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2020 – today
- 2023
[j9]Xuebin Xu, Changwen Du
, Fei Ma, Zhengchao Qiu, Jianmin Zhou:
A Framework for High-Resolution Mapping of Soil Organic Matter (SOM) by the Integration of Fourier Mid-Infrared Attenuation Total Reflectance Spectroscopy (FTIR-ATR), Sentinel-2 Images, and DEM Derivatives. Remote. Sens. 15(4): 1072 (2023)- 2022
- [j8]Xuebin Xu, Fei Ma, Jianmin Zhou, Changwen Du:
Applying convolutional neural networks (CNN) for end-to-end soil analysis based on laser-induced breakdown spectroscopy (LIBS) with less spectral preprocessing. Comput. Electron. Agric. 199: 107171 (2022) - [j7]Zhengchao Qiu, Fei Ma, Zhenwang Li, Xuebin Xu, Changwen Du:
Development of Prediction Models for Estimating Key Rice Growth Variables Using Visible and NIR Images from Unmanned Aerial Systems. Remote. Sens. 14(6): 1384 (2022) - [j6]Mengjin Hu, Fei Ma, Zhenwang Li, Xuebin Xu, Changwen Du:
Sensing of Soil Organic Matter Using Laser-Induced Breakdown Spectroscopy Coupled with Optimized Self-Adaptive Calibration Strategy. Sensors 22(4): 1488 (2022) - 2021
- [j5]Zhengchao Qiu, Fei Ma, Zhenwang Li, Xuebin Xu, Haixiao Ge, Changwen Du:
Estimation of nitrogen nutrition index in rice from UAV RGB images coupled with machine learning algorithms. Comput. Electron. Agric. 189: 106421 (2021) - [j4]Zhe Xing, Changwen Du, Yazhen Shen, Fei Ma, Jianmin Zhou:
A method combining FTIR-ATR and Raman spectroscopy to determine soil organic matter: Improvement of prediction accuracy using competitive adaptive reweighted sampling (CARS). Comput. Electron. Agric. 191: 106549 (2021) - [j3]Haixiao Ge, Haitao Xiang, Fei Ma, Zhenwang Li, Zhengchao Qiu, Zhengzheng Tan, Changwen Du:
Estimating Plant Nitrogen Concentration of Rice through Fusing Vegetation Indices and Color Moments Derived from UAV-RGB Images. Remote. Sens. 13(9): 1620 (2021) - [j2]Haixiao Ge, Fei Ma, Zhenwang Li, Zhengzheng Tan, Changwen Du:
Improved Accuracy of Phenological Detection in Rice Breeding by Using Ensemble Models of Machine Learning Based on UAV-RGB Imagery. Remote. Sens. 13(14): 2678 (2021) - 2020
- [j1]Zhengchao Qiu, Haitao Xiang, Fei Ma, Changwen Du:
Qualifications of Rice Growth Indicators Optimized at Different Growth Stages Using Unmanned Aerial Vehicle Digital Imagery. Remote. Sens. 12(19): 3228 (2020)
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