Shifts in global vegetation activity trends

R. de Jong, J. Verbesselt, A. Zeileis, M.E. Schaepman

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126 Citations (Scopus)


Vegetation belongs to the components of the Earth surface, which are most extensively studied using historic and present satellite records. Recently, these records exceeded a 30-year time span composed of preprocessed fortnightly observations (1981–2011). The existence of monotonic changes and trend shifts present in such records has previously been demonstrated. However, information on timing and type of such trend shifts was lacking at global scale. In this work, we detected major shifts in vegetation activity trends and their associated type (either interruptions or reversals) and timing. It appeared that the biospheric trend shifts have, over time, increased in frequency, confirming recent findings of increased turnover rates in vegetated areas. Signs of greening-to-browning reversals around the millennium transition were found in many regions (Patagonia, the Sahel, northern Kazakhstan, among others), as well as negative interruptions—“setbacks”—in greening trends (southern Africa, India, Asia Minor, among others). A minority (26%) of all significant trends appeared monotonic
Original languageEnglish
Pages (from-to)1117-1133
JournalRemote Sensing
Issue number3
Publication statusPublished - 2013


  • net primary production
  • drought-induced reduction
  • image time-series
  • land-surface phenology
  • structural-change
  • satellite data
  • terrestrial ecosystems
  • ols residuals
  • ndvi data
  • avhrr

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    de Jong, R., Verbesselt, J., Zeileis, A., & Schaepman, M. E. (2013). Shifts in global vegetation activity trends. Remote Sensing, 5(3), 1117-1133.