diff --git a/ind_glacier_analysis.ipynb b/ind_glacier_analysis.ipynb index 117c295..9cf6b29 100644 --- a/ind_glacier_analysis.ipynb +++ b/ind_glacier_analysis.ipynb @@ -2635,97 +2635,6 @@ "glacier_resample_1mo = resample_obj.median(dim='mid_date')\n" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2 ways of computing monthly resampled magnitude of velocity \n", - "1. Calculate velocity magnitude first (ie. take spatial median of ds, then compute vmag = np.sqrt(vx**2 + vy**2)), then, resamply by month and take median of each month\n", - " \n", - "or \n", - "\n", - "2. resample all obs by month, calculate median of ds, then compute vmag = np.sqrt(vx**2 + vy**2))\n", - "\n", - "^ these approaches produce different results (shown below). \n", - "\n", - "#### I think approach 2 is most appropriate? resample over time dim, then reduce then calculate mag?" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "### 1. first approach" - ] - }, - { - "cell_type": "code", - "execution_count": 91, - "metadata": {}, - "outputs": [], - "source": [ - "sample_glacier_raster_mag = sample_glacier_raster_mag.sortby('mid_date')\n", - "resample_obj_mag = sample_glacier_raster_mag.resample(mid_date = '1M')\n", - "glacier_resample_1mo_mag = resample_obj_mag.median(dim='mid_date')" - ] - }, - { - "cell_type": "code", - "execution_count": 92, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 50.0)" - ] - }, - "execution_count": 92, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 542, - "width": 1238 - } - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, (ax,ax1) = plt.subplots(ncols=2, figsize=(15,5))\n", - "fig.suptitle('Spatially-averaged magnitude of velocity over time')\n", - "sample_glacier_raster_mag.v_mag_time.plot(label = 'All obs',ax=ax)\n", - "glacier_resample_1mo_mag.v_mag_time.plot(label = '1 month resample',ax=ax)\n", - "ax.legend()\n", - "ax.set_ylabel('meters/year')\n", - "ax.set_title('Full y-axis range')\n", - "\n", - "sample_glacier_raster_mag.v_mag_time.plot(label = 'All obs',ax=ax1)\n", - "glacier_resample_1mo_mag.v_mag_time.plot(label = '1 month resample',ax=ax1)\n", - "ax1.legend()\n", - "ax1.set_ylabel('meters/year')\n", - "ax1.set_title('Limiting yaxis to (0,100)')\n", - "ax1.set_ylim(0,50)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2. Second approach" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -2777,56 +2686,6 @@ "ax1.set_ylim(0,50);" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{note}\n", - "does this look ok with a mix of points to represent raw data and lines for resampled data? \n", - "alt. version of lines below:\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 542, - "width": 1238 - } - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, (ax,ax1) = plt.subplots(ncols=2, figsize=(15,5))\n", - "\n", - "\n", - "fig.suptitle('Spatially-averaged magnitude of velocity over time')\n", - "calc_velocity_magnitude(sample_glacier_raster).v_mag_time.plot(label = 'All obs',ax=ax)\n", - "calc_velocity_magnitude(glacier_resample_1mo).v_mag_time.plot(label = '1 month resample',ax=ax)\n", - "ax.legend()\n", - "ax.set_ylabel('meters/year')\n", - "ax.set_title('Full y-axis range')\n", - "\n", - "calc_velocity_magnitude(sample_glacier_raster).v_mag_time.plot(label = 'All obs',ax=ax1)\n", - "calc_velocity_magnitude(glacier_resample_1mo).v_mag_time.plot(label = '1 month resample',ax=ax1)\n", - "ax1.legend()\n", - "ax1.set_ylabel('meters/year')\n", - "ax1.set_title('Limiting yaxis to (0,50)')\n", - "ax1.set_ylim(0,50);" - ] - }, { "cell_type": "markdown", "metadata": {},