自然科学版
陕西师范大学学报(自然科学版)
资源与环境科学
陕西秦巴山区TRMM 3B42卫星降水数据精度评价
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任亮, 王晓峰*, 曾昭昭
(陕西师范大学 旅游与环境学院, 陕西 西安 710119)
王晓峰,男,副教授。E-mail: wangxf@snnu.edu.cn
摘要:
选取具有代表性的陕西秦巴山区,利用1998—2014年23个气象站点实测降水数据对TRMM 3B42卫星降水数据在不同时间尺度和地形区域的精度进行对比验证,并对TRMM 3B42数据的降雨事件探测能力进行评价。结果显示:TRMM 3B42数据在年、季、月尺度上具有较高的精度,日尺度精度相对较差,降雨事件探测能力表现良好,各站公正预兆评分SET平均达0.38。TRMM所反映的降水变化过程与实测降水过程基本一致,但在降水量上存在一定差异,在降水集中的5—10月,盆地区域TRMM高估降水,而山地区域低估降水,高低估范围在10%以内;在降水干季,TRMM降水与实测降水拟合良好。TRMM精度受站点海拔和年均降雨量影响,海拔越高,降水误差越小,对降雨事件探测能力越弱,年均降雨量影响则相反。
关键词:
陕西秦巴山区; TRMM 3B42; 降水; 尺度
收稿日期:
2016-06-13
中图分类号:
P426.6
文献标识码:
A
文章编号:
1672-4291(2017)01-0087-11doi:10.15983/j.cnki.jsnu.2017.01.411
基金项目:
国家自然科学基金(41371497)
Doi:
The accuracy evaluation of TRMM 3B42 precipitation data in Shaanxi Qinling-Daba Mountains
REN Liang,WANG Xiaofeng*,ZENG Zhaozhao
(School of Tourism and Environment Sciences, Shaanxi Normal University, Xi′an 710119, Shaanxi, China)
Abstract:
Shaanxi Qinling-Daba Mountains is a typical area which has a complicated terrain. In this area, the study chose the data from 23 rain gauge stations to validate the accuracy of TRMM 3B42 (tropical rainfall measuring mission) precipitation product data over the period of 1998—2014 at different time scales and different terrain region, and evaluated the detecting the occurrence of rainy events for TRMM 3B42 daily precipitation. The results showed that TRMM 3B42 precipitation product had a higher accuracy in the annual, month and quarter timescale, and the accuracy is not good enough in the daily timescale. It showed good performance for detecting the occurrence of rain events with average equitable threat score(SET) of 0.38 in each rain gauge station. TRMM precipitation change process was consistent with the observed precipitation, but there were some differences in precipitation values. From May to October, there was a certain overestimation in the basin area, and some underestimation in the mountain region.The range of overestimation and underestimate was both less than 10%. In the dry season rainfall, TRMM precipitation had a good fit with the observed. Moreover, altitude and average annual precipitation had impacts on data accuracy. The absolute error of precipitation decreased and yet the ability of detecting rain events became weak with the increasing altitude,while the effect of average annual precipitation on data accuracy was opposite.
KeyWords:
Shaanxi Qinling-Daba Mountains; TRMM 3B42; precipitation; scale