Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century
Global change, particularly climate change, poses a risk of altering vegetation composition and health. The consequences manifest throughout Earth’s system as a change in ecosystem services and socioecological stability. It is therefore critical that vegetation dynamics are monitored to establish ba...
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doaj-9a4301614b674bda9c11ab07d1ab4c882021-08-26T14:17:51ZengMDPI AGRemote Sensing2072-42922021-08-01133267326710.3390/rs13163267Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the CenturyCarly Muir0Jane Southworth1Reza Khatami2Hannah Herrero3Berkay Akyapı4Department of Geography, University of Florida 3141 Turlington Hall 220 Newell Drive, Gainesville, FL 32611-7315, USADepartment of Geography, University of Florida 3141 Turlington Hall 220 Newell Drive, Gainesville, FL 32611-7315, USADepartment of Geography, University of Florida 3141 Turlington Hall 220 Newell Drive, Gainesville, FL 32611-7315, USADepartment of Geography, University of Tennessee, Knoxville, 1000 Philip Fulmer Way, Knoxville, TN 37996-0925, USADepartment of Economics, University of Florida 224 Matherly Hall, P.O. Box 117140, Gainesville, FL 32611-7140, USAGlobal change, particularly climate change, poses a risk of altering vegetation composition and health. The consequences manifest throughout Earth’s system as a change in ecosystem services and socioecological stability. It is therefore critical that vegetation dynamics are monitored to establish baseline conditions and detect shifts. Africa is at high risk of environmental change, yet evaluation of the link between climate and vegetation is still needed for some regions. This work expands on more frequent local and multinational scale studies of vegetation trends by quantifying directional persistence (DP) at a national scale for Ethiopia, based on the normalized difference vegetation index (NDVI) between 2000 and 2016. The DP metric determines cumulative change in vegetation greenness and has been applied to studies of ecological stability and health. Secondary analysis utilizing panel regression methodologies is carried out to measure the effect of climate on NDVI. Models are developed to consider spatial dependence by including fixed effects and spatial weights. Results indicate widespread cumulative declines in NDVI, with the greatest change during the dry season and concentrated in northern Ethiopia. Regression analyses suggest significant control from climatic variables. However, temperature has a larger effect on NDVI, which contrasts with findings of some previous studies.https://www.mdpi.com/2072-4292/13/16/3267vegetation dynamicsspatial panel modelglobal environmental change |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Carly Muir Jane Southworth Reza Khatami Hannah Herrero Berkay Akyapı |
spellingShingle |
Carly Muir Jane Southworth Reza Khatami Hannah Herrero Berkay Akyapı Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century Remote Sensing vegetation dynamics spatial panel model global environmental change |
author_facet |
Carly Muir Jane Southworth Reza Khatami Hannah Herrero Berkay Akyapı |
author_sort |
Carly Muir |
title |
Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century |
title_short |
Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century |
title_full |
Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century |
title_fullStr |
Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century |
title_full_unstemmed |
Vegetation Dynamics and Climatological Drivers in Ethiopia at the Turn of the Century |
title_sort |
vegetation dynamics and climatological drivers in ethiopia at the turn of the century |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2021-08-01 |
description |
Global change, particularly climate change, poses a risk of altering vegetation composition and health. The consequences manifest throughout Earth’s system as a change in ecosystem services and socioecological stability. It is therefore critical that vegetation dynamics are monitored to establish baseline conditions and detect shifts. Africa is at high risk of environmental change, yet evaluation of the link between climate and vegetation is still needed for some regions. This work expands on more frequent local and multinational scale studies of vegetation trends by quantifying directional persistence (DP) at a national scale for Ethiopia, based on the normalized difference vegetation index (NDVI) between 2000 and 2016. The DP metric determines cumulative change in vegetation greenness and has been applied to studies of ecological stability and health. Secondary analysis utilizing panel regression methodologies is carried out to measure the effect of climate on NDVI. Models are developed to consider spatial dependence by including fixed effects and spatial weights. Results indicate widespread cumulative declines in NDVI, with the greatest change during the dry season and concentrated in northern Ethiopia. Regression analyses suggest significant control from climatic variables. However, temperature has a larger effect on NDVI, which contrasts with findings of some previous studies. |
topic |
vegetation dynamics spatial panel model global environmental change |
url |
https://www.mdpi.com/2072-4292/13/16/3267 |
work_keys_str_mv |
AT carlymuir vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury AT janesouthworth vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury AT rezakhatami vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury AT hannahherrero vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury AT berkayakyapı vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury |
_version_ |
1721190293778202624 |