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Geometric quality assessment of trajectory‐generated VGI road networks based on the symmetric arc similarity 
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下载免费PDF全文 Haiyang Lyu Yehua Sheng Ningning Guo Baoqun Huang Siyang Zhang 《Transactions in GIS》2017,21(5):984-1009
As large amounts of trajectories from a wide variety of Volunteered Geographic Information (referred to as VGI) contributors pour into the spatial database, the geometric qualities of the VGI road networks generated from these trajectories are different from the ground truth road dataset and so need to be differently assessed. To address this issue, an assessment approach based on symmetric arc similarity is proposed, and the geometric quality of a VGI road network is assessed by its conformity with the corresponding ground truth road network, the results being visualized as hierarchical thematic maps. To compute the conformity, the geometric similarity between the VGI road arc and the corresponding ground truth road arc, which is selected by the adaptive searching distance, is measured based on the symmetric arc similarity method; the geometric quality is assessed based on an assessment matrix. Also, the symmetric arc similarity method is independent of directions and with a feature of shift‐independence, which is applicable to assess the geometric qualities of different VGI road networks and makes the assessment result consistent with the actual situation of the real world. The robustness and scalability of the approach are examined using VGI road networks from different sources. 相似文献
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通过对橄榄河温泉盖层和热储层地质体的岩性和构造特征分析,依据水化学数据,利用Piper三角图解法、同位素水文学方法和地球化学温标等方法,对橄榄河温泉地下热水的水化学类型、补给机制、热储特征和冷热水混合机制等关键问题进行了分析。结果表明地下热水源于大气降水补给,且地下热水在上升至地表的过程中与浅层冷水发生着混合,冷水混入比例约为62%~64%;温泉水化学类型为HCO3 -Na型,表明热水化学组分与围岩化学成分之间具有耦合关系;地下热水循环深度约2 070 m,橄榄河温泉的成因受控于柯街深大断裂,其控制着地下热水的储存、运移和混合程度。研究成果填补了橄榄河热泉的相关研究空白,为该温泉的开发利用提供了科学支撑。 相似文献
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利用威宁站逐日地面降雪观测资料和L波段雷达每天08时、20时的探空资料,采用数理统计方法,分析2008—2019年探空各规定标准等压面温度、湿度和风向风速的分布特征,找出其降雪预报指标,建立降雪预报模型。结果表明：①威宁降雪天气主要与中低层的湿度及其风向风速、近地面~500 hPa的温度关系密切;②降雪预报模型主要包含湿度指标（H近地面≥80%、H700≥80%、H600≥60%）、温度指标（T近地面≤0.5 ℃、T700≤-1.2 ℃、T600≤-4.8 ℃、T500≤-8.2 ℃）和风向风速指标（V近地面≤5 m·s-1、V600≥17 m·s-1）3个方面,随着高度的增加,风速增大,南北风切变明显;当湿度、温度指标同时满足时,直接判断将有降雪天气出现,不再进行风向风速指标的判别;③预报模型对2020年冬季(12月、1月、2月)降雪进行检验,其预报准确率达70%,预报可靠性高,对威宁降雪预报具有较强的指导性。 相似文献
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基于组合预测法、生产函数和笔者前期关于气候变化对西藏粮食产量定量影响的工作,对考虑气候变化影响的未来西藏县（区）级尺度粮食供需平衡状况进行预测。结果表明：① 西藏粮食产量较高的区域集中在一江两河等河谷地带,西藏粮食需求量较大的地区主要在人口较多的县市,未来肉类消费增加将会消耗更多的饲料用粮。② 西藏粮食供需平衡状况南北分异明显,南部河谷地区相对较好,北部羌塘高原较差。③ 当前西藏不能实现考虑口粮、饲料粮、工业用粮、种子用粮和损耗5种需求总和的粮食供需平衡,全区自给率为70.58%,2030年和2050年分别下降至62.59%和53.55%。虽然西藏总需求不能完全自给,但仍能保障口粮自给。④ 气候变化整体上对自给率为正面影响。到2030年和2050年,气候变化将使自治区粮食自给状况提升2.45%和2.09%。研究有助于掌握未来西藏粮食安全状况,规划农业布局,以期保障边疆粮食安全、促进高原农业可持续发展。 相似文献
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Soil carbon stock and flux in plantation forest and grassland ecosystems in Loess Plateau,China 总被引：1，自引：1，他引：0
Carbon sequestration occurs when cultivated soils are re-vegetated. In the hilly area of the Loess Plateau, China, black locust(Robinia pseudoacacia) plantation forest and grassland were the two main vegetation types used to mitigate soil and water loss after cultivation abandonment. The purpose of this study was to compare the soil carbon stock and flux of these two types of vegetation which restored for 25 years. The experiment was conducted in Yangjuangou catchment in Yan′an City, Shaanxi Province, China. Two adjacent slopes were chosen for this study. Six sample sites were spaced every 35–45 m from summit to toe slope along the hill slope, and each sample site contained three sampling plots. Soil organic carbon and related physicochemical properties in the surface soil layer(0–10 cm and 10–20 cm) were measured based on soil sampling and laboratory analysis, and the soil carbon dioxide(CO2) emissions and environmental factors were measured in the same sample sites simultaneously. Results indicated that in general, a higher soil carbon stock was found in the black locust plantation forest than that in grassland throughout the hill slope. Meanwhile, significant differences in the soil carbon stock were observed between these two vegetation types in the upper slope at soil depth 0–10 cm and lower slope at soil depth 10–20 cm. The average daily values of the soil CO2 emissions were 1.27 μmol/(m2·s) and 1.39 μmol/(m2·s) for forest and grassland, respectively. The soil carbon flux in forest covered areas was higher in spring and less variation was detected between different seasons, while the highest carbon flux was found in grassland in summer, which was about three times higher than that in autumn and spring. From the carbon sequestration point of view, black locust plantation forest on hill slopes might be better than grassland because of a higher soil carbon stock and lower carbon flux. 相似文献
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森林生态系统是一个庞大的碳储备系统,在当前气候变暖条件下,温度变化会对森林生态系统的碳收支过程产生重要影响。该文选择长白山温带针阔混交林森林生态系统（CBS）作为研究对象,利用多年通量及小气候观测资料分析该生态系统碳收支过程对温度的响应特征,结果显示该温带森林碳交换的季节变化特征十分明显。生态系统总初级生产力GPP、生态系统呼吸Re和净生态系统碳交换NEE在2003—2008年的月平均变化显示,碳收支3个组分最大值均出现在夏季,GPP最大值出现在7月,Re最大值主要出现在8月,NEE负方向的最大值主要出现在6月或7月,表现为碳吸收。在日尺度和月尺度对温度的响应上,GPP和Re都是随温度（气温和5 cm土壤温度）呈显著的指数升高形式。在日尺度上和月尺度上, NEE对气温的响应皆是分段线性形式,先是随气温的上升而正向增大,表现为碳排放;当超过临界温度,随气温的继续上升而负值增大,表现为碳吸收。根据温度、GPP、Re以及NEE的季节的变化,每年达到最大的GPP、Re以及NEE的最适温度均不同,这表明了在气温变化的背景下,生态系统的最适温度也在随之改变,也表明了不考虑其它因素的影响,在气候变暖的背景下,长白山针阔混交林森林生态系统的GPP、Re随气温的升高增大,而NEE随气温的升高而减小。 相似文献
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Water Resources - In existing studies, external factors, such as hydrologic, hydraulic, and decision-making uncertainties, have been widely recognized as major risk source in reservoir flood... 相似文献
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Soil moisture is crucial to vegetation restoration in karst areas, and climate factors and vegetation restoration are key factors affecting changes in soil moisture. However, there is still much controversy over the long-term changes in soil moisture during vegetation restoration. In order to reveal the changes in soil moisture during vegetation restoration, we conducted long-term positioning monitoring of soil moisture at 0–10 and 10–20 cm on secondary forests sample plot (SF, tree land) and shrubs sample plot (SH, shrub land) in karst areas from 2013 to 2020. The results showed that the aboveground biomass of SF and SH increased by 50% and 240%, respectively, and the soil moisture of the SF and SH showed an increasing trend. When shrubs are restored to trees in karst areas, the soil moisture becomes more stable. However, the correlation coefficients (R2) between the annual rainfall and the annual average soil moisture of SF and SH are 0.84 and 0.55, respectively, indicating that soil moistures in tree land are more affected by rainfall. The soil moisture of shrubs and trees are relatively low during the months of alternating rainy and dry seasons. Rainfall has a very significant impact on the soil moisture of tree land, while air temperature and wind speed have a significant impact on the soil moisture of tree land, but the soil moistures of shrub land are very significantly affected by rainfall and relative humidity. Therefore, during the process of vegetation restoration from shrubs to trees, the main meteorological factors that affect soil moisture changes will change. The results are important for understanding the hydrological processes in the ecological restoration process of different vegetation types in karst areas. 相似文献
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