Assessing the Impact of LiDAR Density and Input Features on Forest Canopy Height Estimation Through XGBoost, CNN, and CNN + Transformer Approaches.
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| Title: | Assessing the Impact of LiDAR Density and Input Features on Forest Canopy Height Estimation Through XGBoost, CNN, and CNN + Transformer Approaches. |
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| Authors: | Sierra, Sergio1,2 (AUTHOR) sergio.sierra@complutig.com, Ramo, Rubén2,3 (AUTHOR), Padilla, Marc1,3 (AUTHOR), Cobo, Adolfo2,4,5 (AUTHOR) |
| Source: | Remote Sensing. Feb2026, Vol. 18 Issue 4, p584. 27p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 191972669 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Assessing the Impact of LiDAR Density and Input Features on Forest Canopy Height Estimation Through XGBoost, CNN, and CNN + Transformer Approaches. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sierra%2C+Sergio%22">Sierra, Sergio</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> sergio.sierra@complutig.com</i><br /><searchLink fieldCode="AR" term="%22Ramo%2C+Rubén%22">Ramo, Rubén</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Padilla%2C+Marc%22">Padilla, Marc</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cobo%2C+Adolfo%22">Cobo, Adolfo</searchLink><relatesTo>2,4,5</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Remote+Sensing%22">Remote Sensing</searchLink>. Feb2026, Vol. 18 Issue 4, p584. 27p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191972669 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/rs18040584 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 27 StartPage: 584 Titles: – TitleFull: Assessing the Impact of LiDAR Density and Input Features on Forest Canopy Height Estimation Through XGBoost, CNN, and CNN + Transformer Approaches. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sierra, Sergio – PersonEntity: Name: NameFull: Ramo, Rubén – PersonEntity: Name: NameFull: Padilla, Marc – PersonEntity: Name: NameFull: Cobo, Adolfo IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 02 Text: Feb2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20724292 Numbering: – Type: volume Value: 18 – Type: issue Value: 4 Titles: – TitleFull: Remote Sensing Type: main |
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