04222nam 2201009z- 450 991055736800332120231214133649.0(CKB)5400000000042211(oapen)https://directory.doabooks.org/handle/20.500.12854/76303(EXLCZ)99540000000004221120202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierHyperspectral Imaging for Fine to Medium Scale Applications in Environmental SciencesBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic resource (218 p.)3-0365-0878-3 3-0365-0879-1 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.Research & information: generalbicsschyperspectraltopographic correctionatmospheric correctionradiometric correctionlong-rangelong-distanceStructure from Motion (SfM)photogrammetrymineral mappingminimum wavelength mappingMaarmorilikRiotintoHyperspectral imagebio-optical algorithmphycocyaninchlorophyll-amangrove species classificationclose-range hyperspectral imagingfield hyperspectral measurementwaveband selectionmachine learninginstrument developmentspectroradiometrytelescopereceiversoilsoil salinityunmanned aerial vehiclehyperspectral imagerrandom forest regressionelectromagnetic inductionhyperspectral imagingtree speciesmultiple classifier fusionconvolutional neural networkrandom forestrotation forestsea iceice algaebiomassfine-scaleunder-iceunderwaterantarcticastructure from motiongeorectificationmosaickingpush-broomUAVchlorophyll acolored dissolved organic matterin situ measurementsvertical distributionwater columnsnapshot hyperspectral imagingResearch & information: generalVohland Michaeledt1294154Jung AndrásedtVohland MichaelothJung AndrásothBOOK9910557368003321Hyperspectral Imaging for Fine to Medium Scale Applications in Environmental Sciences3022940UNINA