Time-Series Dataset of Mangroves along the Southern Coast of Vietnam between 2016 through 2023

Published: 30 January 2024| Version 1 | DOI: 10.17632/rp9v9mvc36.1
Contributors:
Thuong Tran,
,
,

Description

Here, we provide a time-series dataset of mangroves along the Southern Coast of Vietnam, captured at multispectral indices of Sentinel-2 and deep learning model from 2016 through 2023. The generated performance metrics, including overall accuracy, precision, recall, and F1-score were above 95% for whole years. The dataset encompasses a series of temporal observations, allowing for the analysis of changes and patterns in mangrove vegetation over time. Users can explore the dataset to gain insights into the evolution and health of mangrove ecosystems in this specific geographical region. The data includes various parameters relevant to mangrove classification, offering a valuable resource for researchers, environmental scientists, and practitioners engaged in the study and conservation of coastal ecosystems.

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Institutions

Monash University

Categories

Earth Sciences, Geography, Remote Sensing, Geographic Information System, Mangrove, Coastal Management

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