Hypothesis-test-based landcover change detection using multi-temporal satellite images - A comparative study

Advances in Space Research

Volumn 41, Issue 11, 2008, Pages 1744-1754

  Teng, S P ^a   Chen, Y K ^b   Cheng, K S ^a   Lo, H C ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b MING CHUAN UNIVERSITY   (Taiwan)

Author keywords

Hypothesis test; Image differencing; Landuse landcover change detection; Remote sensing

Indexed keywords

CORRELATION METHODS; DECISION MAKING; REMOTE SENSING; SATELLITE IMAGERY; UNCERTAINTY ANALYSIS;

CHANGE DETECTION; DIGITAL NUMBERS; ENVIRONMENTAL MONITORING; IMAGE DIFFERENCING METHODS;

LAND USE;

EID: 42949176135     PISSN: 02731177     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asr.2007.06.064     Document Type: Article

References (25)

1. Anderson, J.R., Hardy, E.E., Roach, J.T., Witmer, R.E. A land use and land cover classification system for use with remote sensor data. Geological Survey Professional Paper No. 964, U.S. Government Printing Office, Washington, DC, 28p, 1976.
2. Brera, A.M., Shahrokhi, F. Application of Landsat data to monitor desert spreading in the Sahara region. 12th International Symposium on Remote Sensing of Environment, Ann. Arbor., Michigan, 1978.
3. P.S. Chavez Jr. An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data Remote Sensing of Environment 24 1988 459 479
4. K.S. Cheng T.C. Lei Reservoir trophic state evaluation using Landsat TM images J. Am. Water Res. Assoc. 37 5 2001 1321 1334
5. K.S. Cheng C. Wei S.C. Chang Locating landslides using multi-temporal satellite images Adv. Space Res. 33 2004 296 301
6. Chung, C.W. Landuse/landcover change detection using two-stage remote sensing image classification. Master thesis, Department of Bioenvironmental Systems Engineering, National Taiwan University, 108p, 2006.
7. Coiner, J.C. Using Landsat to monitor changes in vegetation cover induced by desertification processes. 14th International Symposium on Remote Sensing of Environment, Ann Arbor, Michigan, 1980.
8. Deer, P. Digital change detection techniques in remote sensing. Technical Report, DSTO-TR-0169, Department of Defence, Australia, 52p, 1995.
9. T. Fung E. LeDraw The determination of optimal threshold levels for change detection using various accuracy indices Photogram. Eng. Remote sensing 54 10 1988 1449 1454
10. J.R. Jensen D.L. Toll Detecting residential land use development at the urban fringe Photogram. Eng. Remote Sensing 48 1982 629 643
11. J.R. Jenson Urban/suburban landuse analysis J.R. Jenson Manual of Remote Sensing 1983 American Society of Photogrammetry 1571 1666
12. Liu, J. Creating a method for optimal threshold determination for change detection in an urban environment. M.S. thesis, Department of Geography, University of Utah, 1983.
13. R.S. Lunetta C.D. Elvidge Remote Sensing Change Detection 1999 Taylor & Francis Ltd. London p318
14. D.M. Muchoney B.N. Haack Change detection for monitoring forest defoliation Photogram. Eng. Remote Sensing 60 1994 1243 1251
15. R.F. Nelson Detecting forest canopy change due to insect activity using Landsat MSS Photogram. Eng. Remote Sensing 49 1983 1303 1314
16. A.A. Nielsen K. Conradsen J.J. Simpson Multivariate alteration detection (MAD) and MAF postprocessing in multispectral, bitemporal image data: new approaches to change detection studies Remote Sensing Environ. 64 1998 1 19
17. M.K. Ridd J.A. Liu comparison of four algorithms for change detection in an urban environment Remote Sensing Environ. 63 1998 95 100
18. A. Singh Change detection in the tropical forest environment of northeastern India using Landsat M.J. Eden J.T. Parry Remote Sensing and Tropical Land Management 1986 John Wiley & Sons Chichester 237 254
19. T.L. Sohl Change analysis in the United Arab Emirates: an investigation of techniques Photogram. Eng. Remote Sensing 65 1999 475 484
20. C. Song C.E. Woodcock K.C. Seto Classification and change detection using Landsat TM data: when and how to correct atmospheric effects Remote Sensing Environ. 75 2001 230 244
21. P.H. Swain V.C. Vanderbilt C.D. Jobusch A quantitative applications-oriented evaluation of Thematic Mapper design specifications IEEE Trans. Geosci. Remote Sensing GE-20 1982 370 377
22. J.R.G. Townshend C.O. Justice C. Gurney J. McManus The impact of misregistration on change detection IEEE Trans. Geosci. Remote Sensing 30 5 1992 1054 1060
23. J.E. Vogelmann Detection of forest change in the Green Mountains of Vermont using multispectral scanner data Int. J. Remote Sensing 9 1988 1187 1200
24. R.A. Weismiller S.J. Kristof D.K. Scholtz Change detection in coastal zone environments Photogram. Eng. Remote Sensing 43 1977 1533 1539
25. D. Yuan C. Elvidge NALC land cover change detection pilot study: Washington D.C. area experiment Remote Sensing of Environ. 66 1998 166 178