基于改进区域气候模拟的澳大利亚东南部降雨侵蚀力预测

IF 3.5 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
Qinggaozi Zhu, Xihua Yang, Fei Ji, Zheyuan Du
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引用次数: 0

摘要

降雨侵蚀力是土壤侵蚀过程中最动态的因素之一。高降雨侵蚀力造成的土壤侵蚀加剧,以及随之而来的土壤养分流失,可能导致粮食生产和生态系统服务减少。在新南威尔士州(NSW)气候变化适应战略下,该研究项目评估了未来气候条件下新南威尔士州的降雨模式变化、降雨侵蚀力和侵蚀风险。采用修正土壤流失通用方程(RUSLE)方法模拟日降雨侵蚀力和侵蚀风险,并与观测降水数据驱动的日降雨侵蚀力和侵蚀风险进行比较。利用更新后的NSW和Australian区域气候模拟(NARCliM1.5)对RCP4.5和RCP8.5两个未来情景(从历史(1986-2005)到远未来(2060-2079)的日降水预估,研究了未来降雨侵蚀力和土壤侵蚀风险变化。预计在RCP 4.5下,新南威尔士州的年平均降雨侵蚀力将增加约8%,在RCP 8.5下,由于预测的温度上升,将进一步减少5%。预计夏季(12月至1月至2月)将出现更频繁的强降雨事件,这些极端降雨事件的降雨量预计将占远未来年总降雨量的51%。与观测所得的侵蚀力相比,narclimm所得的结果低估了年降雨侵蚀力。在高降雨量地区,不稳定性(均方根误差[RMSE]: 803.2)和侵蚀不确定性(偏差:16%~48%)较大。在月尺度上,干燥月份(6月- 7月- 8月)变得更干燥,而潮湿月份(12月- 1月- 2月)变得更潮湿,侵蚀性更强。在RCP4.5情景下,预计新南威尔士州67%的地区将经历降雨侵蚀力增加,而在高端排放情景(rcp8.5)下,新南威尔士州的大部分地区将转向干旱及其后续影响。为了应对新南威尔士州沿海和东北部过度潮湿以及新南威尔士州西部日益干旱的双重挑战,有必要根据高风险地区和月度或季节性条件制定气候变化适应管理策略。随着NARCliM2.0的推出,我们期望通过更高时空分辨率的更精确的模型和数据来进一步改进这些预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rainfall Erosivity Projection in South-East Australia Using the Improved Regional Climate Simulations

Rainfall erosivity is one of the most dynamic factors in the soil erosion process. The increase in soil erosion caused by high rainfall erosivity, and the subsequent loss of soil nutrients, can lead to reduced food production and ecosystem services. This research program under the New South Wales (NSW) Climate Change Adaptation Strategy, assesses rainfall pattern change, rainfall erosivity and erosion risk across NSW under future climate conditions. Daily rainfall erosivity and erosion risk were modelled by Revised Soil Loss Universal Equation (RUSLE) approach and compared with that driven by observed rainfall data. Future rainfall erosivity and soil erosion risk change were investigated from daily precipitation projection of the updated NSW and Australian Regional Climate Modelling (NARCliM1.5) for two future scenarios, RCP4.5 and RCP8.5, from the historical (1986–2005) to far future (2060–2079) periods. The annual average rainfall erosivity is projected to increase about 8% under RCP 4.5 and further decrease 5% under RCP 8.5 in NSW due to the predicted temperature rises. More frequent heavy rainfall events are projected to occur during summer (December–January–February), and the rainfall from these extreme rainfall events is expected to account for 51% of the total annual rainfall in the far future. NARCliM-derived results underestimate annual rainfall erosivity compared with observation-derived erosivity. There are greater instability (root mean squared error [RMSE]: 803.2) and erosivity uncertainty (Bias: 16%~48%) in high rainfall zones. At a monthly scale, dry months (June–July–August) are becoming drier, while wet months (December–January–February) are becoming wetter and more erosive. 67% of NSW is predicted to experience increased rainfall erosivity under RCP4.5, whereas most of NSW will shift to drought and its consequent effects under the high-end emission scenario (RCP 8.5). To address the dual challenges of excessive wetness in coastal and north-east NSW and increasing aridity in Western NSW, it is necessary to develop climate change adaptation management strategies based on high-risk areas and monthly or seasonal conditions. With the emerging launch of NARCliM2.0, we anticipate further improvements of these predictions will be achieved by more accurate models and data at higher spatial and temporal resolutions.

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来源期刊
International Journal of Climatology
International Journal of Climatology 地学-气象与大气科学
CiteScore
7.50
自引率
7.70%
发文量
417
审稿时长
4 months
期刊介绍: The International Journal of Climatology aims to span the well established but rapidly growing field of climatology, through the publication of research papers, short communications, major reviews of progress and reviews of new books and reports in the area of climate science. The Journal’s main role is to stimulate and report research in climatology, from the expansive fields of the atmospheric, biophysical, engineering and social sciences. Coverage includes: Climate system science; Local to global scale climate observations and modelling; Seasonal to interannual climate prediction; Climatic variability and climate change; Synoptic, dynamic and urban climatology, hydroclimatology, human bioclimatology, ecoclimatology, dendroclimatology, palaeoclimatology, marine climatology and atmosphere-ocean interactions; Application of climatological knowledge to environmental assessment and management and economic production; Climate and society interactions
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