Sloping farmland identification using hierarchical classification in the Xi-He region of China

International Journal of Remote Sensing

Volumn 34, Issue 2, 2013, Pages 545-562

  Li, Y ^a,b   Gong, Jianhua ^a,b   Wang, Dongchuan ^c   An, Leping ^d   Li, Rong ^a  

^a INSTITUTE OF REMOTE SENSING APPLICATIONS   (China)

^b Zhejiang CAS Application Centre for Geoinformatics   (China)

^c TIANJIN INSTITUTE OF URBAN CONSTRUCTION   (China)

^d YRCC   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CROPS; ENVIRONMENTAL MANAGEMENT; EROSION; FARMS; GABOR FILTERS; LAND USE; LANDFORMS; REMOTE SENSING; SATELLITE IMAGERY; SEDIMENTS; SPECTROSCOPY; SURVEYS;

BAYESIAN CLASSIFICATION; CLASSIFICATION ACCURACY ASSESSMENTS; CO-OCCURRENCE-MATRIX; DENSITY DISTRIBUTIONS; ECOLOGICAL ENGINEERING; HIERARCHICAL CLASSIFICATION; HIGH RESOLUTION IMAGE; MULTISPECTRAL IMAGES;

CLASSIFICATION (OF INFORMATION);

ACCURACY ASSESSMENT; AGRICULTURAL LAND; BAYESIAN ANALYSIS; DATA INTERPRETATION; GIS; IDENTIFICATION METHOD; IMAGE CLASSIFICATION; IMAGE RESOLUTION; MULTISPECTRAL IMAGE; REMOTE SENSING; SLOPE; SOIL EROSION; THEMATIC MAPPING;

CHINA; LOESS PLATEAU;

EID: 84866437212     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2012.715772     Document Type: Article

References (29)

1. Arzandeh, S and Wang, J. F. 2003. Monitoring the Change of Phragmites Distribution Using Satellite Data. Canadian Journal of Remote Sensing, 29: 24-35.
2. Bennett, M. 2008. China's Sloping Land Conversion Program: Institutional Innovation or Business as Usual?. Ecological Economics, 65: 699-711.
3. Chen, C. C and Chen, C. C. 1999. Filtering Methods for Texture Discrimination. Patterns Recgnition Letters, 20: 783-90.
4. Dekker, R. J. 2003. Texture Analysis and Classification of ERS SAR Images for Map Updating of Urban Areas in the Netherlands. IEEE Transactions on Geoscience and Remote Sensing, 41: 1950-8.
5. Franklin, S. E., Wulder, M. A. and Gerylo, G. R. 2001. Texture Analysis of IKONOS Panchromatic Data for Douglas-Fir Forest Age Class Separability in British Columbia. International Journal of Remote Sensing, 22: 2627-32.
6. Fu, B. J., Wang, J., Chen, L. D. and Qiu, Y. 2003. The Effect of Land Use on Soil Moisture Variation in the Danangou Catchment, the Loess Plateau of China. Catena, 54: 197-214.
7. Gong, J. H., Wang, D. C., Li, Y., Zhang, L. H., Yue, Y. J., Zhou, J. P. and Song, Y. Q. 2010. Earthquake-Induced Geological Hazards Detection under Hierarchical Stripping Classification Framework in Beichuan Area. Landslide, 7: 181-9.
8. Gong, M. G., Jiao, L. C., Bo, L. F., Wang, L. and Zhang, X. R. 2008. Image Texture Classification Using a Manifold-Distance-Based Evolutionary Clustering Method. Optical Engineering, 47: 077201
9. Han, J. and Ma, K. K. 2007. Rotation-Invariant and Scale-Invariant Gabor Features for Texture Image Retrieval. Image and Vision Computing, 25: 1474-81.
10. Huang, M., Gong, J., Shi, Z. and Zhang, L. 2009. River Bed Identification for Check-Dam Engineering Using SPOT-5 Image in the HongShiMao Watershed of the Loess Plateau, China. International Journal of Remote Sensing, 30: 1853-65.
11. Huete, A. R. 1988. A Soil-Adjusted Vegetation Index (SAVI). Remote Sensing Environment, 25: 295-309.
12. Laba, M., Blair, B., Downs, R., Monger, B., Philpot, W., Smith, S.Sullivan, P. 2010. Use of Textural Measurements to Map Invasive Wetland Plants in the Hudson River National Estuarine Research Reserve with IKONOS Satellite Imagery. Remote Sensing of Environment, 114: 876-86.
13. Li, D. K., Liu, A. L., Deng, F. D., Zhang, J. H. and Zhou, J. 2003. The Investigation of Sloping Cultivated Land on the Loess Plateau with 3s Technology. The International Society for Optical Engineering, 4890: 952-9.
14. Li, X., Li, B. and An, S. 2001. Sloping Farmland Investigation Method in Small Watershed Based on GIS. Bulletin of Soil and Water Conservation, 21: 37-40.
15. Liu, Y., Yang, Q. and Tang, G. 2004. Remote Sensing Classification Method of Slope Field in Loess Hilly and Gully Area of Northern Shaanxi Province. Bulletin of Soil and Water Conservation, 24: 51-4.
16. Ozdemir, I., Norton, D. A., Ozkan, U. Y., Mert, A. and Senturk, O. 2008. Estimation of Tree Size Diversity Using Object Oriented Texture Analysis and Aster Imagery. Sensors, 8: 4709-24.
17. Richardson, A. J. and Wiegand, C. L. 1977. Distinguishing Vegetation from Soil Background Information. Photogrammic Engineering and Remote Sensing, 43: 1541-52.
18. Rivero-Moreno, C. J. and Bres, S. 2003. "Conditions of Similarity between Hermite and Gabor Filters as Models of the Human Visual System". In Computer Analysis of Images and Patterns, Lectures Notes in Computer Science, Edited by: Petkov, N. and Westenberg, M. A. 762-9. Berlin Heidelberg: Springer-Verlag.
19. Schowengerdt, R. A., ed. 1997. Remote Sensing Models and Methods for Image Processing, 2nd, San Diego, CA: Academic Press.
20. Shi, Z., Wang, R. C., Huang, M. X. and Landgraf, D. 2002. Detection of Coastal Saline Land Uses with Multi-Temporal Landsat Images in Shangyu City, China. Environmental Management, 30: 142-50.
21. Sonka, M., Hlavac, V. and Boyle, R. 1999. Image Processing, Analysis and Machine Vision, 2nd, Pacific Grove, CA: PWS Publishing.
22. Tsaneva, M. G., Krezhova, D. D. and Yanev, T. K. 2010. Development and Testing of a Statistical Texture Model for Land Cover Classification of the Black Sea Region with MODIS Imagery. Advances in Space Research, 46: 872-8.
23. Tuceryan, M. and Jain, A. 1993. "Texture Analysis". In Handbook of Pattern Recognition and Computer Vision, Edited by: Chen, C., Pau, L. and Wang, P. 235-76. Singapore: World Scientific Publishing.
24. Yang, Z. 1999. Analysis on the Classification of Sloping Cultivated Land Its Basic Characteristics in the Northeast Mountain Region on Yunnan Province. Journal of Mountain Science, 17: 131-5.
25. Yao, S., Guo, Y. and Huo, X. 2010. An Empirical Analysis of the Effects of China's Land Conversion Program on Farmers' Income Growth and Labor Transfer. Environmental Management, 45: 502-12.
26. Yin, R and Yin, G. 2010. China's Primary Programs of Terrestrial Ecosystem Restoration: Initiation, Implementation, and Challenges. Environmental Management, 45: 429-41.
27. Yu, H., Liu, Z., Zhang, X. and Li, R. 2008. Extraction of Terraced Filed Texture Features Based on Fourier Transformation. Remote Sensing for Land and Resources, 2: 39-42.
28. Zhang, J. and Tan, T. 2002. Brief Review of Invariant Texture Analysis Methods. Pattern Recognition, 35: 735-47.
29. Zhang, Z. H., Prinet, V. and Ma, S. D. 2003. Water Body Extraction from Multi-Source Satellite Images, 3970-2. Toulouse, France: International Geosciences and Remote Sensing Symposium (IGARSS).