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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Main Authors: Carly Muir, Jane Southworth, Reza Khatami, Hannah Herrero, Berkay Akyapı
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/16/3267
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spelling 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
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AT janesouthworth vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury
AT rezakhatami vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury
AT hannahherrero vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury
AT berkayakyapı vegetationdynamicsandclimatologicaldriversinethiopiaattheturnofthecentury
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