Seasonal change of land-use/land-cover (LULC) detection using modis data in rapid urbanization regions: A case study of the pearl river delta region (china)

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 6, Issue 4, 2013, Pages 1913-1920

  Hu, Jinrong ^a,b   Zhang, Yuanzhi ^a,b  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^b Shenzhen Research Institute ^*  (China)

Author keywords

Change detection; LULC classes; maximum likelihood; MODIS data; PRD

Indexed keywords

CHANGE DETECTION; LULC CLASSES; MAXIMUM LIKELIHOOD METHODS; MODIS DATA; PEARL RIVER DELTA REGION; POST CLASSIFICATION; PRD; TEMPORAL AND SPATIAL CHANGES;

MAXIMUM LIKELIHOOD; RADIOMETERS;

SIGNAL DETECTION;

LAND COVER; LAND USE CHANGE; MAXIMUM LIKELIHOOD ANALYSIS; MODIS; SPATIAL ANALYSIS; TEMPORAL ANALYSIS; URBAN AREA; URBANIZATION;

CHINA; GUANGDONG; ZHUJIANG DELTA;

EID: 84881058386     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2228469     Document Type: Article

References (29)

1. F. Fan, Q. Weng, and Y. Wang, "Land use and land cover change in Guangzhou, China, from 1998 to 2003, based on Landsat TM/ETM+ imagery," Sensor, vol. 7, pp. 1323-1342, 2007.
2. B. L. Turner, II, D. Skole, S. Sanderson, G. Fischer, L. Fresco, and R. Leemans, Land-Use and Land-Cover Change Science/Research Plan, IGBP Report No. 35, 1995
3. E. R. William, B. M. William, and B. L. Turner, II, "Modeling land use and land cover as part of global environmental change," Climatic Change, vol. 28, pp. 45-64, 1994.
4. P. Kempeneers, F. Sedano, P. Strobl, D. O. McInerney, and J. San- Miguel-Ayanz, "Increasing robustness of postclassification change detection using time series of land cover maps," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 9, pp. 3327-3339, 2012.
5. T.M. Lillesand and R.W. Kiefer, Remote Sensing and Image Interpretation, 4th ed. New York, NY, USA: Wiley, 2000.
6. P. Coppin, I. Jonckheere, K. Nackaerts, B.Muys, andE. Lambin, "Digital change detection methods in ecosystem monitoring: A review," Int. J. Remote Sens., vol. 25, no. 9, pp. 1565-1596, 2004. (Pubitemid 38516797)
7. A. M. Dewan and Y. Yamaguchi, "Land use and land cover change in Greater Dhaka, Bangladesh: Using remote sensing to promote sustainable urbanization," Appl. Geogr., vol. 29, no. 3, pp. 390-401, 2009.
8. D. Lu, P. Mausel, E. Brondiozio, and E. Moran, "Change detection techniques," Int. J. Remote Sens., vol. 25, no. 12, pp. 2365-2407, 2004. (Pubitemid 38973496)
9. A. Singh, "Digital change detection techniques using remotely sensed data," Int. J. Remote Sens., vol. 10, pp. 989-1003, 1989.
10. F. Yuan, K. E. Sawaya, B. C. Loeffelholz, and M. E. Bauer, "Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area bymulti-temporal Landsat remote sensing," Remote Sens. Environ., vol. 98, no. 2-3, pp. 317-328, 2005. (Pubitemid 41398139)
11. J. M. B. Carreiras, J. M. C. Pereira, M. L. Campagnolo, and Y. E. Shimabukuro, "Assessing the extent of agriculture/pasture and secondary succession forest in the Brazilian Legal Amazon using SPOT VEGETATION data," Remote Sens. Environ., vol. 101, no. 3, pp. 283-298, 2006.
12. R. M. Lucas, M. Honzak, P. J. Curran, G. M. Foody, R. Milne, and T. Brown, "Mapping the regional extent of tropical forest regeneration stages in the Brazilian Legal Amazon using NOAA AVHRR data," Int. J. Remote Sens., vol. 21, no. 15, pp. 2855-2881, 2000.
13. J. R. G. Townshend and C. O. Justice, "Spatial variability of images and the monitoring of changes in the normalized difference vegetation index," Int. J. Remote Sens., vol. 16, no. 12, pp. 2187-2195, 1995. (Pubitemid 26439791)
14. R. H. Fraser, A. Abuelgasim, and R. Latifovic, "A method for detecting large-scale forest cover change using coarse spatial resolution imagery," Remote Sens. Environ., vol. 95, no. 4, pp. 414-427, 2005. (Pubitemid 40466312)
15. J. Hartter, C. Lucas, A. E. Gaughan, and L. L. Aranda, "Detecting tropical dry forest succession in a shifting cultivationmosaic of the Yucatán Peninsula, Mexico," Appl. Geogr., vol. 28, no. 2, pp. 134-149, 2008. (Pubitemid 351242551)
16. Y. Bayarjargal, A. Karnieli, M. Bayasgalan, S. Khudulmur, C. Gandush, and C. J. Tucker, "A comparative study of NOAA-AVHRR derived drought indices using change vector analysis," Remote Sens. Environ., vol. 105, no. 1, pp. 9-22, 2006. (Pubitemid 44585023)
17. S. Bontemps, P. Bogaert, N. Titeux, and P.Defourny, "An object-based change detection method accounting for temporal dependences in time series with medium to coarse spatial resolution," Remote Sens. Environ., vol. 112, no. 6, pp. 3181-3191, 2008. (Pubitemid 351707395)
18. B. Desclee, P. Bogaert, and P. Defourny, "Forest change detection by statistical object-based method," Remote Sens. Environ., vol. 102, no. 1-2, pp. 1-11, 2006.
19. J. F. Mas, "Monitoring land-cover changes: A comparison of change detection techniques," Int. J. Remote Sens., vol. 20, pp. 139-152, 1999.
20. D. R. Li, "Change detection from remote sensing images," Geometrics and Information Science of Wuhan University, vol. 28, pp. 7-12, 2003.
21. X. Y. Chen, A. G. Yeh, and Z. X. Qi, "Short-interval land use change detection," (in Chinese) J. Natural Resources, vol. 26, no. 1, pp. 156-164, 2011.
22. X. Deng, X. Tie, D. Wu, X. Zhou, X. Bi, H. Tan, F. Li, and C. Jiang, "Long-term trend of visibility and its characterizations in the Pearl River Delta (PRD) region, China," Atmospheric Environment, vol. 42, no. 7, pp. 1424-1435, 2008.
23. J. Zhang, "Thermal Environment Detection in the Pearl River Delta Area by Remote Sensing and Analysis of its Spatial and Temporal Evolutions," (in Chinese) Ph.D. dissertation, Guangzhou Inst. Geochemistry, Chinese Academy of Sciences, Guangzhou, China, 2006.
24. X. Jia and J. Richards, "Efficientmaximum likelihood classification for imaging spectrometer data sets," IEEE Trans. Geosci. Remote Sens., vol. 32, no. 2, pp. 274-281, 1994.
25. Z. Zeng, Computer Classification and Geoscience Applied Research of Satellite Remote Sensing Image. Beijing, China: Publishing House of Science, 2004, pp. 157-158.
26. J. R. Anderson, E. E. Hardt, J. T. Roach, and R. E. Witmer, "A land-use and land-cover classification system for use with remote sensor data," US Geological Survey, Washington, D.C., Professional Paper 964, 1976.
27. L. Wang, Y. Duan, and J. Zhou, "An analysis of spatio-temporal changes and spatial heterogeneity of vegetation coverage in Pearl River Delta," (in Chinese) J. JiaYing University (Natural Science), vol. 28, no. 2, 2010.
28. H. Li, Y. P. Wang, Y. Li, X. F. Wang, and L. Tao, "A spatial autocorrelation analysis of land use change in Pearl River Delta," (in Chinese) Ecol. Environ. Sci., vol. 20, no. 12, pp. 1879-1885, 2011.
29. X. F.Wang,Y. P.Wang, Y. Li, and H. Li, "Review on landscape pattern change of the Pearl River Delta based on 3S technology," (in Chinese) Ecol. Sci., no. 6, 2009.