{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CLIMADA overview\n", "\n", "## Contents\n", "\n", "- [Introduction](#Introduction)\n", " - [What is CLIMADA?](#What-is-CLIMADA)\n", " - [This tutorial](#This-tutorial)\n", " - [Resources beyond this tutorial](#Resources-beyond-this-tutorial)\n", "- [CLIMADA features](#CLIMADA-features)\n", " - [CLIMADA classes](#CLIMADA-classes)\n", "- [Tutorial: an example risk assessment](#Tutorial--an-example-risk-assessment)\n", " - [Hazard](#Hazard)\n", " - [Storm tracks](#Storm-tracks)\n", " - [Centroids](#Centroids)\n", " - [Hazard footprint](#Hazard-footprint)\n", " - [Entity](#Entity)\n", " - [Exposures](#Exposures)\n", " - [Impact functions](#Impact-functions)\n", " - [Adaptation measures](#Adaptation-measures)\n", " - [Discount rates](#Discount-rates)\n", " - [Engine](#Engine)\n", " - [Impact](#Impact)\n", " - [Adaptation options appraisal](#Adaptation-options-appraisal)\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction\n", "\n", "### What is CLIMADA?\n", "\n", "CLIMADA is a fully probabilistic climate risk assessment tool. It provides a framework for users to combine exposure, hazard and vulnerability or impact data to calculate risk. Users can create probabilistic impact data from event sets, look at how climate change affects these impacts, and see how effectively adaptation measures can change them. CLIMADA also allows for studies of individual events, historical event sets and forecasts.\n", "\n", "The model is a highly customisable, meaning that users can work with out-of-the-box data provided for different hazards, population and economic exposure, or can provide their own data for part or all of the analysis. The pre-packaged data make CLIMADA particularly useful for users who focus on just one element of risk, since CLIMADA can 'fill in the gaps' for hazard, exposure or vulnerability in the rest of the analysis.\n", "\n", "The model core is designed to give as much flexibility as possible when describing the elements of risk, meaning that CLIMADA isn't limited to particular hazards, exposure types or impacts. We love to see the model applied to new problems and contexts.\n", "\n", "CLIMADA provides classes, methods and data for exposure, hazard and impact functions (also called vulnerability functions), plus a financial model and a framework to analyse adaptation measures. Additional classes and data for common uses, such as economic exposures or tropical storms. Tutorials for every class are available: see the [CLIMADA features](#CLIMADA-features) section below.\n", "\n", "\n", "### This tutorial\n", "\n", "This tutorial is for people new to CLIMADA who want to get a high level understanding of the model and work through an example risk analysis. It will list the current features of the model, and go through a complete CLIMADA analysis to give an idea of how the model works. Other tutorials go into more detail about different model components and individual hazards.\n", "\n", "### Resources beyond this tutorial\n", "\n", "- [Installation guide](https://climada-python.readthedocs.io/en/stable/guide/introduction.html) - go here if you've not installed the model yet\n", "- [CLIMADA Read the Docs home page](https://climada-python.readthedocs.io) - for all other documentation\n", "- [List of CLIMADA's features and associated tutorials](#CLIMADA-features)\n", "- [CLIMADA GitHub develop branch documentation](https://github.com/CLIMADA-project/climada_python/tree/develop/doc) for the very latest versions of code and documentation\n", "- [CLIMADA paper GitHub repository](https://github.com/CLIMADA-project/climada_papers) - for publications using CLIMADA\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## CLIMADA features\n", "\n", "A risk analysis with CLIMADA can include\n", "\n", "1. the statistical risk to your exposure from a set of events,\n", "2. how it changes under climate change, and\n", "3. a cost-benefit analysis of adaptation measures.\n", "\n", "CLIMADA is flexible: the \"statistical risk\" above could be describing the annual expected insured flood losses to a property portfolio, the number of people displaced by an ensemble of typhoon forecasts, the annual disruption to a railway network from landslides, or changes to crop yields.\n", "\n", "Users from risk-analysis backgrounds will be familiar with describing the impact of events by combining exposure, hazard and an impact function (or vulnerability curve) that combines the two to describe a hazard's effects. A CLIMADA analysis uses the same approach but wraps the exposures and their impact functions into a single `Entity` class, along with discount rates and adaptation options (see the below tutorials for more on CLIMADA's financial model).\n", "\n", "CLIMADA's `Impact` object is used to analyse events and event sets, whether this is the impact of a single wildfire, or the global economic risk from tropical cyclones in 2100.\n", "\n", "### CLIMADA classes\n", "\n", "This is a full directory of tutorials for CLIMADA's classes to use as a reference. You don't need to read all this to do this tutorial, but it may be useful to refer back to.\n", "\n", "- [**Hazard**](https://climada-python.readthedocs.io/en/latest/tutorial/climada_hazard_Hazard.html): a class that stores sets of geographic hazard footprints, (e.g. for wind speed, water depth and fraction, drought index), and metadata including event frequency. Several predefined extensions to create particular hazards from particular datasets and models are included with CLIMADA:\n", " - [Tropical cyclone wind](https://climada-python.readthedocs.io/en/latest/tutorial/climada_hazard_TropCyclone.html): global hazard sets for tropical cyclone events, constructing statistical wind fields from storm tracks. Subclasses include methods and data to calculate historical wind footprints, create forecast enembles from ECMWF tracks, and create climatological event sets for different climate scenarios.\n", " - [Storm surge](https://climada-python.readthedocs.io/en/latest/tutorial/climada_hazard_TCSurgeGeoClaw.html): (under development) global surge hazard for tropical storms. Runs the GeoClaw surge model to create and plot hazard from tropical storm tracks\n", " - [European windstorms](https://climada-python.readthedocs.io/en/latest/tutorial/climada_hazard_StormEurope.html): includes methods to read and plot footprints from the Copernicus WISC dataset and for DWD and ICON forecasts.\n", " - [River flooding](https://climada-python.readthedocs.io/en/latest/tutorial/climada_hazard_RiverFlood.html): global water depth hazard for flood, including methods to work with ISIMIP simulations.\n", " - [Crop modelling](https://climada-python.readthedocs.io/en/latest/tutorial/climada_hazard_entity_Crop.html): combines ISIMIP crop simulations and UN Food and Agrigultre Organization data. The module uses crop production as exposure, with hydrometeorological 'hazard' increasing or decreasing production. \n", " - Wildfire (global): tutorial under development\n", " - Drought (global): tutorial under development\n", "\n", "- [**Entity**](#Entity): this is a container that groups CLIMADA's socio-economic models. It's is where the Exposures and Impact Functions are stored, which can then be combined with a hazard for a risk analysis (using the Engine's Impact class). It is also where Discount Rates and Measure Sets are stored, which are used in adaptation cost-benefit analyses (using the Engine's CostBenefit class):\n", " - [Exposures](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_Exposures.html): geolocated exposures. Each exposure is associated with a value (which can be a dollar value, population, crop yield, etc), information to associate it with impact functions for the relevant hazard(s) (in the Entity's ImpactFuncSet), a geometry, and other optional properties such as deductables and cover. Exposures can be loaded from a file, specified by the user, or created from regional economic models accessible within CLIMADA, for example: \n", " - [LitPop](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_LitPop.html): regional economic model using nightlight and population maps together with several economic indicators\n", " - [BlackMarble](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_BlackMarble.html): regional economic model from nightlight intensities and economic indicators (GDP, income group). Largely succeeded by LitPop.\n", " - [OpenStreetMap](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_openstreetmap.html): methods to create exposures from data available through the OpenStreetMap API \n", " - [ImpactFuncSet](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_ImpactFuncSet.html): functions to describe the impacts that hazards have on exposures, expressed in terms of e.g. the % dollar value of a building lost as a function of water depth, or the mortality rate for over-70s as a function of temperature. CLIMADA provides some common impact functions, or they can be user-specified. The following is an incomplete list:\n", " - ImpactFunc: a basic adjustable impact function, specified by the user\n", " - IFTropCyclone: impact functions for tropical cyclone winds\n", " - IFRiverFlood: impact functions for river floods\n", " - IFStormEurope: impact functions for European windstorms \n", " - [DiscRates](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_DiscRates.html): discount rates per year\n", " - [MeasureSet](https://climada-python.readthedocs.io/en/latest/tutorial/climada_entity_MeasureSet.html): a collection of Measure objects that together describe any adaptation measures being modelled. Adaptation measures are described by their cost, and how they modify exposure, hazard, and impact functions (and have have a method to do these things). Measures also include risk transfer options.\n", " \n", "- [**Engine**](https://climada-python.readthedocs.io/en/latest/tutorial/climada_engine_Impact.html): the CLIMADA Engine contains the Impact and CostBenefit classes, which are where the main model calculations are done, combining Hazard and Entity objects.\n", " - [Impact](https://climada-python.readthedocs.io/en/latest/tutorial/climada_engine_Impact.html): a class that stores CLIMADA's modelled impacts and the methods to calculate them from Exposure, Impact Function and Hazard classes. The calculations include average annual impact, expected annual impact by exposure item, total impact by event, and (optionally) the impact of each event on each exposure point. Includes statistical and plotting routines for common analysis products.\n", " - [CostBenefit](https://climada-python.readthedocs.io/en/stable/tutorial/1_main_climada.html#Adaptation-options-appraisal): a class to appraise adaptation options. It uses an Entity's MeasureSet to calculate new Impacts based on their adjustments to hazard, exposure, and impact functions, and returns statistics and plotting routines to express cost-benefit comparisons.\n", "\n", "This list will be updated periodically along with new CLIMADA releases. To see the latest, development version of all tutorials, see the [tutorials page on the CLIMADA GitHub](https://github.com/CLIMADA-project/climada_python/tree/develop/doc/tutorial)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tutorial: an example risk assessment\n", "\n", "This example will work through a risk assessment for tropical storm wind in Puerto Rico, constructing hazard, exposure and vulnerability and combining them to create an Impact object. Everything you need for this is included in the main CLIMADA installation and additional data will be downloaded by the scripts as required." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hazard\n", "\n", "Hazards are characterized by their frequency of occurrence and the geographical distribution of their intensity. The `Hazard` class collects events of the same hazard type (e.g. tropical cyclone, flood, drought, ...) with intensity values over the same geographic centroids. They might be historical events or synthetic.\n", "\n", "See the [Hazard tutorial](climada_hazard_Hazard.ipynb) to learn about the Hazard class in more detail, and the [CLIMADA features](#CLIMADA-features) section of this document to explore tutorials for different hazards, including\n", "[tropical cyclones](climada_hazard_TropCyclone.ipynb), as used here.\n", "\n", "Tropical cyclones in CLIMADA and the `TropCyclone` class work like any hazard, storing each event's wind speeds at the geographic centroids specified for the class. Pre-calculated hazards can be loaded from files (see the [full Hazard tutorial](climada_hazard_Hazard.ipynb), but they can also be modelled from a storm track using the `TCTracks` class, based on a storm's parameters at each time step. This is how we'll construct the hazards for our example.\n", "\n", "So before we create the hazard, we will create our storm tracks and define the geographic centroids for the locations we want to calculate hazard at.\n", "\n", "### Storm tracks\n", "\n", "Storm tracks are created and stored in a separate class, `TCTracks`. We use its method `from_ibtracs_netcdf` to create the tracks from the [IBTRaCS](https://www.ncdc.noaa.gov/ibtracs/) storm tracks archive. The first time this runs on your machine it will need to download the full dataset which might take a little time. See the [full TropCyclone tutorial](climada_hazard_TropCyclone.ipynb) for more detail and troubleshooting." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-10-19 16:41:37,771 - climada.hazard.tc_tracks - WARNING - 1125 storm events are discarded because no valid wind/pressure values have been found: 1851175N26270, 1851181N19275, 1851187N22262, 1851192N12300, 1851214N14321, ...\n", "2021-10-19 16:41:37,783 - climada.hazard.tc_tracks - WARNING - 127 storm events are discarded because only one valid timestep has been found: 1852232N21293, 1853242N12336, 1855236N12304, 1856221N25277, 1856235N13302, ...\n" ] } ], "source": [ "import numpy as np\n", "from climada.hazard import TCTracks\n", "\n", "tracks = TCTracks.from_ibtracs_netcdf(provider='usa', basin='NA')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This will load all historical tracks in the North Atlantic into the `tracks` object (since we set `basin='NA'`). The `TCTracks.plot` method will plot the downloaded tracks, though there are too many for the plot to be very useful:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "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": [ "tracks.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's also worth adding additional time steps to the tracks (though this can be memory intensive!). Most tracks are reported at 3-hourly intervals (plus a frame at landfall). Event footprints are calculated as the maximum wind from any time step. For a fast-moving storm these combined three-hourly footprints give quite a rough event footprint, and it's worth adding extra frames to smooth the footprint artificially (try running this notebook with and without this interpolation to see the effect): " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "tracks.equal_timestep(time_step_h=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, irresponsibly for a risk analysis, we're only going to use these historical events: they're enough to demonstrate CLIMADA in action. A proper risk analysis would expand it to include enough events for a statistically robust climatology. See the [full TropCyclone tutorial](climada_hazard_TropCyclone.ipynb) for CLIMADA's stochastic event generation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Centroids\n", "\n", "A hazard's centroids can be any set of locations where we want the hazard to be evaluated. This could be the same as the locations of your exposure, though commonly it is on a regular lat-lon grid (with hazard being imputed to exposure between grid points).\n", "\n", "Here we'll set the centroids as a 0.1 degree grid covering Puerto Rico. Centroids are defined by a `Centroids` class, which has the `from_pnt_bounds` method for generating regular grids and a `plot` method to inspect the centroids." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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pKa3sm6KUekkplauU2qKUmh7YnqmUWqKUek0plRDYdodSqkIpld5o/7LOP0VBEARBEATBZoK5hvUp4EHg6Ubbfg/cqbV+Syl1TuD72S3sex/wttb6YqVUFBAX2P5j4DpgKHAZ8JfA9gLgRuCWjj2NlpEJPuZ60ol5nnRinicTfMzzpBPzPOnEPK/HJl0ppQYDb2itRwe+fwd4Qmv9vFLqUmCB1nphs32SgHXAUN3sJEqpRcAT1C9YB2qtH1ZK3RF4+Epgotb6qFKqTGud0FoumXRlryedmOdJJ+Z5MsHHPE86Mc+TTszzTJp09RNgkVJqL3APcFsLzlDgMPCkUmqNUmqxUio+8NiDwCPAD4BnGu1TRv1C9voQczUQjskMXX1M8aQTp3k2ZHSKZ0NGt3k2ZHSbZ0NGt3mhEuptrX4I3KC1/qdS6hLgceDMFo49EbhOa71SKXUfcCvwS631bmBWK8e+H1irlPpDeyG01pSWlrb4mK+6gozAvWp7Resm2xvv09hrvn/zYwfrite+J52Y50kn5nltdWJKRrd50ol5nnRintdeJ6EQ6oL1Cr78KeiLwOIWnH3APq31ysD3L1G/YG0TrXWRUupZ4Jr2XKVUq7dN8EbHkddoHNjBSgVAVkpsk32ae8do7nXEFS84Tzoxz5NOzPNa68SkjG7zpBPzPOnEPK+tTkIh1EsC8oHTAr8+A9jaXNBaHwD2KqWOjTiYA2wO8vj3At+nE4MNwjGZoauPKZ504jTPhoxO8WzI6DbPhoxu82zI6DYvVNpdECqlnqP+DgC9lVL7gNuB7wL3KaUigCrgewE3E1istT4nsPt1wN8DdwjYAXw7mFBa6wKl1CvADR17Ol8S7MSFYCc4dMQVT6Yq2ehJJ+Z5bXViSka3edKJeZ50Yp7XXiehIJOuhB5BOjEP6cQ8pBPzkE7MQzoxD5l0JQiCIAiCILgOWbAKgiAIgiAIRiMLVkEQBEEQBMFoQv4Uvg3IyElzPenEPE86Mc9rrxMTMrrNk07M86QT87xgOukojv3QlYycNNuTTszzpBPzPBk5aZ4nnZjnSSfmeSaNZjWecIwS6+pjiiedOM2zIaNTPBsyus2zIaPbPBsyus0LFccuWPNbmMrQ0vZgvXAcU7zOeTZkdJtnQ0aneDZkdJtnQ0a3eTZkdJsXKo5dsGamtDD4toXtwXrhOKZ4nfNsyOg2z4aMTvFsyOg2z4aMbvNsyOg2L1Qcu2ANxyixrj6meNKJ0zwbMjrFsyGj2zwbMrrNsyGj27xQcexdAoIdERbsyLGOuOLJGFAbPenEPE9GTprnSSfmedKJeZ6MZm2GjGa1F+kkdI4cOUJubi6VlZVEREQQGRnZ8N/Gvz7235iYGNLS0lBKtXlc6cQ8pBPzkE7MQzoxj3CMZnXsT1gFwSlUVVWxdetWNm/ezJYtW6iqqmLEiBEkJiZSV1dHbW0ttbW1Db9uvq2srIyUlBRmz57NpEmTiIyM7OmnJAiCIAgdQhasgmAYfr+fvLw8tmzZwubNm9m9ezeDBg0iOzubq6++mqysLDye4C8/9/v9bNq0iaVLl/LKK68wY8YMZs2aRUpKSviehCAIgiB0IY5esMoEH3M96eR475Wcffz9+ZdILtsN3khOPGkE586Zw7Bhw4iJiemC817IJZkRLF26lN/+9reMGDGC2bNns6Ekhnve/UI6MdCTCT7medKJeZ50Yp4nk66aIZOu7PWkk+O9h//+Mr2q8lkTN5FKT1xYz1tZWcmKFSv497tLKCoppdiThDexN7uqY6mJTuWXF0/jgon9Xd9JT3sywcc8Tzoxz5NOzPNk0lUHCMdkhq4+pnjSyTEefvVDsip3kBM3iUpPXNjPGxsby+mnn87y5NP5b/yp7IoajE95yazNZ2zxct5+/Pfce++9vPTSS6xcuZIH/rWKqprads/bVRm11pSVlbF7924efeV9+pZ9wQnV28iszSO17ig1NdXd2p3SfqL9VdRVV7Lo7dxuO29bXk+eWzzpxBbPhoxu80LFsZcEhGMyg+nTI9zm2ZAxGO/w4cP0L1hFTuxEqjyxrXrhyqc9MRz2xOCJ0hyMGwxAlL+GG84ZyZ49e9i4cSNZh3I5wV9FqTeREk8SJd5kir3JHCj0tXuOlrZrrSk4WkSyriTWX0msv4I4fyWxuoLYskp++tN/4fV66dWrFzFFNWhPHH4U6bUlxPkrifeXcaSyF6tXJzJmzBhiYmI6/tpoTZyuINpfTZSuJuJQDf/+dyUlJSWUlZUxIG83J+hqov3VePFRo6Lw4MdT5ufOOz8mLS2NtLQ0og4eJSayL1WBv2i0e95g87XjdfaYHu3jUGFJWDO6zbMho9s8GzK6zQsVxy5YM1NiyWvhRWppMkMwXjiOKV7nPBsytudVV1fzyCOPcDglm0JfL2Py9UlLZsSIEYwYMQKAJ/53CQcLS0j0lZLsKybVd5TBNbuI1xX87ncbGTBgQMNX/6RI9hbXEKVriNVfLkZ7R9by5z/v4ujRoxw5coTT6qCcGCo9cVR4YinzxHPY04fE5BQevflsYmPrs8743yXHZYzQtYyIPMqqVat47rnnGD58ONmR0eTWpOJTTf9YO/aci4qK2LVrFxPZhre8gGRfMbUqkipPDDUqioiYePx+P/369SMpKYkX85LIK4caTxS1RELgtmADkiK448oxFBYWcuTIEdLX5nNC+ceUeRLYH5nJ/oh+1HiiyUyJxefzcfDgQSoqKjgxtpzDpTXowHE0Co0iPTGG/fv34/F4UEoxOMHHgZJqqlU0jf8RrDO//wckeigvPESSr5gkXwlJ/hLi/BWgPCxatJXRo0czatQoMpNjyCuuCvn3jds9GzK6zbMho9u8UHHsJQHhmMzQ1ccUTzpZtmwZffr04dsXnWNkvsZeZFQMhRFp7IoewvrY8Xyaejpzr7yRhQsXMmjQIPLy8njxxRcZt/8N5pe+w6zyDxlduYHM2v3EqRpmjjmBU089lauuuoq7776bc66+mZzU2eTETSI3Jpvd0UMojcvkugVTGxarrWWMjIrhOxfN59prr+W3v/0t48aNY1LcEeaUvc/JFasZVbmB4VW5jKzdylzPBn72s59x1113sWzZMk45MZ28uBNZmnA6SxPPYEX8KWxJnsrCSy9lwYIFzJ49m4kTJ3LNeTPxxyRTq6IaFquxkV5uPHs0mZmZjBo1ilmzZnHpwoV8kjqf7VEnkOIr5LSypZxSsYKZ5f/lpz/9KY8++iivvfYak9nGqJotjKrcyOjKDYypXM+EqnVMrF7LY489xsMPP8yf//xnJpauYFrFCuaU/odRlRsYXL2TNE8lN807ieYc99poTaqnmm+dpHnjjTd4+OGH+fnPf874Q+8yvGYbMbqKgojerI0dz3/TzmH+t29kwYIFlJeX8+STTzK54G0mVK+nb20+Ebq2079vbpo7jESvr13P1PdnRz0bMrrNsyGj27xQceyHrkA+kW6yJ53Ue0uWLKGgoIBLLrmkx/N1VSd1dXW8+tke/vjBrm5/Li+u2MaTb35CeVkpadFwypAUZk84iSFDhtCrV6+G4QnhfK2zkiK5YlQUZ44dRGZmJtHR0SEd7w9vbSCpYj8J1QVkUkBCTBTZ2dlkZ2czfPhwIiMjOXDgAK8t28AHn23BU3GEZH8p8bHRnDhk0Jc/8e7fn169evH6uv3tnrugoIBn317Gqpx1xFUVUBWdwoSxY/ja3OlkZWU1GT7R2nMpLCxsuCXb559/TlV1DSWeRPapPpA6kB+dO7nJB/rC9XtBPpHuHk86Mc/ryF0Cgv3QlaMXrMeQKRjmIZ3U88knn7Bt2za+9a1v9XQU6cRAjnWitWb//v1s3ryZzZs3s3PnTrTWpKam0r9//4aF6YABA7qsw5qaGrZu3cqmTZvYuHEjdXV1jBo1ilGjRjF8+PCGn4LX1NSwbdu2hkVqSUkJI0aMIDs7m5EjR5KQkMC2bdtYv349GzZsAGDMmDGMHTuWYcOG4fU2/YnM/v37WbduHX369CEjI4PMzMyg7zv8xRdfUFpaSnZ2dpOf0ncl8j4xD+nEPMIx6UoWrEKPIJ3Uk5OTw2effcZ3v/vdno4inRhIa53U1NTg9/ub3J83nGitOXToEJs2bWLTpk3s2LGDQYMGERERwfbt2+nfvz8jR44kOzubgQMHtrrA1FqTn5/fsHg9ePAgo0aNYsyYMYwaNYo1a9bw2muvMWnSJIqLi9m7dy/Dhg3j8ssvP260cFlZGcuXL2fo0KEMHjwYr9fLmjVrWLx4MUophg0bxujRoxkzZgzp6eld9lrI+8Q8pBPzkNGsguAwoqOjqao6/kMugtAWUVFR3Xo+pRQZGRlkZGRwxhlnUF1dzeeff47P5+Oqq64iLi6u/YMEjpOVlUVWVhZnn302xcXFbNiwgdWrV/Pss8/Sq1cvbrjhBvr16wfUfyjx3nvv5d1332X+/PkNx/H5fDz22GNERkbyySefkJaWxnXXXceECRP49re/zbPPPsuwYcM4cOAA7733HrGxsYwZM4YxY8YwdOjQ436qGwpffPEFWmsGDhwYtp/mCoLwJY5esMr1kuZ60km9Fx8fT0FBAX6/P6hrDMOZTzoxzzP12rzo6Gh2+HrVe89/EPLxkpOTmTlzJjNnzuSfq3dx73+28fh9OU28H/7wh9x9990MHz6cwYMH88/Vu3jhxRfxV5aSn3kalwwpplfEl3/pO/nkk/F4PDz99+fYmDSV7XomJ1BF/NEqPn/pJY4ePUp2dnbDnRHe/byww50kUkF28SoGZPYlLy+PlJQUBg4cyJAhQxg5ciSf5NVyz7tfGP/7yymeqe8TN3sy6aoZMunKXk86qfe01vzxj38kIuMEHs6Nlk7EC7oTUzJ2h5eTk8Nzzz1HYt9B7Nq5k0JPMhtjx1CrophS+Smnz5zGD782v8nx7vnHewwvW0tO7CQKI9Iajjd7SDwbNmxgw4YNbPn8Cwp0Ioe8vSn2JlPkTSEyKqbNfP1i6jip4L/siBvFjZfOY8HYvuzfv589e/awfft2ctZvpKiyjsPe3hRE9KEgoneLx3z0lSV88v6b1BFBiTeJ/RF9KYvL7PHX2kZP3ifmeTLpqgOEYzKD6dMj3ObZkLE9TynF17/+dTYu/wBfdYVx+Trq2ZDRKZ4NGbvKmzhxInfeeSefHYlgTcx41sRNqr/dGFCqYsn58G3ee+89qqurG463T/VhbewEJlZ+RnrtwYbjpaSkcOqpp3LNNdewJuMctkcOIVLXcEL1Nk4vXcLkwvd55h8vsG3bNmpra7/MV1NHWt0RRlVupNCbyl5POove+Ryv10v//v055ZRTuPzyy1mVNo9VsZMp8yTSv3Yvp5cuYXzRRzz9/Mts27aNo0eP8thjj7Hig7fZEDOGDbFjKPKmkF21mRNK1vCHtzZZ0Yktng0Z3eaFimMvCZBpGc73bMgYjJeVlcXeiCyGV+eyIXaccfk64tmQ0SmeDRm70ouLi2O9fwC62f+1tsSMYp9vIFN37+b2229n3rx55BdWgFIciehNTuwkxlauY0jNDrbXDUNr3fABrrySWnRkBociM+oPpjVJ/hIyqg/ywgsvcPDgQfr06UOfQzDEX4YHHwUpw9hI31Zz5xdXob2JlHsT2cUQPNpHqq+Q3lUFvPjii+Tn53PmmWfyYWwGPlV/LW2xN4X8yEyyqzYxNP9dXn21gkGDBjFkyBCjO7HBsyGj27xQcexPWFubrNDSZIZg9+/qY4rXOc+GjMF6Vb1H0KfusLH53NiJ6Z4NGbvLS+qVzne+8x2uu+46lixZwglxX17TWhiRxkcJp7E3cgBjazZzzz338J///IecnBxOiK3Eq+u+PJBSlHiTqeg7jp/97Gfcc889fOtb36IuKZPcmBF8FH8a+yMz8QcWmsF04ldejkT0pqzvBG677Tbuu+8+zjvvPPqmJjTx6lQk62PHs7/35IYPk911113MKV/CxIrPGFq9nQRfadheQ6d6NmR0mxcqjl2whmMyg+nTI9zm2ZAxWO/q6QPweSKNzefGTkz3bMjY3V5WVhZTp05lbkZFE08rD4Xxg1hwxY+YM2cORUVFrF69mvFV65hc9Vmrx4uMjGTgwIF856L5lMf2bZh41lq+YDIeu+VXa941583kK1/5Ctdeey2///3vOeOiKzkSk0mMrmJqxUrGVawh1VPV46+1LZ4NGd3mhYpjLwk4doHvsU+rZbXyqbbGXnuffgvWFa99Tzpp6k0fnMimXslkxcRKJ+I1eG11YkpG07zJkyfz8cd/5DcXzmxl2toAJk6cyNGjR/n4449ZsWYje6ODf991ZydKKRbOHkNcchqL3vmcLwpLGePZy6zKT6jMraE6+8KGSWomdxJuT94n5nntdRIKjr1LQGPkpsLmIZ00ZePGjSxdupQf/ehHPZZBOjEP6SQ0nnzySfr27cvZZ5/dsM3n87Fjx46GyV3FxcVkZ2czffp0RowYEfSxTeikrKyMF198kaKiIq655pom438Bli9fTm5uLnPmzGHgwIE9lLL7MKEToSkyOEAQHIjP52P9+vXyB64gdBHnnHMO//d//8eGDRuIiYnB6/Wyc+dOevXqxejRo1m4cCGDBw8OeuSraSQkJHDFFVfwzDPP8PDDD3PNNdc0DJPYsWMHr7zyCjNmzODvf/87t912Ww+nFYSuod0Fq1LqCeBc4JDWenRg23jgL0AMUAdco7Ve1cr+XuBTIE9rfW5gWybwDFAKfFNrXaaUugP4H2Cw1vpQwCvTWie0dFxBcAJFRUU88cQTREZGcuWVV/Z0HEFwBBkZGfziF7+guLiYyspKamtr+eY3v0lKSkpPR+syPB4Pl112GU8//TQPP/ww3/ve91i3bh2vvfYa3/zmN8nNzW34S/CRI0dYvnw58+fPJzIysp0jC4KZtHtJgFJqFlAGPN1owfou8Eet9VtKqXOA/9Faz25l/58CJwNJjRas/wv8DRgKZGmt/xJYsF4FPKe1viXgtblgbe+SAJngY64nnWSRm5vLX//6V2bNmsX8+fNl0pV4x3kywcc8z7RO/H4/Tz/9NDk5OSSl92d13QAKS6sYXZvLjHkLiCvdS05ODqmpqQwfPpyLLrqox19Dp3ciXscmXQV7SUBQ17AqpQYDbzRasL4DPKG1fl4pdSmwQGu9sIX9+gN/Be4CftpowboIeIL6BetArfXDgQUrwJXARK310c4sWGWCj9meqzuJ8HD14CKObF/PlVdeyfDhw43I5+pODPVkgo95nomd+P1+Xlj2OXe+u5vKWh/TypeT4iuk2hPL6Aknc9WF9T9ZvfvuuxkydT5/WF1hxWttcydu90yadPUTYJFSai9wD9DaRTJ/ov6f+f3Ntj8IPAL8gPpLA45RRv1C9voQczUQjskMPTUVQjzndJLsK2JC0Ues25TLrbfeyvDhw43K11nPhoxO8WzI6Davp87t8Xh4YNn+Bm9zTDYfJszmg/jZvHw4ndTU1IbrXle+96ojpuqZ3ol4rXuhEuqHrn4I3KC1/qdS6hLgceDMxoJS6th1r58ppWY3fkxrvRuY1cqx7wfWKqX+0F4IrTWlpaUtPuarriAjcK/aXtG6yfbG+zT2mu/f/NjBuuK177mtk2h/JQNr9pCmjrIz5QQOR2Tg8Xga3J7OB+7rxAavrU5Myeg2z45OkogFkpp5/fr1oyRxCKf6PmdjzOgm95U18bUO1rOjE3d57XUSCqEuWK/gy5+CvggsbsGZAXw1cI1rDJCklHpGa31ZWwfWWhcppZ4FrmkvhFKq1U9We6PjyGs0DuxgZf0bMysltsk+zb1jNPc64ooXnOf0Turq6kjzHSW+cBvJ/mL2Rg5gRfRk6uoiyUro+XwteU7vxEavtU5Myug2z+ZO9iWOZGD+EvpVruXzmBFUeuIAGJjo4ZVXXsHv9/P1r3+9c+fVmnER+Tz00EMMHjyY+fPnSycu9NrqJBRCvSQgHzgt8OszgK3NBa31bVrr/lrrwcA3gCXtLVYbcS/wfTpx261wTGbo6mOK58xOjhw5wmuvvcYvfvELJkTmcyh2IEsS5vB5zEjqVGSP5wunZ0NGp3g2ZHSbZ0PGm88ayYak6ZR7EphR/jGjKzcw2J/PpMIPiIuLIyYmhv/93//l+5OSQjpvpL+GUypXMCrqCOeeey6HDx9m1apV0ol4LfLAAw+0+lhzgrmt1XPAbKC3UmofcDvwXeA+pVQEUAV8L+BmAou11ucEnaAFtNYFSqlXgBtCPUawExeCneDQEVc8F05VSo7hypFe8j55lf99dhdTp07lJz/5CX379g3q05UmPA/HdeIAr61OTMnoNs85ncTz0dHBjPHsYUzMQa765ncZNmwYADk5OfzjH//gh+Nm8PyeBPKLq4I6b+HRI0yr+pSRo8dw43cW4vF4+OKLL/D5fNKJy7z2OjnG/PnzW32sOTLpSugRnNBJaWkpW7ZsYfPmzeTm5pKamsqsWbOYNGlSw028bcIJnTgN6cQ83NLJoUOHWLx4Menp6Xzzm98kNraFixgDaK1ZuXIlL7/8MmeffTann356w2N//vOfmTlzJuPGjQtbVrd0YhPFxcWUlZWxdetWDh8+TGRkJBEREURFRREZGdnwFRsby7hx42TSlSB0NcXFxXzwwQds2bKFgoIChg0bRnZ2Nueeey69e/fu6XiCIAhdQnp6OjfffDMvvfQSv/71rxk0aBC9e/emT58+9O7dm969e9OrVy8qKyt59tlnOXz4MNdddx0DBgxoOIbWmj179jTZJjiXoqIicnJy2Lp1K3l5eSilOPHEE+nXrx91dXXU1tZSVlZGbW1tw9fhw4eDPr4sWAWhA7z11luUlpZy8cUXM3ToULxeb/s7CYIgWEhkZCSXXnops2fP5sCBAxQUFJCfn8+6des4cuQIhYWFeL1eZs2axVVXXXXcFK3i4mK01qSmpvbQMxC6g6KiIt555x1Wr17NuHHjmDhxIueeey5ZWa1fCnAMrTW33HJLUOdx9IJVJviY69naya5duzj//PMZNmxYj7+G0onzvfY6MSGj2zx3d5LNpXO/9Hw+H1VVVbz3RRGz//Df4463Z88eBg4ciArcPks6cZZ3+tAE3nnnHVatWsX06dP51a9+xZLtpfzknc/xVa/BG/15u9ewqka3VmsPx17DKhN8zPZs7eStt97i8OHDJI2Z0+OvYVd7tnbiZE8m+JjnSSfBexF5a/D5fJx33nnSiYO8CF3LyNptDNX7OXXGdObOnUtycrKxk66MJxyTGXpqKoR45nQya9Ys1q9fzx//vdbo18ZNnbjVsyGj2zwbMnand+wnrD2ZryfP7VQv3l9OVtVOtiWM5eKLLyY5OblFL1LXUFlT12InoeDYBWt+Cze5bWl7sF44jile57yeOHd8fDxTp04ltmBLt57XFs+GjE7xbMjoNs+GjN3p7d27t2HBKp04xyv2prA6bgr9jq5h7dq1Ddv3F5aTWneE4VW5TKz4lDml/2Fs1XryC5uOAg4Vxy5YM1NavgVH8+3BeuE4pnid83rq3HPmzGFg3T7ifWXdel4bPBsyOsWzIaPbPBsydpc3MDEw7S8trUfzdde5e9cdZnrtWh555BEeeeQR/vKXv3BKbQ6jK9czsGY3KXWFeLSvy8/bU96RiN7syjiV559/nldeeYXFixdzZtl/yK7ajEaxLWoY/0mcS5y/gsk6l664/NSxC9ZwTGboqakQ4pnVSVpaGqOnn86E6nUo7e/W52y6Z0NGp3g2ZHSbZ0PG7vIuGx3PgAEDGj5U4/RO+ugi+kWUM2nSJKZMmcK0adM4beYMqqJSSPYVMapqI3NL3+W08o84KyqXzZs3NyziTOsuWO9HC6Zxww03UFlZyahRo5iz8IfkpM7mi5jhlEQkU6ci2Zg0laGxVTz66KN8+OGHbNu2jYKCAjZs2MBbb73F4sWLCRbHfugK5NPPJnu2d+L3+/nV3X9gU1k8a/Ugo19rt3TiRE8+/WyeJ50E58UXbKa4uJiLL7447Oc1oZMbzhjCwdVvorXmO9/5DjExMcd5WcnRfO/kVAZHl/Phhx/i9XqZN28eEyZM4F/rDxjTXVd3Mm94KqtWrSIvL4+8vDyKioro27cv/fv3p3///kydOjWoD105esF6DJmCYR5O6OTo0aPcfffd/PznPyclJaWn43QaJ3TiNKQT85BOguO1114jKiqKs88+O+znMqUTn8/Hc889x759+7jmmmtISkpq1fX7/WzatIl33nmHkpIS5s6dy4wZM/B4nPEP3x3pxPV3CRCEcJOWlsaMGTP497//3dNRBEEQjKK6urrhp4xuwev18s1vfpPRo0dzzz33cPDgwVZdj8fDmDFjuOmmm/jWt77Ff//7Xz744INuTGsfsmAVhE4wb9481q1bx4EDB3o6iiAIgjFUVVW5bsEK9TfCP/fcc5k3bx5//OMf2blzZ5PHjxw5wubN9ZdLHOPEE0/ku9/9Lm+//Tb5+fndHdkaZNIVwV+b0RFXPPdcLxld25+fLlrMJZd928jX2o2dOMUz4do88Zp60klwXlVVFdHR0d1yXhM7mTlzJsnJyfzpgT/zeeJ4Pq9OJTMllgWJuzmwdR19+/bl1ltvbfCX7ashN3oE//O7+9mVdSY3nTXS+I4720lHcew1rMFOXAh20kNHXPHcNVXJo32cVraUzYknc9vXTzPutQ7Wc1InTvFkgo95nnQSnHdRzAYWXvAVsrOzw35ekzu5+/mPGFW6iq3RJ7E3aiCpnmpOrfgv/rparr32WkaOHMmLK7fzz2f/Sp1WpNcdZlN0NocSTjS+48500hjXX8Pa1ZMewnFM8ZzRiV952Rp9EkPLN/Lg68vx+XydOp7Nng0ZneLZkNFtng0Zu8vbe7i4ySUBbu3kIEmsiJvO0OrtnFi9lUJ/NPujB9C3b1+efPJJnn32WZ564yOifRWk+IpYEzue/KgsKzruTCeh4NhLAmRahvM9kzLui+xPgr+UfodXc9NNyxg8eDBDhw7Fd/gQsd4kKlUsBO5H2BP5usuzIaNTPBsyus2zIWN3ebqupsmC1c2dVHjjWR5/CjPKl1HkTWG9ZzCDij7hRz/6Edu3byd6xTKKPcnUqkgORWTgUxHdmq+7vVBx7E9YbZ2WIZ6lnShFbkw2O/rP57e//S2nn346WmtO1HlML/+EuaXvMqV8JdH+qp7J102eDRmd4tmQ0W2eDRm7y4tSvibXsLq9kxpPNBtixzCmcgPpKfEMHjyYoqIi5syZw8HMmayNm8im2DENi9XuztedXqg4dsHa1ZMewnFM8ZzZSXx8PGPHjuWrX/0qF19+NcvT5vNhwmwqPLGcUL2tx/OF07Mho1M8GzK6zbMhY3d5mZmZ7Nixo8fz9eS5m3sFEX0ojOrD2Ql7iIyMpLKy0qh83eWFimMvCTh2ge+xT6tltfKptsZee59+C9YVr33PjZ1sPTqc0yo+5PJ5C4zM58ZOTPfa6sSUjG7zpJPgvH41qaxevZrJkyeH/bw2dXLZ6Zew9l9PcKSykm9961vG5euuTkLBsXcJaIwpUzCEL3FrJ6+++ioVFRUsXLiwp6Mch1s7MRnpxDykk+DYs2cPTzzxBHfccUfYz2VbJ1u3bmXv3r2cccYZPR0lbMikK0GwnDPPPJOcnBxKSkp6OoogCELYWLduHWPHju3pGEYybNgwRy9Ww4UsWAWhG0lISCA7O5u1a9f2dBRBEISwsWnTJoYMGdLTMQQH4dhrWEEm+JjsubmTb500iDVr1jBr1iyj8rm5E1M9Eyf4uN2TToLzzjzzTJ5//nmSk5MZOnQoxcXFPPKP19m8JZcPY06RThzuyaSrZsikK3s9N3cSHwFzyv7DXb/5dcM1Pibkc3MnpnomT/BxqyedBO8N4hAvvvgiCQkJHDhcwNG6aGqIYFX8NOnE4Z5MuuoA4ZjM0NXHFM+dnZTXweGIPk0uCzApnxs7sdGzIaPbPBsydqc3YcIEfvOb33DBBRewrveZHPSmU+JN6tZ83f2cxQvfpCvHLlidOC1DPOd0slOnk5OTY2w+N3Zim2dDRrd5NmTsbs/r9TJy5Ej2lGoORmbQt/YAHu1rdX/pxPleqDh2wRqOyQymT49wm2dDxta8iF4D2b17N6WlpUbmc2Mntnk2ZHSbZ0PGnvRKvMkUeVPIrtrUbecNxzHF65wXKo5dsIZjMkNXH1M893Zy09mjyM7OZt26dUbmc2Mntnk2ZHSbZ0PGnvY2xI4lzXeU/jV7pROXeqHi2LsEBDtxIdgJDh1xxZOpSsF4OXoiH3/8MTNnzjQin3RinmfTBB+3eNJJcN4ZJyRy8OBBlFL06dOniZfjn8QplSs49StTpROHejLpqhky6cpepBOoqanh1ltv5c477zTitZBOzEM6MQ/ppH1KS0u5/fbbSU5Opry8nDPOOIOzzjoLgMrKSl588UW2bdvGNddcQ9++fbvkfNKJWcikK0FwEFFRUUyfPp2//OUvDdeyCoIg2M6aNWsYPXo0t99+O7feeitLliwhPz8fgOeeew6/38/PfvazLlmsCu6h3QWrUuoJpdQhpdTGRtvGK6VWKKXWKqU+VUpNaWG/AUqpD5RSW5RSm5RS1zd6LFMptUQp9ZpSKiGw7Q6lVIVSKr2RV9b5pygI5nLxxRczYsQIfv/737N///6ejiMIgtBpdu3aRZ8+fQBIS0tjwYIF/O1vf+OLL75g+/btzJ8/n5iYmB5OKdhGMNewPgU8CDzdaNvvgTu11m8ppc4JfD+72X51wI1a6xylVCLwmVLqPa31ZuDHwHXAUOAy4C+BfQqAG4FbQns6TZEJPuZ60km9p5RiwYIF9OnTh9//4Y98lnoGe0t90ol4QXViQka3edJJ+9610ybw3zf/xujRoxkyZAgzZ85k165dPPWPf7KjOpEZf/qUfqnx0omDvR6bdKWUGgy8obUeHfj+HeAJrfXzSqlLgQVa64XtHOM14EGt9XtKqUXAE9QvWAdqrR9WSt0RUK8EJmqtjyqlyrTWCa0dUyZd2etJJ8d7T/ztWfy+OjbGju2RfNKJeZ5M8DHPc3snv7tgNFP7eli7di1r166lrBY+rOhPHmmgVIN3w8Qo9ny2hJ/97GfExcVJJy7zTJp09RNgkVJqL3APcFtbcmDBOwFYGdj0IPAI8APgmUZqGfUL2evpJOGYzNDVxxRPOmnsbY4cRlZtHlH+aiPzubETkz0bMrrNsyFjqJ5H++hTvoN/PfUADz30EBUVFXzta19jXV0WQ8s3Mr3iEzJq9xPtr6Kqppb3lq8lIiICn8/Xo8+jJ88tXtdOugr1tlY/BG7QWv9TKXUJ8DhwZkti4BrVfwI/0VqXAGitdwOzWjn2/cBapdQf2guhtW71wyq+6goyAveq7RWtm2xvvE9jr/n+zY8drCte+550crw3PLIQEtNJjY0Epbs9n3RintdWJ6ZkdJvntk68uo7M2nyyavMojUpgX/xY/nTzAlTgp6lHInpR0PtUetcVMKY2nwS9HY/fT7EnhWuuuQao/8S4dOIur71OQiHUBesVfPlT0BeBxS1JSqlI6herf9davxzMgbXWRUqpZ4Fr2nOVUq3eNsEbHUdeo3FgByvr31xZKbFN9mnuHaO51xFXvOA86eRLLzIyirTDuayJHs6hKk+rnnTiPq+1TkzK6DbPyZ0cPXqUL774goHluURVFBDnL+dgZF/ejxpDGYlkxceSlJR03PEOks4mlQ5oIqklPSWJ9PT0oM/bWc/JndjqtdVJKIR6SUA+cFrg12cAW5sLqv6vX48DW7TW93bw+PcC36cTgw3CMZmhq48pnnQCUF5ezsya1ZRFpnAoIr1Vz/Tn0dPndptnQ0a3eTZkbNGL8HD12BgeeeQR7r77bjZu3MiM0SewNWEc7yXOY13seMq8icEdTykiomO5+awRRjzfnjy3eN086Uop9Rz1dwDorZTaB9wOfBe4TykVAVQB3wu4mcBirfU5wAzgcmCDUmpt4HA/01q/2d45tdYFSqlXgBs6/IwCBDtxIdgJDh1xxZOpSsF6ZWVl3HfffZw8ZgRThkzl0LtfSCfiNXhtdWJKRrd5TutkcIKPKTWfsXe1Zvbs2VxxxRUNt5waFMQnw014Hk7rxAlee52Egky6EnoE6aR+4ssf//hHsrOzOe+88xquCesppBPzkE7Mw0md7N+/nwceeIC5c+dy2mmn4fHYOUvISZ04hXBMugr5n9wFQegc69atIzk52YjFqiAI7mLv3r38+c9/5oILLmDq1Kk9HccofD4fSilrF/BORRasgtBDbN68mfHjx8tiVRCEbmXXrl08/PDDfOMb32DChAk9HafHKC8v5+DBg8d9FRQU4PF4yMjIICsri9GjRzN69GiioqJ6OrKrcfSCVSb4mOu5vZOvjuvHli1bOP/8843J5/ZOTPTa68SEjG7zbO+ksrKS+x96hC0xo3nh+Xwy3yk0Kl8oXlud+Hw+jhw5wqufbOLNVbn4yotI9VSQqirx4ic9PZ2+ffuSkZHB5MmT2VSoeHdlAQeKKxhSU8MCbxQff/wxzzzzDCNHjmTixImMGjWKt7ccseK1MbGTUHHsNawywcdsz+2d3HpqL/asfJtf/vKXxuRzeycmejLBxzzP9k7uuu8RVu8qYm30aCPzdbaT35x7Eskl29mxY0fDT0sjYxPYVxVFiYqj3JNAmSceX3Qyd1x0MhdM7B/Uuc8clsy6detYs2YNn2/dxgGVRr4ngypPDH48RERG8ZN5Izl7XH+ioqKIiori3xsP8bNXNlrxGoazk56edGU84ZjM0FNTIcRzXievfrCKkSNHGpvPjZ3Y5tmQ0W2e6Rk3btzIjm1b2RA1ok3P9OfRoqc1fcq3887fHmDv3r1MnjyZq6++mnvuuYcVqWeyMnYyW2JGsSdqEEcjelPsi+Sed78I+twJCQnMmDGDH/3oR6xLP4v9nnTS6w5yQvU2RlRvYXjpGpa88gz33HMPd955JzfffDPvLv4ds468wZml73JK2ccMrt6Jr7rC3Newm7xQcewlAfkt3OS2pe3BeuE4pnid82zI2JoXXZZPdvbpxuZzYye2eTZkdJtncsby8nKeffZZ1kaPwaeO/19/T+frjOfRPsZXrifeX86K2Kk8dtU3wnruvaU+dNQA9kUNaLJdATt/95WG74fc8gYKP17tI8lfQlbtPoaVfcGWumzqb2Efnnyme6Hi2J+wZqa0MEeshe3BeuE4pnid82zI2JIXoWtJ9pdy4oknGpmvM54NGZ3i2ZDRbZ7JGV944QXGjx9PTO8BbXo9lS9UL9FXwsTKz6hTESyPP4WkXunt7tttGVPj8CsvtZ4ojkT0Zn3seD6Jn8HIms/ZunVrz+frwfdJKDh2wRqOyQxdfUzx3NlJH1VGr/S+TT5xalI+N3Zio2dDRrd5pmZcs2YNu3fv5vzzzzcyXyje9bP6M656I1MqVrInciAbY8cSHRVlVCc/mT2IFE81EboWAp8X8sckc/IZ5/Loo49SXFzco/l68n0SCo69JCDYiQvBTnDoiCueTFVqy7t6TCrFXxw2Lp+bOzHVkwk+5nm2dTLnxCTuuusBvvvd7xIVFWVcvo56VVVVLFu2jE/feYfpJ47kzaJx1NTVkZVgTicFBQW8/PLL5ObmcoY3ivKKCpT24fdEkhgfx7bltYwcOZLIyEijX+vOeDLpqhky6cpe3NzJtm3beO2117jxxht7OkoT3NyJqUgn5mFTJ1prHnvsMfr06cMFF1zQ03FCxufzsWXLFlatWsWmTZsYPnw4CxYsoF+/foA5nfj9fj788EPefPNN5s6dy6mnnkpsbP0/h/t8PiorK6moqCAyMpLU1NQeThteZNKVIDgAr9eLz+drXxQEQegEn376KQcPHuTb3/52T0dplbKyMpYsWUJNTQ21tbVorYmJiaG8vJyysjLKyso4fPgw6enpTJkyhUsuuYSEhIQeyVpTU8OePXvYsWMHRUVFnHvuucTFxQFw8OBBnnnmGQBuuukmMjIymuzr9XpJSEjosexOQBasQaK1pq6uruGrtra21e+jo6MZOHCgTMUQWsTj8ciCVRCEsFJUVMRLL73Etdde2/BPzybi8/l4//33mTVrFpmZmQBUV1eTkZHRsMDr1asXKSkpPZJPa8327dv5+OOPWb9+PRkZGQwdOpSqqir+9Kc/ce2111JcXMyDDz7I2WefzWmnnSYjXcOEoxesnZ3gU1ZWxvvvv89HH31EZWUlXq8XPF6qfVCnPSivl7SEWNISY4mIiGj4qqioIP/AIXKTT+aLqqQ2r/fr6WkUPeW5earS909Oxu/3G5fPzZ2Y6tk+VcmJni2dTPVtZNKwsQwcONDIfI292bNnU1FRwWmnndbg3fnO5+QXFQW8GM6fkNLq8bq6k3ve3kz5kYMMiiphGPtJjIlk5syZXHzxxQ0/IX0lZx+fbnmVW277GSgPE+acz+mnn97i8Ux6rbvLk0lXzQjnpKv/mZ7M5g9eZsKECcybN4+0tDReX7c/6GkP//f8B2SXfsqW6JHkR/U3dhpFT3lunqqUQQmzPFtY9LtfG5XPzZ2Y6tk+VcmJni2dnFL2MdsTxnLb12cZ9xo29+YNT+WOO+7ghhtuYOUBf7d3UlRUxM6dO3l3xXrWb/mC+LoSyj3xFHpTORrbn1suOS3oiVimv9amvE8aI5OuOjmZYcl/3uHCCy9k4cKF9O7dG4/H06Fj7ieVlXHTGFmdS5Kv2KgpE07xbMjY3Iv1VzCi9DO+UFlteqY/j9Y8GzI6xbMho9s8kzLG6CqK/FHGvDZteXFxccybN4/XXnst7J0o7SfZV0R6+Tae//vT/OIXv+Cuu+5i+fLlrNhTxpaok3g/8UyWJZzK5tjRHCClQxOxxJNJVx2mM5MZEn0lRFYXM3ny5E4ds8ybSKkngWh/NXjNmTLhFM+GjI2/j/JXM7V8BTujh7DH17/N/XoiX1d4NmR0imdDRrd5pmRU2k+UrqFGRRnz2rTnnXbaaSxdupTKqniISOuy85aWllJ3eCfDfUWk+grrf4DkiaPQm8peUvnTdVeRnp6OUopFt/4b3cKqqKdfG6d5oeLYn7B2ZjJDVm0eJQmDiIiIaNdt65jptQeJ95dT7E0O+tziOWOqTEvfx+gq/MrD7qghRubrCs+GjE7xbMjoNs+UjNG6mmoVjVYeY16b9rzIyEgWLFjApOo1TKj4jOFVWxhQs5tedQXE+isYkOhh7969rFu3jqVLlzJJb2V8xRoml69iQM0eEnyloDWZKbHU1tayfPlyfve733HHHXcwTO/Dpzxsiz6RJYlz+G/CLDbGjkGnn0RGRgZKKaNfG6d5oeLYBWtnJjOURGcwxHvkuA/GdOSYSd46xlStJyd2IjWeaKOmTDjFsyFjY6/Uk0i0v5okb52R+brCsyGjUzwbMrrNMyVjnL+CKk+MUa9NMN6UKVM4dcFCjsZkUaciSfEVc0L1NqZVrGB8wXs8/fTTLFu2jP3793PKiEyKYvqyJ2ogUf5qJlesZnb5Us6J2cqvfvUrVq9ezfnnn8+iRYu4+PLvkJcwkoKIPtSpSKOesxu9UHHsJQHBTlxoaYLDTfNOZ9v7B1izZg2TJk1q023tmJs/fos1tQMp8aR2enqQEz23TlWqjOnNtZMSjMzn1k5M9mybquQGz/RO7nlrE4PzN1OaPLTFD7v0dL62PKUU35p3Mkl9+rHonc/Z0c6fNUMDn0jfUV2BN2ksP5icSqYqZPjFX6F///4dOrd4MukqrIRz0lVubi6PP/44p59+OmeccQYxMTFB77tv3z4eeOABbr/99oabCgtNMWUySXfz/vvvk5+fz+WXX97TUY7DrZ2YjHRiHiZ3orXmySefxOPxcMUVVzT8U7fTMbkTtxKOSVeOvSSgs4wYMYJbbrmFgwcPcscdd/DBBx9QW1vb7n51dXU8//zzfOUrX5HFqnAckydPZu3atVRWds1F6IIgCMdYsmQJBw8eZOHCha5ZrAruwbGXBHQFvXv35tvf/jb79u3j9ddf5/333+fcc89lypQpLU6y0Frz9NNPEx8fz8yZM3sgsWA6+/fvByAvL48TTzyxh9MIgmA7lZWV7N69mzVr1rB+/XpuuukmmbIoOBJZsAZB//79ueaaa9i2bRsvv/wyW7dubfGfdHNycjhw4AA333yzjGYTjuPtt9/mo48+4qqrrpLFqiAIIZOTk8O6devYvXs3xcXF9O/fnxNPPJGf//znMqtecCyOXrB29cjJE088kaGzv8ZbzzzMQ2sX4+kztIm7detWpk2bRmRkZI+PRTPdc9sY0Idf+y9Zh1eyPXMuU2pSGGXg83BbJzZ4towBdZPX052MjCxgRPUWLjpvAXPnzqVfv371Y8MbvFXGv4ZO60S84z0ZzdqMcI5mbWu8W1TVEU6uWM3hiD7URcRzxsh0MqJ9rF+/nuuvv55PD6seH4tmuue2MaDTjr7HhtgxFET0MTKfGzuxwbNlDKibvJ7uZEr5Cg7FDuQnl55j3GvTU15PdyLe8Z6MZu0A4Rgldswt9qbwcfypFHpTqfVpPtl2hEGDBnHrrbfSv3//Lj+3eOaPQWzLq6qpJUZXUuDtbWQ+N3biBM+GjG7zuuPchyPSSaw+bMxzNt2zIaPbvFBx7CUB4Rgl1nhbtSeGvVGDAFDArFmzwnZu8VrfbnrG/KJKPPjx4YVGn9o1KV9XejZkdIpnQ0a3ed1x7vzITE4t+4jNhWXdel5bPRsyus0LFcf+hDUco8RMH3fmNs+GjJkpsXi1D5/ytuv1VL6u9GzI6BTPhoxu87rj3NWeGEq9iZwUXdKt57XVsyGj27xQceyCNRyjxEwfd+Y2z4aMN88fTnRkJB7tZ2zlOpJ9RSR6fVw9JoZly5ZRVFTU4/nc2IkTPBsyus3rrnMXxPRnelJRt5/XRs+GjG7zQsWxlwQEOyIs2JFjHXHFkzGgzb1734wgsmArk6vWEFtTx9Et/clNTeWVV15hypQpXHjhhT3+PNzWiQ2e6WNA3eiZ0Mn3T5vDihcfpqqqqmEKowmvjZs7EU9Gs7ZJOEezCuHFrZ1ordFaN9ynt6SkhKeffpp+/fpx0UUX9Wg2t3ZiMtKJeZjQycqVK/nnP//JL3/5yx7PYgImdCI0xejRrEqpJ5RSh5RSGxttG6+UWqGUWquU+lQpNaXRY4sC204LfD9YKaWVUtc1ch5USl3ZVRkFoadRSjUZKpGUlMTUqVPZt29fD6YSBMEGtNa8/fbb/Otf/+KGG26QRZrgKrryGtangLOabfs9cKfWejzwq8D3KKVGBB6fBVzbyD8EXK+UkrlyguPx+/2sWbOG119/vcldJgRBEJrj8/n4xz/+QU5ODjfddBP9+vXr6UiC0K102TWsWuuPlFKDm28GkgK/TgbyA7/2Av7A46qRfxhYBlwBPNbZTDLBx1zPzZ18b2IiOn8Tmzdvpnfv3lxyySWMHj26x/O5uRNTPZngY57XE538fekG3n79n1TX+tnfbwbZO8s5f0KKca+NmzoRz/JJV4EF6xta69GB70cC71C/KPUAp2itdwceewA4BbhZa73k2L7AAuAtYBRwH/Cp1vqpls7XU5OubJgyYbrnuk5q6kjzHWVIzQ6S/SWMm3Iql31lFr169TIjn4Wd3HX+KKZkKOLi4khLSzPiNexqTyb4mOd1ZydVVVXc/9cX+WL9Z2yPGsquqCFo5TH2tXFDJ+IF59k46eqHwA1a6wHADcDjxx7QWl+ntZ6ktV7SeAet9U5gFbCwMycOx2SGrj6meC7o5O0tpFbsYUb5x4yu2sDhiHSWxs/mhfzkhsWqFc/DlE60Jr32IGOLPuadJxaxePFi7r77bp588kn+8NYGo18b615r8TrsddUxtdasXLmSO++8k5xt+fw3/lR2Rp+AVh7jnrPpng0Z3eaFSrhva3UFcH3g1y8Ci4Pc73fAS8BHbUlaa0pLS1t8zFddQUbgXrW9onWT7Y33aew137/5sYN1xWvfc0MneXl5TCxcSlVEDPtiR3I0Ig2Uoo8h+Zp7pncS46/khOptxEZUsjP2RPZFpHDPjXOoqqrib3/7G4kVHjJiewV9PBu85p2UlJRQWFhIQUEBQ4YMMSKj27y23iddce6YioPcf//9+Hw+Lr/8cq56cQcpQP0VdF37XJzihbsT8bq+k1AI94I1HzgNWAqcAWwNZietda5SajNwLvU/bW0RpVSrn5L0RseR12gc2MHK+ktls1Jim+zT3DtGc68jrnjBeU7vZO/evRwklVVqBNRR/2VQvpY8kzs5uXwjed5Evogeja7zkJVQ7yUmJqK1pi4ipiF/V563p7wofzVptaXEVJQR66+gj6ecX/96KVFRUaSmplJSUkKKZwS51SnGPxenea29TzpzzDhfOUNrdtDPd5CT51/M9OnT8Xg8eKMPGPGcTffC0Yl4nfPa6iQUuvK2Vs8By4HhSql9Sqmrge8Cf1BKraP+p6bf68Ah7wL6h5onHJMZemoqhHh2duLz+Zh8Qoax+cLhhfPcHvyk+gqZULmGcdWbmnjV1dVM9u7i5KocJlZ81vB1clUOcz0bePTRR3njjTcoKCgw+jX0+/1cM7UXY2o2M6vsQ/rV5pPgK0VHxDBr1mx++ctf8rvf/Y6bb76ZSy+9lFHVmzm5Kodof5Vxz8WNXkePmeap5ITqrcws+y/TKpaDN5J5l/2IGTNmNNz+zvTnbLpnQ0a3eaHi6MEB8ulncz03dPLmm29SV1eHf8AkI/M190zv5IF/raKi+Agja7cyZMhgfnnDDxse37VrF4WFhazaeZTX1uZxtLyGtPgozhufxZQhaWit2bZtG59++in9+vUjKnM4/9gewb6S2vbzvZ3L4cISMlLi+OlZo7hg4vF/jw7meVRVVfH028t5/bNdlJZXkBatOGVIEgOTI6msrKSgoIC8vDzi4+NJzBrGm0d7U12n2+ykpqaG+556gdyN6/g4Zjq901KM/f1ls6e15h//3cJT76+jTmt8UUn8+KyxXHjywOOO194xDxw4QE5ODjk5ORwpKiHPk8E2fx9ie2Vx81kjjHnONnlylwDzvI7cJSDYD105esF6DJmCYR5u6OSNN94A4Nxzz+3W8xYUFODxeEhLS+vQfjZ08vHHH/PBBx/wP//zP0RHR3d4/7q6OjZs2MCKFSvYtm0b48aNY/z48QwcOJDy8nIKCgo4cuRIw3+PfXk8Hvx+Pz6fj4SEBEaOHMlll12GUsdfgtCcqqoqli5dygcffEBmZiZJSUnExMQQGxtLTExMw1daWhr9+/cnLi6uYd9gO3njjTfYsGEDN9xwQ8Oozs7i8/koLy+nsrKSyspKoqKi6Nu3b5PBF07G7/eTm5vLihUryM3NxePxkJGRgd/vp6CggNLSUuLi4sjKymLgwIEMGjSIgQMH0qtXr+N+X+zfv79hkVpRUcGECROYOHEiQ4cOdc3rGU5s+LPLbYRj0lW4r2EVBNfi8/mIiureGRgrV67kpZdeAiAtLY0xY8aQmJiI3+9vWHAde6xv375kZGQQGRnZrRlDwe/3k5OTw+uvv86NN94Y0mIVICIiggkTJjBhwgRKSkpYvXo1S5cuZd++fSQkJNCrVy969+5N7969Oemkkxq+j42t/yRBTU0NpaWlPPzww+Tk5DB+/Hjee+893n33XcaPH89ZZ51Fenp6w/k2b97Ms88+y+DBg/nJT34Stpu9f+UrX6G4uJjHHnuMH/7wh0REdPyP9vLycnbs2MH27dvZsWMHe/fuJTIyktjYWGJjY6mqqqKkpIQJEyZwzjnnNLnLhZM4fPgwK1asYPny5SQlJTF9+nQuvPBCUlJSgC//R+z3+yktLWXfvn3s2bOHVatW8dJLL1FaWkpERAQej6ehB6/Xy8SJE1m4cCFDhgyRRaoghID8hFXoEdzQyVtvvUVhYSELFza9Q1tBQQF//etfiYiI4Ktf/SpDhgzp9Ll8Ph+vvvoq69at4wc/+AEZGRls376dTZs2UV1djcfjafgCOHLkCPv376egoIDU1FTS0tKIj48nMjKSmJgYBg4cyPTp0zudq7Nordm0aROvv/46Ho+Hr33ta5xwwgk9HYtt27bx6KOP4vV66d+/P+eddx7r169n6dKljBgxAo/Hw759+6iurubSSy8lOzs7pPN05H3i8/l49NFHiY6O5vLLLw/6LyJlZWW88MILbNy4kUGDBnHCCScwdOhQhgwZ0rBQb5xn6dKlfPTRR0yePJmLLroIr9fbypHNobS0lG3btjWMQI6IiMDr9RIREdGwuCwtLSU3N5f9+/czZcoUpk2bRv/+x1/+0V4ntbW1+Hw+fD5f/SVBfj/JycmySA0jbvj/iW2E4yesjl6w2nJtnhs9N3RSUlLCb37zGyacewV/Xn6I/KJKhkcXM7w0h69+5WxiYmL497//zcCBA/nqV7/KqoO64+dNjuHKbC8Fm5cTHx/P1VdfTXx8fNDPw+fz8Y+PNvL00k1E+KpRaOYOT6N453omT57M2Wef3SOdFBUVkZuby7Jly6ioqCB91Ck8/TnkF1cZ03FOTg79+vWjX79+Dd6hwhKyIw4yb0x/FpwyhszMzCY/7Qz3tXlZSZHMjcwlsraMq6++moyMjDbPPVAf5IUXXmDy5MksWLCAqKiooDKWlpay6MFH2XqklhXe0WSmdu69XFlZyVubDvGH/2zvsu6efvdT/v3eB0RXHiJW15DRfyBTxgzH4/FQV1fX8LXtYAnr9hRSVOvBm9SH73x1dovXpsr1kuZ60ol5nlzD2gyZdGWv55ZO7n38eVau38LKmJNBKSZU5FAelco137yA8ydkUVtby0cffcS/3nyb/LoESlQc1SqGKk80RMbxo/ljuXDaMGJiYlBKNZy3tqaKXnVHGFqznUh8zDh9Ht+74IyGa+c628kdZw0h9z//YNq0acyfPz+8ndTUEasrSfCVkqGPkh1biq6pYPjw4YwbN459nr787NVNxnbcU++TVo8Z4eGakbXsXfcxX/va15g8efJxXpS/mrE1mxgSV8MPv/Nthg4d2uGMP//nWiYWfcTn0SdxKLJvyM85Ly+PP9z3AAWVmjUx4yn1JnXqNdy7dy+Ln32JvXv3sjNyMAURvSn1JBEbFSFTlRzqSSfmeTZOuuoxwjGZwfTpEW7zbMj48qFeRPiq6F+7F4DDEb2Jryls8CIjI5kzZw6f9TqTfd6+1KhoYnQlGbUHGVSey5JX/sZtt93GT3/6U37729/y0t8e5+TCJZxR+j6DanaxK2oIH8WdytNfqCYf9Ojs87j/v3lcf/31LF++nPfee6/N4/l8Pl5++WXuu+8+HnroIf7x7N8ZVvIZk8tXMrPsI04r+4CTCz/g1b8+xL333ssDDzzAX/7yF1585glOLlzC/NK3mVa+nCE1O6nSEeREjeH//u//+M53vsPkyZO5572tRnds3O//Oj//2JvAj3/8Y/7973/z0EMP8bfn/0nv8h30qT1E/5q9nFr+EaXEsTxxVsNitaMZy+tgS8wIsqs2E+2vCum5bN68mfvuu4/Po0ewPXIoUypW0rvucEivTX5+Po899hgPPfQQa0viWBo/m53RJ1DqTQal5M8kl3o2ZHSbFyqO/dBVfgs3uW1pe7BeOI4pXuc8GzLmFVdTFDueqRUrOBLRm0MRGYys2sL6wrIm3r6SOnTU8dfLKWDH3edQWVnJkSNHuPhP71IZG0upJ7FhTGO4nkdKSgrXX389f/rTn4gq6Q3RQ1v0Xn/9dfLz85k7dy51dXU8t20Z2quojoimyhONn/p7qHq1j5+dO4Xa2lpqamp4amsO5bFxlHvi8asvr4NUlTS53s/0jk39/d+/f39uvfVW1q5dyytbV5DsL6av/wAKzadxkyn2pqCKazqVsSAinb1RAzilfBmHI9Iprklm06YMkpOTSU5OJr+wAlq4k0J+USUfffQRb775Jt///vc587FcdBRUeWIYW7mOpQmno5UnqNcm3ldKn/wc7r//XebOncsVV1zB8F+9h27hBg493Yl43e/ZkNFtXqg49iesmSktzBFrYXuwXjiOKV7nPBsyZqbEUuZNZEfUUMZWrqNGRVHqTWRYTFmb+zXerpQiLi6OAQMGENFnCCXe5CaL1XA+j9TUVK6//nqG+vYwomozHu07zlu3bh3nn38+2dnZjB07Fn/6cPZFDeBwZDql3mTKvQmUepOI753JSSedxKhRo5gwYQLePkMo9SY1WayG87k4zQvGjYmJYdq0aVRkjGVj7FhWx09lVfw0ir0pXZZxe/QwPo2bTKkngSxvCUuWLOGpp57i17/+NfNL3+b00iVMqljN0Ort9KorYFDNLmbUfMaSJUv46U9/ygknnEBmcgzJviJ61xXgV140qt3zxvvKGFe5hmkVKyChF3feeSdz5swhKirK6E7E617Phoxu80LFsQvWcExmMH16hNs8GzIe83ZGDUUBs8o/JN5fwekZNS16Jj6PtLQ05l/6PRKp5JTyZST6Shq8m+adxOHDh8nMzLTiuTjJMyljqTeJQwkn8o2Fl3Hdddfxi1/8gkWLFjH32zezNvkU8iL7E62rOKn6c9J0CTOmT+WWW25puAXY+b32M6kyBw9+PoudBEq1et5UTxVjK9cxrWI5ZZ4EVqbM4cqvndfkVmfSiXgmnFu8rp105dhLAo5d4Hvs02pZrXyqrbHX3qffgnXFa99zYyermcKQ+FoWTurH+dNHGJevrU4umT6MyOirePzld5lauALtjaZfem+K1u0nKiqqyT/hm/BcnOK11YkpGdvyLpo8CG9EBIve+Zzcon6tepNOzKSqrITPa0bgP3qEkVGFfGVkCumVu1m9Op+6ujrKy8spzstjVuV69sYN4SN/NumpSfxWOnG9J52Y57XXSSg49i4BjZF7tJmHdGIewXZSU1PDkSNHKCoqorCwEI/Hw7Rp07ohoftwy/ukoqKC3/72twwbNowtW7YwePDghuddU1NDREQE8fHxpKamMn369CbTwLobt3RiE9KJecikK0EQepyoqKiG+48KQlcQFxfHlVdeSU5ODr/85S9l8SEIwnHIglUQBEHocU466SROOumkno4hCIKhOHrB6qapSrZ50ol5nnRinicTfMzzpBPzPOnEPK8jk66CxbHXsLpxqpJNnnRiniedmOfJBB/zPOnEPE86Mc+TSVcdIByTGbr6mOJJJ07zbMjoFM+GjG7zbMjoNs+GjG7zQsWxC1aZluF8z4aMbvNsyOgUz4aMbvNsyOg2z4aMbvNCxbELVpmW4XzPhoxu82zI6BTPhoxu82zI6DbPhoxu80LFsQvWcExm6KmpEOJJJ7Z4NmR0imdDRrd5NmR0m2dDRrd5oeLYuwQEO3Eh2AkOHXHFk0lXNnrSiXmeTPAxz5NOzPOkE/M8mXTVDJl0ZS/SiXlIJ+YhnZiHdGIe0ol5hGPSlWMvCRAEQRAEQRCcgSxYBUEQBEEQBKNx7DWsIBN8TPakE/M86cQ8Tyb4mOdJJ+Z50ol5nky6aoZMurLXk07M86QT8zyZ4GOeJ52Y50kn5nky6aoDhGMyQ1cfUzzpxGmeDRmd4tmQ0W2eDRnd5tmQ0W1eqDh2wRqOyQymT49wm2dDRrd5NmR0imdDRrd5NmR0m2dDRrd5oeLYBWs4JjOYPj3CbZ4NGd3m2ZDRKZ4NGd3m2ZDRbZ4NGd3mhYpjF6zhmMzQ1ccUTzpxmmdDRqd4NmR0m2dDRrd5NmR0mxcqjr1LQLATF4Kd4NARVzyZqmSjJ52Y58kEH/M86cQ8Tzoxz5NJV82QSVf2Ip2Yh3RiHtKJeUgn5iGdmIdMuhIEQRAEQRBcR7sLVqXUE0qpQ0qpjY22Pa+UWhv42qWUWtvKvjcopTYppTYqpZ5TSsUEtmcqpZYopV5TSiUEtt2hlKpQSqU32r+s089QEARBEARBsJpgrmF9CngQePrYBq3114/9Win1B6C4+U5KqSzgx0C21rpSKfUC8I3A8X4MXAcMBS4D/hLYrQC4Ebil40/leGSCj7medGKeJ52Y58kEH/M86cQ8Tzoxz+uxSVdKqcHAG1rr0c22K2APcIbWemuzx7KAFcA4oAR4Fbhfa/2uUmoR8AT1C9aBWuuHlVJ3BHa9EpiotT6qlCrTWie0lksmXdnrSSfmedKJeZ5M8DHPk07M86QT8zwTJ12dChxsvlgF0FrnAfdQv6DdDxRrrd8NPPwg8AjwA+CZRruVUb+Qvb6TucIymaGrjymedOI0z4aMTvFsyOg2z4aMbvNsyOg2L1Q6e1urS4HnWnpAKZUKnAcMAYqAF5VSl2mtn9Fa7wZmtXLM+4G1gUsN2kRrTWlpaYuP+aoryAjcq7ZXtG6yvfE+jb3m+zc/drCueO170ol5nnRintdWJ6ZkdJsnnZjnSSfmee11EgohL1iVUhHAhcCkVpQzgZ1a68MB/2XgFJr+RPU4tNZFSqlngWuCyNDqbRO80XHkNRoHdrBSAZCVEttkn+beMZp7HXHFC86TTszzpBPzvNY6MSmj2zzpxDxPOjHPa6uTUOjMJQFnArla632tPL4HmKaUigtc6zoH2BLkse8Fvk8nFtThmMzQ1ccUTzpxmmdDRqd4NmR0m2dDRrd5NmR0mxcq7S4IlVLPAbOB3kqpfcDtWuvHqf/E/3PN3Exgsdb6HK31SqXUS0AOUAesAR4NJpTWukAp9QpwQ0eeTGOCnbgQ7ASHjrjiyVQlGz3pxDyvrU5Myeg2Tzoxz5NOzPPa6yQUZNKV0CNIJ+YhnZiHdGIe0ol5SCfmIZOuBEEQBEEQBNchC1ZBEARBEATBaDp7WyujkQk+5nrSiXmedGKe114nJmR0myedmOdJJ+Z5wXTSURx7DatM8DHbk07M86QT8zyZ4GOeJ52Y50kn5nkmTroylnBMZujqY4onnTjNsyGjUzwbMrrNsyGj2zwbMrrNCxXHLljzW7jJbUvbg/XCcUzxOufZkNFtng0ZneLZkNFtng0Z3ebZkNFtXqg4dsGamdLCHLEWtgfrheOY4nXOsyGj2zwbMjrFsyGj2zwbMrrNsyGj27xQceyCNRyTGbr6mOJJJ07zbMjoFM+GjG7zbMjoNs+GjG7zQsWxdwkIduJCsBMcOuKKJ1OVbPSkE/M8meBjniedmOdJJ+Z5MumqGTLpyl6kE/OQTsxDOjEP6cQ8pBPzkElXgiAIgiAIguuQBasgCIIgCIJgNI69hhVkgo/JnnRiniedmOfJBB/zPOnEPE86Mc+TSVfNkElX9nrSiXmedGKeJxN8zPOkE/M86cQ8TyZddYBwTGbo6mOKJ504zbMho1M8GzK6zbMho9s8GzK6zQsVxy5YwzGZwfTpEW7zbMjoNs+GjE7xbMjoNs+GjG7zbMjoNi9UHLtgDcdkBtOnR7jNsyGj2zwbMjrFsyGj2zwbMrrNsyGj27xQceyCNRyTGbr6mOJJJ07zbMjoFM+GjG7zbMjoNs+GjG7zQsWxdwkIduJCsBMcOuKKJ1OVbPSkE/M8meBjniedmOdJJ+Z5MumqGTLpyl6kE/OQTsxDOjEP6cQ8pBPzkElXgiAIgiAIguuQBasgCIIgCIJgNI69hhVkgo/JnnRiniedmOfJBB/zPOnEPE86Mc+TSVfNkElX9nrSiXmedGKeJxN8zPOkE/M86cQ8TyZddYBwTGbo6mOKJ504zbMho1M8GzK6zbMho9s8GzK6zQsVxy5YwzGZwfTpEW7zbMjoNs+GjE7xbMjoNs+GjG7zbMjoNi9UHLtgDcdkBtOnR7jNsyGj2zwbMjrFsyGj2zwbMrrNsyGj27xQceyCNRyTGbr6mOJJJ07zbMjoFM+GjG7zbMjoNs+GjG7zQsWxdwkIduJCsBMcOuKKJ1OVbPSkE/M8meBjniedmOdJJ+Z5MumqGTLpyl6kE/OQTsxDOjEP6cQ8pBPzkElXgiAIgiAIgutod8GqlHpCKXVIKbWx0bbnlVJrA1+7lFJrW9k3RSn1klIqVym1RSk1PbA9Uym1RCn1mlIqIbDtDqVUhVIqvdH+ZZ1+hoIgCIIgCILVBHMN61PAg8DTxzZorb9+7NdKqT8Axa3sex/wttb6YqVUFBAX2P5j4DpgKHAZ8JfA9gLgRuCW4J9C68gEH3M96cQ8Tzoxz5MJPuZ50ol5nnRintdjk66UUoOBN7TWo5ttV8Ae4Ayt9dZmjyUB64ChutlJlFKLgCeoX7AO1Fo/rJS6I/DwlcBErfVRpVSZ1jqhtVwy6cpeTzoxz5NOzPNkgo95nnRiniedmOeZOOnqVOBg88VqgKHAYeBJpdQapdRipVR84LEHgUeAHwDPNNqnjPqF7PWdzBWWyQxdfUzxpBOneTZkdIpnQ0a3eTZkdJtnQ0a3eaHS2dtaXQo818axJwLXaa1XKqXuA24Ffqm13g3MamW/+4G1gUsN2kRrTWlpaYuP+aoryAjcq7ZXtG6yvfE+jb3m+zc/drCueO170ol5nnRintdWJ6ZkdJsnnZjnSSfmee11EgohL1iVUhHAhcCkVpR9wD6t9crA9y9Rv2BtE611kVLqWeCaIDK0etsEb3QceY3GgR2sVABkpcQ22ae5d4zmXkdc8YLzpBPzPOnEPK+1TkzK6DZPOjHPk07M89rqJBQ6c0nAmUCu1npfSw9qrQ8Ae5VSx0YczAE2B3nse4Hv04kFdTgmM3T1McWTTpzm2ZDRKZ4NGd3m2ZDRbZ4NGd3mhUq7C0Kl1HPAbKC3UmofcLvW+nHgGzS7HEAplQks1lqfE9h0HfD3wB0CdgDfDiaU1rpAKfUKcEOwT6Q5wU5cCHaCQ0dc8WSqko2edGKe11YnpmR0myedmOdJJ+Z57XUSCjLpSugRpBPzkE7MQzoxD+nEPKQT85BJV4IgCIIgCILrkAWrIAiCIAiCYDSyYBUEQRAEQRCMprP3YTUaGTlpriedmOdJJ+Z57XViQka3edKJeZ50Yp4XTCcdxbEfupKRk2Z70ol5nnRinicjJ83zpBPzPOnEPM/E0azGEo5RYl19TPGkE6d5NmR0imdDRrd5NmR0m2dDRrd5oeLYBWt+C1MZWtoerBeOY4rXOc+GjG7zbMjoFM+GjG7zbMjoNs+GjG7zQsWxC9bMlBYG37awPVgvHMcUr3OeDRnd5tmQ0SmeDRnd5tmQ0W2eDRnd5oWKYxes4Rgl1tXHFE86cZpnQ0aneDZkdJtnQ0a3eTZkdJsXKo69S0CwI8KCHTnWEVc8GQNqoyedmOfJyEnzPOnEPE86Mc+T0azNkNGs9iKdmId0Yh7SiXlIJ+YhnZiHjGYVBEEQBEEQXIcsWAVBEARBEASjcew1rCATfEz2pBPzPOnEPE8m+JjnSSfmedKJeZ5MumqGTLqy15NOzPOkE/M8meBjniedmOdJJ+Z5MumqA4RjMkNXH1M86cRpng0ZneLZkNFtng0Z3ebZkNFtXqg4dsEajskMpk+PcJtnQ0a3eTZkdIpnQ0a3eTZkdJtnQ0a3eaHi2AVrOCYzmD49wm2eDRnd5tmQ0SmeDRnd5tmQ0W2eDRnd5oWKYxes4ZjM0NXHFE86cZpnQ0aneDZkdJtnQ0a3eTZkdJsXKo69S0CwExeCneDQEVc8mapkoyedmOfJBB/zPOnEPE86Mc+TSVfNkElX9iKdmId0Yh7SiXlIJ+YhnZiHTLoSBEEQBEEQXIcsWAVBEARBEASjkQWrIAiCIAiCYDSyYBUEQRAEQRCMRhasgiAIgiAIgtFYfZcApVT7twgQBEEQBEEQTKVAa31We5LVC1ZBEARBEATB+cglAYIgCIIgCILRyIJVEARBEARBMBpZsAqCIAiCIAhGIwtWQRAEQRAEwWisXLAqpVKUUi8ppXKVUluUUtOVUuOVUiuUUmuVUp8qpaY08hcFtp0W+P4VpdT5jR7/XCn1i0bf/1MpdWG3PimLaOX1fz7w2q9VSu1SSq1tZd9dSqkNx3pqtD1TKbVEKfWaUiohcI4jSikVeHy6UkorpfoHvk9WSh1VSln5e7g76GhP8j7pWlp6/QPbrwu8lpuUUr9vZV95n3QTHe1J3iddTyt/Vt2hlMpr9OfVOa3sK++VbqCjHYXjfWJrMfcBb2utRwDjgC3A74E7tdbjgV8FvkcpNSKwzyzg2sCvPwFOCTzeCygDpjc6/vSAI7TMca+/1vrrWuvxgdf/n8DLbex/esA9udG2HwPXAYuBy7TWRcABYGTg8VOANYH/AkwDVmqt/V30nJxI0D3J+yQsHPf6K6VOB84DxmqtRwH3tLG/vE+6h6B7kvdJ2Gjp/+kAfzz255XW+s029pf3SvgJuqNwvU+sW7AqpZKofxEeB9Ba1wR+I2ogKaAlA/mBX3sBf+BxFdi2jC9/k54CvAH0UfUMASq11gfC/FSspI3X/9jjCrgEeK6Dhz7Wk5/We/pjs+/lfwKtEEJP8j7pQtp4/X8I/K/Wujqw/VAHDy3vky4khJ7kfdLFtPdnVSeQ90oXEUJHYXmfWLdgBYYCh4EnlVJrlFKLlVLxwE+ARUqpvdT/bfg2AK31JiAO+Bh4OHCMz4DRSqko6l+45cDn1P/N6xTqX1ihZVp7/Y9xKnBQa721lf018K5S6jOl1PcabX8QeAT4AfBMYFvD38gC530ROPY3aOmpbTrUk7xPupzWXv+TgFOVUiuVUh8qpSa3sr+8T7qHDvUk75Ow0NafVT9SSq1XSj2hlEptZX95r4SfDnUUtveJ1tqqL+p/c9UBUwPf3wf8BrgfuCiw7RLgP+0cZxn1/wTwAZAKXAN8B/gz8IOefp6mfrX2+jd6/GHgxjb2zwz8Nx1YB8xqwx0G5AJDgFca9ZYAHAUSevr1MPWrsz018uR90oWvP7Ax8GeVAqYAOwkMcGm2v7xPLOip0XHkfdL1HWRQ/5M6D3AX8EQr+8t7xfCOGh2nU+8TG3/Cug/Yp7VeGfj+JWAicAVfXjf5IvV/yLTFJ9T/iDtRa10IrKB+lS9/y2qb1l5/lFIRwIXA863trLXOD/z3EPAKbfSk63/6lwosoP5vY1D/t7RvAzu11mWdeibOplM9NULeJ6HR2uu/D3hZ17OK+n826918Z3mfdBud6qkR8j4JnRY70Fof1Fr7dP01pY/RyntA3ivdQqc6akSn3ifWLVh1/TUOe5VSwwOb5gCbqb9m9bTAtjOA1v5J+hjLgO9T/zcygPXUr/wHApu6MrOTaOP1BzgTyNVa72tpX6VUvFIq8divgXnU/ySjLZYD1/PlHy7Lqb/8Q641aoPO9NQMeZ+EQBuv/6vU//mEUuokIAooaLyvvE+6j8701Ax5n4RIax0opfo10i6ghfeAvFe6h8501IxOvU8iOhLaIK4D/h64FmIH9X87eg24L/DToyrge23sD/W/OYcCdwNoreuUUoeAvVo+JdgeLb3+AN+g2YetlFKZwGKt9TnU//PBK/Wf9yECeFZr/XY751oGnAMcu13Jcup7kz9c2ifontpA3ieh09LrXw48oZTaCNQAV2ittbxPepSge2rjGPI+6RwtdXC/Umo89deo7qJ+oSP/T+k5gu6oDTr1PlFtvwcFQRAEQRAEoWex7pIAQRAEQRAEwV3IglUQBEEQBEEwGlmwCoIgCIIgCEYjC1ZBEARBEATBaGTBKgiCIAiCIBiNLFgFQRAEQRAEo5EFqyAIgiAIgmA0/w+lFK997vpCuAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from climada.hazard import Centroids\n", "\n", "min_lat, max_lat, min_lon, max_lon = 17.5, 19.0, -68.0, -65.0\n", "cent = Centroids.from_pnt_bounds((min_lon, min_lat, max_lon, max_lat), res=0.05)\n", "cent.check()\n", "cent.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Almost every class in CLIMADA has a `check()` method, as used above. This verifies that the necessary data for an objet is correctly provided and logs the optional variables that are not present. It is always worth running it after filling an instance of an object.\n", "\n", "### Hazard footprint\n", "\n", "Now we're ready to create our hazard object. This will be a `TropCyclone` class, which inherits from the `Hazard` class, and has the `from_tracks` constructor method to create a hazard from a `TCTracks` object at given centroids." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "$CONDA_PREFIX/lib/python3.8/site-packages/pyproj/crs/crs.py:68: FutureWarning: '+init=:' syntax is deprecated. ':' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n", " return _prepare_from_string(\" \".join(pjargs))\n", "$CONDA_PREFIX/lib/python3.8/site-packages/pyproj/crs/crs.py:68: FutureWarning: '+init=:' syntax is deprecated. ':' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n", " return _prepare_from_string(\" \".join(pjargs))\n", "$CONDA_PREFIX/lib/python3.8/site-packages/pyproj/crs/crs.py:68: FutureWarning: '+init=:' syntax is deprecated. ':' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n", " return _prepare_from_string(\" \".join(pjargs))\n", "$CONDA_PREFIX/lib/python3.8/site-packages/pyproj/crs/crs.py:68: FutureWarning: '+init=:' syntax is deprecated. ':' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n", " return _prepare_from_string(\" \".join(pjargs))\n", "$CONDA_PREFIX/lib/python3.8/site-packages/pyproj/crs/crs.py:68: FutureWarning: '+init=:' syntax is deprecated. ':' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n", " return _prepare_from_string(\" \".join(pjargs))\n" ] } ], "source": [ "from climada.hazard import TropCyclone\n", "\n", "haz = TropCyclone.from_tracks(tracks, centroids=cent)\n", "haz.check()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In 2017 Hurricane Maria devastated Puerto Rico. In the IBTRaCs event set, it has ID `2017260N12310` (we use this rather than the name, as IBTRaCS contains three North Atlantic storms called Maria). We can plot the track:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "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": [ "tracks.subset({\"sid\": \"2017260N12310\"}).plot() # This is how we subset a TCTracks object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And plot the hazard on our centroids for Puerto Rico:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "haz.plot_intensity(event='2017260N12310')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A Hazard object also lets us plot the hazard at different return periods. The IBTRaCS archive produces footprints from 1980 onwards (CLIMADA discarded earlier events) and so the historical period is short. Therefore these plots don't make sense as 'real' return periods, but we're being irresponsible and demonstrating the functionality anyway." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([[,\n", " ],\n", " [,\n", " ]],\n", " dtype=object),\n", " array([[15.08108124, 15.11391293, 15.04906939, ..., 16.39247373,\n", " 16.53654363, 16.73792023],\n", " [23.28332256, 23.25727297, 23.23369223, ..., 27.39433861,\n", " 27.73305539, 27.91210025],\n", " [31.48556389, 31.40063301, 31.41831506, ..., 38.3962035 ,\n", " 38.92956714, 39.08628027],\n", " [39.68780521, 39.54399305, 39.60293789, ..., 49.39806839,\n", " 50.1260789 , 50.26046029]]))" ] }, "execution_count": 8, "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": [ "haz.plot_rp_intensity(return_periods=(5,10,20,40))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See the [TropCyclone tutorial](climada_hazard_TropCyclone.ipynb) for full details of the TropCyclone hazard class.\n", "\n", "We can also recalculate event sets to reflect the effects of climate change. The `apply_climate_scenario_knu` method applies changes in intensity and frequency projected due to climate change, as described in 'Global projections of intense tropical cyclone activity for the late twenty-first century from dynamical downscaling of CMIP5/RCP4.5 scenarios' (Knutson _et al._ 2015). See the [tutorial](climada_hazard_TropCyclone.ipynb) for details.\n", "\n", ">**Exercise:** Extend this notebook's analysis to examine the effects of climate change in Puerto Rico. You'll need to extend the historical event set with stochastic tracks to create a robust statistical storm climatology - the `TCTracks` class has the functionality to do this. Then you can apply the `apply_climate_scenario_knu` method to the generated hazard object to create a second hazard climatology representing storm activity under climate change. See how the results change using the different hazard sets.\n", "\n", "Next we'll work on exposure and vulnerability, part of the Entity class." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Entity\n", "\n", "The entity class is a container class that stores exposures and impact functions (vulnerability curves) needed for a risk calculation, and the discount rates and adaptation measures for an adaptation cost-benefit analysis.\n", "\n", "As with Hazard objects, Entities can be read from files or created through code. The Excel template can be found in `climada_python/data/system/entity_template.xlsx`.\n", "\n", "In this tutorial we will create an Exposure object using the LitPop economic exposure module, and load a pre-defined wind damage function.\n", "\n", "First we create an empty Entity object:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from climada.entity import Entity\n", "\n", "ent = Entity()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Exposures\n", "\n", "The `Entity`'s `exposures` attribute contains geolocalized values of anything exposed to the hazard, whether monetary values of assets or number of human lifes, for example. It is of type `Exposures`. \n", "\n", "See the [Exposures tutorial](climada_entity_Exposures.ipynb) for more detail on the structure of the class, and how to create and import exposures. The [LitPop tutorial](climada_entity_LitPop.ipynb) explains how CLIMADA models economic exposures using night-time light and economic data, and is what we'll use here. To combine your exposure with OpenStreetMap's data see the [OSM tutorial](climada_entity_openstreetmap.ipynb).\n", "\n", "LitPop is a module that allows CLIMADA to estimate exposed populations and economic assets at any point on the planet without additional information, and in a globally consistent way. Here we can create an economic Exposure dataset for Puerto Rico, add it to our Entity, and plot it:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-10-19 16:43:39,830 - climada.entity.exposures.litpop.gpw_population - WARNING - Reference year: 2018. Using nearest available year for GPW data: 2020\n", "2021-10-19 16:43:40,203 - climada.util.finance - WARNING - No data available for country. Using non-financial wealth instead\n", "2021-10-19 16:43:40,850 - climada.util.finance - WARNING - No data for country, using mean factor.\n" ] }, { "data": { "text/plain": [ "" ] }, "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": [ "from climada.entity.exposures import LitPop\n", "\n", "exp_litpop = LitPop.from_countries('Puerto Rico', res_arcsec = 120) # We'll go lower resolution than default to keep it simple\n", "exp_litpop.set_geometry_points() # Set geodataframe geometries from lat lon data\n", "\n", "ent.exposures = exp_litpop\n", "\n", "exp_litpop.plot_hexbin(pop_name=True, linewidth=4, buffer=0.1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "LitPop's default exposure is measured in US Dollars, with a reference year depending on the most recent data available.\n", "\n", "Once we've created our impact function we will come back to this Exposure and give it the parameters needed to connect exposure to impacts. \n", "\n", "### Impact functions\n", "\n", "Impact functions describe a relationship between a hazard's intensity and your exposure in terms of a percentage loss. The impact is described through two terms. The Mean Degree of Damage (MDD) gives the percentage of an exposed asset's numerical value that's affected as a function of intensity, such as the damage to a building from wind in terms of its total worth. Then the Proportion of Assets Affected (PAA) gives the fraction of exposures that are affected, such as the mortality rate in a population from a heatwave. These multiply to give the Mean Damage Ratio (MDR), the average impact to an asset.\n", "\n", "Impact functions are stored as the Entity's `impact_funcs` attribute, in an instance of the `ImpactFuncSet` class which groups one or more `ImpactFunc` objects. They can be specified manually, read from a file, or you can use CLIMADA's pre-defined impact functions. We'll use a pre-defined function for tropical storm wind damage stored in the `IFTropCyclone` class. \n", "\n", "See the [Impact Functions tutorial](climada_entity_ImpactFuncSet.ipynb) for a full guide to the class, including how data are stored and reading and writing to files.\n", "\n", "We initialise an Impact Function with the `IFTropCyclone` class, and use its `from_emanuel_usa` method to load the Emanuel (2011) impact function. (The class also contains regional impact functions for the full globe, but we'll won't use these for now.) The class's `plot` method visualises the function, which we can see is expressed just through the Mean Degree of Damage, with all assets affected." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from climada.entity.impact_funcs import ImpactFuncSet, ImpfTropCyclone\n", "\n", "imp_fun = ImpfTropCyclone.from_emanuel_usa()\n", "imp_fun.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plot title also includes information about the function's ID, which were also set by the `from_emanuel_usa` class method. The hazard is \"TC\" and the function ID is 1. Since a study might use several impact functions - for different hazards, or for different types of exposure.\n", "\n", "We then create an `ImpactFuncSet` object to store the impact function. This is a container class, and groups a study's impact functions together. Studies will often have several impact functions, due to multiple hazards, multiple types of exposure that are impacted differently, or different adaptation scenarios. We add it to our Entity object." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "imp_fun_set = ImpactFuncSet()\n", "imp_fun_set.append(imp_fun)\n", "\n", "ent.impact_funcs = imp_fun_set" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can update our LitPop exposure to point to the TC 1 impact function. This is done by adding a column to the exposure:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-10-19 16:43:43,386 - climada.entity.impact_funcs.base - WARNING - For intensity = 0, mdd != 0 or paa != 0. Consider shifting the origin of the intensity scale. In impact.calc the impact is always null at intensity = 0.\n" ] } ], "source": [ "ent.exposures.gdf['impf_TC'] = 1\n", "ent.check()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here the `impf_TC` column tells the CLIMADA engine that for a tropical cyclone (TC) hazard, it should use the first impact function defined for TCs. We use the same impact function for all of our exposure." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is now everything we need for a risk analysis, but while we're working on the Entity class, we can define the adaptation measures and discount rates needed for an adaptation analysis. If you're not interested in the cost-benefit analysis, you can skip ahead to the [Impact section](#Impact)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Adaptation measures\n", "\n", "CLIMADA's adaptation measures describe possible interventions that would change event hazards and impacts, and the cost of these interventions.\n", "\n", "They are stored as `Measure` objects within a `MeasureSet` container class (similarly to `ImpactFuncSet` containing several `ImpactFunc`s), and are assigned to the `measures` attribute of the Entity.\n", "\n", "See the [Adaptation Measures tutorial](climada_entity_MeasureSet.ipynb) on how to create, read and write measures. CLIMADA doesn't yet have pre-defined adaptation measures, mostly because they are hard to standardise.\n", "\n", "The best way to understand an adaptation measure is by an example. Here's a possible measure for the creation of coastal mangroves (ignore the exact numbers, they are just for illustration):" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "from climada.entity import Measure, MeasureSet\n", "\n", "meas_mangrove = Measure()\n", "meas_mangrove.name = 'Mangrove'\n", "meas_mangrove.haz_type = 'TC'\n", "meas_mangrove.color_rgb = np.array([0.2, 0.2, 0.7])\n", "meas_mangrove.cost = 500000000\n", "meas_mangrove.mdd_impact = (1, 0)\n", "meas_mangrove.paa_impact = (1, -0.15)\n", "meas_mangrove.hazard_inten_imp = (1, -10)\n", "\n", "meas_set = MeasureSet()\n", "meas_set.append(meas_mangrove)\n", "meas_set.check()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What values have we set here?\n", "- The `haz_type` gives the hazard that this measure affects.\n", "- The `cost` is a flat price that will be used in cost-benefit analyses.\n", "- The `mdd_impact`, `paa_impact`, and `hazard_inten_imp` attributes are all tuples that describes a linear transformation to event hazard, the impact function's mean damage degree and the impact function's proportion of assets affected. The tuple `(a, b)` describes a scalar multiplication of the function and a constant to add. So `(1, 0)` is unchanged, `(1.1, 0)` increases values by 10%, and `(1, -10)` decreases all values by 10.\n", "\n", "So the Mangrove example above costs 50,000,000 USD, protects 15% of assets from any impact at all (`paa_impact = (1, -0.15)`) and decreases the (effective) hazard intensity by 10 m/s (`hazard_inten_imp = (1, -10)`.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can apply these measures to our existing Exposure, Hazard and Impact functions, and plot the old and new impact functions:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'TC: Modified impact function')" ] }, "execution_count": 17, "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": [ "mangrove_exp, mangrove_imp_fun_set, mangrove_haz = meas_mangrove.apply(exp_litpop, imp_fun_set, haz)\n", "axes1 = imp_fun_set.plot()\n", "axes1.set_title('TC: Emanuel (2011) impact function')\n", "axes2 = mangrove_imp_fun_set.plot()\n", "axes2.set_title('TC: Modified impact function')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define a second measure. Again, the numbers here are made up, for illustration only." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "meas_buildings = Measure()\n", "meas_buildings.name = 'Building code'\n", "meas_buildings.haz_type = 'TC'\n", "meas_buildings.color_rgb = np.array([0.2, 0.7, 0.5])\n", "meas_buildings.cost = 100000000\n", "meas_buildings.hazard_freq_cutoff = 0.1\n", "\n", "meas_set.append(meas_buildings)\n", "meas_set.check()\n", "\n", "buildings_exp, buildings_imp_fun_set, buildings_haz = meas_buildings.apply(exp_litpop, imp_fun_set, haz)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This measure describes an upgrade to building codes to withstand 10-year events. The measure costs 100,000,000 USD and, through `hazard_freq_cutoff = 0.1`, removes events with calculated impacts below the 10-year return period. \n", "\n", "The [Adaptation Measures tutorial](climada_entity_MeasureSet.ipynb) descibes other parameters for describing adaptation measures, including risk transfer, assigning measures to subsets of exposure, and reassigning impact functions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can compare the 5- and 20-year return period hazard (remember: not a real return period due to the small event set!) compared to the adjusted hazard once low-impact events are removed." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "haz.plot_rp_intensity(return_periods=(5, 20))\n", "buildings_haz.plot_rp_intensity(return_periods=(5, 20))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It shows there are now very few events at the 5-year return period - the new building codes removed most of these from the event set. Finally we add the measure set to our Entity." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "ent.measures = meas_set" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Discount rates\n", "\n", "The `disc_rates` attribute is of type `DiscRates`. This class contains the discount rates for the following years and computes the net present value for given values.\n", "\n", "See the [Discount Rates tutorial](climada_entity_DiscRates.ipynb) for more details about creating, reading and writing the `DiscRates` class, and how it is used in calculations.\n", "\n", "Here we will implement a simple, flat 2% discount rate." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from climada.entity import DiscRates\n", "\n", "disc = DiscRates()\n", "disc.years = np.arange(1950, 2101)\n", "disc.rates = np.ones(disc.years.size) * 0.02\n", "disc.check()\n", "disc.plot()\n", "\n", "ent.disc_rates = disc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now ready to move to the last part of the CLIMADA model for Impact and Cost Benefit analyses." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Engine" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The CLIMADA Engine is where the main risk calculations are done. It contains two classes, `Impact`, for risk assessments, and `CostBenefit`, to evaluate adaptation measures.\n", "\n", "### Impact\n", "\n", "Let us compute the impact of historical tropical cyclones in Puerto Rico.\n", "\n", "Our work above has given us everything we need for a risk analysis using the Impact class. By computing the impact for each historical event, the `Impact` class provides different risk measures, as the expected annual impact per exposure, the probable maximum impact for different return periods and the total average annual impact." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: the configurable parameter `MAX_SIZE` controls the maximum matrix size contained in a chunk. You can decrease its value if you are having memory issues when using the `Impact`'s `calc` method. A high value will make the computation fast, but increase the memory use. The configuration file is located at `climada_python/climada/conf/defaults.conf`.\n", "\n", "CLIMADA calculates impacts by providing exposures, impact functions and hazard to an `Impact` object's `calc` method:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "from climada.engine import Impact\n", "\n", "imp = Impact()\n", "imp.calc(ent.exposures, ent.impact_funcs, haz)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A useful parameter for the `calc` method is `save_mat`. When set to `True` (default is `False`), the `Impact` object saves the calculated impact for each event at each point of exposure, stored as a (large) sparse matrix in the `imp_mat` attribute. This allows for more detailed analysis at the event level.\n", "\n", "The `Impact` class includes a number of analysis tools. We can plot an exceedence frequency curve, showing us how often different damage thresholds are reached in our source data (remember this is only 40 years of storms, so not a full climatology!)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Expected average annual impact: 1.754e+09 USD\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "freq_curve = imp.calc_freq_curve() # impact exceedence frequency curve\n", "freq_curve.plot();\n", "\n", "print('Expected average annual impact: {:.3e} USD'.format(imp.aai_agg))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can map the expected annual impact by exposure:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-04-23 11:52:47,128 - climada.util.coordinates - INFO - Setting geometry points.\n", "2021-04-23 11:52:47,249 - climada.entity.exposures.base - INFO - Setting latitude and longitude attributes.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/zeliestalhanske/python_projects/climada_python/climada/entity/exposures/base.py:190: FutureWarning: Assigning CRS to a GeoDataFrame without a geometry column is now deprecated and will not be supported in the future.\n", " self.gdf = GeoDataFrame(*args, **kwargs)\n", "/Users/zeliestalhanske/miniconda3/envs/climada_env/lib/python3.8/site-packages/contextily/tile.py:265: FutureWarning: The url format using 'tileX', 'tileY', 'tileZ' as placeholders is deprecated. Please use '{x}', '{y}', '{z}' instead.\n", " warnings.warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-04-23 11:52:50,676 - climada.entity.exposures.base - INFO - Setting latitude and longitude attributes.\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "imp.plot_basemap_eai_exposure(buffer=0.1); # average annual impact at each exposure" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For additional functionality, including plotting the impacts of individual events, see the [Impact tutorial](climada_engine_Impact.ipynb).\n", "\n", ">**Exercise:** Plot the impacts of Hurricane Maria. To do this you'll need to set `save_mat=True` in the earlier `Impact.calc()`.\n", "\n", "We can save our variables in pickle format using the `save` function and load them with `load`. This will save your results in the folder specified in the configuration file. The default folder is a `results` folder which is created in the current path (see default configuration file `climada/conf/defaults.conf`). However, we recommend to use CLIMADA's writers in `hdf5` or `csv` whenever possible." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "import os\n", "from climada.util import save, load\n", "\n", "### Uncomment this to save - saves by default to ./results/\n", "# save('impact_puerto_rico_tc.p', imp)\n", "\n", "### Uncomment this to read the saved data:\n", "# abs_path = os.path.join(os.getcwd(), 'results/impact_puerto_rico_tc.p')\n", "# data = load(abs_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`Impact` also has `write_csv()` and `write_excel()` methods to save the impact variables, and `write_sparse_csr()` to save the impact matrix (impact per event and exposure). Use the [Impact tutorial](climada_engine_Impact.ipynb) to get more information about these functions and the class in general." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Adaptation options appraisal" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, let's look at a cost-benefit analysis. The adaptation measures defined with our `Entity` can be valued by estimating their cost-benefit ratio. This is done in the class `CostBenefit`.\n", "\n", "Let us suppose that the socioeconomic and climatoligical conditions remain the same in 2040. We then compute the cost and benefit of every adaptation measure from our Hazard and Entity (and plot them) as follows:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from climada.engine import CostBenefit\n", "\n", "cost_ben = CostBenefit()\n", "cost_ben.calc(haz, ent, future_year=2040) # prints costs and benefits\n", "cost_ben.plot_cost_benefit() # plot cost benefit ratio and averted damage of every exposure\n", "cost_ben.plot_event_view(return_per=(10, 20, 40)) # plot averted damage of each measure for every return period" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is just the start. Analyses improve as we add more adaptation measures into the mix.\n", "\n", "Cost-benefit calculations can also include\n", "- climate change, by specifying the `haz_future` parameter in `CostBenefit.calc()`\n", "- changes to economic exposure over time (or to whatever exposure you're modelling) by specifying the `ent_future` parameter in `CostBenefit.calc()`\n", "- different functions to calculate risk benefits. These are specified in `CostBenefit.calc()` and by default use changes to average annual impact\n", "- linear, sublinear and superlinear evolution of impacts between the present and future, specified in the `imp_time_depen` parameter in `CostBenefit.calc()`\n", "\n", "And once future hazards and exposures are defined, we can express changes to impacts over time as waterfall diagrams. See the CostBenefit class for more details.\n", "\n", "> **Exercise:** repeat the above analysis, creating future climate hazards (see the first exercise), and future exposures based on projected economic growth. Visualise it with the `CostBenefit.plot_waterfall()` method." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What next?\n", "\n", "Thanks for following this tutorial! Take time to work on the exercises it suggested, or design your own risk analysis for your own topic. More detailed tutorials for individual classes were listed in the [Features](#CLIMADA-features) section.\n", "\n", "Also, explore the full CLIMADA documentation and additional resources [described at the start of this document](#Resources-beyond-this-tutorial) to learn more about CLIMADA, its structure, its existing applications and how you can contribute.\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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }