François Waldner

29 papers C 2Journal 27
YearRankTypeTitle / Venue / Authors
2022 J jnl
Unlocking Large-Scale Crop Field Delineation in Smallholder Farming Systems with Transfer Learning and Weak Supervision.
Remote. Sens.
Sherrie Wang, François Waldner, David B. Lobell
2022 J jnl
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision.
CoRR
Sherrie Wang, François Waldner, David B. Lobell
2021 C conf
Accuracy Assessment of the First Eu-Wide Crop Type Map with Lucas Data.
IGARSS
Astrid Verhegghen, Raphaël d'Andrimont, François Waldner, Marijn Van der Velde
2021 J jnl
Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images.
Remote. Sens.
François Waldner, Foivos I. Diakogiannis, Kathryn Batchelor, Michael Ciccotosto-Camp, Elizabeth Cooper-Williams, Chris Herrmann, Gonzalo Mata, Andrew Toovey
2021 C conf
Global Cropland Yield Monitoring with Gaussian Processes.
IGARSS
Maria Piles, Anna Mateo-Sanchis, Jordi Muñoz-Marí, Gustau Camps-Valls, François Waldner, Felix Rembold, Michele Meroni
2021 J jnl
Looking for Change? Roll the Dice and Demand Attention.
Remote. Sens.
Foivos I. Diakogiannis, François Waldner, Peter Caccetta
2020 J jnl
All pixels are useful, but some are more useful: Efficient
Int. J. Appl. Earth Obs. Geoinformation
Jared Fowler, François Waldner, Zvi Hochman
2020 J jnl
Combining Fractional Cover Images with One-Class Classifiers Enables Near Real-Time Monitoring of Fallows in the Northern Grains Region of Australia.
Remote. Sens.
Liya Zhao, François Waldner, Peter F. Scarth, Benjamin Mack, Zvi Hochman
2020 J jnl
How Response Designs and Class Proportions Affect the Accuracy of Validation Data.
Remote. Sens.
Julien Radoux, François Waldner, Patrick Bogaert
2020 J jnl
Looking for change? Roll the Dice and demand Attention.
CoRR
Foivos I. Diakogiannis, François Waldner, Peter Caccetta
2020 J jnl
The T Index: Measuring the Reliability of Accuracy Estimates Obtained from Non-Probability Samples.
Remote. Sens.
François Waldner
2020 J jnl
To Blend or Not to Blend? A Framework for Nationwide Landsat-MODIS Data Selection for Crop Yield Prediction.
Remote. Sens.
Yang Chen, Tim R. McVicar, Randall J. Donohue, Nikhil Garg, François Waldner, Noboru Ota, Lingtao Li, Roger A. Lawes
2019 J jnl
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network.
CoRR
François Waldner, Foivos I. Diakogiannis
2019 J jnl
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data.
CoRR
Foivos I. Diakogiannis, François Waldner, Peter Caccetta, Chen Wu
2019 J jnl
Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed.
Int. J. Appl. Earth Obs. Geoinformation
François Waldner, Nicolas Bellemans, Zvi Hochman, Terence Newby, Diego de Abelleyra, Santiago R. Verón, Sergey A. Bartalev, Mykola Lavreniuk, Nataliia Kussul, Guerric le Maire, Margareth Simões, Sergii Skakun, Pierre Defourny
2018 J jnl
Local adjustments of image spatial resolution to optimize large-area mapping in the era of big data.
Int. J. Appl. Earth Obs. Geoinformation
François Waldner, Grégory Duveiller, Pierre Defourny
2018 J jnl
Mapping Cropland Abandonment in the Aral Sea Basin with MODIS Time Series.
Remote. Sens.
Fabian Löw, Alexander V. Prishchepov, François Waldner, Olena Dubovyk, Akmal Akramkhanov, Chandrashekhar M. Biradar, John P. A. Lamers
2017 J jnl
A multi-disciplinary perspective on emergent and future innovations in peer review.
F1000Research
Jonathan P. Tennant, Jonathan M. Dugan, Daniel Graziotin, Damien C. Jacques, François Waldner, Daniel Mietchen, Yehia Elkhatib, Lauren B. Collister, Christina K. Pikas, Tom Crick, Paola Masuzzo, Anthony Caravaggi, Devin R. Berg, Kyle E. Niemeyer, Tony Ross-Hellauer, Sara Mannheimer, Lillian Rigling, Daniel S. Katz, Bastian Greshake Tzovaras, Josmel Pacheco-Mendoza, Nazeefa Fatima, Marta Poblet, Marios Isaakidis, Dasapta Erwin Irawan, Sébastien Renaut, Christopher R. Madan, Lisa Matthias, Jesper Nørgaard Kjær, Daniel Paul O'Donnell, Cameron Neylon, Sarah Kearns, Manojkumar Selvaraju, Julien Colomb
2017 J jnl
Where can pixel counting area estimates meet user-defined accuracy requirements?
Int. J. Appl. Earth Obs. Geoinformation
François Waldner, Pierre Defourny
2016 J jnl
A Unified Cropland Layer at 250 m for Global Agriculture Monitoring.
Data
François Waldner, Steffen Fritz, Antonio Di Gregorio, Dmitry Plotnikov, Sergey A. Bartalev, Nataliia Kussul, Peng Gong, Prasad S. Thenkabail, Gerard W. Hazeu, Igor Klein, Fabian Löw, Jukka Miettinen, Vinay Kumar Dadhwal, Céline Lamarche, Sophie Bontemps, Pierre Defourny
2016 J jnl
Cropland Mapping over Sahelian and Sudanian Agrosystems: A Knowledge-Based Approach Using PROBA-V Time Series at 100-m.
Remote. Sens.
Marie-Julie Lambert, François Waldner, Pierre Defourny
2016 J jnl
Sentinel-2's Potential for Sub-Pixel Landscape Feature Detection.
Remote. Sens.
Julien Radoux, Guillaume Chomé, Damien Christophe Jacques, François Waldner, Nicolas Bellemans, Nicolas Matton, Céline Lamarche, Raphaël d'Andrimont, Pierre Defourny
2015 J jnl
A Dynamic Vegetation Senescence Indicator for Near-Real-Time Desert Locust Habitat Monitoring with MODIS.
Remote. Sens.
Cécile Renier, François Waldner, Damien Christophe Jacques, Mohamed Abdallahi Babah Ebbe, Keith Cressman, Pierre Defourny
2015 J jnl
A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements.
Remote. Sens.
Wenjuan Li, Marie Weiss, François Waldner, Pierre Defourny, Valérie Demarez, David Morin, Olivier Hagolle, Frédéric Baret
2015 J jnl
An Automated Method for Annual Cropland Mapping along the Season for Various Globally-Distributed Agrosystems Using High Spatial and Temporal Resolution Time Series.
Remote. Sens.
Nicolas Matton, Guadalupe Sepulcre-Cantó, François Waldner, Silvia Valero, David Morin, Jordi Inglada, Marcela Arias, Sophie Bontemps, Benjamin Koetz, Pierre Defourny
2015 J jnl
Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series.
Remote. Sens.
François Waldner, Marie-Julie Lambert, Wenjuan Li, Marie Weiss, Valérie Demarez, David Morin, Claire Marais-Sicre, Olivier Hagolle, Frédéric Baret, Pierre Defourny
2015 J jnl
Maize Leaf Area Index Retrieval from Synthetic Quad Pol SAR Time Series Using the Water Cloud Model.
Remote. Sens.
Emilie Bériaux, François Waldner, François Collienne, Patrick Bogaert, Pierre Defourny
2015 J jnl
Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps.
Remote. Sens.
François Waldner, Steffen Fritz, Antonio Di Gregorio, Pierre Defourny
2015 J jnl
Operational Monitoring of the Desert Locust Habitat with Earth Observation: An Assessment.
ISPRS Int. J. Geo Inf.
François Waldner, Mohamed Abdallahi Babah Ebbe, Keith Cressman, Pierre Defourny