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Hyperspectral Imaging for Fine to Medium Scale Applications in Environmental Sciences

The aim of the Special Issue “Hyperspectral Imaging for Fine to Medium Scale Applications in Environmental Sciences” was to present a selection of innovative studies using hyperspectral imaging (HSI) in different thematic fields. This intention reflects the technical developments in the last three d...

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Bibliographic Details
Main Author: Vohland, Michael
Other Authors: Jung, András
Format: eBook
Language:English
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:
Radiometric Correction
Rotation Forest
Machine Learning
Instrument Development
Electromagnetic Induction
Push-broom
Random Forest
Unmanned Aerial Vehicle
N/a
Minimum Wavelength Mapping
Topographic Correction
Atmospheric Correction
Photogrammetry
Hyperspectral
Long-distance
Close-range Hyperspectral Imaging
Mosaicking
Soil Salinity
Snapshot Hyperspectral Imaging
Chlorophyll A
Tree Species
Hyperspectral Imager
Chlorophyll-a
Mangrove Species Classification
Antarctica
Structure From Motion (sfm)
Water Column
Field Hyperspectral Measurement
Hyperspectral Imaging
Research & Information: General / Bicssc
Biomass
Underwater
Fine-scale
Multiple Classifier Fusion
Vertical Distribution
In Situ Measurements
Hyperspectral Image
Random Forest Regression
Phycocyanin
Georectification
Uav
Mineral Mapping
Waveband Selection
Bio-optical Algorithm
Receiver
Convolutional Neural Network
Ice Algae
Soil
Sea Ice
Maarmorilik
Riotinto
Telescope
Structure From Motion
Colored Dissolved Organic Matter
Long-range
Under-ice
Spectroradiometry
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:The aim of the Special Issue “Hyperspectral Imaging for Fine to Medium Scale Applications in Environmental Sciences” was to present a selection of innovative studies using hyperspectral imaging (HSI) in different thematic fields. This intention reflects the technical developments in the last three decades, which have brought the capacity of HSI to provide spectrally, spatially and temporally detailed data, favoured by e.g., hyperspectral snapshot technologies, miniaturized hyperspectral sensors and hyperspectral microscopy imaging. The present book comprises a suite of papers in various fields of environmental sciences—geology/mineral exploration, digital soil mapping, mapping and characterization of vegetation, and sensing of water bodies (including under-ice and underwater applications). In addition, there are two rather methodically/technically-oriented contributions dealing with the optimized processing of UAV data and on the design and test of a multi-channel optical receiver for ground-based applications. All in all, this compilation documents that HSI is a multi-faceted research topic and will remain so in the future.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (218 p.)
ISBN:9783036508795
books978-3-0365-0879-5
9783036508788

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