Uncertainties in the estimates of water constituents are among the main issues concerning the orbital remote sensing of inland waters. Those uncertainties result from sensor design, atmosphere correction, model equations, and in situ conditions (cloud cover, lake size/shape, and adjacency effects). In the Amazon floodplain lakes, such uncertainties are amplified due to their seasonal dynamic. T...

This paper presents the potential for soil moisture (SM) retrieval using Sentinel-1 C-band Synthetic Aperture Radar (SAR) data acquired in Interferometric Wide Swath (IW) mode along with Land Surface Temperature (LST) estimated from analysis of LANDSAT-8 digital thermal data. In this study on 27 February 2020 was downloaded Copernicus website and OLI 24 https://earthexplorer.usgs.gov/.The sampl...

Reconstructing the missing data for cloud/shadow-covered optical satellite images has great significance enhancing availability and multi-temporal analysis. In this study, we proposed a deep-learning-based method reconstruction time-series Landsat images. Central to is combined use of autoencoder, long-short-term memory (AE-LSTM)-based similar pixel clustering backward LSTM-based prediction. Fi...

Availability of multispectral remote sensing data cheaply and its higher spectral resolution compared to remote sensing data with higher spatial resolution has proved valuable for geological mapping exploitation and mineral mapping. This has benefited applications such as landslide quantification, fault pattern mapping, rock and lineament mapping especially with advanced remote sensing techniqu...

Abstract. Mitigating the impact of atmospheric effects on optical remote sensing data is critical for monitoring intrinsic land processes and developing Analysis Ready Data (ARD). This work develops an approach to this NERC NCEO medium resolution ARD Landsat 8 (L8) Sentinel 2 (S2) products, called Sensor Invariant Atmospheric Correction (SIAC). The contribution phrase solve that problem within ...

The Multispectral Wide Field of View (WFV) camera on the Chinese GF-1 satellite, launched in 2013, has advantages of high spatial resolution (16 m), short revisit period (4 days) and wide scene swath (800 km) compared to the Landsat-8/OLI, which make it an ideal means of monitoring spatial-temporal changes of Suspended Particulate Matter (SPM) in large estuaries like the Yangtze Estuary. Howeve...

Recently, land cover change detection has become a research focus of remote sensing. To obtain the information from sensing images at fine spatial and temporal resolutions, subpixel is widely studied applied. In this paper, new method based on radial basis function (RBF) for proposed, in which abundance image difference measure (AIDM) designed utilized to enhance mapping (SPM) by borrowing dist...