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1.
YANG Qingsheng YOU Xibin ZHANG Hongxian Kevin MWENDA WANG Yuandong HUANG Ying 《中国地理科学(英文版)》2020,(1):157-169
Reference values of erythrocyte sedimentation rate(ESR)are the key to interpret ESR blood test in clinic.The common local reference ESR values are more accuracy in blood test that are established with natural geographical factors by using the multiple linear regression(MLR)model and the artificial neural network(ANN).These knowledge-based methods have limitations since the knowledge domains of ESR and natural geographical factors are limited.This paper presents a new cases-depended model to establish reference ESR values with natural geographical factors and location using case-based reasoning(CBR)since knowledge domain of ESR and geographical factors is weak.Overall 224 local normal ESR values of China that calculated from 13623 samples were obtained,and the corresponding natural geographical factors and location that include altitude,sunshine hours,relative humidity,temperature,precipitation,annual temperature range and annual average wind speed were obtained from the National Geomatics Center of China.CBR was used to predict the unseen local reference ESR values with cases.The average absolute deviation(AAD),mean square error(MSE),prediction accuracy(PA),and Pearson correlation coefficient(r)between the observed and estimated data of proposed model is 33.07%,9.02,66.93% and 0.78,which are better than those of ANN and MLR model.The results show that the proposed model provides higher prediction accuracy than those of the artificial neural network and multiple linear regression models.The predicted values are very close to the observed values.Model results show significant agreement of cases data.Consequently,the model is used to predict the unseen local reference ESR with natural geographical factors and location.In spatial,the highest ESR reference areas are distributed in the southern-western district of China that includes Sichuan,Chongqing,Guangxi and Guizhou provinces,and the reference ESR values are greater than 23 mm/60 min.The higher ESR reference values are distributed in the middle part and northern-eastern of China which include Hubei,Henan,Shaanxi,Shanxi,Jilin and Heilongjiang provinces,and the reference ESR values are greater than 18 mm/60min.The lowest ESR reference values are distributed in the northern-western of China that includes Tibet and Xinjiang,and the reference ESR values are lower than 5 mm/60min. 相似文献
2.
Spatial variability of soil carbon to nitrogen ratio and its driving factors in Ili River valley,Xinjiang, Northwest China 总被引：1，自引：0，他引：1
Soil carbon to nitrogen(C/N) ratio is one of the most important variables reflecting soil quality and ecological function,and an indicator for assessing carbon and nitrogen nutrition balance of soils.Its variation reflects the carbon and nitrogen cycling of soils.In order to explore the spatial variability of soil C/N ratio and its controlling factors of the Ili River valley in Xinjiang Uygur Autonomous Region,Northwest China,the traditional statistical methods,including correlation analysis,geostatistic alanalys and multiple regression analysis were used.The statistical results showed that the soil C/N ratio varied from 7.00 to 23.11,with a mean value of 10.92,and the coefficient of variation was 31.3%.Correlation analysis showed that longitude,altitude,precipitation,soil water,organic carbon,and total nitrogen were positively correlated with the soil C/N ratio(P 0.01),whereas negative correlations were found between the soil C/N ratio and latitude,temperature,soil bulk density and soil p H.Ordinary Cokriging interpolation showed that r and ME were 0.73 and 0.57,respectively,indicating that the prediction accuracy was high.The spatial autocorrelation of the soil C/N ratio was 6.4 km,and the nugget effect of the soil C/N ratio was 10% with a patchy distribution,in which the area with high value(12.00–20.41) accounted for 22.6% of the total area.Land uses changed the soil C/N ratio with the order of cultivated land grass land forest land garden.Multiple regression analysis showed that geographical and climatic factors,and soil physical and chemical properties could independently explain 26.8%and 55.4% of the spatial features of soil C/N ratio,while human activities could independently explain 5.4% of the spatial features only.The spatial distribution of soil C/N ratio in the study has important reference value for managing soil carbon and nitrogen,and for improving ecological function to similar regions. 相似文献
3.
So-called free economic region is a special region without jurisdiction of customs, delimited by one country. There are mainly
four types of free economic region, that is, commercial type of free economic region —free port, industrial type of free economic
region — export processing area, integrated commercial and trade type of free economic region — free trade zone, and scientific
and technological type of free economic region — scientific industrial park. With the development of free economic region
of different countries, besides free economic region within one country, there appear transnational border free economic region
established by two or multiple countries. Analysing favorable factors and unfavorable factors to establish the free economic
region for China and Russia, for example, China and Russia have land boundary line of 4282.7 km; China and Russia may strengthen
overall cooperation in politics, military, economy, science and technology, culture, etc. making full use of geographical
factors of the two countries, borders; there is a strong complementarity in resources, labour force etc. for China and Russia;
strengthening the Sino-Russian economic trade cooperation is needed, the authors proposed a conception and selected four comparative
ideal locations for establishing the Sino-Russian border free economic region: Manzhouli-Zabaikalye Free Economic Region,
Heihe-Blagoveshchensk Free Economic Region, Suifenhe-Pogranichnyy Free Economic Region, Hunchun-Hasan Free Economic Region.
Finally the principles and patterns for establishing free economic region are discussed. 相似文献
4.
高密度脂蛋白胆固醇（HDL-C）可以有效促进人体内胆固醇的代谢外排,其水平的高低与患心血管疾病的风险呈负相关关系,是心血管疾病的预防与保护因素。厘清我国中老年人群HDL-C水平的地理分异特征及环境影响因素,对我国心血管疾病防治工作的开展有重要意义。论文基于中国中老年人纵向追踪调查,利用全局空间自相关、冷热点分析等方法阐释中国中老年人群HDL-C水平的空间分异特征及变化趋势,同时对比引入随机森林回归模型及多元线性回归方法探讨HDL-C水平空间分布的环境影响因素及其指示作用。结果表明：中国中老年人群HDL-C水平表现为女性高于男性、农村高于城镇,具有明显的地域差异性,整体呈现出“北低南高,中间过渡”的分布格局,且北方出现了以内蒙古、河北、辽宁为代表的低值聚集区,南方出现了以广东、广西、云南为代表的高值聚集区;SO2、NO2、降水、气压、PM10和PM2.5是影响中老年人群HDL-C水平差异分布的主要环境因素,其中高浓度的空气污染物是造成HDL-C值较低的危险因素,充沛的降水和低压环境是防治HDL-C值较低的保护因素。因此,今后关于HDL-C血脂异常防控工作在全国各地应注重其空间分布规律,重点加强对HDL-C低值区的监测,以达到因地制宜、精准防控的目的。 相似文献
5.
Comprehensive evaluation of rural courtyard utilization efficiency: A case study in Shandong Province,Eastern China 总被引：1，自引：0，他引：1
《山地科学学报》2020,17(9):2280-2295
China is implementing the strategy of Rural Revitalization. Revitalizing idle and inefficient utilization courtyards is an important measure for rural revitalization. The evaluation of courtyard utilization efficiency is the basis of determining the idle and inefficient utilization courtyards in order to revitalizing it. This study provided a reference for the optimal use of rural courtyard utilization and revitalization through the quantitative comprehensive evaluation of courtyard utilization efficiency and the classification of courtyard utilization types. Taking Shandong Province in Eastern China as study area, we selected eight surveyed villages by stratified sampling method. According to the scale of the villages, full survey and sample survey were used, while middleaged men who familiar with the courtyards were selected as the respondents. Through a household questionnaire survey and face-to-face interviews from2017 to 2018, 578 questionnaires of rural courtyardsin eight villages were obtained. Then based on the functions of rural courtyard and land resource conditions, 16 comprehensive factors were formulated,involving land conditions, construction conditions and economic benefits, to build the comprehensive evaluation index system of rural courtyard utilization efficiency. Next the index weight was determined by analytic hierarchy process, and the linear weighted regression model was used to evaluate the utilization efficiency of rural courtyard. Finally, the K-means clustering analysis was used to classify the utilization efficiency of courtyards. The results showed that among the eight villages, the average utilization efficiency of courtyards was moderate(one village was low, five were moderate, and two were high). The proportions of both idle and inefficiently utilized courtyards were high. There were three vital factors leading to the idle and low efficiency of rural courtyards. They were declining rural industries,limited arable land per capita, and more farmer workers. In this case, the utilization efficiency of courtyards should be improved by transferring rural land, developing secondary and tertiary industries,evaluating the development potential of villages,classifying and optimizing courtyard utilization, so as to make full use of idle and inefficient courtyards,increase the income of farmers and collectives and promote the revitalization of rural areas. 相似文献
6.
This study introduces a method to quantify the scenic value of wetland landscapes and provides the guidance on the allocation of efforts for the purpose of preserving the most important environments.Dongting Lake,a traditional tourist location,is one of the five largest freshwater lakes in China and a Grade 5A National Scenic Region. This study objectively analyzes the scenic resources of South Dongting Lake,and presents a model based on Quantification TheoryⅠto assess wetland scenic landscapes.Employing a multilinear regression relationship between land-scape factors and their associated scenic value,we built up the Wetland Landscape Quantification Model(WLQM), which was used to classify 221 landscapes into five grades.Finally,some suggestions are proposed regarding quantitative assessment and its use for the sustainable development of wetland environments. 相似文献
7.
已有滑坡敏感性研究中对评价指标的选取可以归结为气象、水文、地形、地质、植被、人类活动等方面,这些因子指标来源不一,在缺少数据资料地区难以完整收集。针对这个问题,考虑到目前DEM数据的广泛可获得性及其对滑坡评价的重要性,本文仅利用DEM数据及其派生因子,研究土质滑坡敏感性评价的可行性。研究中把评价因子分为2组：第1组数据仅由DEM派生,包括高程、坡度、坡向、地形起伏度、曲率、水流强度指数（Stream Power Index, SPI）、沉积运输指数（Sediment Transport Index, STI）、地形湿度指数（Topographic Wetness Index, TWI）;第2组数据作为对照组,除了包括上述DEM派生的8个因子外,同时加入植被覆盖度、土地利用、土壤类型、年均降雨量因子。本文分别选取逻辑回归模型和证据权法,基于上述2组评价因子,以德化县为例对比2组因子评价结果,利用第1组和第2组数据进行滑坡敏感性评价,结果精度分别为73%和83%。结果表明,仅利用DEM数据进行土质滑坡敏感性评价方法可行,可以为缺乏资料区滑坡敏感性评价提供借鉴。 相似文献
8.
西南矿区山体崩塌成因机制分析及防治对策 总被引：1，自引：0，他引：1
杜蜀宾 《地球科学与环境学报》2004,26(1):89-92
西南地区的矿区具有相似的地理、地质环境,通过四川芙蓉煤矿白岩崩塌的典型实例,对西南矿区山体崩塌的成灾环境进行调查研究,揭示了西南矿区山体崩塌的成因机制,并简要提出了对该煤矿开发与综合治理建议,指出了加强防治工作的紧迫性,强调开展系统工程防灾的重要性,并为该煤矿解决正常采掘接替及工作面的布置问题作出了科学的指导. 相似文献
9.
PANJun XINGLi-xin LIBai-shou MENGTao 《中国地理科学(英文版)》2005,15(2):168-172
The value of application of three-dimensional visualization and animation technique in dynamic simulation of geographical landscape formation is analyzed and, in particular, how to simulate the formation and evolvement of geographical landscape in temporal dimension is discussed thoroughly. Based on various modeling tools in 3DS MAX and original DEM data of the study area acquired from topographic map, real three-dimensional terrain model is generated by using the method of three-dimensional mesh approximation through DEM interpolating and surface modeling, which leads to the realization of the dynamic visualization and simulation of volcanic landscape, formation and evolvement. Furthermore, the dynamic three-dimensional visual virtual scenery of the formation and evolvement of the volcano in the Changbai Mountains of Jilin, China, is constructed. The applicability, potential, and corresponding technique of using 3DS MAX to dynamically simulate the formation of geographical landscape are expatiated. 相似文献
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12.
Rocky land desertification and its driving forces in the karst areas of rural Guangxi,Southwest China 总被引：8，自引：0，他引：8
With a subtropical climate, Guangxi Zhuang Autonomous Region has a typical karst landscape. Rocky desertification has become a serious environmental issue due to its high vulnerability caused by the joint effect of natural settings and human activities, because of which its eco- environment has been deteriorated in recent years, and farmland has been disappearing sharply at the same time. This, in turn, has exacerbated the poverty level in the rural areas of the region. In this study, we monitored the spatial distribution of rocky land desertification and its temporal evolution using Landsat TM/ETM images of 1985, 1995, 2000 and 2005. We also analyzed the driving forces of the desertification and its expansion. Through constructing regression models by using all the relevant variables and considering the lagged effects as well as fixed effects, we quantified the exact role of different factors causing rocky land desertification in the study area with some new findings. The new findings in this study are greatly helpful for preserving, restoring and reconstructing the degraded mountain environment in Guangxi and other karst areas in Southwest China, and also for alleviating poverty in the rural areas in the future. 相似文献
13.
我国手足口病时空分布特征的GIS分析 总被引：1，自引：0，他引：1
手足口病是一种常见传染病。近几年在我国多次暴发且发病人数显著增加,引起了我国政府和社会各界的广泛关注。目前,对手足口病的研究主要集中在医学领域,而在宏观尺度上的时空分布特征研究及其重点地区分布研究等方面均较少。本文探索应用地理信息系统(GIS)的工具和方法,对2008-2009年中国疾病预防控制信息系统收集的手足口病监测数据进行统计计算、空间可视化和空间分析,得到我国手足口病疫情的时空分布与动态变化特征。研究表明:(1)尽管全国均有手足口病的报告病例,但各省之间发病情况差异较大,且区域内的发病情况也存在较显著差异,一般在人口密度和人口流动性均较大的城市疫情较严重;(2)手足口病在我国的流行高峰期为4-7月,比国外相关研究中的描述提前了一个月;(3)5-6月,我国手足口病的高发区分布明显由南向北移动。(4)2008-2009年,我国手足口病患者98%以上为托幼儿童、散居儿童和学生。鉴此分析,本文提出了具有时间、空间和人群针对性的防控手足口病暴发流行的科学建议。 相似文献
14.
金活动态测量法在红壤区与干旱黄土区找矿中的应用 总被引：1，自引：0，他引：1
文雪琴 《地球科学与环境学报》2007,29(4):369-373
用金属活动态提取法在广西与山西黄土区进行试验研究,发现在山西黄土区,利用金的水提取态含量偏低,异常不明显,而金的粘土结合态、有机物结合态和铁锰氧化物结合态异常清晰地反映在矿体上方;而在雨量充沛的广西红壤区,金的水提取态和铁锰氧化物结合态异常较好,而粘土结合态金异常效果不太理想。研究结果表明在这两个地区应用金属活动态测量法进行找矿研究时,可以对其提取有利的相态来进行靶位确定。 相似文献
15.
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16.
《中国地理科学(英文版)》2019,(2)
In recent years, the large scale and frequency of severe air pollution in China has become an important consideration in the construction of livable cities and the physical and mental health of urban residents. Based on the 2016-year urban air quality index(AQI) data published by the Ministry of Environmental Protection of China, this study analyzed the spatial and temporal characteristics of air quality and its influencing factors in 338 urban units nationwide. The analysis provides an effective scientific basis for formulating national air pollution control measures. Four key results are shown. 1) Generally, air quality in the 338 cities is poor, and the average annual values for urban AQI and air pollution in 2016 were 79.58% and 21.22%, respectively. 2) The air quality index presents seasonal changes, with winter spring autumn summer and a u-shaped trend. 3) The spatial distribution of the urban air quality index shows clear north-south characteristic differences and a spatial agglomeration effect; the high value area of air pollution is mainly concentrated in the North China Plain and Xinjiang Uygur Autonomous Region. 4) An evaluation of the spatial econometric model shows that differences in urban air quality are due to social, economic, and natural factors. 相似文献
17.
CONSTRAINING FACTORS TO SUSTAINABLE UTILIZATION OF WATER RESOURCES AND THEIR COUNTERMEASURES IN CHINA 总被引：1，自引：0，他引：1
ZHAIJin-liang FENGRen-guo XIAJun 《中国地理科学(英文版)》2003,13(4):310-316
This paper discusses the constraining factors to sustainable utilization of water resources in China,and the countermeasures to realize sustainable water utilization.The result of comprehensive analysis shows that constraining factors to sustainable utilization of water resources in China are complicated, including physical geographi cal factors and socio-economic factors, such as uneven distribution of water resources at temporal and spatial scales,inappropriate institutional arrangement and non-water-saving and non-water-conservation production and life mode.The countermeasures against constraining factors to water resources sustainable development are put forward as follows: l) using wetlands and forests, and through spatial conversion to realize temporally sustainable supply of water resources; 2) transferring water between basins and areas and developing various water resources in water shortagearea; 3) establishing water-saving society; 4) strengthening water pollution control and water resources protection;and 5) establishing unified water resources management mechanism. 相似文献
18.
本文以福建省漳浦县沿海区域为研究对象,利用2005年的CBERS-02数据和2000年的ETM+数据,进行沿海防护林快速提取研究。通过分析沿海防护林和沿海地区其他典型地物在原始波段、归一化植被指数ND-VI和非线性波段比NLBR的光谱特征,提出了适用于不同传感器的沿海防护林快速提取方法。研究发现,综合利用NDVI大于阈值1和NLBR小于阈值2,可以实现沿海防护林的快速提取,而阈值可以根据NDVI和NLBR的散点图确定。该方法对具有绿、红和近红外3个波段的不同传感器数据均有一定的参考价值。研究区2000年2005年间,沿海防护林减少的面积是增加面积的1.46倍,政府相关部门应该加大对防护林的管理和建设力度,增强沿海地区防御自然灾害的能力。 相似文献
19.
饮食地理文化作为地域文化中最具地方特色的重要元素,在现代人口大规模流动背景下呈现出全新的多样化局面,而基于传统认知的“南甜北咸”的地域分异已然不能代表中国现代食甜分布的空间特征。因此,本文采用网络爬虫技术,获取我国大陆31个省会城市共计约2000万条美食消费数据,从传统类菜品、主食类菜品、饮料类和甜品类菜品4个方面计算城市食甜度,在ArcGIS、MySQL软件支持下,借助GIS空间分析和数理统计方法探究我国现代食甜习惯的空间分布特征,分析影响食甜分布的因素。研究发现：① 中国食甜在空间分布上存在显著的地域分异特征,聚类分析评价参数R 2高达0.88,现代食甜习惯总体呈现“东高北中,西微内低”的包围式格局;② 从整体抑或局部角度,在1%显著性水平上莫兰指数均为正,中国食甜分布呈现显著的空间正相关关系,形成特色鲜明的3个地理集聚区,即以苏浙沪闽为主的东南沿海高甜集聚区,以渝黔川为主的西南内陆低甜集聚区和以陕宁为主的西北内陆低甜集聚区;③ 构建了中国现代食甜习惯分布影响因素模型,其拟合精度为0.82,分析结果显示降水、湿度、气温等气象要素及地理位置是影响现代我国食甜空间分布的重要因素。 相似文献
20.
Agricultural land use optimal allocation system in developing area: Application to Yili watershed, Xinjiang Region 总被引：1，自引：0，他引：1
In developing countries, land productivity involves little market, where the agricultural land use is mainly determined by the food demands as well as the land suitability. The land use pattern will not ensure everywhere enough land for certain cropping if spatial allocation just according to land use suitability. To solve this problem, a subzone and a pre-allocation for each land use are added in spatial allocation module, and land use suitability and area optimization module are incorporated to constitute a whole agricultural land use optimal allocation (ALUOA) system. The system is developed on the platform .Net 2005 using ArcGIS Engine (version 9.2) and C# language, and is tested and validated in Yili watershed of Xinjiang Region on the newly reclaimed area. In the case study, with the help of soil data obtained from 69 points sampled in the fieldwork in 2008, main river data supplied by the Department of Water Resources of Xinjiang Uygur Autonomous Region in China, and temperature data provided by Data Center for Resources and Environmental Sciences, Chinese Academy of Sciences, land use suitability on eight common crops are evaluated one by one using linear weighted summation method in the land use suitability model. The linear programming (LP) model in area optimization model succeeds to give out land area target of each crop under three scenarios. At last, the land use targets are allotted in space both with a six subzone file and without a subzone file. The results show that the land use maps with a subzone not only ensure every part has enough land for every crop, but also gives a more fragmental land use pattern, with about 87.99% and 135.92% more patches than the one without, while at the expense of loss between 15.30% and 19.53% in the overall suitability at the same time. 相似文献