Valentijn Pauwels

Monash University — Australia

Environmental Science · Physical Sciences

48h-index7.2kcitations319works1.22yr avg
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Research Topics

Hydrology and Watershed Management Studies(146), Soil Moisture and Remote Sensing(105), Flood Risk Assessment and Management(78), Meteorological Phenomena and Simulations(52), Precipitation Measurement and Analysis(43)

Publications319 total

A Geospatial Framework for Efficient Urban Heat Island Modelling and Risk Assessment under Future Urban Climate Scenarios
2025Open Access
Uncovering a Key Predictors for Enhancing Daily Streamflow Simulation Using Machine Learning
2025Open Access
Estimating Rainfall Intensity Using an Image-Based Convolutional Neural Network Inversion Technique for Potential Crowdsourcing Applications in Urban Areas
Big Data and Cognitive Computing·2024· 1 citedOpen Access
Towards the development of a citizens’ science-based acoustic rainfall sensing system
Journal of Hydrology·2024· 5 citedOpen Access
Identifying Opportunities to Improve Daily Streamflow Predictions Using Machine Learning
SSRN Electronic Journal·2024Open Access
A Study of Anthropogenic Heating in Different Australian Climate Zones
Research Square (Research Square)·2023Open Access
An Urban Acoustic Rainfall Estimation Technique Using a CNN Inversion Approach for Potential Smart City Applications
Smart Cities·2023· 8 citedOpen Access
Efficient analysis of hydrological connectivity using 1D and 2D Convolutional Neural Networks
Advances in Water Resources·2023· 5 citedOpen Access
How Reliable Are Impact Factors for Ranking Water Resources Journals? An Analysis of the 70,878 Citation Records of the 2002 and 2021 Top 10 Journals for the Last Two Decades
Water Resources Research·2023· 2 citedOpen Access
Showcasing the Potential of Crowd-sourced Observations for Flood Model Calibration
2023Open Access
Confirmation of vehicle stability criteria through a combination of smoothed particle hydrodynamics and laboratory measurements
Journal of Flood Risk Management·2023· 5 citedOpen Access
An Unintended Pyramid Scheme: The Insidious Mechanisms Behind Impact Factor-Based Journal Rankings, the Implications, and a Possible Solution
SSRN Electronic Journal·2023Open Access
An applicable graph theory approach for evaluating structural robustness of urban drainage networks
Environmental Science Water Research & Technology·2023· 1 cited
Informing hydrogeological models with remotely sensed evapotranspiration
Frontiers in Water·2022· 2 citedOpen Access
A simple framework for calibrating hydraulic flood inundation models using Crowd-sourced water levels
Journal of Hydrology·2022· 18 cited
Perspective on satellite-based land data assimilation to estimate water cycle components in an era of advanced data availability and model sophistication
Frontiers in Water·2022· 53 citedOpen Access
A Simple Framework for Calibrating Hydraulic Flood Inundation Models using Crowd-sourced Water Levels
2022· 2 citedOpen Access
Assimilation of wheat and soil states for improved yield prediction: The APSIM-EnKF framework
Agricultural Systems·2022· 19 cited
Tree hydrodynamic modelling of the soil–plant–atmosphere continuum using FETCH3
Geoscientific model development·2022· 17 citedOpen Access
Contributions of Eric Wood to hydrologic remote sensing
2022Open Access
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Frequent Co-authors

Niko E. C. Verhoest(20), Gabriëlle De Lannoy(18), Jeffrey P. Walker(14), Stefania Grimaldi(7), Paul R. Houser(6), Rolf H. Reichle(5), Harrie‐Jan Hendricks Franssen(5), Hans Lievens(4), Yann H. Kerr(4), Harry Vereecken(4), Yuan Li(4), Patrick Matgen(4), Douglas Plaza(4), Ahmad Al Bitar(3), Matthias Drusch(3), Gift Dumedah(3), Brecht Martens(3), Ming Pan(3), Eric F. Wood(3), F. P. De Troch(3)