Publications
[2024] Garcia, H., Techapinyawat, L., Lee, J., Zhang, H. Equitable stormwater utility fees: an integrated analysis of environmental and socioeconomic factors at the community scale. Computer-Aided Civil and Infrastructure Engineering, accepted. Data.
[2024] Techapinyawat, L., Wang, W.L., Mehrubeoglu, M., Zhang, H. GraphParcelNet: predicting parcel-level imperviousness from geospatial vector data using graph neural networks. ACM SIGSPATIAL 2024 (research paper), accepted.
[2024] Techapinyawat, L., Timms, A., Lee, J., Huang, Y.X., Zhang, H. Integrated urban land cover analysis using deep learning and post-classification correction. Computer-Aided Civil and Infrastructure Engineering. https://doi.org/10.1111/mice.13277. PDF
[2024] Mehrubeoglu, M., Cammarata, K., Zhang, H., McLauchlan, L. Plume motion characterization in unmanned aerial vehicle aerial video and imagery. Journal of Applied Remote Sensing. https://doi.org/10.1117/1.JRS.18.016501. PDF
[2023] Lee, J., Zhang, H., Huang, Y.X. Toward a more socially equitable stormwater management fee: the case of Corpus Christi in Texas, USA. Environment and Planning B: Urban Analytics and City Science. https://doi.org/10.1177/23998083231207535. PDF
[2023] Klassert, C., Yoon, J., Sigel, K., Klauer, B., Talozi, S., Lachaut, T., Selby, P., Knox, S., Avisse, N., Tilmant, A., Harou, J.J., Mustafa, D., Medellin-Azuara, J., Bataineh, B., Zhang, H., Gawel, E., Gorelick. S.M. Unexpected growth of an illegal water market. Nature Sustainability. https://doi.org/10.1038/s41893-023-01177-7. PDF
[2023] Techapinyawat, L., Goulden-Brady, I., Garcia, H., Zhang, H. Aerial characterization of surface depressions in urban watersheds. Journal of Hydrology, 625, Part A. https://doi.org/10.1016/j.jhydrol.2023.129954. PDF
[2022] Zhong, W., Chu, T., Tissot, P., Wu, Z., Chen, J., Zhang, H. Integrated coastal subsidence analysis using InSAR, LiDAR, and land cover data. Remote Sensing of Environment, 282, 113297. https://doi.org/10.1016/j.rse.2022.113297. PDF
[2022] Cao, Y., Zhang, X., Wang, S., Zhang, H., 2022. Robust decision support for seawater desalination system management under consideration of environmental pollution control. Environmental Science and Pollution Research, 1-21, published online. https://doi.org/10.1007/s11356-022-19390-w. PDF
[2021] Yoon, J., Klassert, C., Selby, P., Lachaut, T., Knox, S., Avisse, N., Harou, J., Tilmant, A., Klauer, B., Mustafa, D., Sigel, K., Talozi, S., Gawel, E., Medellín-Azuara, J., Bataineh, B., Zhang, H., Gorelick, S.M. A coupled human–natural system analysis of freshwater security under climate and population change. Proceedings of the National Academy of Sciences of the United States of America, 118(14). https://doi.org/10.1073/pnas.2020431118. PDF
[2020] Liang, J. Liu,Q., Zhang, H., Li, X.D., Qian, Z., Lei, M.Q., Li, X., Peng, Y.H., Li, S., Zeng, G.M. Interactive effects of climate variability and human activities on blue and green water scarcity in rapidly developing watershed. Journal of Cleaner Production, 265: 121834. https://doi.org/10.1016/j.jclepro.2020.121834. PDF
[2020] Zhang, H., Gorelick, S.M., Zimba, P.V. Extracting Impervious Surface from Aerial Imagery Using Semi-Automatic Sampling and Spectral Stability. Remote Sensing, 12(3): 506. https://doi.org/10.3390/rs12030506. PDF
[2019] Han, J.C., Huang, Y.F., Zhang, H., Wu, X. Characterization of elevation and land cover dependent trends of NDVI variations in the Hexi region, northwest China. Journal of Environmental Management, 232: 1037-1048. https://doi.org/10.1016/j.jenvman.2018.11.069. PDF
[2019] Zhang, H., Zimba, P.V., Nzewi, E.U. A New Pseudoinvariant Near-Infrared Threshold Method for Relative Radiometric Correction of Aerial Imagery. Remote Sensing, 11(16): 1931. https://doi.org/10.3390/rs11161931. PDF
[2018] Cai, B.F., Wang, X.Q, Huang, G.H., Wang, J.N., Cao, D., Baetz, B.W., Liu, L., Zhang, H., Fenech, A., Liu, Z. Spatiotemporal Changes of China's Carbon Emissions. Geophysical Research Letters, 45(16): 8536-8546. https://doi.org/10.1029/2018GL079564. PDF
[2017] Avisse, N., Tilmant, A., Müller, M.F., Zhang, H. Monitoring small reservoirs' storage with satellite remote sensing in inaccessible areas. Hydrology and Earth System Sciences, 21(12): 6445-6459. https://doi.org/10.5194/hess-21-6445-2017. PDF
[2017] Zhang, H., Gorelick, S.M., Zimba, P.V., Zhang, X. A remote sensing method for estimating regional reservoir area and evaporative loss. Journal of Hydrology, 555: 213-227. https://doi.org/10.1016/j.jhydrol.2017.10.007. PDF
[2017] Zhang, H., Zimba, P.V. Analyzing the effects of estuarine freshwater fluxes on fish abundance using artificial neural network ensembles. Ecological Modelling, 359: 103-116. https://doi.org/10.1016/j.ecolmodel.2017.05.010. PDF
[2016] Zhang, H., Gorelick, S.M., Avisse, N., Tilmant, A., Rajsekhar, D., Yoon, J. A New Temperature-Vegetation Triangle Algorithm with Variable Edges (TAVE) for Satellite-Based Actual Evapotranspiration Estimation. Remote Sensing, 8(9): 735. https://doi.org/10.3390/rs8090735. PDF
[2015] Han, J.C., Huang, G.H., Huang, Y.F., Zhang, H., Li, Z., Li, Y.P. Chance-constrained overland flow modeling for improving conceptual distributed hydrologic simulations based on scaling representation of sub-daily rainfall variability. Science of The Total Environment, 524: 8-22. https://doi.org/10.1016/j.scitotenv.2015.02.107. PDF
[2015] Huang, G.H., Qin, X.S., He, L., Zhang, H., Li, Y.P., Li, Z. Nonstationary desertification dynamics of desert oasis under climate change and human interference. Journal of Geophysical Research: Atmospheres, 120(23): 878-888. https://doi.org/10.1002/2015JD023826. PDF
[2015] Li, Z., Huang, G.H., Han, J.C., Wang, X.Q., Cheng, G.H., Zhang, H., Huang, W. Development of a stepwise-clustered hydrological inference model. Journal of Hydrologic Engineering, 20(10): 04015008. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001165. PDF
[2014] Zhang, H., Moffett, K.B., Windham-Myers, L., Gorelick, S.M. Hydrological Controls on Methylmercury Distribution and Flux in a Tidal Marsh. Environmental science & technology, 48(12): 6795-6804. https://doi.org/10.1021/es500781g. PDF
[2014] Wang, S., Huang, G.H., Lin, Q.G., Li, Z., Zhang, H., Fan, Y.R. Comparison of interpolation methods for estimating spatial distribution of precipitation in Ontario, Canada. International Journal of Climatology, 34(14): 3745-3751. https://doi.org/10.1002/joc.3941. PDF
[2014] Zhang, H., Gorelick, S.M. Coupled impacts of sea-level rise and tidal marsh restoration on endangered California clapper rail. Biological Conservation, 172: 89-100. https://doi.org/10.1016/j.biocon.2014.02.016. PDF
[2014] Han, J.C., Huang, G.H., Zhang, H., Li, Z., Li, Y.P., 2014. Bayesian uncertainty analysis in hydrological modeling associated with watershed subdivision level: a case study of SLURP model applied to the Xiangxi River watershed, China. Stochastic Environmental Research and Risk Assessment, 28(4): 973-989. https://doi.org/10.1007/s00477-013-0792-0. PDF
[2014] Han, J.C., Huang, G.H., Zhang, H., Li, Z., Li, Y.P. Effects of watershed subdivision level on semi-distributed hydrological simulations: case study of the SLURP model applied to the Xiangxi River watershed, China. Hydrological Sciences Journal, 59(1): 108-125. https://doi.org/10.1080/02626667.2013.854368. PDF
[2014] Han, J.C., Huang, G.H., Zhang, H., Li, Z., Li, Y.P. Heterogeneous precipitation and streamflow trends in the Xiangxi River watershed, 1961–2010. Journal of Hydrologic Engineering, 19(6): 1247-1258. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000898. PDF
[2013] Zhang, H., Huang, G.H. Development of climate change projections for small watersheds using multi-model ensemble simulation and stochastic weather generation. Climate Dynamics, 40(3): 805-821. https://doi.org/10.1007/s00382-012-1490-1. PDF
[2013] Zhang, H., Huang, G.H., Wang, D. Establishment of channel networks in a digital elevation model of the prairie region through hydrological correction and geomorphological assessment. Canadian Water Resources Journal, 38(1): 12-23. https://doi.org/10.1080/07011784.2013.773788. PDF
[2013] Han, J.C., Huang, G.H., Zhang, H., Li, Z. Optimal Land Use Management for Soil Erosion Control by Using an Interval-Parameter Fuzzy Two-Stage Stochastic Programming Approach. Environmental Management, 52(3): 621-638. https://doi.org/10.1007/s00267-013-0122-9. PDF
[2012] Han, J.C., Huang, G.H., Zhang, H., Zhuge, Y.S., He, L. Fuzzy constrained optimization of eco‐friendly reservoir operation using self‐adaptive genetic algorithm: a case study of a cascade reservoir system in the Yalong River, China. Ecohydrology, 5(6): 768-778. https://doi.org/10.1002/eco.267. PDF
[2012] Zhang, H., Huang, G.H., Wang, D.L., Zhang, X.D., Li, G.C., An, C.J., Cui, Z., Liao, R.F., Nie, X.H. An integrated multi-level watershed-reservoir modeling system for examining hydrological and biogeochemical processes in small prairie watersheds. Water Research, 46(4): 1207-1224. https://doi.org/10.1016/j.watres.2011.12.021. PDF
[2012] Zheng, R.B., Huang, G.H., Zhang, Y.M., Zhang, H., 2012. Inexact De Novo Programming for Agricultural Irrigation System Planning. Environmental Engineering Science, 29(7): 700-712. https://doi.org/10.1089/ees.2010.0315. PDF
[2011] Zhang, H., Huang, G. Assessment of non-point source pollution using a spatial multicriteria analysis approach. Ecological Modelling, 222(2): 313-321. https://doi.org/10.1016/j.ecolmodel.2009.12.011. PDF
[2011] Zhang, H., Huang, G.H., Wang, D., Zhang, X. Multi-period calibration of a semi-distributed hydrological model based on hydroclimatic clustering. Advances in Water Resources, 34(10): 1292-1303. https://doi.org/10.1016/j.advwatres.2011.06.005. PDF
[2011] Zhang, H., Huang, G.H., Wang, D., Zhang, X.D. Uncertainty assessment of climate change impacts on the hydrology of small prairie wetlands. Journal of hydrology, 396(1-2): 94-103. https://doi.org/10.1016/j.jhydrol.2010.10.037. PDF
[2009] Zhang, H., Huang, G.H., Zeng, G.M. Health risks from arsenic-contaminated soil in Flin Flon–Creighton, Canada: Integrating geostatistical simulation and dose–response model. Environmental pollution, 157(8-9): 2413-2420. https://doi.org/10.1016/j.envpol.2009.03.014. PDF
[2009] Zhang, H., Huang, G. Building channel networks for flat regions in digital elevation models. Hydrological Processes, 23(20): 2879-2887. https://doi.org/10.1002/hyp.7378. PDF
[2008] Qin, X.S., Huang, G.H., Zhang, H., Chakma, A. An integrated decision support system for management of CO2 geologic storage in the Weyburn Field. Petroleum Science and Technology, 26(7-8): 813-843. https://doi.org/10.1080/10916460701824482. PDF
[2007] Li, Z.W., Zeng, G.M., Zhang, H., Yang, B., Jiao, S. The integrated eco-environment assessment of the red soil hilly region based on GIS—a case study in Changsha City, China. Ecological modelling, 202(3-4): 540-546. https://doi.org/10.1016/j.ecolmodel.2006.11.014. PDF
[2005] Zhang, H., Zeng, G.M., Li, Z.W., Huang, G., Xie, G. Multi-temporal remote sensing information model for for pollution monitoring of inland water. Environmental Monitoring In China, 5: 63-68.
[2004] Zhang, H., Zhu, H., Zeng, G., Huan, G., Li, Z.W., Li, Q., Wan, Y.L., Hong, Y.X., Li, J.B., Christine, W.C. Applications of remote sensing for inland water quality. Transactions of Nonferrous Metals Society of China, 14(1): 116.
[2004] Zhang, S., Zeng, G., Huang, G., Zhang, P., Xie, G., He, L., Zhang, H. Denoising with wavelet analysis and its application to estimate water quality model parameters. Transactions of Nonferrous Metals Society of China, 14(1): 193.