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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "# LitPop class\n", "\n", "This class is a data model of economic exposure. It models countries' gridded exposure by interpolating an macroeconomic indicator through the product of night light intensities and gridded population count for a specific year. Asset value is distributed to the grid proportzional to LitPop. LitPop at each pixel is calculated in the script as:\n", "\n", "$Lit^mPop^n = Lit^m * Pop^n$, with $exponents = [m, n] \\in \\N_0$ (Default values are $m=n=1$).\n", "\n", "The night light images used are the following:\n", "- year 2012 and 2016: https://earthobservatory.nasa.gov/Features/NightLights (15 arcsec resolution (~500m))\n", "\n", "The gridded population count data used are the following:\n", "- Gridded Population of the World (GPW), v4: Population Count, v4.10, v4.11 or later versions (2000, 2005, 2010, 2015, 2020)\n", "http://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\n", "(i.e. http://sedac.ciesin.org/data/set/gpw-v4-population-count-rev10 or \n", "http://sedac.ciesin.org/data/set/gpw-v4-population-count-rev11 etc.)\n", "\n", "Always the GPW file of the year closest to the target year is required.\n", "To download GPW data you need to register on the SEDAC website (for free).\n", "Then you can access the download site, i.e.: http://sedac.ciesin.columbia.edu/data/set/gpw-v4-population-count-rev11/data-download.\n", "There, choose the settings as shown, ticking the box of the years you need:\n", "![Screenshot%202019-04-18%20at%2010.52.04.png](attachment:Screenshot%202019-04-18%20at%2010.52.04.png)\n", "The population data from GWP needs to be downloaded manually as TIFF from this site and placed in the system data folder of climada, i.e.: climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif.\n", "\n", "Direct download links are avilable, also for older versions, i.e.:\n", "http://sedac.ciesin.columbia.edu/downloads/data/gpw-v4/gpw-v4-population-count-rev10/gpw-v4-population-count-rev10_2015_30_sec_tif.zip, \n", "or: \n", "http://sedac.ciesin.columbia.edu/downloads/data/gpw-v4/gpw-v4-population-count-rev11/gpw-v4-population-count-rev11_2015_30_sec_tif.zip\n", "\n", "All other required data is acquired automatically.\n", "\n", "Available macroeconomic indicators can be selected via the variable fin_mode:\n", "- 'pc': produced capital (Source: World Bank DataBank), incl. manufactured or built assets such as machinery, equipment, and physical structures (pc is in constant 2014 USD, data is available for the years 1995, 2000, 2005, 2010, 2014). The pc-data is stored in the subfolder *data/system/Wealth-Accounts_CSV/*. Source: https://datacatalog.worldbank.org/dataset/wealth-accounting\n", "- 'gdp': gross-domestic product (Source: World Bank)\n", "- 'income_group': gdp multiplied by country's income group+1\n", "- 'nfw': households' non-financial wealth (Source: Credit Suisse, of households only)\n", "- 'tw': households' total wealth (Source: Credit Suisse, of households only)\n", "\n", "Regarding the GDP (nominal GDP at current USD) and income group values, they are obtained from the [World Bank](https://data.worldbank.org) using the [pandas-datareader](https://pandas-datareader.readthedocs.io/en/latest/remote_data.html) API. If a value is missing, the value of the closest year is considered. When no values are provided from the World Bank, we use the [Natural Earth](https://www.naturalearthdata.com) repository values.\n", "\n", "\n", "_Initiating LitPop():_\n", "\n", "The `LitPop` class inherits from the [`Exposures`](climada_entity_Exposures.ipynb#Exposures-class) class. It provides a `set_country()` method which enables to compute exposure data for a country using different settings and input data. The first time a nightlight image is used, it is downloaded and stored locally. This might take some time.\n", "\n", "*NOTE / Downloading existing LitPop exposure data:*\n", "\n", "Readily computed LitPop exposure data, distributing produced capital of 2014 at a resolution of 30 arcsec can be downloaded from the ETH Research Repository: https://doi.org/10.3929/ethz-b-000331316.\n", "The dataset contains gridded data for more than 200 countries as CSV files. [These can be imported into Python using the Exposures class, i.e. *Exposures(pd.read_csv(file_name))*]\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 07:58:21,133 - climada - DEBUG - Loading default config file: /Users/aznarsig/Documents/Python/climada_python/climada/conf/defaults.conf\n" ] } ], "source": [ "# Import required packages:\n", "import numpy as np\n", "import pandas as pd\n", "from matplotlib import colors\n", "from iso3166 import countries as iso_cntry\n", "\n", "from climada.entity.exposures.litpop import LitPop" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Country Exposure\n", "In the following, we will create exposure data sets and plots for a variety of countries, comparing different settings.\n", "### Default Settings" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 07:58:41,885 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30.0 arcsec.\n", "2019-05-15 07:58:41,886 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 07:58:41,887 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_C1_geo_gray.tif.\n", "2019-05-15 07:58:56,891 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-05-15 07:58:56,892 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 07:58:56,892 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 07:59:12,739 - climada.util.finance - INFO - GDP CHE 2014: 7.092e+11.\n", "2019-05-15 07:59:13,653 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-05-15 07:59:14,150 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 07:59:14,157 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 07:59:14,715 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 51 s\n", "2019-05-15 07:59:14,716 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 07:59:14,716 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 07:59:14,717 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 07:59:14,717 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 07:59:14,719 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 07:59:14,721 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 07:59:14,722 - climada.entity.exposures.base - INFO - geometry not set.\n" ] }, { "data": { "text/plain": [ "' In case you encounter an error here, because the GPW data is missing: The gridded population count data used are the following:\\n- Gridded Population of the World (GPW), v4: Population Count, v4.10 or later (2000, 2005, 2010, 2015, 2020).\\nhttp://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\\nThe population data from GWP needs to be downloaded manually as TIFF\\nfrom this site and placed in the system data folder of climada,\\ni.e.: climada_python/data/system/gpw_v4_population_count_rev10_2015_30_sec.tif\\n'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Initiate a default LitPop exposure entity for Switzerland (ISO3-Code 'CHE'):\n", "ent = LitPop()\n", "ent.set_country('CHE')\n", "\n", "\"\"\" In case you encounter an error here, because the GPW data is missing: The gridded population count data used are the following:\n", "- Gridded Population of the World (GPW), v4: Population Count, v4.10 or later (2000, 2005, 2010, 2015, 2020).\n", "http://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\n", "The population data from GWP needs to be downloaded manually as TIFF\n", "from this site and placed in the system data folder of climada,\n", "i.e.: climada_python/data/system/gpw_v4_population_count_rev10_2015_30_sec.tif\n", "\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting\n", "The exposure entity was initiated using the default setting, i.e. a resolution of 30 arcsec and produced capital 'pc' as total asset value, using the exponents $[1, 1]$.\n", "\n", "If the init worked, we can now plot a map of Switzerland's exposure.\n", "We can get a good impression of the exposure distribution in Switzerland by comparing plots with linear and log-normal colormaps:\n", "\n", "(please refer to the exposure tutorial *climada_entity_Exposures.ipynb* for more info on the visualization of exposure data.)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 07:59:14,778 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/anaconda3/envs/climada_up/lib/python3.7/site-packages/matplotlib/tight_layout.py:176: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " warnings.warn('Tight layout not applied. The left and right margins '\n" ] }, { "data": { "text/plain": [ "(
,\n", " array([[]],\n", " dtype=object))" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent.set_geometry_points()\n", "# plot exposure with linear colormap and major towns (pop_name=True):\n", "ent.plot_hexbin(pop_name=True)\n", "# plot exposure with log-normal colormap:\n", "norm=colors.LogNorm(vmin=500, vmax=4.0e9)\n", "ent.plot_hexbin(norm=norm)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Settings: fin_mode\n", "Instead on produced capital, we can also downscale other available macroeconomic indicators as estimates of asset value.\n", "The indicator can be set via the variable fin_mode:\n", "\n", " 'pc': produced capital (Source: World Bank DataBank), incl. manufactured or built assets such as machinery, equipment, and physical structures (pc is in constant 2014-USD, data available for the years 1995, 2000, 2005, 2010, 2014)\n", " 'gdp': gross-domestic product (Source: World Bank)\n", " 'income_group': gdp multiplied by country's income group+1\n", " 'nfw': households' non-financial wealth (Source: Credit Suisse, of households only)\n", " 'tw': households' total wealth (Source: Credit Suisse, of households only)\n", " \n", "Let's initiate the entity for Switzerland with the financial mode \"income_group\":" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 07:59:45,714 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30.0 arcsec.\n", "2019-05-15 07:59:45,715 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 07:59:45,716 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_C1_geo_gray.tif.\n", "2019-05-15 08:00:00,521 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:00:00,522 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:00:00,523 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:00:12,950 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-05-15 08:00:13,013 - climada.util.finance - INFO - Income group CHE 2016: 4.\n", "2019-05-15 08:00:13,434 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:00:13,442 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:00:14,036 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 45 s\n", "2019-05-15 08:00:14,037 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:00:14,038 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:00:14,039 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:00:14,039 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:00:14,040 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:00:14,040 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:00:14,041 - climada.entity.exposures.base - INFO - geometry not set.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/anaconda3/envs/climada_up/lib/python3.7/site-packages/matplotlib/tight_layout.py:176: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " warnings.warn('Tight layout not applied. The left and right margins '\n" ] }, { "data": { "text/plain": [ "(
,\n", " array([[]],\n", " dtype=object))" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Initiate a default LitPop exposure entity for Switzerland (ISO3-Code 'CHE'):\n", "\n", "ent = LitPop()\n", "ent.set_country('CHE', fin_mode='income_group') # try other fin_modes: 'gdp', 'nfw', 'pc'\n", "# plot exposure:\n", "ent.plot_hexbin(pop_name=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This map shows like the default one above, the only difference is the absolute value per pixel: Note that the range of the color scale has changed because the total asset value estimated with the income_group mode is larger than produced capital stock.\n", "\n", "### Settings: resolution (res_arcsec) and reference_year\n", "\n", "We can also change the resolution in arc seconds to one of these values: 30, 60, 120, 300, 600, 3600.\n", "\n", "$30 arcsec \\approx 1 km$.\n", "\n", "$3600 arcsec = 1\\degree \\approx 110 km$.\n", "\n", "Additionally, we can change the year our exposure is supposed to represent. For this, nightlight and population data are used that are closest to the requested years. Macroeconomic indicators like produced capital are interpolated from available data or scaled proportional to GDP.\n", "\n", "Let's estimate a produced capital exposure map for Switzerland in 2017 with a resolution of 300 arcsec:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:00:39,281 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 300 arcsec.\n", "2019-05-15 08:00:39,282 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:00:39,282 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_C1_geo_gray.tif.\n", "2019-05-15 08:00:42,604 - climada.entity.exposures.gpw_import - INFO - Reference year: 2017. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:00:42,605 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:00:42,605 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:00:55,337 - climada.util.finance - INFO - GDP CHE 2014: 7.092e+11.\n", "2019-05-15 08:00:55,873 - climada.util.finance - INFO - GDP CHE 2017: 6.790e+11.\n", "2019-05-15 08:00:55,980 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:00:55,981 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:00:55,994 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 34 s\n", "2019-05-15 08:00:55,995 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:00:55,996 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:00:55,997 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:00:55,998 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:00:55,998 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:00:55,999 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:00:56,000 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:00:56,010 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/anaconda3/envs/climada_up/lib/python3.7/site-packages/matplotlib/tight_layout.py:176: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " warnings.warn('Tight layout not applied. The left and right margins '\n" ] }, { "data": { "text/plain": [ "(
,\n", " array([[]],\n", " dtype=object))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent = LitPop()\n", "ent.set_country('CHE', fin_mode='pc', res_arcsec=300, reference_year=2017)\n", "ent.set_geometry_points()\n", "# plot exposure with larger line width for better visibility:\n", "ent.plot_hexbin(linewidth=7)\n", "# Instead of linewight, the gridsize can be adjusted for better visibility (low values --> big markers).\n", "# Warning: If gridsize is changed, the plot doesn't reflect the actual data's grid anymore,\n", "# (please refer to the exposure tutorial *climada_entity_Exposures.ipynb* \n", "# for more info on the visualization of exposure data.)\n", "ent.plot_hexbin(gridsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As can you can read from the logger output above the plot, the following data time steps were used to estimate 2017's exposure:\n", "- GPW Population of 2015 (closest year)\n", "- BlackMarble Nightlights of 2016 (closest year)\n", "- Produced capital of 2014 (closest year), inflated proportional to the GDP increase from 2014 to 2017. This is an inflation of roughly 4.5% in this case.\n", "\n", "\n", "### Settings: exponents of $Lit^mPop^n$\n", "\n", "LitPop per pixel is the product of the exponents of nightlights+1 (Lit) and Population count (Pop).\n", "\n", "$Lit^mPop^n = Lit^m * Pop^n$, with $exponents = [m, n] \\in \\N_0$ (Default values are $m=n=1$).\n", "\n", "We can also change m and n.\n", "\n", "**For countries with badly resolved population data (i.e. Jamaica or Uzbekistan), it can make sense to use nightlights only, i.e. an high exponent of Lit instead of LitPop.** \n", "Note that if Pop is not used, $Lit = nightlights$ instead of $nightlights+1$.\n", "\n", "Let's compare exposure maps for $LitPop=Lit^1Pop^1$ (default); $Lit^3$; and $Pop^1$ Jamaica at a resolution of 60 arcsec.\n", "\n", "Please execute one cell after the other:\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:01:08,283 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 60 arcsec.\n", "2019-05-15 08:01:08,284 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:01:08,285 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_B1_geo_gray.tif.\n", "2019-05-15 08:01:15,359 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:01:15,360 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:01:15,361 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:01:34,125 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:01:34,126 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:01:34,157 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 36 s\n", "2019-05-15 08:01:34,158 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:01:34,158 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:01:34,159 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:01:34,159 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:01:34,160 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:01:34,160 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:01:34,161 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:01:34,172 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n" ] }, { "data": { "text/plain": [ "'Lit^0 * Pop^1'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent = LitPop()\n", "res = 60\n", "country = 'JAM' # Try different countries, i.e. 'JAM', 'CHE', 'RWA', 'MEX'\n", "markersize = 3\n", "gridsize = 70\n", "buffer_deg=.04\n", "# The arguments 'exponent' is used to set the power with which Lit and Pop go into LitPop:\n", "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[0, 1]) # Population only\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "# note: buffer_deg adds a buffer around the plotted data to show the whole country\n", "\"\"\"Lit^0 * Pop^1\"\"\"" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:01:44,827 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 60 arcsec.\n", "2019-05-15 08:01:44,828 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:01:44,828 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_B1_geo_gray.tif.\n", "2019-05-15 08:01:51,921 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:01:51,922 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:01:51,923 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:02:09,945 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:02:09,946 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:02:09,982 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 34 s\n", "2019-05-15 08:02:09,983 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:02:09,983 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:02:09,984 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:02:09,985 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:02:09,986 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:02:09,986 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:02:09,987 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:02:09,998 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n" ] }, { "data": { "text/plain": [ "'Lit^3'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# JAMAICA:\n", "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[3, 0]) # Nightlights^3 only\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "\"\"\"Lit^3\"\"\"" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:02:21,246 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 60 arcsec.\n", "2019-05-15 08:02:21,247 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:02:21,248 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_B1_geo_gray.tif.\n", "2019-05-15 08:02:28,388 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:02:28,389 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:02:28,389 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:02:46,815 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:02:46,816 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:02:46,866 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 35 s\n", "2019-05-15 08:02:46,867 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:02:46,868 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:02:46,869 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:02:46,871 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:02:46,873 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:02:46,876 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:02:46,878 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:02:46,898 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n" ] }, { "data": { "text/plain": [ "'Lit^1 * Pop^1'" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[1, 1]) # Default LitPop [1, 1]\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "\"\"\"Lit^1 * Pop^1\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For **Switzerland**, population is resolved on the 3rd administrative level, with 2538 distinct geographical units. Therefore, the purely population-based map is highly resolved.\n", "\n", "For **Jamaica**, population is only resolved on the 1st administrative level, with only 14 distinct geographical units. Therefore, the purely population-based map shows large monotonous patches. Still, the combination of Lit and Pop results in a concentration of asset value estimates around the capital city Kingston." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiple countries\n", "Computing LitPop-entities for a list of countries and plot a log-normal exposure map:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:03:24,391 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 120 arcsec.\n", "2019-05-15 08:03:24,393 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:03:24,394 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_C2_geo_gray.tif.\n", "2019-05-15 08:03:28,799 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:03:28,800 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:03:28,801 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:03:43,133 - climada.util.finance - INFO - GDP TZA 2014: 4.996e+10.\n", "2019-05-15 08:03:44,342 - climada.util.finance - INFO - GDP RWA 2014: 8.017e+09.\n", "2019-05-15 08:03:45,605 - climada.util.finance - INFO - GDP BDI 2014: 2.706e+09.\n", "2019-05-15 08:03:45,721 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:03:45,722 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:03:45,970 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:03:45,971 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:03:46,127 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 7\n", "2019-05-15 08:03:46,128 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:03:46,542 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:03:46,550 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:03:47,094 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 58 s\n", "2019-05-15 08:03:47,095 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:03:47,095 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:03:47,095 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:03:47,096 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:03:47,097 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:03:47,098 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:03:47,098 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:03:47,135 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n" ] } ], "source": [ "# Initiate GDP-Entity for Tanzania, Rwanda, and Burundi:\n", "ent = LitPop()\n", "countries_list = ['BDI', 'RWA', 'TZA']\n", "ent.set_country(countries_list, res_arcsec=120, reference_year=2014, fin_mode='gdp')\n", "ent.set_geometry_points()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/anaconda3/envs/climada_up/lib/python3.7/site-packages/matplotlib/tight_layout.py:176: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " warnings.warn('Tight layout not applied. The left and right margins '\n" ] }, { "data": { "text/plain": [ "'GDP downscaling with LitPop for Tanzania, Rwanda, and Burundi (2014)'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot GDP-Entity for Tanzania, Rwanda, and Burundi:\n", "# ent.plot_hexbin(linewidth=2, buffer=.3) # plot using linear colormap\n", "# ent.plot_hexbin(linewidth=2, buffer=.3, bins='log') # plot using logarithmic colormap\n", "norm=colors.LogNorm(vmin=1.5e2, vmax=1.5e9) # setting range for the log-normal scale\n", "ent.plot_hexbin(linewidth=2, buffer=.3, norm=norm) # log-normal colormap from USD 150 to USD 1'500'000'000.\n", "\"\"\"GDP downscaling with LitPop for Tanzania, Rwanda, and Burundi (2014)\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sub-national (admin-1) GDP as intermediate downscaling layer \n", "\n", "In order to improve downscaling for countries with large regional differences within, a subnational breakdown of GDP can be used as an intermediate downscaling layer wherever available.\n", "\n", "The sub-national (admin-1) GDP-breakdown needs to be added manually as a \".xls\"-file to the folder *data/system/GSDP/* in the CLIMADA-directory. Currently, such data is provided for more than 10 countries, including USA, India, and China.\n", "\n", "The xls-file requires at least the following columns (with names specified in row 1):\n", "- State_Province: Names of admin-1 regions, i.e. states, cantons, provinces. Names need to match the naming of admin-1 shapes in the data used by the python package *cartopy.io* (c.f. *shapereader.natural_earth(name='admin_1_states_provinces')*)\n", "- GSDP_ref: value of sub-national GDP to be used (absolute or relative values)\n", "- Postal (optional): Alternative identifier of region, if names do not match wioth cartopy. Needs to correspond to the Postal-identifiers used in the shapereader of *cartopy.io*.\n", "\n", "Please note that while admin1-GDP will per definition improve the downscaling of *GDP*, it might not neccessarily improve the downscaling quality for other asset bases like produced capital (pc).\n", "\n", "*How To:*\n", "\n", "The intermediadte downscaling layer can be activated with the option *admin1_calc*.\n", "\n", "The option *adm1_scatter* produces a scatter plot to compare the modelled and observed GDP per admin-1 region." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:04:11,491 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2019-05-15 08:04:11,492 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:04:11,492 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_C1_geo_gray.tif.\n", "2019-05-15 08:04:26,478 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:04:26,479 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:04:26,479 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:04:38,972 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-05-15 08:04:39,403 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:04:39,409 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:04:39,975 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 45 s\n", "2019-05-15 08:04:39,975 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:04:39,976 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:04:39,977 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:04:39,977 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:04:39,978 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:04:39,979 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:04:39,980 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:04:40,019 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n", "2019-05-15 08:04:57,914 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2019-05-15 08:04:57,915 - climada.entity.exposures.nightlight - DEBUG - Found all required satellite data (1 files) in folder /Users/aznarsig/Documents/Python/climada_python/data/system\n", "2019-05-15 08:04:57,917 - climada.entity.exposures.litpop - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/BlackMarble_2016_C1_geo_gray.tif.\n", "2019-05-15 08:05:12,532 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-05-15 08:05:12,533 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-05-15 08:05:12,533 - climada.entity.exposures.gpw_import - DEBUG - Importing /Users/aznarsig/Documents/Python/climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif\n", "2019-05-15 08:05:40,098 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-05-15 08:05:40,519 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:40,527 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:41,114 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Valais.\n", "2019-05-15 08:05:41,144 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:41,146 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:41,667 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Ticino.\n", "2019-05-15 08:05:41,681 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:41,682 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:42,089 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Graubünden.\n", "2019-05-15 08:05:42,131 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:42,133 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:42,752 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Schaffhausen.\n", "2019-05-15 08:05:42,753 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 2\n", "2019-05-15 08:05:42,754 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:05:42,758 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:42,759 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:43,033 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Thurgau.\n", "2019-05-15 08:05:43,039 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:43,040 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:43,347 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Zürich.\n", "2019-05-15 08:05:43,355 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:43,356 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:43,704 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Aargau.\n", "2019-05-15 08:05:43,713 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:43,714 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:44,041 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Basel-Stadt.\n", "2019-05-15 08:05:44,042 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:44,043 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:44,295 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Basel-Landschaft.\n", "2019-05-15 08:05:44,296 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 2\n", "2019-05-15 08:05:44,297 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:05:44,303 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:44,303 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:44,607 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Sankt Gallen.\n", "2019-05-15 08:05:44,609 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 2\n", "2019-05-15 08:05:44,609 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 1\n", "2019-05-15 08:05:44,624 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:45,020 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Solothurn.\n", "2019-05-15 08:05:45,021 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 3\n", "2019-05-15 08:05:45,022 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:05:45,030 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:45,031 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:45,337 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Jura.\n", "2019-05-15 08:05:45,343 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:45,344 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:45,662 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Genève.\n", "2019-05-15 08:05:45,664 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:45,665 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:45,958 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Vaud.\n", "2019-05-15 08:05:45,959 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 4\n", "2019-05-15 08:05:45,959 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 2\n", "2019-05-15 08:05:45,985 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2019-05-15 08:05:46,399 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Neuchâtel.\n", "2019-05-15 08:05:46,404 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:46,405 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:46,716 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Bern.\n", "2019-05-15 08:05:46,718 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 3\n", "2019-05-15 08:05:46,718 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 1\n", "2019-05-15 08:05:46,771 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:47,325 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Lucerne.\n", "2019-05-15 08:05:47,334 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:47,335 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:47,687 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Zug.\n", "2019-05-15 08:05:47,689 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:47,690 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:47,980 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Uri.\n", "2019-05-15 08:05:47,987 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:47,988 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:48,310 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Schwyz.\n", "2019-05-15 08:05:48,315 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:48,316 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:48,624 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Glarus.\n", "2019-05-15 08:05:48,628 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:48,629 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:48,927 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Nidwalden.\n", "2019-05-15 08:05:48,930 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:48,931 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:49,220 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Fribourg.\n", "2019-05-15 08:05:49,221 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 5\n", "2019-05-15 08:05:49,222 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:05:49,234 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:49,235 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:49,592 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Obwalden.\n", "2019-05-15 08:05:49,593 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 2\n", "2019-05-15 08:05:49,593 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:05:49,598 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:49,598 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:49,913 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Appenzell Ausserrhoden.\n", "2019-05-15 08:05:49,916 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:49,917 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:50,212 - climada.entity.exposures.litpop - DEBUG - Caclulating admin1 for Appenzell Innerrhoden.\n", "2019-05-15 08:05:50,213 - climada.entity.exposures.litpop - DEBUG - Detected subshapes: 3\n", "2019-05-15 08:05:50,214 - climada.entity.exposures.litpop - DEBUG - of which detected enclaves: 0\n", "2019-05-15 08:05:50,217 - climada.entity.exposures.litpop - DEBUG - Removing enclaves...\n", "2019-05-15 08:05:50,218 - climada.entity.exposures.litpop - DEBUG - Successfully isolated coordinates from shape\n", "2019-05-15 08:05:50,540 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 70 s\n", "2019-05-15 08:05:50,541 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-05-15 08:05:50,542 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:05:50,543 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:05:50,544 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:05:50,544 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:05:50,545 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:05:50,546 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:05:50,585 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:05:50,586 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:05:50,586 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:05:50,587 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:05:50,588 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:05:50,589 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n", "2019-05-15 08:05:51,210 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-05-15 08:05:51,211 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-05-15 08:05:51,211 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-05-15 08:05:51,212 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-05-15 08:05:51,213 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-05-15 08:05:51,214 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-05-15 08:05:51,214 - climada.entity.exposures.base - INFO - Setting geometry attribute.\n", "Done.\n" ] } ], "source": [ "# Initiate GDP-Entity for Switzerland, with and without admin1_calc:\n", "\n", "ent_adm0 = LitPop()\n", "ent_adm0.set_country('CHE', res_arcsec=30, fin_mode='gdp', admin1_calc=False)\n", "ent_adm0.set_geometry_points()\n", "\n", "ent_adm1 = LitPop()\n", "ent_adm1.set_country('CHE', res_arcsec=30, fin_mode='gdp', admin1_calc=True)\n", "\n", "ent_adm0.check()\n", "ent_adm0.set_geometry_points()\n", "ent_adm1.check()\n", "ent_adm1.set_geometry_points()\n", "print('Done.')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/anaconda3/envs/climada_up/lib/python3.7/site-packages/matplotlib/tight_layout.py:176: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " warnings.warn('Tight layout not applied. The left and right margins '\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "admin-0: First figure\n", "admin-1: Second figure\n" ] }, { "data": { "text/plain": [ "'Note the small differences in eastern Switzerland.'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plotting:\n", "norm=colors.LogNorm(vmin=1.5e4, vmax=1.5e9) # setting range for the log-normal scale\n", "ent_adm0.plot_hexbin(buffer=.3, norm=norm)\n", "ent_adm1.plot_hexbin(buffer=.3, norm=norm)\n", "print('admin-0: First figure')\n", "print('admin-1: Second figure')\n", "'''Note the small differences in eastern Switzerland.'''" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Export Exposure Data to CSV \n", "\n", "The method ent.to_csv() can be used to export any CLIMADA exposure entity to a CSV-file.\n", "\n", "Please refer to the exposure tutorial *climada_entity_Exposures.ipynb* for more info on the export of exposure data!\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "'Examples for region_id:'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Burundi: 108'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Tanzania: 834'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Rwanda: 646'" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Export LitPop based entity to CSV:\n", "# set output path:\n", "import os\n", "from climada.util.constants import DATA_DIR # default CLIMADA-data directory\n", "output_path = os.path.join(DATA_DIR, 'export') # subfolder export\n", "if not os.path.isdir(output_path): # create output folder if it does not exist\n", " os.mkdir(output_path)\n", "# set output file path:\n", "output_path = os.path.join(output_path, 'LitPop_Exposure_Burundi_Tanzania_Rwanda.csv')\n", "# Export data:\n", "ent.to_csv(output_path, sep=',')\n", "\n", "# display('Exposure entity exported to' + output_path)\n", "\n", "# Note that the variable \"region_id\" in the exported CSV file is a number identifying the country, i.e.:\n", "display('Examples for region_id:')\n", "display('Burundi: ' + str(iso_cntry.get('BDI').numeric))\n", "display('Tanzania: ' + str(iso_cntry.get('TZA').numeric))\n", "display('Rwanda: ' + str(iso_cntry.get('RWA').numeric))\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "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 }