Author

Kui Suo

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Open access Oct 2026

Study on the Evolution and Driving Factors of Shallow Groundwater Depth in Zhengzhou City

Groundwater is one of the main water supplies for Zhengzhou City. Changes in groundwater depth negatively affect the water supply and geological stability of the city. Based on groundwater monitoring data from 1999 to 2024, this paper investigates the spatiotemporal changes in shallow groundwater depth in Zhengzhou and...

Wen-Hui Liu, Lan-Tian Guo, Gui-Zhang Zhao et al. · Water · 0 citations

Open access Sep 2026

YOLOv8-WT: A Non-Metal Pipeline Radar Image Recognition Model Integrating Wavelet Transform and Dynamic Attention Mechanism

The manual identification of non-metallic pipelines in ground-penetrating radar (GPR) images is inefficient and heavily experience-dependent. Existing deep-learning methods suffer from performance degradation caused by image noise, signal attenuation, and false anomalies. To address these challenges, this paper propose...

Lu-Qi Yang, Kui Suo, Jie Wang et al. · Applied Sciences · 0 citations