Exploring Built-Up Indices and Machine Learning Regressions for Multi-Temporal Building Density Monitoring Based on Landsat Series.

Suharyadi, R; Umarhadi, Deha Agus; Awanda, Disyacitta; Widyatmanti, Wirastuti

Suharyadi, R; Umarhadi, Deha Agus; Awanda, Disyacitta; Widyatmanti, Wirastuti.

Afiliação

Suharyadi R; Department of Geographic Information Science, Faculty of Geography, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.
Umarhadi DA; Department of Geographic Information Science, Faculty of Geography, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.
Awanda D; Department of Geographic Information Science, Faculty of Geography, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.
Widyatmanti W; Department of Geographic Information Science, Faculty of Geography, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.

Sensors (Basel) ; 22(13)2022 Jun 22.

Article em En | MEDLINE | ID: mdl-35808212

Assuntos

Temperatura Alta; Aprendizado de Máquina; Algoritmos; Cidades; Máquina de Vetores de Suporte

Palavras-chave

Landsat; building density; built-up indices; image transformations; regression

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado de Máquina / Temperatura Alta Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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