Spatiotemporal reflectance blending in a wetland environment

International Journal of Digital Earth

Volumn 8, Issue 5, 2015, Pages 364-382

  Michishita, Ryo ^a   Chen, Lifan ^a   Chen, Jin ^a   Zhu, Xiaolin ^b   Xu, Bing ^a,c,d  

^a BEIJING NORMAL UNIVERSITY   (China)

^b OHIO STATE UNIVERSITY   (United States)

^c TSINGHUA UNIVERSITY   (China)

^d UNIVERSITY OF UTAH   (United States)

Author keywords

blending model; Landsat TM; MODIS; multi sensor; spatial temporal reflectance; time series

Indexed keywords

IMAGE ACQUISITION; RADIOMETERS; TIME SERIES; WATER LEVELS; WETLANDS;

BLENDING MODELS; LANDSAT TM; MODIS; MULTI SENSOR; SPATIAL TEMPORALS;

REFLECTION;

ACCURACY ASSESSMENT; IMAGE RESOLUTION; LANDSAT THEMATIC MAPPER; MODEL TEST; MODIS; PIXEL; SATELLITE IMAGERY; SPATIAL RESOLUTION; SPATIOTEMPORAL ANALYSIS; SURFACE REFLECTANCE; TIME SERIES; WETLAND;

CHINA; JIANGXI; POYANG LAKE;

EID: 84926258712     PISSN: 17538947     EISSN: 17538955     Source Type: Journal    
DOI: 10.1080/17538947.2014.894146     Document Type: Article

References (26)

1. Cronk, J. K., and M. S. Fennessy. 2001. Wetland Plants: Biology and Ecology.Boca Raton: CRC Press.
2. Cui, L., G. Wu, and Y. Liu. 2009. “Monitoring the Impact of Backflow and Dredging on Water Clarity Using MODIS Images of Poyang Lake, China.” Hydrological Processes 23 (2): 342–350. doi:10.1002/hyp.7163.
3. Davranche, A., G. Lefebvre, and B. Poulin. 2010. “Wetland Monitoring Using Classification Trees and SPOT-5 Seasonal Time Series.” Remote Sensing of Environment 114 (3): 552–562. doi:10.1016/j.rse.2009.10.009.
4. Dronova, I., P. Gong, and W. Ling. 2011. “Object-based Analysis and Change Detection of Major Wetland Cover Types and Their Classification Uncertainty during the Low Water Period at Poyang Lake, China.” Remote Sensing of Environment 115 (12): 3220–3236. doi:10.1016/j.rse.2011.07.006.
5. Editing Committee of Jiangxi Map Collection. 2008. Jiangxi Sheng Dituji [Jiangxi Map Collection]. Beijing: China Map Publications (In Chinese).
6. Erwin, K. L. 2009. “Wetlands and Global Climate Change: The Role of Wetland Restoration in a Changing World.” Wetlands Ecology and Management 17 (1): 71–84. doi:10.1007/s11273-008-9119-1.
7. Fang, J., Z. Wang, S. Zhao, Y. Li, Z. Tang, D. Yu, L. Ni,. 2006. “Biodiversity Changes in the Lakes of the Central Yangtze.” Frontiers in Ecology and the Environment 4 (6): 369–377. doi:10.1890/1540-9295(2006)004[0369:BCITLO]2.0.CO;2.
8. Feng, L., C. Hu, X. Chen, X. Cai, L. Tian, and W. Gan. 2012. “Assessment of Inundation Changes of Poyang Lake Using MODIS Observations between 2000 and 2010.” Remote Sensing of Environment 121: 80–92. doi:10.1016/j.rse.2012.01.014.
9. Gao, F., J. Masek, M. Schwaller, and F. Hall. 2006. “On the Blending of the Landsat and MODIS Surface Reflectance: Predicting Daily Landsat Surface Reflectance.” IEEE Transactions on Geoscience and Remote Sensing 44 (8): 2207–2218. doi:10.1109/TGRS.2006.872081.
10. Gong, P., Z. G. Niu, X. Cheng, K. Y. Zhao, D. M. Zhou, J. H. Guo, L. Liang,. 2010. “China's Wetland Change (1990–2000) Determined by Remote Sensing.” Science China Earth Sciences 53 (7): 1036–1042. doi:10.1007/s11430-010-4002-3.
11. Goodchild, M. F. 2008. “The Use Cases of Digital Earth.” International Journal of Digital Earth 1 (1): 31–42. doi:10.1080/17538940701782528.
12. Guo, H., J. Liu, A. Li, and J. Zhang. 2012. “Earth Observation Satellite Data Receiving, Processing System and Data Sharing.” International Journal of Digital Earth 5 (3): 241–250. doi:10.1080/17538947.2012.669963.
13. Guo, J., V. Penolope, C. Cao, U. Jürg, H. Zhu, A. Daniel, R. Zhu, Z. He, D. Li, and F. Hu. 2005. “A Geographic Information and Remote Sensing Based Model for Prediction of Habitats in the Poyang Lake Area, China.” Acta Tropica 96 (2–3): 213–222. doi:10.1016/j.actatropica.2005.07.029.
14. Henderson, F. M., and A. J. Lewis. 2008. “Radar Detection of Wetland Ecosystems: A Review.” International Journal of Remote Sensing 29 (20): 5809–5835. doi:10.1080/01431160801958405.
15. Higuchi, H., J. P. Pierre, V. Krever, V. Andronov, G. Fujita, K. Ozaki, O. Goroshko, M. Ueta, S. Smirensky, and N. Mita. 2004. “Using a Remote Technology in Conservation: Satellite Tracking White-Naped Cranes in Russia and Asia.” Conservation Biology 18 (1): 136–147. doi:10.1111/j.1523-1739.2004.00034.x.
16. Hui, F., B. Xu, H. Huang, Q. Yu, and P. Gong. 2008. “Modelling Spatial-Temporal Change of Poyang Lake Using Multispectral Landsat Imagery.” International Journal of Remote Sensing 29 (20): 5767–5784. doi:10.1080/01431160802060912.
17. ImSpec LLC. 2008. ACORN6 Users Manual. Palmdale, CA: ImSpec LLC.
18. Lang, M. W., E. S. Kasischke, S. D. Prince, and K. W. Pittman. 2008. “Assessment of C-Band Synthetic Aperture Radar Data for Mapping and Monitoring Coastal Plain Forested Wetlands in the Mid-Atlantic Region, U.S.A.” Remote Sensing of Environment 112 (11): 4120–4130. doi:10.1016/j.rse.2007.08.026.
19. Masek, J. G., E. F. Vermote, N. E. Saleous, R. Wolfe, F. G. Hall, K. F. Huemmrich, F. Gao, J. Kutler, and T.-K. Lim. 2006. “A Landsat Surface Reflectance Dataset for North America, 1990–2000.” IEEE Geoscience and Remote Sensing Letters 3 (1): 68–72. doi:10.1109/LGRS.2005.857030.
20. Michishita, R., Z. Jiang, P. Gong, and B. Xu. 2012. “Bi-Scale Comparisons of Multi-Temporal Land Cover Fractions for Wetland Mapping.” ISPRS Journal of Photogrammetry and Remote Sensing 72: 1–15. doi:10.1016/j.isprsjprs.2012.04.006.
21. Munyati, C. 2000. “Wetland Change Detection on the Kafue Flats, Zambia, by Classification of a Multitemporal Remote Sensing Image Dataset.” International Journal of Remote Sensing 21 (9): 1787–1806. doi:10.1080/014311600209742.
22. Walker, J. J., K. M. de Beurs, R. H. Wynne, and F. Gao. 2012. “Evaluation of Landsat and MODIS Data Fusion Products for Analysis of Dryland Forest Phenology.” Remote Sensing of Environment 117 (15): 381–393. doi:10.1016/j.rse.2011.10.014.
23. Watts, J. D., S. L. Powell, R. L. Lawrence, and T. Hilker. 2011. “Improved Classification of Conservation Tillage Adoption Using High Temporal and Synthetic Satellite Imagery.” Remote Sensing of Environment 115 (1): 66–75. doi:10.1016/j.rse.2010.08.005.
24. Zhao, X., A. Stein, and X.-L. Chen. 2011. “Monitoring the Dynamics of Wetland Inundation by Random Sets on Multi-Temporal Images.” Remote Sensing of Environment 115 (9): 2390–2401. doi:10.1016/j.rse.2011.05.002.
25. Zhou, X. N., L. Y. Wang, M. G. Cheng, X. H. Wu, Q. W. Jiang, X. Y. Chen, J. Zheng, and J. Utzinger. 2005. “The Public Health Significance and Control of Schistosomiasis in China – Then and Now.” Acta Tropica 96 (2–3): 97–105. doi:10.1016/j.actatropica.2005.07.005.
26. Zhu, X., J. Chen, F. Gao, X. Chen, and J. G. Masek. 2010. “An Enhanced Spatial and Temporal Adaptive Reflectance Fusion Model for Complex Heterogeneous Regions.” Remote Sensing of Environment 114 (15): 2610–2623. doi:10.1016/j.rse.2010.05.032.