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Mapping leaf area index in a mixed temperate forest using Fenix airborne hyperspectral data and Gaussian processes regression

Xie, Rui and Darvishzadeh, Roshanak and Skidmore, Andrew and Heurich, Marco and Holzwarth, Stefanie and Gara, Tawanda W. and Reusen, Ils (2021) Mapping leaf area index in a mixed temperate forest using Fenix airborne hyperspectral data and Gaussian processes regression. International Journal of Applied Earth Observation and Geoinformation, 95, e102242. Elsevier. doi: 10.1016/j.jag.2020.102242. ISSN 1569-8432.

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Official URL: https://www.sciencedirect.com/science/article/pii/S0303243420308850#!


Item URL in elib:https://elib.dlr.de/136787/
Document Type:Article
Title:Mapping leaf area index in a mixed temperate forest using Fenix airborne hyperspectral data and Gaussian processes regression
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Xie, RuiFaculty of Geo-Information Science and Earth Observation (ITC), University of TwenteUNSPECIFIEDUNSPECIFIED
Darvishzadeh, RoshanakUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Skidmore, AndrewUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Heurich, MarcoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Holzwarth, StefanieUNSPECIFIEDhttps://orcid.org/0000-0001-7364-7006UNSPECIFIED
Gara, Tawanda W.Department of Geography and Environmental Science, University of ZimbabweUNSPECIFIEDUNSPECIFIED
Reusen, IlsUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:March 2021
Journal or Publication Title:International Journal of Applied Earth Observation and Geoinformation
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:95
DOI:10.1016/j.jag.2020.102242
Page Range:e102242
Publisher:Elsevier
ISSN:1569-8432
Status:Published
Keywords:Airborne hyperspectral data; Leaf area index; Gaussian processes regression; Uncertainty; Spectral subset; Temperate mixed forests
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Remote Sensing and Geo Research
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Land Surface Dynamics
Deposited By: Holzwarth, Stefanie
Deposited On:27 Oct 2020 08:41
Last Modified:05 Sep 2025 10:00

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