Niko Verhoest

Optimization of Soil Hydraulic Model Parameters Using Synthetic Aperture Radar Data: An Integrated Multidisciplinary Approach (2009)

Pauwels, Valentijn, Balenzano, Anna, Satalino, Giuseppe, Skriver, Henning, Verhoest, Niko, Mattia, Francesco

It is widely recognized that Synthetic Aperture Radar (SAR) data are a very valuable source of information for the modeling of the interactions between the land surface and the atmosphere. During the...

Uncertainty propagation in vegetation distribution models based on ensemble classifiers (2009)

Peters, Jan, Verhoest, Niko, Samson, Roeland, Van Meirvenne, Marc, Cockx, Liesbet, De Baets, Bernard

Ensemble learning techniques are increasingly applied for species and vegetation distribution modelling, often resulting in more accurate predictions. At the same time, uncertainty assessment of...

Influence of surface roughness spatial variability and temporal dynamics on the retrieval of soil moisture from SAR observations (2009)

Álvarez-Mozos, Jesús, Verhoest, Niko, Larrañaga, Arantzazu, Casalí, Javier, González-Audícana, María

Radar-based surface soil moisture retrieval has been subject of intense research during the last decades. However, several difficulties hamper the operational estimation of soil moisture based on...

Error in radar-derived soil moisture due to roughness parameterization : an analysis based on synthetical surface profiles (2009)

Lievens, Hans, Vernieuwe, Hilde, Alvarez-Mozos, Jesus, De Baets, Bernard, Verhoest, Niko

In the past decades, many studies on soil moisture retrieval from SAR demonstrated a poor correlation between the top layer soil moisture content and observed backscatter coefficients, which mainly...

Representativeness of point soil moisture observations, upscaling and assimilation (2007)

De Lannoy, Gabriëlle, Pauwels, Valentijn, Houser, Paul R, Gish, Timothy, Verhoest, Niko

To estimate the temporal evolution of the spatial mean soil moisture in the Optimizing Production Inputs for Economic and Environmental Enhancement (OPE3) field, the relationship between point...

Assimilation of small scale soil moisture in a land surface model (2005)

De Lannoy, Gabriëlle, Verhoest, Niko, Pauwels, Valentijn, Houser, Paul

Remote sensing offers a very interesting means to estimate the soil moisture state of a hydrological system. However, practical use for small scale agricultural applications is still limited. Ground...