Select Publications

Book Chapters

Sharma A; Marshall LA; Nott DJ, 2005, 'A Bayesian view of rainfall-runoff modeling: Alternatives for parameter estimation, model comparison and hierarchical model development', in Franks S (ed.), Predictions in ungauged basins: International perspectives on the state of the art and pathways forward, edn. 301, IAHS Press, Wallingford, UK, pp. 299 - 311

Journal articles

Nury AH; Sharma A; Marshall L; Cordery I, 2022, 'A conceptual model for simulating streamflow in a changing snow-covered catchment: application to the data-sparse upper Brahmaputra River basin', Hydrological Sciences Journal, pp. 1 - 14, http://dx.doi.org/10.1080/02626667.2022.2083512

Stephens CM; Pham HT; Marshall LA; Johnson FM, 2022, 'Which rainfall errors can hydrologic models handle? Implications for using satellite‐derived products in sparsely gauged catchments', Water Resources Research, http://dx.doi.org/10.1029/2020wr029331

Razavi S; Hannah DM; Elshorbagy A; Kumar S; Marshall L; Solomatine DP; Dezfuli A; Sadegh M; Famiglietti J, 2022, 'Coevolution of machine learning and process-based modelling to revolutionize Earth and environmental sciences: A perspective', Hydrological Processes, vol. 36, http://dx.doi.org/10.1002/hyp.14596

Kim SSH; Hughes JD; Marshall LA; Petheram C; Sharma A; Vaze J; Crosbie RS, 2022, 'Modelling daily transmission losses in basin-scale river system models under changing hydrological regimes', Hydrological Processes, vol. 36, http://dx.doi.org/10.1002/hyp.14625

Waddington K; Khojasteh D; Marshall L; Rayner D; Glamore W, 2022, 'Quantifying the Effects of Sea Level Rise on Estuarine Drainage Systems', Water Resources Research, vol. 58, http://dx.doi.org/10.1029/2021WR031405

Nury AH; Sharma A; Mehrotra R; Marshall L; Cordery I, 2022, 'Projected Changes in the Tibetan Plateau Snowpack Resulting From Rising Global Temperatures', Journal of Geophysical Research: Atmospheres, vol. 127, http://dx.doi.org/10.1029/2021JD036201

Wu X; Marshall L; Sharma A, 2022, 'Quantifying input uncertainty in the calibration of water quality models: Reordering errors via the secant method', Hydrology and Earth System Sciences, vol. 26, pp. 1203 - 1221, http://dx.doi.org/10.5194/hess-26-1203-2022

Ly K; Metternicht G; Marshall L, 2022, 'Transboundary river basins: Scenarios of hydropower development and operation under extreme climate conditions', Science of the Total Environment, vol. 803, http://dx.doi.org/10.1016/j.scitotenv.2021.149828

Yoon HN; Marshall L; Sharma A; Kim S, 2022, 'Bayesian Model Calibration Using Surrogate Streamflow in Ungauged Catchments', Water Resources Research, vol. 58, http://dx.doi.org/10.1029/2021WR031287

Li D; Marshall L; Liang Z; Sharma A, 2022, 'Hydrologic multi-model ensemble predictions using variational Bayesian deep learning', Journal of Hydrology, vol. 604, http://dx.doi.org/10.1016/j.jhydrol.2021.127221

Wu X; Marshall L; Sharma A, 2022, 'Incorporating multiple observational uncertainties in water quality model calibration', Hydrological Processes, vol. 36, http://dx.doi.org/10.1002/hyp.14452

Kang T-H; Sharma A; Marshall L, 2021, 'Assessing Goodness of Fit for Verifying Probabilistic Forecasts', FORECASTING, vol. 3, pp. 763 - 773, http://dx.doi.org/10.3390/forecast3040047

Li D; Marshall L; Liang Z; Sharma A; Zhou Y, 2021, 'Characterizing distributed hydrological model residual errors using a probabilistic long short-term memory network', Journal of Hydrology, vol. 603, http://dx.doi.org/10.1016/j.jhydrol.2021.126888

Nury AH; Sharma A; Marshall L; Cordery I, 2021, 'Modelling climate change impacts on the Brahmaputra streamflow resulting from changes in snowpack attributes', Journal of Hydrology, vol. 603, pp. 126998 - 126998, http://dx.doi.org/10.1016/j.jhydrol.2021.126998

Pham HT; Marshall L; Johnson F, 2021, 'Daily time series of river water levels derived from a seasonal linear model using multisource satellite products under uncertainty', Journal of Hydrology, vol. 602, pp. 126783 - 126783, http://dx.doi.org/10.1016/j.jhydrol.2021.126783

Li D; Marshall L; Liang Z; Sharma A; Zhou Y, 2021, 'Bayesian LSTM With Stochastic Variational Inference for Estimating Model Uncertainty in Process-Based Hydrological Models', Water Resources Research, vol. 57, http://dx.doi.org/10.1029/2021WR029772

Kim SSH; Marshall LA; Hughes JD; Sharma A; Vaze J, 2021, 'Jointly Calibrating Hydrologic Model Parameters and State Adjustments', Water Resources Research, vol. 57, http://dx.doi.org/10.1029/2020WR028499

Wu X; Marshall L; Sharma A, 2021, 'Quantifying input error in hydrologic modeling using the Bayesian error analysis with reordering (BEAR) approach', Journal of Hydrology, vol. 598, http://dx.doi.org/10.1016/j.jhydrol.2021.126202

Stephens CM; Lall U; Johnson FM; Marshall LA, 2021, 'Landscape changes and their hydrologic effects: Interactions and feedbacks across scales', Earth-Science Reviews, vol. 212, http://dx.doi.org/10.1016/j.earscirev.2020.103466

Ly K; Metternicht G; Marshall L, 2020, 'Simulation of streamflow and instream loads of total suspended solids and nitrate in a large transboundary river basin using Source model and geospatial analysis', Science of the Total Environment, vol. 744, http://dx.doi.org/10.1016/j.scitotenv.2020.140656

Fu B; Horsburgh JS; Jakeman AJ; Gualtieri C; Arnold T; Marshall L; Green TR; Quinn NWT; Volk M; Hunt RJ; Vezzaro L; Croke BFW; Jakeman JD; Snow V; Rashleigh B, 2020, 'Modeling Water Quality in Watersheds: From Here to the Next Generation', Water Resources Research, vol. 56, http://dx.doi.org/10.1029/2020WR027721

Kim S; Pham H; Liu YY; Marshall L; Sharma A, 2020, 'Improving the combination of satellite soil moisture datasets by considering error cross-correlation: A comparison between triple collocation (TC) and extended double instrumental variable (EIVD) alternatives', IEEE Transactions on Geoscience and Remote Sensing, http://dx.doi.org/10.1109/TGRS.2020.3032418

Ly K; Metternicht G; Marshall L, 2020, 'Linking changes in land cover and land use of the lower mekong basin to instream nitrate and total suspended solids variations', Sustainability (Switzerland), vol. 12, pp. 2992 - 2992, http://dx.doi.org/10.3390/su12072992

Stephens CM; Marshall LA; Johnson FM; Lin L; Band LE; Ajami H, 2020, 'Is Past Variability a Suitable Proxy for Future Change? A Virtual Catchment Experiment', Water Resources Research, vol. 56, http://dx.doi.org/10.1029/2019WR026275

Stephens CM; Marshall LA; Johnson FM, 2019, 'Investigating strategies to improve hydrologic model performance in a changing climate', Journal of Hydrology, vol. 579, pp. 124219 - 124219, http://dx.doi.org/10.1016/j.jhydrol.2019.124219

Wu X; Marshall L; Sharma A, 2019, 'The influence of data transformations in simulating Total Suspended Solids using Bayesian inference', Environmental Modelling and Software, vol. 121, http://dx.doi.org/10.1016/j.envsoft.2019.104493

Ly K; Metternicht G; Marshall L, 2019, 'Transboundary river catchment areas of developing countries: Potential and limitations of watershed models for the simulation of sediment and nutrient loads. A review', Journal of Hydrology: Regional Studies, vol. 24, http://dx.doi.org/10.1016/j.ejrh.2019.100605

Nury AH; Sharma A; Marshall L; Mehrotra R, 2019, 'Characterising uncertainty in precipitation downscaling using a Bayesian approach', Advances in Water Resources, vol. 129, pp. 189 - 197, http://dx.doi.org/10.1016/j.advwatres.2019.05.018

Tang Y; Marshall L; Sharma A; Ajami H; Nott DJ, 2019, 'Ecohydrologic Error Models for Improved Bayesian Inference in Remotely Sensed Catchments', Water Resources Research, vol. 55, pp. 4533 - 4549, http://dx.doi.org/10.1029/2019WR025055

Tang Y; Marshall L; Sharma A; Ajami H, 2019, 'Modelling precipitation uncertainties in a multi-objective Bayesian ecohydrological setting', Advances in Water Resources, vol. 123, pp. 12 - 22, http://dx.doi.org/10.1016/j.advwatres.2018.10.015

Pham HT; Kim S; Marshall L; Johnson F, 2019, 'Using 3D robust smoothing to fill land surface temperature gaps at the continental scale', International Journal of Applied Earth Observation and Geoinformation, vol. 82, pp. 101879 - 101879, http://dx.doi.org/10.1016/j.jag.2019.05.012

Stephens CM; McVicar TR; Johnson FM; Marshall LA, 2018, 'Revisiting Pan Evaporation Trends in Australia a Decade on', Geophysical Research Letters, vol. 45, pp. 11 - 172, http://dx.doi.org/10.1029/2018GL079332

Splinter KD; Beuzen T; Marshall L, 2018, 'A comparison of methods for discretizing continuous variables in Bayesian Networks.', Environmental Modelling and Software, vol. 108, pp. 61 - 66, http://dx.doi.org/10.1016/j.envsoft.2018.07.007

Stephens CM; Johnson FM; Marshall LA, 2018, 'Implications of future climate change for event-based hydrologic models', Advances in Water Resources, vol. 119, pp. 95 - 110, http://dx.doi.org/10.1016/j.advwatres.2018.07.004

Guo D; Johnson F; Marshall L, 2018, 'Assessing the Potential Robustness of Conceptual Rainfall-Runoff Models Under a Changing Climate', Water Resources Research, vol. 54, pp. 5030 - 5049, http://dx.doi.org/10.1029/2018WR022636

Pham HT; Marshall L; Johnson F; Sharma A, 2018, 'A method for combining SRTM DEM and ASTER GDEM2 to improve topography estimation in regions without reference data', Remote Sensing of Environment, vol. 210, pp. 229 - 241, http://dx.doi.org/10.1016/j.rse.2018.03.026

Shoaib SA; Marshall L; Sharma A, 2018, 'Attributing uncertainty in streamflow simulations due to variable inputs via the Quantile Flow Deviation metric', Advances in Water Resources, vol. 116, pp. 40 - 55, http://dx.doi.org/10.1016/j.advwatres.2018.01.022

Pham HT; Marshall L; Johnson F; Sharma A, 2018, 'Deriving daily water levels from satellite altimetry and land surface temperature for sparsely gauged catchments: A case study for the Mekong River', Remote Sensing of Environment, vol. 212, pp. 31 - 46, http://dx.doi.org/10.1016/j.rse.2018.04.034

Pathiraja S; Anghileri D; Burlando P; Sharma A; Marshall L; Moradkhani H, 2018, 'Time-varying parameter models for catchments with land use change: The importance of model structure', Hydrology and Earth System Sciences, vol. 22, pp. 2903 - 2919, http://dx.doi.org/10.5194/hess-22-2903-2018

Beuzen T; Splinter KD; Marshall LA; Turner IL; Harley MD; Palmsten ML, 2018, 'Bayesian Networks in coastal engineering: Distinguishing descriptive and predictive applications', Coastal Engineering, vol. 135, pp. 16 - 30, http://dx.doi.org/10.1016/j.coastaleng.2018.01.005

Pathiraja S; Anghileri D; Burlando P; Sharma A; Marshall L; Moradkhani H, 2018, 'Insights on the impact of systematic model errors on data assimilation performance in changing catchments', Advances in Water Resources, vol. 113, pp. 202 - 222, http://dx.doi.org/10.1016/j.advwatres.2017.12.006

Pathiraja S; Moradkhani H; Marshall L; Sharma A; Geenens G, 2018, 'Data-Driven Model Uncertainty Estimation in Hydrologic Data Assimilation', Water Resources Research, vol. 54, pp. 1252 - 1280, http://dx.doi.org/10.1002/2018WR022627

Smith T; Marshall L; McGlynn B, 2018, 'Typecasting catchments: Classification, directionality, and the pursuit of universality', Advances in Water Resources, vol. 112, pp. 245 - 253, http://dx.doi.org/10.1016/j.advwatres.2017.12.020

Tang Y; Marshall L; Sharma A; Ajami H, 2018, 'A Bayesian alternative for multi-objective ecohydrological model specification', Journal of Hydrology, vol. 556, pp. 25 - 38, http://dx.doi.org/10.1016/j.jhydrol.2017.07.040

Payn RA; Hall RO; Kennedy TA; Poole GC; Marshall LA, 2017, 'A coupled metabolic-hydraulic model and calibration scheme for estimating whole-river metabolism during dynamic flow conditions', Limnology and Oceanography: Methods, vol. 15, pp. 847 - 866, http://dx.doi.org/10.1002/lom3.10204

Jones LA; Muhlfeld CC; Marshall LA, 2017, 'Projected warming portends seasonal shifts of stream temperatures in the Crown of the Continent Ecosystem, USA and Canada', Climatic Change, vol. 144, pp. 641 - 655, http://dx.doi.org/10.1007/s10584-017-2060-7

Marshall L, 2017, 'Creativity, Uncertainty, and Automated Model Building', Groundwater, vol. 55, pp. 693 - 697, http://dx.doi.org/10.1111/gwat.12552

Simmons JA; Harley MD; Marshall LA; Turner IL; Splinter KD; Cox RJ, 2017, 'Calibrating and assessing uncertainty in coastal numerical models', Coastal Engineering, vol. 125, pp. 28 - 41, http://dx.doi.org/10.1016/j.coastaleng.2017.04.005

Smith T; Hayes K; Marshall L; McGlynn B; Jencso K, 2016, 'Diagnostic calibration and cross-catchment transferability of a simple process-consistent hydrologic model', Hydrological Processes, vol. 30, pp. 5027 - 5038, http://dx.doi.org/10.1002/hyp.10955


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