Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas

C Pelletier, S Valero, J Inglada, N Champion… - Remote Sensing of …, 2016 - Elsevier
New remote sensing sensors will acquire High spectral, spatial and temporal Resolution
Satellite Image Time Series (HR-SITS). These new data are of great interest to map land …

Finding a suitable sensing time period for crop identification using heuristic techniques with multi-temporal satellite images

M Fernández-Sellers, G Siesto… - … Journal of Remote …, 2022 - Taylor & Francis
Satellite crop identification processes are increasingly being used on a large scale, both to
verify the crop and to improve production. As it is necessary to study phenological data over …

Agricultural Land Cover Mapping through Two Deep Learning Models in the Framework of EU's CAP Activities Using Sentinel-2 Multitemporal Imagery

E Papadopoulou, G Mallinis, S Siachalou, N Koutsias… - Remote Sensing, 2023 - mdpi.com
The images of the Sentinel-2 constellation can help the verification process of farmers'
declarations, providing, among other things, accurate spatial explicit maps of the agricultural …

Multisource data fusion and Fisher criterion-based nearest feature space approach to landslide classification

YL Chang, YC Wang, YS Fu, CC Han… - IEEE Journal of …, 2014 - ieeexplore.ieee.org
In this paper, a novel technique known as the Fisher criterion-based nearest feature space
(FCNFS) approach is proposed for supervised classification of multisource images for the …

Développement et automatisation de méthodes de classification à partir de séries temporelles d'images de télédétection-Application aux changements d'occupation …

A Masse - 2013 - theses.hal.science
La quantité de données de télédétection archivées est de plus en plus importante et grâce
aux nouveaux et futurs satellites, ces données offriront une plus grande diversité de …

Effects of high spatial and temporal resolution Earth observations on simulated hydrometeorological variables in a cropland (southwestern France)

J Etchanchu, V Rivalland, S Gascoin… - Hydrology and Earth …, 2017 - hess.copernicus.org
Agricultural landscapes are often constituted by a patchwork of crop fields whose seasonal
evolution is dependent on specific crop rotation patterns and phenologies. This temporal …

Process-based image analysis for agricultural mapping: A case study in Turkgeldi region, Turkey

ZDU Avci, F Sunar - Advances in Space Research, 2015 - Elsevier
The need for timely, accurate, and interoperable geospatial information is steadily
increasing. In this context, process-based image processing systems will be the initial …

Environmental evaluation of MODIS-derived land units

M Bisquert, A Bégué, M Deshayes… - GIScience & Remote …, 2017 - Taylor & Francis
A land stratification of the French territory had been previously performed based on time
series of vegetation and texture indices. This stratification led to 300 radiometrically …

Evaluation of supervised classification by class and classification characteristics

A Masse, D Ducrot, P Marthon - Algorithms and technologies …, 2012 - spiedigitallibrary.org
As acquisition technology progresses, remote sensing data contains an ever increasing
amount of information: optical and radar images, low, high and very high-resolution …

Método de identificación de cultivos mediante el análisis masivo multitemporal de imágenes multiespectrales de satélite

M Fernández Sellers - 2023 - dehesa.unex.es
La detección de cultivos mediante imágenes de satélite ha experimentado un gran auge en
los últimos años, debido principalmente a dos factores: por un lado, las nuevas misiones …