File:Ngrip deltao18 preboreal 12000 10000 1.svg

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Captions

Captions

Ngrip delta-O8 12000-10000 years ago

Summary[edit]

Description
English: Ngrip delta-O8 12000-10000 years ago
Date
Source Own work
Author Merikanto

Data for this file is from

http://www.iceandclimate.nbi.ku.dk/data/NGRIP_d18O_and_dust_5cm.xls http://www.iceandclimate.nbi.ku.dk/data/ processed to csv

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" captioni="Preboreal, NGRIP delta-O18" savename="ngrip_dryas.svg"


beginx=10000 endx=12000

  1. beginx=10500
  2. endx=11700


beginy=-34 endy=-40

beginy=-34 endy=-40


beginy=-32 endy=-42

beginy=-31 endy=-42

  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()



Licensing[edit]

I, the copyright holder of this work, hereby publish it under the following license:
w:en:Creative Commons
attribution share alike
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Under the following conditions:
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File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current17:12, 6 October 2021Thumbnail for version as of 17:12, 6 October 20211,620 × 630 (202 KB)Merikanto (talk | contribs)update
18:46, 5 October 2021Thumbnail for version as of 18:46, 5 October 20211,399 × 551 (184 KB)Merikanto (talk | contribs)Uploaded own work with UploadWizard

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