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基于改进分水岭算法的农村地区LiDAR点云建筑物提取 被引量:5
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作者 李昂 黄煌 +2 位作者 夏煜 沈定涛 王结臣 《长江科学院院报》 CSCD 北大核心 2021年第3期149-154,共6页
针对LiDAR点云建筑物提取的研究很多,而在农村区域植被与建筑粘连且高度近似情况下的讨论较少。考虑到中国典型农村区域建筑特征,以湖南省益阳市泗湖山镇为研究区进行LiDAR点云的建筑提取研究。首先利用梯度及梯度方向约束的形态学滤波... 针对LiDAR点云建筑物提取的研究很多,而在农村区域植被与建筑粘连且高度近似情况下的讨论较少。考虑到中国典型农村区域建筑特征,以湖南省益阳市泗湖山镇为研究区进行LiDAR点云的建筑提取研究。首先利用梯度及梯度方向约束的形态学滤波方法,将原始点云滤波得到地面点,对地面点及原始点云进行插值得到数字高程模型(DEM)和数字地表模型(DSM);然后通过两者相减得到归一化的NDSM,进而对NDSM进行高程及梯度双约束的标记分水岭变换得到地物对象;最后建立特征指标,对地物对象进行最大似然分类得到建筑物对象。研究表明建筑物分类的生产者精度和用户精度均>90%,Kappa系数>0.8,构建方法在农村地区建筑提取研究中取得了良好效果。 展开更多
关键词 LIDAR 形态学滤波 分水岭算法 特征值 最大似然分类
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Field experiments on quantifying the contributions of Coreopsis canopies and roots to controlling runoff and erosion on steep loess slopes
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作者 GONG Yu-wei YU Hai-jun +3 位作者 TIAN Pei GUO Wen-zhao CHEN Lin shen ding-tao 《Journal of Mountain Science》 SCIE CSCD 2023年第5期1402-1423,共22页
Grass recovery is often implemented in the loess area of China to control erosion.However,the effect mechanisms of grass cover on runoff erosion dynamics on steep loess hillslopes is still not clear.Taking the typical... Grass recovery is often implemented in the loess area of China to control erosion.However,the effect mechanisms of grass cover on runoff erosion dynamics on steep loess hillslopes is still not clear.Taking the typical forage species(Coreopsis)in semiarid areas as subject,this study quantified the effects of canopies and roots on controlling slope runoff and erosion.A series of field experiments were conducted in a loess hilly region of China.Field plots(5 m length,2 m width,25°slope gradient)constructed with three ground covers(bare soil;Coreopsis with intact grass;only roots of Coreopsis),were applied with simultaneous simulated rainfall(60mm h^(-1))and upslope inflow(10,30,50,70,90L min^(-1)).The results showed that compared with bare soil,intact grass significantly reduced runoff and soil loss rates by 16.6% and 62.4% on average,and decreased soil erodibility parameter by 66.3%.As inflow rate increased,the reductions in runoff and soil loss rates increased from 2.93 to 14.00 L min^(-1)and 35.11 to 121.96 g m^(-2)min^(-1),respectively.Canopies relatively contributed 66.7% to lowering flow velocity,turbulence,weakening erosive force and increasing hydraulic resistance.Roots played a predominant role in reducing soil loss and enhancing soil antierodibility,with relative contributions of 78.8% and 73.8%.Furthermore,the maximum erosion depth reduced by Coreopsis was at the upper slope section which was previously eroded the most.These results demonstrated the efficiency of Coreopsis cover in controlling runoff and erosion on steep loess slopes,especially under large inflow rates and at upper slope sections.We suggest protecting Coreopsis with intact grass at upper slope sections,while the aboveground grass biomass can be used for grazing or harvesting at middle and lower slope sections,with roots reserved. 展开更多
关键词 Steep loess hillslopes Soil erosion Rill development Runoff hydraulics Spatial variations Coreopsis
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