A global analysis of the impact of drought on net primary productivity

We investigated the impact of drought on interan- nual variability of net primary productivity (NPP) from 1997 to 2009, using the standardized precipitation evapotranspira- tion index (SPEI) drought index and satellite-derived vege- tation greenness converted to NPP. SPEI is positive for wet conditions and negative for dry conditions. We found that SPEI and NPP were coupled and showed in-phase behaviour on a global scale. We then used the Koppen climate classifi- cation to study the SPEI-NPP relations regionally and found that while NPP and SPEI were positively related (high SPEI, high NPP) in arid and in seasonal dry regions, the opposite occurs in most boreal regions (high SPEI, low NPP). High intensity drought events, such as the 2003 drought in Eu- rope were picked up by our analysis. Our findings suggest that the strong positive relation between global average mois- ture availability and NPP consists of a composite of the posi- tive relation across dry regions and the coherent NPP decline during and after intensive drought events in humid regions. Importantly, we also found that there are many areas on the globe that show no strong correlation between drought and NPP.

• Publication year

  2013

• Venue

  Hydrology and Earth System Sciences

• Publication date

  2013-10-11

• Fields of study

  Geology, Environmental Science

• Identifiers
  DOI 10.5194/HESS-17-3885-2013
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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• An approach toward a rational classification of climate.

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