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中国科尔沁沙地半干旱沙质玉米农田生态系统碳通量的季节和年际变化。

Variations in seasonal and inter-annual carbon fluxes in a semi-arid sandy maize cropland ecosystem in China's Horqin Sandy Land.

机构信息

Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, 320 Donggang West Road, Lanzhou, 730000, China.

University of Chinese Academy of Sciences, Beijing, 100049, China.

出版信息

Environ Sci Pollut Res Int. 2022 Jan;29(4):5295-5312. doi: 10.1007/s11356-021-15751-z. Epub 2021 Aug 21.

Abstract

Sandy cropland ecosystems are major terrestrial ecosystems in semi-arid regions of northern China's Horqin Sandy Land, where they play an important role in the regional carbon balance. Continuous observation of the CO flux was conducted from 2014 to 2018 using the eddy covariance technique in a sandy maize cropland ecosystem in the Horqin Sandy Land. We analyzed carbon fluxes (the net ecosystem exchange (NEE) of CO, ecosystem respiration (R), and the gross primary productivity (GPP) and their responses to environmental factors at different temporal scales using Random Forest models and correlation analysis. We found that the sandy cropland was a carbon sink, with an annual mean NEE of -124.4 g C m yr. However, after accounting for carbon exports and imports, the cropland became a net carbon source, with net biome production ranging from -501.1 to -266.7 g C m yr. At a daily scale, the Random Forest algorithm revealed that photosynthetic photon flux density, soil temperature, and soil moisture were the main drivers for variation of GPP, R, and NEE at different integration periods. At a monthly scale, GPP and R increased with increasing leaf area index (LAI), so the maize ecosystem's carbon sequestration capacity increased with increasing LAI. At an annual scale, water availability (precipitation and irrigation) played a dominant role in explaining inter-annual variability of GPP and R. Affected by climate (e.g., precipitation) and field management (e.g., cultivation, irrigation), carbon fluxes differed greatly between years in the maize system.

摘要

沙质农田生态系统是中国北方科尔沁沙地半干旱地区的主要陆地生态系统,对区域碳平衡起着重要作用。2014 年至 2018 年,我们采用涡度相关技术对科尔沁沙地沙质玉米农田生态系统进行了连续 CO2通量观测。我们利用随机森林模型和相关分析,分析了不同时间尺度下的碳通量(CO2 的净生态系统交换(NEE)、生态系统呼吸(R)和总初级生产力(GPP)及其对环境因子的响应。结果表明,沙质农田是一个碳汇,年平均 NEE 为-124.4 g C m yr。然而,考虑到碳的输出和输入后,农田成为一个净碳源,净生物生产范围为-501.1 至-266.7 g C m yr。在日尺度上,随机森林算法表明,光合有效辐射通量密度、土壤温度和土壤水分是不同积分期 GPP、R 和 NEE 变化的主要驱动因素。在月尺度上,GPP 和 R 随叶面积指数(LAI)的增加而增加,因此玉米生态系统的碳固存能力随 LAI 的增加而增加。在年尺度上,水分可用性(降水和灌溉)在解释 GPP 和 R 的年际变异性方面起着主导作用。受气候(如降水)和田间管理(如耕作、灌溉)的影响,玉米系统中碳通量在不同年份差异很大。

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