Zhu et al. (2026) Cross-Scale Remote Sensing Estimating of Winter Wheat Above-Ground Biomass (AGB) from UAV to Satellite: Enhanced by Phenological Matching and Data Transfer

Identification

• Journal: IEEE Transactions on Geoscience and Remote Sensing
• Year: 2026
• Date: 2026-01-01
• Authors: Yongji Zhu, Yinglun Li, Xinyu Guo, Jinling Zhao, Xinwei Li, Jikai Liu, Yanli Chen, Linsheng Huang
• DOI: 10.1109/tgrs.2026.3656266

Research Groups

Not specified in the provided text.

Short Summary

This paper focuses on estimating winter wheat Above-Ground Biomass (AGB) using cross-scale remote sensing data, from Unmanned Aerial Vehicles (UAVs) to satellites, enhanced by phenological matching and data transfer techniques.

Objective

• To develop and evaluate methods for cross-scale remote sensing estimation of winter wheat Above-Ground Biomass (AGB) using data from UAVs to satellites, incorporating phenological matching and data transfer.

Study Configuration

• Spatial Scale: Cross-scale, from Unmanned Aerial Vehicle (UAV) to satellite resolutions.
• Temporal Scale: Not specified in the provided text, but implies monitoring during the winter wheat growing season.

Methodology and Data

• Models used: Not specified in the provided text.
• Data sources: Remote sensing data from Unmanned Aerial Vehicles (UAVs) and satellites.

Main Results

Not specified in the provided text.

Contributions

Not specified in the provided text, but the title suggests an enhanced approach for cross-scale AGB estimation using phenological matching and data transfer.

Funding

Not specified in the provided text.

Citation

@article{Zhu2026CrossScale,
  author = {Zhu, Yongji and Li, Yinglun and Guo, Xinyu and Zhao, Jinling and Li, Xinwei and Liu, Jikai and Chen, Yanli and Huang, Linsheng},
  title = {Cross-Scale Remote Sensing Estimating of Winter Wheat Above-Ground Biomass (AGB) from UAV to Satellite: Enhanced by Phenological Matching and Data Transfer},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
  year = {2026},
  doi = {10.1109/tgrs.2026.3656266},
  url = {https://doi.org/10.1109/tgrs.2026.3656266}
}