; ;------------------------------------------------------------------------------ ; ; This script makes plots of biological simulations ; ; chla stock ; NO3 stock ; PO4 stock ; ; (c) Martin Vancoppenolle, UCL-ASTR, june 2007 ; reviewed may 2008 ; reviewed feb 2010, for biological model ; reviewed aug 2014, helsinki ; ;------------------------------------------------------------------------------ ; miss_val = -9999. i_auto = 1 ; 1=use exp_id.dat; 2=use manual mode with sensitivity runs plot_type = 'DEFAULT' ; ; ;============================================================================== ; General Options ;============================================================================== ; IF ( i_auto EQ 1 ) THEN BEGIN ; automatic mode nruns = 1 control_run = 'E001' & indir = '' & outdir = '' & dt = 86400 & c_bio_model = 'BFMSI' & site = 'TOURNAI' OPENR, 11, 'exp_id.dat' READF, 11, control_run & READF, 11, indir & READF, 11, outdir READF, 11, dt & READF, 11, c_bio_model & READF, 11, site CLOSE, 11 PRINT, control_run PRINT, indir PRINT, outdir PRINT, dt PRINT, c_bio_model PRINT, site ENDIF ;------------- ; Manual mode ;------------- IF ( i_auto EQ 0 ) THEN BEGIN indir_base = '/Users/ioulianikolskaia/Boulot/CODES/BFMLIM_2013/BFM-LIM-2506_2014/LIM/RUN/' outdir = '/Users/ioulianikolskaia/Boulot/SCIENCE/PLOT_SCRIPTS/LIM1D_BIO/IDL/plots/' dt = 3600. ; time step control_run = 'LIM_KR_ML' sensiti_run = [ ] ; sensiti_run = [ 'LIM_KR_SL', 'LIM_KR_BA' ] dummy = SIZE(sensiti_run) nruns = dummy(1) + 1 ; sensitivity runs + 1 control run print, 'nruns ', nruns indir = STRARR(nruns) indir(0) = indir_base+control_run+'/' FOR i = 1, nruns-1 DO BEGIN indir(i) = indir_base+sensiti_run(i-1)+'/' ENDFOR ENDIF ; ;============================================================================== ; Graphic Options ;============================================================================== ; ;-------------------------------- ;--- plot_type dependent options ;-------------------------------- IF ( plot_type EQ 'DEFAULT' ) THEN BEGIN colors = [ 0, 200 , 100 , 240 , 240 , 120 , 120 ] linestyle = [ 0,0 , 0 , 1 , 2 , 2 , 1 ] thick = [ 5, 5. , 5.0 , 2.0 , 2.0 , 2.0 , 2.0 ] stamp_out = control_run+'_profiles' cs = 1.8 ; charsize colorkey = 'rd' ct = 0 !X.MARGIN = [8,3] !Y.MARGIN = [3,3] x_size = 4. y_size = 6. add_obs = 'YES' ENDIF file_name = stamp_out+'.ps' numplot_x = 5 ; number of horizontal plots numplot_y = 2 ; number of vertical plots device = 'PS' ; 'PS' or 'X' ;-------------------------------- ;--- define output plots ;-------------------------------- figuresize_x = numplot_x * x_size ; figure size on x direction figuresize_y = numplot_y * y_size ; figure size on y direction set_plot, device IF ( device EQ 'PS' ) THEN BEGIN device, /COLOR, /LANDSCAPE, filename=outdir+file_name, $ XSIZE=figuresize_x,YSIZE=figuresize_y,FONT_SIZE=9.0 loadct, ct ENDIF IF ( device EQ 'X' ) THEN BEGIN xsize = 1200 ysize = 800 init_graphics_x, xsize, ysize, colorkey ENDIF ; ;============================================================================== ; EXTRACT DATA ;============================================================================== ; ;open_fields_v6, indir(0), control_run, c_bio_model, $ ; numt, doy, ts_d, ts_m, $ ; h_i, h_s, z_ip, z_ib, s_i, t_i, e_i, PAR, Ra, $ ; dhib, dhisu, dhisi, $ ; DAFb, NO3b, PO4b, DSib, chla, $ ; DAFt, NO3t, PO4t, DSit, $ ; FDAbd, FDAbpos, FDAsi, $ ; FNO3, FNO3bpos, FNO3si, $ ; syn, lys, rem, $ ; lim_lig, lim_no3, lim_po4, lim_dsi, lim_tem, lim_sal open_fields_v7, indir(0), control_run, c_bio_model, $ numt, doy, ts_d, ts_m, $ h_i, h_s, z_ip, z_ib, s_i, t_i, e_i, PAR, Ra, $ dhib, dhisu, dhisi, $ DAFb, NO3b, PO4b, DSib, chla, eoCb, $ Argb, Argbub, $ Oxyb, Oxybub, $ DICb, Alkb, CO2b, CO2bub, $ CO2aq, HCO3m, CO32m, pH, pCO2, Ikab, $ dFeb, aFeb, eFeb, $ DAFt, NO3t, PO4t, DSit, eoCt, Argt, $ DICt, Alkt, CO2t, Ikat, $ dFet, aFet, eFet, $ FDAbd, FDAbpos, FDAsi, $ FNO3, FNO3bpos, FNO3si, $ FCO2_atm, FCO2_bub, $ syn, lys, rem, $ lim_lig, lim_no3, lim_po4, lim_dsi, lim_tem, lim_sal zsize = SIZE(DAFb) nlay = zsize(1) ; number of layers nts = zsize(2) ; number of time steps ; ;------------------------------------------------------------------------------ ; OBS ... ;------------------------------------------------------------------------------ ; ; observed normalized profiles from Lannuzel et al. (2007) N_obs = 7 ; station numbers N_dpt = 6 ; number of depths ; DOY doy_obs = [ 334, 339, 344, 349, 354, 360, 365 ] ; Ice thickness / snow depth (ULB SITE) hi_obs = [ 0.90 , 0.92 , 0.95 , 0.87 , 0.94 , 0.94 , 0.83 ] hs_obs = [ 0.095, 0.130, 0.25 , 0.15 , 0.110, 0.088, 0.06 ] ; Depths depth_obs = FLTARR(N_obs, N_dpt) depth_obs[0,*] = [ 6, 12, 43, 63, 81, 87 ] / 100. / hi_obs(0) depth_obs[1,*] = [ 6, 12, 43, 63, 81, 87 ] / 100. / hi_obs(1) depth_obs[2,*] = [ 6, 12, 43, 63, 81, 87 ] / 100. / hi_obs(2) depth_obs[3,*] = [4.5,12, 43, 63, 77, 83 ] / 100. / hi_obs(3) depth_obs[4,*] = [ 7, 13, 43, 63, 80, 86 ] / 100. / hi_obs(4) depth_obs[5,*] = [ 6, 12, 43, 63, 78, 87 ] / 100. / hi_obs(5) depth_obs[6,*] = [ 6,12.5,43, 62, 77, 83 ] / 100. / hi_obs(6) ; Chlorophyll chla_obs = FLTARR(N_obs, N_dpt) chla_obs[0,*] = [ 0.35, 0.41, 0.18, 0.08, 3.98, 23.57] ; same chla_obs[1,*] = [ 0.44, 0.44, 0.45, 0.16, 3.44, 26.47] ; same chla_obs[2,*] = [ 0.97, 2.22, 0.40, 0.25, 2.56, 21.48] ; not the same chla_obs[3,*] = [ 0.69, 1.23, 0.27, 0.30, 2.19, 24.23] ; same chla_obs[4,*] = [ 0.78, 1.06, 0.20, 0.65, 4.20, 28.41] ; same as bug fix 1.0 chla_obs[5,*] = [ 0.70, 0.66, 0.69, 0.29, 3.30, 16.33] ; same chla_obs[6,*] = [ 1.69, 0.97, 0.59, 0.95, 3.62, 24.77] ; same ; Silicates dsi_obs = FLTARR(N_obs, N_dpt) dsi_obs[0,*] = [ 6.1, 1.9, 2.4, 1.5, 2.0,11.2 ] dsi_obs[1,*] = [ 0.3, 0.7, 0.7, 0.7, 2.8, 8.1 ] dsi_obs[2,*] = [ 2.2, 1.8, 1.5, 1.3, 0.8, 8.9 ] dsi_obs[3,*] = [ 0.9, 1.9, 1.2, 0.6, 1.8, 9.9 ] dsi_obs[4,*] = [ 0.5, 0.7, 1.6, 0.4, 0.7, 7.8 ] dsi_obs[5,*] = [ 0.6, 1.2, 1.7, 1.2, 1.5, 7.6 ] dsi_obs[6,*] = [ 0.9, 1.5, 1.4, 2.0, 2.6, miss_val ] ; NOX nox_obs = FLTARR(N_obs, N_dpt) nox_obs[0,*] = [ 1.2, 0.5, 0.22, 0.3, 0.4, 7.9 ] nox_obs[1,*] = [ 0.4, 0.5, 0.5, 0.5, 0.8, 7.4 ] nox_obs[2,*] = [ 1.4, 1.3, 0.4, 0.9, 0.5, 7.3 ] nox_obs[3,*] = [ 1.4, 1.9, 0.7, 0.3, 1.9, 11.7] nox_obs[4,*] = [ 0.8, 1.4, 1.7, 0.7, 0.24, 6.9] nox_obs[5,*] = [ 0.3, 0.7, 0.0, 0.0, 0.0, 3.0 ] nox_obs[6,*] = [ 0.0, 0.6, 0.3, 0.4, 1.2, miss_val ] ; PO4 po4_obs = FLTARR(N_obs, N_dpt) po4_obs[0,*] = [ 1.0, 0.3, 0.2, 1.3, 0.3, 3.0 ] po4_obs[1,*] = [ 0.0, 0.1, 0.15,0.2, 0.2, 2.8 ] po4_obs[2,*] = [ 0.1, 0.0, 0.0,0.05, 0.1, 3.2 ] po4_obs[3,*] = [ 0.4, 0.5, 0.4, 0.3, 0.6, 3.22] po4_obs[4,*] = [ 0.4, 0.6, 0.5, 0.4, 0.4, 2.2 ] po4_obs[5,*] = [ 0.1, 0.1, 0.0, 0.0, 0.1, 1.5 ] po4_obs[6,*] = [ 0.0, 0.1, 0.1, 0.0, 0.1, miss_val ] ; physical observations ; T t_i_obs = FLTARR(N_obs, N_dpt) t_i_obs[0,*] = [ -3.1, -2.4, -2.3, -2.1, -2, -1.9 ] t_i_obs[1,*] = [ -1.7, -2.1, -1.9, -1.6, -1.8, -1.8 ] t_i_obs[2,*] = [ -1.2, -1.4, -1.9, -1.8, -1.8, -1.8 ] t_i_obs[3,*] = [ -1.5, -1.4, -1.7, -1.7, -1.8, -1.9 ] t_i_obs[4,*] = [ -0.4, -1.3, -1.4, -1.5, -1.6, -1.6 ] t_i_obs[5,*] = [ -0.2, -0.7, -1.2, -1.2, -1.2, -1.4 ] t_i_obs[6,*] = [ -1.1, -1.2, -1.4, -1.4, -1.6, -1.8 ] ; S-physical core s_i_obs = FLTARR(N_obs, N_dpt) s_i_obs[0,*] = [ 8.74000 , 7.78000 , 6.12000 , 4.60000 , 5.80000 , 9.43000 ] s_i_obs[1,*] = [ 5.91100 , 5.58700 , 5.32000 , 3.39600 , 5.22900 , 8.50800 ] s_i_obs[2,*] = [ 3.62000 , 4.34000 , 5.53000 , 5.01000 , 3.99000 , 5.16000 ] s_i_obs[3,*] = [ 8.36000 , 5.21000 , 3.89000 , 3.39600 , 4.69000 , 8.30377 ] s_i_obs[4,*] = [ 2.58000 , 5.97000 , 4.47000 , 3.25000 , 3.35000 , 4.65000 ] s_i_obs[5,*] = [ 0.67000 , 1.99000 , 4.99000 , 3.71000 , 3.54000 , 4.62000 ] s_i_obs[6,*] = [ 4.78000 , 4.00000 , 3.93000 , 2.82000 , 3.95000 , 6.80384 ] e_i_obs = - 0.054*s_i_obs / t_i_obs ; brine concentrations iaddr = where ( dsi_obs NE miss_val ) dsi_br_obs = FLTARR(N_obs, N_dpt) dsi_br_obs(iaddr) = dsi_obs(iaddr) / e_i_obs(iaddr) iaddr = where ( po4_obs NE miss_val ) po4_br_obs = FLTARR(N_obs, N_dpt) po4_br_obs(iaddr) = po4_obs(iaddr) / e_i_obs(iaddr) iaddr = where ( nox_obs NE miss_val ) nox_br_obs = FLTARR(N_obs, N_dpt) nox_br_obs(iaddr) = nox_obs(iaddr) / e_i_obs(iaddr) ;*** Mean observed Profiles t_i_obs_mean = MEAN( t_i_obs, dimension = 1 ) t_i_obs_std = STDDEV( t_i_obs, dimension = 1 ) s_i_obs_mean = MEAN( s_i_obs, dimension = 1 ) s_i_obs_std = STDDEV( s_i_obs, dimension = 1 ) e_i_obs_mean = MEAN( e_i_obs, dimension = 1 ) e_i_obs_std = STDDEV( e_i_obs, dimension = 1 ) depth_obs_mean = MEAN( depth_obs, DIMENSION = 1 ) chla_obs_mean = MEAN( chla_obs , DIMENSION = 1 ) chla_obs_std = STDDEV( chla_obs, dimension = 1 ) dsi_obs_mean = FLTARR(N_dpt) & dsi_obs_std = FLTARR(N_dpt) nox_obs_mean = FLTARR(N_dpt) & nox_obs_std = FLTARR(N_dpt) po4_obs_mean = FLTARR(N_dpt) & po4_obs_std = FLTARR(N_dpt) FOR i = 0, N_dpt - 1 DO BEGIN i_addr = WHERE( dsi_obs(*,i) NE miss_val ) dsi_obs_mean(i) = MEAN( dsi_obs(i_addr,i) ) dsi_obs_std(i) = STDDEV( dsi_obs(i_addr,i) ) nox_obs_mean(i) = MEAN( nox_obs(i_addr,i) ) nox_obs_std(i) = STDDEV( nox_obs(i_addr,i) ) po4_obs_mean(i) = MEAN( po4_obs(i_addr,i) ) po4_obs_std(i) = STDDEV( po4_obs(i_addr,i) ) ENDFOR ;*** Corresponding model mean profiles t_i_mod_mean = FLTARR(nlay) & t_i_mod_mean(*) = 0. t_i_mod_std = FLTARR(nlay) & t_i_mod_std (*) = 0. s_i_mod_mean = FLTARR(nlay) & s_i_mod_mean(*) = 0. s_i_mod_std = FLTARR(nlay) & s_i_mod_std (*) = 0. e_i_mod_mean = FLTARR(nlay) & e_i_mod_mean(*) = 0. e_i_mod_std = FLTARR(nlay) & e_i_mod_std (*) = 0. chla_mod_mean = FLTARR(nlay) & chla_mod_mean(*) = 0. chla_mod_std = FLTARR(nlay) & chla_mod_std (*) = 0. nox_mod_mean = FLTARR(nlay) & nox_mod_mean(*) = 0. nox_mod_std = FLTARR(nlay) & nox_mod_std (*) = 0. po4_mod_mean = FLTARR(nlay) & po4_mod_mean(*) = 0. po4_mod_std = FLTARR(nlay) & po4_mod_std (*) = 0. dsi_mod_mean = FLTARR(nlay) & dsi_mod_mean(*) = 0. dsi_mod_std = FLTARR(nlay) & dsi_mod_std (*) = 0. FOR i = 0, nlay - 1 DO BEGIN FOR i_obs = 0, N_obs - 1 DO BEGIN i_mod = WHERE(doy EQ doy_obs(i_obs)-1) t_i_mod_mean(i) = t_i_mod_mean(i) + t_i(i,i_mod) / FLOAT(N_obs) s_i_mod_mean(i) = s_i_mod_mean(i) + s_i(i,i_mod) / FLOAT(N_obs) e_i_mod_mean(i) = e_i_mod_mean(i) + e_i(i,i_mod) / FLOAT(N_obs) chla_mod_mean(i) = chla_mod_mean(i) + chla(i,i_mod) / FLOAT(N_obs) dsi_mod_mean(i) = dsi_mod_mean(i) + dsib(i,i_mod) / FLOAT(N_obs) nox_mod_mean(i) = nox_mod_mean(i) + no3b(i,i_mod) / FLOAT(N_obs) po4_mod_mean(i) = po4_mod_mean(i) + po4b(i,i_mod) / FLOAT(N_obs) ENDFOR zsum = 0 zsum_s = 0 zsum_e = 0 zsum_c = 0 zsum_d = 0 zsum_n = 0 zsum_p = 0 FOR i_obs = 0, N_obs - 1 DO BEGIN i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zsum = zsum + ( t_i(i,i_mod) - t_i_mod_mean(i) ) ^2 / FLOAT(N_obs) zsum_s = zsum_s + ( s_i(i,i_mod) - s_i_mod_mean(i) ) ^2 / FLOAT(N_obs) zsum_e = zsum_e + ( e_i(i,i_mod) - e_i_mod_mean(i) ) ^2 / FLOAT(N_obs) zsum_c = zsum_c + ( chla(i,i_mod) - chla_mod_mean(i) ) ^2 / FLOAT(N_obs) zsum_d = zsum_d + ( dsib(i,i_mod) - dsi_mod_mean(i) ) ^2 / FLOAT(N_obs) zsum_n = zsum_n + ( no3b(i,i_mod) - nox_mod_mean(i) ) ^2 / FLOAT(N_obs) zsum_p = zsum_p + ( po4b(i,i_mod) - po4_mod_mean(i) ) ^2 / FLOAT(N_obs) ENDFOR t_i_mod_std(i) = SQRT( zsum ) s_i_mod_std(i) = SQRT( zsum_s ) e_i_mod_std(i) = SQRT( zsum_e ) chla_mod_std(i) = SQRT( zsum_c ) nox_mod_std(i) = SQRT( zsum_n ) po4_mod_std(i) = SQRT( zsum_p ) dsi_mod_std(i) = SQRT( zsum_d ) ENDFOR ;------- ; ;============================================================================== ; DIAGNOSTICS ;============================================================================== ; phi=findgen(32)*(!PI*2/32.) phi = [ phi, phi(0) ] usersym, cos(phi), sin(phi), /fill ; ;============================================================================== ; PLOTS ;============================================================================== ; ; ;============================================================================== ; Time series of profiles ;============================================================================== ; ;--------- ;--- T --- ;--------- !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ -3, 0. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'deg C', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, -1, -0.1, ztitle ; add obs OPLOT, t_i_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ip(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 3 OPLOT, t_i(*,i_mod), -zz, THICK = 3, COLOR = 150 ENDFOR ;--------- ;--- S ;--------- !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [0., 15. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'g/kg', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, 7., -0.1, ztitle ; add obs OPLOT, s_i_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ip(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 3 OPLOT, s_i(*,i_mod), -zz, THICK = 3, COLOR = 150 ENDFOR ;--------- ;--- e ;--------- !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [0., 50. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = '%', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, 15., -0.1, ztitle ; add obs OPLOT, e_i_obs(i_obs,*)*100., - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ip(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 3 OPLOT, e_i(*,i_mod), -zz, THICK = 3, COLOR = 150 ENDFOR ;-------------- ;--- chla ;-------------- !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0.01, 40. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mg chla / m3', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, 27., -0.1, ztitle ; add obs OPLOT, chla_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, chla(*,i_mod), -zz, THICK = 3, COLOR = 150 ENDFOR ;------------ ;--- nox ;------------ !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0.00, 12. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol N / m3', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, 2.2, -0.3, ztitle ; add obs OPLOT, nox_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy+1 EQ doy_obs(i_obs)) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, no3b(*,i_mod), -zz, THICK = 3, COLOR = 150 PRINT, ' i_mod : ', i_mod PRINT, ' NO3b : ', no3b(*,i_mod) ENDFOR ;------------- ;--- po4 ;------------- !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0.00, 4.0 ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol P / m3', XTICKFORMAT='(I2)', XMINOR = 2, YMINOR = 2 XYOUTS, 0.37, -0.3, ztitle ; add obs OPLOT, po4_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, po4b(*,i_mod), -zz, THICK = 3, COLOR = 150 ENDFOR ;-------------- ;--- DSi ;-------------- !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0.00, 12. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol Si / m3', XTICKFORMAT='(F4.1)', XMINOR = 2, YMINOR = 2 XYOUTS, 0.37, -0.3, ztitle ; add obs OPLOT, dsi_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, dsib(*,i_mod), -zz, THICK = 3, COLOR = 150 ENDFOR ; ;============================================================================== ; Time series of profiles, brine concentrations ;============================================================================== ; ;--- nox_br !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0., 30. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol N / m3', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, 20.0, -0.15, ztitle ; add obs OPLOT, nox_br_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, no3b(*,i_mod)/e_i(*,i_mod)*100., -zz, THICK = 3, COLOR = 150 LOADCT, 1 OPLOT, [ 1.6, 1.6 ], [ -1., 0.], linestyle = 1, color = 150 , thick = 3 ENDFOR ;--- po4_br !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0.0, 15. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, $ SUBTITLE = 'mmmol P / m3', XTICKFORMAT='(I3)', XMINOR = 2, XTICKS = 3 , YMINOR = 2 XYOUTS, 10., -0.15, ztitle ; add obs OPLOT, po4_br_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, po4b(*,i_mod)/e_i(*,i_mod)*100., -zz, THICK = 3, COLOR = 150 LOADCT, 1 OPLOT, [ 0.24, 0.24 ], [ -1., 0.], linestyle = 1, color = 150 , thick = 3 ENDFOR ;--- dsi_br !P.MULTI=[0,numplot_x, numplot_y] FOR i_obs = 0, N_obs - 1 DO BEGIN ; prepare plot LOADCT, 0 ztitle = STRCOMPRESS(STRING(doy_obs(i_obs)), /REMOVE_ALL) PLOT, [ 0., 30. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol Si / m3', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2 XYOUTS, 20.0, -0.15, ztitle ; add obs OPLOT, dsi_br_obs(i_obs,*), - depth_obs(i_obs,*), PSYM = 1, THICK = 3, SYMSIZE = 0.8 ; add model i_mod = WHERE(doy EQ doy_obs(i_obs)-1) zz = FLTARR(nlay) FOR i = 0, nlay - 1 DO BEGIN zz(i) = z_ib(i,i_mod) / h_i(i_mod) ENDFOR LOADCT, 9 OPLOT, dsib(*,i_mod)/e_i(*,i_mod)*100., -zz, THICK = 3, COLOR = 150 LOADCT, 1 OPLOT, [ 3.90, 3.90 ], [ -1., 0.], linestyle = 1, color = 150 , thick = 3 ENDFOR ; ;============================================================================== ; Mean profiles ;============================================================================== ; !P.MULTI=[0,numplot_x, numplot_y] ;--- T --- ; prepare plot LOADCT, 0 ztitle = "Mean T" PLOT, [ -3, 0. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'deg C', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, t_i_obs_mean, - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ t_i_obs_mean(i) - t_i_obs_std(i), t_i_obs_mean(i) + t_i_obs_std(i) ], $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR LOADCT, 3 OPLOT, t_i_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, t_i_mod_mean+t_i_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, t_i_mod_mean-t_i_mod_std, -zz, THICK = 1, COLOR = 150 ;--- S --- ; prepare plot LOADCT, 0 ztitle = "Mean S" PLOT, [0., 10. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'g/kg', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, s_i_obs_mean, - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ s_i_obs_mean(i) - s_i_obs_std(i), s_i_obs_mean(i) + s_i_obs_std(i) ], $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR ; add model LOADCT, 3 OPLOT, s_i_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, s_i_mod_mean+s_i_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, s_i_mod_mean-s_i_mod_std, -zz, THICK = 1, COLOR = 150 ;--- e --- ; prepare plot LOADCT, 0 ztitle = "Mean e" PLOT, [0., 50. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = '%', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, e_i_obs_mean*100., - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ e_i_obs_mean(i) - e_i_obs_std(i), e_i_obs_mean(i) + e_i_obs_std(i) ] * 100., $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR ; add model LOADCT, 3 OPLOT, e_i_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, e_i_mod_mean+e_i_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, e_i_mod_mean-e_i_mod_std, -zz, THICK = 1, COLOR = 150 ;--- chl-a --- ; prepare plot LOADCT, 0 ztitle = "Mean chla" PLOT, [ 0.01, 40. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mg chla / m3', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, chla_obs_mean, - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ chla_obs_mean(i) - chla_obs_std(i), chla_obs_mean(i) + chla_obs_std(i) ], $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR ; plot seawater value LOADCT, 1 OPLOT, [ 0.155 ], [ -1 ], PSYM = 8, THICK = 3, SYMSIZE = 1.6, COLOR = 150 ; add model LOADCT, 9 OPLOT, chla_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, chla_mod_mean+chla_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, chla_mod_mean-chla_mod_std, -zz, THICK = 1, COLOR = 150 ;--- NOX --- ; prepare plot LOADCT, 0 ztitle = "Mean NOX" PLOT, [ 0.00, 30. ], [ -1.0, 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol N / m3', XTICKFORMAT='(I3)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, nox_obs_mean, - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ nox_obs_mean(i) - nox_obs_std(i), nox_obs_mean(i) + nox_obs_std(i) ], $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR ; plot seawater value LOADCT, 1 OPLOT, [ 26.90 ], [ -1 ], PSYM = 8, THICK = 3, SYMSIZE = 1.6, COLOR = 150 ; add model LOADCT, 9 OPLOT, nox_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, nox_mod_mean+nox_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, nox_mod_mean-nox_mod_std, -zz, THICK = 1, COLOR = 150 ;--- PO4 --- ; prepare plot LOADCT, 0 ztitle = "Mean PO4" PLOT, [ 0.00, 4.0 ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol P / m3', XTICKFORMAT='(I2)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, po4_obs_mean, - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ po4_obs_mean(i) - po4_obs_std(i), po4_obs_mean(i) + po4_obs_std(i) ], $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR ; plot seawater value LOADCT, 1 OPLOT, [ 2.35 ], [ -1 ], PSYM = 8, THICK = 3, SYMSIZE = 1.6, COLOR = 150 ; add model LOADCT, 9 OPLOT, po4_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, po4_mod_mean+po4_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, po4_mod_mean-po4_mod_std, -zz, THICK = 1, COLOR = 150 ;--- DSi --- ; prepare plot LOADCT, 0 ztitle = "Mean DSi" PLOT, [ 0.00, 60. ], [ -1., 0. ], CHARSIZE = cs, /NODATA, SUBTITLE = 'mmmol N / m3', XTICKFORMAT='(I2)', XMINOR = 2, YMINOR = 2, TITLE = ztitle ; add obs OPLOT, dsi_obs_mean, - depth_obs_mean, PSYM = 8, THICK = 3, SYMSIZE = 0.8 FOR i = 0, N_dpt - 1 DO BEGIN OPLOT, [ dsi_obs_mean(i) - dsi_obs_std(i), dsi_obs_mean(i) + dsi_obs_std(i) ], $ [ -depth_obs_mean(i), -depth_obs_mean(i) ] ENDFOR ; plot seawater value LOADCT, 1 OPLOT, [ 51.25 ], [ -1 ], PSYM = 8, THICK = 3, SYMSIZE = 1.6, COLOR = 150 ; add model LOADCT, 9 OPLOT, dsi_mod_mean, -zz, THICK = 3, COLOR = 150 LOADCT, 0 OPLOT, dsi_mod_mean+dsi_mod_std, -zz, THICK = 1, COLOR = 150 OPLOT, dsi_mod_mean-dsi_mod_std, -zz, THICK = 1, COLOR = 150 ; ;============================================================================== ; End of the script ;============================================================================== ; IF ( device EQ 'PS' ) THEN BEGIN DEVICE, /CLOSE SET_PLOT, "X" !P.MULTI=[0,2,2] ENDIF END