Institute of Carbon Neutrality, Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing, China.
Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, France.
Glob Chang Biol. 2023 Sep;29(17):5014-5032. doi: 10.1111/gcb.16819. Epub 2023 Jun 18.
River transport of dissolved organic carbon (DOC) to the ocean is a crucial but poorly quantified regional carbon cycle component. Large uncertainties remaining on the riverine DOC export from China, as well as its trend and drivers of change, have challenged the reconciliation between atmosphere-based and land-based estimates of China's land carbon sink. Here, we harmonized a large database of riverine in-situ measurements and applied a random forest model, to quantify riverine DOC fluxes (F ) and DOC concentrations (C ) in rivers across China. This study proposes the first DOC modeling effort capable of reproducing well the magnitude of riverine C and F , as well as its trends, on a monthly scale and with a much wider spatial distribution over China compared to previous studies that mainly focused on annual-scale estimates and large rivers. Results show that over the period 2001-2015, the average C was 2.25 ± 0.45 mg/L and average F was 4.04 ± 1.02 Tg/year. Simultaneously, we found a significant increase in F (+0.044 Tg/year , p = .01), but little change in C (-0.001 mg/L/year, p > .10). Although the trend in C is not significant at the country scale, it is significantly increasing in the Yangtze River Basin and Huaihe River Basin (0.005 and 0.013 mg/L/year, p < .05) while significantly decreasing in the Yellow River Basin and Southwest Rivers Basin (-0.043 and -0.014 mg/L/year, p = .01). Changes in hydrology, play a stronger role than direct impacts of anthropogenic activities in determining the spatio-temporal variability of F and C across China. However, and in contrast with other basins, the significant increase in C in the Yangtze River Basin and Huaihe River Basin is attributable to direct anthropogenic activities. Given the dominance of hydrology in driving F , the increase in F is likely to continue under the projected increase in river discharge over China resulting from a future wetter climate.
河流向海洋输送溶解有机碳(DOC)是区域碳循环的一个关键但量化程度较差的组成部分。中国河流输出的 DOC 仍然存在很大的不确定性,其变化趋势和驱动因素也存在很大的不确定性,这使得基于大气和陆地的中国陆地碳汇估计值之间难以协调一致。在这里,我们协调了一个大型河流原位测量数据库,并应用随机森林模型,量化了中国河流的 DOC 通量(F)和 DOC 浓度(C)。与主要关注年尺度估计和大河的先前研究相比,本研究提出了第一个能够在月度尺度上很好地再现河流 C 和 F 的规模及其趋势的 DOC 建模工作,并且在中国具有更广泛的空间分布。结果表明,在 2001-2015 年期间,平均 C 为 2.25±0.45mg/L,平均 F 为 4.04±1.02Tg/年。同时,我们发现 F 显著增加(0.044Tg/年,p=0.01),而 C 变化不大(0.001mg/L/年,p>0.10)。尽管从国家尺度来看,C 的趋势不显著,但在长江流域和淮河流域显著增加(0.005 和 0.013mg/L/年,p<0.05),而在黄河流域和西南河流流域显著减少(0.043 和-0.014mg/L/年,p=0.01)。与直接人为活动的影响相比,水文学变化在确定中国河流 F 和 C 的时空变化方面发挥了更强的作用。然而,与其他流域不同的是,长江流域和淮河流域 C 的显著增加归因于直接人为活动。鉴于水文在驱动 F 方面的主导地位,在未来湿润气候导致中国河川径流量增加的情况下,F 的增加可能会继续。