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基于遥感-过程耦合模型的1988~2004年青海三江源区净初级生产力模拟
  • 期刊名称:植物生态学报
  • 时间:0
  • 页码:254-269
  • 语言:中文
  • 分类:X171.1[环境科学与工程—环境科学] S759.9[农业科学—森林经理学;农业科学—林学]
  • 作者机构:[1]中国科学院地理科学与资源研究所,北京100101
  • 相关基金:中国科学院西部行动计划资助项目(KZCX2-XB2-06-03)、国家自然科学基金(30500064和40501048)和国家科技支撑项目(2006BAC-08800)青海省环境监测中心站提供了用于模型验证的地面样方数据,中国气象局气象卫星中心提供了遥感数据,中国科学院地理科学与资源研究所“三江源生态监测本底年综合评估”项目组提供了Landsat遥感解译的土地覆盖图,特此致谢
  • 相关项目:基于地面观测和卫星遥感的植被光能利用率研究
中文摘要:

三江源区不仅是地处青藏高原的全球气候变化的敏感区,也是我国甚至亚洲最重要河流的上游关键源区。作为提供物质基础的植被净初级生产力(Net primary production,NPP),是评价生态系统状况的重要指标。该文应用已在碳通量观测塔验证,扩展到区域水平的遥感.过程耦合模型GLOPEM-CEVSA,以空间插值的气象数据和1km分辨率的AVHRR遥感反演的FPR数据为模型主要输入,模拟并分析了1988-2004年该区MPP时空格局及其控制机制。结果表明,该区植被平均NPP为143.17gC·m^2·a^-1,呈白东南向西北逐渐降低的空间格局,其中,以森林NPP最高(267.90gC·m^2·a^-1),其次为农田(222.94gC·m^2·a^-1)、草地(160.90gC·m^2·a^-1)和湿地(161.36gC·m^2·a^-1),荒漠最低(36.13gC·m^2·a^-1)。其年际变化趋势在空间上呈现出明显的差异,西部地区NPP表现为增加趋势,每10a增加7.8~28.8gC·m^2;而中、东部表现为降低趋势,每10a降低13.1~42.8gC·m^2。根据显著性检验,NPP呈增加趋势(趋势斜率b〉0),显著性水平高于99%-95%的区域占研究区总面积的13.43%和20.34%,主要分布在西部地区;NPP呈降低趋势(趋势斜率b〈0),显著性水平高于99%和95%的区域占研究区面积的0.75%和3.77%,主要分布在中、东部地区,尤以该区长汀和黄河等沿线区分布更为集中,变化显著性也更高。三江源NPP的年际变化趋势的气候驱动力分析表明,整个区域水平上该地区植被生产力受气候变化的主导,西部地区暖湿化趋势,造成了该地区生产力较为明显的、大范围的增加趋势;但东、中部地区则主要受人类活动的影响,特别是长江、黄河等河流沿线,是人类居住活动密集的地区,造成这些地区放牧压力较大、草地退化严重,而该地区暖干化趋势加剧了这一过程。

英文摘要:

Aims The "Three-River Headwaters" Region, as the headwaters of important rivers and an area sensitive to global climate change, has become a recent research focus. Our objective is to model and assess the spatial-temporal pattern of net primary production (NPP) and its control mechanisms. Methods We applied the GLOPEM-CEVSA model, which has been validated with carbon flux observation in forest, grassland and cropland. The main inputs are spatially interpolated meteorological data and fraction of photosynthetically active radiation absorbed by vegetation canopy, using 1 km resolution of the Advanced Very High Resolution Radiometer of the National Oceanic and Atmospheric Admini- stration in 1988-2004. Important findings Modeled NPP ranged from 36.13 gC·m^2·a^-1 for desert to 267.90gC·m^2·a^-1 for forest, and the mean was 143.17gC·m^2·a^-1. Spatially, NPP decreased from southeast to northwest, as influenced by geography and climate. Variability of NPP was the largest in desert (41.75%), was similar for cropland (25.93%), grassland (22.31%) and wetland (24.72%) and was the smallest in forest (20.79%). During 1988-2004, NPP increased at the rate of 7.8-28.8gC·m^2 per 10 years in the western area, but decreased 13.1-42.8 gC·m^2 per 10 years in the central and eastern areas. At 99 and 95% significance levels, the area with NPP increasing (regression slope b 〉 0) was 13.43% and 20.34%, respectively, of the whole area, and mainly distributed in the western region, while the area with NPP decreasing (b 〈 0) was 0.75% and 3.77%, respectively, of the whole area and distributed in the central and western areas and was more concentrated near the main rivers at higher significance levels. Increases of NPP in the western area may have been affected by increasing temperature and precipitation, while central and eastern areas may have been impacted by human activities, especially along the Yangtze, Yellow and other rivers with intensive human habitation and where the warmer and drier

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