Flood mapping using ALOS-2 quad-polarization SAR data via tabular machine learning enhanced by polarimetric decomposition and Harris hawk optimization: dataset

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Main Authors: Lee, Jinwook, Kim, Soohyun, Janizadeh, Saeid, Bateni, Sayed, Ki, Seo Jin, Jun, Changhyun
Format: Recurso digital
Language:English
Published: Zenodo 2026
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author Lee, Jinwook
Kim, Soohyun
Janizadeh, Saeid
Bateni, Sayed
Ki, Seo Jin
Jun, Changhyun
author_facet Lee, Jinwook
Kim, Soohyun
Janizadeh, Saeid
Bateni, Sayed
Ki, Seo Jin
Jun, Changhyun
contents <p>This repository provides the code and supporting materials for the study entitled ‘Flood mapping using ALOS-2 quad-polarization SAR data via tabular machine learning enhanced by polarimetric decomposition and Harris hawk optimization.’ Due to licensing restrictions associated with ALOS-2 and WorldView-2 imagery, these data are not included in this repository. Instead, this repository contains all scripts for data preprocessing, model development, and related processes, along with supporting materials necessary to reproduce the methodology.</p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_19546405
institution Zenodo
language eng
publishDate 2026
publisher Zenodo
record_format zenodo
spellingShingle Flood mapping using ALOS-2 quad-polarization SAR data via tabular machine learning enhanced by polarimetric decomposition and Harris hawk optimization: dataset
Lee, Jinwook
Kim, Soohyun
Janizadeh, Saeid
Bateni, Sayed
Ki, Seo Jin
Jun, Changhyun
<p>This repository provides the code and supporting materials for the study entitled ‘Flood mapping using ALOS-2 quad-polarization SAR data via tabular machine learning enhanced by polarimetric decomposition and Harris hawk optimization.’ Due to licensing restrictions associated with ALOS-2 and WorldView-2 imagery, these data are not included in this repository. Instead, this repository contains all scripts for data preprocessing, model development, and related processes, along with supporting materials necessary to reproduce the methodology.</p>
title Flood mapping using ALOS-2 quad-polarization SAR data via tabular machine learning enhanced by polarimetric decomposition and Harris hawk optimization: dataset
url https://doi.org/10.5281/zenodo.19546405