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    Applications: Remote

    Sensing

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    INTRODUCTION

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    Introduction

    There can be almost endless applications of remote sensingtechniques for monitoring and management of land surface, seasurface, and atmospheric features and processes.

    Each application itself has specific demands, for sensor (optical,thermal, microwave), spectral resolution, spatial resolution, andtemporal resolution.

    With the availability of very high spatial resolution satellites in therecent years, the applications have been multiplied.

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    LAND USE AND LAND COVER

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    Land Use and Land Cover

    Land-use/Land-cover Change

    Land-cover Mapping

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    Land-cover Mapping

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    AGRICULTURE

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    Agriculture

    Classification of crop type

    Assessment of crop condition

    Estimation of crop yield

    Mapping of soil characteristics

    Mapping of soil management practices

    Compliance monitoring (farming practices)

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    Crop Type

    Landsat-TM and SAR data merged to identify crop type

    Courtesy : CCRS

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    FORESTRY

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    ForestryReconnaissance mapping:

    Forest-cover type discrimination Agroforestry mapping

    Commercial forestry:Clear-cut mapping/regeneration assessmentBurn delineationInfrastructure mapping/operations supportForest inventoryBiomass estimationSpecies inventory

    Environmental monitoring:Deforestation (rainforest, mangrove colonies)Species inventoryWatershed protection (riparian strips)Coastal protection (mangrove forests)Forest health and vigour

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    Clear-cut and Deforestation

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    Burn Mapping

    Courtesy : NASA

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    Monitoring Afforestation

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    GEOLOGY

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    Geology

    Mapping of surficial deposit/bedrockLithological mappingStructural mappingLineament extractionExploration/exploitation of sand and gravel

    Mineral explorationExploration of hydrocarbonEnvironmental geologyGeobotanyBaseline infrastructureMapping and monitoringEvent mapping and monitoringGeo-hazard mappingPlanetary mapping

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    Faults

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    Lineaments

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    Landslide

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    Geologic Structure

    Courtesy : CCRS

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    Mineral

    Courtesy : NASA

    Limestone

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    Mining

    Strip mining

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    Mining

    Strip mining

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    GEOMORPHOLOGY

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    Geomorphology

    Endogenetic processesVolcanismPlate tectonicsDiastrophism: folding, faulting, and warping

    Exogenetic systemsWeatheringMass wastingErosion, transportation, and depositional processes

    Alluvial/fluvial (flowing water)

    Glacial (ice)Eolian (wind)Coastal (waves)

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    Volcanic Activity

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    Landforms

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    Landforms

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    Crater and Lava Flow

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    URBAN

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    Urban Applications

    Urban growth/sprawl

    Urban planning

    Urban modelling

    Urban classification

    Change analysis

    Urban information system

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    Urban Growth

    Courtesy : USGS

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    Urban Pattern

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    Urban Mapping

    Night-time image shows urban areas

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    HYDROLOGY

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    HydrologyWetlands mapping and monitoring

    Water quality monitoringSoil moisture estimation

    Snow pack monitoring/delineation of extent

    Measuring snow thickness

    Determining snow water equivalenceRiver and lake ice monitoring

    Flood mapping and monitoring

    Glacier dynamics monitoring (surges and ablation)

    River/delta change detectionDrainage basin mapping and watershed modelling

    Irrigation canal leakage detection

    Irrigation scheduling

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    Flood

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    Flood Monitoring

    Radar image for flood monitoring

    Courtesy : CCRS

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    Glaciers

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    MAPPING

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    Baseline Thematic Map

    Courtesy : PCI Geomatics

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    OCEANS AND COASTAL

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    Oceans and CoastalOcean pattern identification

    Currents, regional circulation patterns, and shearsFrontal zones, internal waves, gravity waves, eddies, up-wellingzones, and shallow water bathymetry

    Storm forecasting

    Wind and wave retrievalFish stock and marine mammal assessmentWater temperature monitoringWater qualityOcean productivity, phytoplankton concentration, and drift

    Oil spillMapping and predicting oil spill extent and driftStrategic support for oil spill emergency response decisionsIdentification of natural oil seepage areas for exploration

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    Oceans and Coastal

    Sea ice Ice concentrationIce type/age/motionIceberg detection and trackingSurface topography

    Tactical identification of leads, navigation, andsafe shipping routes/rescueIce condition (state of decay)Historical ice and iceberg conditions anddynamics for planning purposes

    Wildlife habitatPollution monitoringMeteorological/global change research

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    Internal Sea Wave

    Courtesy : CCRS

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    Atmospheric Effect

    Courtesy : CCRS

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    Sea Ice

    Courtesy : NASA

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