Arid
DOI10.3390/rs8070600
Quantifying the Impacts of Environmental Factors on Vegetation Dynamics over Climatic and Management Gradients of Central Asia
Dubovyk, Olena1; Landmann, Tobias2; Dietz, Andreas3; Menz, Gunter1,4
通讯作者Dubovyk, Olena
来源期刊REMOTE SENSING
ISSN2072-4292
出版年2016
卷号8期号:7
英文摘要

Currently there is a lack of quantitative information regarding the driving factors of vegetation dynamics in post-Soviet Central Asia. Insufficient knowledge also exists concerning vegetation variability across sub-humid to arid climatic gradients as well as vegetation response to different land uses, from natural rangelands to intensively irrigated croplands. In this study, we analyzed the environmental drivers of vegetation dynamics in five Central Asian countries by coupling key vegetation parameter "overall greenness" derived from Moderate Resolution Imaging Spectroradiometer (MODIS) Normalized Difference Vegetation Index (NDVI time series data, with its possible factors across various management and climatic gradients. We developed nine generalized least-squares random effect (GLS-RE) models to analyze the relative impact of environmental factors on vegetation dynamics. The obtained results quantitatively indicated the extensive control of climatic factors on managed and unmanaged vegetation cover across Central Asia. The most diverse vegetation dynamics response to climatic variables was observed for "intensively managed irrigated croplands". Almost no differences in response to these variables were detected for managed non-irrigated vegetation and unmanaged (natural) vegetation across all countries. Natural vegetation and rainfed non-irrigated crop dynamics were principally associated with temperature and precipitation parameters. Variables related to temperature had the greatest relative effect on irrigated croplands and on vegetation cover within the mountainous zone. Further research should focus on incorporating the socio-economic factors discussed here in a similar analysis.


英文关键词land surface dynamics time-series data vegetation patterns Moderate Resolution Imaging Spectroradiometer (MODIS) linear regression modeling
类型Article
语种英语
国家Germany ; Kenya
收录类别SCI-E
WOS记录号WOS:000382224800070
WOS关键词LAND-SURFACE PHENOLOGY ; MODIS TIME-SERIES ; AGRICULTURAL LAND ; USSR COLLAPSE ; PRECIPITATION ; AFRICA ; TRENDS ; DEGRADATION ; VARIABILITY ; KAZAKSTAN
WOS类目Remote Sensing
WOS研究方向Remote Sensing
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/195957
作者单位1.Univ Bonn, Ctr Remote Sensing Land Surfaces ZFL, D-53113 Bonn, Germany;
2.Int Ctr Insect Physiol & Ecol ICIPE, Earth Observat Unit, Kasarani Rd,POB 30772, Nairobi 00100, Kenya;
3.German Aerosp Ctr DLR, German Remote Sensing Data Ctr DFD, D-82234 Wessling, Germany;
4.Univ Bonn, Dept Geog, Remote Sensing Res Grp, Meckenheimer Allee 166, D-53115 Bonn, Germany
推荐引用方式
GB/T 7714
Dubovyk, Olena,Landmann, Tobias,Dietz, Andreas,et al. Quantifying the Impacts of Environmental Factors on Vegetation Dynamics over Climatic and Management Gradients of Central Asia[J],2016,8(7).
APA Dubovyk, Olena,Landmann, Tobias,Dietz, Andreas,&Menz, Gunter.(2016).Quantifying the Impacts of Environmental Factors on Vegetation Dynamics over Climatic and Management Gradients of Central Asia.REMOTE SENSING,8(7).
MLA Dubovyk, Olena,et al."Quantifying the Impacts of Environmental Factors on Vegetation Dynamics over Climatic and Management Gradients of Central Asia".REMOTE SENSING 8.7(2016).
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