A review of the application of optical and radar remote sensing data fusion to land use map** and monitoring

N Joshi, M Baumann, A Ehammer, R Fensholt… - Remote Sensing, 2016 - mdpi.com
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 …

Spatiotemporal image fusion in remote sensing

M Belgiu, A Stein - Remote sensing, 2019 - mdpi.com
In this paper, we discuss spatiotemporal data fusion methods in remote sensing. These
methods fuse temporally sparse fine-resolution images with temporally dense coarse …

Synergistic use of radar Sentinel-1 and optical Sentinel-2 imagery for crop map**: A case study for Belgium

K Van Tricht, A Gobin, S Gilliams, I Piccard - Remote Sensing, 2018 - mdpi.com
A timely inventory of agricultural areas and crop types is an essential requirement for
ensuring global food security and allowing early crop monitoring practices. Satellite remote …

Improving near-real time deforestation monitoring in tropical dry forests by combining dense Sentinel-1 time series with Landsat and ALOS-2 PALSAR-2

J Reiche, E Hamunyela, J Verbesselt… - Remote Sensing of …, 2018 - Elsevier
Combining observations from multiple optical and synthetic aperture radar (SAR) satellites
can provide temporally dense and regular information at medium resolution scale …

Improved early crop type identification by joint use of high temporal resolution SAR and optical image time series

J Inglada, A Vincent, M Arias, C Marais-Sicre - Remote Sensing, 2016 - mdpi.com
High temporal and spatial resolution optical image time series have been proven efficient for
crop type map** at the end of the agricultural season. However, due to cloud cover and …

The distribution and amount of carbon in the largest peatland complex in Amazonia

FC Draper, KH Roucoux, IT Lawson… - Environmental …, 2014 - iopscience.iop.org
Abstract Peatlands in Amazonian Peru are known to store large quantities of carbon, but
there is high uncertainty in the spatial extent and total carbon stocks of these ecosystems …

Fusing Landsat and SAR time series to detect deforestation in the tropics

J Reiche, J Verbesselt, D Hoekman… - Remote Sensing of …, 2015 - Elsevier
Fusion of optical and SAR time series imagery has the potential to improve forest monitoring
in tropical regions, where cloud cover limits optical satellite time series observations. We …

Synergies of multiple remote sensing data sources for REDD+ monitoring

V De Sy, M Herold, F Achard, GP Asner, A Held… - Current Opinion in …, 2012 - Elsevier
Remote sensing technologies can provide objective, practical and cost-effective solutions for
develo** and maintaining REDD+ monitoring systems. This paper reviews the potential …

[HTML][HTML] Improving urban land cover classification with combined use of sentinel-2 and sentinel-1 imagery

B Hu, Y Xu, X Huang, Q Cheng, Q Ding, L Bai… - … International Journal of …, 2021 - mdpi.com
Accurate land cover map** is important for urban planning and management. Remote
sensing data have been widely applied for urban land cover map**. However, obtaining …

Optical and SAR sensor synergies for forest and land cover map** in a tropical site in West Africa

GV Laurin, V Liesenberg, Q Chen, L Guerriero… - International Journal of …, 2013 - Elsevier
The classification of tropical fragmented landscapes and moist forested areas is a challenge
due to the presence of a continuum of vegetation successional stages, persistent cloud …