Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.

Detailed understanding of a possible decoupling between climatic drivers of plant productivity and the response of ecosystems vegetation is required. We compared trends in six NDVI metrics (1982-2010) derived from the GIMMS3g dataset with modelled biomass productivity and assessed uncertainty in tre...

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Main Authors: Antonius G T Schut, Eva Ivits, Jacob G Conijn, Ben Ten Brink, Rasmus Fensholt
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4605512?pdf=render
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spelling doaj-00d3c68630f14c428ab3bd39094ff7652020-11-25T01:51:08ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-011010e013801310.1371/journal.pone.0138013Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.Antonius G T SchutEva IvitsJacob G ConijnBen Ten BrinkRasmus FensholtDetailed understanding of a possible decoupling between climatic drivers of plant productivity and the response of ecosystems vegetation is required. We compared trends in six NDVI metrics (1982-2010) derived from the GIMMS3g dataset with modelled biomass productivity and assessed uncertainty in trend estimates. Annual total biomass weight (TBW) was calculated with the LINPAC model. Trends were determined using a simple linear regression, a Thiel-Sen medium slope and a piecewise regression (PWR) with two segments. Values of NDVI metrics were related to Net Primary Production (MODIS-NPP) and TBW per biome and land-use type. The simple linear and Thiel-Sen trends did not differ much whereas PWR increased the fraction of explained variation, depending on the NDVI metric considered. A positive trend in TBW indicating more favorable climatic conditions was found for 24% of pixels on land, and for 5% a negative trend. A decoupled trend, indicating positive TBW trends and monotonic negative or segmented and negative NDVI trends, was observed for 17-36% of all productive areas depending on the NDVI metric used. For only 1-2% of all pixels in productive areas, a diverging and greening trend was found despite a strong negative trend in TBW. The choice of NDVI metric used strongly affected outcomes on regional scales and differences in the fraction of explained variation in MODIS-NPP between biomes were large, and a combination of NDVI metrics is recommended for global studies. We have found an increasing difference between trends in climatic drivers and observed NDVI for large parts of the globe. Our findings suggest that future scenarios must consider impacts of constraints on plant growth such as extremes in weather and nutrient availability to predict changes in NPP and CO2 sequestration capacity.http://europepmc.org/articles/PMC4605512?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Antonius G T Schut
Eva Ivits
Jacob G Conijn
Ben Ten Brink
Rasmus Fensholt
spellingShingle Antonius G T Schut
Eva Ivits
Jacob G Conijn
Ben Ten Brink
Rasmus Fensholt
Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.
PLoS ONE
author_facet Antonius G T Schut
Eva Ivits
Jacob G Conijn
Ben Ten Brink
Rasmus Fensholt
author_sort Antonius G T Schut
title Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.
title_short Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.
title_full Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.
title_fullStr Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.
title_full_unstemmed Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change.
title_sort trends in global vegetation activity and climatic drivers indicate a decoupled response to climate change.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
description Detailed understanding of a possible decoupling between climatic drivers of plant productivity and the response of ecosystems vegetation is required. We compared trends in six NDVI metrics (1982-2010) derived from the GIMMS3g dataset with modelled biomass productivity and assessed uncertainty in trend estimates. Annual total biomass weight (TBW) was calculated with the LINPAC model. Trends were determined using a simple linear regression, a Thiel-Sen medium slope and a piecewise regression (PWR) with two segments. Values of NDVI metrics were related to Net Primary Production (MODIS-NPP) and TBW per biome and land-use type. The simple linear and Thiel-Sen trends did not differ much whereas PWR increased the fraction of explained variation, depending on the NDVI metric considered. A positive trend in TBW indicating more favorable climatic conditions was found for 24% of pixels on land, and for 5% a negative trend. A decoupled trend, indicating positive TBW trends and monotonic negative or segmented and negative NDVI trends, was observed for 17-36% of all productive areas depending on the NDVI metric used. For only 1-2% of all pixels in productive areas, a diverging and greening trend was found despite a strong negative trend in TBW. The choice of NDVI metric used strongly affected outcomes on regional scales and differences in the fraction of explained variation in MODIS-NPP between biomes were large, and a combination of NDVI metrics is recommended for global studies. We have found an increasing difference between trends in climatic drivers and observed NDVI for large parts of the globe. Our findings suggest that future scenarios must consider impacts of constraints on plant growth such as extremes in weather and nutrient availability to predict changes in NPP and CO2 sequestration capacity.
url http://europepmc.org/articles/PMC4605512?pdf=render
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