping how water is managed in agriculture one model, one farmer, and one data point at a time.
AgriERP: How did your journey in agriculture begin, and what do you focus on today?
Floyid Nicolas: I grew up in a rural farming area in Haiti, where agriculture looked very different from what you see in the U.S. It was hands-on, small-scale, and driven by necessity. That early experience shaped my understanding of farming and eventually led me to agricultural engineering.
After earning my bachelor’s in Haiti, I worked with NGOs and the Ministry of Agriculture as a GIS and site engineer. Then I moved to the U.S., where I earned a master’s degree in Agricultural and Biological Engineering in Florida. There, I focused on modeling the impacts of climate change on rice yields in Haiti and identifying possible adaptation strategies.
I later completed my PhD at UC Davis, where I worked on combined field experiments and modeling to study irrigation efficiency, nitrate leaching, and groundwater sustainability. The goal was to build tools that didn’t just exist in research papers but that growers could use.
AgriERP: What role do AI and emerging tech play in irrigation today?
Floyid Nicolas: Agriculture consumes about 70% of global freshwater. If we’re serious about sustainability, we must be smart about using Smart Irrigation with AI. That’s where technology comes in.
We’re now using soil moisture sensors, remote sensing, and even large language models (LLMs) to make smart water management in agriculture more precise. For example, an LLM can help a grower plan irrigation by analyzing field size, soil type, location, and historical evapotranspiration data.
In California, we ran a project where weekly data from leaf area sensors and soil moisture readings were fed into a crop model. It predicted how much water to apply, and we managed to reduce water use by 30% while maintaining the same crop yield.
AI is not just a buzzword. When used right, it helps farmers grow more with less.
Environmental Impact and Climate Pressures
With population growth and climate volatility, fresh water is under increasing pressure. Nicolas points out that poor water practices and unregulated groundwater pumping have already caused serious issues in places like the Central Valley and Kansas.
Regulations like California’s Sustainable Groundwater Management Act (SGMA) are pushing farmers to adopt better practices. That’s where Nicolas’s tools and research come in, helping them adapt while still running viable businesses.
AgriERP: What’s the biggest challenge in getting farmers to adopt these tools?
Floyid Nicolas: Adoption isn’t the issue; accessibility is. Farmers want tools that work and are easy to use. The key is outreach and co-creation.
We need to organize workshops, simplify access to resources, and most importantly, work directly with farmers to understand their needs. When they help shape the tools, they’re more likely to use them.
We also need to offer incentives. Sometimes it’s not about resistance, it’s about making the risk of change worth it. Incentives help reduce that risk.
AgriERP: Looking toward 2025, what trends are you most concerned or excited about?
Floyid Nicolas: There are a few key challenges:
- Climate change is shifting all the parameters. Less snowpack, less rain, and less water allocation for farmers.
- Industrial water demand is rising, especially with data centers and energy production, which compete for the same resources.
- Regulatory pressure is increasing, and some farmers, especially small ones, are struggling to stay in business.
But there’s hope. Tools like agrivoltaics solar panels on farms not only generate electricity but also protect soil health. We’re also working with interdisciplinary teams of engineers, anthropologists, and hydrologists to bring holistic solutions to water management.
The future will require precision, collaboration, and a global perspective.
