Object-based classification using SPOT-5 imagery for Moso bamboo forest mapping

International Journal of Remote Sensing

Volumn 35, Issue 3, 2014, Pages 1126-1142

  Han, Ning ^a   Du, Huaqiang ^a   Zhou, Guomo ^a   Sun, Xiaoyan ^a   Ge, Hongli ^a   Xu, Xiaojun ^a  

^a ZHEJIANG A F UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BAMBOO; ECOSYSTEMS; FEATURE EXTRACTION; FORESTRY; IMAGE CLASSIFICATION; IMAGE SEGMENTATION;

CLASSIFICATION RESULTS; CLASSIFICATION TREES; CONTEXTUAL INFORMATION; HIERARCHICAL NETWORK; MULTISCALE SEGMENTATION; NEAREST-NEIGHBOUR CLASSIFIER; OBJECT-BASED CLASSIFICATIONS; TEXTURAL PROPERTIES;

CLASSIFICATION (OF INFORMATION);

ACCURACY ASSESSMENT; BAMBOO; FOREST COVER; FOREST ECOSYSTEM; HIERARCHICAL SYSTEM; IMAGE CLASSIFICATION; MAPPING; SPOT;

BAMBOO; FORESTRY; IMAGE ANALYSIS;

PHYLLOSTACHYS PUBESCENS;

EID: 84893969046     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2013.875634     Document Type: Article

References (27)

1. Aguirre-Gutiérrez, J., A. C. Seijmonsbergen, and J. F. Duivenvoorden. 2012. "Optimizing Land Cover Classification Accuracy for Change Detection, a Combined Pixel-Based and Object-Based Approach in a Mountainous Area in Mexico." Applied Geography 34: 29-37.
2. Anselin, L. 1995. "Local Indicators of Spatial Association-LISA." Geographical Analysis 27: 93-115.
3. Baatz, M., and A. Schape. 2000. "Multiresolution Segmentation: An Optimization Approach for High Quality Multi-Scale Image Segmentation." In Angewandte Geographische Informationsverabeitung. XII. Beitragezum AGIT-Symp (Applied Geographic Information Processing), edited by T. Strobl, T. Blaschke, and G. Griesebner, 12-23. Karlsruhe: Wichmann Verlag.
4. Benz, U. C., P. Hofmann, G. Willhauck, I. Lingenfelder, and M. Heynen. 2004. "Multi-Resolution, Object-Oriented Fuzzy Analysis of Remote Sensing Data for GIS-Ready Information." ISPRS Journal of Photogrammetry and Remote Sensing 58: 239-258.
5. Breiman, L., J. H. Friedman, R. A. Olshen, and C. J. Stone. 1984. Classification and Regression Trees. Monterey, CA: Wadsworth and Brooks Publishing.
6. Burnett, C., and T. Blaschke. 2003. "A Multi-Scale Segmentation/Object Relationship Modelling Methodology for Landscape Analysis." Ecological Modelling 168: 233-249.
7. Chubey, M. S., S. E. Franklin, and M. A. Wulder. 2006. "Object-Based Analysis of Ikonos-2 Imagery for Extraction of Forest Inventory Parameters." Photogrammetric Engineering and Remote Sensing 72: 383-394.
8. Congalton, R. G. 1991. "A Review of Assessing the Accuracy of Classifications of Remotely Sensed Data." Remote Sensing of Environment 37: 35-46.
9. Definiens Imaging. 2012. eCognition Developer Software: 8.7.1. Reference Book. Raunheim: Trimble Germany GmbH.
10. Du, H., G. Zhou, W. Fan, H. Ge, X. Xu, Y. Shi, and W. Fan. 2010. "Spatial Heterogeneity and Carbon Contribution of Aboveground Biomass of Moso Bamboo by Using Geostatistical Theory." Plant Ecology 207: 131-139.
11. Du, H., G. Zhou, H. Ge, W. Fan, X. Xu, W. Fan, and Y. Shi. 2012. "Satellite-Based Carbon Stock Estimation for Bamboo Forest with a Non-Linear Partial Least Square Regression Technique." International Journal of Remote Sensing 33: 1917-1933.
12. Geladi, P., H. Isaksson, L. Lindqvist, S. Wold, and K. Esbensen. 1989. "Principal Component Analysis of Multivariate Images." Chemometrics and Intelligent Laboratory Systems 5: 209-220.
13. Getis, A., and J. K. Ord. 1992. "The Analysis of Spatial Association by Use of Distance Statistics." Geographical Analysis 24: 189-206.
14. Guo, Q., M. Kelly, P. Gong, and D. Liu. 2007. "An Object-Based Classification Approach in Mapping Tree Mortality Using High Spatial Resolution Imagery." GIScience & Remote Sensing 44: 24-47.
15. Han, N., H. Du, G. Zhou, X. Xu, R. Cui, and C. Gu. 2013. "Spatiotemporal Heterogeneity of Moso Bamboo Aboveground Carbon Storage with Landsat Thematic Mapper Images: A Case Study from Anji County, China." International Journal of Remote Sensing 34: 4917-4932.
16. Han, N., K. Wang, L. Yu, and X. Zhang. 2012. "Integration of Texture and Landscape Features into Object-Based Classification for Delineating Torreya Using IKONOS Imagery." International Journal of Remote Sensing 33: 2003-2033.
17. Hay, G. J., T. Blaschke, D. J. Marceau, and A. Bouchard. 2003. "A Comparison of Three Image-Object Methods for the Multiscale Analysis of Landscape Structure." ISPRS Journal of Photogrammetry and Remote Sensing 57: 327-345.
18. Hernando, A., L. A. Arroyo, J. Velázquez, and R. Tejera. 2012. "Objects-Based Image Analysis for Mapping Natura 2000 Habitats to Improve Forest Management." Photogrammetric Engineering and Remote Sensing 78: 991-999.
19. Johansen, K., N. C. Coops, S. E. Gergel, and Y. Stange. 2007. "Application of High Spatial Resolution Satellite Imagery for Riparian and Forest Ecosystem Classification." Remote Sensing of Environment 110: 29-44.
20. Koutsias, N., M. Karteris, and E. Chuvico. 2000. "The Use of Intensity-Hue-Saturation Transformation of Landsat-5 Thematic Mapper Data for Burned Land Mapping." Photogrammetric Engineering and Remote Sensing 66: 829-840.
21. Liu, D., and F. Xia. 2010. "Assessing Object-Based Classification: Advantages and Limitations." Remote Sensing Letters 1: 187-194.
22. Mallinis, G., N. Koutsias, M. Tsakiri-Strati, and M. Karteris. 2008. "Object-Based Classification Using Quickbird Imagery for Delineating Forest Vegetation Polygons in a Mediterranean Test Site." ISPRS Journal of Photogrammetry and Remote Sensing 63: 237-250.
23. MathSoft, Inc. 1999. S-PLUS 2000 software for windows. User's Guide. Data Analysis Products Division. Seattle, WA: MathSoft.
24. Tucker, C. J. 1979. "Red and Photographic Infrared Linear Combinations for Monitoring Vegetation." Remote Sensing of Environment 8: 127-150.
25. Zar, J. H. 1984. Biostatistical Analysis. Englewood Cliffs, NJ: Prentice Hall.
26. Zhou, W., G. Huang, A. Troy, and M. Cadenasso. 2009. "Object-Based Land Cover Classification of Shaded Areas in High Spatial Resolution Imagery of Urban Areas: A Comparison Study." Remote Sensing of Environment 113: 1769-1777.
27. Zhou, W., and A. Troy. 2008. "An Object-Oriented Approach for Analysing and Characterizing Urban Landscape at the Parcel Level." International Journal of Remote Sensing 29: 3119-3135.