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Volumn 154, Issue , 2015, Pages 39-59

How well can we estimate error variance of satellite precipitation data around the world?

Author keywords

Climate; Precipitation rate; Satellite precipitation error variance; Season; Topography; Ungauged regions

Indexed keywords

GEOPHYSICS; NONLINEAR EQUATIONS; PRECIPITATION (METEOROLOGY); REGRESSION ANALYSIS; SATELLITES; TOPOGRAPHY;

EID: 84910595306     PISSN: 01698095     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosres.2014.11.005     Document Type: Article
Times cited : (46)

References (56)
  • 1
    • 0842334547 scopus 로고    scopus 로고
    • The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present)
    • Adler R.F., et al. The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present). J. Hydrometeorol. 2003, 4:1147-1167.
    • (2003) J. Hydrometeorol. , vol.4 , pp. 1147-1167
    • Adler, R.F.1
  • 2
    • 34848921608 scopus 로고    scopus 로고
    • Adequacy of satellite derived precipitation data for streamflow modeling
    • Artan G., Gadain H., Smith J., Asante K., Bandaragoda C.J., Verdin J. Adequacy of satellite derived precipitation data for streamflow modeling. Nat. Hazards 2007, 43:167-185. 10.1007/s11069-007-9121-6.
    • (2007) Nat. Hazards , vol.43 , pp. 167-185
    • Artan, G.1    Gadain, H.2    Smith, J.3    Asante, K.4    Bandaragoda, C.J.5    Verdin, J.6
  • 3
    • 31544434515 scopus 로고    scopus 로고
    • Probabilistic and ensemble representations of the uncertainty in an IR/microwave satellite precipitation product
    • Bellerby T., Sun J. Probabilistic and ensemble representations of the uncertainty in an IR/microwave satellite precipitation product. J. Hydrometeorol. 2005, 6:1032-1044.
    • (2005) J. Hydrometeorol. , vol.6 , pp. 1032-1044
    • Bellerby, T.1    Sun, J.2
  • 4
    • 13844292766 scopus 로고    scopus 로고
    • Comparison of TRMM precipitation retrievals with rain gauge data from ocean buoys
    • Bowman K.P. Comparison of TRMM precipitation retrievals with rain gauge data from ocean buoys. J. Climate 2005, 18:178-190. 10.1175/JCLI3259.1.
    • (2005) J. Climate , vol.18 , pp. 178-190
    • Bowman, K.P.1
  • 5
    • 42549125053 scopus 로고    scopus 로고
    • Assessing objective techniques for gauge-based analyses of global daily precipitation
    • Chen M., Shi W., Xie P., Silva V.B.S., Kousky V.E., Wayne Higgins R., Janowiak J.E. Assessing objective techniques for gauge-based analyses of global daily precipitation. J. Geophys. Res. 2008, 113:D04110. 10.1029/2007JD009132.
    • (2008) J. Geophys. Res. , vol.113 , pp. D04110
    • Chen, M.1    Shi, W.2    Xie, P.3    Silva, V.B.S.4    Kousky, V.E.5    Wayne, H.R.6    Janowiak, J.E.7
  • 6
    • 0033374955 scopus 로고    scopus 로고
    • Radar-rain gauge comparisons under observational uncertainties
    • Ciach G.J., Krajewski W.F. Radar-rain gauge comparisons under observational uncertainties. J. Appl. Meteorol. 1999, 38(10):1519-1525.
    • (1999) J. Appl. Meteorol. , vol.38 , Issue.10 , pp. 1519-1525
    • Ciach, G.J.1    Krajewski, W.F.2
  • 8
    • 84890426166 scopus 로고    scopus 로고
    • Estimation of Satellite precipitation error variance using readily available geophysical features
    • Gebregiorgis A.S., Hossain F. Estimation of Satellite precipitation error variance using readily available geophysical features. IEEE Trans. Geosci. Remote Sens. 2013, 10.1109/TGRS.2013.2238636.
    • (2013) IEEE Trans. Geosci. Remote Sens.
    • Gebregiorgis, A.S.1    Hossain, F.2
  • 9
    • 84871809138 scopus 로고    scopus 로고
    • Understanding the dependency of satellite precipitation uncertainty on topography and climate for hydrologic model simulation
    • Gebregiorgis A.S., Hossain F. Understanding the dependency of satellite precipitation uncertainty on topography and climate for hydrologic model simulation. IEEE Trans. Geosci. Remote Sens. 2013, 51(1):704-718.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.1 , pp. 704-718
    • Gebregiorgis, A.S.1    Hossain, F.2
  • 10
    • 84869402188 scopus 로고    scopus 로고
    • Tracing hydrologic model simulation error as a function of satellite precipitation estimation bias components and land use and land cover conditions
    • (p. W11 509)
    • Gebregiorgis A.S., Tian Y., Peters-Lidard C., Hossain F. Tracing hydrologic model simulation error as a function of satellite precipitation estimation bias components and land use and land cover conditions. Water Resour. Res. 2012, 48(11). (p. W11 509). 10.1029/2011WR011643.
    • (2012) Water Resour. Res. , vol.48 , Issue.11
    • Gebregiorgis, A.S.1    Tian, Y.2    Peters-Lidard, C.3    Hossain, F.4
  • 12
    • 79960057071 scopus 로고    scopus 로고
    • Nonparametric error model for a high resolution satellite rainfall product
    • Gebremichael M., Liao G.Y., Yan J. Nonparametric error model for a high resolution satellite rainfall product. Water Resour. Res. 2011, 47:W07504. 10.1029/2010WR009667.
    • (2011) Water Resour. Res. , vol.47 , pp. W07504
    • Gebremichael, M.1    Liao, G.Y.2    Yan, J.3
  • 14
    • 13244261088 scopus 로고    scopus 로고
    • Precipitation estimation from remotely sensed imagery using artificial neural network-cloud classification system
    • Hong Y., Hsu K., Gao X., Sorooshian S. Precipitation estimation from remotely sensed imagery using artificial neural network-cloud classification system. J. Appl. Meteorol. 2004, 43:1834-1853.
    • (2004) J. Appl. Meteorol. , vol.43 , pp. 1834-1853
    • Hong, Y.1    Hsu, K.2    Gao, X.3    Sorooshian, S.4
  • 15
    • 33749405835 scopus 로고    scopus 로고
    • Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response
    • Hong Y., Hsu K.-L., Moradkhani H., Sorooshian S. Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response. Water Resour. Res. 2006, 42:W08421. 10.1029/2005WR004398.
    • (2006) Water Resour. Res. , vol.42 , pp. W08421
    • Hong, Y.1    Hsu, K.-L.2    Moradkhani, H.3    Sorooshian, S.4
  • 16
    • 18544400973 scopus 로고    scopus 로고
    • Assessment of current passive microwave- and infrared-based satellite precipitation remote sensing for flood prediction
    • (p. D07 102)
    • Hossain F., Anagnostou E.N. Assessment of current passive microwave- and infrared-based satellite precipitation remote sensing for flood prediction. J. Geophys. Res. 2004, 109(D7). (p. D07 102).
    • (2004) J. Geophys. Res. , vol.109 , Issue.D7
    • Hossain, F.1    Anagnostou, E.N.2
  • 18
    • 84891440450 scopus 로고    scopus 로고
    • Precipitation estimation using a cloud patch classification map
    • Springer Publishing Company, Dordrecht, V. Levizzani, P. Bauer, F.J. Turk (Eds.)
    • Hsu K., Hong Y., Sorooshian S. Precipitation estimation using a cloud patch classification map. Measurement of Precipitation From Space: EURAINSAT and Future 2007, 329-343. Springer Publishing Company, Dordrecht. V. Levizzani, P. Bauer, F.J. Turk (Eds.).
    • (2007) Measurement of Precipitation From Space: EURAINSAT and Future , pp. 329-343
    • Hsu, K.1    Hong, Y.2    Sorooshian, S.3
  • 19
    • 0001118910 scopus 로고    scopus 로고
    • Estimates of root mean square random error for finite samples of estimated precipitation
    • Huffman G.J. Estimates of root mean square random error for finite samples of estimated precipitation. J. Appl. Meteorol. 1997, 36(9):1191-1201.
    • (1997) J. Appl. Meteorol. , vol.36 , Issue.9 , pp. 1191-1201
    • Huffman, G.J.1
  • 21
    • 33947356755 scopus 로고    scopus 로고
    • The TRMM Multisatellite Precipitation Analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales
    • Huffman G.J., Adler R.F., Bolvin D.T., Gu G.J., Nelkin E.J., Bowman K.P., Hong Y., Stocker E.F., Wolff D.B. The TRMM Multisatellite Precipitation Analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. J. Hydrometeorol. 2007, 8(1):38-55.
    • (2007) J. Hydrometeorol. , vol.8 , Issue.1 , pp. 38-55
    • Huffman, G.J.1    Adler, R.F.2    Bolvin, D.T.3    Gu, G.J.4    Nelkin, E.J.5    Bowman, K.P.6    Hong, Y.7    Stocker, E.F.8    Wolff, D.B.9
  • 24
    • 2442514138 scopus 로고    scopus 로고
    • CMORPH: a method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution
    • Joyce R., Janowiak J.E., Arkin P.A., Xie P. CMORPH: a method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution. J. Hydrometeorol. 2004, 5:487-503.
    • (2004) J. Hydrometeorol. , vol.5 , pp. 487-503
    • Joyce, R.1    Janowiak, J.E.2    Arkin, P.A.3    Xie, P.4
  • 25
    • 0842291526 scopus 로고    scopus 로고
    • Satellite precipitation estimation using combined passive microwave and infrared algorithms
    • Kidd C., Kniveton D.R., Todd M.C., Bellerby T.J. Satellite precipitation estimation using combined passive microwave and infrared algorithms. J. Hydrometeorol. 2003, 4:1088-1104.
    • (2003) J. Hydrometeorol. , vol.4 , pp. 1088-1104
    • Kidd, C.1    Kniveton, D.R.2    Todd, M.C.3    Bellerby, T.J.4
  • 26
    • 0036012193 scopus 로고    scopus 로고
    • A self-calibrating real-time GOES precipitation algorithm for short-term precipitation estimates
    • Kuligowski R.J. A self-calibrating real-time GOES precipitation algorithm for short-term precipitation estimates. J. Hydrometeorol. 2002, 3:112-130.
    • (2002) J. Hydrometeorol. , vol.3 , pp. 112-130
    • Kuligowski, R.J.1
  • 27
    • 84901417199 scopus 로고    scopus 로고
    • Convective rainfall estimation from MSG/SEVIRI data based on different development phase duration of convective systems (growth phase and decay phase)
    • Lazri M., Ameur S., Brucker J.M., Quallouche F. Convective rainfall estimation from MSG/SEVIRI data based on different development phase duration of convective systems (growth phase and decay phase). Atmos. Res. 2014, 147-148(2014):38-50. 10.1016/j.atmosres.2014.04.019.
    • (2014) Atmos. Res. , Issue.2014 , pp. 38-50
    • Lazri, M.1    Ameur, S.2    Brucker, J.M.3    Quallouche, F.4
  • 28
    • 0032920124 scopus 로고    scopus 로고
    • Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation
    • Legates D.R., McCabe G.J. Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation. Water Resour. Res. 1999, 35(1):233-241.
    • (1999) Water Resour. Res. , vol.35 , Issue.1 , pp. 233-241
    • Legates, D.R.1    McCabe, G.J.2
  • 29
    • 34547689858 scopus 로고    scopus 로고
    • The NCEP stage II/IV hourly precipitation analyses: Development and applications
    • Amer. Meteor. Soc, San Diego, CA
    • Lin Y., Mitchell K. The NCEP stage II/IV hourly precipitation analyses: Development and applications. Preprints, 19th Conf. on Hydrology 2005, 1.2. Amer. Meteor. Soc, San Diego, CA, (Available online at ams.confex.com/ams/Annual2005/ techprogram/paper_83847.htm.).
    • (2005) Preprints, 19th Conf. on Hydrology
    • Lin, Y.1    Mitchell, K.2
  • 30
    • 0036693812 scopus 로고    scopus 로고
    • Weather radar coverage over the contiguous United States
    • Maddox R., Zhang J., Gourley J., Howard K. Weather radar coverage over the contiguous United States. Weather Forecast. 2002, 17:927-934.
    • (2002) Weather Forecast. , vol.17 , pp. 927-934
    • Maddox, R.1    Zhang, J.2    Gourley, J.3    Howard, K.4
  • 31
    • 84901925043 scopus 로고    scopus 로고
    • An error model for uncertainty quantification in high-time-resolution precipitation products
    • Maggioni V., Sapiano M.R.P., Adler R.F., Tian Y., Huffman G.J. An error model for uncertainty quantification in high-time-resolution precipitation products. J. Hydrometeorol. 2014, 15:1274-1292. 10.1175/JHM-D-13-0112.1.
    • (2014) J. Hydrometeorol. , vol.15 , pp. 1274-1292
    • Maggioni, V.1    Sapiano, M.R.P.2    Adler, R.F.3    Tian, Y.4    Huffman, G.J.5
  • 32
    • 0037113274 scopus 로고    scopus 로고
    • A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States
    • Maurer E.P., Wood A.W., Adam J.C., Lettenmaier D.P. A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States. J. Climate 2002, 15:3237-3251.
    • (2002) J. Climate , vol.15 , pp. 3237-3251
    • Maurer, E.P.1    Wood, A.W.2    Adam, J.C.3    Lettenmaier, D.P.4
  • 33
    • 0035923294 scopus 로고    scopus 로고
    • A combined microwave/infrared rain rate algorithm
    • Miller S.W., Arkin P.A., Joyce R. A combined microwave/infrared rain rate algorithm. Int. J. Remote Sens. 2001, 22(17):3285-3307.
    • (2001) Int. J. Remote Sens. , vol.22 , Issue.17 , pp. 3285-3307
    • Miller, S.W.1    Arkin, P.A.2    Joyce, R.3
  • 34
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models, part I - a discussion of principles
    • Nash J.E., Sutcliffe J.V. River flow forecasting through conceptual models, part I - a discussion of principles. J. Hydrol. 1970, 10:282-290.
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 35
    • 2642525437 scopus 로고    scopus 로고
    • Effect of precipitation sampling error on simulated hydrological fluxes and states: anticipating the global precipitation measurement satellites
    • Nijssen B., Lettenmaier D.P. Effect of precipitation sampling error on simulated hydrological fluxes and states: anticipating the global precipitation measurement satellites. J. Geophys. Res. 2004, 109(D2):D02103. 10.1029/2003JD003497.
    • (2004) J. Geophys. Res. , vol.109 , Issue.D2 , pp. D02103
    • Nijssen, B.1    Lettenmaier, D.P.2
  • 36
    • 0027464543 scopus 로고
    • Sampling errors in precipitation estimates by multiple satellites
    • North G.R., Shen S.S.P., Upson R. Sampling errors in precipitation estimates by multiple satellites. J. Appl. Meteorol. 1993, 32:399-410.
    • (1993) J. Appl. Meteorol. , vol.32 , pp. 399-410
    • North, G.R.1    Shen, S.S.P.2    Upson, R.3
  • 37
    • 77955169667 scopus 로고    scopus 로고
    • Assessing the skill of satellite based precipitation estimates in hydrologic applications
    • Pan M., Li H., Wood E. Assessing the skill of satellite based precipitation estimates in hydrologic applications. Water Resour. Res. 2010, 46:W09535. 10.1029/2009WR008290.
    • (2010) Water Resour. Res. , vol.46 , pp. W09535
    • Pan, M.1    Li, H.2    Wood, E.3
  • 38
    • 79957932807 scopus 로고    scopus 로고
    • Evaluation of satellite rainfall estimates over Ethiopian river basins
    • Romilly T.G., Gebremichael M. Evaluation of satellite rainfall estimates over Ethiopian river basins. Hydrol. Earth Syst. Sci. 2011, 15:1505-1514. 10.5194/hess-15-1505-2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 1505-1514
    • Romilly, T.G.1    Gebremichael, M.2
  • 39
    • 65349150670 scopus 로고    scopus 로고
    • An intercomparison and validation of high-resolution satellite precipitation estimates with 3-hourly gauge data
    • Sapiano M.R.P., Arkin P.P. An intercomparison and validation of high-resolution satellite precipitation estimates with 3-hourly gauge data. J. Hydrometeor. 2009, 10:149-166. 10.1175/2008JHM1052.1.
    • (2009) J. Hydrometeor. , vol.10 , pp. 149-166
    • Sapiano, M.R.P.1    Arkin, P.P.2
  • 40
    • 70449957607 scopus 로고    scopus 로고
    • Widespread decline in hydrological monitoring threatens pan-arctic research
    • Shiklomanov A.I., Lammers R.B., Vorosmarty C.J. Widespread decline in hydrological monitoring threatens pan-arctic research. EOS Trans. 2002, 83:16-17.
    • (2002) EOS Trans. , vol.83 , pp. 16-17
    • Shiklomanov, A.I.1    Lammers, R.B.2    Vorosmarty, C.J.3
  • 41
    • 77955713658 scopus 로고    scopus 로고
    • Using satellite-based precipitation estimates for streamflow modeling: Baghmati Basin
    • Shrestha M.S., Artan G.A., Bajracharya S.R., Sharma R.R. Using satellite-based precipitation estimates for streamflow modeling: Baghmati Basin. J. Flood Risk Manage 2008, 1:89-99. 10.1111/j.1753-318X.2008.00011.x.
    • (2008) J. Flood Risk Manage , vol.1 , pp. 89-99
    • Shrestha, M.S.1    Artan, G.A.2    Bajracharya, S.R.3    Sharma, R.R.4
  • 42
    • 0001508343 scopus 로고    scopus 로고
    • Evolution of the PERSIANN system satellite-based estimates of tropical precipitation
    • Sorooshian S., Hsu K., Gao X., Gupta H.V., Imam B., Braithwaite D. Evolution of the PERSIANN system satellite-based estimates of tropical precipitation. Bull. Am. Meteorol. Soc. 2000, 81(9):2035-2046.
    • (2000) Bull. Am. Meteorol. Soc. , vol.81 , Issue.9 , pp. 2035-2046
    • Sorooshian, S.1    Hsu, K.2    Gao, X.3    Gupta, H.V.4    Imam, B.5    Braithwaite, D.6
  • 44
    • 0033588197 scopus 로고    scopus 로고
    • Scarcity of rain, stream gages threatens forecasts
    • Stokstad E. Scarcity of rain, stream gages threatens forecasts. Science 1999, 285:1199.
    • (1999) Science , vol.285 , pp. 1199
    • Stokstad, E.1
  • 45
    • 50849101621 scopus 로고    scopus 로고
    • Evaluation of TRMM Multisatellite Precipitation Analysis (TMPA) and its utility in hydrologic prediction in La Plata basin
    • Su F.G., Hong Y., Lettenmaier D.P. Evaluation of TRMM Multisatellite Precipitation Analysis (TMPA) and its utility in hydrologic prediction in La Plata basin. J. Hydrometeor. 2008, 9:622-640.
    • (2008) J. Hydrometeor. , vol.9 , pp. 622-640
    • Su, F.G.1    Hong, Y.2    Lettenmaier, D.P.3
  • 46
    • 79959627814 scopus 로고    scopus 로고
    • Potential utility of the real-time TMPA-RT precipitation estimates in streamflow prediction
    • Su F.G., Gao H., Huffman G.J., Lettenmaier D.P. Potential utility of the real-time TMPA-RT precipitation estimates in streamflow prediction. J. Hydrometeor. 2011, 12:444-455.
    • (2011) J. Hydrometeor. , vol.12 , pp. 444-455
    • Su, F.G.1    Gao, H.2    Huffman, G.J.3    Lettenmaier, D.P.4
  • 47
    • 79251468728 scopus 로고    scopus 로고
    • A global map of uncertainties in satellite-based precipitation measurements
    • Tian Y., Peters-Lidard C.D. A global map of uncertainties in satellite-based precipitation measurements. Geophys. Res. Lett. 2010, 37(24):L24407. 10.1029/2010GL046008.
    • (2010) Geophys. Res. Lett. , vol.37 , Issue.24 , pp. L24407
    • Tian, Y.1    Peters-Lidard, C.D.2
  • 49
    • 84893696171 scopus 로고    scopus 로고
    • Tibetan Plateau precipitation as depicted by gauge observations, reanalyses and satellite retrievals
    • Tong K., Su F., Yang D., Zhang L., Hao Z. Tibetan Plateau precipitation as depicted by gauge observations, reanalyses and satellite retrievals. Int. J. Climatol. 2013, 10.1002/joc.3682.
    • (2013) Int. J. Climatol.
    • Tong, K.1    Su, F.2    Yang, D.3    Zhang, L.4    Hao, Z.5
  • 51
    • 0019707668 scopus 로고
    • On the validation of models
    • Willmot C.J. On the validation of models. Phys. Geogr. 1981, 2:184-194.
    • (1981) Phys. Geogr. , vol.2 , pp. 184-194
    • Willmot, C.J.1
  • 52
    • 84868331798 scopus 로고    scopus 로고
    • Evaluation of global flood detection using satellite-based precipitation and a hydrologic model
    • Wu H., Adler R.F., Hong Y., Tian Y., Policelli F. Evaluation of global flood detection using satellite-based precipitation and a hydrologic model. J. Hydrometeor 2012, 13:1268-1284.
    • (2012) J. Hydrometeor , vol.13 , pp. 1268-1284
    • Wu, H.1    Adler, R.F.2    Hong, Y.3    Tian, Y.4    Policelli, F.5
  • 54
    • 67349093477 scopus 로고    scopus 로고
    • Estimating actual rainfall from satellite rainfall products
    • Yan J., Gebremichael M. Estimating actual rainfall from satellite rainfall products. Atmos. Res. 2009, 92:481-488. 10.1016/j.atmosres.2009.02.004.
    • (2009) Atmos. Res. , vol.92 , pp. 481-488
    • Yan, J.1    Gebremichael, M.2
  • 55
    • 84862984556 scopus 로고    scopus 로고
    • APHRODITE: constructing a long-term daily gridded precipitation dataset for Asia based on a dense network of rain gauges
    • Yatagai A., Kamiguchi K., Arakawa O., Hamada A., Yasutomi N., Kitoh A. APHRODITE: constructing a long-term daily gridded precipitation dataset for Asia based on a dense network of rain gauges. Bull. Am. Meteorol. Soc. 2012, 10.1175/BAMS-D-11-00122.1.
    • (2012) Bull. Am. Meteorol. Soc.
    • Yatagai, A.1    Kamiguchi, K.2    Arakawa, O.3    Hamada, A.4    Yasutomi, N.5    Kitoh, A.6
  • 56
    • 84888872647 scopus 로고    scopus 로고
    • Using NWP simulations in satellite rainfall estimation of heavy precipitation events over mountainous areas
    • Zhang X., Anagnostou E.N., Frediani M., Solomos S., Kallos G. Using NWP simulations in satellite rainfall estimation of heavy precipitation events over mountainous areas. J. Hydrometeor 2013, 14:1844-1858.
    • (2013) J. Hydrometeor , vol.14 , pp. 1844-1858
    • Zhang, X.1    Anagnostou, E.N.2    Frediani, M.3    Solomos, S.4    Kallos, G.5


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