Remote Sensing · 2017 · 38 citations · 51 references
Natural SciencesEarth SciencesPlant BiologyPlant EcologyRemote SensingSpectroscopic AnalysisInfrared Remote SensingSatellite SensorsSpectral PhenotypingVegetation Change DetectionVegetation IndicesVegetation MonitoringDominant SpeciesRadiometric AnalysisSatellite Imagery AnalysisSpectral Reflectance PropertiesSpectral Signature LibrariesVegetation Condition MonitoringVegetation Health IndicesVegetation Stress Detection
Remote sensing is a suitable candidate for monitoring rapid changes in Polar regions, offering high-resolution spectral, spatial and radiometric data. This paper focuses on the spectral properties of dominant plant species acquired during the first week of August 2015. Twenty-eight plots were selected, which could easily be identified in the field as well as on RapidEye satellite imagery. Spectral measurements of individual species were acquired, and heavy metal contamination stress factors were measured contemporaneously. As a result, a unique spectral library of dominant plant species, heavy metal concentrations and damage ratios were achieved with an indication that species-specific changes due to environmental conditions can best be differentiated in the 1401–2400 nm spectral region. Two key arctic tundra species, Cassiope tetragona and Dryas octopetala, exhibited significant differences in this spectral region that were linked to a changing health status. Relationships between field and satellite measurements were comparable, e.g., the Red Edge Normalized Difference Vegetation Index (RENDVI) showed a strong and significant relationship (R2 = 0.82; p = 0.036) for the species Dryas octopetala. Cadmium and Lead were below detection levels while manganese, copper and zinc acquired near Longyearbyen were at concentrations comparable to other places in Svalbard. There were high levels of nickel near Longyearbyen (0.014 mg/g), while it was low (0.004 mg/g) elsewhere.
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