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While frequently used in temperate environments, hyperspectral
sensors and data are still a novelty in the tropics. Exploring the
potential of hyperspectral remote sensing for assessing ecosystem
characteristics, Hyperspectral Remote Sensing of Tropical and
Sub-Tropical Forests focuses on the complex and unique set of
challenges involved in using this technology and the data it
provides. Special Features A CD-ROM including hyperspectral color
images Coverage of in situ spectroscopy, airborne and
satellite-based remote sensing, and fusion with other forms of data
such as LiDAR Peer-reviewed chapters that highlight the most
innovative achievements Discussion of the potential of
hyperspectral remote sensing to provide tools for assessing
ecosystem characteristics at various spatial and temporal scales
Experts from Diverse Backgrounds Share Their Successes The book
explores a range of analysis techniques, including hyperspectral
reflectance indices, spectral mixture analysis, pattern
classification, band selection, partial least-squares, linear
discriminant analysis, and radiative transfer models. The chapter
authors present a comprehensive review of the current status and
innovative achievements in the field, citing approximately six
hundred studies. As illustrated by the diverse backgrounds of the
contributors, the most successful use of hyperspectral data
requires a multidisciplinary approach spanning a wide range of
fields. Go Beyond the Basics to Actual Application Although it
begins by touching on the basics, this book is not a tutorial in
remote sensing, but a reference that illustrates the potential
applications and analysis techniques that can be used when facing
the unique challenge of working in the tropics. It presents
real-world examples and a suite of analysis t
While frequently used in temperate environments, hyperspectral
sensors and data are still a novelty in the tropics. Exploring the
potential of hyperspectral remote sensing for assessing ecosystem
characteristics, Hyperspectral Remote Sensing of Tropical and
Sub-Tropical Forests focuses on the complex and unique set of
challenges involved in using this technology and the data it
provides. Special Features A CD-ROM including hyperspectral color
images Coverage of in situ spectroscopy, airborne and
satellite-based remote sensing, and fusion with other forms of data
such as LiDAR Peer-reviewed chapters that highlight the most
innovative achievements Discussion of the potential of
hyperspectral remote sensing to provide tools for assessing
ecosystem characteristics at various spatial and temporal scales
Experts from Diverse Backgrounds Share Their Successes The book
explores a range of analysis techniques, including hyperspectral
reflectance indices, spectral mixture analysis, pattern
classification, band selection, partial least-squares, linear
discriminant analysis, and radiative transfer models. The chapter
authors present a comprehensive review of the current status and
innovative achievements in the field, citing approximately six
hundred studies. As illustrated by the diverse backgrounds of the
contributors, the most successful use of hyperspectral data
requires a multidisciplinary approach spanning a wide range of
fields. Go Beyond the Basics to Actual Application Although it
begins by touching on the basics, this book is not a tutorial in
remote sensing, but a reference that illustrates the potential
applications and analysis techniques that can be used when facing
the unique challenge of working in the tropics. It presents
real-world examples and a suite of analysis t
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