Improved detection of abrupt change in vegetation reveals dominant fractional woody cover decline in Eastern Africa

Research output: Contribution to journalArticleScientificpeer-review

Abstract

While cropland expansion and demand for woodfuel exert increasing pressure on woody vegetation in East Africa, climate change is inducing woody cover gain. It is however unclear if these contrasting patterns have led to net fractional woody cover loss or gain. Here we used non-parametric fractional woody cover (WC) predictions and breakpoint detection algorithms driven by satellite observations (Landsat and MODIS) and airborne laser scanning to unveil the net fractional WC change during 2001-2019 over Ethiopia and Kenya. Our results show that total WC loss was 4-times higher than total gain, leading to net loss. The contribution of abrupt WC loss (59%) was higher than gradual losses (41%). We estimated an annual WC loss rate of up to 5% locally, with cropland expansion contributing to 57% of the total loss in the region. Major hotspots of WC loss and degradation corridors were identified inside as well as surrounding protected areas, in agricultural lands located close to agropastoral and pastoral livelihood zones, and near highly populated areas. As the dominant vegetation type in the region, Acacia-Commiphora bushlands and thickets ecosystem was the most threatened, accounting 69% of the total WC loss, followed by montane forest (12%). Although highly outweighed by loss, relatively more gain was observed in woody savanna than in other ecosystems. These results reveal the marked impact of human activities on woody vegetation and highlight the importance of protecting endangered ecosystems from increased human activities for mitigating impacts on climate and supporting sustainable ecosystem service provision in East Africa.

Original languageEnglish
Article number112897
JournalRemote Sensing of Environment
Volume271
Issue number112897
Number of pages16
ISSN0034-4257
DOIs
Publication statusPublished - 15 Mar 2022
MoE publication typeA1 Journal article-refereed

Fields of Science

  • 1171 Geosciences
  • Woody cover change
  • Abrupt change
  • Gradual change
  • Airborne laser scanning (ALS)
  • Machine learning
  • Breakpoint detection
  • PERMUTATION TESTS
  • TIME-SERIES
  • MODIS
  • SAVANNAS
  • FORESTS
  • MAP

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