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Gabrielle De Lannoy

KU Leuven

Oude Markt 13

Leuven, 3000

Belgium

SCHOLARLY PAPERS

7

DOWNLOADS

516

TOTAL CITATIONS

4

Scholarly Papers (7)

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1.

Modeling Irrigation and Land Surface Dynamics: Comparing AquaCrop and Noah-MP Over the Po Valley

Number of pages: 64 Posted: 02 Oct 2024 Last Revised: 21 Oct 2024
Louise Busschaert, Michel Bechtold, Sara Modanesi, Christian Massari, Dirk Raes, Sujay V. Kumar and Gabrielle De Lannoy
KU Leuven, KU Leuven, affiliation not provided to SSRN, affiliation not provided to SSRN, KU Leuven, affiliation not provided to SSRN and KU Leuven
Downloads 118 (604,538)

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Irrigation, Crop model, Land surface model, Soil moisture, Vegetation

2.

Joint Assimilation of Satellite-Based Soil Moisture and Vegetation Conditions into the Noah-MP Land Surface Model

Number of pages: 62 Posted: 26 Jan 2024 Last Revised: 09 Jun 2024
Zdenko Heyvaert, Samuel Anton Scherrer, Wouter Dorigo, Michel Bechtold and Gabrielle De Lannoy
KU Leuven, Vienna University of Technology, Vienna University of Technology, KU Leuven and KU Leuven
Downloads 101 (704,534)

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Soil Moisture, Vegetation, VOD, LAI, Satellite observations, SMAP, CGLS, AMSR2, Multi-sensor data assimilation, Multivariate data assimilation, Land surface model

3.

Field-scale irrigation estimation using Sentinel-1 and Sentinel-2 data within a Soil Water Balance model coupled to the Water Cloud Model

Downloads 88 (771,553)

Field-scale irrigation estimation using Sentinel-1 and Sentinel-2 data within a Soil Water Balance model coupled to the Water Cloud Model

Number of pages: 65 Posted: 27 Oct 2025
Martina Natali, Sara Modanesi, Domenico De Santis, Gabrielle De Lannoy, Susan Steele-Dunne, Alessia Flammini, Alessio Domeneghetti and Christian Massari
University of Perugia, affiliation not provided to SSRN, affiliation not provided to SSRN, KU Leuven, Delft University of Technology, Università degli Studi di Perugia, CMCC - Centro Euro-Mediterraneo sui Cambiamenti Climatici and affiliation not provided to SSRN
Downloads 73 (887,392)

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field scale, irrigation, Sentinel-1, Sentinel-2, Water Cloud
Model, soil water balance, agriculture

Field-scale irrigation estimation using Sentinel-1 and Sentinel-2 data within a Soil Water Balance model coupled to the Water Cloud Model

Number of pages: 113 Posted: 24 Mar 2026
Martina Natali, Sara Modanesi, Domenico De Santis, Gabrielle De Lannoy, Susan Steele-Dunne, Alessio Domeneghetti and Christian Massari
University of Perugia, affiliation not provided to SSRN, affiliation not provided to SSRN, KU Leuven, Delft University of Technology, CMCC - Centro Euro-Mediterraneo sui Cambiamenti Climatici and affiliation not provided to SSRN
Downloads 15 (1,559,710)

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field scale, irrigation, Sentinel-1, sentinel-2, Water Cloud Model, soil water balance, agriculture

4.

A Machine Learning Approach for Estimating Snow Depth Across the European Alps from Sentinel-1 Imagery

Number of pages: 38 Posted: 19 May 2024
Devon Dunmire, Hans Lievens, Lucas Boeykens and Gabrielle De Lannoy
KU Leuven, Ghent University, Ghent University and KU Leuven
Downloads 74 (860,052)
Citation 4

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snow depth, Remote Sensing, C-band SAR, machine learning, European Alps

5.

Identifying Snowfall Elevation Gradients by Assimilating Satellite-Based Snow Depth Observations

Number of pages: 36 Posted: 23 May 2023
Manuela Girotto, Giuseppe Formetta, Shima Azimi, Claire Bachand, Marianne Cowherd, Gabrielle De Lannoy, Hans Lievens, Sara Modanesi, Mark S. Raleigh, Riccardo Rigon and Christian Massari
University of California, Berkeley, University of Trento, University of Trento, Government of the United States of America - Los Alamos National Laboratory, affiliation not provided to SSRN, KU Leuven, Ghent University, affiliation not provided to SSRN, Oregon State University, University of Trento and affiliation not provided to SSRN
Downloads 64 (924,743)

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mountain hydrology, snowfall correction, data assimilation

6.

Future Projections of European Maize Yields Using Aquacrop with an Adaptive Growing Season

Number of pages: 44 Posted: 08 Jul 2025
Louise Busschaert, Vincent Deketelaere, Wim Thiery, Dirk Raes and Gabrielle De Lannoy
KU Leuven, KU Leuven, Vrije Universiteit Brussel (VUB), KU Leuven and KU Leuven
Downloads 56 (1,000,027)

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Yield gap, Potential yield, Water productivity, Aquacrop, Climate impact projections

7.

Hydrology as a driver of burned area in Canadian peatlands

Number of pages: 39 Posted: 18 Mar 2026
Jonas Mortelmans, Gabrielle De Lannoy, Devon Dunmire, Sander Veraverbeke, James Michael Waddington, Rebecca C. Scholten, Matthias Forkel and Michel Bechtold
KU Leuven, KU Leuven, KU Leuven, VU University Amsterdam, McMaster University, affiliation not provided to SSRN, Dresden University of Technology and KU Leuven
Downloads 15 (1,509,872)

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Peatlands, Wildfires, burned area, Machine learning, Hydrology