A study on assessment of urbanization and ecosystem changes based on MODIS time series in Shanghai municipality from 2000 to 2009

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7809, Issue , 2010, Pages

  Li, Zhi Hua ^a,b   Gao, Wei ^a,b,c   Gao, Zhi Qiang ^d   Shi, Run He ^a,b   Liu, Chao Shun ^a,b  

^a East China Normal University   (China)

^b EAST CHINA NORMAL UNIVERSITY   (China)

^c Department of Ecosystem Science and Sustainability   (United States)

^d INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

Author keywords

Annual NDVI time series; BISE; FVC; IGBP; Land cover dynamic degree; Minimum distance classifier; Regions of interest (ROI); Urbanization area index (UAI)

Indexed keywords

AREA INDEX; BISE; FVC; IGBP; LAND COVER; MINIMUM DISTANCE CLASSIFIERS; NDVI TIME SERIES; REGIONS OF INTEREST;

CLASSIFIERS; ECONOMICS; ENVIRONMENTAL MANAGEMENT; LANDFORMS; REMOTE SENSING; SUSTAINABLE DEVELOPMENT; TIME SERIES; VEGETATION;

ECOSYSTEMS;

EID: 77957986290     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.858605     Document Type: Conference Paper

References (35)

1. Wardlow, B.D., Egbert, S.L. & Kastens, J.H. "Analysis of time-series MODIS 250 m vegetation index data for crop classification in the U.S. Central Great Plains". Remote Sensing of Environment. 108: 290-310 (2007).
2. Huete, A., Justice, C. & Leeuwen, W.v. "MODIS VEGETATION INDEX(MOD 13) ALGORITHM THEORETICAL BASISDOCUMENT". http://modis-land.gsfc. nasa.gov/(1999).
3. Jiang, Z., R.Huete, A., Chen, J., Chen, Y., Li, J., Yan, G. & Xiaoyu, Z. "Analysis of NDVI and scaled difference vegetation index retrievals of vegetation fraction". Remote Sensing of Environment. 101: 366-378 (2006).
4. Wardlow, B.D. & Egbert, S.L. "Large-area crop mapping using time-series MODIS 250 m NDVI data:An assessment for the U.S. Central Great Plains". Remote Sensing of Environment. 112: 1096-1116 (2008).
5. Xu, Y., Liu, Y., Wei, M. & Lu, J. "Land Cover Classification of the Yangtze River Delta Using MODIS Data". ACTA GEOGRAPHICA SINICA. 62 (6) (2007).
6. Han, K.-S., Champeaux, J.-L. & Roujean, J.-L. "A land cover classification product over France at 1 km resolution using SPOT4/VEGETATION data". Remote Sensing of Environment 92: 52-66 (2004).
7. Wang, C., Luo, C., Qi, S. & Niu, Z. "A Method of Land Cover Classification for China Based on NDVI-Ts Space". JOURNAL OF REMOTE SENSING. 9 (1) (2005).
8. Zhang, P.-s., Wu, W., Liu, H.-b. & Guan, H.-l. "Classification of NDVI and EVI Based on Modis Images". Journal of Southwest China Normal University (Natural Science). 32 (2) (2007).
9. Carvalho, d., Guimaraes, O.A., Gomes, R.F., Carvalho, R.A.T.d. & Silva, A.P.F.d. "Normalization of Multi- Temporal Images Using a New Change Detection Method Based on the Spectral Classifier". IEEE Transactions on Geoscience and Remote Sensing. 4: 771-774 (2006).
10. Solberg, A.H.S., Taxt, T. & Jain, A.K. "A Marlkov Random Field Model for Classification of Multisource Satellite Imagery". IEEE Transactions on Geoscience and Remote Sensing. 34 (1): 100-113 (1996).
11. Melgani, F. & Serpico, S.B. "A Markov Random Field Approach to Spatio-Temporal Contextual Image Classification". IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 41 (11) (2003).
12. Yang, X.-h., Zhang, X.-p. & Jiang, D. "Extraction of Multi-Crop Planting Areas from MODIS Data". RESOURCES SCIENCE. 26 (6) (2004).
13. Bayaer, Aodenggaowa, Shen, Y.-J., Zhu, L., Ryutaro, T. & Wang, Y.-M. "SPOT/VEGETATION NDVI IMAGE'S LARGE SCALE NEURAL NETWORKS CLASSIFICATION SUPPORTED BY GIS ". Infrared Millim. Waves. 24 (6) (2005).
14. Lu, L. & Guo, H. "Extraction method of winter wheat phenology from time series of SPOT/VEGETATION data". Transactions of the CSAE 25 (8) (2009).
15. Zhang, X., Sun, R., Zhang, B. & Tong, Q. "Land cover classification of the North China Plain using MODIS EVI time series". ISPRS Journal of Photogrammetry & Remote Sensing. 63: 476-484 (2008).
16. Peng, G., Deng, L., Cui, W., Ming, T. & Shen, W. "Remote Sensing Monitoring of Tobacco Field Based on Phenological Characteristics and Time Series Image-A Case Study of Chengjiang County, Yunnan Province, China". Chinese Geographic Science. 19 (2): 186-193 (2009).
17. BI, X. & GE, J. "Evaluating Ecosystem Service Valuation in China Based on the IGBP Land Cover Datasets". JOURNAL OF MOUNTAIN SCIENCE. 22 (1): 48∼53 (2004).
18. TIAN, J., YAN, Y. & CHEN, S.-b. "THE ADVANCES IN THE APPLICATION OF THE REMOTE SENSING TECHNIQUE TO THE ESTIMATION OF VEGETATION FRACTIONAL COVER". REMOTE SENSING FOR LAND & RESOURCES. No. 1, 2004 (1) (2004).
19. Chen, G.-s. & Tian, H.-q. "Land use/cover change effects on carbon cycling in terrestrial ecosystems". Journal of Plant Ecology. 31 (2): 189∼204 (2007).
20. CHEN, J., CHEN, Y.-h., HE, C.-y. & SHI, P.-j. "Sub-pixel Model for Vegetation Fraction Estimation based on Land Cover Classification". JOURNAL OF REMOTE SENSING. 5 (6) (2001).
21. Pu, Y.-x., Ma, R.-h., Ma, X.-d. & Gu, C.-l. "Spatio-temporal dynamics of city-size distribution in Yangtze River Delta". GEOGRAPHICAL RESEARCH. 28 (1) (2009).
22. Duan, X.-j., Yu, X.-g. & Liu, X. "ANALYSIS ON THE CHARACTER OF REGIONAL DEVELOPMENT OF 30 YEARS IN THE YANGTZE RIVER DELTA". ECONOMIC GEOGRAPHY. 29 (2): 0185-08 (2009).
23. Zhao, R., Dai, J.-f., Li, Y. & Zhao, H. "THE REMOTE SENSING INTERPRETATION OF TOWNS EXPANDING AND DEVELOPMENT AREAS SETTING UP IN YANGTZE RIVER DELTA". Resources and Environment in the Yangtze Valley. 3 (4) (1994).
24. Stefanov, W.L., Ramsey, M.S. & Christensen, P.R. "Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers". Remote Sensing of Environment. 77: 173∼185 (2001).
25. Stefanov, W.L. & Netzband, M. "Assessment of ASTER land cover and MODIS NDVI data at multiple scales for ecological characterization of an arid urban center". Remote Sensing of Environment. 99: 31-43 (2005).
26. Fan, J.-l. & Wu, B.-f. "A Methodology for Retrieving Cropping Index from NDVI Profile". JOURNAL OF REMOTE SENSING. 8 (6) (2004).
27. Zhang, J., Liu, Z. & Sun, X. "Changing landscape in the Three Gorges Reservoir Area of Yangtze River from 1977 to 2005: Land use/land cover, vegetation cover changes estimated using multi-source satellite data". International Journal of Applied Earth Observation and Geoinformation. 11 (6): 403-412 (2009).
28. Viovy, N., Arino, O. & Belward, A.S. "The best index slope extraction (BISE): a method for reducing noise in NVDI time series". International Journal of Remote Sensing. 13: 1585-1590 (1992).
29. Li, X.-H., Shi, Q.-D., Chang, S.-L., Guo, J., Bayindala & Qi, J.-G. "Change of NDVI Based on NOAA Image in Northwest Arid Area of China in 1981-2001". ARID LAND GEOGRAPHY. 31 (6) (2008).
30. Stefanov W. L., R.M.S., Christensen P. R. "Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers". Remote Sensing of Environment: 77, 173-185 (2001).
31. Stuckens J. C., P. R., Bauer M. E. "Integrating contextual information with per-pixel classification for improved land cover classification". Remote Sensing of Environment: 71, 282-296 (2000).
32. Gutman, G. & Ignatov, A. "The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models". International Journal of Remote Sensing. 19 (8): 1533-1543 (1998).
33. Liu, J.-y. & Buheaosier. "A study on the spatial-temporal feature of modern landuse change in china: using remote sensing techniques". QUATERNARY SCIENCES. 20 (3) (2000).
34. Liu, J.-y., Zhang, Z.-x., Zhuang, D.-f., Wang, Y.-m., Zhou, W.-c., Zhang, S.-w., Li, R.-d., Jiang, N. & Wu, S.-x. "A study on the spatial-temporal dynamic changes of land-use and driving forces analyses of China in the 1990s". GEOGRAPHICAL RESEARCH. 22 (1) (2003).
35. Yang, G.-s. "Land Use and Land Cover Change and Regional Economic Develeopment:The Revelation of the Change in Cropland Area in the Yangtze River Delta during the Past 50 Years". ACTA GEOGRAPHICA SINICA. 59 (sup) (2004).