File:H1-stadial ngrip delta o18 1.svg

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Heinrich event H-1 in NGRIP ice core oxygen isotope data

Summary edit

Description
English: Heinrich event H-1 in NGRIP ice core oxygen isotope data
Date
Source Own work
Author Merikanto

δ18O values and dust concentrations

The dataset provides NGRIP δ18O values, dust concentrations, and GICC05 ages in 5cm depth resolution for the period 0-60 ka (δ18O) and 10-60 ka (dust).

The dataset accompany the following papers:

NGRIP members, Nature, 431, 147-151, 2004. DOI: 10.1038/nature02805

Gkinis et al., Earth Planet. Sci. Lett., 405, 132-141, 2014. DOI: 10.1016/j.epsl.2014.08.022

Ruth et al., J. Geophys. Res., 108, 4098, 2003. DOI: 4010.1029/2002JD002376

    1. drawing climate diagram in python 3
    2. version 4000.0002
    3. 6.10.2021

import matplotlib.pyplot as plt import numpy as np import pandas as pd from scipy import interpolate from matplotlib.ticker import (MultipleLocator, AutoMinorLocator) import scipy.signal import matplotlib.colors as colors import math as math

datafilename="ngrip1.csv" captionibase=", NGRIP delta-O18" captioni="Stadial GS-2 (H-1)"+captionibase savename="ngrip_dryas.svg"


beginx=14500 endx=18000

  1. beginx=10500
  2. endx=11700


beginy=-34 endy=-40

beginy=-34 endy=-40


beginy=-32 endy=-42

beginy=-31 endy=-42

beginy=-35 endy=-49


  1. beginy=-30
  2. endy=-50


figsizex=18 figsizey=7

yearspan=math.fabs(endx-beginx)

dfin0=pd.read_csv(datafilename, sep=";")

lst1=['gicc05_age','delta_O18']

dfin1 = dfin0[dfin0.columns.intersection(lst1)]

x0=dfin1['gicc05_age'] y0=dfin1['delta_O18']

x=np.array(x0) y=np.array(y0)

size0=14 size1=16 size2=18 size3=22

x_sm = np.array(x) y_sm = np.array(y)

x_smooth = np.linspace(beginx,endx, yearspan*10) funk1 = interpolate.interp1d(x_sm, y_sm, kind="cubic") y_smooth = funk1(x_smooth) y_savgol1 = scipy.signal.savgol_filter(y_smooth,11, 3) y_savgol2 = scipy.signal.savgol_filter(y_smooth,501, 3)

  1. a=np.outer(np.ones(2),y_smooth)

a=np.outer(np.ones(2),y_savgol2)

cmap1="RdBu" cmap1="hsv" cmap1="seismic" cmap1="bwr" clam1="coolwarm1"

print (type(cmap1))


  1. fig=plt.gca()
  2. plt.figure(figsize=(figsizex, figsizey))

plt.rcParams["figure.figsize"] = [figsizex, figsizey]


  1. plt.imshow(a,aspect='auto', cmap=cmap1, extent=[beginx, endx,-50,-30], alpha=0.5)

plt.imshow(a,aspect='auto', cmap=cmap1, extent=[beginx, endx,endy,beginy], alpha=0.5)


plt.xlim(beginx, endx) plt.ylim(endy, beginy)

plt.plot(x_smooth, y_savgol1, color="#0000ff", alpha=0.33, linewidth=1)

plt.plot(x_smooth, y_savgol2, color="#0000ff", linewidth=2)

plt.title(captioni, fontsize=size3, color="#0000af") plt.xlabel('Age BP', color="darkgreen", fontsize=21) plt.ylabel('delta-O18', color="darkgreen", fontsize=21) plt.xticks(fontsize=17) plt.yticks(fontsize=17)

plt.gca().invert_xaxis()


  1. mng = plt.get_current_fig_manager()
  2. mng.window.state('zoomed')



plt.savefig('figure.svg', dpi=120)


plt.show()



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w:en:Creative Commons
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Date/TimeThumbnailDimensionsUserComment
current17:21, 6 October 2021Thumbnail for version as of 17:21, 6 October 20211,620 × 630 (226 KB)Merikanto (talk | contribs)Upload
14:08, 15 September 2020Thumbnail for version as of 14:08, 15 September 20201,118 × 608 (146 KB)Merikanto (talk | contribs)Uploaded own work with UploadWizard

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