Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture
Sign Up to like & getrecommendations! Published in 2019 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2019.09.016
Abstract: Abstract 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 complex Land Use/Land Cover (LULC) mapping tasks. The… read more here.
Keywords: time series; sentinel sentinel; time; architecture ... See more keywords
Combined Sentinel-1A With Sentinel-2A to Estimate Soil Moisture in Farmland
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2020.3043628
Abstract: In this article, seven filter algorithms were compared. The Lee sigma method was more suitable for estimating soil moisture (SM) than the other filtering methods under different land cover types. First, we used a combination… read more here.
Keywords: soil; estimate; vegetation; sentinel sentinel ... See more keywords
Combined Use of Sentinel-1 and Sentinel-2 for Glacier Mapping: An Application Over Central East Alps
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3179050
Abstract: The systematic monitoring of glaciers is essential to both evaluate water resource availability and better understand the effects of climate change. The increased speed of glacier changes observed in the past few years requires a… read more here.
Keywords: sentinel sentinel; combined use; east alps; glacier ... See more keywords