diff --git a/transport-length_hillslope_diffuser/TLHDiff_tutorial.ipynb b/transport-length_hillslope_diffuser/TLHDiff_tutorial.ipynb index 7f7d5b7..56b6788 100644 --- a/transport-length_hillslope_diffuser/TLHDiff_tutorial.ipynb +++ b/transport-length_hillslope_diffuser/TLHDiff_tutorial.ipynb @@ -11,7 +11,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Getting to know the Landlab component library" + "# The transport-length hillslope diffuser" ] }, { @@ -50,7 +50,7 @@ " D = \\frac{q_s}{L} \\tag{2}\\label{eq:2}\n", "\\end{equation}\n", "\n", - "$ $\n", + "\n", "\n", "where $\\epsilon$ is the local erosion rate [*L/T*], *D* the local deposition rate [*L/T*], *U* the uplift (or subsidence) rate [*L/T*], $q_s$ the incoming sediment flux per unit width [*L$^2$/T*] and *L* is the **transport length**.\n", "\n", @@ -60,7 +60,7 @@ " \\epsilon = \\kappa S \\tag{3}\\label{eq:3}\n", "\\end{equation}\n", "\n", - "$ $\n", + "\n", "\n", "\\begin{equation}\n", " L = \\frac{dx}{1-({S}/{S_c})^2} \\tag{4}\\label{eq:4}\n", @@ -127,7 +127,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "collapsed": true }, @@ -153,7 +153,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "collapsed": true }, @@ -175,7 +175,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "collapsed": true }, @@ -200,7 +200,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "collapsed": true }, @@ -219,56 +219,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.0\n", - "100000.0\n", - "200000.0\n", - "300000.0\n", - "400000.0\n", - "500000.0\n", - "600000.0\n", - "700000.0\n", - "800000.0\n", - "900000.0\n", - "1000000.0\n", - "1100000.0\n", - "1200000.0\n", - "1300000.0\n", - "1400000.0\n", - "1500000.0\n", - "1600000.0\n", - "1700000.0\n", - "1800000.0\n", - "1900000.0\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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EKjrwfLCFaL0PU4Yd9wlF2MdmbNPUFwwGmTNnDg0NDZxzzjmMHj2M5csvweur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\nI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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "for t in range(nt):\n", " fdir.run_one_step()\n", @@ -301,20 +254,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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MgnYn7VWZSjoa+Cngnank05ho+guJ9lhJ0i82sz1mdguQ7CLoOM7YMbrc6rlP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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "figure('final topography')\n", "im = imshow_grid(mg, 'topographic__elevation', grid_units = ['m','m'], var_name='Elevation (m)')" @@ -342,40 +284,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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MgnYn7VWZSjoa+Cngnank05ho+guJ9lhJ0i82sz1mdguQ7CLoOM7YMbrc6rlP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\nC3VQyavT9+6kBqz5yNRxHKc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EHY6Uo3SOGkpZQ+DuHwEb9iseCDwdLj8NXJCq/YvE3Vert3LXuJmc2KEBQ0/v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\nnBoCEZEs9/8BuPnw4xFIrZsAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Create grid and topographic elevation field:\n", "mg2 = RasterModelGrid((100, 100), 10.)\n", @@ -411,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": { "collapsed": true }, @@ -431,7 +342,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "collapsed": true }, @@ -450,36 +361,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.0\n", - "100000.0\n", - "200000.0\n", - "300000.0\n", - "400000.0\n", - "500000.0\n", - "600000.0\n", - "700000.0\n", - "800000.0\n", - "900000.0\n" - ] - }, - { - "data": { - "image/png": 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XIUS3cM+KV1gZOpFp1at46JIbg11Oj2SSHroQItj+8OJf+CD+NMY5t/HCBdcH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\n83v9MP1dbtbnTCWTIUxsHsg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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "for t in range(nt):\n", " fdir.run_one_step()\n", @@ -504,36 +388,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.0\n", - "100000.0\n", - "200000.0\n", - "300000.0\n", - "400000.0\n", - "500000.0\n", - "600000.0\n", - "700000.0\n", - "800000.0\n", - "900000.0\n" - ] - }, - { - "data": { - "image/png": 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7czve17pQpyCSr+xeYvqwnjU9/BqhwCgCXRCEB6vSaGROdAqfJGUxqq4TX3nc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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Import Linear diffuser:\n", "from landlab.components import LinearDiffuser\n",