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Conference Paper: Singular spectrum analysis for filling gaps and reducing uncertainties of modis land products

TitleSingular spectrum analysis for filling gaps and reducing uncertainties of modis land products
Authors
Wang, DongdongLiang, Shunlin
Keywordsgap filling
LAI
MODIS
SSA
Issue Date2008
Citation
International Geoscience and Remote Sensing Symposium (IGARSS), 2008, v. 5, n. 1, article no. 4780153 How to Cite?
DOI: http://dx.doi.org/10.1109/IGARSS.2008.4780153
AbstractGaps and uncertainties within current Moderate Resolution Imaging Spectroradiometer (MODIS) land products limit their application in understanding land surface dynamics. This paper employs a revised iterative strategy based on Multi-channel Singular Spectrum Analysis (MSSA) to fill the gaps in MODIS land products. Our results on MODIS Leaf Area Index (LAI) products show MSSA has the ability to use both spatial and temporal information to fill gaps within MODIS LAI products to produce spatially and temporally smoother datasets.
Persistent Identifierhttp://hdl.handle.net/10722/321379

 

DC FieldValueLanguage
dc.contributor.authorWang, Dongdong-
dc.contributor.authorLiang, Shunlin-
dc.date.accessioned2022-11-03T02:18:31Z-
dc.date.available2022-11-03T02:18:31Z-
dc.date.issued2008-
dc.identifier.citationInternational Geoscience and Remote Sensing Symposium (IGARSS), 2008, v. 5, n. 1, article no. 4780153-
dc.identifier.urihttp://hdl.handle.net/10722/321379-
dc.description.abstractGaps and uncertainties within current Moderate Resolution Imaging Spectroradiometer (MODIS) land products limit their application in understanding land surface dynamics. This paper employs a revised iterative strategy based on Multi-channel Singular Spectrum Analysis (MSSA) to fill the gaps in MODIS land products. Our results on MODIS Leaf Area Index (LAI) products show MSSA has the ability to use both spatial and temporal information to fill gaps within MODIS LAI products to produce spatially and temporally smoother datasets.-
dc.languageeng-
dc.relation.ispartofInternational Geoscience and Remote Sensing Symposium (IGARSS)-
dc.subjectgap filling-
dc.subjectLAI-
dc.subjectMODIS-
dc.subjectSSA-
dc.titleSingular spectrum analysis for filling gaps and reducing uncertainties of modis land products-
dc.typeConference_Paper-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/IGARSS.2008.4780153-
dc.identifier.scopuseid_2-s2.0-67649886683-
dc.identifier.volume5-
dc.identifier.issue1-
dc.identifier.spagearticle no. 4780153-
dc.identifier.epagearticle no. 4780153-

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