François Waldner

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 29

Top Topics

Spatial Resolution

Gaussian Process

Remotely Sensed

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Sherrie Wang, François Waldner, David B. Lobell
Unlocking Large-Scale Crop Field Delineation in Smallholder Farming Systems with Transfer Learning and Weak Supervision. Remote. Sens. 14 (22) (2022)
Sherrie Wang, François Waldner, David B. Lobell
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision. CoRR (2022)
Foivos I. Diakogiannis, François Waldner, Peter Caccetta
Looking for Change? Roll the Dice and Demand Attention. Remote. Sens. 13 (18) (2021)
Maria Piles, Anna Mateo-Sanchis, Jordi Muñoz-Marí, Gustau Camps-Valls, François Waldner, Felix Rembold, Michele Meroni
Global Cropland Yield Monitoring with Gaussian Processes. IGARSS (2021)
Astrid Verhegghen, Raphaël d'Andrimont, François Waldner, Marijn Van der Velde
Accuracy Assessment of the First Eu-Wide Crop Type Map with Lucas Data. IGARSS (2021)
François Waldner, Foivos I. Diakogiannis, Kathryn Batchelor, Michael Ciccotosto-Camp, Elizabeth Cooper-Williams, Chris Herrmann, Gonzalo Mata, Andrew Toovey
Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images. Remote. Sens. 13 (11) (2021)
Julien Radoux, François Waldner, Patrick Bogaert
How Response Designs and Class Proportions Affect the Accuracy of Validation Data. Remote. Sens. 12 (2) (2020)
Foivos I. Diakogiannis, François Waldner, Peter Caccetta
Looking for change? Roll the Dice and demand Attention. CoRR (2020)
Jared Fowler, François Waldner, Zvi Hochman
data collection for crop-type mapping using sequential exploration methods. Int. J. Appl. Earth Obs. Geoinformation 91 (2020)
Yang Chen, Tim R. McVicar, Randall J. Donohue, Nikhil Garg, François Waldner, Noboru Ota, Lingtao Li, Roger Lawes
To Blend or Not to Blend? A Framework for Nationwide Landsat-MODIS Data Selection for Crop Yield Prediction. Remote. Sens. 12 (10) (2020)
Liya Zhao, François Waldner, Peter F. Scarth, Benjamin Mack, Zvi Hochman
Combining Fractional Cover Images with One-Class Classifiers Enables Near Real-Time Monitoring of Fallows in the Northern Grains Region of Australia. Remote. Sens. 12 (8) (2020)
François Waldner
The T Index: Measuring the Reliability of Accuracy Estimates Obtained from Non-Probability Samples. Remote. Sens. 12 (15) (2020)
François Waldner, Foivos I. Diakogiannis
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network. CoRR (2019)
Foivos I. Diakogiannis, François Waldner, Peter Caccetta, Chen Wu
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data. CoRR (2019)
François Waldner, Nicolas Bellemans, Zvi Hochman, Terence Newby, Diego de Abelleyra, Santiago R. Verón, Sergey Bartalev, Mykola Lavreniuk, Nataliia Kussul, Guerric le Maire, Margareth Simões, Sergii Skakun, Pierre Defourny
Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
François Waldner, Grégory Duveiller, Pierre Defourny
Local adjustments of image spatial resolution to optimize large-area mapping in the era of big data. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Fabian Löw, Alexander V. Prishchepov, François Waldner, Olena Dubovyk, Akmal Akramkhanov, Chandrashekhar M. Biradar, John P. A. Lamers
Mapping Cropland Abandonment in the Aral Sea Basin with MODIS Time Series. Remote. Sens. 10 (2) (2018)
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
A multi-disciplinary perspective on emergent and future innovations in peer review. F1000Research 6 (2017)
François Waldner, Pierre Defourny
Where can pixel counting area estimates meet user-defined accuracy requirements? Int. J. Appl. Earth Obs. Geoinformation 60 (2017)
Julien Radoux, Guillaume Chomé, Damien Christophe Jacques, François Waldner, Nicolas Bellemans, Nicolas Matton, Céline Lamarche, Raphaël d'Andrimont, Pierre Defourny
Sentinel-2's Potential for Sub-Pixel Landscape Feature Detection. Remote. Sens. 8 (6) (2016)
François Waldner, Steffen Fritz, Antonio Di Gregorio, Dmitry Plotnikov, Sergey 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
A Unified Cropland Layer at 250 m for Global Agriculture Monitoring. Data 1 (1) (2016)
Marie-Julie Lambert, François Waldner, Pierre Defourny
Cropland Mapping over Sahelian and Sudanian Agrosystems: A Knowledge-Based Approach Using PROBA-V Time Series at 100-m. Remote. Sens. 8 (3) (2016)
Emilie Bériaux, François Waldner, François Collienne, Patrick Bogaert, Pierre Defourny
Maize Leaf Area Index Retrieval from Synthetic Quad Pol SAR Time Series Using the Water Cloud Model. Remote. Sens. 7 (12) (2015)
Cécile Renier, François Waldner, Damien Christophe Jacques, Mohamed Abdallahi Babah Ebbe, Keith Cressman, Pierre Defourny
A Dynamic Vegetation Senescence Indicator for Near-Real-Time Desert Locust Habitat Monitoring with MODIS. Remote. Sens. 7 (6) (2015)
Nicolas Matton, Guadalupe Sepulcre-Cantó, François Waldner, Silvia Valero, David Morin, Jordi Inglada, Marcela Arias, Sophie Bontemps, Benjamin Koetz, Pierre Defourny
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. 7 (10) (2015)
François Waldner, Marie-Julie Lambert, Wenjuan Li, Marie Weiss, Valérie Demarez, David Morin, Claire Marais-Sicre, Olivier Hagolle, Frédéric Baret, Pierre Defourny
Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series. Remote. Sens. 7 (8) (2015)
Wenjuan Li, Marie Weiss, François Waldner, Pierre Defourny, Valérie Demarez, David Morin, Olivier Hagolle, Frédéric Baret
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. 7 (11) (2015)
François Waldner, Steffen Fritz, Antonio Di Gregorio, Pierre Defourny
Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps. Remote. Sens. 7 (6) (2015)
François Waldner, Mohamed Abdallahi Babah Ebbe, Keith Cressman, Pierre Defourny
Operational Monitoring of the Desert Locust Habitat with Earth Observation: An Assessment. ISPRS Int. J. Geo Inf. 4 (4) (2015)