diff --git a/notebooks/exploreDatacubes.ipynb b/notebooks/exploreDatacubes.ipynb index 80d411a..65c28a2 100644 --- a/notebooks/exploreDatacubes.ipynb +++ b/notebooks/exploreDatacubes.ipynb @@ -11,6 +11,8 @@ "import jdcal\n", "from rasterio.mask import mask\n", "import os\n", + "import datetime\n", + "from tqdm import tqdm\n", "os.chdir(os.path.abspath(\"\").split('notebooks')[0])\n", "\n", "from dbExplorer.rgi import Region\n", @@ -33,7 +35,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 610/610 [00:42<00:00, 14.22it/s]\n" + "100%|██████████| 610/610 [00:42<00:00, 14.26it/s]\n" ] } ], @@ -58,7 +60,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n" ] } ], @@ -83,8 +85,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "1it [00:00, 131.61it/s]\n", - "100%|██████████| 610/610 [00:43<00:00, 14.06it/s]\n" + "1it [00:00, 124.26it/s]\n", + "100%|██████████| 610/610 [00:42<00:00, 14.30it/s]\n" ] } ], @@ -112,7 +114,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 409/409 [00:01<00:00, 345.99it/s]" + "100%|██████████| 409/409 [00:01<00:00, 257.74it/s]" ] }, { @@ -254,6 +256,222 @@ "plt.show()" ] }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1/1 [00:04<00:00, 4.19s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cntDiscard=0\n" + ] + } + ], + "source": [ + "def genDataset(dcContainingGlacier, outs):\n", + " Xpts = []\n", + " Yval = []\n", + " cntDiscard = 0\n", + " alreadyInList = {}\n", + " for e,dc in enumerate(tqdm(dcContainingGlacier)):\n", + " X,Y = np.meshgrid(dc.x,dc.y)\n", + " for ti in outs[e]:\n", + " if ti not in alreadyInList: alreadyInList[ti] = {}\n", + " vx=outs[e][ti][0].filled(np.nan)\n", + " vy=outs[e][ti][1].filled(np.nan)\n", + " x,y,vx,vy = X.reshape(-1), Y.reshape(-1), vx.reshape(-1), vy.reshape(-1)\n", + " mask = ~ (np.isnan(vx) | np.isnan(vy))\n", + " ind = np.argwhere(mask)[:,0]\n", + " for i in ind:\n", + " xi = x[i]\n", + " yi = y[i]\n", + " if xi not in alreadyInList[ti]: alreadyInList[ti][xi] = []\n", + " if yi not in alreadyInList[ti][xi]:\n", + " Xpts.append((xi,yi,ti))\n", + " Yval.append((vx[i],vy[i]))\n", + " alreadyInList[ti][xi].append(yi)\n", + " else:\n", + " cntDiscard += 1\n", + " print(f\"{cntDiscard=}\")\n", + " Xpts = np.array(Xpts)\n", + " minx, maxx = Xpts[:,0].min(), Xpts[:,0].max()\n", + " miny, maxy = Xpts[:,1].min(), Xpts[:,1].max()\n", + " mint, maxt = Xpts[:,2].min(), Xpts[:,2].max()\n", + " dxy = max(maxx-minx, maxy-miny)\n", + " dt = maxt-mint\n", + " Xpts[:,0] = (Xpts[:,0]-minx)/dxy\n", + " Xpts[:,1] = (Xpts[:,1]-miny)/dxy\n", + " Xpts[:,2] = (Xpts[:,2]-mint)/dt\n", + " Yval = np.array(Yval)\n", + " return Xpts, Yval, dt, mint\n", + "outs = [out]\n", + "XptsSave, YvalSave, dtSave, mintSave = genDataset(dcContainingGlacier, outs)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Xpts.shape=(2266596, 3)\n" + ] + } + ], + "source": [ + "Xpts = XptsSave.copy()\n", + "Yval = YvalSave.copy()\n", + "dt = dtSave.copy()\n", + "mint = mintSave.copy()\n", + "\n", + "print(f\"{Xpts.shape=}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "timeVec = np.unique(Xpts[:,2])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "selectedDate = timeVec[10]\n", + "ind = np.argwhere(Xpts[:,2]==selectedDate)[:,0]\n", + "x = Xpts[ind]\n", + "y = Yval[ind]\n", + "plt.figure(figsize=(10,8))\n", + "plt.quiver(x[:,0],x[:,1],y[:,0],-y[:,1])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2015-08-14 00:00:00\n", + "[datetime.datetime(2015, 9, 8, 0, 0), datetime.datetime(2015, 9, 13, 0, 0), datetime.datetime(2015, 9, 18, 0, 0), datetime.datetime(2015, 9, 23, 0, 0), datetime.datetime(2015, 9, 28, 0, 0), datetime.datetime(2015, 10, 3, 0, 0), datetime.datetime(2015, 10, 8, 0, 0), datetime.datetime(2015, 10, 13, 0, 0), datetime.datetime(2015, 10, 18, 0, 0), datetime.datetime(2015, 10, 23, 0, 0), datetime.datetime(2015, 10, 28, 0, 0), datetime.datetime(2015, 11, 2, 0, 0), datetime.datetime(2015, 11, 7, 0, 0), datetime.datetime(2015, 11, 12, 0, 0), datetime.datetime(2015, 11, 17, 0, 0), datetime.datetime(2015, 11, 22, 0, 0), datetime.datetime(2015, 11, 27, 0, 0), datetime.datetime(2015, 12, 2, 0, 0), datetime.datetime(2015, 12, 7, 0, 0), datetime.datetime(2015, 12, 12, 0, 0), datetime.datetime(2015, 12, 17, 0, 0), datetime.datetime(2015, 12, 22, 0, 0), datetime.datetime(2015, 12, 27, 0, 0), datetime.datetime(2016, 1, 1, 0, 0), datetime.datetime(2016, 1, 6, 0, 0), datetime.datetime(2016, 1, 11, 0, 0), datetime.datetime(2016, 1, 16, 0, 0), datetime.datetime(2016, 1, 21, 0, 0), datetime.datetime(2016, 1, 26, 0, 0), datetime.datetime(2016, 1, 31, 0, 0), datetime.datetime(2016, 2, 5, 0, 0), datetime.datetime(2016, 2, 10, 0, 0), datetime.datetime(2016, 2, 15, 0, 0), datetime.datetime(2016, 2, 20, 0, 0), datetime.datetime(2016, 2, 25, 0, 0), datetime.datetime(2016, 3, 1, 0, 0), datetime.datetime(2016, 3, 6, 0, 0), datetime.datetime(2016, 3, 11, 0, 0), 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tMean = np.zeros(len(timeVec))\n", + "speedMean = np.zeros(len(timeVec))\n", + "\n", + "for e,selectedDate in enumerate(timeVec):\n", + " tMean[e] = selectedDate\n", + " ind = np.argwhere(Xpts[:,2]==selectedDate)[:,0]\n", + " x = Xpts[ind]\n", + " y = Yval[ind]\n", + " speedMean[e] = np.mean(np.linalg.norm(y, axis=1))\n", + "\n", + "startDate = datetime.datetime.strptime(\"08/14/15\", \"%m/%d/%y\")\n", + "print(startDate)\n", + "dates = [startDate + datetime.timedelta(days=int(e)) for e in (tMean*dt+mint)]\n", + "print(dates)\n", + "\n", + "plt.figure(figsize=(10,8))\n", + "plt.scatter(dates[2:], speedMean[2:])\n", + "for i in range(15,24):\n", + " plt.axvline(x=datetime.datetime.strptime(\"08/01/\"+str(i), \"%m/%d/%y\"), color='red')\n", + "plt.grid(True)\n", + "plt.xlabel(\"Time\")\n", + "plt.ylabel(\"Average speed (m/s)\")\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def plotVectorFieldOverTime():\n", + " t = np.unique(Xpts[:,2])[:120:4]\n", + "\n", + " # Initialize plots\n", + " nrows = int(np.sqrt(len(t)))\n", + " ncols = int(np.ceil(len(t)/nrows))\n", + " f, axs = plt.subplots(nrows, ncols, figsize=(16,12))\n", + "\n", + " for e,selectedDatePlot in enumerate(t):\n", + " x = Xpts[Xpts[:,2]==selectedDatePlot]\n", + " y = Yval[Xpts[:,2]==selectedDatePlot]\n", + "\n", + " axs[e//ncols][e%ncols].quiver(x[:,0],x[:,1],y[:,0],-y[:,1], scale=5e3, scale_units='inches')\n", + " plt.show()\n", + "plotVectorFieldOverTime()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {},