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Estimation of Net Surface Shortwave Radiation from Land Surface Temperature in Regional Scale
  • ISSN号:0559-9350
  • 期刊名称:《水利学报》
  • 时间:0
  • 分类:TP79[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]College of Resources and Environment, Graduate School of Chinese Academy of Sciences, Beijing 100049, China, [2]Institute of Geographic Sciences and Natural Resources Research, Beijing 100101, China
  • 相关基金:Supported by the Knowledge Innovation Programs of Chinese Academy of Sciences (XMXX280722); China International Science and Technology Cooperation Project (0819); National Program on Key Basic Research Project (2010CB428800); Wong K C Education Foundation Hong Kong Acknowledgement: The authors would like to thank Professor Anandaroop and Deepak for their invaluable help for the program. Thanks to the observation data from FLUXNET and MODIS data from NASA.
中文摘要:

方法将估计从在地区性的规模的 LST (陆地表面温度) 的 NSSR (网表面短波放射) 被讨论。首先,在规范的 LST 和 NSSR 的时间系列之间的一个椭圆的模型用 LST 和 NSSR 的每日的进化被开发。第二, LST 和 NSSR 的时间系列被普通陆地模型(CoLM ) 模仿并且被证明精确性高。根据这些,用基因算法方法的非线性的最不方形的椭圆试穿被用来适合规范的 LST 和 NSSR。最后, LST 用 MODIS (中等决定成像分光辐射函数) 被转换有裂口窗户算法的数据,和地区性的 NSSR 然后与 LST 和一个椭圆的模型被估计。确认结果表演 50 的导出的平均 NSSR 到对 CdMT 获得 polyclonal 抗体。用 anti-Cd-MT 抗体,间接非竞争的连接酶的 immunosorbent 试金(非竞争的 ELISA ) 的一个方法被建立到 dete 吗?

英文摘要:

The method to estimate NSSR (net surface shortwave radiation) from LST (land surface temperature) in regional scale is discussed. First, an elliptical model between the time series of normalized LST and NSSR was developed using the daily evolution of LST and NSSR. Second, time series of LST and NSSR were simulated by common land model (CoLM) and were proved to be of high accuracy. On the basis of these, a non-linear least square ellipse fitting using the genetic algorithm method was used to fit the normalized LST and NSSR. Finally, LST was inverted using MODIS (moderate resolution imaging spectroradiometer) data with the split-window algorithm, and the regional NSSR was then estimated with LST and an elliptical model. The validation result shows that the derived average NSSR of 50×50 pixels of MODIS data was quite close to the observed data, and the distribution was reasonable, which indicates that the proposed method was capable of estimating NSSR on a regional scale.

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期刊信息
  • 《水利学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国水利学会 中国大坝工程学会
  • 主编:程晓陶
  • 地址:北京市复兴路甲1号中国水科院A座1117室
  • 邮编:100038
  • 邮箱:slxb@iwhr.com
  • 电话:010-68786221
  • 国际标准刊号:ISSN:0559-9350
  • 国内统一刊号:ISSN:11-1882/TV
  • 邮发代号:2-183
  • 获奖情况:
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:43715