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Fundamental and Computational Sciences Directorate

Staff information

Xuesong Zhang

Terrestrial Processes & Adaptation

PNNL Publications


  • Zhang X, RC Izaurralde, DH Manowitz, R Sahajpal, TO West, AM Thomson, M Xu, K Zhao, SD LeDuc, and JR Williams. 2015. "Regional scale cropland carbon budgets: evaluating a geospatial agricultural modeling system using inventory data." Environmental Modelling & Software 63:199-216.  doi:10.1016/j.envsoft.2014.10.005


  • Xiong W, J Balkovic, M van der Velde, X Zhang, RC Izaurralde, R Skalsky, E Lin, N Mueller, and M Obersteiner. 2014. "A calibration procedure to improve global rice yield simulations with EPIC." Ecological Modelling 273:128-139.  doi:10.1016/j.ecolmodel.2013.10.026
  • Zhang X, R Sahajpal, D Manowitz, K Zhao, SD LeDuc, M Xu, W Xiong, A Zhang, RC Izaurralde, AM Thomson, TO West, and WM Post. 2014. "Multi-scale geospatial agroecosystem modeling: a case study on the influence of soil data resolution on carbon budget estimates." Science of the Total Environment 479:138-50.  doi:10.1016/j.scitotenv.2014.01.099


  • Zhao K, D Valle, S Popescu, X Zhang, and B Malick. 2013. "Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection." Remote Sensing of Environment 132:102-119.  doi:10.1016/j.rse.2012.12.026


  • Zhang X, and K Zhao. 2012. "Bayesian Neural Networks for Uncertainty Analysis of Hydrologic Modeling: A Comparison of Two Schemes." Water Resources Management 26(8):2365-2382.  doi:10.1007/s11269-012-0021-5
  • Zhang X. 2012. "Precipitation Estimate Using NEXRAD Ground-Based Radar Images: Validation, Calibration and Spatial Analysis." Chapter 12 in Multiscale Hydrological Remote Sensing: Perspectives and Applications, ed. NB Chang and Y Hong, pp. 271-302.  CRC Press, Boca Raton, FL. 
  • Zong Z, J Job, X Zhang, M Nijim, and X Qin. 2012. "Case study of visualizing global user download patterns using Google Earth and NASA World Wind." Journal of Applied Remote Sensing 6(1):Article No. 061703. 


  • Zhang X, F Liang, B Yu, and Z Zong. 2011. "Explicitly integrating parameter, input, and structure uncertainties into Bayesian Neural Networks for probabilistic hydrologic forecasting." Journal of Hydrology 409 (3-4):696-709.  doi:10.1016/j.jhydrol.2011.09.002
  • Shi P, C Chen, R Srinivasan, X Zhang, T Cai, X Fang, S Qu, X Chen, and Q Li. 2011. "Evaluating the SWAT Model for Hydrological Modeling in the Xixian Watershed and A Comparison with the XAJ Model." Water Resources Management 25(10):2595-2612.  doi:10.1007/s11269-011-9828-8
  • Standart GD, KR Stulken, X Zhang, and Z Zong. 2011. "Geospatial Visualization of Global Satellite Images with Vis-EROS." Environmental Modelling & Software 26(7):980-982.  doi:10.1016/j.envsoft.2011.02.012
  • Xie H, X Zhang, B Yu, and H Sharif. 2011. "Performance evaluation of interpolation methods for incorporating rain gauge measurements into NEXRAD precipitation data: A case study in the Upper Guadalupe River Basin." Hydrological Processes 25(24):3711-3720.  doi:10.1002/hyp.8096


  • Srinivasan R, X Zhang, and JG Arnold. 2010. "SWAT UNGAUGED: HYDROLOGICAL BUDGET AND CROP YIELD PREDICTIONS IN THE UPPER MISSISSIPPI RIVER BASIN ." Transactions of the ASABE 53(5):1533-1546. 


  • Zhang X, S Raghavan, and D Bosch. 2009. "Calibration and uncertainty analysis of the SWAT model using Genetic Algorithms and Bayesian Model Averaging." Journal of Hydrology 374(3-4):307-317.  doi:10.1016/j.jhydrol.2009.06.023

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