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ORCIDFrançois Waldner
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2020 – today
- 2022
[j22]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): 5738 (2022)- [i5]Sherrie Wang, François Waldner, David B. Lobell:
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision. CoRR abs/2201.04771 (2022) - 2021
- [j21]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): 2197 (2021) - [j20]Foivos I. Diakogiannis, François Waldner, Peter Caccetta:
Looking for Change? Roll the Dice and Demand Attention. Remote. Sens. 13(18): 3707 (2021) - [c2]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: 180-183 - [c1]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: 1990-1993 - 2020
- [j19]Jared Fowler, François Waldner, Zvi Hochman:
All pixels are useful, but some are more useful: Efficient in situ data collection for crop-type mapping using sequential exploration methods. Int. J. Appl. Earth Obs. Geoinformation 91: 102114 (2020) - [j18]Julien Radoux, François Waldner, Patrick Bogaert:
How Response Designs and Class Proportions Affect the Accuracy of Validation Data. Remote. Sens. 12(2): 257 (2020) - [j17]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): 1337 (2020) - [j16]Yang Chen, Tim R. McVicar, Randall J. Donohue, Nikhil Garg, François Waldner, Noboru Ota, Lingtao Li, Roger A. Lawes:
To Blend or Not to Blend? A Framework for Nationwide Landsat-MODIS Data Selection for Crop Yield Prediction. Remote. Sens. 12(10): 1653 (2020) - [j15]François Waldner:
The T Index: Measuring the Reliability of Accuracy Estimates Obtained from Non-Probability Samples. Remote. Sens. 12(15): 2483 (2020) - [i4]Foivos I. Diakogiannis, François Waldner, Peter Caccetta:
Looking for change? Roll the Dice and demand Attention. CoRR abs/2009.02062 (2020)
2010 – 2019
- 2019
- [j14]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: 82-93 (2019) - [i3]Foivos I. Diakogiannis, François Waldner, Peter Caccetta, Chen Wu:
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data. CoRR abs/1904.00592 (2019) - [i2]François Waldner, Foivos I. Diakogiannis:
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network. CoRR abs/1910.12023 (2019) - 2018
- [j13]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: 374-385 (2018) - [j12]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): 159 (2018) - 2017
- [j11]François Waldner, Pierre Defourny:
Where can pixel counting area estimates meet user-defined accuracy requirements? Int. J. Appl. Earth Obs. Geoinformation 60: 1-10 (2017) - [i1]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: 1151- (2017) - 2016
- [j10]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): 3 (2016) - [j9]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): 232 (2016) - [j8]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): 488 (2016) - 2015
- [j7]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): 2379-2400 (2015) - [j6]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): 7545-7570 (2015) - [j5]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): 7959-7986 (2015) - [j4]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): 10400-10424 (2015) - [j3]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): 13208-13232 (2015) - [j2]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): 15494-15516 (2015) - [j1]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): 16204-16225 (2015)
Coauthor Index
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