The development of an operational procedure for burned-area mapping using object-based classification and ASTER imagery

International Journal of Remote Sensing

Volumn 31, Issue 4, 2010, Pages 1113-1120

  Polychronaki, Anastasia ^a   Gitas, Ioannis Z ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE CLASSIFICATION; MAPPING;

ADVANCED SPACEBORNE THERMAL EMISSION AND REFLECTION RADIOMETER; BURNED-AREA MAPPING; CENTRAL PORTUGAL; OBJECT BASED IMAGE ANALYSIS; OBJECT-BASED CLASSIFICATIONS; OPERATIONAL PROCEDURES; OPERATIONAL TOOLS; REGIONAL LEVELS;

DATA ACQUISITION;

ASTER; BURNING; IMAGE ANALYSIS; IMAGE CLASSIFICATION; MAPPING; SATELLITE IMAGERY;

DODECANESE; GREECE; PORTUGAL; RHODES; SOUTHERN AEGEAN;

EID: 77951131695     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160903334497     Document Type: Article

References (23)

1. BENZ, U.P., HOFMANN, P., WILLHAUCK, G., LINGENFELDER, I. and HEYNEN, M., 2004, Multiresolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information. ISPRS Journal of Photogrammetry and Remote Sensing, 58, pp. 239-258.
2. CHUVIECO, E. and CONGALTON, R.G., 1988, Using cluster analysis to improve the selection of training statistics in classifying remotely sensed data. Photogrammetric Engineering and Remote Sensing, 54, pp. 1275-1281.
3. CHUVIECO, E., VENTURA, G. and MARTÍN, M.P., 2005, AVHRR multitemporal compositing techniques for burned land mapping. International Journal of Remote Sensing, 26, pp. 1013-1018.
4. CSISZAR, I.A. and SCHROEDER, W., 2008, Short-term observations of the temporal development of active fires from consecutive same-day ETM+ and ASTER imagery in the Amazon: implications for active fire product validation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1, pp. 248-253.
5. DEFINIENS, 2007, Developer 7, Reference Book (Munich, Germany: Definiens AG).
6. FALKOWSKI, J.M., GESSLER, E.P., MORGAN, P., HUDAK, T.A. and SMITH, S.M.A., 2005, Characterizing and mapping forest fires fuels using ASTER imagery and gradient modeling. Forest Ecology and Management, 217, pp. 129-146.
7. FERNANDEZ, A., PILAR, I. and CASANOVA, J.L., 1997, Automatic mapping of surfaces affected by forest fires in Spain using AVHRR NDVI composite image data. Remote Sensing of the Environment, 60, pp. 153-162.
8. GIGLIO, L., CSISZAR, A.R., MORISETTE, J.T., SCHROEDER, W., MORTON, M. and JUSTICE, J.O., 2008, Active fire detection and characterization with the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER). Remote Sensing of Environment, 112, pp. 3053-3063.
9. GITAS, I.Z., POLYCHRONAKI, A., KATAGIS, T. and MALLINIS, G., 2008, Contribution of remote sensing to disaster management activities: a case study of the large fires in the Peloponnese, Greece. International Journal of Remote Sensing, 29, pp. 1847-1853.
10. GITAS, I.Z., MITRI, H.G. and VENTURA, G., 2004, Object-oriented image classification for burned area mapping of Creus Cape, Spain, using NOAA-AVHRR imagery. Remote Sensing of Environment, 92, pp. 409-413.
11. HEISKANEN, J., 2006, Estimating aboveground tree biomass and leaf area index in a mountain birch forest using satellite data. International Journal of Remote Sensing, 27, pp. 1135-1158.
12. KOUTSIAS, N. and KARTERIS, M., 1998, Logistic regression modelling of multitemporal Thematic Mapper data for burned area mapping. International Journal of Remote Sensing, 19, pp. 3499-3514.
13. LOBODA, T., O'NEAL, K.J. and CSISZAR, I., 2007, Regionally adaptable dNBR-based algorithm for burned area mapping from MODIS data. Remote Sensing of Environment, 109, pp. 429-442.
14. MITRI, G.H. and GITAS, I.Z., 2004, A semi-automated object-oriented model for burned area mapping in the Mediterranean region using Landsat-TM imagery. International Journal of Wildland Fires, 12, pp. 1-10.
15. MUUKKONEN, P. and HEISKANEN, J., 2005, Estimating biomass for boreal forests using ASTER satellite data combined with standwise forest inventory data. Remote Sensing of Environment, 99, pp. 434-447.
16. PATTERSON, M.W. and YOOL, S.R., 1998, Mapping fire-induced vegetation mortality using Landsat Thematic Mapper data: a comparison of linear transformation techniques. Remote Sensing of Environment, 65, pp. 132-142.
17. POLYCHRONAKI, A., 2005, The development of an object-oriented classification model for burned area mapping using ASTER imagery. MSc thesis, Mediterranean Agronomic Institute of Chania, Chania, Greece.
18. ROWAN, C.Z., MARS, C.J. and SIMPSON, J.C., 2005, Lithologic mapping of the Mordor, NT, Australia ultramafic complex by using the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER). Remote Sensing of Environment, 99, pp. 105-126.
19. SAN, B.T. and SÜZEN, M.L., 2005, Digital elevation model (DEM) generation and accuracy assessment from ASTER stereo data. International Journal of Remote Sensing, 26, pp. 5013-5027.
20. SILJESTRÖM, P. and MORENO, A., 1995, Monitoring burnt areas by principal components analysis of multi-temporal TM data. International Journal of Remote Sensing, 16, pp. 1577-1587.
21. TRUNK, L. and BERNARD, A., 2008, Investigating crater lake warming using ASTER thermal imagery: case studies at Ruapehu, Poás, Kawah Ijen, and Copahués volcanoes. Journal of Volcanology and Geothermal Research, 178, pp. 259-270.
22. WULDER, M.A., WHITE, J.C., GOWARD, S.N., MASEK, J.G., IRONS, J.R., HEROLD, M., COHEN, W.B., LOVELAND, T.R. and WOODCOCK, C.E., 2008, Landsat continuity: issues and opportunities for land cover monitoring. Remote Sensing of Environment, 112, pp. 955-969.
23. YAMAGUCHI, Y., KAHLE, A.B., TSU, H., KAWAKAMI, T. and PNIEL, M., 1998, Overview of Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER). IEEE Transactions on Geoscience and Remote Sensing, 36, pp. 1062-1071.