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New Research: Machine learning versus deep learning in land system science: a decision-making framework for effective land classification frontiersin.org/articles/10.… #RemoteSensing

New Research: A new spectrally-invariant approach to the remote sensing of inhomogeneous clouds frontiersin.org/articles/10.… #RemoteSensing

New Research: Assessing the time variability of GIEMS-2 satellite-derived surface water extent over 30 years frontiersin.org/articles/10.… #RemoteSensing

New Research: Investigating Earth surface deformation with SAR interferometry and geomodeling in the transborder Meuse–Rhine region frontiersin.org/articles/10.… #RemoteSensing

New Research: Breakthroughs in satellite remote sensing of floods frontiersin.org/articles/10.… #RemoteSensing

New Research: Utilising LANDHYPERNET data products over a deciduous broadleaf forest to validate Sentinel-2 and Landsat surface reflectance products frontiersin.org/articles/10.… #RemoteSensing

New Research: Machine learning for efficient segregation and labeling of potential biological sounds in long-term underwater recordings frontiersin.org/articles/10.… #RemoteSensing

New Research: HYPERNETS: a network of automated hyperspectral radiometers to validate water and land surface reflectance (380–1680 nm) from all satellite missions frontiersin.org/articles/10.… #RemoteSensing

New Research: Complete characterization of ocean color radiometers frontiersin.org/articles/10.… #RemoteSensing

New Research: Evaluating the potential for efficient, UAS-based reach-scale mapping of river channel bathymetry from multispectral images frontiersin.org/articles/10.… #RemoteSensing

New Research: Editorial: Women in remote sensing: 2022 frontiersin.org/articles/10.… #RemoteSensing

New Research: Using the automated HYPERNETS hyperspectral system for multi-mission satellite ocean colour validation in the Río de la Plata, accounting for different spatial resolutions frontiersin.org/articles/10.… #RemoteSensing

New Research: A new framework for improving semantic segmentation in aerial imagery frontiersin.org/articles/10.… #RemoteSensing

New Research: Validation of satellite water products based on HYPERNETS in situ data using a Match-up Database (MDB) file structure frontiersin.org/articles/10.… #RemoteSensing

New Research: An integrated hierarchical classification and machine learning approach for mapping land use and land cover in complex social-ecological systems frontiersin.org/articles/10.… #RemoteSensing

New Research: Secure learning-based coordinated UAV–UGV framework design for medical waste transportation frontiersin.org/articles/10.… #RemoteSensing

New Research: Reconstructing hyper-spectral downwelling irradiance from multi-spectral measurements frontiersin.org/articles/10.… #RemoteSensing

New Research: Recent advances and challenges in monitoring and modeling of disturbances in tropical moist forests frontiersin.org/articles/10.… #RemoteSensing

New Research: Spectral imaging of grass species in arid ecosystems of Namibia frontiersin.org/articles/10.… #RemoteSensing

New Research: A global implementation of the rural access index frontiersin.org/articles/10.… #RemoteSensing