{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "import numpy as np\n", "from datetime import datetime\n", "from calendar import monthrange\n", "from matplotlib import pyplot as plt, colors\n", "from windrose import WindroseAxes\n", "from cmocean import cm as cmo\n", "from tqdm.notebook import tqdm\n", "from salishsea_tools import wind_tools, places, viz_tools\n", "import pandas as pd\n", "from scipy.stats import sem\n", "import scipy.stats as stats\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "df=pd.read_csv('/ocean/ksuchy/MOAD/analysis-karyn/notebooks/NPGO/FraserRiver_Daily_ECCC.csv',skiprows=1)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "df.drop(df.loc[df.PARAM==2].index,inplace=True)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "df.rename(columns={'Value':'Flow'}, inplace=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "df2=df.loc[(df['YEAR'] >=2007)&(df['YEAR'] <= 2020)]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#riv_time=dfFra2['Date'].values\n", "Flow=df2['Flow'].values" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "View2007=df2.loc[df2.YEAR==2007].groupby(['DD']).mean()\n", "View2008=df2.loc[df2.YEAR==2008].groupby(['DD']).mean()\n", "View2009=df2.loc[df2.YEAR==2009].groupby(['DD']).mean()\n", "View2010=df2.loc[df2.YEAR==2010].groupby(['DD']).mean()\n", "View2011=df2.loc[df2.YEAR==2011].groupby(['DD']).mean()\n", "View2012=df2.loc[df2.YEAR==2012].groupby(['DD']).mean()\n", "View2013=df2.loc[df2.YEAR==2013].groupby(['DD']).mean()\n", "View2014=df2.loc[df2.YEAR==2014].groupby(['DD']).mean()\n", "View2015=df2.loc[df2.YEAR==2015].groupby(['DD']).mean()\n", "View2016=df2.loc[df2.YEAR==2016].groupby(['DD']).mean()\n", "View2017=df2.loc[df2.YEAR==2017].groupby(['DD']).mean()\n", "View2018=df2.loc[df2.YEAR==2018].groupby(['DD']).mean()\n", "View2019=df2.loc[df2.YEAR==2019].groupby(['DD']).mean()\n", "View2020=df2.loc[df2.YEAR==2020].groupby(['DD']).mean()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "Mean=(View2007+View2008+View2009+View2010+View2011+View2012+View2013+\\\n", " View2014+View2015+View2016+View2017+View2018+View2019+View2020)/14" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot Seasonal Cycles for Individual Years" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Day of Year')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15, 5))\n", "bbox = {'boxstyle': 'round', 'facecolor': 'w', 'alpha': 0.9}\n", "cmap = plt.get_cmap('tab10')\n", "palette = [cmap(0), cmap(0.2), 'k', cmap(0.1), cmap(0.3)]\n", "\n", "plt.plot(View2007.index,View2007.Flow, linestyle='-',label=2007);\n", "plt.plot(View2008.index,View2008.Flow, linestyle='-',label=2008);\n", "plt.plot(View2009.index,View2009.Flow, linestyle='-',label=2009);\n", "plt.plot(View2010.index,View2010.Flow, linestyle='-',label=2010);\n", "plt.plot(View2011.index,View2011.Flow, linestyle='-',label=2011);\n", "plt.plot(View2012.index,View2012.Flow, linestyle='-',label=2012);\n", "plt.plot(View2013.index,View2013.Flow, linestyle='-',label=2013);\n", "plt.plot(View2014.index,View2014.Flow, linestyle='--',linewidth=5,label=2014);\n", "plt.plot(View2015.index,View2015.Flow, linestyle='--',label=2015);\n", "plt.plot(View2016.index,View2016.Flow, linestyle='--',label=2016);\n", "plt.plot(View2017.index,View2017.Flow, linestyle='--',label=2017);\n", "plt.plot(View2018.index,View2018.Flow, linestyle='--',label=2018);\n", "plt.plot(View2019.index,View2019.Flow, linestyle='--',label=2019);\n", "plt.plot(View2020.index,View2020.Flow, linestyle='--',label=2020);\n", "plt.plot(Mean.index,Mean.Flow, linestyle='-',color='k');\n", "\n", "ax.set_title('Fraser River Flow',fontsize=18)\n", "ax.legend(frameon=False,loc='center left',bbox_to_anchor=(1, 0.5))\n", "ax.set_ylim(0,12000)\n", "ax.set_ylabel('m$^{3}$ s$^{-1}$',fontsize=14)\n", "ax.set_xlabel('Day of Year',fontsize=14)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Select 4 warmest and 4 coldest years; leave NPGO \"neutral\" years out" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "View2008=View2008.dropna()\n", "View2010=View2010.dropna()\n", "View2011=View2011.dropna()\n", "View2012=View2012.dropna()\n", "View2015=View2015.dropna()\n", "View2018=View2018.dropna()\n", "View2019=View2019.dropna()\n", "View2020=View2020.dropna()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "ColdYears=(View2008+View2010+View2011+View2012)/4\n", "WarmYears=(View2015+View2018+View2019+View2020)/4" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "ColdYears=ColdYears.dropna()\n", "WarmYears=WarmYears.dropna()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(1, 0, 'Jan'),\n", " Text(32, 0, 'Feb'),\n", " Text(60, 0, 'Mar'),\n", " Text(91, 0, 'Apr'),\n", " Text(121, 0, 'May'),\n", " Text(152, 0, 'Jun'),\n", " Text(182, 0, 'Jul'),\n", " Text(213, 0, 'Aug'),\n", " Text(244, 0, 'Sep'),\n", " Text(274, 0, 'Oct'),\n", " Text(305, 0, 'Nov'),\n", " Text(335, 0, 'Dec')]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Plot the coldest and warmest years only; Supp Fig. S5\n", "\n", "\n", "fig, ax = plt.subplots(figsize=(14, 2))\n", "bbox = {'boxstyle': 'round', 'facecolor': 'w', 'alpha': 0.9}\n", "cmap = plt.get_cmap('tab10')\n", "palette = [cmap(0), cmap(0.2), 'k', cmap(0.1), cmap(0.3)]\n", "\n", "#plt.plot(Anom2007.index,Anom2007.Flow, linestyle='-',label=2007);\n", "plt.plot(View2008.index,View2008.Flow, color='b',linestyle='-',label=2008);\n", "#plt.plot(Anom2009.index,Anom2009.Flow, linestyle='-',label=2009);\n", "plt.plot(View2010.index,View2010.Flow, color='b',linestyle='--',label=2010);\n", "plt.plot(View2011.index,View2011.Flow, color='b',linestyle='-.',label=2011);\n", "plt.plot(View2012.index,View2012.Flow, color='b',linestyle=':',label=2012);\n", "#plt.plot(Anom2013.index,Anom2013.Flow, linestyle='-',label=2013);\n", "#plt.plot(Anom2014.index,Anom2014.Flow, linestyle='--',label=2014);\n", "#plt.plot(Anom2015.index,Anom2015.Flow, linestyle='--',label=2015);\n", "#plt.plot(Anom2016.index,Anom2016.Flow, linestyle='--',label=2016);\n", "plt.plot(View2015.index,View2015.Flow, color='r',linestyle='-',label=2015);\n", "plt.plot(View2018.index,View2018.Flow, color='r',linestyle='--',label=2018);\n", "plt.plot(View2019.index,View2019.Flow, color='r',linestyle='-.',label=2019);\n", "plt.plot(View2020.index,View2020.Flow, color='r',linestyle=':',label=2020);\n", "#plt.axhline(y=0, linestyle='-',color='k');\n", "\n", "ax.set_title('Fraser River Flow',fontsize=14)\n", "ax.legend(frameon=False,loc='center left', bbox_to_anchor=(1, 0.5))\n", "ax.set_ylim(0,13000)\n", "ax.set_ylabel('m$^{3}$ s$^{-1}$',fontsize=12)\n", "ax.xaxis.set_tick_params(labelsize=12)\n", "ax.yaxis.set_tick_params(labelsize=12)\n", "ax.set_xticks([1,32,60,91,121,152,182,213,244,274,305,335])\n", "ax.set_xticklabels(['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'],fontsize=12)\n", "#ax.set_xticklabels([])\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(4, 7800, '(f)')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Preliminary Figure 4f\n", "\n", "fig, ax = plt.subplots(figsize=(15, 3))\n", "bbox = {'boxstyle': 'round', 'facecolor': 'w', 'alpha': 0.9}\n", "cmap = plt.get_cmap('tab10')\n", "palette = [cmap(0), cmap(0.2), 'k', cmap(0.1), cmap(0.3)]\n", "\n", "\n", "plt.plot(ColdYears.index,ColdYears.Flow, linestyle='-',label='Cold Years',linewidth=2);\n", "plt.plot(WarmYears.index,WarmYears.Flow, color='r',linestyle='--',label='Warm Years',linewidth=2);\n", "\n", "#ax.errorbar(ColdYears.index, ColdYears, yerr= sem(ColdYears_sem), capsize=3,label='NPGO+ coldest')\n", "#ax.errorbar(xticks, NPGO_W_w2015,yerr= NPGO_W_SEM, capsize=3,linestyle='--',label='NPGO- warmest',color='r')\n", "\n", "plt.axhline(y=0, linestyle='-',color='k');\n", "\n", "ax.set_title('Fraser River Flow',fontsize=18)\n", "ax.legend((),frameon=False,bbox_to_anchor=(1, 1))\n", "ax.set_ylim(0,9000)\n", "ax.set_ylabel('Discharge (m$^{3}$ s$^{-1}$)',fontsize=14)\n", "#ax.set_xlabel('Day of Year',fontsize=14)\n", "ax.set_xlim(0,365)\n", "ax.xaxis.set_tick_params(labelsize=14)\n", "ax.yaxis.set_tick_params(labelsize=14)\n", "\n", "\n", "\n", "ax.set_xticks([1,32,60,91,121,152,182,213,244,274,305,335])\n", "ax.set_xticklabels(['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'],fontsize=12)\n", "ax.set_xticklabels([])\n", "\n", "ax.text(4, 7800, '(f)', fontsize=15, color='k')\n", "\n", "#plt.fill([a, a, b, b], [0, 25, 25, 0], color = 'lightgreen', alpha = 0.1)\n", "#plt.fill([c, c, d, d], [0, 25, 25, 0], color = 'wheat', alpha = 0.2)\n", "\n", "#plt.savefig('Fig3f_FraserRiver.png', bbox_inches='tight',dpi=1000,transparent=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data for calculating seasonal mean values for box plots" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "Spring_C=ColdYears.Flow[60:152]\n", "Spring_W=WarmYears.Flow[60:152]\n", "Summer_C=ColdYears.Flow[152:213]\n", "Summer_W=WarmYears.Flow[152:244]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Preliminary Figure 4f\n", "\n", "def color_boxplot(data, color, pos=[0], ax=None):\n", " ax = ax or plt.gca()\n", " bp = ax.boxplot(data, patch_artist=True, showmeans=False, positions=pos,widths=0.4)\n", " for item in ['boxes']:\n", " plt.setp(bp[item], color=color)\n", " for item in ['whiskers', 'fliers', 'medians', 'caps']:\n", " plt.setp(bp[item], color='k')\n", "\n", "\n", "data1 = [Spring_C]\n", "data2 = [Spring_W]\n", "data3 = [Summer_C]\n", "data4 = [Summer_W]\n", "\n", "fig, ax = plt.subplots(figsize=(3,3))\n", "bp1 = color_boxplot(data1, 'royalblue', [1])\n", "bp2 = color_boxplot(data2, 'r', [1.5])\n", "bp3 = color_boxplot(data3, 'royalblue', [2.5])\n", "bp4 = color_boxplot(data4, 'r', [3])\n", "#ax.autoscale()\n", "ax.set(xticks=[1.25,2.75], xticklabels=['Spring','Summer'])\n", "ax.set_ylim(0,12000)\n", "ax.set_ylabel('m$^{3}$ s$^{-1}$',fontsize=14)\n", "#ax.legend([bp1[\"boxes\"], bp2[\"boxes\"], ['A', 'B'], loc='upper right')\n", "\n", "ax.xaxis.set_tick_params(labelsize=14)\n", "ax.yaxis.set_tick_params(labelsize=14)\n", "\n", "#ax.legend([bp1[\"boxes\"], bp2[\"boxes\"], ['A', 'B'], loc='upper right')\n", "#plt.savefig('Fig3f_FraserRiverBoxplots.png', bbox_inches='tight',dpi=1000,transparent=True)\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "2642.532608695652" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Spring_C.mean()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3493.024456521739" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Spring_W.mean()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "7019.2213114754095" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Summer_C.mean()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4871.440217391304" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Summer_W.mean()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### t tests for differences between spring and summer of cold and warm years" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Ttest_indResult(statistic=-2.5086388083115763, pvalue=0.012993588913608056)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats.ttest_ind(a=Spring_C, b=Spring_W, equal_var=True)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Ttest_indResult(statistic=9.500248201808422, pvalue=4.5336070252522985e-17)" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats.ttest_ind(a=Summer_C, b=Summer_W, equal_var=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (py39)", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" } }, "nbformat": 4, "nbformat_minor": 4 }