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Recent morphological changes in the Atrato river delta: Analysis of erosion and progradation trends with google earth engine (GEE)

Authors: Vélez Castaño, Jose Daniel;

Recent morphological changes in the Atrato river delta: Analysis of erosion and progradation trends with google earth engine (GEE)

Abstract

ABSTRACT: The Atrato Delta in Northwestern Colombia has experienced notable geomorphological changes in its shoreline in recent years. We analyze these changes associated with erosion and progradation, using Landsat imagery and Google Earth Engine (GEE) algorithms to identify the processes automatically in an annual basis over the last 33 years (1986 – 2019). We compare the results with manual delineation on the same imagery using ArcGIS, obtaining similar outcomes, although GEE is much more efficient processing large amounts of imagery compared with handmade procedures. We identify with good accuracy trends in erosion and progradation areas along the mouths and sides of the Delta. Our algorithm performs well at delineating the shorelines, although special care must be taken to clean the images from clouds and shadows that may alter the definition of the shoreline. Results show that the Atrato Delta has lost around 10 km2 due to erosion and has gained around 18 km2 in progradation during the period of assessment. Overall, progradation is the dominant process at the delta’s mouths, while erosion is dominant only in areas far from the outflows, which agrees with a river-dominated environment of high sediment loads and is coherent with other studies made in the region. The algorithm in GEE is a versatile tool, appropriate to assess short and long term changes of coastal areas that do not count with land-based information.

Country
Colombia
Keywords

Geodinámica, 550, Communication satellites, http://vocabularies.unesco.org/thesaurus/concept2024, Zona costera, Aplicación informática, http://vocabularies.unesco.org/thesaurus/concept11406, 910, Coastal erosion, Geodynamics, http://vocabularies.unesco.org/thesaurus/concept158, Erosión costera, Algoritmo, Teledetección, http://vocabularies.unesco.org/thesaurus/concept1557, Sedimentación, http://vocabularies.unesco.org/thesaurus/concept3067, Geomorphology, Remote sensing, http://vocabularies.unesco.org/thesaurus/concept520, Coastal zones, Satélite de comunicación, Geomorfología, http://vocabularies.unesco.org/thesaurus/concept173, http://vocabularies.unesco.org/thesaurus/concept5504, Computer applications, Sedimentation, Algorithms, http://vocabularies.unesco.org/thesaurus/concept5507

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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