A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity (Articolo in rivista)

Type

• Articolo in rivista (Classe)
• Prodotto della ricerca (Classe)

Label

• A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity (Articolo in rivista) (literal)

Anno

• 2015-01-01T00:00:00+01:00 (literal)

Alternative label

• Bisquert, Mar; Bordogna, Gloria; Begue, Agnes; Candiani, Gabriele; Teisseire, Maguelonne; Poncelet, Pascal (2015)
  A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity
  in Remote sensing (Basel)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Bisquert, Mar; Bordogna, Gloria; Begue, Agnes; Candiani, Gabriele; Teisseire, Maguelonne; Poncelet, Pascal (literal)

Pagina inizio

• 704 (literal)

Pagina fine

• 724 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 7 (literal)

Rivista

• Remote sensing (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 21 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 1 (literal)

Note

• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• Lab Informat Robot & Microelect Montpellier; Inst Rech Sci & Technol Environm & Agr; CNR; Ctr Cooperat Int Rech Agron Dev (literal)

Titolo

• A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity (literal)

Abstract

• High-spatial-resolution satellites usually have the constraint of a low temporal frequency, which leads to long periods without information in cloudy areas. Furthermore, low-spatial-resolution satellites have higher revisit cycles. Combining information from high-and low-spatial-resolution satellites is thought a key factor for studies that require dense time series of high-resolution images, e.g., crop monitoring. There are several fusion methods in the bibliography, but they are time-consuming and complicated to implement. Moreover, the local evaluation of the fused images is rarely analyzed. In this paper, we present a simple and fast fusion method based on a weighted average of two input images (H and L), which are weighted by their temporal validity to the image to be fused. The method was applied to two years (2009-2010) of Landsat and MODIS (MODerate Imaging Spectroradiometer) images that were acquired over a cropped area in Brazil. The fusion method was evaluated at global and local scales. The results show that the fused images reproduced reliable crop temporal profiles and correctly delineated the boundaries between two neighboring fields. The greatest advantages of the proposed method are the execution time and ease of use, which allow us to obtain a fused image in less than five minutes. (literal)

Prodotto di

• Istituto per il rilevamento elettromagnetico dell'ambiente (IREA) (Istituto)
• Tecniche di soft computing per l'analisi di dati incerti (ICT.P10.010.001) (Modulo)

Autore CNR

• GABRIELE CANDIANI (Persona)
• GLORIA BORDOGNA (Unità di personale interno)

Insieme di parole chiave

• Parole chiave di "A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity" (Insieme di parole chiave)

Incoming links:

Autore CNR di

• GLORIA BORDOGNA (Unità di personale interno)
• GABRIELE CANDIANI (Persona)

Prodotto

• Istituto per il rilevamento elettromagnetico dell'ambiente (IREA) (Istituto)
• Tecniche di soft computing per l'analisi di dati incerti (ICT.P10.010.001) (Modulo)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Remote sensing (Rivista)

Insieme di parole chiave di

• Parole chiave di "A Simple Fusion Method for Image Time Series Based on the Estimation of Image Temporal Validity" (Insieme di parole chiave)