Kaiyu Guan

University of Illinois Urbana-Champaign

I am a Levenick Endowed Professor in agroecosystem sensing and modeling at UIUC, a Blue-Waters Professor in Supercomputing at UIUC-NCSA, a University Scholar of the University of Illinois System, the Founding Director of Agroecosystem Sustainability Center (ASC) at UIUC, and also the Chief Scientist of the NASA Acres Consortium - representing NASA's flagship program in advancing US agriculture research. My major affiliations at UIUC are with the Department of Natural Resources and Environmental Sciences (NRES), Siebel School of Computing and Data Sciences (CS), College of Agricultural, Consumer and Environmental Sciences (ACES), Institute for Sustainability, Energy, and Environment (iSEE), and National Center for Supercomputing Applications (NCSA). My research group uses advanced process models, satellite sensing technology, fieldwork, and artificial intelligence to address how climate and human practices affect crop productivity, water resource, ecosystem functioning, and environmental sustainability. We have keen interests in applying our knowledge and skills in solving real-life problems, such as large-scale crop monitoring and forecasting, quantification of greenhouse gas emission, agricultural policy design, water management and sustainability, and global food security. My name ("Kaiyu" - "开宇") was given by my grandpa, and it carries his sincere hope that I could be an astronaut to explore and discover the universe.

Mission Statement: We aim to bring domain knowledge (i.e. Earth system science, hydrology, plant physiology, biogeochemistry, ecology, agricultural science), satellite data, supercomputing, and machine learning together to revolutionize the agricultural research, such that we can observe every crop field in real-time, monitor crop growth condition, water demands, and nutrient needs, forecast crop yield, risks and environmental impacts (e.g. greenhouse gas emission, soil carbon change), and provide farmers our solutions to best manage their fields as well as policy-makers improved agricultural policy design, across the U.S. and Worldwide. We strive to achieve co-sustainability of environment quality and food security.

Other Links: LinkedIn | Google Scholar | ASC

Research Interests:
Agroecosystem Modeling, Cross-scale Remote Sensing (ground/airborne/satellite), Model-Data Fusion, Terrestrial Carbon Cycle, Biogeochemistry, Climate Change Mitigation and Adaptation, Agroecosystem Forecasting, Artificial Intelligence, Science-to-Policy, Science-to-Practical Solutions.

Hiring

For Prospective Students: I recruit PhDs and Masters students from the following programs@UIUC:

PhDs: NRES, PEEC, Informatics
Masters&PhDs: Computer Science

Recruitment: We are recruiting Research Scientists, Postdocs, & PhD Students on Ecosystem Modeling and Remote Sensing. See details here.

Talks

News

Publications (Google Scholar)

Our group's research portfolio includes the following three major categories with six specific areas (see below). Our group develops holistic solutions from sensing and monitoring, to modeling and quantification, for agricultural management practices, crop/feedstock carbon and GHG, and environmental conditions. The unique strength and innovation of our research group is the systematic thinking to integrate sensing (from satellite, airborne and ground sensing) with process models and AI to infer holistic agroecosystem dynamics, from aboveground to belowground conditions, covering the coupled water, carbon, nitrogen and energy cycles.

(* indicates corresponding authorship, bold italics underline indicates group members at Guan's group)

Peer-Reviewed Publications: Google Scholar