Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/78683
Title: A hybrid color mapping approach to fusing MODIS and landsat images for forward prediction
Authors: Kwan, C
Budavari, B
Gao, F
Zhu, XL 
Keywords: Landsat
MODIS
Remote sensing
Hybrid color mapping
Data fusion
Super-resolution
Issue Date: 2018
Publisher: Molecular Diversity Preservation International (MDPI)
Source: Remote sensing, Apr. 2018, v. 10, no. 4, 520 How to cite?
Journal: Remote sensing 
Abstract: We present a simple, and efficient approach to fusing MODIS and Landsat images. It is well known that MODIS images have high temporal resolution and low spatial resolution, whereas Landsat images are just the opposite. Similar to earlier approaches, our goal is to fuse MODIS and Landsat images to yield high spatial and high temporal resolution images. Our approach consists of two steps. First, a mapping is established between two MODIS images, where one is at an earlier time, t1, and the other one is at the time of prediction, tp. Second, this mapping is applied to map a known Landsat image at ti to generate a predicted Landsat image at tp. Similar to the Spatial and Temporal Adaptive Reflectance Fusion Model (STARFM), SpatioTemporal Image-Fusion Model (STI-FM), and the Flexible Spatiotemporal DAta Fusion (FSDAF) approaches, only one pair of MODIS and Landsat images is needed for prediction. Using seven performance metrics, experiments involving actual Landsat and MODIS images demonstrated that the proposed approach achieves comparable or better fusion performance than that of STARFM, STI-FM, and FSDAF.
URI: http://hdl.handle.net/10397/78683
EISSN: 2072-4292
DOI: 10.3390/rs10040520
Rights: © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
The following publication Kwan, C., Budavari, B., Gao, F., & Zhu, X. (2018). A hybrid color mapping approach to fusing MODIS and landsat images for forward prediction. Remote Sensing, 10(4), 520 is available at https://doi.org/10.3390/rs10040520
Appears in Collections:Journal/Magazine Article

Files in This Item:
File Description SizeFormat 
Kwan_Hybrid_Color_MODIS.pdf45.36 MBAdobe PDFView/Open
Access
View full-text via PolyU eLinks SFX Query
Show full item record
PIRA download icon_1.1View/Download Contents

SCOPUSTM   
Citations

6
Citations as of Dec 14, 2018

WEB OF SCIENCETM
Citations

5
Last Week
1
Last month
Citations as of Dec 16, 2018

Page view(s)

16
Citations as of Dec 17, 2018

Download(s)

4
Citations as of Dec 17, 2018

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.