Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.rse.2006.08.009 |
Determinants of the interannual relationships between remote sensed photosynthetic activity and rainfall in tropical Africa | |
Camberlin, P.; Martiny, N.; Philippon, N.; Richard, Y. | |
通讯作者 | Camberlin, P. |
来源期刊 | REMOTE SENSING OF ENVIRONMENT
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ISSN | 0034-4257 |
出版年 | 2007 |
卷号 | 106期号:2页码:199-216 |
英文摘要 | The response of photosynthetic activity to interannual rainfall variation,, in Africa South of the Sahara is examined using 20 years (1981-2000) of Normalised Difference Vegetation Index (NDVI) AVHRR data. Linear correlations and regressions were computed between annual NDVI and annual rainfall at a 0.5 degrees latitude/longitude resolution, based on two gridded precipitation datasets (Climate Prediction Center Merged Analysis of Precipitation [CMAP] and Climatic Research Unit [CRU]). The spatial patterns were then examined to detect how they relate to the mean annual rainfall amounts, land-cover types as from the Global Land Cover 2000 data set, soil properties and soil types. Yearly means were computed starting from the beginning of the vegetative year (first month after the minimum of the NDVI mean regime), with a one-month lead for rainfall. One third of tropical Africa displays significant (95% c.l.) correlations between interannual NDVI variations and those of rainfall. At continental scale, soil types and soil properties are only minor factors in the overall distribution of the correlations. Mean annual rainfall amounts and land-cover types are much more discriminating. The largest correlations, mostly over 0.60, are distinctly found in semi-arid (200-600 mm annual rainfall) open grassland and cropland areas. The presence of one of these two determinants (semi-aridity, and favourable land-cover type, i.e. open grassland and cropland) in the absence of the other does not systematically result in a significant correlation between rainfall and NDVI. By contrast, NDVI variations are independent from those of rainfall in markedly and environments and in most forest and woodland areas. This results from a low signal-to-noise ratio in the former, and the fact that precipitation is generally not a limiting factor in the latter. The marginal response of NDVI to a given increase/decrease in rainfall, as described by the slope of the regression, displays a similar pattern to that of the correlation, with maximum slopes in seim-arid regions, except that a weaker response is noted in more densely populated areas, suggesting an incidence of particular land-use and agricultural practises. One-year lag relationships between annual rainfall and NDVI in the next year were also considered. Ten percent of the grid-points show significant correlations, but the spatial patterns remain difficult to interpret. (c) 2006 Elsevier Inc. All rights reserved. |
英文关键词 | NDVI vegetation rainfall land cover soil properties interannual variability Africa |
类型 | Article |
语种 | 英语 |
国家 | France |
收录类别 | SCI-E |
WOS记录号 | WOS:000243701500006 |
WOS关键词 | DIFFERENCE VEGETATION INDEX ; LAND-COVER CHANGES ; SOUTHERN AFRICA ; USE EFFICIENCY ; NOAA-AVHRR ; SEMIARID BOTSWANA ; NDVI RESPONSE ; SOIL-MOISTURE ; DYNAMICS ; CLIMATE |
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/2XILL650/155862 |
作者单位 | (1)Univ Bourgogne, CNRS, Ctr Rech Climatol, UMR 5210, F-21000 Dijon, France |
推荐引用方式 GB/T 7714 | Camberlin, P.,Martiny, N.,Philippon, N.,et al. Determinants of the interannual relationships between remote sensed photosynthetic activity and rainfall in tropical Africa[J],2007,106(2):199-216. |
APA | Camberlin, P.,Martiny, N.,Philippon, N.,&Richard, Y..(2007).Determinants of the interannual relationships between remote sensed photosynthetic activity and rainfall in tropical Africa.REMOTE SENSING OF ENVIRONMENT,106(2),199-216. |
MLA | Camberlin, P.,et al."Determinants of the interannual relationships between remote sensed photosynthetic activity and rainfall in tropical Africa".REMOTE SENSING OF ENVIRONMENT 106.2(2007):199-216. |
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