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1 Semi-Automatic Classification Plugin Documentation Release Luca Congedo February 05, 2017ДЈ Contents I Introduction 1 II Plugin Installation 5 1 Installation in Windows 32 bit QGIS download and installation Semi-Automatic Classification Plugin installation Configuration of the plugin Installation in Windows 64 bit QGIS download and installation Semi-Automatic Classification Plugin installation Configuration of the plugin Installation in Ubuntu Linux QGIS download and installation Semi-Automatic Classification Plugin installation Configuration of the plugin Installation in Debian Linux QGIS download and installation Semi-Automatic Classification Plugin installation Configuration of the plugin Installation in Mac OS QGIS download and installation Semi-Automatic Classification Plugin installation Configuration of the plugin III The Interface of SCP 27 6 SCP menu 29 7 SCP Tools 31 8 Working toolbar Image control Temporary ROI Classification preview SCP dock SCP input Classification dock iД¤ 10 Main Interface Window Download images Tools Preprocessing Postprocessing Band calc Band set Batch Settings Spectral Signature Plot Plot Signature list Scatter Plot Scatter list SCP Edit Toolbar 133 IV Brief Introduction to Remote Sensing Basic Definitions GIS definition Remote Sensing definition Sensors Radiance and Reflectance Spectral Signature Landsat Satellite Sentinel-2 Satellite ASTER Satellite MODIS Products Color Composite Principal Component Analysis Pan-sharpening Spectral Indices Supervised Classification Definitions Land Cover Supervised Classification Training Areas Classes and Macroclasses Classification Algorithms Spectral Distance Classification Result Accuracy Assessment Image conversion to reflectance Radiance at the Sensor s Aperture Top Of Atmosphere (TOA) Reflectance Surface Reflectance DOS1 Correction Conversion to Temperature Conversion to At-Satellite Brightness Temperature Estimation of Land Surface Temperature References 167 iiДҐ V Basic Tutorials Tutorial Tutorial 1: Your First Land Cover Classification Tutorial Tutorial 2: Land Cover Classification of Sentinel-2 Images VI Thematic Tutorials Tutorial: Land Cover Signature Classification Create the Band Set Create the ROIs and Define the Spectral Thresholds Land Cover Classification Other Tutorials Tutorial: Estimation of Land Surface Temperature with Landsat and ASTER Data Download and Conversion Clip to Study Area Land Cover Classification Reclassification of Land Cover Classification to Emissivity Values Conversion from At-Satellite Temperature to Land Surface Temperature Data Download and Conversion of ASTER Image Clip to Study Area of ASTER image Land Cover Classification of ASTER Image Reclassification of Land Cover Classification to Emissivity Values of ASTER Image Conversion from At Satellite Temperature to Land Surface Temperature of ASTER Image Other Tutorials VII Semi-Automatic OS Installation in VirtualBox 241 VIII Frequently Asked Questions Plugin installation How to install the plugin manually? How to install the plugin from the official SCP repository? Pre processing Which image bands should I use for a semi-automatic classification? Which Landsat bands can be converted to reflectance by the SCP? Can I apply the conversion to Sentinel-2 images download from the web? How are converted Sentinel-2 images that have different resolutions? Can I apply the Landsat conversion and DOS correction to clipped bands? Can I apply the DOS correction to bands with black border (i.e.