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The research presented in this book is aimed at reviewing, evaluating and improving remote sensing techniques for vegetation water and fire risk estimation. Coupled reflectance models, fire spread models and meteorological data is first used to estimate expected errors in remote sensing based vegetation moisture retrievals and understand the effect of such uncertainties on fire spread rate predictions. An analysis of the characteristics of soil and canopy reflectance is then used as a basis for designing a vegetation water index, which is more resistant to soil reflectance contamination.…mehr

Produktbeschreibung
The research presented in this book is aimed at
reviewing, evaluating and improving remote sensing
techniques for vegetation water and fire risk
estimation. Coupled reflectance models, fire spread
models and meteorological data is first used to
estimate expected errors in remote sensing based
vegetation moisture retrievals and understand the
effect of such uncertainties on fire spread rate
predictions. An analysis of the characteristics of
soil and canopy reflectance is then used as a basis
for designing a vegetation water index, which is more
resistant to soil reflectance contamination.
Vegetation water content estimation using the
improved index is shown to reduce soil moisture
related errors over low vegetation areas, where soil
reflectance contamination is a major problem. This
work also uses the physical concept of pre-ignition
energy to propose a new remote sensing based fire
risk index. The physical basis of this new Fire
Susceptibility Index offers several advantages over
other fire risk indices. The new approaches described
in this book would be helpful for fire risk
monitoring, agricultural applications and climate
studies.
Autorenporträt
Dr. Dasgupta received his Ph.D in Computational Sciences &
Informatics from George Mason University in 2007. In 2006 he was
awarded the NASA Earth System Science Fellowship to conduct
research on the remote sensing of fire risk and vegetation
moisture. He is also involved in research and development
of satellite direct broadcast technologies.