globalchange  > 气候变化事实与影响
CSCD记录号: CSCD:5941784
论文题名:
高亚洲地区无云积雪遥感二值产品对比和精度验证分析
其他题名: Validation and Comparison of Binary Cloudless Snow Products in High Asia
作者: 于小淇1; 邱玉宝2; 阮永俭2; 石利娟2; 拉巴卓玛3
刊名: 遥感技术与应用
ISSN: 1004-0323
出版年: 2017
卷: 32, 期:1, 页码:43-51
语种: 中文
中文关键词: 积雪遥感产品 ; 高亚洲地区 ; 精度评价
英文关键词: IMS ; MODIS ; Remote sensing snow products ; High Asia ; Accuracy evaluation ; IMS ; MODIS
WOS学科分类: REMOTE SENSING
WOS研究方向: Remote Sensing
中文摘要: 以青藏高原为核心的高亚洲地区是我国重要的积雪分布区域,也是气候变化的敏感区域。高精度的积雪遥感监测产品可更好地理解区域水和能量循环过程,提升气候、环境分析和水资源应用潜力,然而由于高亚洲地区地形复杂,高原局部气候变化快,当前所发布的积雪产品的算法各有所长,不同产品的精度评价所采用的评估方法、参考数据和精度指标不统一,这为积雪数据产品应用及评价带来挑战。选择目前国内外已经发布的较为典型的IMS、MODIS无云积雪产品等3种数据,开展基于流域的时空交叉对比分析,并采用同一套地面参考数据集及综合性指标,进行了精度验证和比对研究。结果表明:利用不同数量的地面观测数据进行验证时,3种积雪产品表现都较为稳定,总精度都能达到85%以上,IMS和与微波观测相结合的无云(A-MODIS)产品召回率较高,而MODIS积雪产品的准确度较高,权衡参数F值较高;在积雪季初期3种产品积雪覆盖面积和趋势吻合,后期融雪期出现较大差异,IMS与A-MODIS产品相较于MODIS产品有高估现象,认为与云覆盖及微波数据的质量有很大关系,总体来看IMS产品与MODIS积雪产品精度相接近,但MODIS积雪产品数据质量较高。该项研究可为积雪遥感产品在高亚洲地区应用提供客观的分析和评价。
英文摘要: The High Asia region with Qinghai-Tibet Plateau as the core area is an important national snow distribution area and sensitive area for climate change.Snow remote sensing and monitoring products with high precision can help us get better understanding of the regional water and energy cycle process and improve climate,environmental analysis and water resources application potential.However,because of complex terrain in high Asia region,rapid climate change in local plateau and different algorithm of snow products issued currently,the evaluation method,reference data and accurate indicators applied by precision evaluation of different products,which brings challenge for snow products application and evaluation.This paper chooses relatively typical three kinds of data of IMS,MODIS,A-MODIS products which have been issued at home and abroad,carries out the space-time cross comparative analysis based on watershed and uses the same set of ground reference data set and comprehensive index for precision validation and comparative analysis.The results show that in the validation with the use of different amounts of ground observation data,the performance of these three kinds of products is relatively stable.Their total accuracy can reach more than 85%.The recall rate of IMS and A-MODIS product based in microwave observations is higher,while the accuracy and trade-off parameter F value are higher;the snow cover area and trend of these three kinds of products in the early snow season are identical,which have large difference at later stage.Compared to MODIS product,IMS and A-MODIS products are much higher than they actually are, showing that it has great relationship with the quality of cloud cover and microwave data.On the whole,the accuracy of IMS product and MODIS products is close,but the data quality of MODIS snow product is higher.The study can provide objective analysis and assessment for the application of snow remote sensing and monitoring products in the high Asia region.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/153281
Appears in Collections:气候变化事实与影响

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作者单位: 1.辽宁工程技术大学,测绘与地理科学研究生学院, 中国科学院数字地球重点实验室, 阜新, 辽宁 123000, 中国
2.中国科学院遥感与数字地球研究所, 中国科学院数字地球重点实验室, 北京 100094, 中国
3.西藏高原大气环境科学研究所, 拉萨, 西藏 850000, 中国

Recommended Citation:
于小淇,邱玉宝,阮永俭,等. 高亚洲地区无云积雪遥感二值产品对比和精度验证分析[J]. 遥感技术与应用,2017-01-01,32(1):43-51
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