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基于BFAST模型的青藏高原典型草地植被变化特征
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作者 郝爱华 薛娴 +1 位作者 尤全刚 勾朝阳 《山西师范大学学报(自然科学版)》 2024年第4期42-52,共11页
为进一步保护青藏高原草地资源,基于GIMMS NDVI3g产品,采用BFAST模型和线性趋势法分析了1982年—2015年青藏高原高寒草甸和高寒草原生长季NDVI突变特征,揭示了不同时段两种草地生长季NDVI时空变化规律.结果表明:(1)高寒草甸生长季NDVI... 为进一步保护青藏高原草地资源,基于GIMMS NDVI3g产品,采用BFAST模型和线性趋势法分析了1982年—2015年青藏高原高寒草甸和高寒草原生长季NDVI突变特征,揭示了不同时段两种草地生长季NDVI时空变化规律.结果表明:(1)高寒草甸生长季NDVI突变发生在1988、1998和2010年,高寒草原生长季NDVI突变发生在1995、2002和2010年.(2)高寒草甸生长季NDVI在1982年—1988年变化速率为0.0021/a(P>0.05),1988年—1998年、1998年—2010年和2010年—2015年三个时段均呈下降趋势.高寒草原生长季NDVI在1982年—1995年、1995年—2002年和2002年—2010年均呈增加趋势,增长速率最大为1995年—2002年(0.0015/a,P<0.05),2010年—2015年则呈下降趋势.(3)空间上,高寒草甸生长季NDVI显著下降的面积占比在1998年—2010年为34.45%(P<0.05),2010年—2015年为17.05%(P<0.05);高寒草原生长季NDVI显著增加面积占比在1982年—1995年为29.35%(P<0.05),1995年—2002年为39.13%(P<0.05),2002年—2010年为19.03%(P<0.05). 展开更多
关键词 NDVI BFAST模型 植被突变 高寒草地 青藏高原
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Abrupt vegetation shifts caused by gradual climate changes in central Asia during the Holocene 被引量:4
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作者 ZHAO Yan LIU YaoLiang +3 位作者 GUO ZhengTang FANG KeYan LI Quan CAO XianYong 《Science China Earth Sciences》 SCIE EI CAS CSCD 2017年第7期1317-1327,共11页
Understanding the response of ecosystems to past climate is critical for evaluating the impacts of future climate changes.A large-scale abrupt shift of vegetation in response to the Holocene gradual climate changes ha... Understanding the response of ecosystems to past climate is critical for evaluating the impacts of future climate changes.A large-scale abrupt shift of vegetation in response to the Holocene gradual climate changes has been well documented for the Sahara-Sahel ecosystem. Whether such a non-linear response is of universal significance remains to be further addressed. Here,we examine the vegetation-climate relationships in central Asia based on a compilation of 38 high-quality pollen records. The results show that the Holocene vegetation experienced two major abrupt shifts, one in the early Holocene(Shift I, establishing shift) and another in the late Holocene(Shift II, collapsing shift), while the mid-Holocene vegetation remained rather stable. The timings of these shifts in different regions are asynchronous, which are not readily linkable with any known abrupt climate shifts,but are highly correlated with the local rainfalls. These new findings suggest that the observed vegetation shifts are attributable to the threshold effects of the orbital-induced gradual climate changes. During the early Holocene, the orbital-induced precipitation increase would have first reached the threshold for vegetation "establishment" for moister areas, but significantly later for drier areas. In contrast, the orbital-induced precipitation decrease during the late Holocene would have first reached the threshold, and led to the vegetation "collapse" for drier areas, but delayed for moister areas. The well-known 4.2 kyr BP drought event and human intervention would have also helped the vegetation collapses at some sites. These interpretations are strongly supported by our surface pollen-climate analyses and ecosystem simulations. These results also imply that future climate changes may cause abrupt changes in the dry ecosystem once the threshold is reached. 展开更多
关键词 Fossil pollen Vegetation response Threshold effects Holocene climate Central Asia
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