Kaiyu Guan

According to our database, Kaiyu Guan authored at least 23 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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.

Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai

Remote. Sens., January, 2023

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

Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders.

Dingsu Wang, Yuchen Yan, Ruizhong Qiu, Yada Zhu, Kaiyu Guan, Andrew Margenot, Hanghang Tong

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Advancing Airborne Hyperspectral Data Processing and Applications for Sustainable Agriculture Using RTM-Based Machine Learning.

Qu Zhou, Sheng Wang, Kaiyu Guan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Retrieval Based Time Series Forecasting.

Baoyu Jing, Si Zhang, Yada Zhu, Bin Peng, Kaiyu Guan, Andrew Margenot, Hanghang Tong

CoRR, 2022

Adaptive Transfer Learning for Plant Phenotyping.

Jun Wu, Elizabeth A. Ainsworth, Sheng Wang, Kaiyu Guan, Jingrui He

CoRR, 2022

Improving field boundary delineation in ResUNets via adversarial deep learning.

Maxwell Jong, Kaiyu Guan, Sibo Wang, Yizhi Huang, Bin Peng

Int. J. Appl. Earth Obs. Geoinformation, 2022

Distribution-Informed Neural Networks for Domain Adaptation Regression.

Jun Wu, Jingrui He, Sheng Wang, Kaiyu Guan, Elizabeth A. Ainsworth

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Evaluation of Four New Land Surface Temperature (LST) Products in the U.S. Corn Belt: ECOSTRESS, GOES-R, Landsat, and Sentinel-3.

Kaiyuan Li, Kaiyu Guan, Chongya Jiang, Sheng Wang, Bin Peng, Yaping Cai

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco.

Chenxi Lin, Zhenong Jin, David J. Mulla, Rahul Ghosh, Kaiyu Guan, Vipin Kumar, Yaping Cai

Remote. Sens., 2021

Machine Learning-Based Modeling of Spatio-Temporally Varying Responses of Rainfed Corn Yield to Climate, Soil, and Management in the U.S. Corn Belt.

Tianfang Xu, Kaiyu Guan, Bin Peng, Shiqi Wei, Lei Zhao

Frontiers Artif. Intell., 2021

Airborne hyperspectral imaging of nitrogen deficiency on crop traits and yield of maize by machine learning and radiative transfer modeling.

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

Int. J. Appl. Earth Obs. Geoinformation, 2021

2020

Spatiotemporal Derivation of Intermittent Ponding in a Maize-Soybean Landscape from Planet Labs CubeSat Images.

Robert F. Paul, Yaping Cai, Bin Peng, Wendy H. Yang, Kaiyu Guan, Evan H. DeLucia

Remote. Sens., 2020

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.

Yunan Luo, Kaiyu Guan, Jian Peng, Sibo Wang, Yizhi Huang

Remote. Sens., 2020

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.

Yun Gao, Songhan Wang, Kaiyu Guan, Aleksandra Wolanin, Liangzhi You, Weimin Ju, Yongguang Zhang

Remote. Sens., 2020

Assessing the benefit of satellite-based Solar-Induced Chlorophyll Fluorescence in crop yield prediction.

Bin Peng, Kaiyu Guan, Wang Zhou, Chongya Jiang, Christian Frankenberg, Ying Sun, Liyin He, Philipp Köhler

Int. J. Appl. Earth Obs. Geoinformation, 2020

2019

Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing.

Yaping Cai, Kaiyu Guan, Emerson Nafziger, Girish Chowdhary, Bin Peng, Zhenong Jin, Shaowen Wang, Sibo Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network.

Ke Xu, Kaiyu Guan, Jian Peng, Yunan Luo, Sibo Wang

CoRR, 2019

2018

Mapping Paddy Rice Area and Yields Over Thai Binh Province in Viet Nam From MODIS, Landsat, and ALOS-2/PALSAR-2.

Kaiyu Guan, Zhan Li, Lakshman Nagraj Rao, Feng Gao, Donghui Xie, Ngo The Hien, Zhenzhong Zeng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

FluoSpec 2 - An Automated Field Spectroscopy System to Monitor Canopy Solar-Induced Fluorescence.

Xi Yang, Hanyu Shi, Atticus E. L. Stovall, Kaiyu Guan, Guofang Miao, Yongguang Zhang, Yao Zhang, Xiangming Xiao, Youngryel Ryu, Jung-Eun Lee

Sensors, 2018

Imaging Spectrometry and Fluorometry in Support of Flex: What Can We Learn from Multi-Scale Experiments?

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Global Analysis of Bioclimatic Controls on Ecosystem Productivity Using Satellite Observations of Solar-Induced Chlorophyll Fluorescence.

Nima Madani, John S. Kimball, Lucas A. Jones, Nicholas C. Parazoo, Kaiyu Guan

Remote. Sens., 2017

2014

Deriving Vegetation Phenological Time and Trajectory Information Over Africa Using SEVIRI Daily LAI.

Kaiyu Guan, David Medvigy, Eric F. Wood, Kelly K. Caylor, Shi Li, Su-Jong Jeong

IEEE Trans. Geosci. Remote. Sens., 2014