Select Publications

Book Chapters

Sharma A;Marshall L;Nott D, 2005, 'A bayesian view of rainfall-runoff modelling: Alternatives for parameter estimation, model comparison and hierarchical model development', in IAHS-AISH Publication, edn. 301, pp. 299 - 311

Journal articles

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, pp. 1 - 15, 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

Pathiraja S;Marshall L;Sharma A;Moradkhani H, 2016, 'Hydrologic modeling in dynamic catchments: A data assimilation approach', Water Resources Research, vol. 52, pp. 3350 - 3372, http://dx.doi.org/10.1002/2015WR017192

Shoaib SA;Marshall L;Sharma A, 2016, 'A metric for attributing variability in modelled streamflows', Journal of Hydrology, vol. 541, pp. 1475 - 1487, http://dx.doi.org/10.1016/j.jhydrol.2016.08.050

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

Pathiraja S;Marshall L;Sharma A;Moradkhani H, 2016, 'Detecting non-stationary hydrologic model parameters in a paired catchment system using data assimilation', Advances in Water Resources, vol. 94, pp. 103 - 119, http://dx.doi.org/10.1016/j.advwatres.2016.04.021

Tang Y;Marshall L;Sharma A;Smith T, 2016, 'Tools for investigating the prior distribution in Bayesian hydrology', Journal of Hydrology, vol. 538, pp. 551 - 562, http://dx.doi.org/10.1016/j.jhydrol.2016.04.032

Mensah DK;Nott DJ;Tan LS L;Marshall L, 2016, 'Functional models for longitudinal data with covariate dependent smoothness', Electronic Journal of Statistics, vol. 10, pp. 527 - 549, http://dx.doi.org/10.1214/16-EJS1113

Wetlaufer K;Hendrikx J;Marshall L, 2016, 'Spatial Heterogeneity of Snow Density and Its Influence on Snow Water Equivalence Estimates in a Large Mountainous Basin', Hydrology, vol. 3, pp. 3 - 3, http://dx.doi.org/10.3390/hydrology3010003

Kleindl WJ;Rains MC;Marshall LA;Hauer FR, 2015, 'Fire and flood expand the floodplain shifting habitat mosaic concept', Freshwater Science, vol. 34, pp. 1366 - 1382, http://dx.doi.org/10.1086/684016

Smith T;Marshall L;Sharma A, 2015, 'Modeling residual hydrologic errors with Bayesian inference', Journal of Hydrology, vol. 528, pp. 29 - 37, http://dx.doi.org/10.1016/j.jhydrol.2015.05.051

Schleier JJ;Marshall LA;Davis RS;Peterson RK D, 2015, 'A quantitative approach for integrating multiple lines of evidence for the evaluation of environmental health risks', PeerJ, vol. 2015, http://dx.doi.org/10.7717/peerj.730

Long JA;Lawrence RL;Miller PR;Marshall LA;Greenwood MC, 2014, 'Adoption of cropping sequences in northeast Montana: A spatio-temporal analysis', Agriculture, Ecosystems and Environment, vol. 197, pp. 77 - 87, http://dx.doi.org/10.1016/j.agee.2014.07.022

Zhao Y;Wang P;Jiang J;Sharma A;Sivakumar B;Marshall L, 2014, 'A Bayesian method for multi-pollution source water quality model and seasonal water quality management in river segments', Environmental Modelling and Software, http://dx.doi.org/10.1016/j.envsoft.2014.03.005

Long JA;Lawrence RL;Miller PR;Marshall LA, 2014, 'Changes in field-level cropping sequences: Indicators of shifting agricultural practices', Agriculture, Ecosystems and Environment, vol. 189, pp. 11 - 20, http://dx.doi.org/10.1016/j.agee.2014.03.015

Jones LA;Muhlfeld CC;Marshall LA;Mcglynn BL;Kershner JL, 2014, 'Estimating thermal regimes of bull trout and assessing the potential effects of climate warming on critical habitats', River Research and Applications, vol. 30, pp. 204 - 216, http://dx.doi.org/10.1002/rra.2638

Smith T;Marshall L;Sharma A, 2014, 'Predicting hydrologic response through a hierarchical catchment knowledgebase: A Bayes empirical Bayes approach', Water Resources Research, vol. 50, pp. 1189 - 1204, http://dx.doi.org/10.1002/2013WR015079

Smith T;Marshall L;McGlynn B, 2014, 'Calibrating hydrologic models in flow-corrected time', Water Resources Research, vol. 50, pp. 748 - 753, http://dx.doi.org/10.1002/2013WR014635

Smith T;Marshall L;McGlynn B;Jencso K, 2013, 'Using field data to inform and evaluate a new model of catchment hydrologic connectivity', Water Resources Research, vol. 49, pp. 6834 - 6846, http://dx.doi.org/10.1002/wrcr.20546

Jeremiah E;Marshall L;Sharma A, 2013, 'Modelling and understanding the hierarchy in a mixture of experts using multiple catchment descriptors', Journal of Hydrology, vol. 507, pp. 273 - 286, http://dx.doi.org/10.1016/j.jhydrol.2013.09.049

Jones LA;Muhlfeld CC;Marshall LA;Mcglynn BL;Kershner JL, 2013, 'Estimating thermal regimes of bull trout and assessing the potential effects of climate warming on critical habitats', River Research and Applications, http://dx.doi.org/10.1002/rra.2638

Nott DJ;Marshall L;Fielding M;Liong S-Y, 2013, 'Mixtures of experts for understanding model discrepancy in dynamic computer models', Computational Statistics and Data Analysis, http://dx.doi.org/10.1016/j.csda.2013.04.020

Long JA;Lawrence RL;Greenwood MC;Marshall L;Miller PR, 2013, 'Object-oriented crop classification using multitemporal ETM+ SLC-off imagery and random forest', GIScience and Remote Sensing, vol. 50, pp. 418 - 436, http://dx.doi.org/10.1080/15481603.2013.817150

Mullen R;Marshall L;Mcglynn B, 2013, 'A beta regression model for improved solar radiation predictions', Journal of Applied Meteorology and Climatology, vol. 52, pp. 1923 - 1938, http://dx.doi.org/10.1175/JAMC-D-12-038.1

Jeremiah E;Marshall L;Sisson SA;Sharma A, 2013, 'Specifying a hierarchical mixture of experts for hydrologic modeling: Gating function variable selection', Water Resources Research, vol. 49, pp. 2926 - 2939, http://dx.doi.org/10.1002/wrcr.20150

Kelleher C;Wagener T;Gooseff M;McGlynn B;McGuire K;Marshall L, 2012, 'Investigating controls on the thermal sensitivity of Pennsylvania streams', Hydrological Processes, vol. 26, pp. 771 - 785, http://dx.doi.org/10.1002/hyp.8186

Nott DJ;Marshall L;Ngoc TM, 2012, 'The ensemble Kalman filter is an ABC algorithm', Statistics and Computing, vol. 22, pp. 1273 - 1276, http://dx.doi.org/10.1007/s11222-011-9300-x

Schleier JJ;Peterson RK D;Irvine KM;Marshall LM;Weaver DK;Preftakes CJ, 2012, 'Environmental fate model for ultra-low-volume insecticide applications used for adult mosquito management', Science of the Total Environment, vol. 438, pp. 72 - 79, http://dx.doi.org/10.1016/j.scitotenv.2012.07.059

Wagener T;Kelleher C;Weiler M;McGlynn B;Gooseff M;Marshall L;Meixner T;McGuire K;Gregg S;Sharma P;Zappe S, 2012, 'It takes a community to raise a hydrologist: The Modular Curriculum for Hydrologic Advancement (MOCHA)', Hydrology and Earth System Sciences, vol. 16, pp. 3405 - 3418, http://dx.doi.org/10.5194/hess-16-3405-2012

Nott DJ;Marshall L;Brown J, 2012, 'Generalized likelihood uncertainty estimation (GLUE) and approximate Bayesian computation: What's the connection?', Water Resources Research, vol. 48, http://dx.doi.org/10.1029/2011WR011128

Jeremiah E;Sisson SA;Sharma A;Marshall L, 2012, 'Efficient hydrological model parameter optimization with Sequential Monte Carlo sampling', Environmental Modelling and Software, vol. 38, pp. 283 - 295, http://dx.doi.org/10.1016/j.envsoft.2012.07.001

Riveros-Iregui DA;McGlynn BL;Marshall LA;Welsch DL;Emanuel RE;Epstein HE, 2011, 'A watershed-scale assessment of a process soil CO2 production and efflux model', Water Resources Research, vol. 47, http://dx.doi.org/10.1029/2010WR009941

Jewett JT;Lawrence RL;Marshall LA;Gessler PE;Powell SL;Savage SL, 2011, 'Spatiotemporal relationships between climate and whitebark pine mortality in the greater yellowstone ecosystem', Forest Science, vol. 57, pp. 320 - 335

Gardner KK;Mcglynn BL;Marshall LA, 2011, 'Quantifying watershed sensitivity to spatially variable N loading and the relative importance of watershed N retention mechanisms', Water Resources Research, vol. 47, http://dx.doi.org/10.1029/2010WR009738

Nippgen F;McGlynn BL;Marshall LA;Emanuel RE, 2011, 'Landscape structure and climate influences on hydrologic response', Water Resources Research, vol. 47, http://dx.doi.org/10.1029/2011WR011161

Smith TJ;Marshall LA, 2010, 'Exploring uncertainty and model predictive performance concepts via a modular snowmelt-runoff modeling framework', Environmental Modelling and Software, vol. 25, pp. 691 - 701, http://dx.doi.org/10.1016/j.envsoft.2009.11.010

Jencso KG;McGlynn BL;Gooseff MN;Wondzell SM;Bencala KE;Marshall LA, 2009, 'Hydrologic connectivity between landscapes and streams: Transferring reach- and plot-scale understanding to the catchment scale', Water Resources Research, vol. 45, http://dx.doi.org/10.1029/2008WR007225

Smith TJ;Marshall LA, 2009, 'A conceptual precipitation-runoff modeling suite: Model selection, calibration and predictive uncertainty assessment', 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 3556 - 3562

Wagener T;Weiler M;McGlynn B;Gooseff M;Meixner T;Marshall L;McGuire K;McHale M, 2007, 'Taking the pulse of hydrology education', Hydrological Processes, vol. 21, pp. 1789 - 1792, http://dx.doi.org/10.1002/hyp.6766

Marshall L;Sharma A;Nott DJ, 2007, 'A single model ensemble versus a dynamic modeling platform: Semi-distributed rainfall runoff modeling in a Hierarchical Mixtures of Expert framework', Geophysical Research Letters, vol. 34, http://dx.doi.org/10.1029/2006GL028054

Marshall L;Nott D;Sharma A, 2007, 'Towards dynamic catchment modelling: A Bayesian hierarchical mixtures of experts framework', Hydrological Processes, vol. 21, pp. 847 - 861, http://dx.doi.org/10.1002/hyp.6294

Marshall L;Sharma A;Nott D, 2006, 'Modeling the catchment via mixtures: Issues of model specification and validation', Water Resources Research, vol. 42, http://dx.doi.org/10.1029/2005WR004613

Marshall L;Nott D;Sharma A, 2005, 'Hydrological model selection: A Bayesian alternative', Water Resources Research, vol. 41, http://dx.doi.org/10.1029/2004WR003719

Marshall LA;Nott DJ;Sharma A, 2005, 'Hydrological model selection: A Bayesian alternative - art no. W10422', Water Resources Research, vol. 41, pp. 1 - 11

Marshall L;Nott D;Sharma A, 2004, 'A comparative study of Markov chain Monte Carlo methods for conceptual rainfall-runoff modeling', Water Resources Research, vol. 40

Roser D;Skinner J;LeMaitre C;Marshall L;Baldwin J;Billington K;Kotz S;Clarkson K;Ashbolt N, 2002, 'Automated event sampling for microbiological and related analytes in remote sites: A comprehensive system', Water Science and Technology: Water Supply, vol. 2, pp. 123 - 130

Conference Papers

Beuzen ;Splinter KD;Turner IL;Harley MD;Marshall L, 2017, 'Predicting storm erosion on sandy coastlines using a Bayesian network', in Predicting storm erosion on sandy coastlines using a Bayesian network, Australasian Coasts and Ports Conference, Cairns, Australia, presented at Australasian Coasts and Ports Conference, Cairns, Australia, 21 - 23 June 2017

Simmons JA;Marshall LA;Turner IL;Splinter KD;Cox RJ;Harley MD;Hanslow DJ;Kinsela MA, 2015, 'A more rigorous approach to calibrating and assessing the uncertainty of coastal numerical models', in Australian Coasts and Ports 2015 Conference, pp. 821 - 827


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