Fusing Optical and SAR time series for LAI gap filling with multioutput
Gaussian processes

Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes

Remote Sensing of Environment (RSE), 2019

5 December 2020

Jordi Munoz-Marí

Gustau Camps-Valls

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Papers citing "Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes"

6 / 6 papers shown

Title
A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic Segmentation Yuze Wang Mariana Belgiu Haiyang Wu Dandan Zhong Yangyang Cao Chao Tao 142 0 0 25 May 2025
Cloud gap-filling with deep learning for improved grassland monitoringComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2024 Iason Tsardanidis Alkiviadis Koukos Vasileios Sitokonstantinou Thanassis Drivas C. Kontoes 64 1 0 14 Mar 2024
Combining multitemporal optical and SAR data for LAI imputation with BiLSTM network W. Zhao F. Yin H. Ma Q. Wu J. Gómez-Dans P. Lewis 51 3 0 14 Jul 2023
Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models -- Application to the Detection of Anomalous Crop Development in wheat and rapeseed cropsComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2021 Florian Mouret Mohanad Albughdadi S. Duthoit Denis Kouamé Guillaume Rieu J. Tourneret 127 20 0 22 Oct 2021
Integrating Domain Knowledge in Data-driven Earth Observation with Process ConvolutionsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 D. Svendsen M. Piles Jordi Munoz-Marí D. Luengo Luca Martino Gustau Camps-Valls 152 17 0 16 Apr 2021
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources S. Salcedo-Sanz Pedram Ghamisi M. Piles M. Werner L. Cuadra Á. Moreno-Martínez E. Izquierdo-Verdiguier Jordi Munoz-Marí Amir H. Mosavi G. Camps-Valls 185 195 0 07 Dec 2020