Changwen Du

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Improved Accuracy

Machine Learning

Top Venues

Comput. Electron. Agric.

Publications

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) (2023)
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 (2022)
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) (2022)
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) (2022)
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 (2021)
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) (2021)
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) (2021)
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 (2021)
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) (2020)