Short-time-series grassland mapping using Sentinel-2 imagery and deep learning-based architecture Article Swipe

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Abolfazl Abdollahi , Yuxia Liu , Biswajeet Pradhan , Alfredo Huete , Abhirup Dikshit , Ngoc Nguyen Tran ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.1016/j.ejrs.2022.06.002

Related Topics

Grassland

Support Vector Machine

Artificial Intelligence

Geography

Data Mining

Environmental Science

Machine Learning

Land Use

Normalized Difference Vegetation Index

Concepts

Grassland Support vector machine Random forest Vegetation (pathology) Enhanced vegetation index Deep learning Time series Remote sensing Land cover Computer science Cartography Artificial intelligence Geography Data mining Environmental science Climate change Machine learning Land use Normalized Difference Vegetation Index Vegetation Index Ecology Biology Medicine Pathology

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Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.ejrs.2022.06.002
OA Status: gold
Cited By: 25
References: 28
Related Works: 10
OpenAlex ID: https://openalex.org/W4282981125

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OpenAlex ID: https://openalex.org/W4282981125

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DOI: https://doi.org/10.1016/j.ejrs.2022.06.002

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Title: Short-time-series grassland mapping using Sentinel-2 imagery and deep learning-based architecture

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Type: article

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Language: en

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Publication year: 2022

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Publication date: 2022-06-15

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Authors: Abolfazl Abdollahi, Yuxia Liu, Biswajeet Pradhan, Alfredo Huete, Abhirup Dikshit, Ngoc Nguyen Tran

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Landing page: https://doi.org/10.1016/j.ejrs.2022.06.002

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OA status: gold

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OA URL: https://doi.org/10.1016/j.ejrs.2022.06.002

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Concepts: Grassland, Support vector machine, Random forest, Vegetation (pathology), Enhanced vegetation index, Deep learning, Time series, Remote sensing, Land cover, Computer science, Cartography, Artificial intelligence, Geography, Data mining, Environmental science, Climate change, Machine learning, Land use, Normalized Difference Vegetation Index, Vegetation Index, Ecology, Biology, Medicine, Pathology

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Cited by: 25

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Citations by year (recent): 2025: 5, 2024: 12, 2023: 7, 2022: 1

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References (count): 28

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Related works (count): 10

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