Quandi Niu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Neural Network Model

Machine Learning

Unsupervised Learning

Attribute Values

Top Venues

Comput. Electron. Agric.

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Guilong Xiao, Xueyou Zhang, Quandi Niu, Xingang Li, Xuecao Li, Liheng Zhong, Jianxi Huang
Winter wheat yield estimation at the field scale using sentinel-2 data and deep learning. Comput. Electron. Agric. 216 (2024)
Haixiang Guan, Jianxi Huang, Xuecao Li, Yelu Zeng, Wei Su, YuYang Ma, Jinwei Dong, Quandi Niu, Wei Wang
An improved approach to estimating crop lodging percentage with Sentinel-2 imagery using machine learning. Int. J. Appl. Earth Obs. Geoinformation 113 (2022)
Haixiang Guan, Jianxi Huang, Li Li, Xuecao Li, YuYang Ma, Quandi Niu, Hai Huang
A Novel Approach to Estimate Maize Lodging Area With PolSAR Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hai Huang, Jianxi Huang, Quanlong Feng, Junming Liu, Xuecao Li, Xinlei Wang, Quandi Niu
Developing a Dual-Stream Deep-Learning Neural Network Model for Improving County-Level Winter Wheat Yield Estimates in China. Remote. Sens. 14 (20) (2022)