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卫星观测伊朗的大气 CO 和水储量变化。

Satellite observation of atmospheric CO and water storage change over Iran.

机构信息

Department of Environmental Sciences, Natural Resources Faculty, Tarbiat Modares University, Noor, Mazandaran, Iran.

Institute of Geodesy, University of Stuttgart, Stuttgart, Germany.

出版信息

Sci Rep. 2023 Feb 21;13(1):3036. doi: 10.1038/s41598-023-28961-x.

Abstract

Like many other Middle East countries, Iran has been suffering from severe water shortages over the last two decades, as evidenced by significant decline in surface water and groundwater levels. The observed changes in water storage can be attributed to the mutually reinforcing effects of human activities, climatic variability, and of course the climate change. The objective of this study is to analyze the dependency of atmospheric CO increase on the water shortage of Iran, for which we investigate the spatial relationship between water storage change and CO concentration using large scale satellite data. We conduct our analysis using water storage change data from GRACE satellite and atmospheric CO concentration from GOSAT and SCIAMACHY satellites during 2002-2015. To analyze the long-term behavior of time series we benefit from Mann-Kendal test and for the investigation of the relationship between atmospheric CO concentration and total water storage we use Canonical Correlation Analysis (CCA) and Regression model. Our Results show that the water storage change anomaly and CO concentration are negatively correlated especially in northern, western, southwest (Khuzestan province), and also southeast (Kerman, Hormozgan, Sistan, and Baluchestan provinces) of Iran. CCA results reveal that in the most of northern regions, the decrease in water storage is significantly influenced by the increase of CO concentration. The results further show that precipitation in the highland and peaks does not seem to be influenced by the long and short-term variation in CO concentration. Besides, our results show that the CO concentration is slightly correlated with a weak positive trend in evapotranspiration over agricultural areas. Thus, the indirect effect of CO on increasing evapotranspiration is observed spatially in the whole of Iran. The results of the regression model between total water storage change and carbon dioxide (R = 0.91)/water discharge/water consumption show that carbon dioxide has the highest effect on total water storage change at large scale. The results of this study will contribute to both water resource management and mitigation plans to achieve the goal of CO emission reduction.

摘要

与许多其他中东国家一样,伊朗在过去二十年中一直遭受严重的水资源短缺,这表现在地表水和地下水水位的显著下降。观测到的储水变化可归因于人类活动、气候变异性以及气候变化的相互增强效应。本研究的目的是分析大气 CO 增加对伊朗水资源短缺的依赖关系,为此我们利用卫星大数据研究了储水变化与 CO 浓度之间的空间关系。我们利用 GRACE 卫星的储水变化数据以及 GOSAT 和 SCIAMACHY 卫星的大气 CO 浓度数据,对 2002-2015 年期间的储水变化和 CO 浓度进行了分析。为了分析时间序列的长期行为,我们受益于 Mann-Kendal 检验,为了研究大气 CO 浓度与总储水量之间的关系,我们使用典型相关分析(CCA)和回归模型。结果表明,储水变化异常与 CO 浓度呈负相关,特别是在伊朗北部、西部、西南部(胡齐斯坦省)以及东南部(克尔曼、霍尔木兹甘、锡斯坦和俾路支省)。CCA 结果表明,在大部分北部地区,储水量的减少明显受到 CO 浓度增加的影响。结果进一步表明,高山和山顶的降水似乎不受 CO 浓度的长期和短期变化的影响。此外,我们的结果表明,CO 浓度与农业区蒸散量的微弱正趋势呈弱相关。因此,在整个伊朗,CO 对蒸散量增加的间接影响在空间上是可以观察到的。总储水变化与二氧化碳(R=0.91)/水排放量/水耗量之间的回归模型的结果表明,在大尺度上,二氧化碳对总储水变化的影响最大。本研究的结果将有助于水资源管理和减排计划,以实现 CO 减排目标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd24/9944277/8ecd3e775a66/41598_2023_28961_Fig1_HTML.jpg

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