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Relationship between satellite-derived land surface temperatures, arctic vegetation types, and NDVI
Authors:Martha K Raynolds  Josefino C Comiso  Donald A Walker  David Verbyla
Affiliation:a Institute of Arctic Biology, University of Alaska, 311 Irving, P.O. Box 757000, Fairbanks, AK 99775, United States
b NASA Goddard Space Flight Center, Oceans and Ice Branch, Code 971, Greenbelt, MD 20771, United States
c Department of Natural Resource Management, University of Alaska, Fairbanks, AK 99775, United States
Abstract:Arctic vegetation distribution is largely controlled by climate, particularly summer temperatures. Summer temperatures have been increasing in the Arctic and this trend is expected to continue. Arctic vegetation has been shown to change in response to increases in summer temperatures, which in turn affects arctic fauna, human communities and industries. An understanding of the relationship of existing plant communities to temperature is important in order to monitor change effectively. In addition, variation along existing climate gradients can help predict where and how vegetation changes may occur as climate warming continues. In this study we described the spatial relationship between satellite-derived land surface temperature (LST), circumpolar arctic vegetation, and normalized difference vegetation index (NDVI). LST, mapped as summer warmth index (SWI), accurately portrayed temperature gradients due to latitude, elevation and distance from the coast. The SWI maps also reflected NDVI patterns, though NDVI patterns were more complex due to the effects of lakes, different substrates and different-aged glacial surfaces. We found that for the whole Arctic, a 5 °C increase in SWI along the climate gradient corresponded to an increase in NDVI of approximately 0.07. This result supports and is of similar magnitude as temporal studies showing increases of arctic NDVI corresponding to increases in growing season temperatures over the length of the satellite record. The strongest positive relationship between NDVI and SWI occurred in partially vegetated and graminoid vegetation types. Recently deglaciated areas, areas with many water bodies, carbonate soil areas, and high mountains had lower NDVI values than predicted by SWI. Plant growth in these areas was limited by substrate factors as well as temperature, and thus is likely to respond less to climate warming than other areas.
Keywords:Normalized difference vegetation index (NDVI)  Summer warmth index (SWI)  Advanced very high resolution radiometer (AVHRR)  Climate change  Circumpolar
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