A review of the application of optical and radar remote sensing data fusion to land use map** and monitoring
The wealth of complementary data available from remote sensing missions can hugely aid
efforts towards accurately determining land use and quantifying subtle changes in land use …
efforts towards accurately determining land use and quantifying subtle changes in land use …
Remote sensing of grassland production and management—A review
Grasslands cover one third of the earth's terrestrial surface and are mainly used for livestock
production. The usage type, use intensity and condition of grasslands are often unclear …
production. The usage type, use intensity and condition of grasslands are often unclear …
Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover map** via a multi-source deep learning architecture
The huge amount of data currently produced by modern Earth Observation (EO) missions
has allowed for the design of advanced machine learning techniques able to support …
has allowed for the design of advanced machine learning techniques able to support …
Estimating leaf area index and aboveground biomass of grazing pastures using Sentinel-1, Sentinel-2 and Landsat images
J Wang, X ** with Google Earth Engine
Land cover map** of large areas is challenging due to the significant volume of satellite
data to acquire and process, as well as the lack of spatial continuity due to cloud cover …
data to acquire and process, as well as the lack of spatial continuity due to cloud cover …
Exploring Sentinel-1 and Sentinel-2 diversity for flood inundation map** using deep learning
Identification of flood water extent from satellite images has historically relied on either
synthetic aperture radar (SAR) or multi-spectral (MS) imagery. MS sensors are limited to …
synthetic aperture radar (SAR) or multi-spectral (MS) imagery. MS sensors are limited to …
Effect of training class label noise on classification performances for land cover map** with satellite image time series
Supervised classification systems used for land cover map** require accurate reference
databases. These reference data come generally from different sources such as field …
databases. These reference data come generally from different sources such as field …
Linking Earth Observation and taxonomic, structural and functional biodiversity: Local to ecosystem perspectives
Impacts of human civilization on ecosystems threaten global biodiversity. In a changing
environment, traditional in situ approaches to biodiversity monitoring have made significant …
environment, traditional in situ approaches to biodiversity monitoring have made significant …