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中国风蚀景观面积变化与地表风场强度的关系 被引量:17
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作者 张国平 刘纪远 +2 位作者 张增祥 赵晓丽 周全斌 《地理学报》 EI CSCD 北大核心 2002年第1期1-10,共10页
利用遥感调查的1995-2000年中国土地利用成果进行中国风蚀景观变化过程的分类,对不同风蚀景观发展过程进行了地理分区。探讨风蚀景观变化的方向和速度,特别是土地发生风蚀沙漠化的趋势。在中国近400个气象站点1999年... 利用遥感调查的1995-2000年中国土地利用成果进行中国风蚀景观变化过程的分类,对不同风蚀景观发展过程进行了地理分区。探讨风蚀景观变化的方向和速度,特别是土地发生风蚀沙漠化的趋势。在中国近400个气象站点1999年每日4次观测数据的基础上,进行风向频率、风场强度及风能参数的计算,分析风速频率Weibull分布的形状参数k和幅度参数c。利用GIS方法生成覆盖中国的1km网格,对风场强度等数据进行空间化处理,生成中国地表风速空间分布数据。在此基础上,分析1999年风速变化状况并探讨风场的变化过程。利用RWEQ风蚀预报模型中的计算方法生成了的风场强度指数。结合风场强度数据,进行风蚀区内风蚀景观变化类型分布数据的对比,指出强风场的存在促使中国西北广大干旱区的草地和耕地遭到破坏,并探讨了风能对土壤风力侵蚀和风蚀景观的驱动过程。同时,在分析风能与风蚀景观空间分布关系的基础上探讨了降低土壤风蚀的措施。最后指出了建立风速和风向驱动下的不同景观的土壤颗粒侵蚀和堆积量模型的重要性。 展开更多
关键词 土壤力侵蚀 WEIBULL分布 土地利用 中国 地表风
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风沙区道路工程路域近地表风的运动特性 被引量:4
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作者 奚成刚 范庆春 《公路交通科技》 CAS CSCD 北大核心 2013年第3期25-31,共7页
风是影响土壤风蚀及风沙害强度的核心因子,在研究道路工程路域风力侵蚀规律及控制方法时,各类重塑地貌单元对近地表风况影响的研究至关重要。以集宁至二连浩特段铁路为依托,针对道路工程建设中不同重塑地貌单元对近地表风速的影响进行... 风是影响土壤风蚀及风沙害强度的核心因子,在研究道路工程路域风力侵蚀规律及控制方法时,各类重塑地貌单元对近地表风况影响的研究至关重要。以集宁至二连浩特段铁路为依托,针对道路工程建设中不同重塑地貌单元对近地表风速的影响进行了野外观测试验。结果表明,近地表在受到各种地形单元的影响后,其风速廓线仍然满足对数规律或分段对数规律,只不过对数表达式中的有效高程不再是测点处地面绝对高程;水平风速场因地形变化而变化,迎风边坡由坡底到坡顶风速逐渐增加,其增加比例与坡长成线性函数关系;背风边坡上风速从坡顶至坡脚变化为先是在坡顶下方急剧减小,然后再缓慢减小的过程。 展开更多
关键词 道路工程 场特性 野外观测试验 地表风 沙区
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江汉平原地表风场对几种典型低空流场的响应 被引量:3
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作者 周军 徐传玉 《大气科学》 CSCD 北大核心 1993年第6期678-687,共10页
本文用改进的Mass-Dempsey一层中尺度模式,模拟江汉平原附近梅雨期4种典型低空流型影响下的地表流场,发现低空流型对地表风场有重要影响.当低空切变线控制时平原地表有辐合系统新生发展,而其它流型控制时地表只维持辐散流场,模拟结果还... 本文用改进的Mass-Dempsey一层中尺度模式,模拟江汉平原附近梅雨期4种典型低空流型影响下的地表流场,发现低空流型对地表风场有重要影响.当低空切变线控制时平原地表有辐合系统新生发展,而其它流型控制时地表只维持辐散流场,模拟结果还表明该地地面风场有明显的日变化. 展开更多
关键词 地表风 模式响应 低空流型
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在风力发电中应用多普勒声波雷达的地表风的预测
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作者 蔡千华 《风力发电》 2002年第4期50-50,49,共2页
关键词 力发电 多普勒声波雷达 地表风 观测
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森林环境近地表自然风的动态特性 被引量:4
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作者 朱守林 李文彬 +1 位作者 华丽 戚春华 《北京林业大学学报》 CAS CSCD 北大核心 2004年第6期90-93,共4页
森林环境近地表自然风动态特性是森林环境风场、森林防火理论和室内空调设备送风模式等相关研究的基础.该文通过对北京林业大学鹫峰试验林场森林环境中的近地表自然风采样分析,研究了近地表自然风在二维方向的动态特性.研究结果表明主... 森林环境近地表自然风动态特性是森林环境风场、森林防火理论和室内空调设备送风模式等相关研究的基础.该文通过对北京林业大学鹫峰试验林场森林环境中的近地表自然风采样分析,研究了近地表自然风在二维方向的动态特性.研究结果表明主风向风速的速度均值和方差较大,但平均湍流强度却小于侧向风的平均湍流强度;自然风的风向变化非常显著,当风速均值较小时,风向角度的标准差较大,当风速均值较大时,风向角度的标准差较小;主风向与侧风向的二维风速分布呈正偏态分布,二维风速分布的偏度系数γ3>0,峰度系数γ4>3.其中,侧风向速度分布的偏度系数和峰度系数均明显大于主风向的对应值;近地表自然风在主风向与侧风向的二维风速信号均表现出很高的随机性.此外,主风向与侧风向的二维风速信号间的相关性很低. 展开更多
关键词 森林环境 地表 自然 动态特性
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北京八达岭地区近地层风谱特性 被引量:7
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作者 骆箭原 朱瑞兆 《太阳能学报》 EI CAS CSCD 北大核心 1993年第4期279-287,共9页
根据北京八达岭地区104米气象塔上八个层次(100,70,50,30,20,15,10,5米)的梯度观测资料,计算了21个不同情况的大风个例的水平风功率谱和各层之间的交叉谱,给出了平均情况下频率范围,从约2.25×10^(-4)周/秒至0.5周/秒的各层的功率... 根据北京八达岭地区104米气象塔上八个层次(100,70,50,30,20,15,10,5米)的梯度观测资料,计算了21个不同情况的大风个例的水平风功率谱和各层之间的交叉谱,给出了平均情况下频率范围,从约2.25×10^(-4)周/秒至0.5周/秒的各层的功率谱和交叉谱图。通过分析,发现在十几分钟到几秒钟这个宽广的频域内都存在能量的显著峰值,这一结论与过去的传统观点有所不同。通过对不同高度之间的交叉谱分析,发现各个不同高度之间水平风功率谱存在十分明显的关系,并且低频部分比高频部分更为明显,两个层次之间的高度相距越近关系越好。为了与在工程力学中广为应用的经验谱进行比较,还计算了折减功率谱,并拟合出了折减谱方程。此外,还对风速观测时距取值进行了讨论,并提出了不同看法。 展开更多
关键词 八达岭 北京 地表风 力能源
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风能——最具前景的可再生能源
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作者 翟光明 《可再生能源》 CAS 2005年第4期53-53,共1页
我国可开发利用的地表风电资源约为10亿kW,其中陆地2.5亿kW,海上7.5亿kW,如果扩展到50-60m以上高空,风力资源将有望扩展到20-25亿kW。如果能开发出其中的2/3,将能提供约15亿kW的电力,再加上约5亿kW的水电,将能大幅度补充2050... 我国可开发利用的地表风电资源约为10亿kW,其中陆地2.5亿kW,海上7.5亿kW,如果扩展到50-60m以上高空,风力资源将有望扩展到20-25亿kW。如果能开发出其中的2/3,将能提供约15亿kW的电力,再加上约5亿kW的水电,将能大幅度补充2050年所需电力的缺额。 展开更多
关键词 可再生能源 开发利用 力资源 电资源 地表风 大幅度 扩展 电力
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风筝发电机
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作者 唐丹妮 Makani Power 《科技创业》 2012年第10期30-35,共6页
地球上最强大的风能存在于距离地表3000米以上的大气对流层,风的时速超过100千米,而且不像地表风那样多变。如果风车要达到这样的高度,其造价难以想象,美国Makani公司的工程师团队从风筝冲浪得来灵感,希望用导电索将高空风能获取下来。... 地球上最强大的风能存在于距离地表3000米以上的大气对流层,风的时速超过100千米,而且不像地表风那样多变。如果风车要达到这样的高度,其造价难以想象,美国Makani公司的工程师团队从风筝冲浪得来灵感,希望用导电索将高空风能获取下来。如果他们成功,北美东海岸及中国海岸线都将无需划出大量土地而成为优良的发电场,因其也是高空风能最密集的所在。 展开更多
关键词 发电机 大气对流层 ni公司 地表风 工程师 发电场
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Progresses and future directions on yardangs
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作者 DING Zhaojing LAI Zhongping WANG Jiang 《地球环境学报》 CSCD 2024年第4期566-582,共17页
Background,aim,and scope Yardang is a kind of typical wind-eroded landform in arid zones both on Earth and other planets.Their geomorphic process records the surface changes and climate,which may play a vital role in ... Background,aim,and scope Yardang is a kind of typical wind-eroded landform in arid zones both on Earth and other planets.Their geomorphic process records the surface changes and climate,which may play a vital role in exploring the coupled landform-atmosphere system in arid zones.Recently,significant progresses have been made in this research field,and a review is still absent,which is the aim of the paper.Materials and methods Previous studies on the distribution,composition,morphology,and climatic driving force of yardang landform were reviewed.Results Earth yardang’s three evolutionary models were generalized:morphology evolution model,altitude evolution model and climate driven evolution model.Extraterrestrial yardang and its evolution are also summarized:the morphology is dominated by long ridges on Venus and Titan,and three yardang evolution hypotheses and an indirect dating method based on stratigraphic contact have been studied on Mars.Discussion In this study,firstly,the definition and morphology of yardang were described to define its characteristics.Secondly,we argue that yardang evolution has two dimensions:short-term variation and longterm variation.In the short-term variation,the morphological evolution of yardang on earth can be divided into four stages:embryonic stage,juvenile stage,mature stage,and demise stage.In the long-term variation,the evolution of yardang on earth is climate-driven,i.e.,it is controlled by atmospheric circulation changes during glacial-interglacial periods.Thirdly,yardang research on extraterrestrial bodies was also summarized:yardang has been found on Mars,Venus,and Titan,and the research focus by far are on geomorphology only.Conclusions(1)Yardang landform is an erosion landform with alternating ridges and troughs,with main form of whale back shape and fluctuations in the range of aspect ratios;(2)the short-term variation of yardang is manifested in its morphological evolution and height change,while the long-term variation is climate-driven;(3)based on Earth yardang,extraterrestrial yardang research has been carried out on Mars,Venus,and Titan.Recommendations and perspectives We then proposed that:(1)yardang formation ages,due to the erosion characteristics,are difficult to constraint;(2)the wind erosion capacity in the yardang areas might have been severely underestimated,making it essential to re-evaluate the previous paleoclimate reconstruction in the closed basins with limited chronological data;(3)yardang evolution is driven by climate change,but the coupling relationship between the yardang geomorphy and the air circulation is still unclear.Finally,future research directions:(1)more chronological data are needed,as well as the wind erosion capacity for yardang initiation and development;(2)the co-evolution of mid-low latitude landforms involved in yardang long-term variation and its relationship with global atmospheric circulation. 展开更多
关键词 yardang landform evolutionary model CHRONOLOGY wind erosion surface process
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Ocean surface currents retrieval based on the satellite remote sensing data 被引量:1
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作者 安玉柱 陈奕德 +2 位作者 张韧 王辉赞 陈建 《Marine Science Bulletin》 CAS 2013年第2期46-58,共13页
The ocean surface currents are reconstructed from the satellite remote sensing data containing altimeter-derived sea surface height and QuikSCAT satellite-derived wind data. Based on the method proposed by Lagerloef, ... The ocean surface currents are reconstructed from the satellite remote sensing data containing altimeter-derived sea surface height and QuikSCAT satellite-derived wind data. Based on the method proposed by Lagerloef, a global weekly 0.5°×0.5°ocean surface current product was obtained over the period 2000 - 2008 by combining the geostrophic currents estimated from sea surface height with Ekman current estimated from the wind stress. Particularly, weight functions were introduced when calculating the Ekman currents to eliminate the discontinuity near 25°S and 25°N. These satellite-derived currents have been compared with TAO current meter and the SCUD product, respectively. The comparison showed that satellite-derived currents not only could capture the characteristics of ocean surface currents but also had high accuracy and reliability. The result showed that this innovatory method was effective. 展开更多
关键词 satellite altimeter data QuikSCAT wind field surface geostrophic current Ekman current
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Difference in the Interdecadal Variability of Spring and Summer Sensible Heat Fluxes over Northwest China 被引量:9
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作者 ZHOU Lian-Tong 《Atmospheric and Oceanic Science Letters》 2009年第2期119-123,共5页
The present study investigates the difference in interdecadal variability of the spring and summer sensible heat fluxes over Northwest China by using station observations from 1960 to 2000. It was found that the sprin... The present study investigates the difference in interdecadal variability of the spring and summer sensible heat fluxes over Northwest China by using station observations from 1960 to 2000. It was found that the spring sensible heat flux over Northwest China was greater during the period from the late 1970s to the 1990s than during the period from the 1960s to the mid-1970s. The summer sensible heat flux was smaller in the late 1980s through the 1990s than it was in the 1970s through the early 1980s. Both the spring and summer land-air temperature differences over Northwest China displayed an obvious interdecadal increase in the late 1970s. Both the spring and summer surface wind speeds experienced an obvious interdecadal weakening in the late 1970s. The change in the surface wind speed played a more important role in the interdecadal variations in sensible heat flux during the summer, whereas the change in the land-air temperature difference was more important for the interdecadal variations in sensible heat flux in the spring. This difference was related to seasonal changes in the mean land-air temperature difference and the surface wind speed. Further analysis indicated that the increase in the spring land surface temperature in Northwest China was related to an increase in surface net radiation. 展开更多
关键词 sensible heat flux land-air temperature difference surface wind speed surface net radiation
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Surface movement and deformation characteristics due to high- intensive coal mining in the windy and sandy region 被引量:34
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作者 Zhenqi Hu Chao Chen +2 位作者 Wu Xiao Xinjing Wang Mingjie Gao 《International Journal of Coal Science & Technology》 EI 2016年第3期339-348,共10页
As China's energy strategy moving westward, the surface movement and deformation characteristics due to high-intensive coal mining in the windy and sandy region become a research hotspot. Surface movement observation... As China's energy strategy moving westward, the surface movement and deformation characteristics due to high-intensive coal mining in the windy and sandy region become a research hotspot. Surface movement observation stations were established to monitor movement and deformation in one super-large working face. Based on field measurements, the surface movement and deformation characteristics were obtained, including angle parameters, subsidence prediction parameters, etc. Besides, the angle and subsidence prediction parameters in similar mining areas are summarized; the mechanism of surface movement and deformation was analyzed with the combination of key stratum theory, mining and geological conditions. The research also indicates that compared with conventional working faces, uniform subsidence area of the subsidence trough in the windy and sandy region is larger, the trough margins are relative steep and deformation values present convergence at the margins, the extent of the trough shrink towards the goaf and the influence time of mining activities lasts shorter; the overlying rock movement and breaking characteristics presents regional particularity in the study area, while the single key stratum, thin bedrock and thick sand that can rapidly propagate movement and deformation are the deep factors, contributing to it. 展开更多
关键词 Windy and sandy region High-intensive mining Surface movement and deformation Key stratum
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A Forest Fire Risk Assessment Using ASTER Images in Peninsular Malaysia 被引量:2
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作者 PENG Guang-xiong LI Jing +1 位作者 CHEN Yun-hao NORIZAN Abdul-patah 《Journal of China University of Mining and Technology》 EI 2007年第2期232-237,共6页
Based on the physical concept of heat energy of pre-ignition,a new fire susceptibility index (FSI) is used to estimate forest fire risk. This physical basis allows calculation of ignition probabilities and comparisons... Based on the physical concept of heat energy of pre-ignition,a new fire susceptibility index (FSI) is used to estimate forest fire risk. This physical basis allows calculation of ignition probabilities and comparisons of fire risk across eco-regions. The computation of the index requires inputs of fuel temperature and fuel moisture content (FMC),both of which can be estimated using remote sensing data. While ASTER data for land surface temperatures (LST) was used as proxys for fuel temperatures,fuel moisture content is estimated by regression technique utilizing the ratio NDVI/LST of ASTER data. FSIs are computed in peninsular Malaysia for nine days before the fires of 2004 and 2005 and validated with fire occurrence data. Results show that the FSI increases as the day approaches the fire day. This trend can be observed clearly about four days before the day of fire. It suggests that FSI can be a good estimator of fire risk. The physical basis provides a more meaningful FSI,allows calculation of ignition probabilities and facilitates the development of a future class of fire risk models. FSI can be used to compare fire risk across different eco-regions and time periods. FSI retains the flexibility to be localized to a vegetation type or eco-regions for improved performance. 展开更多
关键词 fire risk fire susceptibility index land surface temperature fuel moisture content
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DCT ANALYSIS DISTRIBUTION FEATURES OF NEAR-SURFACE WIND FIELDS DURING THE LANDFALL OF VONGFONG
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作者 李江南 王安宇 +3 位作者 杨兆礼 李国丽 吴池胜 侯尔滨 《Journal of Tropical Meteorology》 SCIE 2003年第2期143-151,共9页
Based on the QuikSCAT data, the features of surface wind distribution of the typhoon Vongfong landfall process are analyzed. We have also studied the variance spectral configuration of the surface wind field using DCT... Based on the QuikSCAT data, the features of surface wind distribution of the typhoon Vongfong landfall process are analyzed. We have also studied the variance spectral configuration of the surface wind field using DCT (Discrete Cosine Transform). The conclusions are as follows: The near-surface wind field is highly asymmetric; the variance components of asymmetric surface wind field depend mainly on the airflow direction of wavenumber 1 and 2. When the typhoon moves west, there are two wave spectral centers lining up in the zonal direction, mainly the airflow from zonal wavenumber 2 and meridional wavenumber 2; when it moves north, there are two wave spectral centers in a meridional array, mainly the airflow from zonal wavenumber 1 and meridional wavenumber 2. The airflow for wavenumber 1 mainly contributes to the variance of the tangential wind while that for wavenumber 2 to the variance of the radial wind. The asymmetrical distribution changes with the large-scale environment and self-rotating circulation around the typhoon. When it approached land, the associated gale appears in front portion in the advancing direction of the storm. It is in effect similar to the model of Chen Lian-shou for typhoon-related gales NNW on the left front portion and SE on the right front portion. 展开更多
关键词 wind distribution ASYMMETRIC spectral configuration DCT
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Effects of atmospheric pressure fluctuations on hill-side coal fires and surface anomalies 被引量:5
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作者 Song Zeyang Zhu Hongqing +1 位作者 Xu Jiyuan Qin Xiaofeng 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第6期1037-1044,共8页
This paper presents numerical studies on the effects of atmospheric pressure fluctuations on hill-side coal fires and their surface anomalies. Based on the single-particle reaction–diffusion model, a formula to estim... This paper presents numerical studies on the effects of atmospheric pressure fluctuations on hill-side coal fires and their surface anomalies. Based on the single-particle reaction–diffusion model, a formula to estimate oxygen consumption rate at high temperature controlled by oxygen transport is proposed.Daily fluctuant atmospheric pressure was imposed on boundaries, including the abandoned gallery and cracks. Simulated results show that the effects of atmospheric pressure fluctuations on coal fires and surface anomalies depend on two factors: the fluctuant amplitude and the pressure difference between inlet(s) and outlet(s) of the air ventilation system. If the pressure difference is close to the fluctuant amplitude, atmospheric pressure fluctuations greatly enhance gas flow motion and temperatures of the combustion zone and outtake(s). If the pressure difference is much larger than the fluctuant amplitude, atmospheric pressure fluctuations exert no impact on underground coal fires and surface anomalies. 展开更多
关键词 Coal firesOxygen consumpdon rateAir leakageVentilation
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Application of Index Based on the Land Surface Temperature to Estimate the Threshold Wind Speed for Saltation Activity
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作者 Reiji Kimura Masao Moriyama +1 位作者 Weizhen Wang Abulitipu Abulaiti 《Journal of Environmental Science and Engineering(B)》 2013年第4期238-247,共10页
Land-surface conditions, such as surface roughness and SWC (soil-water content), control the saltation activity and dust emission in northeast Asia. Information on spatial and temporal changes in surface SWC is need... Land-surface conditions, such as surface roughness and SWC (soil-water content), control the saltation activity and dust emission in northeast Asia. Information on spatial and temporal changes in surface SWC is needed for dust-modeling systems used to predict dust events with the aim of preventing the damage they cause. A MTVDI (modified temperature-vegetation dryness index) was tested to see if it could reproduce the surface SWC observed in Zhangye, China, and the Tottori Sand Dunes of Japan, and the threshold wind speed at the Tottori Sand Dunes. MTVDI was calculated from land-surface temperature using the MODIS (moderate resolution imaging spectroradiometer) product, and the aerodynamic minimum and maximum surface temperatures were estimated based on meteorological data. A greater correlation is seen between MTVDI and SWC than between SWC from AMSR-E (advanced microwave scanning radiometer-earth observing system) and SWC in Zhangye. The threshold wind speed for saltation activity decreased with increasing MTVDI, that is, with drying of the soil surface of the Tottori Sand Dunes. The correlation between MTVDI and threshold wind speed is statistically significant (R2 = 0.2987). 展开更多
关键词 Asian dust arid region particulate matter northeast Asia remote sensing.
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Research and Design of Hurricane Fighting Devices
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作者 Victor Bematskiy Borys Levkovskiy 《Journal of Physical Science and Application》 2012年第8期296-300,共5页
Hurricane fighting devices are recommended. The devices belong to the sphere of artificial weather conditions changes over the Earth surface. The purpose of the paper is the development of the original design of devic... Hurricane fighting devices are recommended. The devices belong to the sphere of artificial weather conditions changes over the Earth surface. The purpose of the paper is the development of the original design of devices for hurricane fighting. The decreasing of hurricane energy takes place under the reaction of directed air current against the hurricane air current mass. The air current is created by propellers, located in cylindrical frames with nozzles at a current exit. The devices function due to horizontal hurricanes air current. The essential factor lies in absence of influence on ecology. The devices are of simple constructions, it results in simplification of their production technology and lower cost, 展开更多
关键词 HURRICANE TORNADO DEVICES air current ecology.
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Characterization of Topsoil Samples and Analysis of the Distribution of Heavy Metals in Parral Chihuahua, Mexico 被引量:1
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作者 L. Rodriguez Vazquez H. Ferman Avila +7 位作者 E. Torres Carrillo L. Shenz Macias J. Luna Carrete E. Herrera G.GonzSlez D. Aranda Caro J. Carrillo L. Lozoya 《Journal of Environmental Science and Engineering》 2010年第12期12-17,共6页
During the 17th Century, Parral City in the Chihuahua State in Mexico was one of the most important miner zones in the whole world. After more than three centuries important amounts of residuals, known as tailings, wi... During the 17th Century, Parral City in the Chihuahua State in Mexico was one of the most important miner zones in the whole world. After more than three centuries important amounts of residuals, known as tailings, with high contents of heavy metals were generated. These residuals are a potential risk for the environment and human health. Given to that, it decided to carry out the analysis of the concentrations of cadmium, lead, chromium, zinc and arsenics, in topsoil samples susceptible of airborne transport and accumulation in risky zones (populated areas). A 120 kin: area was selected, this include Parral City and its surroundings. From this area 30 samples were obtained. For this purpose, Atomic Absorption Spectroscopy technique was used, expecting high concentrations of heavy metals, above the permit limits, since several studies carried out in the same region, as in San Francisco del Oro Chihuahua, show that the concentrations of all the elements sampled, in topsoil, were above the limits. The analysis in the space distribution of the heavy metal detected will allow us to set the points with the highest susceptibility to the accumulation of those pollutants and to propose mitigation measures and control. 展开更多
关键词 Heavy metals mining activity TOPSOIL
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U-Net深度卷积神经网络在沙脊线提取中的应用 被引量:2
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作者 高博钰 杨波 张德国 《中国沙漠》 CSCD 北大核心 2021年第5期21-32,共12页
沙丘形态演变过程记录着近地表风况与环境演化的历史,然而对其特征研究一直受限于大范围沙脊线提取效率低和成本高等问题。本文基于深度卷积神经网络搭建U-Net模型,实现批量、高精度沙脊线的提取。将数据增强技术、随机失活神经元、批... 沙丘形态演变过程记录着近地表风况与环境演化的历史,然而对其特征研究一直受限于大范围沙脊线提取效率低和成本高等问题。本文基于深度卷积神经网络搭建U-Net模型,实现批量、高精度沙脊线的提取。将数据增强技术、随机失活神经元、批标准化以及迁移学习技术应用于模型训练和参数更新,使得模型的精度更高。结果表明:U-Net模型以及各种策略能够高效、精确地识别遥感影像中的沙脊线;沙脊线走向的偏移与近地表风况变化有着很好的对应关系,U-Net模型可以有效地用于区域性的沙脊线走向分析。 展开更多
关键词 深度卷积神经网络 U-Net 沙脊线 地表风
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《东方艺术》 2003年第6期113-113,共1页
关键词 中国水彩画 绘画艺术 私人收藏 江汉大学 地表风 中国美术 中国当代 艺术学院 美术系 研究会
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