Short term changes in moisture content drive strong changes in Normalized Difference Vegetation Index and gross primary productivity in four Arctic moss communities
May, Jeremy L.
Parker, Thomas C.
Oberbauer, Steven F.
MetadataShow full item record
Climate change is currently altering temperature and precipitation totals and timing in Arctic regions. Moss communities constitute much of the understory in Arctic vegetation, and as poikilohydric plants moss are highly sensitive to timing and duration of moisture levels. Here we investigate the role of moisture content on NDVI, red and near-infrared reflectance, and gross primary productivity (GPP) of two sphagnum and two pleurocarpus moss community types during two separate drying experiments. For both experiments, blocks of moss were collected near Imnavait Creek, Alaska, saturated to full water capacity, and then allowed to air dry before being re-saturated. Drying of blocks was conducted in a translucent outdoor tent during the first experiment and under indoor climate-controlled conditions during the second. Community NDVI (experiment 1 and 2), and GPP (experiment 2) were measured at regular intervals during the dry-down and after rewetting. In both experiments, moss NDVI sharply declined between 80% and 70% moisture content for sphagnum moss communities (NDVI change = -0.17 to -0.2), but less so for pleurocarpus moss communities (NDVI change = -0.06 to -0.12). Changes in NDVI were largely the result of increases in reflectance in red wavelengths. Peak GPP for all community types in the second experiment (1.31 to 2.08 μmol m-2 s-1) occurred at 80% moisture content and declined significantly as moisture content decreased. Rates of GPP continued to decline below 80% moisture content until near zero as moss reached a steady weight (air dry) over a period of 84 hours, while NDVI values declined slowly between 70% hydration and fully air dry. Re-saturation caused NDVI to increase in both sphagnum (NDVI change = +0.18 to +0.23) and pleurocarpus (NDVI change = +0.10 to +0.17) communities. Only sphagnum communities showed GPP resuming (0.824 μmol m-2 s-1) after 24 hours. The strong changes in NDVI and mismatch of moss NDVI values and GPP with moisture content fluctuations indicate that using NDVI as a proxy for productivity in Arctic vegetation communities may be problematic and underscores the need for quantification of moss community coverage, composition, and moisture content.
© The Author(s), 2018. This is the author's version of the work and is distributed under the terms of the Creative Commons Attribution License. The definitive version was published in Remote Sensing of Environment 212 (2018): 114-120, doi:10.1016/j.rse.2018.04.041.
Suggested CitationPreprint: May, Jeremy L., Parker, Thomas C., Unger, Steven, Oberbauer, Steven F., "Short term changes in moisture content drive strong changes in Normalized Difference Vegetation Index and gross primary productivity in four Arctic moss communities", 2018-04, https://doi.org/10.1016/j.rse.2018.04.041, https://hdl.handle.net/1912/10458
The following license files are associated with this item:
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 International
Showing items related by title, author, creator and subject.
Near-surface environmentally forced changes in the Ross Ice Shelf observed with ambient seismic noise Chaput, Julien; Aster, Richard C.; McGrath, Daniel; Baker, Michael G.; Anthony, Robert E.; Gerstoft, Peter; Bromirski, Peter D.; Nyblade, Andrew A.; Stephen, Ralph A.; Wiens, Douglas A.; Das, Sarah B.; Stevens, Laura A. (John Wiley & Sons, 2018-10-16)Continuous seismic observations across the Ross Ice Shelf reveal ubiquitous ambient resonances at frequencies >5 Hz. These firn‐trapped surface wave signals arise through wind and snow bedform interactions coupled with ...
An ocean-colour time series for use in climate studies: The experience of the ocean-colour climate change initiative (OC-CCI) Sathyendranath, Shubha; Brewin, Robert J. W.; Brockmann, Carsten; Brotas, Vanda; Calton, Ben; Chuprin, Andrei; Cipollini, Paolo; Couto, André B.; Dingle, James; Doerffer, Roland; Donlon, Craig; Dowell, Mark; Farman, Alex; Grant, Michael; Groom, Steven; Horseman, Andrew; Jackson, Thomas; Krasemann, Hajo; Lavender, Samantha; Martinez-Vicente, Victor; Mazeran, Constant; Melin, Frederic; Moore, Timothy S.; Müller, Dagmar; Regner, Peter; Roy, Shovonlal; Steele, Chris J.; Steinmetz, François; Swinton, John; Taberner, Malcolm; Thompson, Adam; Valente, André; Zühlke, Marco; Brando, Vittorio; Feng, Hui; Feldman, Gene; Franz, Bryan A.; Frouin, Robert; Gould, Richard; Hooker, Stanford B.; Kahru, Mati; Kratzer, Susanne; Mitchell, B. Greg; Muller-Karger, Frank E.; Sosik, Heidi M.; Voss, Kenneth; Werdell, Jeremy; Platt, Trevor (MDPI, 2019-10-03)Ocean colour is recognised as an Essential Climate Variable (ECV) by the Global Climate Observing System (GCOS); and spectrally-resolved water-leaving radiances (or remote-sensing reflectances) in the visible domain, and ...
Piecuch, Christopher G.; Bittermann, Klaus; Kemp, Andrew C.; Ponte, Rui Vasques de Melo; Little, Christopher M.; Engelhart, Simon E.; Lentz, Steven J. (National Academy of Sciences, 2018-07-09)Identifying physical processes responsible for historical coastal sea-level changes is important for anticipating future impacts. Recent studies sought to understand the drivers of interannual to multidecadal sea-level ...