Journals

  1. Yu, D., Ren, L., Chen, C., Kong, X., Zhou, M., Yang, L., Han, Z. & Pan, S. (2025). “An AttSDNet model for multi-scale feature perception enhanced remote sensing classification of coastal salt-marsh wetlands”. Marine Environmental Research 204, 106899 [DOI: 10.1016/j.marenvres.2024.106899]
  2. Makrygianni, N., Pan, S., Bray, M. & Bidlot, J.R. (2025). “Modelling of hurricane Dorian via the implementation of Wave Boundary Layer Model (WBLM) within the OpenIFS”. Ocean Modelling 194 [DOI: 10.1016/j.ocemod.2024.102469]
  3. Xu, J., Li, J., Pan, S., Yao, Y., Chen, L. & Wu, Z. (2024). “Assessment of wind and wave energy in China seas under climate change based on CMIP6 climate model”. Energy 310 [DOI: 10.1016/j.energy.2024.133207]
  4. Tao, Z., Chen, Y., Pan, S., Chu, A., Xu, C., Yao, P. & Rowely, S. (2024). “The Influence of Wind and Waves on Saltwater Intrusion in the Yangtze Estuary: A Numerical Modeling Study”. Journal of Geophysical Research: Oceans 129(9), e2024JC021076 [DOI: 10.1029/2024jc021076]
  5. Zhou, Y., Yu, D., Yang, L., Gai, Y., Yi, Z., Yuan, Q., Han, Z. & Pan, S. (2024). “Water clarity variations in Jiaozhou Bay over 39 years based on satellite observations”. Estuarine, Coastal and Shelf Science 306, 108895 [DOI: 10.1016/j.ecss.2024.108895]
  6. Gan, M., Lai, X., Guo, Y., Lu, Z., Chen, Y., Pan, S., Pan, H. & Chu, A. (2024). “Unravelling the spatiotemporal variation in the water levels of Poyang Lake with the variational mode decomposition model”. Hydrological Processes 38(7), e15239 [DOI: 10.1002/hyp.15239]
  7. Gan, M., Lai, X., Guo, Y., Chen, Y., Pan, S. & Zhang, Y. (2024). “Floodplain Lake Water Level Prediction with Strong River-Lake Interaction Using the Ensemble Learning LightGBM”. Water Resources Management 38(13), 5305-5321 [DOI: 10.1007/s11269-024-03915-8]
  8. Gan, M., Chen, Y., Pan, S., Lai, X., Pan, H., Wen, Y. & Xia, M. (2024). “An improved machine learning-based model to predict estuarine water levels”. Ocean Modelling 190, 102376 [DOI: 10.1016/j.ocemod.2024.102376]
  9. Yu, D., Jiang, G., Gao, H., Ren, L., Chen, C., Yang, L., Zhou, M. & Pan, S. (2024). “Optimization of convolutional neural network with dual attention mechanism: Estimation of chlorophyll-a concentration in the Taiwan Strait using MODIS data”. Estuarine, Coastal and Shelf Science 300, 108729 [DOI: 10.1016/j.ecss.2024.108729]
  10. Ji, H., Chen, S., Li, P., Pan, S., Gong, X. & Jiang, C. (2024). “Spatiotemporal variability of suspended sediment concentration in the coastal waters of Yellow River Delta: Driving mechanism and geomorphic implications”. Marine Geology 470, 107266 [DOI: 10.1016/j.margeo.2024.107266]
  11. Xu, H., Hou, X., Pan, S., Bray, M. & Wang, C. (2024). “Socioeconomic impacts from coastal flooding in the 21st century China’s coastal zone: A coupling analysis between coastal flood risk and socioeconomic development”. Science of the Total Environment 917, 170187 [DOI: 10.1016/j.scitotenv.2024.170187]
  12. Martelo Lopez, S., Christou, A., Pan, S., Stoesser, T. & Xie, Z. (2024). “A new ghost-cell/level-set method for three-dimensional flows”. Journal of Computational Physics 499, 112710 [DOI: 10.1016/j.jcp.2023.112710]
  13. Gan, M., Chen, Y.P., Pan, H.D., Pan, S.Q., Lai, X.J., Wen, Y.C., Xia, M.Y. & Zhang, Y.H. (2024). “Study on the spatiotemporal variation of the Yangtze estuarine tidal species”. Estuarine Coastal and Shelf Science 298, 108637 [DOI: 10.1016/j.ecss.2024.108637]
  14. Yu, D., Qi, T., Yang, L., Zhou, Y., Zhao, C. & Pan, S. (2024). “Monitoring Water Clarity Using Landsat 8 Imagery in Jiaozhou Bay, China, From 2013 to 2022”. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, 1938-1948 [DOI: 10.1109/jstars.2023.3340438]
  15. Yu, D.F., Bian, X.D., Yang, L., Zhou, Y., An, D.Y., Zhou, M.S., Chen, S.L. & Pan, S.Q. (2023). “Monitoring suspended sediment concentration in the Yellow River Estuary from 1984 to 2021 using landsat imagery and Google Earth Engine”. International Journal of Remote Sensing 44(10), 3122-3145 [DOI: 10.1080/01431161.2023.2216849]
  16. Wang, Z.Y., Fan, B.W., Yu, D.F., Fan, Y.G., An, D.Y. & Pan, S.Q. (2023). “Monitoring the Spatio-Temporal Distribution of Ulva prolifera in the Yellow Sea (2020-2022) Based on Satellite Remote Sensing”. Remote Sensing 15(1), 157 [DOI: 10.3390/rs15010157]
  17. Ran, B.C., Chen, S.L., Pan, S.Q., Li, P., Ji, H.Y. & Liu, Q.L. (2023). “Impacts of sea-access roads on wetland landscape dynamics in the Yellow River Delta front”. Ocean & Coastal Management 244 [DOI: 10.1016/j.ocecoaman.2023.106834]
  18. Lü, H., Zhu, J., Chen, Q., Li, M., Pan, S. & Chen, S. (2022). “Impact of estuarine reclamation projects on saltwater intrusion and freshwater resource”. Journal of Oceanology and Limnology 41(1), 38-56 [DOI: 10.1007/s00343-021-1246-z]
  19. Huang, L., Chen, S., Pan, S., Li, P. & Ji, H. (2022). “Impact of Storm Surge on the Yellow River Delta: Simulation and Analysis”. Water 14(21) [DOI: 10.3390/w14213439]
  20. Zhou, M., Gao, H., Yu, D., Guo, J., Zhu, L., Yang, L. & Pan, S. (2022). “Analysis of the anomalous environmental response to the 2022 Tonga volcanic eruption based on GNSS”. Remote Sensing 14(19), 4847 [DOI: 10.3390/rs14194847]
  21. An, D., Xing, Q., Yu, D. & Pan, S. (2022). “A simple method for estimating macroalgae area under clouds on MODIS imagery”. Frontiers in Marine Science 9 [DOI: 10.3389/fmars.2022.995731]
  22. Li, J., Pan, S., Chen, Y., Yao, Y. & Xu, C. (2022). “Assessment of combined wind and wave energy in the tropical cyclone affected region: An application in China seas”. Energy, 125020 [DOI: 10.1016/j.energy.2022.125020]
  23. An, D., Xing, Q., Yu, D. & Pan, S. (2022). “A simple method for estimating macroalgae area under clouds on MODIS imagery”. Frontiers in Marine Science 9 [DOI: 10.3389/fmars.2022.995731]
  24. Tao, Z., Chen, Y., Chu, A., Pan, S., Gan, M., Chen, Y., Che, Z. & Zhu, Y. (2022). “The Modified Method of Reanalysis Wind Data in Estuarine Areas”. Water 14(11), 1826 [DOI: 10.3390/w14111826 ]
  25. Zhou, Y., Yu, D., Cheng, W., Gai, Y., Yao, H., Yang, L. & Pan, S. (2022). “Monitoring multi-temporal and spatial variations of water transparency in the Jiaozhou Bay using GOCI data”. Marine Pollution Bulletin 180, 113815 [DOI: 10.1016/j.marpolbul.2022.113815]
  26. Ji, H., Chen, S., Pan, S., Xu, C., Tian, Y., Li, P., Liu, Q. & Chen, L. (2022). “Fluvial sediment source to sink transfer at the Yellow River Delta: Quantifications, causes, and environmental impacts”. Journal of Hydrology 608 [DOI: 10.1016/j.jhydrol.2022.127622]
  27. Li, J., Pan, S., Chen, Y. & Gan, M. (2021). “The performance of the copulas in estimating the joint probability of extreme waves and surges along east coasts of the mainland China”. Ocean Engineering 237, 109581 [DOI: 10.1016/j.oceaneng.2021.109581]
  28. Gan, M., Pan, S., Chen, Y., Cheng, C., Pan, H. & Zhu, X. (2021). “Application of the Machine Learning LightGBM Model to the Prediction of the Water Levels of the Lower Columbia River”. Journal of Marine Science and Engineering 9(5) [DOI: 10.3390/jmse9050496]
  29. Zhou, Y., Yu, D., Yang, Q., Pan, S., Gai, Y., Cheng, W., Liu, X. & Tang, S. (2021). “Variations of Water Transparency and Impact Factors in the Bohai and Yellow Seas from Satellite Observations”. Remote Sensing 13(3), 514 [DOI: 10.3390/rs13030514]
  30. Yang, L., Gao, H., Yu, D., Pan, S., Zhou, Y. & Gai, Y. (2020). “Design of a Novel Fully Automatic Ocean Spectra Acquisition and Control System Based on the Real-Time Solar Angle Analyzing and Tracking”. IEEE Access, 1-1 [DOI: 10.1109/access.2020.3048117]
  31. Chen, Y., Gan, M., Pan, S., Pan, H., Zhu, X. & Tao, Z. (2020). “Application of auto-regressive (AR) analysis to improve short-term prediction of water levels in the Yangtze estuary”. Journal of Hydrology 590, 125386, [DOI: 10.1016/j.jhydrol.2020.125386]
  32. Guo, J., Shi, L., Pan, S., Ye, Q., Cheng, W., Chang, Y. & Chen, S. (2020). “Monitoring and evaluation of sand nourishments on an embayed beach exposed to frequent storms in eastern China”. Ocean & Coastal Management 195, 105284, [DOI: 10.1016/j.ocecoaman.2020.105284]
  33. Li, J., Y. Pan, Y. Chen and S. Pan (2020). “Estimating Typhoon Waves based on the Modified ECMWF ERA-5 Wind Data.” Journal of Coastal Research 95(sp1): 1177-1182.
  34. Qu, G., Pan, S., Hu, C., Yao, S., Ding, B. & Liu, F. (2020). “Experimental study on the mechanisms of flow and sediment transport in a vegetated channel”. Proceedings of the Institution of Civil Engineers – Water Management (online), [DOI: 10.1680/jwama.19.00074]
  35. Ji, H., Pan, S. & Chen, S. (2020). “Impact of river discharge on hydrodynamics and sedimentary processes at Yellow River Delta”. Marine Geology, 106210, [DOI: 10.1016/j.margeo.2020.106210]
  36. Kiiza, C., Pan, S.-Q., Bockelmann-Evans, B. & Babatunde, A. (2020). “Predicting pollutant removal in constructed wetlands using artificial neural networks (ANNs)”. Water Science and Engineering, [DOI: 10.1016/j.wse.2020.03.005]
  37. Álvarez, F., Pan, S., Coelho, C. & Baptista, P. (2020). “Modeling Shoreline Changes in Northwest Portugal Using a Process-Based Numerical Model: COAST2D”. Journal of Waterway, Port, Coastal, and Ocean Engineering 146(4), 04020006, [DOI: 10.1061/(ASCE)WW.1943-5460.0000563]
  38. Chen, Q., Zhu, J., Lyu, H., Pan, S. and Chen, S. (2019). “Impacts of topography change on saltwater intrusion over the past decade in the Changjiang Estuary”. Estuarine, Coastal and Shelf Science, 231: 106469.
  39. Kim, S., Pan, S. & Mase, H. (2019). “Artificial neural network-based storm surge forecast model: Practical application to Sakai Minato, Japan”. Applied Ocean Research 91, 101871, [DOI: 10.1016/j.apor.2019.101871]
  40. Gan, M., Chen, Y., Pan, S., Li, J. & Zhou, Z. (2019). “A Modified Nonstationary Tidal Harmonic Analysis Model for the Yangtze Estuarine Tides”. Journal of Atmospheric and Oceanic Technology 36(4), 513-525, [DOI: 10.1175/jtech-d-18-0199.1]
  41. Chen, Y., Li, J., Pan, S., Gan, M., Pan, Y., Xie, D. & Clee, S. (2019). “Joint probability analysis of extreme wave heights and surges along China’s coasts”. Ocean Engineering 177, 97-107, [DOI: https://doi.org/10.1016/j.oceaneng.2018.12.010]
  42. Ji, H., Chen, S., Pan, S., Xu, C., Jiang, C. and Fan, Y., (2018), “Morphological variability of the active Yellow River mouth under the new regime of riverine delivery.” Journal of Hydrology 564: 329-341. [DOI: 10.1016/j.jhydrol.2018.07.014]
  43. Hu, T., Mao, J., Pan, S., Dai, L., Zhang, P., Xu, D. & Dai, H. (2018). “Water level management of lakes connected to regulated rivers: An integrated modeling and analytical methodology”. Journal of Hydrology 562, 796-808, [DOI: 10.1016/j.jhydrol.2018.05.038]
  44. Li, J., Pan, S., Chen, Y., Fan, Y.-M. & Pan, Y. (2018). “Numerical estimation of extreme waves and surges over the northwest Pacific Ocean”. Ocean Engineering 153, 225-241, [DOI: https://doi.org/10.1016/j.oceaneng.2018.01.076]
  45. Jiang, C., Chen, S., Pan, S., Fan, Y. & Ji, H. (2018). “Geomorphic evolution of the Yellow River Delta: Quantification of basin-scale natural and anthropogenic impacts”. Catena 163, 361-377, [DOI: 10.1016/j.catena.2017.12.041]
  46. He, W., Lian, J., Liu, F., Ma, C. & Pan, S. (2018). “Experimental and numerical study on the thrust of a water-retaining curtain”. Journal of Hydroinformatics, [DOI: 10.2166/hydro.2017.095]
  47. Fan, Y., Chen, S., Zhao, B., Pan, S., Jiang, C., Ji, H. (2018), Shoreline dynamics of the active Yellow River delta since the implementation of Water-Sediment Regulation Scheme: A remote-sensing and statistics-based approach, Estuarine, Coastal and Shelf Science, [DOI: 10.1016/j.ecss.2017.11.035]
  48. Jiang, C., Chen, S., Pan, S., Fan, Y. & Ji, H. (2018). “Geomorphic evolution of the Yellow River Delta: Quantification of basin-scale natural and anthropogenic impacts”. Catena 163, 361-377, [DOI: 10.1016/j.catena.2017.12.041]
  49. He, W., Lian, J., Liu, F., Ma, C. & Pan, S. (2018). “Experimental and numerical study on the thrust of a water-retaining curtain”. Journal of Hydroinformatics, [DOI: 10.2166/hydro.2017.095]
  50. Fan, Y., Chen, S., Zhao, B., Pan, S., Jiang, C., Ji, H. (2018), Shoreline dynamics of the active Yellow River delta since the implementation of Water-Sediment Regulation Scheme: A remote-sensing and statistics-based approach, Estuarine, Coastal and Shelf Science, [DOI: 10.1016/j.ecss.2017.11.035]
  51. Lian, J., Qi, C., Liu, F., Gou, W., Pan, S. & Ouyang, Q. (2017). “Air Entrainment and Air Demand in the Spillway Tunnel at the Jinping-I Dam”. Applied Sciences 7(9), 930 [DOI: 10.3390/app70909300]
  52. Jiang, C., Pan, S. & Chen, S. (2017). “Recent morphological changes of the Yellow River (Huanghe) submerged delta: Causes and environmental implications. Geomorphology 293, 93-107, [DOI: 10.1016/j.geomorph.2017.04.036]
  53. Kim, S., Matsumi, Y., Pan, S. & Mase, H. (2016). “A real-time forecast model using artificial neural network for after-runner storm surges on the Tottori coast, Japan”. Ocean Engineering 122, 44-53, [DOI: 10.1016/j.oceaneng.2016.06.017]
  54. Li, J., Chen, Y., Pan, S., Pan, Y., Fang, J. & Sowa, D.M.A. (2016). “Estimation of mean and extreme waves in the East China Seas”. Applied Ocean Research 56, 35-47, [DOI: 10.1016/j.apor.2016.01.005]
  55. Li, J., Chen, Y. & Pan, S. (2016). “Modelling of extreme wave climate in China seas”. Journal of Coastal Research SI 75, 522-526, [DOI: 10.2112/SI75-105.1]
  56. Chen, Y., Li, J. & Pan, S. (2016). “Dynamic analysis of riverbed evolution: Chengtong Reach of Yangtze Estuary”. Journal of Coastal Research SI 75, 203-207, [DOI: 10.2112/SI75-041.1]
  57. Pan, S.-Q., Fan, Y.-M., Chen, J.-M. & Kao, C.-C. (2016). “Optimization of multi-model ensemble forecasting of typhoon waves”. Water Science and Engineering 9(1), 52-57, [DOI:10.1016/j.wse.2016.02.001]
  58. Alvarez, F. & Pan, S.-Q. (2016). “Predicting coastal morphological changes with EOF method”. Water Science and Engineering 9(1), 14-20, [DOI: 10.1016/j.wse.2015.10.003]
  59. Kareem, H.H. & Pan, S. (2016). “Modelling of Groundwater Resources for Al-Najaf City, Iraq”. International Journal of Environmental, Chemical, Ecological, Geological and Geophysical Engineering 10(2), 166-177, [DOI: scholar.waset.org/1999.6/10003691]
  60.  Zhou, J., Pan, S. & Falconer, R.A. (2014). “Optimization modelling of the impacts of a Severn Barrage for a two-way generation scheme using a Continental Shelf model”. Renewable Energy 72, 415-427, [DOI: 10.1016/j.renene.2014.07.036]
  61. Zhou, J, Pan, S. & Falconer, R. (2014) “Effects of open boundary location on the far-field hydrodynamic impact of a Severn Barrage”, Ocean Modelling 73, 19–29, [DOI: 10.1016/j.ocemod.2013.10.006]
  62. Zhang, L., Chen, S., Pan, S., Yi, L.& Jiang, C. (2014). “Sediment variability and transport in the littoral area of the abandoned Yellow River Delta, northern Jiangsu”. J. Geogr. Sci. 24(4), 717-730, [DOI: 10.1007/s11442-014-1115-1]