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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Garcia-Millan, V.E. Sanchez-Azofeifa, G.A. Malvarez, G.C. More, G. Pons, X. Yamanaka, M. |
| Copyright Year | 2012 |
| Description | Author affiliation: Area of Physical Geography, Univ. Pablo de Olavide, Ctra. Utrera, kml, Sevilla, Spain (Garcia-Millan, V.E.; Malvarez, G.C.) || Centre for Earth Observation Sciences and Department of Earth & Atmospheric Sciences. University of Alberta, Canada (Sanchez-Azofeifa, G.A.; Yamanaka, M.) || Geography Department, B-Building Univ.Autònoma de Barcelona, Cerdanyola del Vallè, Spain (More, G.; Pons, X.) |
| Abstract | In the present paper, we evaluate the effect of cast shadows in the classification of three successional stages of tropical forest in Mexico using hyperspectral and multiangular Chris/Proba images. A simple algorithm based on the cosine of the angle of solar incidence on the terrain is applied to correct the effect of topography on Chris/Proba's reflectances. Previous to the correction of topographic effects, Chris/Proba images were atmospherically corrected in BEAM software. Vegetation maps of the study site were generated using non-parametric decision trees, defining four mam classes: late, intermediate and early stages of succession within a tropical dry forest, and riparian forests. By the comparison of resultant vegetation maps before and after the correction of topography in Chris/Proba's spectral data, we found that late stage of succession and riparian forests are overestimated in non-corrected images while intermediate and early stages of succession are underestimated. Errors in classification are more important in extreme Chris/Proba's angles of observation. Thus, the radiometric correction of topography is necessary for an accurate classification of succession in tropical dry forests. |
| Starting Page | 6232 |
| Ending Page | 6235 |
| File Size | 160854 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781467311601 |
| ISSN | 21536996 |
| e-ISBN | 9781467311595 |
| e-ISBN | 9781467311588 |
| DOI | 10.1109/IGARSS.2012.6352682 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-07-22 |
| Publisher Place | Germany |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Decision support systems tropical dry forest Multiangular radiometry spectrometer succession |
| Content Type | Text |
| Resource Type | Article |
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