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Zhang Bichuan Sun Haitao Liang Yunpei Wang Kequan Zou Quanle 《Natural Resources Research》2020,29(4):2467-2480
Natural Resources Research - Coalbed methane (CBM) production in the overlying strata of coal reservoirs is often hampered by the unknown distribution of the mining-induced fractures.... 相似文献
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本文对多元统计分析中目前应用的对应分析方法的原理公式作了重新推导,提出 z_(ij)=(p_(ij)/p_(i.)p_(.j))-1的数据变换公式;并对原始数据作了严格的预处理。最后应用一个实例计算和作图,与简单的因子分析及原用的对应分析成果作了比较。理论和算例都说明本文介绍的对应分析的数据预处理和分析方法较原用方法原理上更正确,应用上更合理,并克服了变量中对各种数据原有的局限性。 相似文献
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本文针对当前国内外有关地图制图学理论问题的阐述,提出地图投影、制图综合和地图符号系统是地图制图学的基础理论;而信息理论等新兴学科的应用是地图制图学的应用理论。在此基础上提出了地图制图学分支学科的划分问题。 相似文献
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Q型聚类分析中变量相关性的处理方法分析 总被引：1，自引：0，他引：1
本文分析了斜交距离法、主成分分析法和马氏距离法等处理原始变量相关性的方法的原理,论述了Q型聚类分析相似性统计量的几种数据处理方法之间的特点及其等价关系,并且用实际算例验证了理论推导的正确性。 相似文献
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Yongjing MA Jinyuan XIN Yining MA Lingbin KONG Kequan ZHANG Wenyu ZHANG Yuesi WANG Xiuqin WANG Yongfeng ZHU 《大气科学进展》2017,34(8):1017-1026
Aerosol observational data for 2012 obtained from Dunhuang Station of CARE-China(Campaign on Atmospheric Aerosol Research Network of China) were analyzed to achieve in-depth knowledge of aerosol optical properties over Dunhuang region. The results showed that the annual average aerosol optical depth(AOD) at 500 nm was 0.32 ± 0.06, and the ?ngstr?m exponent(α) was 0.73 ± 0.27. Aerosol optical properties revealed significant seasonal characteristics. Frequent sandstorms in MAM(March–April–May) resulted in the seasonal maximum AOD, 0.41 ± 0.04, and a relatively smaller αvalue, 0.44 ± 0.04. The tourism seasons, JJA(June–July–August) and SON(September–October–November) coincide with serious emissions of small anthropogenic aerosols. While in DJF(December–January–February), the composition of the atmosphere was a mixture of dust particles and polluted aerosols released by domestic heating; the average AOD and αwere 0.29 ± 0.02 and 0.66 ± 0.17, respectively. Different air masses exhibited different degrees of influence on the aerosol concentration over Dunhuang in different seasons. During MAM, ranges of AOD(0.11–1.18) and α(0.06–0.82) were the largest under the dust influence of northwest-short-distance air mass in the four trajectories. Urban aerosols transported by northwest-short-distance air mass accounted for a very large proportion in JJA and the mixed aerosols observed in SON were mainly conveyed by air masses from the west. In DJF, the similar ranges of AOD and α under the three air mass demonstrated the analogous diffusion effects on regional pollutants over Dunhuang. 相似文献
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Kequan ZHANG Jiakang DUAN Siyi ZHAO Jiankai ZHANG James KEEBLE Hongwen LIU 《大气科学进展》2022,39(7):1167-1183
Total column ozone (TCO) over the Tibetan Plateau (TP) is lower than that over other regions at the same latitude, particularly in summer. This feature is known as the “TP ozone valley”. This study evaluates long-term changes in TCO and the ozone valley over the TP from 1984 to 2100 using Coupled Model Intercomparison Project Phase 6 (CMIP6). The TP ozone valley consists of two low centers, one is located in the upper troposphere and lower stratosphere (UTLS), and the other is in the middle and upper stratosphere. Overall, the CMIP6 models simulate the low ozone center in the UTLS well and capture the spatial characteristics and seasonal cycle of the TP ozone valley, with spatial correlation coefficients between the modeled TCO and the Multi Sensor Reanalysis version 2 (MSR2) TCO observations greater than 0.8 for all CMIP6 models. Further analysis reveals that models which use fully coupled and online stratospheric chemistry schemes simulate the anticorrelation between the 150 hPa geopotential height and zonal anomaly of TCO over the TP better than models without interactive chemistry schemes. This suggests that coupled chemical-radiative-dynamical processes play a key role in the simulation of the TP ozone valley. Most CMIP6 models underestimate the low center in the middle and upper stratosphere when compared with the Microwave Limb Sounder (MLS) observations. However, the bias in the middle and upper stratospheric ozone simulations has a marginal effect on the simulation of the TP ozone valley. Most CMIP6 models predict the TP ozone valley in summer will deepen in the future. 相似文献
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模糊聚类分析方法在划分农业区划评价图中的应用 总被引：3，自引：0，他引：3
客观，真实地评价一个地区农业经济区划差异性和农业经济水平，从而预测该地区未来农业发展水平，制作地区农业生产各部门区划评价图是非常必要的。本文结合某地区山区地域特点，运用多元统计分析中模糊聚类分析的数学方法，用统计信息进行定量分析，使编制出的农业区划专题地图更具有实际应用价值和指导作用。 相似文献