Charlotte Pelletier
Centre National de la Recherche Scientifique(FR)Université de Bretagne Sud(FR)
Publications by Year
Research Areas
Remote Sensing in Agriculture, Remote-Sensing Image Classification, Time Series Analysis and Forecasting, Land Use and Ecosystem Services, Remote Sensing and Land Use
Most-Cited Works
- → Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas(2016)602 cited
- → Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series(2019)572 cited
- → Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series(2017)202 cited
- → Soil Texture Estimation Using Radar and Optical Data from Sentinel-1 and Sentinel-2(2019)116 cited
- → Detection of Irrigated Crops from Sentinel-1 and Sentinel-2 Data to Estimate Seasonal Groundwater Use in South India(2017)97 cited
- → Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning(2021)79 cited
- → BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING(2020)74 cited
- → Deep Learning for Satellite Image Time-Series Analysis: A review(2024)63 cited
- → TimeMatch: Unsupervised cross-region adaptation by temporal shift estimation(2022)53 cited