Kaiyu Guan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Spatio Temporally

Hyperspectral Data

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Albert J. Zhai, Yuan Shen, Emily Y. Chen, Gloria X. Wang, Xinlei Wang, Sheng Wang, Kaiyu Guan, Shenlong Wang
Physical Property Understanding from Language-Embedded Feature Fields. CoRR (2024)
Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects. CoRR (2024)
Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects. NeurIPS (2023)
Qu Zhou, Sheng Wang, Kaiyu Guan
Advancing Airborne Hyperspectral Data Processing and Applications for Sustainable Agriculture Using RTM-Based Machine Learning. IGARSS (2023)
Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai
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. 15 (1) (2023)
Dingsu Wang, Yuchen Yan, Ruizhong Qiu, Yada Zhu, Kaiyu Guan, Andrew J. Margenot, Hanghang Tong
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders. CoRR (2023)
Dingsu Wang, Yuchen Yan, Ruizhong Qiu, Yada Zhu, Kaiyu Guan, Andrew Margenot, Hanghang Tong
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders. KDD (2023)
Jun Wu, Elizabeth A. Ainsworth, Sheng Wang, Kaiyu Guan, Jingrui He
Adaptive Transfer Learning for Plant Phenotyping. CoRR (2022)
Maxwell Jong, Kaiyu Guan, Sibo Wang, Yizhi Huang, Bin Peng
Improving field boundary delineation in ResUNets via adversarial deep learning. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Jun Wu, Jingrui He, Sheng Wang, Kaiyu Guan, Elizabeth A. Ainsworth
Distribution-Informed Neural Networks for Domain Adaptation Regression. NeurIPS (2022)
Baoyu Jing, Si Zhang, Yada Zhu, Bin Peng, Kaiyu Guan, Andrew Margenot, Hanghang Tong
Retrieval Based Time Series Forecasting. CoRR (2022)
Tianfang Xu, Kaiyu Guan, Bin Peng, Shiqi Wei, Lei Zhao
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. 4 (2021)
Kaiyuan Li, Kaiyu Guan, Chongya Jiang, Sheng Wang, Bin Peng, Yaping Cai
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. 14 (2021)
Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai
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. 13 (9) (2021)
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
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 105 (2021)
Yun Gao, Songhan Wang, Kaiyu Guan, Aleksandra Wolanin, Liangzhi You, Weimin Ju, Yongguang Zhang
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. 12 (7) (2020)
Robert F. Paul, Yaping Cai, Bin Peng, Wendy H. Yang, Kaiyu Guan, Evan H. DeLucia
Spatiotemporal Derivation of Intermittent Ponding in a Maize-Soybean Landscape from Planet Labs CubeSat Images. Remote. Sens. 12 (12) (2020)
Yunan Luo, Kaiyu Guan, Jian Peng, Sibo Wang, Yizhi Huang
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. 12 (19) (2020)
Bin Peng, Kaiyu Guan, Wang Zhou, Chongya Jiang, Christian Frankenberg, Ying Sun, Liyin He, Philipp Köhler
Assessing the benefit of satellite-based Solar-Induced Chlorophyll Fluorescence in crop yield prediction. Int. J. Appl. Earth Obs. Geoinformation 90 (2020)
Yaping Cai, Kaiyu Guan, Emerson Nafziger, Girish Chowdhary, Bin Peng, Zhenong Jin, Shaowen Wang, Sibo Wang
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. 12 (12) (2019)
Ke Xu, Kaiyu Guan, Jian Peng, Yunan Luo, Sibo Wang
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network. CoRR (2019)
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
Imaging Spectrometry and Fluorometry in Support of Flex: What Can We Learn from Multi-Scale Experiments? IGARSS (2018)
Xi Yang, Hanyu Shi, Atticus Stovall, Kaiyu Guan, Guofang Miao, Yongguang Zhang, Yao Zhang, Xiangming Xiao, Youngryel Ryu, Jung-Eun Lee
FluoSpec 2 - An Automated Field Spectroscopy System to Monitor Canopy Solar-Induced Fluorescence. Sensors 18 (7) (2018)
Kaiyu Guan, Zhan Li, Lakshman Nagraj Rao, Feng Gao, Donghui Xie, Ngo The Hien, Zhenzhong Zeng
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. 11 (7) (2018)
Nima Madani, John S. Kimball, Lucas A. Jones, Nicholas C. Parazoo, Kaiyu Guan
Global Analysis of Bioclimatic Controls on Ecosystem Productivity Using Satellite Observations of Solar-Induced Chlorophyll Fluorescence. Remote. Sens. 9 (6) (2017)
Kaiyu Guan, David Medvigy, Eric F. Wood, Kelly K. Caylor, Shi Li, Su-Jong Jeong
Deriving Vegetation Phenological Time and Trajectory Information Over Africa Using SEVIRI Daily LAI. IEEE Trans. Geosci. Remote. Sens. 52 (2) (2014)