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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605512/ https://www.ncbi.nlm.nih.gov/pubmed/26466347 http://dx.doi.org/10.1371/journal.pone.0138013 |
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author | Schut, Antonius G. T. Ivits, Eva Conijn, Jacob G. ten Brink, Ben Fensholt, Rasmus |
author_facet | Schut, Antonius G. T. Ivits, Eva Conijn, Jacob G. ten Brink, Ben Fensholt, Rasmus |
author_sort | Schut, Antonius G. T. |
collection | PubMed |
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 CO(2) sequestration capacity. |
format | Online Article Text |
id | pubmed-4605512 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-46055122015-10-29 Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change Schut, Antonius G. T. Ivits, Eva Conijn, Jacob G. ten Brink, Ben Fensholt, Rasmus PLoS One Research Article 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 CO(2) sequestration capacity. Public Library of Science 2015-10-14 /pmc/articles/PMC4605512/ /pubmed/26466347 http://dx.doi.org/10.1371/journal.pone.0138013 Text en © 2015 Schut et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Schut, Antonius G. T. Ivits, Eva Conijn, Jacob G. ten Brink, Ben Fensholt, Rasmus Trends in Global Vegetation Activity and Climatic Drivers Indicate a Decoupled Response to Climate Change |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605512/ https://www.ncbi.nlm.nih.gov/pubmed/26466347 http://dx.doi.org/10.1371/journal.pone.0138013 |
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