Research output per year
Research output per year
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 environmental impacts of farming/grazing (e.g. greenhouse gas emission), agricultural policy design, water management and sustainability, and global food security.
More information can be found at: http://faculty.nres.illinois.edu/~kaiyuguan/.
Recruitment: We are recruiting Research Scientists, Postdocs, & PhD Students on Ecosystem Modeling and Remote Sensing. See details at our website. For Prospective Students: I recruit PhDs and Masters students from the following programs@UIUC:
PhDs: NRES, PEEC, Informatics
Masters&PhDs: Computer Science
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Wang, S. (Creator), Guan, K. (Creator), Wang, Z. (Creator), Ainsworth, E. (Creator), Zheng, T. (Creator), Townsend, P. (Creator), Li, K. (Creator), Moller, C. (Creator), Wu, G. (Creator) & Jiang, C. (Creator), University of Illinois Urbana-Champaign, Sep 29 2025
DOI: 10.13012/B2IDB-2124827_V1
Dataset
Miao, G. (Creator) & Guan, K. (Creator), University of Illinois Urbana-Champaign, Jan 13 2018
DOI: 10.13012/B2IDB-1329706_V1
Dataset
Miao, G. (Creator) & Guan, K. (Creator), University of Illinois Urbana-Champaign, Jan 28 2020
DOI: 10.13012/B2IDB-5893373_V1
Dataset
Qin, Z. (Creator) & Guan, K. (Creator), University of Illinois Urbana-Champaign, Feb 7 2023
DOI: 10.13012/B2IDB-4013912_V1
Dataset
Guan, K., Hoffmann, A. F., Jain, A., Lawson, T., Ort, D. R., Roberts, B. W., Sun, J., Zhao, B., Zhao, H. & Zhao, L.
11/14/25
1 Media contribution
Press/Media: Press / Media
Guan, K., Hoffmann, A. F., Jain, A., Long, S. P. & Roberts, B. W.
11/19/24
1 Media contribution
Press/Media: Press / Media
9/27/23
1 Media contribution
Press/Media: Research
Bowen, M. L., Leal, C., Diao, Y., Ogolsky, B. G. & Guan, K.
6/7/23
1 Media contribution
Press/Media: Press / Media
Ainsworth, E., Roberts, B. W., Ort, D. R., Jain, A., van der Zande, A., Guan, K., Lewis, J. A. & Hoffmann, A. F.
11/15/22
1 Media contribution
Press/Media: Press / Media
Guan, K. (Recipient), 2016
Prize: Prize/Award