Kaiyu Guan

Kaiyu Guan

University of Illinois at Urbana-Champaign

H-index: 56

North America-United States

About Kaiyu Guan

Kaiyu Guan, With an exceptional h-index of 56 and a recent h-index of 53 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of agroecosystem modeling, remote sensing, carbon cycle, ecohydrology, biogeochemistry.

His recent articles reflect a diverse array of research interests and contributions to the field:

Plant physiological control of tropospheric ozone dry deposition over a maize agricultural field

Solar-induced chlorophyll fluorescence captures the effects of elevated ozone on canopy structure and acceleration of senescence in soybean

Ground far-red sun-induced chlorophyll fluorescence and vegetation indices in the US Midwestern agroecosystems

The impacts of rising vapour pressure deficit in natural and managed ecosystems

Simulation of soil temperature under maize: An inter-comparison among 33 maize models

Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects

Within‐field soil moisture variability and time‐invariant spatial structures of agricultural fields in the US Midwest

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems

Kaiyu Guan Information

University

Position

Blue Waters Professor

Citations(all)

10524

Citations(since 2020)

9109

Cited By

4019

hIndex(all)

56

hIndex(since 2020)

53

i10Index(all)

123

i10Index(since 2020)

120

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Kaiyu Guan Skills & Research Interests

agroecosystem modeling

remote sensing

carbon cycle

ecohydrology

biogeochemistry

Top articles of Kaiyu Guan

Title

Journal

Author(s)

Publication Date

Plant physiological control of tropospheric ozone dry deposition over a maize agricultural field

Anam Khan

Reem Hannun

Lun Gao

Carl Bernacchi

Kaiyu Guan

...

2024/3/7

Solar-induced chlorophyll fluorescence captures the effects of elevated ozone on canopy structure and acceleration of senescence in soybean

Journal of experimental botany

Genghong Wu

Kaiyu Guan

Elizabeth A Ainsworth

Duncan G Martin

Hyungsuk Kimm

...

2024/1/1

Ground far-red sun-induced chlorophyll fluorescence and vegetation indices in the US Midwestern agroecosystems

Scientific Data

Genghong Wu

Kaiyu Guan

Hyungsuk Kimm

Guofang Miao

Xi Yang

...

2024/2/22

The impacts of rising vapour pressure deficit in natural and managed ecosystems

Plant, Cell & Environment

Kimberly A Novick

Darren L Ficklin

Charlotte Grossiord

Alexandra G Konings

Jordi Martínez-Vilalta

...

2024/2/13

Simulation of soil temperature under maize: An inter-comparison among 33 maize models

Agricultural and Forest Meteorology

Bruce A Kimball

Kelly R Thorp

Kenneth J Boote

Claudio Stockle

Andrew E Suyker

...

2024/5/15

Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects

arXiv preprint arXiv:2401.05236

Tianhang Cheng

Wei-Chiu Ma

Kaiyu Guan

Antonio Torralba

Shenlong Wang

2024/1/10

Within‐field soil moisture variability and time‐invariant spatial structures of agricultural fields in the US Midwest

Vadose Zone Journal

Yi Yang

Bin Peng

Kaiyu Guan

Ming Pan

Trenton E Franz

...

2024/4/26

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems

Nature Communications

Licheng Liu

Wang Zhou

Kaiyu Guan

Bin Peng

Shaoming Xu

...

2024/1/8

Physical Property Understanding from Language-Embedded Feature Fields

arXiv preprint arXiv:2404.04242

Albert J Zhai

Yuan Shen

Emily Y Chen

Gloria X Wang

Xinlei Wang

...

2024/4/5

A vehicle imaging approach to acquire ground truth data for upscaling to satellite data: A case study for estimating harvesting dates

Remote Sensing of Environment

Chongya Jiang

Kaiyu Guan

Yizhi Huang

Maxwell Jong

2024/1/1

Ecosys Model-Estimated Cropland Carbon Fluxes, Illinois, Indiana, and Iowa, 2001-2018. ORNL DAAC, Oak Ridge, Tennessee, USA

W Zhou

K Guan

B Peng

2023

Towards operational atmospheric correction of airborne hyperspectral imaging spectroscopy: Algorithm evaluation, key parameter analysis, and machine learning emulators

ISPRS Journal of Photogrammetry and Remote Sensing

Qu Zhou

Sheng Wang

Nanfeng Liu

Philip A Townsend

Chongya Jiang

...

2023/2/1

Evaluating seasonal climate forecasts from dynamical models over South America

Journal of Hydrometeorology

Jiaying Zhang

Kaiyu Guan

Rong Fu

Bin Peng

Siyu Zhao

...

2023/4

Knowledge-based Artificial Intelligence for Agroecosystem Carbon Budget and Crop Yield Estimation

Authorea Preprints

LIU Licheng

Wang Zhou

Kaiyu Guan

Bin Peng

Chongya Jiang

...

2023/7/3

Knowns, uncertainties, and challenges in agrivoltaics to sustainably intensify energy and food production

Nuria Gomez-Casanovas

Paul Mwebaze

Madhu Khanna

Bruce Branham

Alson Time

...

2023/8/16

Linking water age, nitrate export regime, and nitrate isotope biogeochemistry in a tile‐drained agricultural field

Water Resources Research

Zhongjie Yu

Yinchao Hu

Lowell E Gentry

Wendy H Yang

Andrew J Margenot

...

2023/12

Airborne hyperspectral imaging of cover crops through radiative transfer process-guided machine learning

Remote Sensing of Environment

Sheng Wang

Kaiyu Guan

Chenhui Zhang

Chongya Jiang

Qu Zhou

...

2023/2/1

Drivers of Cover Crop Adoption in the US Midwest: Peer Effects and Land Ownership

Na Zhang

Madhu Khanna

Shadi S Atallah

Linghui Wu

Qu Zhou

...

2023

SIF and Vegetation Indices in the US Midwestern Agroecosystems, 2016-2021

ORNL DAAC

G Wu

K Guan

H Kimm

G Miao

C Jiang

2023/3/17

A scalable framework for quantifying field-level agricultural carbon outcomes

Kaiyu Guan

Zhenong Jin

Bin Peng

Jinyun Tang

Evan H DeLucia

...

2023/5/29

See List of Professors in Kaiyu Guan University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 110
David Lobell

David Lobell

Stanford University

H-index: 61
Jian Peng

Jian Peng

University of Illinois at Urbana-Champaign

H-index: 59
Ming Pan

Ming Pan

University of California, San Diego

H-index: 53
Kelly Caylor

Kelly Caylor

University of California, Santa Barbara

H-index: 35
Xi Yang

Xi Yang

University of Virginia

H-index: 31
Bin Peng

Bin Peng

University of Illinois at Urbana-Champaign

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