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Xiuliang Jin
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A review of data assimilation of remote sensing and crop models
X Jin, L Kumar, Z Li, H Feng, X Xu, G Yang, J Wang
European Journal of Agronomy 92, 141-152, 2018
5142018
Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery
X Jin, S Liu, F Baret, M Hemerlé, A Comar
Remote Sensing of Environment 198, 105-114, 2017
4872017
Ear density estimation from high resolution RGB imagery using deep learning technique
S Madec, X Jin, H Lu, B De Solan, S Liu, F Duyme, E Heritier, F Baret
Agricultural and Forest Meteorology 264, 225-234, 2019
2982019
Integrated phenology and climate in rice yields prediction using machine learning methods
Y Guo, Y Fu, F Hao, X Zhang, W Wu, X Jin, CR Bryant, J Senthilnath
Ecological Indicators 120, 106935, 2020
2352020
High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms
X Jin, PJ Zarco-Tejada, U Schmidhaltere, MP Reynolds, MJ Hawkesford, ...
IEEE Geoscience and Remote Sensing Magazine 9 (1), 200-231, 2021
2322021
Estimates of rice lodging using indices derived from UAV visible and thermal infrared images
T Liu, R Li, X Zhong, M Jiang, X Jin, P Zhou, S Liu, C Sun, W Guo
Agricultural and Forest Meteorology 252, 144-154, 2018
1912018
A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera
J Yue, H Feng, X Jin, H Yuan, Z Li, C Zhou, G Yang, Q Tian
Remote Sensing 10 (7), 1138, 2018
1802018
Time-Series Multispectral Indices from Unmanned Aerial Vehicle Imagery Reveal Senescence Rate in Bread Wheat
MA Hassan, M Yang, A Rasheed, X Jin, X Xia, Y Xiao, Z He
Remote Sensing 10 (6), 809, 2018
1712018
Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression
X Li, Y Zhang, Y Bao, J Luo, X Jin, X Xu, X Song, Guijun Yang
Remote Sensing 6 (7), 6221-6241, 2014
1712014
Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data
X Jin, G Yang, X Xu, H Yang, H Feng, Z Li, J Shen, Y Lan, C Zhao
Remote Sensing 7 (10), 13251-13272, 2015
1672015
Winter wheat yield estimation based on multi-source medium resolution optical and radar imaging data and the AquaCrop model using the particle swarm optimization algorithm
X Jin, Z Li, G Yang, H Yang, H Feng, X Xu, J Wang, X Li, J Luo
ISPRS Journal of Photogrammetry and Remote Sensing 126, 24-37, 2017
1582017
Deep neural network algorithm for estimating maize biomass based on simulated Sentinel 2A vegetation indices and leaf area index
X Jin, Z Li, H Feng, Z Ren, S Li
The Crop Journal 8 (1), 87-97, 2020
1242020
Effects of nitrogen stress on the photosynthetic CO2 assimilation, chlorophyll fluorescence, and sugar-nitrogen ratio in corn
X Jin, G Yang, C Tan, C Zhao
Scientific reports 5, 9311, 2015
1242015
Assessment of the AquaCrop Model for Use in Simulation of Irrigated Winter Wheat Canopy Cover, Biomass, and Grain Yield in the North China Plain
X Jin, H Feng, X Zhu, Z Li, S Song, X Song, G Yang, X Xu, W Guo
PLoS ONE 9 (1), e86938., 2014
1242014
Estimation of Winter Wheat Biomass and Yield by Combining the AquaCrop Model and Field Hyperspectral Data
XL Jin, L Kumar, ZH Li, XG Xu, GJ Yang, JH Wang
remote sensing 8 (12), 1-15, 2016
1222016
Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model
X Jin, J Du, H Liu, Z Wang, K Song
Agricultural and Forest Meteorology 218, 250-260, 2016
1142016
Estimating Agricultural Soil Moisture Content through UAV-Based Hyperspectral Images in the Arid Region
X Ge, J Ding, X Jin, J Wang, X Chen, X Li, J Liu, B Xie
Remote Sensing 13 (8), 1562, 2021
1132021
A Novel Approach for the Detection of Standing Tree Stems from Plot-Level Terrestrial Laser Scanning Data
W Zhang, P Wan, T Wang, S Cai, Y Chen, X Jin, G Yan
Remote Sensing 11 (2), 211, 2019
1132019
Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning
M Cheng, X Jiao, Y Liu, M Shao, X Yu, Y Bai, Z Wang, S Wang, N Tuohuti, ...
Agricultural Water Management 264, 107530, 2022
1042022
Estimating leaf area index using unmanned aerial vehicle data: shallow vs. deep machine learning algorithms
S Liu, X Jin, C Nie, S Wang, X Yu, M Cheng, M Shao, Z Wang, N Tuohuti, ...
Plant Physiology 187 (3), 1551-1576, 2021
1032021
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