{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import netCDF4 as nc\n", "import numpy as np\n", "import matplotlib; import pylab as plt;\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from mpl_toolkits.basemap import Basemap" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "dims = nc.Dataset(\"T21.nc\",\"r\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Code\tDimensions\n", "lat \t(32,)\n", "lon \t(64,)\n" ] } ], "source": [ "print \"Code\\tDimensions\"\n", "for i in dims.variables:\n", " print i,'\\t',dims.variables[i][:].shape" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lts = dims.variables['lat'][:]\n", "lns = dims.variables['lon'][:]\n", "lons, lats = np.meshgrid(lns,lts)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 85.76058712 80.26877907 74.74454037 69.21297617 63.67863556\n", " 58.14295405 52.60652603 47.06964206 41.53246125 35.99507841\n", " 30.45755396 24.91992863 19.38223135 13.84448373 8.30670286\n", " 2.76890301 -2.76890301 -8.30670286 -13.84448373 -19.38223135\n", " -24.91992863 -30.45755396 -35.99507841 -41.53246125 -47.06964206\n", " -52.60652603 -58.14295405 -63.67863556 -69.21297617 -74.74454037\n", " -80.26877907 -85.76058712]\n" ] } ], "source": [ "print lts" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0. 5.625 11.25 16.875 22.5 28.125 33.75 39.375\n", " 45. 50.625 56.25 61.875 67.5 73.125 78.75 84.375\n", " 90. 95.625 101.25 106.875 112.5 118.125 123.75 129.375\n", " 135. 140.625 146.25 151.875 157.5 163.125 168.75 174.375\n", " 180. 185.625 191.25 196.875 202.5 208.125 213.75 219.375\n", " 225. 230.625 236.25 241.875 247.5 253.125 258.75 264.375\n", " 270. 275.625 281.25 286.875 292.5 298.125 303.75 309.375\n", " 315. 320.625 326.25 331.875 337.5 343.125 348.75 354.375]\n" ] } ], "source": [ "print lns" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.0\n" ] } ], "source": [ "darea = np.zeros((len(lts),len(lns)))\n", "NLAT = len(lts)\n", "lts1 = np.zeros(NLAT)\n", "lts2 = np.zeros(NLAT)\n", "lts1[0] = 0.5*np.pi\n", "lts1[NLAT-1] = 0.5*(lts[NLAT-2]+lts[NLAT-1])*np.pi/180.0\n", "lts2[0] = 0.5*(lts[0]+lts[1])*np.pi/180.0\n", "lts2[NLAT-1] = -0.5*np.pi\n", "for jlat in range(1,NLAT-1):\n", " lts1[jlat] = 0.5*(lts[jlat-1]+lts[jlat])*np.pi/180.0\n", " lts2[jlat] = 0.5*(lts[jlat+1]+lts[jlat])*np.pi/180.0\n", "NLON = len(lns)\n", "for jlat in range(0,NLAT):\n", " darea[jlat,:] = 0.5/NLON*(np.sin(lts1[jlat])-np.sin(lts2[jlat]))\n", "\n", "globalarea = np.sum(darea)\n", "print globalarea" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def wrap2d(datd,vals):\n", " modf=np.zeros(datd.ndim,dtype=int)\n", " modf[-1]=1\n", " dd=np.zeros(datd.shape+modf)\n", " dd[:,0:datd.shape[-1]]=datd\n", " dd[:,datd.shape[-1]]=vals\n", " return dd" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "latsw=wrap2d(lats,lats[:,0])\n", "lonsw=wrap2d(lons,360.0)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": true }, "outputs": [], "source": [ "ncontinents = 7 #There's no guarantee you actually get this many if it's >1, since continents can merge" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": true }, "outputs": [], "source": [ "landfraction = 0.29\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "name=\"Example\"" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false }, "outputs": [], "source": [ "grid = np.zeros((len(lts),len(lns)))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": true }, "outputs": [], "source": [ "landpts=[]" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": true }, "outputs": [], "source": [ "landarea = 0.0\n", "for i in range(0,ncontinents):\n", " filled = False\n", " if landfraction<=i*np.amin(darea):\n", " filled=True\n", " while not filled:\n", " lt = np.random.rand()*180.0-90.0\n", " ln = np.random.rand()*360.0\n", " alts = abs(lts-lt)\n", " alns = abs(lns-ln)\n", " ilt = np.where(alts == np.amin(alts))[0][0]\n", " iln = np.where(alns == np.amin(alns))[0][0]\n", " if (ilt,iln) not in landpts:\n", " landpts.append((ilt,iln))\n", " grid[ilt,iln] = 1.0\n", " landarea+=darea[ilt,iln]\n", " filled=True" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.00274372133357 [(16, 25), (0, 32), (31, 8), (9, 29), (0, 37), (6, 55), (17, 8)]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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lfp/UoLgUeICkYyV1gacDHx1xTSuSNNt8ykLSFuBU4Crqmp/TrPZs4CPLPsFo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\nKweFmZm1clCYmVmr/w9EXrvqUt5qJwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print landarea,landpts\n", "plt.close('all')\n", "t=plt.pcolormesh(lons,lats,grid,shading='Gouraud',cmap='gist_earth',vmin=-0.3,vmax=2.5)\n", "plt.xlabel('Degrees Longitude')\n", "plt.ylabel('Degrees Latitude')\n", "plt.ylim(np.amin(lts),np.amax(lts))\n", "plt.xlim(np.amin(lns),np.amax(lns))\n", "plt.title(\"Continent Seeds\")\n", "#plt.imshow(grid,cmap='gist_earth',vmin=-0.3,vmax=2.5)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Or1UN+puIZoeqUIugRdAC65d6wizjfOuXrZXWn2IVm5BUoRZHHS081riemFDs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\nCzXZyuJZsTE9baLRxnsRcIxH4TgazXT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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "done=False\n", "maxiters = int(max(5000.0/(1-landfraction+1.0e-7),5.0e4))\n", "directions = [(1,0),(0,1),(-1,0),(0,-1),(-1,1),\n", " (-1,-1),(1,1),(1,-1)]\n", "for i in range(0,len(directions)):\n", " directions[i] = np.array(directions[i])\n", "iters = 0\n", "if len(landpts)<1:\n", " done=True\n", "history=[]\n", "history.append(landarea)\n", "nseeds=len(landpts)\n", "if not done:\n", " for k in range(0,75):\n", " jn = k%(len(landpts)-1) #int(round(np.random.rand()*(nseeds-1)))\n", " accepted = False\n", " n=0\n", " while not accepted and nNLAT-1:\n", " check=False\n", " dn = int(round(np.random.rand()*(len(directions)-1)))\n", " if ckpt[1]<0:\n", " ckpt[1]=NLON-1\n", " if ckpt[1]==NLON:\n", " ckpt[1]=0\n", " nupt = ckpt\n", " if nupt not in landpts:\n", " accepted = True\n", " ilt = nupt[0]\n", " iln = nupt[1]\n", " if landarea+darea[ilt,iln]>landfraction*1.1:\n", " accepted = False\n", " else:\n", " landarea+=darea[ilt,iln]\n", " grid[ilt,iln] = 1.0\n", " landpts.append(nupt)\n", " history.append(landarea)\n", " n+=1\n", "\n", "partialgrid=np.zeros(grid.shape)\n", "partialgrid[:] = grid[:]\n", "t=plt.pcolormesh(lons,lats,partialgrid,shading='Gouraud',cmap='gist_earth',vmin=-0.3,vmax=2.5)\n", "plt.xlabel('Degrees Longitude')\n", "plt.ylabel('Degrees Latitude')\n", "plt.ylim(np.amin(lts),np.amax(lts))\n", "plt.xlim(np.amin(lns),np.amax(lns))\n", "plt.title(\"Cratons\")\n", " \n", "if landarea>landfraction:\n", " done=True\n", " \n", "while not done:\n", " jn = int(round(np.random.rand()*(len(landpts)-1)))\n", " accepted = False\n", " n=0\n", " while not accepted and nNLAT-1:\n", " check=False\n", " dn = int(round(np.random.rand()*(len(directions)-1)))\n", " if ckpt[1]<0:\n", " ckpt[1]=NLON-1\n", " if ckpt[1]==NLON:\n", " ckpt[1]=0\n", " nupt = ckpt\n", " if nupt not in landpts:\n", " accepted = True\n", " ilt = nupt[0]\n", " iln = nupt[1]\n", " if landarea+darea[ilt,iln]>landfraction*1.1:\n", " accepted = False\n", " else:\n", " landarea+=darea[ilt,iln]\n", " grid[ilt,iln] = 1.0\n", " landpts.append(nupt)\n", " history.append(landarea)\n", " n+=1\n", " iters+=1\n", " if iters==maxiters or landarea>landfraction:\n", " done=True\n", " " ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0.0, 354.375)" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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7M0Mpjlq8iQHuIw9pEP/YO4oPDlVBizXvxItEHjzpOprSaLGGGi2CX9nj4yYz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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t=plt.pcolormesh(lons,lats,grid,shading='Gouraud',cmap='gist_earth',vmin=-0.3,vmax=2.5)\n", "plt.xlabel('Degrees Longitude')\n", "plt.ylabel('Degrees Latitude')\n", "plt.ylim(np.amin(lts),np.amax(lts))\n", "plt.xlim(np.amin(lns),np.amax(lns))\n", "#plt.imshow(grid,cmap='gist_earth',vmin=-0.3,vmax=2.5)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(history)\n", "plt.xlabel(\"Step Number\")\n", "plt.ylabel(\"Land Fraction\")\n", "plt.title(\"Algorithmic Continent Assembly\")" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.290085095664\n" ] } ], "source": [ "print landarea" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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d+sFFqls3Ux53CYYthNSAJOtKtIKs62J7BbafgdQIKRFaIm1F3PDIOi5p16Z+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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dataw=wrap2d(grid,grid[:,0])\n", "\n", "m = Basemap(projection='moll',lon_0=0,resolution='c')\n", "tm = m.pcolormesh(lonsw,latsw,dataw,shading='Gouraud',cmap='gist_earth',latlon=True,vmin=-0.3,vmax=2.5)\n", "pr=m.drawparallels(np.arange(-90.,120.,30.),labels=[1,0,0,1])\n", "mr=m.drawmeridians(np.arange(-180,180.,60.))\n", "plt.title(\"Planet Grid\")" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Topography:\n", "\n", "topo = np.zeros(grid.shape)\n", "topo = grid*1.0e4\n", "\n", "maxiters = 10\n", "\n", "dl1 = NLON/2+2\n", "dl2 = NLON/2\n", "dl3 = NLON/2-2\n", "\n", "for i in range(0,maxiters):\n", " nutop = np.zeros(grid.shape)\n", " for jlat in range(0,NLAT):\n", " j1 = jlat-1\n", " j2 = jlat+1\n", " flip1=False\n", " flip2=False\n", " if j1<0:\n", " j1=0\n", " flip1=True\n", " if j2==NLAT:\n", " j2=NLAT-1\n", " flip2=True\n", " for jlon in range(0,NLON):\n", " l1 = jlon-1\n", " l2 = jlon+1\n", " if l1<0:\n", " l1=NLON-1\n", " if l2==NLON:\n", " l2=0\n", " c1 = topo[j1,(l1 +flip1*dl1)%NLON]\n", " c2 = topo[j1,(jlon+flip1*dl2)%NLON]\n", " c3 = topo[j1,(l2 +flip1*dl3)%NLON]\n", " c4 = topo[jlat,l1]\n", " c5 = topo[jlat,l2]\n", " c6 = topo[j2,(l1 +flip2*dl1)%NLON]\n", " c7 = topo[j2,(jlon+flip2*dl2)%NLON]\n", " c8 = topo[j2,(l2 +flip2*dl3)%NLON]\n", " nutop[jlat,jlon] = (2*topo[jlat,jlon]+c1+c2+c3+c4+c5+c6+c7+c8)*0.1\n", " topo[:] = nutop[:]\n", " topo*=grid" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-3000.0\n" ] } ], "source": [ "antigrid = -(grid-1)\n", "topo -= 3000*antigrid\n", "print np.amin(topo)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ePniE/03y9mfBJESNax7ZA58l6vuD8sCC+pSwftnJdXYE4paQbDSMbBdElf5h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\njz9daTKeIu8biRElO4FfX8pznyLHywFPvKjcW47dG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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dataw=wrap2d(topo,topo[:,0])\n", "\n", "m = Basemap(projection='moll',lon_0=0,resolution='c')\n", "tm = m.pcolormesh(lonsw,latsw,dataw/9.8,shading='Gouraud',cmap='gist_earth',latlon=True,vmin=np.amin(topo/9.8)*1.4,vmax=np.amax(topo/9.8)*1.25)#,vmin=-0.1*np.amax(topo/9.8),vmax=np.amax(topo/9.8)*1.25)\n", "pr=m.drawparallels(np.arange(-90.,120.,30.),labels=[1,0,0,1])\n", "mr=m.drawmeridians(np.arange(-180,180.,60.))\n", "cb = m.colorbar(tm,\"bottom\", size=\"5%\", pad=\"2%\",label=\"Elevation [m]\")\n", "plt.title(\"Planet Orography\")\n", "plt.savefig(\"sampleplanet.jpg\",bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0.0, 354.375)" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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JnSX6PQUNIUPBBM0iQ0kDwY3HB277gKlbfbLZfFNWO+/3bYVmuyiEdy/k5TFLQs0LJsaF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DhzvIg89tcCvw74OPAPESNR/xPgn3m5S/sC4WC7vJOw56hOHHLKxrEWdftjzxrRsWH+mHP5pR4k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\nzGYj1hFhAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t=plt.pcolormesh(lons,lats,topo/9.8,shading='Gouraud',cmap='gist_earth',vmin=np.amin(topo/9.8)*1.4,vmax=np.amax(topo/9.8)*1.25)#vmin=-0.1*np.amax(topo/9.8),vmax=np.amax(topo/9.8)*1.25)\n", "plt.xlabel('Degrees Longitude')\n", "plt.ylabel('Degrees Latitude')\n", "plt.ylim(np.amin(lts),np.amax(lts))\n", "plt.xlim(np.amin(lns),np.amax(lns))\n", "#plt.imshow(grid,cmap='gist_earth',vmin=-0.3,vmax=2.5)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": true }, "outputs": [], "source": [ "topo += 3000*antigrid" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def writeSRA(name,kcode,field,NLAT,NLON):\n", " label=name+'_surf_%04d.sra'%kcode\n", " header=[kcode,0,20170927,0,NLON,NLAT,0,0]\n", " fmap = field.reshape((NLAT*NLON/8,8))\n", " sheader = ''\n", " for h in header:\n", " sheader+=\" %11d\"%h\n", " \n", " lines=[]\n", " i=0\n", " while i