{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: Preparing site data for liquefaction analysis with the OQ-MBTK" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial for preparing site data for liquefaction analysis with the OQ-MBTK is a Jupyter notebook, which containts text as well as exectuable Python code. The notebook can be downloaded along with the sample data from [here][tut].\n", "\n", "[tut]: https://github.com/GEMScienceTools/oq-mbtk/tree/master/tutorials/sep\n", "\n", "First, we need to import the Python modules that we'll use." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from openquake.sep.utils import(\n", " sample_raster_at_points,\n", " vs30_from_slope\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will be working with two different liquefaction models in this analysis, the [HAZUS model][oq_haz] by the US Federal Emergency Management Agency (FEMA), and a statistical model by Zhu et al (2015) that we'll call the [Zhu model][oq_zhu]. \n", "\n", "These models require different parameters to characterize the liquefaction susceptibility and probabilities at each site. The HAZUS model relies on a classification of each site into a liquefaction susceptibility category, based on geotechnical parameters at the site. The Zhu model relies on quantitative parameters that may, in principle, be estimated through processing of a digital elevation model.\n", "\n", "\n", "[oq_haz]: https://gemsciencetools.github.io/oq-mbtk/contents/sep_docs/sep_models.html#hazus\n", "[oq_zhu]: https://gemsciencetools.github.io/oq-mbtk/contents/sep_docs/sep_models.html#zhu-et-al-2015\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Joining site information to site locations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll start with a basic CSV file with the longitude and latitude of the sites for our analysis as well as the geologic unit at that site. The geologic unit at each site has been added through a [spatial join][qgis_join] of the site locations with a geologic map layer in QGIS.\n", "\n", "[qgis_join]: https://www.qgistutorials.com/en/docs/performing_spatial_joins.html" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### HAZUS site parameters\n", "\n", "The HAZUS model requires that we have liquefaction susceptibility categories and groundwater depths for all sites. We'll get these by mapping the geologic unit to these parameters, and the assigning the parameters to each site based on the geologic unit through a database join." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lonlatunit
0-76.5408963.350158TQplp
1-76.5447633.350644TQplp
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" ], "text/plain": [ " lon lat unit\n", "0 -76.540896 3.350158 TQplp\n", "1 -76.544763 3.350644 TQplp\n", "2 -76.528079 3.346550 TQplp\n", "3 -76.529860 3.356627 TQplp\n", "4 -76.527918 3.351601 TQplp" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Read in the sites CSV with pandas\n", "sites = pd.read_csv('./tutorial_data/cali_sites_w_units.csv')\n", "\n", "sites.head()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,10))\n", "\n", "plt.axis('equal')\n", "\n", "plt.scatter(sites.lon, sites.lat, s=5)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we'll load another file that has the geologic descriptions for each unit as well as the HAZUS liquefaction susceptibility category for each unit. (The file also has the geotechnical parameters that are used for [landslide analysis](./landslide_site_prep.ipynb) but are not used here.)\n", "\n", "The liquefaction susceptibility category has been estimated based on the geologic description for that unit, as well as the location of the unit with respect to water bodies (rivers and creeks) from inspection of the geologic map. The guidelines for this assignment can be found in the [HAZUS Manual][hzm], Section 4-21. If you are uncertain of how to proceed, please contact your local geologist or geotechnical engineer.\n", "\n", "[hzm]: https://www.hsdl.org/?view&did=1276\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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unitfriction_midfriction_unccohesion_midcohesion_uncsaturationdry_densityuscstypedescriptionsusc_cat
0Q133.51.5000.202091SMsilty sandsold wetlandsm
1Q227.05.05000000.401734OLorganic siltsswamp depositsh
2Q333.51.5000.302091SMsilty sandsriver channel depositsvh
3Q433.51.5000.202091SMsilty sandslevee depositsh
4Q527.05.05000000.251734OLorganic siltsfloodplain depositsh
5Q638.06.0000.302091GPpoorly graded gravel w/ sand, no finesactive alluvial fillvh
6Q732.51.56250012500.251887SMloamy sandpoint bar depositsvh
7Cono36.53.5000.152142GWwell graded gravel w/ sand, no finesalluvial fanl
8Qt36.53.5000.102142GWwell graded gravel w/ sand, no finesterrace depositsm
9Qc31.53.52000000.151887CGclayey sandy gravelscolluviuml
10Qd36.53.5000.102142GWwell graded gravel w/ sand, no finesold alluvium, terracesl
11QvT36.53.5000.102142GWwell graded gravel w/ sand, no finesT-derived Quaternary (terrace/coll./fan)l
12QvK31.53.52000000.101887CGclayey sandy gravelsK (diabase) derived Quaternarym
13Q/Kv25.07.085000150000.252091CHsilty clay loamK-derived saprolitevl
14TQplp36.55.010000000.102244NaNvolcanic-sedimentary rocksPopayán Fm.n
15Kv33.55.0100000000.103000NaNdiabaseCretaceous diabasen
16T33.55.010000000.102600NaNsedimentary rockscoal-bearing sedimentary rocksn
\n", "
" ], "text/plain": [ " unit friction_mid friction_unc cohesion_mid cohesion_unc saturation \\\n", "0 Q1 33.5 1.5 0 0 0.20 \n", "1 Q2 27.0 5.0 50000 0 0.40 \n", "2 Q3 33.5 1.5 0 0 0.30 \n", "3 Q4 33.5 1.5 0 0 0.20 \n", "4 Q5 27.0 5.0 50000 0 0.25 \n", "5 Q6 38.0 6.0 0 0 0.30 \n", "6 Q7 32.5 1.5 62500 1250 0.25 \n", "7 Cono 36.5 3.5 0 0 0.15 \n", "8 Qt 36.5 3.5 0 0 0.10 \n", "9 Qc 31.5 3.5 20000 0 0.15 \n", "10 Qd 36.5 3.5 0 0 0.10 \n", "11 QvT 36.5 3.5 0 0 0.10 \n", "12 QvK 31.5 3.5 20000 0 0.10 \n", "13 Q/Kv 25.0 7.0 85000 15000 0.25 \n", "14 TQplp 36.5 5.0 100000 0 0.10 \n", "15 Kv 33.5 5.0 1000000 0 0.10 \n", "16 T 33.5 5.0 100000 0 0.10 \n", "\n", " dry_density uscs type \\\n", "0 2091 SM silty sands \n", "1 1734 OL organic silts \n", "2 2091 SM silty sands \n", "3 2091 SM silty sands \n", "4 1734 OL organic silts \n", "5 2091 GP poorly graded gravel w/ sand, no fines \n", "6 1887 SM loamy sand \n", "7 2142 GW well graded gravel w/ sand, no fines \n", "8 2142 GW well graded gravel w/ sand, no fines \n", "9 1887 CG clayey sandy gravels \n", "10 2142 GW well graded gravel w/ sand, no fines \n", "11 2142 GW well graded gravel w/ sand, no fines \n", "12 1887 CG clayey sandy gravels \n", "13 2091 CH silty clay loam \n", "14 2244 NaN volcanic-sedimentary rocks \n", "15 3000 NaN diabase \n", "16 2600 NaN sedimentary rocks \n", "\n", " description susc_cat \n", "0 old wetlands m \n", "1 swamp deposits h \n", "2 river channel deposits vh \n", "3 levee deposits h \n", "4 floodplain deposits h \n", "5 active alluvial fill vh \n", "6 point bar deposits vh \n", "7 alluvial fan l \n", "8 terrace deposits m \n", "9 colluvium l \n", "10 old alluvium, terraces l \n", "11 T-derived Quaternary (terrace/coll./fan) l \n", "12 K (diabase) derived Quaternary m \n", "13 K-derived saprolite vl \n", "14 Popayán Fm. n \n", "15 Cretaceous diabase n \n", "16 coal-bearing sedimentary rocks n " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "unit_table = pd.read_csv('./tutorial_data/cali_units.csv')\n", "\n", "unit_table" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's make a new table with just the information that we need, which is the liquefaction susceptibility category (called `susc_cat` in this table)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "liq_susc_cat = unit_table[['unit', 'susc_cat']]\n", "\n", "# set the index to be the unit, for the join below.\n", "liq_susc_cat = liq_susc_cat.set_index('unit')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll do a database join on the two tables using Pandas, which will let us take the attributes for each geologic unit and append them to each site based on the geologic unit for that site." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lonlatunitsusc_cat
0-76.5408963.350158TQplpn
1-76.5447633.350644TQplpn
2-76.5280793.346550TQplpn
3-76.5298603.356627TQplpn
4-76.5279183.351601TQplpn
\n", "
" ], "text/plain": [ " lon lat unit susc_cat\n", "0 -76.540896 3.350158 TQplp n\n", "1 -76.544763 3.350644 TQplp n\n", "2 -76.528079 3.346550 TQplp n\n", "3 -76.529860 3.356627 TQplp n\n", "4 -76.527918 3.351601 TQplp n" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sites = sites.join(liq_susc_cat, on='unit')\n", "\n", "sites.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also need groundwater depths at each point. A high-quality analysis would use measured data or at least values interpolated from a map of the water table depth, but we don't have that information available. Instead, we'll just estimate values based on the geologic unit. These units are somewhat spatially arranged so that the groundwater depth probably correlates with the unit, but in the absence of any real data, it's impossible to know how good of an approximation this is.\n", "\n", "We'll use a simply Python dictionary with the unit as the key and estimates for groundwater depth in meters as the value." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "gwd_map = {'Q1': 0.65,\n", " 'Q2': 0.3,\n", " 'Q3': 0.2,\n", " 'Q4': 0.3,\n", " 'Q5': 0.2,\n", " 'Q6': 0.1,\n", " 'Q7': 0.15,\n", " 'Cono': 1.75,\n", " 'Qt': 1.,\n", " 'Qc': 2.,\n", " 'Qd': 1.25,\n", " 'QvT': 1.2,\n", " 'QvK': 1.2,\n", " 'Q/Kv': 2.5,\n", " 'T': 3.,\n", " 'TQplp': 3.,\n", " 'Kv': 4.\n", " }\n", "\n", "sites['gwd'] = sites.apply(lambda x: gwd_map[x.unit], axis=1)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lonlatunitsusc_catgwd
0-76.5408963.350158TQplpn3.0
1-76.5447633.350644TQplpn3.0
2-76.5280793.346550TQplpn3.0
3-76.5298603.356627TQplpn3.0
4-76.5279183.351601TQplpn3.0
\n", "
" ], "text/plain": [ " lon lat unit susc_cat gwd\n", "0 -76.540896 3.350158 TQplp n 3.0\n", "1 -76.544763 3.350644 TQplp n 3.0\n", "2 -76.528079 3.346550 TQplp n 3.0\n", "3 -76.529860 3.356627 TQplp n 3.0\n", "4 -76.527918 3.351601 TQplp n 3.0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sites.head()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,10))\n", "\n", "plt.axis('equal')\n", "\n", "plt.scatter(sites.lon, sites.lat, s=5, c=sites.gwd)\n", "\n", "plt.colorbar(label='groundwater depth (m)')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Zhu site parameters\n", "\n", "The Zhu model was developed to use parameters that can be derived from a digital elevation model. \n", "\n", "One of these, the Vs30 value, can be calculated from a DEM quite easily, as long as the DEM has a resolution around 1 km. First, the slope should be calculated (which is very easy to do in a GIS program), and then the Vs30 can be calculated from the slope using Wald and Allen's methods [(2007)][wa_2007].\n", "\n", "The `openquake.sep.utils` module has some functions to calculate Vs30 from slope, and to get the values of a raster at any point. We'll use these functions to get the Vs30 values from a slope raster for each of our sites.\n", "\n", "[wa_2007]: https://pubs.geoscienceworld.org/ssa/bssa/article/97/5/1379/146527" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "slo = sample_raster_at_points('./tutorial_data/cali_slope_srtm_1km.tif', sites.lon, sites.lat)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,10))\n", "\n", "plt.axis('equal')\n", "\n", "plt.scatter(sites.lon, sites.lat, s=5, c=slo)\n", "\n", "plt.colorbar(label='slope (deg)')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "sites['vs30'] = vs30_from_slope(slo, slope_unit='deg', tectonic_region_type='active')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,10))\n", "\n", "plt.axis('equal')\n", "\n", "plt.scatter(sites.lon, sites.lat, s=5, c=sites.vs30)\n", "\n", "plt.colorbar(label='Vs30')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we need to get values for the Compound Topographic Index (CTI). The process is the same, using a raster of CTI values. (Though it is possible to calculate the CTI from a DEM using algorithms implemented in many GIS packages, in practice the range of the resulting CTI values is incompatible with the CTI values that Zhu et al. used in their calibration. Therefore it is strongly advised to obtain CTI data from a dataset that has a global range of 0-20; we recommend [Marthews et al., 2015](https://www.hydrol-earth-syst-sci.net/19/91/2015/))." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "sites['cti'] = sample_raster_at_points('./tutorial_data/ga2_cti_cali.tif', sites.lon, sites.lat)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,10))\n", "\n", "plt.axis('equal')\n", "\n", "plt.scatter(sites.lon, sites.lat, s=5, c=sites.cti)\n", "\n", "plt.colorbar(label='Vs30')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "## Saving and cleaning up\n", "\n", "That's basically it. We just need to save the file and then proceed to the [liquefaction analysis][liq_anal].\n", "\n", "[liq_anal]: ./liquefaction_analysis.ipynb" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "sites.to_csv('./tutorial_data/liquefaction_sites.csv', index=False)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.7.3 64-bit ('oq': conda)", "language": "python", "name": "python37364bitoqconda2538d931db6a43dbb13a044a946dcd86" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }