Guangman Song

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Machine Learning Approaches

Light Conditions

Hyperspectral Data

Top Venues

Comput. Electron. Agric.

IEEE Trans. Geosci. Remote. Sens.

Ecol. Informatics

Publications

Yi Gan, Quan Wang, Guangman Song
Non-Destructive Estimation of Deciduous Forest Metrics: Comparisons between UAV-LiDAR, UAV-DAP, and Terrestrial LiDAR Leaf-Off Point Clouds Using Two QSMs. Remote. Sens. 16 (4) (2024)
Guangman Song, Quan Wang, Jia Jin
Estimation of leaf photosynthetic capacity parameters using spectral indices developed from fractional-order derivatives. Comput. Electron. Agric. 212 (2023)
Jie Zhuang, Quan Wang, Guangman Song, Jia Jin
Validating and Developing Hyperspectral Indices for Tracing Leaf Chlorophyll Fluorescence Parameters under Varying Light Conditions. Remote. Sens. 15 (19) (2023)
Shaoxiong Yuan, Guangman Song, Qinghua Gong, Quan Wang, Jun Wang, Jun Chen
Reshaping Leaf-Level Reflectance Data for Plant Species Discrimination: Exploring Image Shape's Impact on Deep Learning Results. Remote. Sens. 15 (24) (2023)
Guangman Song, Quan Wang
Species classification from hyperspectral leaf information using machine learning approaches. Ecol. Informatics 76 (2023)
Guangman Song, Quan Wang, Jia Jin
Fractional-Order Derivative Spectral Transformations Improved Partial Least Squares Regression Estimation of Photosynthetic Capacity From Hyperspectral Reflectance. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shaoxiong Yuan, Guangman Song, Guangqing Huang, Quan Wang
Reshaping Hyperspectral Data into a Two-Dimensional Image for a CNN Model to Classify Plant Species from Reflectance. Remote. Sens. 14 (16) (2022)
Guangman Song, Quan Wang
Developing Hyperspectral Indices for Assessing Seasonal Variations in the Ratio of Chlorophyll to Carotenoid in Deciduous Forests. Remote. Sens. 14 (6) (2022)
Jia Jin, Mengjuan Wu, Guangman Song, Quan Wang
Genetic Algorithm Captured the Informative Bands for Partial Least Squares Regression Better on Retrieving Leaf Nitrogen from Hyperspectral Reflectance. Remote. Sens. 14 (20) (2022)
Guangman Song, Quan Wang
Including Leaf Traits Improves a Deep Neural Network Model for Predicting Photosynthetic Capacity from Reflectance. Remote. Sens. 13 (21) (2021)