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A novel hybrid model for coastal aquaculture ponds integrating hierarchical decision-tree and ensemble-learning approaches from Sentinel satellites.

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Title: A novel hybrid model for coastal aquaculture ponds integrating hierarchical decision-tree and ensemble-learning approaches from Sentinel satellites.
Authors: Yang, Xiaoyan1, Wang, Jianqiang2, Gao, Jian3,4, 20141020@hbut.edu.cn, Liu, Pingping5, Hu, Xingbai6, Zhang, Fei7,8,9, Chen, Chao10
Source: Frontiers in Marine Science; 2026, p1-19, 19p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192511012
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: A novel hybrid model for coastal aquaculture ponds integrating hierarchical decision-tree and ensemble-learning approaches from Sentinel satellites.
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  Data: <searchLink fieldCode="AU" term="%22Yang%2C+Xiaoyan%22">Yang, Xiaoyan</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Wang%2C+Jianqiang%22">Wang, Jianqiang</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Gao%2C+Jian%22">Gao, Jian</searchLink><relatesTo>3,4</relatesTo>, <i>20141020@hbut.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Pingping%22">Liu, Pingping</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Hu%2C+Xingbai%22">Hu, Xingbai</searchLink><relatesTo>6</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Fei%22">Zhang, Fei</searchLink><relatesTo>7,8,9</relatesTo><br /><searchLink fieldCode="AU" term="%22Chen%2C+Chao%22">Chen, Chao</searchLink><relatesTo>10</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Frontiers+in+Marine+Science%22">Frontiers in Marine Science</searchLink>; 2026, p1-19, 19p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192511012
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.3389/fmars.2026.1778967
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      – Code: eng
        Text: English
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        PageCount: 19
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      – TitleFull: A novel hybrid model for coastal aquaculture ponds integrating hierarchical decision-tree and ensemble-learning approaches from Sentinel satellites.
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            NameFull: Yang, Xiaoyan
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            NameFull: Wang, Jianqiang
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            NameFull: Hu, Xingbai
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            NameFull: Zhang, Fei
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            – D: 25
              M: 03
              Text: 2026
              Type: published
              Y: 2026
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