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Kaiyu Guan
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Journal Articles
- 2023
- [j15]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): 141 (2023) - 2022
- [j14]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: 102877 (2022) - 2021
- [j13]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: 102617 (2021) - [j12]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: 647999 (2021) - [j11]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): 1740 (2021) - [j10]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: 9931-9945 (2021) - 2020
- [j9]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: 102126 (2020) - [j8]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): 1111 (2020) - [j7]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): 1942 (2020) - [j6]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): 3209 (2020) - 2019
- [j5]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): 5153-5166 (2019) - 2018
- [j4]Xi Yang
, Hanyu Shi
, Atticus E. L. 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): 2063 (2018) - [j3]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): 2238-2252 (2018) - 2017
- [j2]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): 530 (2017) - 2014
- [j1]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): 1113-1130 (2014)
Conference and Workshop Papers
- 2023
- [c5]Qu Zhou, Sheng Wang
, Kaiyu Guan:
Advancing Airborne Hyperspectral Data Processing and Applications for Sustainable Agriculture Using RTM-Based Machine Learning. IGARSS 2023: 1269-1272 - [c4]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: 2256-2268 - [c3]Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang:
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects. NeurIPS 2023 - 2022
- [c2]Jun Wu, Jingrui He, Sheng Wang, Kaiyu Guan, Elizabeth A. Ainsworth:
Distribution-Informed Neural Networks for Domain Adaptation Regression. NeurIPS 2022 - 2018
- [c1]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: 3931-3934
Informal and Other Publications
- 2024
- [i6]Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang:
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects. CoRR abs/2401.05236 (2024) - [i5]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 abs/2404.04242 (2024) - 2023
- [i4]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 abs/2305.18612 (2023) - 2022
- [i3]Jun Wu, Elizabeth A. Ainsworth, Sheng Wang, Kaiyu Guan, Jingrui He:
Adaptive Transfer Learning for Plant Phenotyping. CoRR abs/2201.05261 (2022) - [i2]Baoyu Jing, Si Zhang, Yada Zhu, Bin Peng, Kaiyu Guan, Andrew Margenot, Hanghang Tong:
Retrieval Based Time Series Forecasting. CoRR abs/2209.13525 (2022) - 2019
- [i1]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 abs/1911.03607 (2019)
Coauthor Index
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