摘要
分析了影响MODIS地表温度产品精度的主要因素,并对这些因素综合作用下的MODIS地表温度产品的精度验证方法进行了回顾和比较。针对MODIS地表温度产品在干旱半干旱地区误差偏大的状况,以黑河流域为例,对MODIS地表温度产品进行了验证。用于验证的地面观测数据包括自动气象站红外辐射温度计数据和长波辐射数据。这里结合具体的地表情况比较了两种验证方法的优劣,结果表明:使用长时间的夜间长波辐射数据验证MODIS地表温度产品更合理;黑河流域的MODIS地表温度产品的平均绝对偏差小于2.2℃。
This paper analyzes the key factors that result in the estimation errors of the MODIS land surfacetemperature products. Then the principle methods of validating the MODIS LST was discussed and com- pared. Normally there are bigger uncertainties of MODIS LST products in the semi-arid and arid regions. As a case study, the Heihe river basin was selected to estimate the accuracy of MODIS LST products in Chinese arid and semi-arid regions. The two kinds of ground-measured observation data were obtained from the automatic meteorological stations. Infrared Radiation Thermometer data and longwave radiation data. The comparisons were performed for the validation based on these two types of observation data over three typical land cover types. The result demonstrates that.it is more reasonable to use long-term nighttime surface longwave radiation data to validate the MODIS LST products. The validation results indicate that mean absolute error is less than 2.2℃in the selected stations.
出处
《遥感技术与应用》
CSCD
北大核心
2011年第6期705-712,共8页
Remote Sensing Technology and Application
基金
中国科学院知识创新工程重要方向项目(KZCX2-EW-312)
国家863计划项目(2009AA122104)
国家自然科学基金项目(40875006)
国家973计划项目"北半球冰冻圈变化及其对气候环境的影响与适应对策"(2010CB951403)资助
关键词
地表温度
MODIS
产品验证
黑河流域
干旱区
Land Surface Temperature （LST）
MODIS
Validation
Heihe river basin
Arid regions
