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Julian Koch
Julian Koch
Senior Researcher, GEUS, Copenhagen, Denmark
Verified email at geus.dk
Title
Cited by
Cited by
Year
Combining satellite data and appropriate objective functions for improved spatial pattern performance of a distributed hydrologic model
MC Demirel, J Mai, G Mendiguren, J Koch, L Samaniego, S Stisen
Hydrology and Earth System Sciences 22 (2), 1299-1315, 2018
1482018
The SPAtial EFficiency metric (SPAEF): multiple-component evaluation of spatial patterns for optimization of hydrological models
J Koch, MC Demirel, S Stisen
Geoscientific Model Development 11 (5), 1873-1886, 2018
1222018
Transition probability‐based stochastic geological modeling using airborne geophysical data and borehole data
X He, J Koch, TO Sonnenborg, F Jørgensen, C Schamper, JC Refsgaard
Water Resources Research 50 (4), 3147-3169, 2014
1092014
Estimating Net Irrigation Across the North China Plain Through Dual Modeling of Evapotranspiration
J Koch, W Zhang, G Martinsen, X He, S Stisen
Water Resources Research 56 (12), e2020WR027413, 2020
1082020
Nitrate reduction in geologically heterogeneous catchments—A framework for assessing the scale of predictive capability of hydrological models
JC Refsgaard, E Auken, CA Bamberg, BSB Christensen, T Clausen, ...
Science of the Total Environment 468, 1278-1288, 2014
942014
Inter-comparison of three distributed hydrological models with respect to seasonal variability of soil moisture patterns at a small forested catchment
J Koch, T Cornelissen, Z Fang, H Bogena, B Diekkrüger, S Kollet, S Stisen
Journal of hydrology 533, 234-249, 2016
892016
Toward a true spatial model evaluation in distributed hydrological modeling: Kappa statistics, Fuzzy theory, and EOF‐analysis benchmarked by the human perception and evaluated …
J Koch, KH Jensen, S Stisen
Water Resources Research 51 (2), 1225-1246, 2015
672015
Modelling of the shallow water table at high spatial resolution using random forests
J Koch, H Berger, HJ Henriksen, TO Sonnenborg
Hydrology and Earth System Sciences 23 (11), 4603-4619, 2019
612019
Spatio-temporal validation of long-term 3D hydrological simulations of a forested catchment using empirical orthogonal functions and wavelet coherence analysis
Z Fang, H Bogena, S Kollet, J Koch, H Vereecken
Journal of hydrology 529, 1754-1767, 2015
592015
Spatial validation of large‐scale land surface models against monthly land surface temperature patterns using innovative performance metrics
J Koch, A Siemann, S Stisen, J Sheffield
Journal of Geophysical Research: Atmospheres 121 (10), 5430-5452, 2016
542016
Challenges in conditioning a stochastic geological model of a heterogeneous glacial aquifer to a comprehensive soft data set
J Koch, X He, KH Jensen, JC Refsgaard
Hydrology and Earth System Sciences 18 (8), 2907-2923, 2014
532014
Moving beyond run‐off calibration—Multivariable optimization of a surface–subsurface–atmosphere model
S Stisen, J Koch, TO Sonnenborg, JC Refsgaard, S Bircher, R Ringgaard, ...
Hydrological Processes 32 (17), 2654-2668, 2018
512018
Modeling Depth of the Redox Interface at High Resolution at National Scale Using Random Forest and Residual Gaussian Simulation
J Koch, S Stisen, JC Refsgaard, V Ernstsen, PR Jakobsen, AL Højberg
Water Resources Research 55 (2), 1451-1469, 2019
492019
Spatial pattern evaluation of a calibrated national hydrological model–a remote-sensing-based diagnostic approach
G Mendiguren, J Koch, S Stisen
Hydrology and Earth System Sciences 21 (12), 5987, 2017
432017
Spatial Sensitivity Analysis of Simulated Land Surface Patterns in a Catchment Model Using a Set of Innovative Spatial Performance Metrics
J Koch, G Mendiguren, G Mariethoz, S Stisen
Journal of Hydrometeorology 18 (4), 1121-1142, 2017
312017
Calibration of a parsimonious distributed ecohydrological daily model in a data-scarce basin by exclusively using the spatio-temporal variation of NDVI
G Ruiz-Pérez, J Koch, S Manfreda, K Caylor, F Francés
Hydrology and Earth System Sciences 21 (12), 6235-6251, 2017
302017
High resolution water table modeling of the shallow groundwater using a knowledge-guided gradient boosting decision tree model
J Koch, J Gotfredsen, R Schneider, L Troldborg, S Stisen, HJ Henriksen
Frontiers in Water 3, 701726, 2021
252021
Citizen science: A new perspective to advance spatial pattern evaluation in hydrology
J Koch, S Stisen
PloS one 12 (5), e0178165, 2017
212017
Developing a pan-European high-resolution groundwater recharge map–Combining satellite data and national survey data using machine learning
G Martinsen, H Bessiere, Y Caballero, J Koch, AJ Collados-Lara, ...
Science of the Total Environment 822, 153464, 2022
202022
Spatial Patterns in Actual Evapotranspiration Climatologies for Europe
S Stisen, M Soltani, G Mendiguren, H Langkilde, M Garcia, J Koch
Remote Sensing 13 (12), 2410, 2021
202021
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