Institute of Agriculture Remote Sensing and Information System Application, Zhejiang University, Hangzhou 310029, China.
J Integr Plant Biol. 2008 Dec;50(12):1580-8. doi: 10.1111/j.1744-7909.2008.00696.x.
Net primary productivity (NPP) is a key component of energy and matter transformation in the terrestrial ecosystem, and the responses of NPP to global change locally and regionally have been one of the most important aspects in climate-vegetation relationship studies. In order to isolate causal climatic factors, it is very important to assess the response of seasonal variation of NPP to climate. In this paper, NPP in Xinjiang was estimated by NOAA/AVHRR Normalized Difference Vegetation Index (NDVI) data and geographic information system (GIS) techniques. The impact of climatic factors (air temperature, precipitation and sunshine percentage) on seasonal variations of NPP was studied by time lag and serial correlation ageing analysis. The results showed that the NPP for different land cover types have a similar correlation with any one of the three climatic factors, and precipitation is the major climatic factor influencing the seasonal variation of NPP in Xinjiang. It was found that the positive correlation at 0 lag appeared between NPP and precipitation and the serial correlation ageing was 0 d in most areas of Xinjiang, which indicated that the response of NPP to precipitation was immediate. However, NPP of different land cover types showed significant positive correlation at 2 month lag with air temperature, and the impact of which could persist 1 month as a whole. No correlation was found between NPP and sunshine percentage.
净初级生产力(NPP)是陆地生态系统能量和物质转化的关键组成部分,NPP 对全球变化的响应在气候-植被关系研究中一直是最重要的方面之一。为了隔离因果气候因素,评估 NPP 对气候季节变化的响应非常重要。本文利用 NOAA/AVHRR 归一化植被指数(NDVI)数据和地理信息系统(GIS)技术估算了新疆的 NPP。通过时滞和序列相关老化分析研究了气候因子(气温、降水和日照百分率)对 NPP 季节变化的影响。结果表明,不同土地覆盖类型的 NPP 与三个气候因子中的任何一个都有相似的相关性,降水是影响新疆 NPP 季节变化的主要气候因子。研究发现,新疆大部分地区 NPP 与降水呈正相关,且在 0 时滞处呈正相关,序列相关老化为 0d,表明 NPP 对降水的响应是即时的。然而,不同土地覆盖类型的 NPP 与气温在 2 个月时滞处呈显著正相关,其影响可整体持续 1 个月。NPP 与日照百分率之间没有相关性。