代表性论文：

[1] Zhongrong Zhang, Xuan Yang, Hao Li, Weide Li, Haowen Yan, Fei Shi. Application of a novel hybrid method for spatiotemporal data imputation: a case study of the Minqin County groundwater level[J]. Journal of Hydrology, 2017, Vol.553: 384-397.

[2] Xingyu Yang , Zhongrong Zhang *. An attention-based domain spatial-temporal meta-learning (ADST-ML) approach for PM2.5 concentration dynamics prediction[J]. Urban Climate 47 (2023) 101363. Available online 2 December 2022. https://doi.org/10.1016/j.uclim.2022.101363.

[3] Yang X, Zhang Z. A CNN-LSTM Model Based on a Meta-Learning Algorithm to Predict Groundwater Level in the Middle and Lower Reaches of the Heihe River, China[J]. Water, 2022, 14(15): 2377.

[4] Xu H, Zhang Z, Gao Y, et al. Adaptive Bilateral Texture Filter for Image Smoothing[J]. Frontiers in Neurorobotics, 2022, 16.

[5] Zhang Z, Liu Y, Liu H, et al. The impact of lockdown on nitrogen dioxide (NO2) over Central Asian countries during the COVID-19 pandemic[J]. Environmental Science  and Pollution Research, 2022, 29(13): 18923-18931.

[6] Zhu Y, Li H, Wang Z, et al. Optimal Evacuation Route Planning of Urban Personnel at Different Risk Levels of Flood Disasters Based on the Improved 3D Dijkstra’s Algorithm[J]. Sustainability, 2022, 14(16): 10250.

[7] Zhu Y, Gao Y, Wang Z, et al. A Tailings Dam Long-Term Deformation Prediction Method Based on Empirical Mode Decomposition and LSTM Model Combined with Attention Mechanism[J]. Water, 2022, 14(8): 1229.

[8] Zhongrong Zhang, Yiliao Song, Feng Liu, Jinpeng Liu. Daily Average Wind Power Interval Forecasts Based on an Optimal Adaptive-Network-Based Fuzzy Inference System and Singular Spectrum Analysis. Sustainability, 8(2), 125.

[9]  Zhongrong Zhang,Yijia Liu, Haizhong Liu, Aihong Hao, Zhongwei Zhang. The impact of lockdown on nitrogen dioxide (NO2) over Central Asian countries during the COVID-19 pandemic[J]. Environmental Science and Pollution Research (2022) 29:18923–18931.

[10] Huiqin Xu†, Zhongrong Zhang†, Yin Gao, Haizhong Liu, Feng Xie and Jun Li*.Adaptive Bilateral Texture Filter for Image Smoothing[J]. Frontiers in Neurorobotics 2022,16. Aitcle 729924.

[11] Yang Zhu, Yijun Gao, Zhenhao Wang, Guansen Cao, Renjie Wang, Song Lu, Wei Li, Wen Nie,* and Zhongrong Zhang*. A Tailings Dam Long-Term Deformation Prediction Method Based on Empirical Mode Decomposition and LSTM Model Combined with Attention Mechanism[J]. Water 2022, 14, 1229.

[12]  张仲荣,王亚领,闫浩文. 一种时空混合插值算法及其应用[J]. 测绘科学2016, 41(12)：265-269, 306.