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Prof. Tao Cheng
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Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery
X Zhou, HB Zheng, XQ Xu, JY He, XK Ge, X Yao, T Cheng, Y Zhu, ...
ISPRS Journal of Photogrammetry and Remote Sensing 130, 246-255, 2017
5532017
Spectroscopic determination of leaf water content using continuous wavelet analysis
T Cheng, B Rivard, AG Sánchez-Azofeifa
Remote Sensing of Environment 115 (2), 659-670, 2011
2742011
Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery
H Zheng, T Cheng, M Zhou, D Li, X Yao, Y Tian, W Cao, Y Zhu
Precision Agriculture 20, 611-629, 2019
2142019
Remote sensing monitoring of multi-scale watersheds impermeability for urban hydrological evaluation
Z Shao, H Fu, D Li, O Altan, T Cheng
Remote Sensing of Environment 232, 111338, 2019
1872019
Continuous wavelet analysis for the detection of green attack damage due to mountain pine beetle infestation
T Cheng, B Rivard, AG Sánchez-Azofeifa, J Feng, M Calvo-Polanco
Remote Sensing of Environment 114 (4), 899-910, 2010
1802010
Improved estimation of aboveground biomass in wheat from RGB imagery and point cloud data acquired with a low-cost unmanned aerial vehicle system
N Lu, J Zhou, Z Han, D Li, Q Cao, X Yao, Y Tian, Y Zhu, W Cao, T Cheng
Plant Methods 15, 1-16, 2019
1732019
Evaluation of RGB, color-infrared and multispectral images acquired from unmanned aerial systems for the estimation of nitrogen accumulation in rice
H Zheng, T Cheng, D Li, X Zhou, X Yao, Y Tian, W Cao, Y Zhu
Remote Sensing 10 (6), 824, 2018
1722018
Combining color indices and textures of UAV-based digital imagery for rice LAI estimation
S Li, F Yuan, ST Ata-UI-Karim, H Zheng, T Cheng, X Liu, Y Tian, Y Zhu, ...
Remote Sensing 11 (15), 1763, 2019
1692019
Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production
A Bauer, AG Bostrom, J Ball, C Applegate, T Cheng, S Laycock, SM Rojas, ...
Horticulture research 6, 2019
1472019
Estimation of wheat LAI at middle to high levels using unmanned aerial vehicle narrowband multispectral imagery
X Yao, N Wang, Y Liu, T Cheng, Y Tian, Q Chen, Y Zhu
Remote Sensing 9 (12), 1304, 2017
1342017
Combining unmanned aerial vehicle (UAV)-based multispectral imagery and ground-based hyperspectral data for plant nitrogen concentration estimation in rice
H Zheng, T Cheng, D Li, X Yao, Y Tian, W Cao, Y Zhu
Frontiers in plant science 9, 375622, 2018
1172018
Evaluation of six algorithms to monitor wheat leaf nitrogen concentration
X Yao, Y Huang, G Shang, C Zhou, T Cheng, Y Tian, W Cao, Y Zhu
Remote Sensing 7 (11), 14939-14966, 2015
1132015
A comparative assessment of different modeling algorithms for estimating leaf nitrogen content in winter wheat using multispectral images from an unmanned aerial vehicle
H Zheng, W Li, J Jiang, Y Liu, T Cheng, Y Tian, Y Zhu, W Cao, Y Zhang, ...
Remote Sensing 10 (12), 2026, 2018
1112018
Detection of rice phenology through time series analysis of ground-based spectral index data
H Zheng, T Cheng, X Yao, X Deng, Y Tian, W Cao, Y Zhu
Field Crops Research 198, 131-139, 2016
1102016
Inversion of rice canopy chlorophyll content and leaf area index based on coupling of radiative transfer and Bayesian network models
XQ Xu, JS Lu, N Zhang, TC Yang, JY He, X Yao, T Cheng, Y Zhu, WX Cao, ...
ISPRS Journal of Photogrammetry and Remote Sensing 150, 185-196, 2019
1032019
Deriving leaf mass per area (LMA) from foliar reflectance across a variety of plant species using continuous wavelet analysis
T Cheng, B Rivard, AG Sánchez-Azofeifa, JB Féret, S Jacquemoud, ...
ISPRS Journal of Photogrammetry and Remote Sensing 87, 28-38, 2014
1002014
Detecting diurnal and seasonal variation in canopy water content of nut tree orchards from airborne imaging spectroscopy data using continuous wavelet analysis
T Cheng, D Riańo, SL Ustin
Remote Sensing of Environment 143, 39-53, 2014
932014
Leaf area index estimation model for UAV image hyperspectral data based on wavelength variable selection and machine learning methods
J Zhang, T Cheng, W Guo, X Xu, H Qiao, Y Xie, X Ma
Plant Methods 17 (1), 49, 2021
902021
Improved estimation of leaf chlorophyll content of row crops from canopy reflectance spectra through minimizing canopy structural effects and optimizing off-noon observation time
D Li, JM Chen, X Zhang, Y Yan, J Zhu, H Zheng, K Zhou, X Yao, Y Tian, ...
Remote sensing of environment 248, 111985, 2020
872020
Predicting leaf gravimetric water content from foliar reflectance across a range of plant species using continuous wavelet analysis
T Cheng, B Rivard, AG Sánchez-Azofeifa, JB Féret, S Jacquemoud, ...
Journal of plant physiology, 2012
872012
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Articles 1–20