Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Emilio Chuvieco and Alfredo Huete Fundamentals of Satellite Remote Sensing – Chapter 9

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis RS and GIS 1. Managing of geographic information. 2. Relationships between the two techniques:  GIS contributions to RS.  RS contributions to GIS. 3. Procedures to link RS and GIS:  Updating vectors.  Exporting interval-scale variables.  Exporting classified data.

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Input Variables Analysis Spatial model Integrated approach of a Geographic Information System

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Meteorology Vegetation types Topography / DEM Grass moisture Management model Demography Sociology Economic Evaluation GIS Soils Efficient communication Management model of spatial information for a grazing assessment

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Hardware affinities between remote sensing and GIS (+ indicates commonly used, * sporadic)

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis GIS contributions to RS (1/2) Geometric and radiometric corrections: Shade correction. Geolocation in rough terrain. Display: Include vector data into raster results. 3-D displays, virtual flights.

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Shade correction OriginalMeyer,1993 After Riaño et al., 2002

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis 3D Views

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis GIS contributions to RS (2/2) Clasification: Stratifying input variables. Location of training fields. Including ancillary data. Post-classification refinement. Results assessment.

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Stratification Tanganika lake, MODIS image

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis RS contributions to GIS (1/2) Generation of variables. Those difficult to measure on the field: Atmospheric conditions. Chlorophyll content, salinity, turbidity, water temperature. Vegetation density, LAI. Snow cover. Global studies. Unaccessible areas.

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Chlorophyll content in the Mediterranean Seawifs data

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Flood simulations from Lidar Bonn (Germany)

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis RS contributions to GIS (2/2) Dynamic phenomena: Wetlands trends. Urban transformations. Deforestation, desertification. Sporadic phenomena: Floods - Droughts. Forest fires. Volcanic eruptions.

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Floods in Central Europe 2002 WIFS images from 31 July21 August

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Wide Swath Vertical Pol ENVISAT image November 07, 2002 Oil spills: the sinking of the Prestige oil tanker, 2002

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Procedures to connect RS and GIS Visual integration: On-line digitizing. Requires geometric correction. Digital integration: Geometric correction. Classification / continuous variable. Generalization. Vectorization (optional).

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis M-45 + A satellite image can be used as a graphic support to update geographic information

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis ESA - EARTHNET LANDSAT-5 4/3/2 MAY Fp Ml V Cs Senso r Fp V Cs Ml Classified Image GIS Digital Processing Thematic file Manual Digitization Photographic image Digital Storage Fp Ml V Cs Methods to integrate remote sensing data into GIS

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Digital integration Geometric aspects: Transform projection/datum. Adjust max/min coordinates. Adjust pixel resolution. Generalization (optional). Vectorization (optional).

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Map Original image Georectified Image Frame adjustment Resolution adjustment Geometric aspects in the integration of satellite images into a GIS

Chuvieco and Huete (2009): Fundamentals of Satellite Remote Sensing, Taylor and Francis Original Image Classification Physical variable Vectorization Generalization Vector GIS Raster GIS Integration of digital images in a GIS