EG2234 Earth Observation Applications of Remote sensing
TOPICS Quantitative remote sensing Rainfall estimation Land surface temperature Proxy air temperature NDVI, albedo, wind-speed and others Disaster Management Human Health Hydrodynamics
Quantitative remote sensing? Estimation of a physical quantity Proxy environmental variables Application driven Less science and more operational Makes use of algorithms Interfaces with environmental models
Applications that use quantitative RS Agriculture – NDVI, temperature, rainfall Health – NDVI, temperature, rainfall, dust, wind Hydrology – Rainfall Climate change – NDVI, temperature, rainfall Weather forecasting – Winds, rainfall
Rainfall estimation Cold Cloud Duration (CCD) using Meteosat Tropical Rainfall Measuring Mission using radar (TRMM) Special Sensor Microwave Imager (SSM/I) rainfall measurement using microwave instruments
Land Surface Temperature Thermal infrared images provide an estimate of the magnitude of radiant energy Radiance (usually expressed as watts per square metre) can be converted to temperature via an instrument-specific algorithm Energy (and hence temperature) is of the land surface (LST) LST may be converted to a proxy air temperature by means of a solar correction algorithm
Other quantitative measurements NDVI Albedo Wind speed Potential Evapotranspiration (PET) Soil moisture Tropospheric humidity
NDVI Monitoring Habitat modelling Hydrology
VISIBLE Albedo Weather Fcst.
WATER VAPOUR Cloud motion Troposphere
Disaster Management Uses of RS for Disaster Management WildfiresVolcanic eruptions AvalancheTsunami EarthquakeLandslides FloodingExtreme weather DroughtDisease RefugeesMilitary
Disaster Management PLANNINGMITIGATION Modelling Assessment Prediction Contingency Monitoring situations Deployment of resources Decision-making Public relations COST EFFECTIVENESS !!!
QuickBird used extensively throughout Asian Tsunami Disaster
Human Health Health and disease often has a spatial component Climatic, environmental and socio-economic variables affect health Epidemics and outbreaks spread across a region – either as a function of movement of people or environmental factors
Hydrodynamics stream river estuary THE SEA
Hydrodynamics From DeMers, 2002
Hydrodynamics From DeMers, 2002
Further Reading Cresswell MP, Morse AP, Thomson MC and Connor SJ. (1999). Estimating surface air temperatures from Meteosat land surface temperatures using an empirical solar zenith angle model. International Journal of Remote Sensing, Vol 20 (6), Lethbridge M. (1967). Precipitation probability and satellite radiation data. Monthly Weather Review, Vol 95 (7), Milford J and Dugdale G. (1990). Estimation of rainfall using geostationary satellite data. In Applications of Remote Sensing in Agriculture. Edited by Steven M and Clark J. Published by Butterworths, London Dugdale G, Hardy S and Milford J. (1991). Daily catchment rainfall estimated from Meteosat. Hydrological Processes, Vol 5,
Further Reading TRMM Website: SSM/I Website: TAMSAT (CCD Rainfall) Website: