Arid
DOI10.1016/j.rse.2015.08.008
MODIS derived vegetation greenness trends in African Savanna: Deconstructing and localizing the role of changing moisture availability, fire regime and anthropogenic impact
Mishra, Niti B.1,2; Crews, Kelley A.2; Neeti, Neeti3; Meyer, Thoralf2; Young, Kenneth R.2
通讯作者Mishra, Niti B.
来源期刊REMOTE SENSING OF ENVIRONMENT
ISSN0034-4257
EISSN1879-0704
出版年2015
卷号169页码:192-204
英文摘要

In African savanna, spatio-temporal variability in moisture availability, fire regime and land transformation related to exploitative land uses are the main drivers of changing vegetation greenness patterns. Deconstructing the role of these drivers at local scale is critical for managing the impact of projected climate and land use changes on savanna ecosystems. Focusing on an area encompassing Africa’s largest terrestrial protected area, this study utilized time-series MODIS NDVI (2000-2014) and employed a robust trend analysis technique to detect significant temporal trend in key greenness metrics including overall greenness, peak and timing of the peak of annual greenness and examined how spatial variability in vegetation morphology and land use impacted the distribution of these greenness parameters. To access causation of change, we linked detected greenness trends to precipitation trends derived from Tropical Rainfall Measurement Mission (TRMM), annual burnt area extent and fire frequency and compared multi-temporal imagery in Google Earth. Results show that distribution of both overall and peak annual greenness was vegetation morphology specific as with decreasing woody cover the proportion of pixels showing negative overall and peak annual greenness trend increased consistently. Majority of the area with significant trend in the timing of the peak of annual greenness showed late greenup, implying changing phenological patterns. Trend analysis of TRMM derived mean annual precipitation showed no significant change in precipitation over the study period. At local scale, increase in overall and peak annual greenness was associated with woody plant encroachment due to increased moisture availability and reduced fire frequency due to construction of fire breaks in areas under farm/ranch land use. In protected areas, negative overall and peak annual greenness was driven by unmanaged high intensity mega fire events and outside due to anthropogenic land clearing for pastoral agriculture. These results further our understanding of the complex interaction of multiple ecological factors and resultant spatial variability in savanna inter-annual vegetation greenness patterns and are useful for implementing local scale management strategies. (C) 2015 Elsevier Inc. All rights reserved.


英文关键词Greenness trend MODIS time-series Seasonal trend analysis Semi-arid savanna Vegetation morphology Kalahari Rainfall Woody plant encroachment Fire frequency Land use change Google Earth
类型Article
语种英语
国家USA
收录类别SCI-E
WOS记录号WOS:000363815900014
WOS关键词SOUTHERN AFRICA ; LAND DEGRADATION ; ENVIRONMENTAL-CHANGE ; BUSH ENCROACHMENT ; SPATIAL-PATTERNS ; CENTRAL-KALAHARI ; OKAVANGO DELTA ; WOODY COVER ; TIME ; DESERTIFICATION
WOS类目Environmental Sciences ; Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向Environmental Sciences & Ecology ; Remote Sensing ; Imaging Science & Photographic Technology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/190214
作者单位1.Univ Wisconsin, Geog & Earth Sci, La Crosse, WI 54601 USA;
2.Univ Texas Austin, Dept Geog & Environm, Austin, TX 78712 USA;
3.Woods Hole Res Ctr, Falmouth, MA 02540 USA
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Mishra, Niti B.,Crews, Kelley A.,Neeti, Neeti,et al. MODIS derived vegetation greenness trends in African Savanna: Deconstructing and localizing the role of changing moisture availability, fire regime and anthropogenic impact[J],2015,169:192-204.
APA Mishra, Niti B.,Crews, Kelley A.,Neeti, Neeti,Meyer, Thoralf,&Young, Kenneth R..(2015).MODIS derived vegetation greenness trends in African Savanna: Deconstructing and localizing the role of changing moisture availability, fire regime and anthropogenic impact.REMOTE SENSING OF ENVIRONMENT,169,192-204.
MLA Mishra, Niti B.,et al."MODIS derived vegetation greenness trends in African Savanna: Deconstructing and localizing the role of changing moisture availability, fire regime and anthropogenic impact".REMOTE SENSING OF ENVIRONMENT 169(2015):192-204.
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