Controlling data uncertainty via aggregation in remotely sensed data

IEEE Geoscience and Remote Sensing Letters

Volumn 1, Issue 2, 2004, Pages 39-41

  Carmel, Yohay ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Aggregation; Classification error; Error analysis; Misregistration

Indexed keywords

APPROXIMATION THEORY; COMPUTER SIMULATION; ERROR ANALYSIS; IMAGE QUALITY; MATHEMATICAL MODELS; PROBABILITY;

CLASSIFICATION ERRORS; IMAGE DEGRADATION; LOCATION ERRORS; MISREGISTRATION;

REMOTE SENSING;

EID: 2442540590     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2004.823453     Document Type: Article

References (11)

1. Y. Carmel and R. Kadmon, "Grazing, topography, and long-term vegetation changes in a Mediterranean ecosystem," Plant Ecol., vol. 145, pp. 239-250, 1999.
2. J. R. G. Townshend, C. O. Justice, C. Gurney, and J. McManus, "The impact of misregistration on change detection," IEEE Trans. Geosci. Remote Sensing, vol. 30, pp. 1054-1060, Sept. 1992.
3. X. L. Dai and S. Khorram, "The effects of image misregistration on the accuracy of remotely sensed change detection," IEEE Trans. Geosci. Remote Sensing, vol. 36, pp. 1566-1577, Sept. 1998.
4. A. J. J. Van Rompaey, G. Govers, and M. Baudet, "A strategy for controlling error of distributed environmental models by aggregation," Int. J. Geograph. Inform. Sci., vol. 13, pp. 577-590, 1999.
5. P. Fieguth, W. Karl, A. Willsky, and C. Wunsch, "Multiresolution optimal interpolation and statistical analysis of TOPEX/POSEIDON satellite altimetry," IEEE Trans. Geosci. Remote Sensing, vol. 33, pp. 280-292, Mar. 1995.
6. Y. Carmel, D. J. Dean, and C. H. Flather, "Combining location and classification error sources for estimating multi-temporal database accuracy," Photogramm. Eng. Remote Sens., vol. 67, pp. 865-872, 2001.
7. P. Fisher, "Improved modeling of elevation error with geostatistics," GeoInformatica, vol. 2, pp. 215-233, 1998.
8. D. A. Stow, "The role of GIS for landscape ecological studies," in Landscape Ecology and GIS, S. Cousins, Ed. London, U.K.: Taylor & Francis, 1993, pp. 11-22.
9. A. Cherrill and C. McClean, "An investigation of uncertainty in field habitat mapping and the implications for detecting land cover change," Landscape Ecol., vol. 10, pp. 5-21, 1995.
10. P. Kyriakidis and J. Dungan, "A geostatistical approach for mapping thematic classification accuracy and evaluating the impact of inaccurate spatial data on ecological model predictions," Environ. Ecol. Statist., vol. 8, pp. 311-330, 2001.
11. D. A. Stow, "Reducing the effects of misregistration on pixel-level change detection," Int. J. Remote Sens., vol. 20, pp. 2477-2483, 1999.