Valentijn Pauwels - Publications

Affiliations: 
Monash University, Victoria, Australia 
Area:
Hydrology, Optimization

59 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Gebler S, Kurtz W, Pauwels VRN, Kollet S, Vereecken H, Hendricks Franssen H. Assimilation of High‐Resolution Soil Moisture Data Into an Integrated Terrestrial Model for a Small‐Scale Head‐Water Catchment Water Resources Research. 55: 10358-10385. DOI: 10.1029/2018Wr024658  0.37
2018 Li Y, Grimaldi S, Pauwels VR, Walker JP. Hydrologic model calibration using remotely sensed soil moisture and discharge measurements: The impact on predictions at gauged and ungauged locations Journal of Hydrology. 557: 897-909. DOI: 10.1016/J.JHYDROL.2018.01.013  0.372
2018 Grimaldi S, Li Y, Walker JP, Pauwels VRN. Effective Representation of River Geometry in Hydraulic Flood Forecast Models Water Resources Research. 54: 1031-1057. DOI: 10.1002/2017WR021765  0.314
2017 Clark MP, Bierkens MFP, Samaniego L, Woods RA, Uijlenhoet R, Bennett KE, Pauwels VRN, Cai X, Wood AW, Peters-Lidard CD. The evolution of process-based hydrologic models: Historical challenges and the collective quest for physical realism. Hydrology and Earth System Sciences. 21: 3427-3440. PMID 32747855 DOI: 10.5194/Hess-21-3427-2017  0.786
2017 Wright A, Walker JP, Robertson DE, Pauwels VRN. A comparison of the discrete cosine and wavelet transforms for hydrologic model input data reduction Hydrology and Earth System Sciences. 21: 3827-3838. DOI: 10.5194/HESS-21-3827-2017  0.344
2017 Clark MP, Bierkens MFP, Samaniego L, Woods RA, Uijlenhoet R, Bennett KE, Pauwels VRN, Cai X, Wood AW, Peters-Lidard CD. The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism Hydrology and Earth System Sciences. 21: 3427-3440. DOI: 10.5194/HESS-21-3427-2017  0.759
2016 Li Y, Grimaldi S, Walker JP, Pauwels VRN. Application of remote sensing data to constrain operational rainfall-driven flood forecasting: A review Remote Sensing. 8. DOI: 10.3390/rs8060456  0.332
2016 Lievens H, De Lannoy GJM, Al Bitar A, Drusch M, Dumedah G, Hendricks Franssen HJ, Kerr YH, Tomer SK, Martens B, Merlin O, Pan M, Roundy JK, Vereecken H, Walker JP, Wood EF, ... ... Pauwels VRN, et al. Assimilation of SMOS soil moisture and brightness temperature products into a land surface model Remote Sensing of Environment. 180: 292-304. DOI: 10.1016/J.Rse.2015.10.033  0.79
2016 Grimaldi S, Li Y, Pauwels VRN, Walker JP. Remote Sensing-Derived Water Extent and Level to Constrain Hydraulic Flood Forecasting Models: Opportunities and Challenges Surveys in Geophysics. 37: 977-1034. DOI: 10.1007/s10712-016-9378-y  0.347
2015 Lievens H, Al Bitar A, Verhoest NEC, Cabot F, de Lannoy GJM, Drusch M, Dumedah G, Hendricks Franssen HJ, Kerr Y, Tomer SK, Martens B, Merlin O, Pan M, van den Berg MJ, Vereecken H, ... ... Pauwels VRN, et al. Optimization of a radiative transfer forward operator for simulating SMOS brightness temperatures over the upper Mississippi basin Journal of Hydrometeorology. 16: 1109-1134. DOI: 10.1175/Jhm-D-14-0052.1  0.65
2015 Verhoest NEC, Van Den Berg MJ, Martens B, Lievens H, Wood EF, Pan M, Kerr YH, Al Bitar A, Tomer SK, Drusch M, Vernieuwe H, De Baets B, Walker JP, Dumedah G, Pauwels VRN. Copula-based downscaling of coarse-scale soil moisture observations with implicit bias correction Ieee Transactions On Geoscience and Remote Sensing. 53: 3507-3521. DOI: 10.1109/Tgrs.2014.2378913  0.658
2015 Lievens H, Tomer SK, Al Bitar A, De Lannoy GJM, Drusch M, Dumedah G, Hendricks Franssen HJ, Kerr YH, Martens B, Pan M, Roundy JK, Vereecken H, Walker JP, Wood EF, Verhoest NEC, ... Pauwels VRN, et al. SMOS soil moisture assimilation for improved hydrologic simulation in the Murray Darling Basin, Australia Remote Sensing of Environment. 168: 146-162. DOI: 10.1016/J.Rse.2015.06.025  0.795
2015 Yee MS, Pauwels VRN, Daly E, Beringer J, Rüdiger C, McCabe MF, Walker JP. A comparison of optical and microwave scintillometers with eddy covariance derived surface heat fluxes Agricultural and Forest Meteorology. 213: 226-239. DOI: 10.1016/j.agrformet.2015.07.004  0.493
2015 Pauwels VRN, De Lannoy GJM. Error covariance calculation for forecast bias estimation in hydrologic data assimilation Advances in Water Resources. 86: 284-296. DOI: 10.1016/j.advwatres.2015.05.013  0.308
2015 Loosvelt L, Pauwels VRN, Verhoest NEC. On the significance of crop-type information for the simulation of catchment hydrology Hydrological Processes. 29: 915-926. DOI: 10.1002/hyp.10204  0.308
2014 Dessie M, Verhoest NEC, Pauwels VRN, Admasu T, Poesen J, Adgo E, Deckers J, Nyssen J. Analyzing runoff processes through conceptual hydrological modeling in the Upper Blue Nile Basin, Ethiopia Hydrology and Earth System Sciences. 18: 5149-5167. DOI: 10.5194/hess-18-5149-2014  0.378
2014 Loosvelt L, De Baets B, Pauwels VRN, Verhoest NEC. Assessing hydrologic prediction uncertainty resulting from soft land cover classification Journal of Hydrology. 517: 411-424. DOI: 10.1016/j.jhydrol.2014.05.049  0.31
2013 Samain B, Pauwels VRN. Opportunities and challenges for the use of scintillometer-based catchment-averaged evapotranspiration estimates as model forcing Hydrology and Earth System Sciences Discussions. 10: 3973-4013. DOI: 10.5194/HESSD-10-3973-2013  0.416
2013 Loosvelt L, Vernieuwe H, Pauwels VRN, De Baets B, Verhoest NEC. Local sensitivity analysis for compositional data with application to soil texture in hydrologic modelling Hydrology and Earth System Sciences. 17: 461-478. DOI: 10.5194/hess-17-461-2013  0.404
2013 Samain B, Pauwels VRN. Impact of potential and (scintillometer-based) actual evapotranspiration estimates on the performance of a lumped rainfall-runoff model Hydrology and Earth System Sciences. 17: 4525-4540. DOI: 10.5194/Hess-17-4525-2013  0.784
2013 De Lannoy GJM, Reichle RH, Pauwels VRN. Global calibration of the GEOS-5 L-band microwave radiative transfer model over nonfrozen land using SMOS observations Journal of Hydrometeorology. 14: 765-785. DOI: 10.1175/JHM-D-12-092.1  0.336
2012 Montzka C, Pauwels VR, Franssen HJ, Han X, Vereecken H. Multivariate and multiscale data assimilation in terrestrial systems: a review. Sensors (Basel, Switzerland). 12: 16291-333. PMID 23443380 DOI: 10.3390/s121216291  0.324
2012 Plaza DA, De Keyser R, De Lannoy GJM, Giustarini L, Matgen P, Pauwels VRN. The importance of parameter resampling for soil moisture data assimilation into hydrologic models using the particle filter Hydrology and Earth System Sciences. 16: 375-390. DOI: 10.5194/Hess-16-375-2012  0.759
2012 Samain B, Simons GWH, Voogt MP, Defloor W, Bink NJ, Pauwels VRN. Consistency between hydrological model, large aperture scintillometer and remote sensing based evapotranspiration estimates for a heterogeneous catchment Hydrology and Earth System Sciences. 16: 2095-2107. DOI: 10.5194/Hess-16-2095-2012  0.767
2012 Samain B, Defloor W, Pauwels VRN. Continuous time series of catchment-averaged sensible heat flux from a large aperture scintillometer: Efficient estimation of stability conditions and importance of fluxes under stable conditions Journal of Hydrometeorology. 13: 423-442. DOI: 10.1175/Jhm-D-11-030.1  0.733
2012 Matgen P, Fenicia F, Heitz S, Plaza D, de Keyser R, Pauwels VRN, Wagner W, Savenije H. Can ASCAT-derived soil wetness indices reduce predictive uncertainty in well-gauged areas? A comparison with in situ observed soil moisture in an assimilation application Advances in Water Resources. 44: 49-65. DOI: 10.1016/J.Advwatres.2012.03.022  0.771
2011 Vernieuwe H, De Baets B, Minet J, Pauwels VRN, Lambot S, Vanclooster M, Verhoest NEC. Integrating coarse-scale uncertain soil moisture data into a fine-scale hydrological modelling scenario Hydrology and Earth System Sciences. 15: 3101-3114. DOI: 10.5194/hess-15-3101-2011  0.416
2011 Giustarini L, Matgen P, Hostache R, Montanari M, Plaza D, Pauwels VRN, De Lannoy GJM, De Keyser R, Pfister L, Hoffmann L, Savenije HHG. Assimilating SAR-derived water level data into a hydraulic model: A case study Hydrology and Earth System Sciences. 15: 2349-2365. DOI: 10.5194/Hess-15-2349-2011  0.769
2011 De Lathauwer E, Timmermans W, Satalino G, Mattia F, Loew A, Jiménez-Muñoz JC, Hidalgo V, Sobrino JA, Pauwels VRN. Estimation of the spatially distributed surface energy budget for AgriSAR 2006, part II: Integration of remote sensing and hydrologic modeling Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 4: 482-493. DOI: 10.1109/JSTARS.2010.2094997  0.426
2011 Pauwels VRN, De Lannoy GJM. Multivariate calibration of a water and energy balance model in the spectral domain Water Resources Research. 47. DOI: 10.1029/2010WR010292  0.355
2011 Loosvelt L, Pauwels VRN, Cornelis WM, De Lannoy GJM, Verhoest NEC. Impact of soil hydraulic parameter uncertainty on soil moisture modeling Water Resources Research. 47. DOI: 10.1029/2010WR009204  0.334
2011 Samain B, Ferket BVA, Defloor W, Pauwels VRN. Estimation of catchment averaged sensible heat fluxes using a large aperture scintillometer Water Resources Research. 47. DOI: 10.1029/2009Wr009032  0.767
2010 Matgen P, Montanari M, Hostache R, Pfister L, Hoffmann L, Plaza D, Pauwels VRN, De Lannoy GJM, De Keyser R, Savenije HHG. Towards the sequential assimilation of SAR-derived water stages into hydraulic models using the Particle Filter: Proof of concept Hydrology and Earth System Sciences. 14: 1773-1785. DOI: 10.5194/Hess-14-1773-2010  0.778
2010 Ferket BVA, Samain B, Pauwels VRN. Internal validation of conceptual rainfall-runoff models using baseflow separation Journal of Hydrology. 381: 158-173. DOI: 10.1016/J.Jhydrol.2009.11.038  0.787
2009 Mattia F, Satalino G, Pauwels VRN, Loew A. Soil moisture retrieval through a merging of multi-temporal L-band SAR data and hydrologic modelling Hydrology and Earth System Sciences. 13: 343-356. DOI: 10.5194/Hess-13-343-2009  0.454
2009 De Lannoy GJM, Houser PR, Verhoest NEC, Pauwels VRN. Adaptive soil moisture profile filtering for horizontal information propagation in the independent column-based CLM2.0 Journal of Hydrometeorology. 10: 766-779. DOI: 10.1175/2008JHM1037.1  0.378
2009 Pauwels VRN, Balenzano A, Satalino G, Skriver H, Verhoest NEC, Mattia F. Optimization of soil hydraulic model parameters using Synthetic Aperture Radar data: An integrated multidisciplinary approach Ieee Transactions On Geoscience and Remote Sensing. 47: 455-467. DOI: 10.1109/TGRS.2008.2007849  0.411
2009 Scheerlinck K, Pauwels VRN, Vernieuwe H, De Baets B. Calibration of a water and energy balance model: Recursive parameter estimation versus particle swarm optimization Water Resources Research. 45. DOI: 10.1029/2009WR008051  0.381
2009 Pauwels VRN, De Lannoy GJM. Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space Water Resources Research. 45. DOI: 10.1029/2008WR007590  0.42
2009 Troch PA, Martinez GF, Pauwels VRN, Durcik M, Sivapalan M, Harman C, Brooks PD, Gupta H, Huxman T. Climate and vegetation water use efficiency at catchment scales Hydrological Processes. 23: 2409-2414. DOI: 10.1002/Hyp.7358  0.473
2008 Loaiza Usuga JC, Pauwels VRN. Calibration and multiple data set-based validation of a land surface model in a mountainous Mediterranean study area Journal of Hydrology. 356: 223-233. DOI: 10.1016/j.jhydrol.2008.04.018  0.465
2008 Pauwels VRN, Timmermans W, Loew A. Comparison of the estimated water and energy budgets of a large winter wheat field during AgriSAR 2006 by multiple sensors and models Journal of Hydrology. 349: 425-440. DOI: 10.1016/j.jhydrol.2007.11.016  0.408
2007 De Lannoy GJM, Reichle RH, Houser PR, Pauwels VRN, Verhoest NEC. Correcting for forecast bias in soil moisture assimilation with the ensemble Kalman filter Water Resources Research. 43. DOI: 10.1029/2006WR005449  0.415
2007 De Lannoy GJM, Houser PR, Pauwels VRN, Verhoest NEC. State and bias estimation for soil moisture profiles by an ensemble Kalman filter: Effect of assimilation depth and frequency Water Resources Research. 43. DOI: 10.1029/2006WR005100  0.318
2007 Pauwels VRN, Verhoest NEC, De Lannoy GJM, Guissard V, Lucau C, Defourny P. Optimization of a coupled hydrology-crop growth model through the assimilation of observed soil moisture and leaf area index values using an ensemble Kalman filter Water Resources Research. 43. DOI: 10.1029/2006WR004942  0.409
2007 De Lannoy GJM, Houser PR, Verhoest NEC, Pauwels VRN, Gish TJ. Upscaling of point soil moisture measurements to field averages at the OPE3 test site Journal of Hydrology. 343: 1-11. DOI: 10.1016/j.jhydrol.2007.06.004  0.323
2007 De Lannoy GJM, Pauwels VRN, Houser PR, Gish T, Verhoest NEC. Representativeness of point soil moisture observations, upscaling and assimilation Iahs-Aish Publication. 249-257.  0.329
2006 Pauwels VRN, De Lannoy GJM. Improvement of modeled soil wetness conditions and turbulent fluxes through the assimilation of observed discharge Journal of Hydrometeorology. 7: 458-477. DOI: 10.1175/JHM490.1  0.466
2006 De Lannoy GJM, Houser PR, Pauwels VRN, Verhoest NEC. Assessment of model uncertainty for soil moisture through ensemble verification Journal of Geophysical Research Atmospheres. 111. DOI: 10.1029/2005JD006367  0.418
2005 Lucau-Danila C, Callens M, Defourny P, Verhoest NEC, Pauwels VRN. Vegetation parameter retrieval from SAR data using near-surface soil moisture estimates derived from a hydrological model Proceedings of Spie - the International Society For Optical Engineering. 5976. DOI: 10.1117/12.627574  0.408
2005 De Lannoy GJM, Verhoest NEC, Pauwels VRN, Houser PR. Assimilation of small scale soil moisture in a land surface model Proceedings of Spie - the International Society For Optical Engineering. 5976. DOI: 10.1117/12.627075  0.396
2005 Vernieuwe H, Georgieva O, De Baets B, Pauwels VRN, Verhoest NEC, De Troch FP. Comparison of data-driven Takagi-Sugeno models of rainfall-discharge dynamics Journal of Hydrology. 302: 173-186. DOI: 10.1016/j.jhydrol.2004.07.001  0.312
2002 Pauwels VRN, Hoeben R, Verhoest NEC, De Troch FP, Troch PA. Improvement of TOPLATS-based discharge predictions through assimilation of ERS-based remotely sensed soil moisture values Hydrological Processes. 16: 995-1013. DOI: 10.1002/hyp.315  0.364
2001 Pauwels VRN, Hoeben R, Verhoest NEC, De Troch FP. The importance of the spatial patterns of remotely sensed soil moisture in the improvement of discharge predictions for small-scale basins through data assimilation Journal of Hydrology. 251: 88-102. DOI: 10.1016/S0022-1694(01)00440-1  0.423
2000 Pauwels VRN, Wood EF. The importance of classification differences and spatial resolution of land cover data in the uncertainty in model results over boreal ecosystems Journal of Hydrometeorology. 1: 255-266.  0.356
1999 Pauwels V, Wood E. A soil‐vegetation‐atmosphere transfer scheme for the modeling of water and energy balance processes in high latitudes: 1. Model improvements Journal of Geophysical Research. 104: 27811-27822. DOI: 10.1029/1999Jd900005  0.599
1999 Pauwels V, Wood E. A soil‐vegetation‐atmosphere transfer scheme for the modeling of water and energy balance processes in high latitudes: 2. Application and validation Journal of Geophysical Research. 104: 27823-27839. DOI: 10.1029/1999Jd900004  0.608
1999 Pauwels VRN, Wood EF. A soil-vegetation-atmosphere transfer scheme for the modeling of water and energy balance processes in high latitudes 1. Model improvements Journal of Geophysical Research Atmospheres. 104: 27811-27822.  0.391
1999 Pauwels VRN, Wood EF. A soil-vegetation-atmosphere transfer scheme for the modeling of water and energy balance processes in high latitudes 2. Application and validation Journal of Geophysical Research Atmospheres. 104.  0.402
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