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François Waldner
Observed names:
F Waldner,
F. Waldner,
Francois Waldner,
Franz Waldner,
Waldner, F,
Waldner, François
show all 6
Institution:
Joint Research Centre
Observed institutions:
Commonwealth Scientific and Industrial Research Organisation,
European Commission,
Joint Research Centre,
Joint Research Centre,
Agriculture and Food,
Joint Research Centre,
Imperial College London,
UCLouvain
show all 8
ORCID:
0000-0002-5599-7456
Observed ORCID:
0000-0002-5599-7456
OpenAlex ID:
A5062689394
ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data
2020
·
Foivos I. Diakogiannis
, François Waldner
, et al.
·
ISPRS Journal of Photogrammetry and Remote Sensing
·
2,295
PDF
The academic, economic and societal impacts of Open Access: an evidence-based review
2016
·
Jonathan P. Tennant
, François Waldner
, et al.
·
F1000Research
·
629
PDF
Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network
2020
·
François Waldner
, Foivos I. Diakogiannis
·
Remote Sensing of Environment
·
338
PDF
A comparison of global agricultural monitoring systems and current gaps
2018
·
Steffen Fritz
, Linda See
, et al.
·
Agricultural Systems
·
334
Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods
2019
·
Elisa Kamir
, François Waldner
, et al.
·
ISPRS Journal of Photogrammetry and Remote Sensing
·
308
A multi-disciplinary perspective on emergent and future innovations in peer review
2017
·
Jonathan P. Tennant
, Jonathan M. Dugan
, et al.
·
F1000Research
·
294
PDF
Automated annual cropland mapping using knowledge-based temporal features
2015
·
François Waldner
, Guadalupe Sepulcre Canto
, et al.
·
ISPRS Journal of Photogrammetry and Remote Sensing
·
197
Sentinel-2’s Potential for Sub-Pixel Landscape Feature Detection
2016
·
Julien Radoux
, Guillaume Chomé
, et al.
·
Remote Sensing
·
194
PDF
The academic, economic and societal impacts of Open Access: an evidence-based review
2016
·
Jonathan P. Tennant
, François Waldner
, et al.
·
F1000Research
·
185
PDF
An Automated Method for Annual Cropland Mapping along the Season for Various Globally-Distributed Agrosystems Using High Spatial and Temporal Resolution Time Series
2015
·
Nicolas Matton
, Guadalupe Canto
, et al.
·
Remote Sensing
·
164
PDF
Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps
2015
·
François Waldner
, Steffen Fritz
, et al.
·
Remote Sensing
·
138
PDF
Yield forecasting with machine learning and small data: What gains for grains?
2021
·
Michele Meroni
, François Waldner
, et al.
·
Agricultural and Forest Meteorology
·
134
PDF
Towards a set of agrosystem-specific cropland mapping methods to address the global cropland diversity
2016
·
François Waldner
, Diego De Abelleyra
, et al.
·
International Journal of Remote Sensing
·
121
PDF
Mapping Cropland Abandonment in the Aral Sea Basin with MODIS Time Series
2018
·
Fabian Löw
, Alexander V. Prishchepov
, et al.
·
Remote Sensing
·
107
PDF
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
2015
·
Wenjuan Li
, Marie Weiss
, et al.
·
Remote Sensing
·
102
PDF
Detect, Consolidate, Delineate: Scalable Mapping of Field Boundaries Using Satellite Images
2021
·
François Waldner
, Foivos I. Diakogiannis
, et al.
·
Remote Sensing
·
96
PDF
A global reference database of crowdsourced cropland data collected using the Geo-Wiki platform
2017
·
Juan Carlos Laso Bayas
, Myroslava Lesiv
, et al.
·
Scientific Data
·
89
PDF
Unlocking Large-Scale Crop Field Delineation in Smallholder Farming Systems with Transfer Learning and Weak Supervision
2022
·
Sherrie Wang
, François Waldner
, et al.
·
Remote Sensing
·
79
PDF
Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series
2015
·
François Waldner
, Marie-Julie Lambert
, et al.
·
Remote Sensing
·
74
PDF
A Unified Cropland Layer at 250 m for Global Agriculture Monitoring
2016
·
François Waldner
, Steffen Fritz
, et al.
·
Data
·
73
Needle in a haystack: Mapping rare and infrequent crops using satellite imagery and data balancing methods
2019
·
François Waldner
, Yang Chen
, et al.
·
Remote Sensing of Environment
·
70
Cropland Mapping over Sahelian and Sudanian Agrosystems: A Knowledge-Based Approach Using PROBA-V Time Series at 100-m
2016
·
Marie-Julie Lambert
, François Waldner
, et al.
·
Remote Sensing
·
70
PDF
National-scale cropland mapping based on spectral-temporal features and outdated land cover information
2017
·
François Waldner
, Matthew C. Hansen
, et al.
·
PLoS ONE
·
69
PDF
Maize Leaf Area Index Retrieval from Synthetic Quad Pol SAR Time Series Using the Water Cloud Model
2015
·
Emilie Bériaux
, François Waldner
, et al.
·
Remote Sensing
·
66
PDF
A Dynamic Vegetation Senescence Indicator for Near-Real-Time Desert Locust Habitat Monitoring with MODIS
2015
·
Cécile Renier
, François Waldner
, et al.
·
Remote Sensing
·
61
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Works count:
97
Citation count:
7,090
H-index:
35
I10-index:
48
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