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基于Landsat-5TM的洪河湿地地表温度估算方法对比研究 被引量:10
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作者 杜嘉 张柏 +5 位作者 宋开山 王宗明 曾丽红 金翠 黄妮 姜广甲 《遥感技术与应用》 CSCD 北大核心 2009年第3期312-319,I0003,共9页
利用洪河湿地2008年5月15日过境的Landsat/TM图像和实测地面数据以及MODIS地表发射率数据,分别运用大气辐射传输模型、覃志豪的单窗算法和Jimenez-Munoz&Sobrino的单波段算法估算洪河湿地的地表温度,并且对比了大气校正前后的NDVI、... 利用洪河湿地2008年5月15日过境的Landsat/TM图像和实测地面数据以及MODIS地表发射率数据,分别运用大气辐射传输模型、覃志豪的单窗算法和Jimenez-Munoz&Sobrino的单波段算法估算洪河湿地的地表温度,并且对比了大气校正前后的NDVI、LSE以及各种算法估算地表温度的差异。分析估算结果表明,覃志豪的单窗算法与实测地面数据估算结果非常一致。指出在没有实时探空数据的情况下,应用只有一个热红外通道的Landsat/TM数据源,采用覃志豪的单窗算法估算的精度是可以接受的。 展开更多
关键词 Landsat-5 TM数据 地表温度估算 洪河湿地 LSE
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GIDS空间插值法估算云下地表温度 被引量:16
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作者 周义 覃志豪 包刚 《遥感学报》 EI CSCD 北大核心 2012年第3期492-504,共13页
选用陆面区域温度最佳空间插值法—梯度距离平方反比法(GIDS),为近似估算云下地表温度提供了可能。实验选取暖季南京江宁地区ETM+影像和ASTERGDEMV1高程数据,探索分析GIDS估算云下地表温度的可行性和可信性。对14种空间大小云覆盖区实... 选用陆面区域温度最佳空间插值法—梯度距离平方反比法(GIDS),为近似估算云下地表温度提供了可能。实验选取暖季南京江宁地区ETM+影像和ASTERGDEMV1高程数据,探索分析GIDS估算云下地表温度的可行性和可信性。对14种空间大小云覆盖区实验研究表明:利用GIDS插值估算云下地表温度具有可行性,且估算误差随着云覆盖区范围增大而增加,其最大MAE<0.9℃,最大RMSE<1.2℃,并在云覆盖区小于100×100像元时,最大MAE<0.8℃、RMSE<1℃;插值精度与最近邻无云像元典型代表性、区域内空间复杂度和地表覆盖类型均有关,存在不稳定性和动态性;云下NDVI均方差与MAE、RMSE有着一致变化趋势,借助NDVI均方差指示云下地表空间异质性及NDVI–LST负相关性,可对插值结果进行可信性评判,以避免插值结果盲目应用,推进和提升地表温度产品应用价值。 展开更多
关键词 云覆盖区 梯度距离平方反比法 空间插值 地表温度估算 NDVI 可信性
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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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Evapotranspiration estimation considering anthropogenic heat based on remote sensing in urban area 被引量:6
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作者 CONG ZhenTao SHEN QiNing +2 位作者 ZHOU Lin SUN Ting LIU JiaHong 《Science China Earth Sciences》 SCIE EI CAS CSCD 2017年第4期659-671,共13页
Urbanization influences hydrologic cycle significantly on local,regional even global scale.With urbanization the water resources demand for dense population sharpened,thus it is a great challenge to ensure water suppl... Urbanization influences hydrologic cycle significantly on local,regional even global scale.With urbanization the water resources demand for dense population sharpened,thus it is a great challenge to ensure water supply for some metropolises such as Beijing.Urban area is traditionally considered as the area with lower evapotranspiration(ET) on account of the impervious surface and the lower wind speed.For most remote sensing models,the ET,defined as latent heat in energy budget,is estimated as the difference between net radiation and sensible heat.The sensible heat is generally higher in urban area due to the high surface temperature caused by heat island,therefore the latent heat(i.e.the ET) in urban area is lower than that in other region.We estimated water consumption from 2003 to 2012 in Beijing based on water balance method and found that the annual mean ET in urban area was about 654 mm.However,using Surface Energy Balance System(SEBS) model,the annual mean ET in urban area was only 348 mm.We attributed this inconsistence to the impact of anthropogenic heat and quantified this impact on the basis of the night-light maps.Therefore,a new model SEBS-Urban,coupling SEBS model and anthropogenic heat was developed to estimate the ET in urban area.The ET in urban area of Beijing estimated by SEBS-Urban showed a good agreement with the ET from water balance method.The findings from this study highlighted that anthropogenic heat should be included in the surface energy budget for a highly urbanized area. 展开更多
关键词 Sponge City Waterlogging Integrated water system approach Opportunities and challenges China
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