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François 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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