Land cover in East Asia classified using terra MODIS and DMSP OLS products

International Journal of Remote Sensing

Volumn 28, Issue 2, 2007, Pages 221-248

  Matsuoka, M ^a   Hayasaka, T ^a   Fukushima, Y ^a   Honda, Y ^b  

^a RESEARCH INSTITUTE FOR HUMANITY AND NATURE   (Japan)

^b CHIBA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DECISION TREES; HYDROLOGY; MULTISPECTRAL SCANNERS; RIVERS; SATELLITE IMAGERY;

LAND COVER; LAND SURFACE REFLECTANCE; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER (MODIS); OPERATIONAL LINCESCAN SYSTEM (OLS);

REMOTE SENSING;

DIGITAL MAP; LAND COVER; LAND SURFACE; MODIS; SURFACE REFLECTANCE; VISUAL ANALYSIS;

ASIA; EURASIA; FAR EAST;

EID: 34250815263     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160600675911     Document Type: Article

References (43)

1. Boles, S. H., Xiao, X., Liu, J., Zhang, Q., Munkhtuya, S., Chen, S. and Ojima, D. (2004) Land cover characterization of Temperate East Asia using multi-temporal VEGETATION sensor data. Remote Sensing of Environment, 90, pp. 477-489.
2. Champeaux, J. L., Arcos, D., Bazile, E., Giard, D., Goutorbe, J. P., Habets, F., Noilhan, J. and Roujean, J. L. (2000) AVHRR-derived vegetation mapping over Western Europe for use in numerical weather prediction models. International Journal of Remote Sensing, 21, pp. 1183-1199.
3. Chase, T. N., Pielke, R. A., Kittel, T. G. F., Nemani, R. R. and Running, S. W. (2000) Simulated impacts of historical land cover changes on global climate in northern winter. Climate Dynamics, 16, pp. 93-105.
4. Cihlar, J. (2000) Land cover mapping of large areas from satellites: status and research priorities. International Journal of Remote Sensing, 21, pp. 1093-1114.
5. Congalton, R. G. (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37, pp. 35-46.
6. Congalton, R. G., Oderwald, R. D. and Mead, R. (1983) Assessing Landsat classification accuracy using discrete multivariate analysis statistical techniques. Photogrammetric Engineering and Remote Sensing, 49, pp. 1671-1678.
7. DeFries, R. S., Hansen, M., Townshend, J. R. G. and Sohlberg, R. (1998) Global land cover classification at 8-km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers. International Journal of Remote Sensing, 19, pp. 3141-3168.
8. Droogers, P. and Kite, G. (2002) Remotely sensed data used for modeling at different hydrological scales. Hydrological Processes, 16, pp. 1543-1556.
9. Foody, G. M. (2002) Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80, pp. 185-201.
10. Friedl, M. A. and Brodley, C. E. (1997) Decision tree classification of land cover from remotely sensed data. Remote Sensing of Environment, 61, pp. 399-409.
11. Friedl, M. A., McIver, D. K., Hodges, J. C. F., Zhang, X. Y., Muchoney, D., Strahler, A. H., Woodcock, C. E., Gopal, S., Schneider, A., Cooper, A., Baccini, A., Gao, F. and Schaaf, C. (2002) Global land cover mapping from MODIS: Algorithms and early results. Remote Sensing of Environment, 83, pp. 287-302.
12. Frolking, S., Xiao, X., Zhuang, Y., Salas, W. and Li, C. (1999) Agricultural land-use in China: A comparison of area estimates from ground-based census and satellite-borne remote sensing. Global Ecology and Biogeography, 8, pp. 407-416.
13. Frolking, S., Qiu, J., Boles, S., Xiao, X., Liu, J., Zhuang, Y., Li, C. and Qin, X. (2002) Combining remote sensing and ground census data to develop new maps of the distribution of rice agriculture in China. Global Biogeochemical Cycles, 16, pp. 1091-1100.
14. Giri, C., Zhu, Z. and Reed, B. (2005) A comparative analysis of the Global Land Cover 2000 and MODIS land cover data sets. Remote Sensing of Environment, 94, pp. 123-132.
15. Gregorio, A. D. and Jansen, L. J. M. (2000) Land Cover Classification System: Classification concepts and user manual
16. Hall, D. K., Riggs, G. A., Salomonson, V. V., DiGirolamo, N. E. and Bayr, K. J. (2002) MODIS snow-cover products. Remote Sensing of Environment, 83, pp. 181-194.
17. Han, K. S., DeFries, R. S., Townshend, J. R. G. and Sohlberg, R. (2004) A land cover classification product over France at 1 km resolution using SPOT4/VEGETATION data. Remote Sensing of Environment, 92, pp. 52-66.
18. Hansen, M. C. and Reed, B. (2000) A comparison of the IGBP DISCover and University of Maryland 1-km global land cover products. International Journal of Remote Sensing, 21, pp. 1365-1373.
19. Hansen, M. C., DeFries, R. S., Townshend, J. R. G. and Sohlberg, R. (2000) Global land cover classification at 1 km spatial resolution using a classification tree approach. International Journal of Remote Sensing, 21, pp. 1331-1364.
20. Imhoff, M. L., Lawrence, W. T., Stutzer, D. C. and Elvidge, C. D. (1997) A technique for using composite DMSP/OLS 'city lights' satellite data to map urban area. Remote Sensing of Environment, 61, pp. 361-370.
21. Inoue, Y. and Olioso, A. (2004) Synergistic linkage between remote sensing and biophysical models for estimating plant ecophysiological and ecosystem processes. Journal of Remote Sensing Society of Japan, 24, pp. 1-17.
22. Justice, C. O., Vermote, E., Townshend, J. P. G., DeFries, D., Roy, D. P., Hall, D. K., Salomonsen, V. V., Privette, J. L., Riggs, G., Strahler, A., Lucht, W., Myneni, R. B., Knyazikhin, Y., Running, S. W., Nemani, R. R., Wan, Z., Huete, A. R., Leeuwen, W. V., Wolfe, R. E., Giglio, L., Muller, J. P., Lewis, P. and Barnsley, M. J. (1998) The Moderate Resolution Imaging Spectroradiometer (MODIS): Land remote sensing for global change research. IEEE Transactions on Geoscience and Remote Sensing, 36, pp. 1228-1249.
23. Justice, C. O., Townshend, J. R. G., Vermote, E. F., Masuoka, E., Wolfe, R. E., Saleous, N., Roy, D. P. and Morisette, J. T. (2002) An overview of MODIS land data processing and product status. Remote Sensing of Environment, 83, pp. 3-15.
24. Kimball, J. S., Running, S. W. and Saatchi, S. S. (1999) Sensitivity of boreal forest regional water flux and net primary production simulations to sub-grid-scale land cover complexity. Journal of Geophysical Research, 104, pp. 27 789-27 801.
25. Latifovic, R., Zhu, Z. L., Cihlar, J., Giri, C. and Olthof, I. (2004) Land cover mapping of North and Central America-Global Land Cover 2000. Remote Sensing of Environment, 89, pp. 116-127.
26. Liu, J., Chen, J. M., Cihlar, J. and Chen, W. (2002) Net primary productivity mapped for Canada at 1-km resolution. Global Ecology and Biogeography, 11, pp. 115-129.
27. Liu, J. Y., Zhuang, D. F., Luo, D. and Xiao, X. (2003) Land-cover classification of China: Integrated analysis of AVHRR imagery and geophysical data. International Journal of Remote Sensing, 24, pp. 2485-2500.
28. Lotsch, A., Tian, Y., Friedl, M. A. and Myneni, R. B. (2003) Land cover mapping in support of LAI and FPAR retrievals from EOS-MODIS and MISR: classification methods and sensitivities to errors. International Journal of Remote Sensing, 24, p. L 1997.
29. Loveland, T. R. and Belward, A. S. (1997) The IGBP-DIS global 1-km land cover data set, DISCover: First results. International Journal of Remote Sensing, 18, pp. 3289-3295.
30. Loveland, T. R., Reed, B. C., Brown, J. F., Ohlen, D. O., Zhu, J., Yang, L. and Merchant, J. W. (2000) Development of a global land cover characteristics database and IGBP DISCover from 1-km AVHRR Data. International Journal of Remote Sensing, 21, pp. 1303-1330.
31. Ma, X. and Fukushima, Y. (2002) A numerical model of the river freezing processes and its application to the Lena River. Hydrological Processes, 16, pp. 2131-2140.
32. Ma, X., Hiyama, T., Fukushima, Y. and Hashimoto, T. (1998) A numerical model of the heat transfer for permafrost regions. Journal of Japan Society of Hydrology and Water Resources, 11, pp. 346-359.
33. Ma, X., Fukushima, Y., Hiyama, T., Hashimoto, T. and Ohata, T. (2000) A macro-scale hydrological analysis of the Lena River basin. Hydrological Processes, 14, pp. 639-651.
34. Pal, M. and Mather, P. M. (2003) An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sensing of Environment, 86, pp. 554-565.
35. Pan, Y., Li, X., Gong, P., He, C., Shi, P. and Pu, R. (2003) An integrative classification of vegetation in China based on NOAA AVHRR and vegetation-climate indices of the Holdridge life zone. International Journal of Remote Sensing, 24, pp. 1009-1027.
36. Running, S. W., Loveland, T. R., Pierce, L. L., Nemani, R. R. and Hunt Jr, E. R. (1995) A remote sensing based vegetation classification logic for global land cover analysis. Remote Sensing of Environment, 51, pp. 39-48.
37. Salomonson, V. V., Barnes, W. L., Maymon, P. W., Montgomery, H. E. and Ostraw, H. (1989) MODIS: Advanced facility instrument for studies of the Earth as a system. IEEE Transactions on Geoscience and Remote Sensing, 27, pp. 145-153.
38. Sandholt, I., Andersen, J., Dybkjaer, G., Lo, M., Rasmussen, K., Refsgaard, J. C. and Hogh-Jensen, K. (1999) Use of remote sensing data in distributed hydrological models; application in the Senegal River basin. Danish Journal of Geography, 99, pp. 47-57.
39. Wen, C. G. and Tateishi, R. (2001) 30-second degree grid land cover classification of Asia. International Journal of Remote Sensing, 22, pp. 3845-3854.
40. Xiao, X., Boles, S., Liu, J., Zhuang, D., Frolking, S., Li, C., Sales, W. and Moore, B. (2005) Mapping paddy rice agriculture in southern China using multi-temporal MODIS images. Remote Sensing of Environment, 95, pp. 480-492.
41. Xiao, X., Boles, S., Frolking, S., Liu, C., Babu, J. Y., Sales, W. and Moore, B. (2006) Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images. Remote Sensing of Environment, 100, pp. 95-113.
42. Yang, D. and Musiake, K. (2003) A continental-scale hydrological model using the distributed approach and its application to Asia. Hydrological Processes, 17, pp. 2855-2869.
43. Zhao, J., Sun, Y., Bai, G., Wu, G. and Shao, G. (2003) Certainties and uncertainties of land cover statistics in China. Journal of Environmental Sciences, 15, pp. 520-524.