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国家自然科学基金(41301501)

作品数:6 被引量:76H指数:5
相关作者:王福涛周艺王世新王峰王丽涛更多>>
相关机构:中国科学院遥感与数字地球研究所中国科学院大学桂林理工大学更多>>
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基于纹理特征的高分辨率遥感影像灾害监测应用被引量:8
2014年
变化检测方法作为遥感信息获取的主要技术手段之一,在灾害监测中已得到了一定应用。然而基于遥感图像灰度信息的变化检测方法,其阈值选取受到传感器和环境因素引起的"伪变化"信息影响。由于纹理特征具有移不变特性,可以利用地物空间结构信息开展变化检测,从而避免图像灰度"伪变化"信息的影响。该文在现有变化检测技术流程之上,通过纹理特征参数的分析,结合基于贝叶斯的图像阈值分割技术,建立了基于纹理特征的高分辨率遥感影像变化检测方法,并应用在汶川地震前后的福卫-2影像,与基于光谱影像的变化检测方法进行了分析对比。
王丽涛王世新周艺刘文亮王峰王福涛
关键词:纹理特征遥感图像灾害监测变化检测
An estimation method of soil wind erosion in Inner Mongolia of China based on geographic information system and remote sensing被引量:5
2015年
Studies of wind erosion based on Geographic Information System(GIS) and Remote Sensing(RS) have not attracted sufficient attention because they are limited by natural and scientific factors.Few studies have been conducted to estimate the intensity of large-scale wind erosion in Inner Mongolia,China.In the present study,a new model based on five factors including the number of snow cover days,soil erodibility,aridity,vegetation index and wind field intensity was developed to quantitatively estimate the amount of wind erosion.The results showed that wind erosion widely existed in Inner Mongolia.It covers an area of approximately 90×104 km2,accounting for 80% of the study region.During 1985–2011,wind erosion has aggravated over the entire region of Inner Mongolia,which was indicated by enlarged zones of erosion at severe,intensive and mild levels.In Inner Mongolia,a distinct spatial differentiation of wind erosion intensity was noted.The distribution of change intensity exhibited a downward trend that decreased from severe increase in the southwest to mild decrease in the northeast of the region.Zones occupied by barren land or sparse vegetation showed the most severe erosion,followed by land occupied by open shrubbery.Grasslands would have the most dramatic potential for changes in the future because these areas showed the largest fluctuation range of change intensity.In addition,a significantly negative relation was noted between change intensity and land slope.The relation between soil type and change intensity differed with the content of Ca CO3 and the surface composition of sandy,loamy and clayey soils with particle sizes of 0–1 cm.The results have certain significance for understanding the mechanism and change process of wind erosion that has occurred during the study period.Therefore,the present study can provide a scientific basis for the prevention and treatment of wind erosion in Inner Mongolia.
Yi ZHOUBing GUOShiXin WANGHePing TAO
关键词:地理信息系统土壤风蚀估计方法遥感
长江流域水资源空间分配被引量:2
2017年
针对当前水资源空间分配方法存在影响因素选择不全,权重设计主观性强,且难以适用于大尺度流域范围等问题,该文提出了一种面向长江流域的水资源空间分配模型。该模型选取了年均降雨量、地形坡度、地表植被覆盖和区域集水面积作为水资源分配的影响因子,利用相关性分析方法和AHP层次分析法优化了因子影响权重设计,实现了长江流域的水资源空间分配,并采用长江流域二级子流域的水资源量统计数据进行精度检验。实验结果揭示了长江流域水资源量在1km格网尺度的空间分布差异,表明了该文面向长江流域水资源空间分配模型的合理性和准确性。
王世新王利双周艺王福涛刘雄飞徐晨娜吴亮
关键词:水资源层次分析法
利用伪归一化差异水体指数提取城镇周边细小河流信息被引量:40
2014年
通过对归一化差异水体指数NDWI中的绿波段修正,提出了不依赖于中红外波段的伪归一化差异水体指数FNDWI(False NDWI)。使用NDWI和FNDWI分别在背景地物为城市、城郊、乡镇、村落和山区的遥感影像上进行河流水体提取,实验表明,FNDWI影像中城镇建筑用地与河流水体的可分离性较NDWI有所提升,提升率为116%~335%不等;相关性分析表明,河流宽度与可分离性提升率具有明显的负相关关系,相关系数为-0.82;分类结果显示,在城市和城郊区域,NDWI提取的水体中混杂有较多城镇建筑用地信息,而FNDWI提取的水体中基本未见混杂。总体上,FNDWI提高了2种地物的可分离性,剔除了NDWI影像混入的城镇建筑用地信息,较好地解决了NDWI城镇建筑用地与河流水体的混淆问题,尤其适用于城镇周边的细小河流。
周艺谢光磊王世新王峰王福涛
关键词:NDWI水体提取
The Relationship between Normalized Difference Vegetation Index(NDVI) and Climate Factors in the Semiarid Region:A Case Study in Yalu Tsangpo River Basin of Qinghai-Tibet Plateau被引量:8
2014年
The Yalu Tsangpo River basin is a typical semi-arid and cold region in the Qinghai-Tibet Plateau, where significant climate change has been detected in the past decades. The objective of this paper is to demonstrate how the regional vegetation, especially the typical plant types, responds to the climate changes. In this study, the model of gravity center has been firstly introduced to analyze the spatial-temporal relationship between NDVI and climate factors considering the time-lag effect. The results show that the vegetation grown has been positively influenced by the rainfall and precipitation both in moving tracks of gravity center and time-lag effect especially for the growing season during the past thirteen years. The herbs and shrubs are inclined to be influenced by the change of rainfall and temperature, which is indicated by larger positive correlation coefficients at the 0.05 confidence level and shorter lagging time. For the soil moisture, the significantly negative relationship of NDV-PDI indicates that the growth and productivity of the vegetation are closely related to the short-term soil water, with the correlation coefficients reaching the maximum value of 0.81 at Lag 0-1. Among the typical vegetation types of plateau, the shrubs of low mountain, steppe and meadow are more sensitive to the change of soil moisture with coefficients of-0.95,-0.93,-0.92, respectively. These findings reveal that the spatial and temporal heterogeneity between NDVI and climatic factors are of great ecological significance and practical value for the protection of eco-environment in Qinghai-Tibet Plateau.
GUO BingZHOU YiWANG Shi-xinTAO He-ping
关键词:归一化植被指数雅鲁藏布江流域NDVI滞后时间
高分辨率多光谱的芦山地震次生地质灾害遥感监测与评估被引量:13
2016年
2013年4月20日芦山7.0级大地震发生后,产生大面积滑坡、崩塌、碎屑流等次生地质灾害,造成大量人员财产损失,并严重阻碍了应急救援和灾后重建工作的顺利开展。利用快速获取的震前和震后航空、航天等多源遥感数据、地形地貌和地质构造数据,首先结合次生地质灾害在高分辨率多光谱影像上的形态、结构和纹理特征,对地震重灾区次生地质灾害的数量和空间分布进行了有效监测。结果显示:芦山县、宝兴县和天全县次生地质灾害最为严重,各有164处、126处和71处大型次生地质灾害点。并结合GIS技术对这些次生地质灾害的空间分布规律,特别是同区域地质构造、烈度和地形地貌之间的关系进行了综合分析和评估。评估结果显示:在监测区存在四个次生地质灾害高发区,其中一个聚集在震中6公里范围内,其他三个沿本区域两个主要地质断层分布;超过97%的次生地质灾害位于烈度Ⅶ~Ⅳ度、坡度25°~50°且海拔800~2 000m之间的区域。最后结合震害遥感监测评估结果,对震后恢复重建规划及实施提出建议。
王福涛王世新周艺王丽涛阎福礼李文俊刘雄飞
关键词:高分辨率多光谱遥感次生地质灾害
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