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The SITSMining framework: a data mining approach for satellite image time series
(Institute for Systems and Technologies of Information, Control and Communication - INSTICCLisboa, 2014-04)
The amount of data generated and stored in many domains has increased in the last years. In remote sensing, this scenario of bursting data is not different. As the volume of satellite images stored in databases grows, the ...
Long-term Satellite Image Time Series for the Assessment of Land Use/Cover Change in the Brazilian Amazon Rainforest
(Spie-int Soc Optical Engineering, 2018-01-01)
The regular acquisition of Earth Observations by remote sensing satellites provides long-term Satellite Image Time Series (SITS). Land surface spectral variability provides the capacity for the assessment of Land Use/Cover ...
Land use temporal analysis through clustering techniques on satellite image time series
(IEEE Geoscience and Remote Sensing Society - GRSSCanadian Remote Sensing Society / Société canadienne de télédétection - CRSS-SCTQuébec City, 2014-07)
Satellite images time series have been used to study land surface, such as identification of forest, water, urban areas, as well as for meteorological applications. However, for knowledge discovery in large remote sensing ...
Remote sensing studies applied to the use of satellite images in global scale
(MDPI AGSwitzerland, 2023)
Pix2pix conditional generative adversarial network with mlp loss function for cloud removal in a cropland time series
(2022-01-01)
Clouds are one of the major limitations to crop monitoring using optical satellite images. Despite all efforts to provide decision-makers with high-quality agricultural statistics, there is still a lack of techniques to ...
Locally tuned model to map the chlorophyll-a and the trophic state in Porto Primavera reservoir using MODIS/Terra images
(Springer, 2018-04-01)
In this work we hypothesized that the damming of a rural River for hydropower generation, altering the water retention time should increase the chlorophyll-a (Chl-a) concentration, consequently changing the trophic status. ...
Self‐Entrainment Motion of a Slow‐Moving Landslide Inferred From Landsat‐8 Time Series
(American Geophysical UnionUS, 2019-04)
In mountainous environments, slow‐moving landslides (velocities <100 m/year) are a major concern for local populations. Rainfall is often the dominant forcing, and often result in major changes in kinematics which can mask ...