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Land management issues, such as mapping tree species, recognizing
invasive plants, and identifying key geologic features, require an
understanding of complex technical issues before the best decisions
can be made. Hyperspectral remote sensing is one the technologies
that can help with reliable detection and identification.
Presenting the fundamentals of remote sensing at an introductory
level, Hyperspectral Remote Sensing: Principles and Applications
explores all major aspects of hyperspectral image acquisition,
exploitation, interpretation, and applications. The book begins
with several chapters on the basic concepts and underlying
principles of remote sensing images. It introduces spectral
radiometry concepts, such as radiance, irradiance, flux, and
blackbody radiation; covers imaging spectrometers, examining
spectral range, full width half maximum (FWHM), resolution,
sampling, signal-to-noise ratio (SNR), and multispectral and
hyperspectral sensor systems; and addresses atmospheric
interactions. The book then discusses information extraction, with
chapters covering the underlying physics principles that lead to
the creation of an image and the interpretation of the image's
information. The final chapters describe case studies that
illustrate the use of hyperspectral remote sensing in agriculture,
environmental monitoring, forestry, and geology. After reading this
book, you will have a better understanding of how to evaluate
different approaches to hyperspectral analyses and to determine
which approaches will work for your applications.
Land management issues, such as mapping tree species, recognizing
invasive plants, and identifying key geologic features, require an
understanding of complex technical issues before the best decisions
can be made. Hyperspectral remote sensing is one the technologies
that can help with reliable detection and identification.
Presenting the fundamentals of remote sensing at an introductory
level, Hyperspectral Remote Sensing: Principles and Applications
explores all major aspects of hyperspectral image acquisition,
exploitation, interpretation, and applications. The book begins
with several chapters on the basic concepts and underlying
principles of remote sensing images. It introduces spectral
radiometry concepts, such as radiance, irradiance, flux, and
blackbody radiation; covers imaging spectrometers, examining
spectral range, full width half maximum (FWHM), resolution,
sampling, signal-to-noise ratio (SNR), and multispectral and
hyperspectral sensor systems; and addresses atmospheric
interactions. The book then discusses information extraction, with
chapters covering the underlying physics principles that lead to
the creation of an image and the interpretation of the image's
information. The final chapters describe case studies that
illustrate the use of hyperspectral remote sensing in agriculture,
environmental monitoring, forestry, and geology. After reading this
book, you will have a better understanding of how to evaluate
different approaches to hyperspectral analyses and to determine
which approaches will work for your applications.
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