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Aboveground biomass and their changes in the eastern Inner Mongolia grasslands during 2001–2011

机译:2001-2011年内蒙古东部草原地上生物量及其变化

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In this study, we evaluated the precision of different regression models correlating grasslands aboveground biomass (AGB) and its corresponding vegetable index (VI). We further identified changes in the size and distribution of AGB and explored the relationships between interannual AGB pattern and climatic factors in the eastern Inner Mongolia grasslands by integrating AGB data collected from 520 sites and vegetation index (VI) derived from MODIS data sets during 2001–2011. Our results are summarized as follows: (1) the exponential model of mean NDVI in peak season for estimation AGB showed the highest precise. (2) During 2001∼2011, grassland AGB averaged 18.78Tg (1Tg=1012g) over a total area of 16.3×104 km2, showing a slight decrease trend in the study area (R2=0.15, p=0.22). The higher AGB density appeared north and northeast (>200 g/m2), and the lower AGB density appeared south and west (<200g/m2). (3) Interannual AGB variation was coupled well with interannual precipitation pattern, and the relationship between AGB and precipitation is positive (R2=0.28, p=0.10). However, we did not find a robust relationship between AGB and the same temporary temperature (R2=0.009, p=0.79). It suggested that the interannual AGB variation was mainly derived by precipitation fluctuation (January–July), and the temperature changes at the corresponding time might be a minor factor.
机译:在这项研究中,我们评估了与草地地上生物量(AGB)及其对应的蔬菜指数(VI)相关的不同回归模型的精度。通过整合从520个站点收集的AGB数据和2001年以来MODIS数据集得出的植被指数(VI),我们进一步确定了AGB大小和分布的变化,并探讨了内蒙古东部草原的年际AGB模式与气候因子之间的关系。 2011。我们的研究结果概括如下:(1)高峰期平均NDVI的指数模型用于估计AGB的精度最高。 (2)2001〜2011年,草地AGB平均面积18.3Tg(1Tg = 10 12 g),总面积为16.3×10 4 km 2 ,显示研究区域略有下降趋势(R 2 = 0.15,p = 0.22)。 AGB密度较高的出现在东北和东北(> 200 g / m 2 ),较低的AGB密度出现在南部和西部(<200g / m 2 )。 (3)年际AGB变化与年际降水模式耦合良好,且AGB与降水的关系为正(R 2 = 0.28,p = 0.10)。但是,我们没有发现AGB与相同的临时温度之间有牢固的关系(R 2 = 0.009,p = 0.79)。这表明年际AGB变化主要是由降水波动(1月至7月)引起的,而相应时间的温度变化可能是次要因素。

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