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基于因子分析法的泥石流预测模型 被引量:4
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作者 邓玖林 《甘肃水利水电技术》 2018年第7期26-30,42,共6页
搜集台湾省南投县部分泥石流事件资料,参考前人对泥石流发生的影响因子研究,选取有效集水区面积、主沟长度、集水区平均坡度、累积雨量、峰值雨强与崩塌率6个因子作为对泥石流发生有重要作用的影响因子。分析各因子间Sperman相关系数,... 搜集台湾省南投县部分泥石流事件资料,参考前人对泥石流发生的影响因子研究,选取有效集水区面积、主沟长度、集水区平均坡度、累积雨量、峰值雨强与崩塌率6个因子作为对泥石流发生有重要作用的影响因子。分析各因子间Sperman相关系数,采用因子分析法对选取的因子进行降维处理,得到3个主因子,即地形地貌因子、水源因子、物源因子。计算各主因子的因子得分,由因子得分作为自变量,采用费雪判别法建立判别函数。以判别结果和验证结果考察模型的预测效果,并与直接判别分析的结果作对比。结果表明:经因子分析法降维处理后的判别分析消除了多重共线影响,模型的准确度与直接判别分析相比有所提高。 展开更多
关键词 泥石流预测 因子分析法 费雪判别法 南投地区
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The Projection of Temperature and Precipitation over China under RCP Scenarios using a CMIP5 Multi-Model Ensemble 被引量:84
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作者 XU Chong-Hai XU Ying 《Atmospheric and Oceanic Science Letters》 2012年第6期527-533,共7页
Climate changes in 21st century China are described based on the projections of 11 climate models under Representative Concentration Pathway (RCP) scenarios. The results show that warming is expected in all regions of... Climate changes in 21st century China are described based on the projections of 11 climate models under Representative Concentration Pathway (RCP) scenarios. The results show that warming is expected in all regions of China under the RCP scenarios, with the northern regions showing greater warming than the southern regions. The warming tendency from 2011 to 2100 is 0.06°C/10 a for RCP2.6, 0.24°C/10 a for RCP4.5, and 0.63°C/10 a for RCP8.5. The projected time series of annual temperature have similar variation tendencies as the new greenhouse gas (GHG) emission scenario pathways, and the warming under the lower emission scenarios is less than under the higher emission scenarios. The regional averaged precipitation will increase, and the increasing precipitation in the northern regions is significant and greater than in the southern regions in China. It is noted that precipitation will tend to decrease in the southern parts of China during the period of 2011-2040, especially under RCP8.5. Compared with the changes over the globe and some previous projections, the increased warming and precipitation over China is more remarkable under the higher emission scenarios. The uncertainties in the projection are unavoidable, and further analyses are necessary to develop a better understanding of the future changes over the region. 展开更多
关键词 PROJECTION RCP scenarios China
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