| PRESENTATIONS | TUTORIALS EXERCISES |
READINGS SPECTRAL LIBRARIES |
SATELLITE DATA GROUND DATA (for RS) |
GEOSPATIAL DATA (mostly not RS) |
OPERATIONAL APPLICATIONS |
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|
|
| doctorat2005_Basic1.pdf |
Introduction
|
| RS_Globaldata.pdf |
RS of
Biosphere at Global and Regional scales: systems and products
|
| Global_Classif_LC.pdf |
RS of Global LandCover |
| RS_Global_PP.pdf |
RS of Global Primary Productivity |
| RS_VIs_alobo.pdf |
Spectral Vegetation
Indexes |
| RSpca_alobo.pdf |
Principal Component
Analysis in Remote Sensing |
| RSclassif_alobo.pdf | Classification |
| RSclassif_alobo_2.pdf |
Discriminant Analysis and Classification: Worked examples |
| RShyper.pdf |
Hyperspectral RS |

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|
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| Exercise1 | Write a function for the Planck's Law and an script to plot it |
| Exercise2 | Simple raster image display with TNTlite |
| Exercise3 | Display and elementary image analysis with Matlab |
| Exercise4 | Write and apply a function to convert DN to TOA reflectance |
| Exercise5 | Time series of NDVI images and climatic fields |
| Exercise6 | Sensor relative spectral responses and reflectance spectra |
| Exercise7 | Crop development and Vegetation indices (data thanks to F. Baret) |
| Exercise8 | Calculate Vegetation indices for a Landsat ETM+ image |
| Exercise9 | Compare RS observations to goround measurementes of APAR |
| Exercise10 | Calculate ETM+ spectral responses for a set of library spectra |
| Exercise11 | |
| Exercise12 | Classification Get the program MultiSpec (11.11.05 PC NT/XP MultiSpec 32-bit version) And the exerciseMultispectral Data Analysis: A Moderate Dimension Example(Get the pdf and the 12-band data set (zip compressed, 1.6M)Thanks to David Landgrebe and Larry Biehl from the School of Electrical and Computer Engineering, ITaP and LARS at Purdue University |
| Exercise13 | Spectral Mixture Analysis |
| Exercise14 |
Analyzing Hyperspectral Images (TNTlite tutorial)pp.: 3-7, 11, 19-20, 22-29, 36-38 |
| Exercise15 | |
| IMAS | DATA and IMAGES for exercises |
| MODIS ASCII DATA | MODIS pixel values of land products for a 7-km x 7-km area centered on flux towers or field sites from around the world (ORNL server) |

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| Kerr, J.T. and Ostrovsky, M. 2003. From space to species: ecological applications for remote sensing, TRENDS in Ecology and Evolution Vol.18 No.6 |
| Recomended: Turner et la. 2003. Remote sensing for biodiversity science and conservation TRENDS in Ecology and Evolution Vol.18 No.6 |
| Zhou et
al., 2001 Variations in northern vegetation activity inferred from
satellite data of vegetation index during 1981 to 1999, J. Geophys.
Res., 106(D17):20069-20083. Discussion |
| Lucht et al., 2002. Climatic control of the high-latitude vegetation greening trend and Pinatubo effect. Science, 296:1687-1689 (May-31-2002). |
| Recomended: Nemani et al., 2003. Climate driven increases in global terrestrial net primary production from 1982 to 1999. Science. (June-06-2003). |
| Asner, G.P., J.A. Hicke, and D.B. Lobell. 2003. Per-pixel analysis of
forest structure: Vegetation indices, spectral mixture analysis and
canopy reflectance modeling. Pages 209-254 in M. Wulder and S.E.
Franklin (eds.), Methods and Applications for Remote Sensing of
Forests: Concepts and Case Studies. Kluwer Academic Publishers, New
York. |
| Preguntes_articles Zhou, Lucht i Nemani |
| CARTER, G. A. and KNAPPLEAF, A.K. 2001. OPTICAL PROPERTIES IN HIGHER PLANTS: LINKING SPECTRAL CHARACTERISTICS TO STRESS AND CHLOROPHYLL CONCENTRATION, American Journal of Botany 88(4): 677–684. |
| Ustin, S. et al. 2004. Using Imaging Spectroscopy to Study Ecosystem Processes and Properties, BioScience,54 No. 6. |
| Adams et al. 1994. Classification of Multispectral Images Based On Fractions of Endmembers: Application to Land-Cover Change in the Brazilian Amazon |
| More reading Atendiendo los impactos del cambio de uso de la tierra con los pagos por servicios de las cuencas hidrológicas. DeFries et al. 1999. Combining satellite data and biogeochemical models to estimate global effects of human-induced land cover change on carbon emissions and primary productivity |
| Useful documents: Bowker, D.E., R.E. Davis, D. L. Myrick, K. Stacy and W.T. Jones 1985. Spectral Reflectances of Natural Targets for Use in Remote Sensing Studies http://redgeomatica.rediris.es/CURSO_IDE/htmls/ayudasestudio/Como_escribir.html |
