Wang et al. (2025) Coupling Machine Learning and Detrended Cumulative Drought Index for Lake-Area Prediction

Identification

• Journal: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
• Year: 2025
• Date: 2025-12-19
• Authors: Lei Wang, Shaohang Xu, Zailin Huo, Zia Ahmed, Brian Alan Johnson, Ngai Weng Chan
• DOI: 10.1109/jstars.2025.3633500

Research Groups

N/A

Short Summary

This paper proposes a method for predicting lake area by integrating machine learning techniques with a detrended cumulative drought index.

Objective

• To develop and evaluate a coupled machine learning and detrended cumulative drought index approach for accurate lake-area prediction.

Study Configuration

• Spatial Scale: N/A
• Temporal Scale: N/A

Methodology and Data

• Models used: Machine Learning (general), Detrended Cumulative Drought Index
• Data sources: N/A

Main Results

N/A

Contributions

N/A

Funding

N/A

Citation

@article{Wang2025Coupling,
  author = {Wang, Lei and Xu, Shaohang and Huo, Zailin and Zhang, Fei and Ahmed, Zia and Johnson, Brian Alan and Chan, Ngai Weng},
  title = {Coupling Machine Learning and Detrended Cumulative Drought Index for Lake-Area Prediction},
  journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
  year = {2025},
  doi = {10.1109/jstars.2025.3633500},
  url = {https://doi.org/10.1109/jstars.2025.3633500}
}