Acta Geographica Sinica ›› 2019, Vol. 74 ›› Issue (7): 1305-1318.doi: 10.11821/dlxb201907003
• Climate Change and Surface Processes • Previous Articles Next Articles
Received:
2018-12-03
Revised:
2019-04-23
Online:
2019-07-25
Published:
2019-07-23
Contact:
YONG Bin
E-mail:yongbin_hhu@126.com
Supported by:
ZENG Suikang,YONG Bin. Evaluation of the GPM-based IMERG and GSMaP precipitation estimates over the Sichuan region[J].Acta Geographica Sinica, 2019, 74(7): 1305-1318.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Tab. 1
Main characteristics of four satellite precipitation products
降水产品 | 时空分辨率 | 覆盖范围 | 融合数据源 | 是否有站点校正 |
---|---|---|---|---|
GSMaP_MVK | 0.1o | 准全球60oN~60oS | IR, PMW, DPR/GMI | 否 |
GSMaP_Gauge | 0.1o | 准全球60oN~60oS | IR, PMW, DPR/GMI | CPC站点校正 |
IMERG_Uncal | 0.1o | 全球90oS~90oN | IR, PMW, DPR/GMI | 否 |
IMERG_Cal | 0.1o | 全球90oS~90oN | IR, PMW, DPR/GMI | GPCC站点校正 |
[1] | Tang Guoqing, Long Di, Wan Wei , et al. An overview and outlook of global water remote sensing technology and applications. Scientia Sinica Technologica, 2015,45(10):1013-1023. |
[ 唐国强, 龙笛, 万玮 , 等. 全球水遥感技术及其应用研究的综述与展望. 中国科学: 技术科学, 2015,45(10):1013-1023.] | |
[2] |
Tong K, Su F G, Yang D Q , et al. Evaluation of satellite precipitation retrievals and their potential utilities in hydrologic modeling over the Tibetan Plateau. Journal of Hydrology, 2014,519:423-437.
doi: 10.1016/j.jhydrol.2014.07.044 |
[3] |
Guo Ruifang, Liu Yuanbo . Multi-satellite retrieval of high resolution precipitation: An overview. Advances in Earth Science, 2015,30(8):891-903.
doi: 10.11867/j.issn.1001-8166.2015.08.0891 |
[ 郭瑞芳, 刘元波 . 多传感器联合反演高分辨率降水方法综述. 地球科学进展, 2015,30(8):891-903.]
doi: 10.11867/j.issn.1001-8166.2015.08.0891 |
|
[4] |
Liu Z, Ostrenga D, Teng W , et al. Tropical Rainfall Measuring Mission (TRMM) precipitation data and services for research and applications. Bulletin of the American Meteorological Society, 2012,93(9):1317.
doi: 10.1175/BAMS-D-11-00152.1 |
[5] |
Pombo S, Oliveira Rodrigo Proença De . Evaluation of extreme precipitation estimates from TRMM in Angola. Journal of Hydrology, 2015,523:663-679.
doi: 10.1016/j.jhydrol.2015.02.014 |
[6] | Jiang Shanhu, Ren Liliang, Yong Bin , et al. Hydrological evaluation of the TRMM multi-satellite precipitation estimates over the Mishui basin. Advances in Water Science, 2014,25(5):641-649. |
[ 江善虎, 任立良, 雍斌 , 等. TRMM卫星降水数据在洣水流域径流模拟中的应用. 水科学进展, 2014,25(5):641-649.] | |
[7] |
Hou A Y, Kakar R K, Neeck S , et al. The global precipitation measurement mission. Bulletin of the American Meteorological Society, 2014,95(5):701-722.
doi: 10.1175/BAMS-D-13-00164.1 |
[8] | Draper D W, Newell D A, Wentz F J , et al. The Global Precipitation Measurement (GPM) Microwave Imager (GMI): Instrument overview and early on-orbit performance. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2015,8(7):3452-3462. |
[9] |
Tang Guoqiang, Wan Wei, Zeng Ziyue , et al. An overview of the Global Precipitation Measurement (GPM) mission and its latest development. Remote Sensing Technology and Application, 2015,30(4):607-615.
doi: 10.11873/j.issn.1004-0323.2015.4.0607 |
[ 唐国强, 万玮, 曾子悦 , 等. 全球降水测量(GPM)计划及其最新进展综述. 遥感技术与应用, 2015,30(4):607-615.]
doi: 10.11873/j.issn.1004-0323.2015.4.0607 |
|
[10] | Shige S, Yamamoto T, Tsukiyama T , et al. The GSMaP precipitation retrieval algorithm for microwave sounders: Over-ocean algorithm. IEEE Transactions on Geoscience & Remote Sensing, 2009,47(9):3084-3097. |
[11] |
Tan M, Duan Z . Assessment of GPM and TRMM precipitation products over Singapore. Remote Sensing, 2017,9(7):720.
doi: 10.3390/rs9070720 |
[12] |
Sharifi E, Steinacker R, Saghafian B . Assessment of GPM-IMERG and other precipitation products against gauge data under different topographic and climatic conditions in Iran: Preliminary results. Remote Sensing, 2016,8(2):135.
doi: 10.3390/rs8020135 |
[13] |
Tian Y D, Peters-Lidard C D, Adler R F , et al. Evaluation of GSMaP precipitation estimates over the contiguous United States. Journal of Hydrometeorology, 2010,11(2):566-574.
doi: 10.1175/2009JHM1190.1 |
[14] |
Tang G Q, Ma Y Z, Long D , et al. Evaluation of GPM Day-1 IMERG and TMPA Version-7 legacy products over Mainland China at multiple spatiotemporal scales. Journal of Hydrology, 2016,533:152-167.
doi: 10.1016/j.jhydrol.2015.12.008 |
[15] | Chen Xiaohong, Zhong Ruida, Wang Zhaoli , et al. Accuracy and hydrological utility evaluation of new generation GPM IMERG remote sensing precipitation data in southern China. Journal of Hydraulic Engineering, 2017,48(10):1147-1156. |
[ 陈晓宏, 钟睿达, 王兆礼 , 等. 新一代GPM IMERG卫星遥感降水数据在中国南方地区的精度及水文效用评估. 水利学报, 2017,48(10):1147-1156.] | |
[16] | Jin Xiaolong, Shao Hua, Zhang Chi , et al. The applicability evaluation of three satellite products in Tianshan Mountains. Journal of Natural Resources, 2016,31(12):2074-2085. |
[ 金晓龙, 邵华, 张弛 , 等. GPM卫星降水数据在天山山区的适用性分析. 自然资源学报, 2016,31(12):2074-2085.] | |
[17] |
Lu D K, Yong B . Evaluation and hydrological utility of the latest GPM IMERG V5 and GSMaP V7 precipitation products over the Tibetan Plateau. Remote Sensing, 2018,10(12):2022.
doi: 10.3390/rs10122022 |
[18] |
Zhang S J, Wang D H, Qin Z K , et al. Assessment of the GPM and TRMM precipitation products using the rain gauge network over the Tibetan Plateau. Journal of Meteorological Research, 2018,32(2):324-336.
doi: 10.1007/s13351-018-7067-0 |
[19] | Shao Yuankun, Shen Tongli, You Yong , et al. Precipitation features of Sichuan basin in the recent 40 decades. Journal of Southwest Agricultural University (Natural Science), 2005(6):749-752. |
[ 邵远坤, 沈桐立, 游泳 , 等. 四川盆地近40年来的降水特征分析. 西南农业大学学报(自然科学版), 2005(6):749-752.] | |
[20] | Yang Yunchuan, Cheng Genwei, Fan Jihui , et al. Accuracy validation of TRMM 3B42 data in Sichuan basin and the surrounding areas. Journal of the Meteorological Sciences, 2013,33(5):526-535. |
[ 杨云川, 程根伟, 范继辉 , 等. 四川盆地及周边地区TRMM 3B42数据精度检验. 气象科学, 2013,33(5):526-535.] | |
[21] |
Ji Tao, Yang Hua, Liu Rui , et al. Applicability analysis of the TRMM precipitation data in the Sichuan-Chongqing region. Progress in Geography, 2014,33(10):1375-1386.
doi: 10.11820/dlkxjz.2014.10.009 |
[ 嵇涛, 杨华, 刘睿 , 等. TRMM卫星降水数据在川渝地区的适用性分析. 地理科学进展, 2014,33(10):1375-1386.]
doi: 10.11820/dlkxjz.2014.10.009 |
|
[22] | Sun Chen, Cheng Zhigang, Mao Xiaoliang , et al. Extreme climatic change trend and features in Sichuan for latest 44 years. Journal of Lanzhou University (Natural Science), 2017(1):119-126. |
[ 孙晨, 程志刚, 毛晓亮 , 等. 近44a四川地区极端气候变化趋势及特征分析. 兰州大学学报(自然科学版), 2017(1):119-126.] | |
[23] | Bai Yingying, Zhang Yi, Gao Yanghua , et al. Spatial differences of precipitation over Sichuan Basin. Scientia Geographica Sinica, 2011,31(4):478-484. |
[ 白莹莹, 张焱, 高阳华 , 等. 四川盆地降水变化的区域差异. 地理科学, 2011,31(4):478-484.] | |
[24] | Xie P P, Xiong A Y . A conceptual model for constructing high-resolution gauge-satellite merged precipitation analyses. Journal of Geophysical Research Atmospheres, 2011,116(D21):21106. |
[25] |
Shen Y, Zhao P, Pan Y , et al. A high spatiotemporal gauge-satellite merged precipitation analysis over China. Journal of Geophysical Research Atmospheres, 2014,119(6):3063-3075.
doi: 10.1002/2013JD020686 |
[26] | Shen Yan, Pan Yang, Yu Jingjing , et al. Quality assessment of hourly merged precipitation product over China. Transactions of Atmospheric Sciences, 2013,36(1):37-46. |
[ 沈艳, 潘旸, 宇婧婧 , 等. 中国区域小时降水量融合产品的质量评估. 大气科学学报, 2013,36(1):37-46.] | |
[27] | Huffman G, Bolvin D, Nelkin E , et al. Improving user access to the Integrated Multi-Satellite Retrievals for GPM (IMERG) products. Egu General Assembly Conference. EGU General Assembly Conference Abstracts, 2016. |
[28] | Kachi M, Kubota T, Aonashi K , et al. Recent improvements in the global satellite mapping of precipitation (GSMaP). Geoscience & Remote Sensing Symposium, IEEE, 2014: 3762-3765. |
[29] |
Yong B, Ren L L, Hong Y , et al. First evaluation of the climatological calibration algorithm in the real-time TMPA precipitation estimates over two basins at high and low latitudes. Water Resources Research, 2013,49(5):2461-2472.
doi: 10.1002/wrcr.20246 |
[30] | Li Qilun, Zhang Wanchang, Yi Lu , et al. Accuracy evaluation and comparison of GPM and TRMM precipitation product over Mainland China. Advances in Water Science, 2018,29(3):303-313. |
[ 李麒崙, 张万昌, 易路 , 等. GPM与TRMM降水数据在中国大陆的精度评估与对比. 水科学进展, 2018,29(3):303-313.] | |
[31] | Hu Qingfang, Yang Dawen, Wang Yintang , et al. Accuracy and spatio-temporal variation of high resolution satellite rainfall estimate over the Ganjiang river basin. Scientia Sinica Technologica, 2013,56(4):853-865. |
[ 胡庆芳, 杨大文, 王银堂 , 等. 赣江流域高分辨率卫星降水数据的精度特征与时空变化规律. 中国科学: 技术科学, 2013,56(4):447-459.] | |
[32] |
Tian Y D, Peters-Lidard C D, Eylander J B , et al. Component analysis of errors in satellite-based precipitation estimates. Journal of Geophysical Research, 2009,114(D24):D24101.
doi: 10.1029/2009JD011949 |
[33] | Zhou Changyan, Cen Sixian, Li Yueqing , et al. Precipitation variation and its impacts in Sichuan in the last 50 years. Acta Geographica Sinica, 2011,66(5):619-630. |
[ 周长艳, 岑思弦, 李跃清 , 等. 四川省近50年降水的变化特征及影响. 地理学报, 2011,66(5):619-630.] | |
[34] | Liu Kejin, Wang Wen, Zhu Ye , et al. Trend of drought and its relationship with extreme precipitation in Huaihe river basin over the last 60 years. Journal of Hydraulic Engineering, 2012(10):1179-1187. |
[ 刘可晶, 王文, 朱烨 , 等. 淮河流域过去60年干旱趋势特征及其与极端降水的联系. 水利学报, 2012(10):1179-1187.] | |
[35] |
Kim K, Park J, Baik J , et al. Evaluation of topographical and seasonal feature using GPM IMERG and TRMM 3B42 over Far-East Asia. Atmospheric Research, 2017,187:95-105.
doi: 10.1016/j.atmosres.2016.12.007 |
[36] |
Ran X, Tian F Q, Long Y , et al. Ground validation of GPM IMERG and TRMM 3B42V7 rainfall products over southern Tibetan Plateau based on a high-density rain-gauge network: Validation of GPM and TRMM over TP. Journal of Geophysical Research Atmospheres, 2017,122(2):910-924.
doi: 10.1002/2016JD025418 |
[37] | Wang Simeng, Wang Dazhao, Huang Chang . Evaluating the applicability of GPM satellite precipitation data in Heihe river basin. Journal of Natural Resources, 2018,33(10):1847-1860. |
[ 王思梦, 王大钊, 黄昌 . GPM卫星降水数据在黑河流域的适用性评价. 自然资源学报, 2018,33(10):1847-1860.] | |
[38] |
Prakash S, Mitra A K, Rajagopal E N , et al. Assessment of TRMM-based TMPA and GSMaP precipitation products over India for the peak southwest monsoon season. International Journal of Climatology, 2016,36(4):1614-1631.
doi: 10.1002/joc.2016.36.issue-4 |
[1] | LANG Lichen, TANG Cheng, GAO Xing, LI Zhihui, WU Feng. Spatial interpolation of high-resolution daily precipitation over complex terrains [J]. Acta Geographica Sinica, 2023, 78(1): 101-120. |
[2] | ZHANG Haiping, TANG Guoan, XIONG Liyang, YANG Xin, LI Fayuan. Geomorphology-oriented theoretical framework and construction method for value-added DEM [J]. Acta Geographica Sinica, 2022, 77(3): 518-533. |
[3] | ZHANG Yu, ZHANG Daojun. Improvement of terrain niche index model and its application in vegetation cover evaluation [J]. Acta Geographica Sinica, 2022, 77(11): 2757-2772. |
[4] | ZHANG Junhua, ZHU Lianqi, LI Guodong, ZHAO Fang, QIN Jingting. Spatial patterns of SOC/TN content and their significance for identifying the boundary between warm temperate and subtropical zones in China's north-south transitional zone [J]. Acta Geographica Sinica, 2021, 76(9): 2269-2282. |
[5] | XIONG Liyang, TANG Guoan, YANG Xin, LI Fayuan. Geomorphology-oriented digital terrain analysis: Progress and perspectives [J]. Acta Geographica Sinica, 2021, 76(3): 595-611. |
[6] | HU Sheng, QIU Haijun, WANG Ninglian, CUI Yifei, CAO Mingming, WANG Jiading, WANG Xingang. The influence of terrain on loess landslides in Loess Plateau [J]. Acta Geographica Sinica, 2021, 76(11): 2697-2709. |
[7] | PENG Wenfu, ZHANG Dongmei, LUO Yanmei, TAO Shuai, XU Xinliang. Influence of natural factors on vegetation NDVI using geographical detection in Sichuan Province [J]. Acta Geographica Sinica, 2019, 74(9): 1758-1776. |
[8] | WANG Chenzhi,ZHANG Zhao,ZHANG Jing,TAO Fulu,CHEN Yi,DING Hu. The effect of terrain factors on rice production: A case study in Hunan Province [J]. Acta Geographica Sinica, 2018, 73(9): 1792-1808. |
[9] | WEI Xueli,CHEN Ningsheng. Development of debris flows in Guanba River and its effect on sediment deposition in Qionghai Lake of Sichuan [J]. Acta Geographica Sinica, 2018, 73(1): 81-91. |
[10] | Guoan TANG. Progress of DEM and digital terrain analysis in China [J]. Acta Geographica Sinica, 2014, 69(9): 1305-1325. |
[11] | LI Shan, WANG Zheng, ZHONG Zhangqi. Gravity Model for Tourism Spatial Interaction: Basic Form, Parameter Estimation, and Applications [J]. Acta Geographica Sinica, 2012, 67(4): 526-544. |
[12] | ZENG Hongwei, LI Lijuan. Accuracy Validation of TRMM 3B43 Data in Lancang River Basin [J]. Acta Geographica Sinica, 2011, 66(7): 994-1004. |
[13] | JIANG Zhijie, ZHANG Jie, LI Li, NIE Shouhong. Research on Interactive Relationship between Terrain Cognition and Spatial Behavior in Small-Scale Environment: A Case Study of Pukou Campus in Nanjing University [J]. Acta Geographica Sinica, 2011, 66(6): 821-830. |
[14] | ZHOU Changyan, CEN Sixuan, LI Yueqing, PENG Guozhao, YANG Shuqun, PENG Jun. Precipitation Variation and Its Impacts in Sichuan in the Last 50 Years [J]. Acta Geographica Sinica, 2011, 66(5): 619-630. |
[15] | BAI Yan, LIAO Shunbao, SUN Jiulin. Evaluating Methods and Scale Effects of Attribute Information Loss in Rasterization: A Case Study of 1:250 000 Land Cover Data of Sichuan [J]. Acta Geographica Sinica, 2011, 66(5): 709-717. |