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Advances in Earth Science  2017, Vol. 32 Issue (7): 723-730    DOI: 10.11867/j.issn.1001-8166.2017.07.0723
Review on Correction of Errors in Precipitation Measurement
Zhang Lele1, 2, Gao Liming1, 2, Zhao Lin3, Qiao Yongping3, Shi Jianzong3
1.School of Life Science and Geography, Qinghai Normal University, Xining 810008, China;
2.Qinghai Province Key Laboratory of Phyical Geography and Environmental Process, Qinghai Normal University, Xining 810008, China;
3.Cryosphere Research Station on the Qinghai-Tibet Plateau, State Key Laboratory of Cryosheric Sciences, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
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Abstract  Accurate precipitation is the basis for better understanding the climate change and water cycle process. The domestic and foreign scholars have done a great deal of work for the insufficient catch rate of rain gauges. A review of recent studies on correction of errors in precipitation measurement was given in this paper. It is considered that the correction scheme for liquid precipitation is mature at present, but there is not a uniform standard for solid precipitation correction. The main reason is that the current precipitation correction schemes are lack of consideration of precipitation micro process. The full consideration of the precipitation micro process is the key to the correction of precipitation with physical significance. In addition, more detailed precipitation type determination and the record of light precipitation events are also key problems to determine the precipitation correction scheme.
Key words:  Precipitation dynamic loss      Rain gauge      Precipitation correction.      Precipitation type     
Received:  19 March 2017      Published:  20 July 2017
ZTFLH:  P332.1  
Fund: Project supported by the National Natural Science Foundation of China “Bias correction of precipitation measured by rain gauges in the interior Qinghai-Tibetan Plateau”(No.41705139); Basic Research Project of Qinghai Province “Ecological and hydrological effects of vegetation degradation in Qinghai Lake Basin” (No.2017-ZJ-951Q)
About author:  Zhang Lele(1986-), male, Xin’an City, He’nan Province, Lecturer. Research areas include hydrology and surface processes in cold regions.E-mail:zhang1986lele@163. Com
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Zhang Lele
Zhao Lin
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Shi Jianzong
Gao Liming

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Zhang Lele, Gao Liming, Zhao Lin, Qiao Yongping, Shi Jianzong. Review on Correction of Errors in Precipitation Measurement. Advances in Earth Science, 2017, 32(7): 723-730.

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[1] Wanders N, Pan M, Wood E F. Correction of real-time satellite precipitation with multi-sensor satellite observations of land surface variables[J]. Remote Sensing of Environment , 2015, 160: 206-221.
[2] Prein A F, Gobiet A. Impacts of uncertainties in European gridded precipitation observations on regional climate analysis[J]. International Journal of Climatology , 2017, 37(1): 305-327.
[3] Guo Ruifang, Liu Yuanbo. Multi-satellite retrieval of high resolution precipitation: An overview[J]. Advances in Earth Science , 2015, 30(8):891-903.
. 地球科学进展, 2015, 30(8):891-903.]
[4] Wang Lei, Chen Rensheng, Song Yaoxuan. Study of statistical characteristics of wet season hourly rainfall at hulu watershed with Γ function in Qilian Mountains[J]. Advances in Earth Science , 2016, 31(8):840-848.
. 地球科学进展, 2016, 31(8):840-848.]
[5] Trenberth K E. Changes in precipitation with climate change[J]. Climate Research , 2011, 47(47):123-138.
[6] Blunden J, Arndt D S. State of the climate in 2015[J]. Bulletin of the American Meteorological Society , 2016, 97(8): Si-S275.
[7] Kochendorfer J, Rasmussen R, Wolff M, et al . The quantification and correction of wind-induced precipitation measurement errors[J]. Hydrology and Earth System Sciences , 2017, 21(4): 1 973-1 989.
[8] Nešpor V, Sevruk B. Estimation of wind-induced error of rainfall gauge measurements using a numerical simulation[J]. Journal of Atmospheric and Oceanic Technology , 1999, 16(4): 450-464.
[9] Yang D, Ohata T. A bias-corrected Siberian regional precipitation climatology[J]. Journal of Hydrometeorology , 2001, 2(2): 122-139.
[10] Thériault J M, Rasmussen R, Ikeda K, et al . Dependence of snow gauge collection efficiency on snowflake characteristics[J]. Journal of Applied Meteorology and Climatology , 2012, 51(4): 745-762.
[11] Teng J, Potter N J, Chiew F H S, et al . How does bias correction of regional climate model precipitation affect modelled runoff?[J]. Hydrology and Earth System Sciences , 2015, 19(2): 711-728.
[12] Michelson D B. Systematic correction of precipitation gauge observations using analyzed meteorological variables[J]. Journal of Hydrology , 2004, 290(3): 161-177.
[13] Cai Y, Jin C, Wang A, et al . Comprehensive precipitation evaluation of TRMM 3B42 with dense rain gauge networks in a mid-latitude basin, northeast, China[J]. Theoretical and Applied Climatology , 2016, 126(3/4): 659-671.
[14] Jiang S, Ren L, Yong B, et al . Evaluation of latest TMPA and CMORPH precipitation products with independent rain gauge observation networks over high-latitude and low-latitude basins in China[J]. Chinese Geographical Science , 2016, 26(4): 439-455.
[15] Nkiaka E, Nawaz N R, Lovett J C. Evaluating global reanalysis precipitation datasets with rain gauge measurements in the Sudano-Sahel region: Case study of the Logone catchment, Lake Chad Basin[J]. Meteorological Applications , 2017,24(1):9-18.
[16] Førland E J, Allerup P, Dahlström B, et al . Manual for operational correction of Nordic precipitation data[J]. DNMI-Reports , 1996, 24(96): 66.
[17] Goodison B, Yang D. In Situ Measurements of Solid Precipitation in High Latitudes: The Need for Correction[R].World Meteorological Organization-Publications-WMO TD, 1996: 3-17.
[18] Yang D, Kane D L, Hinzman L D, et al . An evaluation of the Wyoming gauge system for snowfall measurement[J]. Water Resources Research , 2000, 36(9): 2 665-2 677.
[19] Bogdanova E G, Ilyin B M, Dragomilova I V. Application of a comprehensive bias-correction model to precipitation measured at Russian North Pole drifting stations[J]. Journal of Hydrometeorology , 2002, 3(6): 700-713.
[20] Allis J A, Harris B, Sharp A L. A comparison of performance of five rain-gage installations[J]. Journal of Geophysical Research , 1963, 68(16): 4 723-4 729.
[21] Goodison B E, Metcalfe J R. Canadian snow gauge experiment: Recent results[C]∥Proceedings of the 50 th Annual Western Snow Conference,1982, 50: 192-195.
[22] Yang D, Kane D, Zhang Z, et al . Bias corrections of long-term (1973-2004) daily precipitation data over the northern regions[J]. Geophysical Research Letters , 2005, 32(19),doi:10.1029/2005GL024057.
[23] Sugiura K, Ohata T, Yang D, et al . Application of a snow particle counter to solid precipitation measurements under Arctic conditions[J]. Cold Regions Science and Technology , 2009, 58(1): 77-83.
[24] Yang D, Simonenko A. Comparison of winter precipitation measurements by six tretyakov gauges at the valdai experimental site[J]. Atmosphere-Ocean , 2014, 52(1):39-53.
[25] WMO. Annotated Bibliography on Precipitation Measurement Instruments[R]. WHO/IHD.Projects Report 17, 1973, WMO-No. 343, 1-278.
[26] Sevruk B, Hamon W R. International Comparison of National Precipitation Gauges with A Reference Pit Gauge[M].Secretariat of the World Meteorological Organization, 1984.
[27] Sugiura K, Yang D, Ohata T. Systematic error aspects of gauge-measured solid precipitation in the Arctic, Barrow, Alaska[J]. Geophysical Research Letters , 2003, 30(4),doi:10.1029/2002G2015547.
[28] Rodda J C .The rainfall measurement problem[R]∥Reports and Discussions. IAHS General Assembly of Berne, IAHS Publication,1967,78:215-231.
[29] He Xiaobo, Ye Baisheng, Ding Yongjian, et al . Bias correction for precipitation mesuament in Tanggula Mountain Tibetan Plateau[J]. Advances in Water Science , 2009, 20(3): 403-408.
. 水科学进展, 2009, 20(3): 403-408.]
[30] Bourgouin P. A method to determine precipitation types[J]. Weather & Forecasting , 2000, 15(5):583-592.
[31] Chen R, Liu J, Song Y. Precipitation type estimation and validation in China[J]. Journal of Mountain Science , 2014, 11(4): 917-925.
[32] Yang D, Goodison B E, Metcalfe J R, et al . Accuracy of NWS 80 standard nonrecording precipitation gauge: Results and application of WMO intercomparison[J]. Journal of Atmospheric & Oceanic Technology , 1998, 15(1):54.
[33] Collins W D, Rasch P J, Boville B A, et al . Description of the NCAR Community Atmosphere Model (CAM 3.0)[Z]. Boulder, Colorado: National Center for Atmospheric Research, 2004, tn-464+str(TN-485+STR).
[34] Hock R, Holmgren B. A distributed surface energy-balance model for complex topography and its application to Storglaciären, Sweden[J]. Journal of Glaciology , 2005, 51(172):25-36.
[35] Gao X, Ye B S, Zhang S Q, et al . Glacier runoff variation and its influence on river runoff during 1961-2006 in the Tarim River Basin, China[J]. Science in China ( Series D ), 2010, 53(6): 880-891.
[36] Fassnacht S R. Estimating Alter-shielded gauge snowfall undercatch, snowpack sublimation, and blowing snow transport at six sites in the coterminous USA[J]. Hydrological Processes , 2004, 18(18):3 481-3 492.
[37] Yamazaki T. A one-dimensional land surface model adaptable to intensely cold regions and its applications in Eastern Siberia[J]. Journal of the Meteorological Society of Japan , 2001, 79(6):1 107-1 118.
[38] Koistinen J, Saltikoff E. Experience of customer products of accumulated snow, sleet and rain[C]∥COST 75 Advanced Weather Radar Systems, International Seminar, Locarno, Switzerland, 1998.
[39] Ding B, Yang K, Qin J, et al . The dependence of precipitation types on surface elevation and meteorological conditions and its parameterization[J]. Journal of Hydrology , 2014, 513: 154-163.
[40] Wang Lei, Li Xiuping, Zhou Jing, et al . Hydrological modelling over the Tibetan Plateau: Current status and perspective[J]. Advances in Earth Science , 2014, 29(6):674-682.
.地球科学进展,2014, 29(6):674-682.]
[41] Sevruk B, Ondr��s M, Chvíla B. The WMO precipitation measurement intercomparisons[J]. Atmospheric Research , 2009, 92(3): 376-380.
[42] Struzer L R. Practicability analysis of rain gauge international comparison test results[J]. Transmission Voyeykov Main Geophysical Observatory , 1971, 260: 77-94.
[43] Nitu R, Rasmussen R, Hendrikx J, et al . A global experiment to improve observations of snow: The World Meteorological Organization Solid Precipitation Intercomparison Experiment (WMO-SPICE)[C]∥AGU Fall Meeting Abstracts,2012, 1: 1261.
[44] Yang D. Double Fence Intercomparison Reference (DFIR) vs. bush gauge for “true” snowfall measurement[J]. Journal of Hydrology , 2014, 509: 94-100.
[45] Smith C D. Correcting the wind bias in snowfall measurements made with a Geonor T-200B precipitation gauge and alter wind shield[C]∥87 th American Meteorological Society Annual Meeting. San Antonio, TX, 2007.
[46] MacDonald J, Pomeroy J W. Gauge undercatch of two common snowfall gauges in a prairie environment[C]∥Proceedings of the 64th Eastern Snow Conference,2007, 29: 119-126.
[47] Yang D, Goodison B E, Ishida S, et al . Adjustment of daily precipitation data at 10 climate stations in Alaska: Application of World Meteorological Organization intercomparison results[J]. Water Resources Research , 1998, 34(2):241-256.
[48] Yang D, Goodison B E, Metcalfe J R, et al . Quantification of precipitation measurement discontinuity induced by wind shields on national gauges[J]. Water Resources Research , 1999, 35(2): 491-508.
[49] Yang D, Goodison B E, Metcalfe J R, et al . Accuracy of tretyakov precipitation gauge: Result of wmo intercomparison[J]. Hydrological Processes , 1995, 9(8):877-895.
[50] Zhang Y, Ohata T, Yang D, et al . Bias correction of daily precipitation measurements for Mongolia[J]. Hydrological Processes , 2004, 18(16): 2 991-3 005.
[51] Yang D, Ishida S, Goodison B E, et al . Bias correction of daily precipitation measurements for Greenland[J]. Journal of Geophysical Research : Atmospheres , 1999, 104(D6): 6 171-6 181.
[52] Goodison B E, Louie P Y T, Yang D. WMO Solid Precipitation Measurement Intercomparison[M]. Geneva: World Meteorological Organization, 1998.
[53] Thériault J M, Rasmussen R, Petro E, et al . Impact of wind direction, wind speed, and particle characteristics on the collection efficiency of the Double Fence Intercomparison Reference[J]. Journal of Applied Meteorology & Climatology , 2015, 54(9),doi:10.1175/JAMC-D-15-00341.
[54] Garrett T J, Yuter S E. Observed influence of riming, temperature, and turbulence on the fallspeed of solid precipitation[J]. Geophysical Research Letters , 2015, 41(18):6 515-6 522.
[55] Rasmussen R M, Hallett J, Purcell R, et al . The hotplate precipitation gauge[J]. Journal of Atmospheric and Oceanic Technology , 2011, 28(2): 148-164.
[56] Fischer A P. The Measurement factors in estimating snowfall derived from snow cover surfaces using acoustic snow depth sensors[J]. Journal of Applied Meteorology & Climatology , 2011, 50(3):681-699.
[57] Ye B, Yang D, Ding Y, et al . A bias-corrected precipitation climatology for China[J]. Journal of Hydrometeorology , 2004, 5(6): 1 147-1 160.
[58] Ding Y, Yang D, Ye B, et al . Effects of bias correction on precipitation trend over China[J]. Journal of Geophysical Research : Atmospheres , 2007, 112(D13),doi:10.1029/2006JD007938.
[59] Ren Zhihua, Li Wei, Lei Yong, et al . A comparison experiment of solid precipitation measurement and its primary results[J]. Meteorological Monthly , 2007, 33(10):96-101.
. 气象, 2007, 33(10):96-101.]
[60] Guan Yeli, Yang Baohua, Li Qing. Comparative analysis on rainfall observation by weighing sensor and manual method[J]. Meteorological , Hydrological and Marine Instruments , 2015, 32(2):76-78.
. 气象水文海洋仪器, 2015, 32(2):76-78.]
[61] Yang Daqing, Jiang Tong, Zhang Yinsheng, et al . Analysis and correction of errors in precipitation measurement at the head of Urumqi River, Tianshan[J]. Journal of Glaciology and Geocryology , 1988, 10(4): 384-400.
. 冰川冻土, 1988, 10(4): 384-400.]
[62] Yang Daqing, Shi Yafeng, Kang Ersi, et al . Results of solid precipitation measurement intercomparison in the alpine area of Urumqi River Basin[J]. Chinese Science Bulletin , 1990, 35(22):1 734-1 737.
. 科学通报, 1990, 35(22):1 734-1 737.]
[63] Ma Y, Zhang Y, Yang D, et al . Precipitation bias variability versus various gauges under different climatic conditions over the Third Pole Environment (TPE) region[J]. International Journal of Climatology , 2015, 35(7):1 201-1 211.
[64] Zhang Lele, Jiao Keqin, Zhao Lin, et al . Observation and comparative analysis of the precipitation in the Beiluhe region, Tibetan Plateau[J]. Journal of Glaciology and Geocryology , 2013, 35(1):30-39.
. 冰川冻土, 2013, 35(1):30-39.]
[65] Zhao Qiudong, Ye Baisheng, He Xiaobo, et al . Bias correction of daily precipitation measured by Geonor T-200B precipitation gauge in Tanggula Mountain[J]. Plateau Meteorology , 2014, 33(2):452-459.
. 高原气象, 2014, 33(2):452-459.]
[66] Chen R, Liu J, Kang E, et al . Precipitation measurement intercomparison in the Qilian Mountains, north-eastern Tibetan Plateau[J]. The Cryosphere , 2015, 9(5): 1 995-2 008.
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