SLNSW-Hyperspectral-Based Classification of Managed Per...-TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

Full title: Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

Author/creator: Britz, Roland, Barta, Norbert, Klingler, Andreas, Schaumberger, Andreas, Bauer, Alexander, Pötsch, Erich M., Gronauer, Andreas, Motsch, Viktoria.

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Record Identifier: TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

Language: English

Formats: Articles

Publishers: Basel: MDPI AG

Permalink: https://collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

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    Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

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    TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

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    https://collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

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    Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

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    https://collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

    Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

    Full title

    Hyperspectral-Based Classification of Managed Permanent Grassland with Multilayer Perceptrons: Influence of Spectral Band Count and Spectral Regions on Model Performance

    Author / Creator

    Britz, Roland ; Barta, Norbert ; Klingler, Andreas ; Schaumberger, Andreas ; Bauer, Alexander ; Pötsch, Erich M. ; Gronauer, Andreas ; Motsch, Viktoria

    Publisher

    Basel: MDPI AG

    Journal title

    Agriculture (Basel), 2022, Vol.12 (5), p.579

    Record Identifier

    TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

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    English

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    Articles

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    Subjects and topics

    Accuracy Algorithms Cameras Classification Data acquisition Data processing data reduction Datasets Discriminant analysis Flowers & plants grass Grasses Grassland management Grasslands herb hyperspectral imaging Laboratories legume Legumes Livestock Machine learning Methods Multilayer perceptrons Neural networks Performance prediction Remote sensing systems Sensors Spatial discrimination Spatial resolution Species classification Spectral bands Variance analysis Vegetation

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    TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

    Permalink

    https://collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_735909e3b97a4070a02e3f8ffd3d07d4

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