Research

📜 Publications

Karasiak, Dejoux, Fauvel, Monteil, Sheeren, “Statistical Stability and Spatial Instability in Mapping Forest Tree Species by Comparing 9 Years of Satellite Image Time Series“. Remote Sensing, 2019, 11, 2512. [Paper]

🎙Conferences

2019

• Karasiak, Willm, Molina, Dejoux, Monteil, Sheeren, “Estimation de l’apport de la phénologie dans la classification des essences forestières“. Sageo2019, Clermont-Ferrand, France, 2019.
  [Presentation] [Short paper].
• Karasiak, Sheeren, Dejoux, Monteil, “Impact of spatial autocorrelation on the quality of machine learning models. A case study on the classification of forest species using satellite data“. ThéoQuant, Besançon, France, 2019.
  [Presentation] [Abstract].

2018

• Karasiak, Sheeren, Dejoux, Willm, Feret, Monteil, “Is ground-based phenology of deciduous tree species consistent with the temporal pattern observed from Sentinel-2 time series?“, ForestSAT, Washington, 2018.
  [Presentation]
• Karasiak, Sheeren, Dejoux, Willm, and Monteil, “Monitoring and understanding the green-leaf phenology of tree species with Sentinel-2“, Sentinel-2 Theia Workshop, Toulouse, 2018.[Presentation] [Abstract]

2017

• Karasiak, Sheeren, Fauvel, Willm, Dejoux and Monteil, “Mapping tree species of forests in southwest France using Sentinel-2 image time series“, 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Brugge, 2017, pp. 1-4.
  [Poster] [Paper] [DOI]

2016

• Perbet, Karasiak, Joubert, “Cartographie des formations végétales particulières, dans le Parc amazonien de Guyane“, Theia seminar,  Montpellier, 2016.
  [Poster] [DOI]