Kaiyu Guan

33 papers A* 4C 2Journal 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-sensor assessment of phenology-based field-level cover cropping detection using satellite vegetation time series from Harmonized Landsat-8 and Sentinel-2, MODIS, and PlanetScope.
Int. J. Appl. Earth Obs. Geoinformation
Qu Zhou, Kaiyu Guan, Sheng Wang, Xiaocui Wu, Samuel Stroebel, James Hipple
2025 J jnl
Addressing Crop Dormancy for Phenology-Based Field-Level Detection of Winter Wheat Planting Dates in the United States.
IEEE Trans. Geosci. Remote. Sens.
Qu Zhou, Kaiyu Guan, Sheng Wang, James Hipple, Zhangliang Chen
2025 J jnl
Demeter: A Parametric Model of Crop Plant Morphology from the Real World.
CoRR
Tianhang Cheng, Albert J. Zhai, Evan Z. Chen, Rui Zhou, Yawen Deng, Zitong Li, Kejie Zhao, Janice Shiu, Qianyu Zhao, Yide Xu, Xinlei Wang, Yuan Shen, Sheng Wang, Lisa Ainsworth, Kaiyu Guan, Shenlong Wang
2025 J jnl
Transfer learning for improved crop yield predictions in a cross-scale pathway: a case study for Brazilian national soybean.
Int. J. Appl. Earth Obs. Geoinformation
Jiaying Zhang, Kaiyu Guan, Zhangliang Chen, Yizhi Huang, Kejie Zhao, Bin Peng, Sheng Wang, Xiaocui Wu, Sibo Wang, Arindam Banerjee, Noemi Vergopolan, Rong Fu, Siyu Zhao, Joana Colussi
2024 J jnl
CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants.
CoRR
Albert J. Zhai, Xinlei Wang, Kaiyuan Li, Zhao Jiang, Junxiong Zhou, Sheng Wang, Zhenong Jin, Kaiyu Guan, Shenlong Wang
2024 J jnl
Evaluation of average leaf inclination angle quantified by indirect optical instruments in crop fields.
Int. J. Appl. Earth Obs. Geoinformation
Kaiyuan Li, Chongya Jiang, Kaiyu Guan, Genghong Wu, Zewei Ma, Ziyi Li
2024 A* conf
Physical Property Understanding from Language-Embedded Feature Fields.
CVPR
Albert J. Zhai, Yuan Shen, Emily Y. Chen, Gloria X. Wang, Xinlei Wang, Sheng Wang, Kaiyu Guan, Shenlong Wang
2024 J jnl
Physical Property Understanding from Language-Embedded Feature Fields.
CoRR
Albert J. Zhai, Yuan Shen, Emily Y. Chen, Gloria X. Wang, Xinlei Wang, Sheng Wang, Kaiyu Guan, Shenlong Wang
2024 J jnl
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects.
CoRR
Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang
2023 C conf
Advancing Airborne Hyperspectral Data Processing and Applications for Sustainable Agriculture Using RTM-Based Machine Learning.
IGARSS
Qu Zhou, Sheng Wang, Kaiyu Guan
2023 J jnl
Correction: Lin et al. Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco. Remote Sens. 2021, 13, 1740.
Remote. Sens.
Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai
2023 A* conf
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders.
KDD
Dingsu Wang, Yuchen Yan, Ruizhong Qiu, Yada Zhu, Kaiyu Guan, Andrew Margenot, Hanghang Tong
2023 J jnl
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders.
CoRR
Dingsu Wang, Yuchen Yan, Ruizhong Qiu, Yada Zhu, Kaiyu Guan, Andrew J. Margenot, Hanghang Tong
2023 A* conf
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects.
NeurIPS
Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang
2022 J jnl
Adaptive Transfer Learning for Plant Phenotyping.
CoRR
Jun Wu, Elizabeth A. Ainsworth, Sheng Wang, Kaiyu Guan, Jingrui He
2022 A* conf
Distribution-Informed Neural Networks for Domain Adaptation Regression.
NeurIPS
Jun Wu, Jingrui He, Sheng Wang, Kaiyu Guan, Elizabeth A. Ainsworth
2022 J jnl
Improving field boundary delineation in ResUNets via adversarial deep learning.
Int. J. Appl. Earth Obs. Geoinformation
Maxwell Jong, Kaiyu Guan, Sibo Wang, Yizhi Huang, Bin Peng
2022 J jnl
Retrieval Based Time Series Forecasting.
CoRR
Baoyu Jing, Si Zhang, Yada Zhu, Bin Peng, Kaiyu Guan, Andrew Margenot, Hanghang Tong
2021 J jnl
Airborne hyperspectral imaging of nitrogen deficiency on crop traits and yield of maize by machine learning and radiative transfer modeling.
Int. J. Appl. Earth Obs. Geoinformation
Sheng Wang, Kaiyu Guan, Zhihui Wang, Elizabeth A. Ainsworth, Ting Zheng, Philip A. Townsend, Nanfeng Liu, Emerson Nafziger, Michael D. Masters, Kaiyuan Li, Genghong Wu, Chongya Jiang
2021 J jnl
Evaluation of Four New Land Surface Temperature (LST) Products in the U.S. Corn Belt: ECOSTRESS, GOES-R, Landsat, and Sentinel-3.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kaiyuan Li, Kaiyu Guan, Chongya Jiang, Sheng Wang, Bin Peng, Yaping Cai
2021 J jnl
Machine Learning-Based Modeling of Spatio-Temporally Varying Responses of Rainfed Corn Yield to Climate, Soil, and Management in the U.S. Corn Belt.
Frontiers Artif. Intell.
Tianfang Xu, Kaiyu Guan, Bin Peng, Shiqi Wei, Lei Zhao
2021 J jnl
Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco.
Remote. Sens.
Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai
2020 J jnl
Assessing the benefit of satellite-based Solar-Induced Chlorophyll Fluorescence in crop yield prediction.
Int. J. Appl. Earth Obs. Geoinformation
Bin Peng, Kaiyu Guan, Wang Zhou, Chongya Jiang, Christian Frankenberg, Ying Sun, Liyin He, Philipp Köhler
2020 J jnl
STAIR 2.0: A Generic and Automatic Algorithm to Fuse Modis, Landsat, and Sentinel-2 to Generate 10 m, Daily, and Cloud-/Gap-Free Surface Reflectance Product.
Remote. Sens.
Yunan Luo, Kaiyu Guan, Jian Peng, Sibo Wang, Yizhi Huang
2020 J jnl
Spatiotemporal Derivation of Intermittent Ponding in a Maize-Soybean Landscape from Planet Labs CubeSat Images.
Remote. Sens.
Robert F. Paul, Yaping Cai, Bin Peng, Wendy H. Yang, Kaiyu Guan, Evan H. DeLucia
2020 J jnl
The Ability of Sun-Induced Chlorophyll Fluorescence From OCO-2 and MODIS-EVI to Monitor Spatial Variations of Soybean and Maize Yields in the Midwestern USA.
Remote. Sens.
Yun Gao, Songhan Wang, Kaiyu Guan, Aleksandra Wolanin, Liangzhi You, Weimin Ju, Yongguang Zhang
2019 J jnl
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network.
CoRR
Ke Xu, Kaiyu Guan, Jian Peng, Yunan Luo, Sibo Wang
2019 J jnl
Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yaping Cai, Kaiyu Guan, Emerson Nafziger, Girish Chowdhary, Bin Peng, Zhenong Jin, Shaowen Wang, Sibo Wang
2018 J jnl
FluoSpec 2 - An Automated Field Spectroscopy System to Monitor Canopy Solar-Induced Fluorescence.
Sensors
Xi Yang, Hanyu Shi, Atticus E. L. Stovall, Kaiyu Guan, Guofang Miao, Yongguang Zhang, Yao Zhang, Xiangming Xiao, Youngryel Ryu, Jung-Eun Lee
2018 C conf
Imaging Spectrometry and Fluorometry in Support of Flex: What Can We Learn from Multi-Scale Experiments?
IGARSS
John A. Gamon, Gabriel Hmimina, Guofang Miao, Kaiyu Guan, Kyle R. Springer, Ran Wang, Rong Yu, Hamed Gholizadeh, Ryan Moore, Elizabeth Walter-Shea, Timothy J. Arkebauer, Andy Suyker, Trenton Franz, Brian D. Wardlow, David Wedin
2018 J jnl
Mapping Paddy Rice Area and Yields Over Thai Binh Province in Viet Nam From MODIS, Landsat, and ALOS-2/PALSAR-2.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kaiyu Guan, Zhan Li, Lakshman Nagraj Rao, Feng Gao, Donghui Xie, Ngo The Hien, Zhenzhong Zeng
2017 J jnl
Global Analysis of Bioclimatic Controls on Ecosystem Productivity Using Satellite Observations of Solar-Induced Chlorophyll Fluorescence.
Remote. Sens.
Nima Madani, John S. Kimball, Lucas A. Jones, Nicholas C. Parazoo, Kaiyu Guan
2014 J jnl
Deriving Vegetation Phenological Time and Trajectory Information Over Africa Using SEVIRI Daily LAI.
IEEE Trans. Geosci. Remote. Sens.
Kaiyu Guan, David Medvigy, Eric F. Wood, Kelly K. Caylor, Shi Li, Su-Jong Jeong