武汉大学学报(信息科学版)2024,Vol.49Issue(10) :1931-1939.DOI:10.13203/j.whugis20220245

利用改进的亮温日较差法探测格陵兰冰盖表面融化

Surface Melting Detection of the Greenland Ice Sheet Using Advanced Diurnal Amplitude Variations Algorithm

肖倩雨 周春霞 刘勇
武汉大学学报(信息科学版)2024,Vol.49Issue(10) :1931-1939.DOI:10.13203/j.whugis20220245

利用改进的亮温日较差法探测格陵兰冰盖表面融化

Surface Melting Detection of the Greenland Ice Sheet Using Advanced Diurnal Amplitude Variations Algorithm

肖倩雨 1周春霞 2刘勇1
扫码查看

作者信息

  • 1. 武汉大学中国南极测绘研究中心,湖北 武汉,430079;自然资源部极地测绘科学重点实验室,湖北 武汉,430079
  • 2. 武汉大学中国南极测绘研究中心,湖北 武汉,430079;湖北珞珈实验室,湖北 武汉,430079;自然资源部极地测绘科学重点实验室,湖北 武汉,430079
  • 折叠

摘要

格陵兰冰盖是全球海平面上升的主要贡献源之一,其表面融化和融水径流引发的物质损失约占冰盖总物质损失的60%,研究格陵兰冰盖的表面融化具有重要意义.采用2019年增强分辨率的专用微波成像仪37 GHz垂直极化被动微波数据,提出改进的亮温日较差(advanced diurnal amplitude variations,ADAV)方法,并利用该方法探测格陵兰冰盖的表面融化.与自动气象站的气温数据对比,ADAV方法使用动态阈值探测结果的平均精度高于使用固定阈值的传统日较差方法,且被动微波数据时间对探测精度无明显影响.采用该方法分析格陵兰冰盖冻融发现,2019年冰盖融化天数最多达165d,7月31日融化面积达到最大,占冰盖总面积的67%;夏季3次出现融化峰值,且南部沿岸发生了冬季融化事件.

Abstract

Objectives:The Greenland ice sheet is one of the main contributors to the global sea level rise,and the mass loss caused by its surface melting and meltwater runoff accounts for about 60% of the total mass loss of the ice sheet,so it is of great significance to study the surface melting of the Greenland ice sheet.Methods:Based on the 37 GHz vertical polarization passive microwave data of special sensor micro-wave imager sounder,the advanced diurnal amplitude variations(ADAV)method is proposed to detect the surface melting of the Greenland ice sheet.Results:Compared with the air temperature data of automatic weather stations,the average accuracy of the detection results of the ADAV method using dynamic threshold is better than that of the traditional diurnal amplitude variations method using a fixed threshold,and the pas-sive microwave data time has no obvious influence on the detection accuracy.Conclusions:The freeze-thaw analysis of the Greenland ice sheet based on this method found that in 2019,the area with the most melting days on the ice sheet melted up to 165 d.The melting area reached the maximum on July 31st,ac-counting for 67%of the total ice sheet area.Three melting peaks arose in summer,and there were several winter melting events on the south coast.The ADAV method and its application to high spatial resolution passive microwave data have promoted the development of refining ice sheet freezing and thawing observa-tions.

关键词

格陵兰冰盖/表面融化/改进的亮温日较差法/Rosin阈值/Ramage阈值

Key words

Greenland ice sheet/surface melting/ADAV/Rosin threshold/Ramage threshold

引用本文复制引用

基金项目

国家自然科学基金(42171133)

国家自然科学基金(41941010)

国家重点研发计划(2021YFC2803303)

湖北省自然科学基金(2019CFA057)

出版年

2024
武汉大学学报(信息科学版)
武汉大学

武汉大学学报(信息科学版)

CSTPCD北大核心
影响因子:1.072
ISSN:1671-8860
段落导航相关论文