From 3387248085a141e8634539650ebda2c0792c7e3f Mon Sep 17 00:00:00 2001 From: Cecilia Nievas Date: Tue, 10 Nov 2020 17:48:26 +0100 Subject: [PATCH 1/6] Added documentation of core scripts --- ..._visual_output_of_grid_model_full_files.py | 16 +- docs/04_Core_Scripts.md | 343 ++++++++++++++++++ ...GDE_tiles_and_code_that_generates_them.png | Bin 0 -> 209408 bytes docs/Images/structure_hdf5_files_OBM.png | Bin 0 -> 64694 bytes ...ure_hdf5_files_SERA_bdg_classes_arrays.png | Bin 0 -> 19688 bytes ...re_hdf5_files_SERA_bdg_classes_general.png | Bin 0 -> 20971 bytes ...structure_hdf5_files_SERA_cells_arrays.png | Bin 0 -> 33666 bytes ...tructure_hdf5_files_SERA_cells_general.png | Bin 0 -> 139717 bytes .../structure_hdf5_files_SERA_metadata.png | Bin 0 -> 23955 bytes 9 files changed, 358 insertions(+), 1 deletion(-) create mode 100644 docs/04_Core_Scripts.md create mode 100644 docs/Images/structure_GDE_tiles_and_code_that_generates_them.png create mode 100644 docs/Images/structure_hdf5_files_OBM.png create mode 100644 docs/Images/structure_hdf5_files_SERA_bdg_classes_arrays.png create mode 100644 docs/Images/structure_hdf5_files_SERA_bdg_classes_general.png create mode 100644 docs/Images/structure_hdf5_files_SERA_cells_arrays.png create mode 100644 docs/Images/structure_hdf5_files_SERA_cells_general.png create mode 100644 docs/Images/structure_hdf5_files_SERA_metadata.png diff --git a/SERA_create_visual_output_of_grid_model_full_files.py b/SERA_create_visual_output_of_grid_model_full_files.py index 2d5c82f..d6e98cc 100644 --- a/SERA_create_visual_output_of_grid_model_full_files.py +++ b/SERA_create_visual_output_of_grid_model_full_files.py @@ -23,7 +23,21 @@ Section 2.6: Seismic Hazard and Risk Dynamics SERA_create_visual_output_of_grid_model_full_files ================================================== -This code creates a GeoJSON summarising the gridded SERA exposure model within a bounding box. +This code creates a CSV file with a Well-Known-Text representation of geometry +summarising the gridded exposure model within a bounding box, country, +administrative unit within a country, or arbitrary list. + +The exported parameters are: cell_id, XXX_num_classes, XXX_num_bdgs, +XXX_num_dwells, XXX_num_ppl and XXX_cost, with XXX being each of Res, Com and +Ind. XXX_num_classes contains the number of different building classes +associated with the cell, while XXX_cost contains the cost of all buildings in +the cell. Note that if a cell that belongs to two countries but only one of +the countries has been processed already, the results shown are partial. If +XXX_num_classes is -9, the cell does not exist (yet) in the HDF5 file (number +of buildings, dwellings, people and cost are zero in this case). The parameter +max_num_cells_per_stage controls the number of cells that are processed in +each dump of the data to the CSV file. This allows for RAM to be freed +regularly and the code to run faster. """ import sys import os diff --git a/docs/04_Core_Scripts.md b/docs/04_Core_Scripts.md new file mode 100644 index 0000000..5ad2956 --- /dev/null +++ b/docs/04_Core_Scripts.md @@ -0,0 +1,343 @@ +# General + +For each core script, the enumerated configurable parameters are those that are specific to that script, i.e. defined in the configuration file under a subtitle that matches the name of the file. General parameters are not explained herein but in `03_Config_File.md`. + + +# OBM_assign_cell_ids_and_adm_ids_to_footprints.py + +## Configurable parameters: + +The parameters that need to be specified under the `OBM_assign_cell_ids_and_adm_ids_to_footprints` section of the configuration file are: + +- method_to_use = just_centroid or centroid_and_intersection. Method to use to assign a building footprint to a cell or admin unit. Currently only "just_centroid" is supported. "centroid_and_intersection" might be developed in the future. +- obm_ids_to_process = OBM IDs of the buildings to process. If "None" is explicitly indicated then all buildings in the database are processed. +- assign_cell_IDs = True if the code should assign cell IDs to the buildings. False otherwise. +- assign_admin_IDs = True if the code should assign admin unit IDs to the buildings. False otherwise. +- occupancy_case = Res, Com, Ind. +- adm_level = Administrative level of the administrative units (integer). + +## What the code does: + +If `assign_cell_IDs` is True, the code fills in the `cell_id` field of the OBM database with the ID of the cell to which the OBM building belongs. + +If `assign_admin_IDs` is True, the code fills in the country_iso2 as well as the XXX_adm_id and XXX_adm_level fields of the OBM database, where XXX=occupancy_case, to indicate the administrative unit to which the OBM building belongs. The administrative unit depends on the occupancy type because it is the unit at which the SERA model is defined for that particular occupancy. + +The definition of an OBM building "belonging" to a cell or administrative unit is defined by `method_to_use`. Currently only "just_centroid" is supported, which means that the cells and administrative units to which the OBM buildings belong are defined as those that contain the building's centroid. + + +# SERA_create_HDF5_metadata.py + +## Configurable parameters: + +The parameter that needs to be specified under the `SERA_create_HDF5_metadata` section of the configuration file is: + +- version_of_SERA_metadata = string that defines the version of the SERA model, used to determine the name of the output HDF5 file: "Europe_SERA_metadata_v_"+version_of_SERA_metadata+".hdf5". Suggestion: YYYY_MM_DD. + +## What the code does: + +This code creates the SERA HDF5 metadata file, which has the following structure: + +![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_metadata.png) + +The `Admin_Levels` sub-group contains three attributes (Res, Com, Ind), each of which is an integer. This indicates the administrative level at which the SERA model is defined for that country and occupancy type. + +The `Level_Groups` can contain between one and three arrays of strings. Each array is associated with an administrative level. The contents are Res, Com, Ind. For example, if `Level_Groups` contains two arrays, one that is \['Res', 'Com'\] and the other \['Ind'\], the first with attribute `Admin_Level_of_Group`=3, the latter with attribute `Admin_Level_of_Group`=2, then residential and commercial exposure are defined at administrative level 3, while industrial exposure is defined at administrative level 2. This is useful for intersecting administrative units and cells only once, i.e. not repeating the intersection for residential and commercial, in scripts like `SERA_mapping_admin_units_to_cells.py`. + + +# SERA_mapping_admin_units_to_cells.py + +## Configurable parameters: + +The parameter that needs to be specified under the `SERA_mapping_admin_units_to_cells` section of the configuration file is: + +- countries = Countries to process. If more than one, separate with comma and space. + +## What the code does: + +This code determines the mapping between the administrative units used in SERA and the grid cells. It does not carry out the assignment of SERA buildings to each cell but only creates this mapping, as there can be different ways of doing the assignment of SERA buildings that do not need this mapping to be re-done each time. + +It goes per country and, within each country, per administrative unit. All three occupancy cases (Res, Com, Ind) are considered together because the code groups together the cases for which the administrative level at which the exposure models are defined is the same (otherwise there would be a lot of repeated processing). This code adds and/or updates entries to the tiles database. The fields that are written by this code are: `cell_id`, `country`, `occupancy`, `adm_level`, `adm_id`, `area` and `geom`. Each entry of the table is a cell-admin unit intersection for a particular occupancy type. + + +# SERA_mapping_admin_units_to_cells_add_GHS.py + +## Configurable parameters: + +The parameter that needs to be specified under the `SERA_mapping_admin_units_to_cells_add_GHS` section of the configuration file is: + +- ghs_input_filename = Name of the HDF5 file with a 10-arcsec grid that is aligned with ours and contains density (0-100%) values of built-up area (see below). + +## What the code does: + +This code adds the surface of built area per cell according to the Global Human Settlement (GHS) layer. The latter indicates a density of built-up area in terms of a percentage that ranges from 0 to 100. The original GHS layer is a raster file in Mollweide projection that uses a non-standard reference system. The tools used to convert this to a grid in terms of “standard” longitude and latitude (i.e., 4326 reference system) were developed by Dr. Graeme Weatherill (GFZ), who worked on this within the SERA project. The density of each 10-arcsec cell is currently calculated from the interpolation of values of the original layer. + +The input to this code is an HDF5 file with a 10-arcsec grid that is aligned with ours and contains density (0-100%) values. The present code takes these values and transforms them into built-up area by multiplying them by the cell area. The values are stored in the PSQL database (field `ghs_km2`), and are thus allocated to intersections of cells and administrative units proportionally to the areas of the intersections with respect to that of the complete cell. + +The method for selecting the cells to process and associated parameters need to be specified in the configuration file under `Cells to Process`. + +The Global Human Settlement (GHS) dataset: +Pesaresi, Martino; Florczyk, Aneta; Schiavina, Marcello; Melchiorri, Michele; Maffenini, Luca (2019): GHS settlement grid, updated and refined REGIO model 2014 in application to GHS-BUILT R2018A and GHS-POP R2019A, multitemporal (1975-1990-2000-2015), R2019A. European Commission, Joint Research Centre (JRC) \[Dataset\] doi:10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218 PID: http://data.europa.eu/89h/42e8be89-54ff-464e-be7b-bf9e64da5218 + + +# SERA_mapping_admin_units_to_cells_add_GPW.py + +## Configurable parameters: + +No specific ones. + +## What the code does: + +This code adds the value to the `gpw_2015_pop` field of the tiles database. This value is the number of people in that particular cell-admin unit intersection in the year 2015 according to Gridded Population of the World (GPW) v4.0. + +As GPW is defined in a 30 arc-sec grid (aligned with our 10 arc-sec grid), the population of a cell is taken as 1/9 the population of the GPW cell that contains it. Strictly speaking not all nine 10 arc-sec cells within a 30 arc-sec cell have the same area, but the difference is likely to be minimal. However, this approach also means that if parts of a 30-arcsec cell with non-zero GPW population fall on water, that population is not accounted for, it vanishes. This could be changed in future versions. + +The method for selecting the cells to process and associated parameters need to be specified in the configuration file under `Cells to Process`. + +The Gridded Population of the World (GPW) v4.0 dataset: +Center for International Earth Science Information Network-CIESIN-Columbia University (2016) Gridded Population of the World, Version 4 (GPWv4). NASA Socioeconomic Data and Applications Center, Palisades. http://dx.doi.org/10.7927/H4NP22DQ + + +# SERA_mapping_admin_units_to_cells_add_Sat.py + +## Configurable parameters: + +The parameter that needs to be specified under the `SERA_mapping_admin_units_to_cells_add_Sat` section of the configuration file is: + +- apply_model= if True, both the field associated with the directly-calculated remote-sensing built-up area will be written as well as the field associated with an estimated built-up area based on fitting an empirical mode between the remote-sensing built-up area and the OBM-derived built-up area. If False, only the former is written. + +## What the code does: + +This code adds the surface of built area per cell according to our remote-sensing calculations. + +Values are written to two fields of the tiles database: + +- sat_27f_km2: built-up area stemming directly from the remote sensing process +- sat_27f_model_km2: built-up area stemming from the empirical model fitted to the built-up area coming directly from the remote sensing process + +Whether the latter is carried out or not is controlled by the parameter `apply_model` in the configuration file. + + +# SERA_distributing_exposure_to_cells.py + +## Configurable parameters: + +The parameters that need to be specified under the `SERA_distributing_exposure_to_cells` section of the configuration file are: + +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- ignore_occupancy_cases = Res, Com, Ind or leave empty. The code reads the occupancy cases from the SERA models and only ignores them if specified here. +- countries = Countries to process. If more than one, separate with comma and space. +- admin_ids_to_ignore = 1110101. Within those countries, do not process admin units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. +- columns_to_distribute = buildings, dwell_per_bdg, area_per_dwelling_sqm, cost_per_area_usd, ppl_per_dwell +- write_hdf5_bdg_classes_param = if True, write the HDF5 file of building classes parameters; if False, do not (`write_hdf5_bdg_classes parameter` for `gdet_sera.distribute_SERA_to_cells()` function). The building classes parameters depend only on the SERA model, not on the distribution method, so they do not need to be re-written each time. Setting this parameter to False saves a lot of processing time. + +## What the code does: + +This code carries out the assignment of SERA buildings to each cell, according to the parameter `sera_disaggregation_to_consider` (area, gpw_2015_pop, …). The code goes by country and administrative unit, with a pre-classification based on the grouping of occupancy cases by administrative level at which the exposure model is defined for that particular country. Occupancy cases can be ignored using the variable ignore_occupancy_cases. + +The output of this code is two kinds of HDF5 files: + +- the SERA HDF5 cell files +- the SERA HDF5 buildings files (only if `write_hdf5_bdg_classes_param` is True) + +The structure of the SERA HDF5 cell files is the following: + +![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_cells_general.png) + +One file is created for each of the three occupancy types (Res, Com, Ind) (and per `sera_disaggregation_to_consider`). Within each file there is a sub-group for each cell. Each cell is then subdivided into the administrative units associated with it, but contains as well an overall summary under "Total". The arrays contained in each of these subgroups are the following: + +![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_cells_arrays.png) + +Each row in the three arrays corresponds to a specific building class. The string that defines the class is contained in `SERA_classes`. `SERA_vals` indicates the proportion in which each class is present in the overal building stock of the cell. The `SERA_subclasses` array, which only exists in the "Total" subgroup, specifies the proportion in which the total number of buildings of each class are present in each of the administrative units. This allows for the contents of the individual administrative units to be reconstructed just from the "Total" subgroup. + +If, when running the code, the `cell ID` and `country_admin_ID` subgroups already exist in the corresponding SERA HDF5 cell file, the values of `SERA_classes` and `SERA_vals` are updated, while the `cell ID` and/or `country_admin_ID`, as well as `SERA_classes` and `SERA_vals` are created otherwise. The `Total` subgroup is updated. The corresponding building classes in the building classes HDF5 files are updated too, if `write_hdf5_bdg_classes_param` is True. + + +The structure of the SERA HDF5 buildings files is the following: + +![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_bdg_classes_general.png) + +One file is created for each of the three occupancy types (Res, Com, Ind). Within each file there is a sub-group for each building class. The structure of the `Locations` and `Parameters` arrays within each building class is: + +![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_bdg_classes_arrays.png) + +Each row of `Locations` makes reference to an administrative unit of a country, and corresponds to each row of `Parameters`. Each column of the latter indicate parameters of relevance for each building class. + + +# SERA_create_OQ_input_files.py + +## Configurable parameters: + +The parameters that need to be specified under the `SERA_create_OQ_input_files` section of the configuration file are: + +- version_of_SERA_metadata = string that defines the version of the SERA model. The code will seek for the file "Europe_SERA_metadata_v_"+version_of_SERA_metadata+".hdf5". +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. +- countries = Countries to process. If more than one, separate with comma and space. +- admin_ids_to_ignore = 1110101. Within those countries, do not process admin units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. + +## What the code does: + +This code rebuilds the SERA exposure model from the HDF5 files created by `SERA_distributing_exposure_to_cells.py` and creates input files for OpenQuake. + +For a particular country and occupancy case, the code determines the administrative level at which the SERA model is defined by reading it from the SERA metadata HDF5 file. This is needed to access the shapefile that will allow to assign names to the administrative unit IDs. The list of administrative units associated with the country is retrieved from the SQL database. The code then goes by administrative unit and retrieves the list of cell IDs associated with this administrative unit from the SQL database as well. It then goes by cell ID. For each cell, the total number of buildings, dwellings and people, as well as the distribution of building classes is retrieved from the cells HDF5 files (e.g. Europe_SERA_cells_area_Res.hdf5), and the values of dwellings/building, people/dwelling, area/dwelling and cost/dwelling are retrieved from the building classes HDF5 files. Then the code goes by building class and creates temporary arrays and lists each of whose elements will become rows of the output CSV file. After all cells of an administrative unit have been processed, a Pandas DataFrame is created from these arrays and lists and it is then exported as the CSV input file for OpenQuake. Subsequent administrative units are appended to the CSV file. In this way, the RAM consumption is kept under control, as results are created and dumped per administrative unit and not for the country as a whole. + +One CSV file is created per occupancy case. This code does not create the associated `.xml` file needed to run OpenQuake. The CSV files created implicitly follow the following configuration of the `.xml` file: + +- `` +- `` night `` +- `` name_X `` (where X is the administrative level associated with this occupancy case and country) + +OpenQuake: +Pagani, M., D. Monelli, G. Weatherill, L. Danciu, H. Crowley, V. Silva, P. Henshaw, L. Butler, M. Nastasi, L. Panzeri and M. Simionato (2014). OpenQuake engine: An open hazard (and risk) software for the global earthquake model. Seismological Research Letters 85(3), 692-702. https://github.com/gem/oq-engine + + +# SERA_create_visual_output_of_grid_model_full_files.py + +## Configurable parameters: + +The parameters that need to be specified under the `SERA_create_visual_output_of_grid_model_full_files` section of the configuration file are: + +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. +- max_num_cells_per_stage = maximum number of cells per calculation stage (1000 is a reasonable number). + +## What the code does: + +This code creates a CSV file with a Well-Known-Text representation of geometry summarising the gridded exposure model within a bounding box, country, administrative unit within a country, or arbitrary list, as specified in the configuration file under `Cells to Process`. The exported parameters are: `cell_id`, `XXX_num_classes`, `XXX_num_bdgs`, `XXX_num_dwells`, `XXX_num_ppl` and `XXX_cost`, with XXX being each of Res, Com and Ind. `XXX_num_classes` contains the number of different building classes associated with the cell, while `XXX_cost` contains the cost of all buildings in the cell. Note that if a cell belongs to two countries but only one of the countries has been processed already, the results shown are partial. If `XXX_num_classes` is -9, the cell does not exist (yet) in the HDF5 file (number of buildings, dwellings, people and cost are zero in this case). + +The parameter `max_num_cells_per_stage` controls the number of cells that are processed in each dump of the data to the CSV file (the code processes and appends output by blocks). This allows for RAM to be freed regularly and the code to run faster. + + +# OBM_buildings_per_cell.py + +## Configurable parameters: + +The parameter that needs to be specified under the `OBM_buildings_per_cell` section of the configuration file is: + +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. + +## What the code does: + +This script processes the OBM buildings and assigns them building structural classes as per the SERA model. This script goes by cell, the list of cells being defined either by means of a bounding box, country, administrative unit within a country, or arbitrary list, as specified in the configuration file under `Cells to Process`. All the OBM buildings belonging to a cell are retrieved from the OBM PSQL database in the form of a Pandas DataFrame. A simple function assigns the broad occupancy case (Res, Com, Ind, Other) to each building, based on a dictionary that groups the possible values of gem_occupancy in the PSQL database into these broad cases, as specified in the configuration file under `Ocuppancy String Groups`. Then the code goes by each of the four occupancy cass. If there are OBM buildings of this occupancy case in this cell, the code generates the corresponding HDF5 file. Buildings are sub-grouped within the cell file per administrative unit. For Res, Com, Ind, the code retrieves the corresponding distribution of SERA classes (if SERA is defined for the cell), and narrows it down based on the number of storeys if available. + +The output of this code is the OBM Buildings HDF5 Files. Each HDF5 file corresponds to one particular cell and one particular occupancy case (Res, Com, Ind, Oth). The file is not created if there are no OBM buildings for a particular cell and occupancy case. The structure of the files is: + +![SERA_metadata_HDF5](Images/structure_hdf5_files_OBM.png) + +The attributes `lon` and `lat` correspond to the centroid of the building. The `area` is the area of the footprint, retrieved from the `way_area` field of the OBM database. The occupancy string is retrieved from the `gem_occupancy` field of the OBM database. + +If the building is classified as "Oth", then no SERA-dependent administrative unit can be assigned to the building and only the `country_iso_2` string is used in the HDF5 file. This can happen as well for Res, Com or Ind buildings whose centroids fall outside of the boundaries of the administrative units according to the available boundary shapefiles. + +When the number of storeys is not available (=UNK), the proportions of SERA building classes assigned to the building are exactly those from SERA associated with this cell ID and administrative unit. When the number of storeys is available, only those SERA classes compatible with the number of storeys are retained. Important observations/decisions: +- Cases have been identified in which the number of storeys in OBM was zero. Such cases are taken as equivalent to unknown. However, the code still writes “0” in the HDF5 file. +- Cases have been identified in which the number of storeys in OBM was not an integer. For this reason, the ceiling of the float is taken as the number of storeys, so that, for example, 4.5 gets interpreted as 5 storeys. This is, a priori, a conservative assumption, as buildings with larger number of storeys tend to be more vulnerable. However, this may not always be the case, as it may lead to narrowing down the possible building classes in a way that leads to lower vulnerability (e.g. if assuming 5 storeys leads only to well-designed reinforced concrete buildings but assuming 4 storeys would lead to considering concrete buildings designed only for gravitational loads too). +- Cases have been identified in which the number of storeys in OBM led to no SERA building class being eligible. In those cases, no classes are assigned and the building is treated as “OBM without SERA classes”, which means that it is not included in the GDE export for OpenQuake. When this occurs, the flag `Sto_SERA_inconsist_criterion` is set to True to indicate that there is an inconsistency between the number of storeys reported in OBM and the classes defined in the SERA model (otherwise the flag is False). This approach might be changed in the future, for example, by assigning the classes with the closest number of storeys or similar strategies. + + +# GDE_gather_SERA_and_OBM.py + +## Configurable parameters: + +The parameters that need to be specified under the `GDE_gather_SERA_and_OBM` section of the configuration file are: + +- version_of_SERA_metadata = string that defines the version of the SERA model. The code will seek for the file "Europe_SERA_metadata_v_"+version_of_SERA_metadata+".hdf5". +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- print_screen_during_run = if True, messages will be printed while running the code (useful for debugging). +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. + +## What the code does: + +This code goes by cell (list of cells as specified in the configuration file under `Cells to Process`), combining the OBM buildings with the expected buildings from the SERA model distributed to the cells according to the selected criterion (`sera_disaggregation_to_consider`). + +The main logic behind this code is: + +- Num_bdgs_Total = Num_bdgs_OBM + N_bdgs_LeftOver +- Num_bdgs_SERA = from the SERA model, completely independent from OBM +- If cell is incomplete: + - N_bdgs_LeftOver = max\[0, Num_bdgs_SERA - Num_bdgs_OBM\] +- If cell is complete: + - N_bdgs_LeftOver = 0 + - Num_bdgs_Total = Num_bdgs_OBM + +The output is: + +- a series of CSV files that serve as input for damage/risk calculations to be run in OpenQuake; +- a CSV file that summarises results per cell and contains the geometry of the cells so that it can all be visualised with a GIS; +- a CSV file that summarises results per adminstrative unit and contains the geometry of the administrative boundaries so that it can all be visualised with a GIS; +- a series of HDF5 files (one per cell) that contain the final GDE model (the "GDE tiles"). + +The completeness status of the cells is retrieved from a CSV file. The code then goes by cell and, within each cell, by occupancy case (Res, Com, Ind, Oth). A dictionary is created and filled for each cell containing the final values of the cell, which are dumped in the by-cell visual output CSV file incrementally (each row corresponds to a cell and is written at the end of the loop dealing with that cell). Another dictionary is created outside of the main loop and is used to store information per administrative unit, which can only be dumped to an output file once the code has finished running all of the cells involved (by-admin unit visual output CSV). The administrative units are not predefined, they are automatically retrieved from the cell information. Apart from these two visual output CSV files, the code generates CSV exposure input files in the OpenQuake (OQ) format. + +The code starts by retrieving the OBM buildings associated with a cell and occupancy case from the OBM HDF5 files. These OBM buildings include those that can be classified according to SERA building classes and those that cannot (due to, for example, their centroid falling outside of an administrative unit where the SERA model is defined). If there are OBM buildings with SERA classes, these are appended to the corresponding OQ input CSV file. OBM buildings without SERA classes cannot be appended to the OQ input file because no value or number of people can be assigned to them. + +Then the code moves on to retrieving the SERA buildings associated with a cell and occupancy case from the SERA HDF5 files. These data are represented by a series of arrays (one for each parameter: number of buildings, number of dwellings, number of people and cost) in which each row is a building class and each column is an administrative unit (variables `sera_num_bdgs_per_class_and_adm_unit`, etc). + +The function `cn_gral.disaggregate_OBM_by_class_and_adm_unit_main` is then called to classify the OBM buildings retrieved earlier by country_adminID and building class, following the format of the SERA data just described, with the ultimate purpose of being able to compare the number of OBM buildings against the number of SERA buildings. The output consists of four arrays (buildings, dwellings, people, costs), in which each row corresponds to a building class and each column corresponds to a country_adminID. The list of building classes and country_adminIDs from the SERA data are provided as input to the functions. The "normal" case is that in which we have OBM buildings that can be classified into building classes and we have SERA classifications as well. However, for completeness, the following cases have been considered too: +- The length of the lists of SERA administrative units and building classes is null (i.e. SERA not defined for this cell) but there are OBM buildings with building classes: in this case, the lists of classes and country_adminIDs to use are determined from those present in the OBM DataFrame. +- There are classes and/or country_adminIDs in the OBM DataFrame that are not in the lists of SERA administrative units and building classes: in this case, the classes and/or country_adminIDs from the OBM DataFrame are added to the lists and all are considered. + +These cases should not occur, because right now the only possible classification of OBM buildings comes from SERA. This means that if the OBM DataFrame has buildings, their classes should be SERA classes and their country_adminIDs should match those of SERA too. Other classifications might be incorporated into the model in the future. The matter of cells intersected by boundaries between countries for which different external aggregated models are used has not yet been explicitly considered, though having coded the functions as generic as possible should make it relatively straightforward. + +Before moving on to further calculations, the code checks if the cell has been assigned a completeness code equal to 5, which means “irrelevant (water)”, but there are OBM buildings in the cell. If this occurs, the cell is later on treated as incomplete and a completeness value of 999 is assigned to it in the by-cell visual output file. + +If the cell is complete (completeness code =1), the building stock of the cell is taken as the OBM buildings only. If the cell is incomplete, a number of “left-over” buildings is calculated as the difference between the number of SERA buildings and the number of OBM buildings. If the number of OBM buildings is larger than that of SERA buildings, the number of left-over buildings is zero. These calculations are carried out per administrative unit within the cell, hence the need to classify both OBM and SERA data per administrative unit. Only the number of left-over buildings is calculated in this way, not the number of dwellings, people or costs, as the totals of these parameters are not directly proportional and depend on the distribution of building classes. The number of left-over buildings are assigned the SERA distribution of building classes, irrespective of the building classes of the OBM buildings. This means, for example, that if according to SERA there should be 100 buildings in the cell-administrative unit, of which 25 are made of wood, 60 are reinforced concrete and 15 are steel, and according to the narrowing down of classes (based on the number of storeys), there are 20 steel buildings, 10 reinforced concrete ones and 5 wood ones, the number of left-over buildings is 100 – (20+10+5) = 65, of which 16.25 will be assigned the wood class, 39.0 will be assigned the reinforced concrete class and 9.75 will be assigned the steel class. As a result, the total number of buildings per class in the cell will be (5+16.25=) 21.25 wood, (10+39=) 49 reinforced concrete and (20+9.75=) 29.75 steel ones. This decision clearly has the potential to change the proportion of building classes with respect to that indicated in the SERA model. + +If there are any left-over buildings, these are appended to the corresponding OQ input CSV file. The total number of buildings, dwellings, people and cost are then calculated as the summation of the OBM buildings and the left-over buildings. If the number of OBM buildings with SERA classes is different from the total number of OBM buildings, then the total number of buildings reflects both OBM building with and without SERA classes, but the numbers of dwellings and people as well as the costs include only the OBM buildings with classes, as these values cannot be calculated if building classes are not assigned. Summary results are appended to the by-cell visual output CSV file. + +The **OQ CSV input files** are created separately for OBM buildings and left-over buildings, as well as for each occupancy case, with the simple objective of avoiding having a single very large file. + +In the **GDE visual output files by cell**, each row is a grid cell. It contains the following columns: +- cell_id, geometry, completeness +- P_XXX_B: results of interest, where: + - B: kind of buildings. It can be: + - OBM_with_classes: OBM buildings that can be classified according to SERA building classes + - OBM: all OBM buildings, including those that can be classified according to SERA building classes and those that cannot + - SERA: buildings as per in the SERA model, independent from OBM + - LeftOver: buildings resulting from subtracting the OBM buildings from the SERA buildings when the cell is incomplete (there are zero LeftOver buildings when the cell is complete) + - Total: all OBM plus LeftOver buildings + - P: parameter. It can be: + - number: number of buildings + - num_dwells: number of dwellings + - structural: cost + - night: people + - XXX: Res, Com, Ind, Oth (Oth only when P=number of buildings) + +In the **GDE visual output files by administrative unit**, each row is a country_adminID. This includes both standard administrative units (e.g. “GR_3514603”) and generic country codes (e.g. “GR”), which arise when OBM buildings need to be classified but they are located where SERA is not defined. It contains the following columns: +- country_admin_id, geometry +- P_XXX_B: results of interest, where: + - B: kind of buildings. It can be: + - OBM_with_classes: OBM buildings that can be classified according to SERA building classes + - OBM: all OBM buildings, including those that can be classified according to SERA building classes and those that cannot + - SERA: buildings as per in the SERA model, independent from OBM + - LeftOver: buildings resulting from subtracting the OBM buildings from the SERA buildings when the cell is incomplete (there are zero LeftOver buildings when the cell is complete) + - Total: all OBM plus LeftOver buildings + - P: parameter. It can be: + - number: number of buildings + - num_dwells: number of dwellings + - structural: cost + - night: people + - XXX: Res, Com, Ind + +The structure of the **GDE tiles HDF5 files** is illustrated in the figure below. The different colours make reference to the specific functions that fill in a particular part of the file, as per the legend in the bottom right corner. Notes in colour with the legend "if did not exist" imply that the particular sub-group/data array/attribute might be created by more than one of the functions, depending on the actual content of the cell (whether there are OBM buildings or not, whether the cell belongs to more than one administrative unit and SERA/OBM buildings are in some but not all units, etc). + +![SERA_metadata_HDF5](Images/structure_GDE_tiles_and_code_that_generates_them.png) + +*Notes to the figure:* +*N1: Functions called from GDE_TOOLS_access_OBM_HDF.py > retrieve_OBM_buildings_in_cell_from_hdf5()* +*N2: Functions called from GDE_gather_SERA_and_OBM.py.* + +The first sub-group level is the occupancy case: Res, Com, Ind, Oth. Within each of these, the second sub-group level is the administrative units. One of these sub-groups will be "Total" and will gather the total for the whole cell, i.e. the summation of the individual administrative units. Within each administrative unit (and "Total") there are two sub-groups, "GDE_bdgs" and "LeftOver". Within the former there is one sub-group per GDE building, identified by its OSM ID. Each GDE building and "LeftOver" subgroup contains the same four datasets (all of the same length, 1D): + +- SERA_classes: array of building classes associated with the GDE building / Left-Over buildings +- SERA_vals: array of probability (if GDE building) or proportion (if Left-Over buildings) of the building/buildings associated with each of the building classes listed in SERA_classes +- SERA_Cost_per_Bdg: the total cost per building of each of the building classes listed in SERA_classes +- SERA_Ppl_per_Bdg: the number of people per building of each of the building classes listed in SERA_classes + +Attributes are used at different sub-group levels to summarise total values. Names associated with GDE and Left-Over buildings are different from each other when referring to costs and people to indicate that the value given for GDE buildings results from a weighted average of all possible building costs associated with each potential building class the building might belong too, obtained considering the probability of each class. + +# References +- *SERA exposure model*: Crowley, H., V. Despotaki, D. Rodrigues, V. Silva, D. Toma-Danila, E. Riga, A. Karatzetzou, S. Fotopoulou, Z. Zugic, L. Sousa and S. Ozcebe (2020). Exposure model for European seismic risk assessment. Earthquake Spectra, 36(1_suppl), pp.252-273. https://eu-risk.eucentre.it/exposure/ +- *OpenQuake*: Pagani, M., D. Monelli, G. Weatherill, L. Danciu, H. Crowley, V. Silva, P. Henshaw, L. Butler, M. Nastasi, L. Panzeri and M. Simionato (2014). OpenQuake engine: An open hazard (and risk) software for the global earthquake model. 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zjf>Ys!}|#myyEvq<(yYPT5^=+8>YB10Pp}}Zs};m+=OiOjMj6c0s1l2V4e2b9Na~f zh>DV19hsWa*a5$!nO^r2KB7w2)OkGOEo#YdY!l`Mmb$!VM{)2fO76~D+u+#iinh-7 zV)gb)Qz&Yc5tWreE6uu7tgCTtV3E9H?*6+IpOGG62ynw*H{uMeQDeJh5jooVC0+LH zyP6IeL@}(s=a=5Bx$(8DXu{<=1-jf5!5VhnNkE~osFhUwG;a_PaFx_MuMgeis^0!e zS(~;Oageley4NbNPFk<;aOH$e1k>)lQ6g{n=HRql#rh2f1xumGuJ7Pc9@~ z6EBrAGbh^t{G$95*eG6-vK4Y11`eL^bV4P72Y0(31D5yyIL`4$pyYUCZm#RvCQ^6hu&}@3EdpVf<3W zT&`8mSqb8m4FX^bgbVgf?qDdF%b9W;lgpZ#jAAxF0bm^{@5pZ>*#77Oz|gAz7*LS` z*O3BrAFOi-mgH`XrG72dDKh>7(ANadJcP|Zj~D%Qod7{^1%fDxa{Yb28)%b1R8xW6 KD!zID@qYof9tXt$ literal 0 HcmV?d00001 -- GitLab From c3259987397da252a882547ac650e4d635dfce50 Mon Sep 17 00:00:00 2001 From: Cecilia Nievas Date: Wed, 11 Nov 2020 12:12:20 +0100 Subject: [PATCH 2/6] Reordered references in alphabetical order in 04_Core_Scripts.md --- docs/04_Core_Scripts.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/04_Core_Scripts.md b/docs/04_Core_Scripts.md index 5ad2956..1d22cd0 100644 --- a/docs/04_Core_Scripts.md +++ b/docs/04_Core_Scripts.md @@ -222,7 +222,7 @@ This script processes the OBM buildings and assigns them building structural cla The output of this code is the OBM Buildings HDF5 Files. Each HDF5 file corresponds to one particular cell and one particular occupancy case (Res, Com, Ind, Oth). The file is not created if there are no OBM buildings for a particular cell and occupancy case. The structure of the files is: -![SERA_metadata_HDF5](Images/structure_hdf5_files_OBM.png) + The attributes `lon` and `lat` correspond to the centroid of the building. The `area` is the area of the footprint, retrieved from the `way_area` field of the OBM database. The occupancy string is retrieved from the `gem_occupancy` field of the OBM database. @@ -336,8 +336,7 @@ The first sub-group level is the occupancy case: Res, Com, Ind, Oth. Within each Attributes are used at different sub-group levels to summarise total values. Names associated with GDE and Left-Over buildings are different from each other when referring to costs and people to indicate that the value given for GDE buildings results from a weighted average of all possible building costs associated with each potential building class the building might belong too, obtained considering the probability of each class. # References -- *SERA exposure model*: Crowley, H., V. Despotaki, D. Rodrigues, V. Silva, D. Toma-Danila, E. Riga, A. Karatzetzou, S. Fotopoulou, Z. Zugic, L. Sousa and S. Ozcebe (2020). Exposure model for European seismic risk assessment. Earthquake Spectra, 36(1_suppl), pp.252-273. https://eu-risk.eucentre.it/exposure/ - *OpenQuake*: Pagani, M., D. Monelli, G. Weatherill, L. Danciu, H. Crowley, V. Silva, P. Henshaw, L. Butler, M. Nastasi, L. Panzeri and M. Simionato (2014). OpenQuake engine: An open hazard (and risk) software for the global earthquake model. Seismological Research Letters 85(3), 692-702. https://github.com/gem/oq-engine - +- *SERA exposure model*: Crowley, H., V. Despotaki, D. Rodrigues, V. Silva, D. Toma-Danila, E. Riga, A. Karatzetzou, S. Fotopoulou, Z. Zugic, L. Sousa and S. Ozcebe (2020). Exposure model for European seismic risk assessment. Earthquake Spectra, 36(1_suppl), pp.252-273. https://eu-risk.eucentre.it/exposure/ -- GitLab From 2caca66db69b5b763f4625e07ddf7ba11991c2b0 Mon Sep 17 00:00:00 2001 From: Cecilia Nievas Date: Wed, 11 Nov 2020 12:16:04 +0100 Subject: [PATCH 3/6] Adjusting size of images in 04_Core_Scripts.md --- docs/04_Core_Scripts.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/04_Core_Scripts.md b/docs/04_Core_Scripts.md index 1d22cd0..6a35d7a 100644 --- a/docs/04_Core_Scripts.md +++ b/docs/04_Core_Scripts.md @@ -37,7 +37,7 @@ The parameter that needs to be specified under the `SERA_create_HDF5_metadata` s This code creates the SERA HDF5 metadata file, which has the following structure: -![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_metadata.png) + The `Admin_Levels` sub-group contains three attributes (Res, Com, Ind), each of which is an integer. This indicates the administrative level at which the SERA model is defined for that country and occupancy type. @@ -141,11 +141,11 @@ The output of this code is two kinds of HDF5 files: The structure of the SERA HDF5 cell files is the following: -![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_cells_general.png) + One file is created for each of the three occupancy types (Res, Com, Ind) (and per `sera_disaggregation_to_consider`). Within each file there is a sub-group for each cell. Each cell is then subdivided into the administrative units associated with it, but contains as well an overall summary under "Total". The arrays contained in each of these subgroups are the following: -![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_cells_arrays.png) + Each row in the three arrays corresponds to a specific building class. The string that defines the class is contained in `SERA_classes`. `SERA_vals` indicates the proportion in which each class is present in the overal building stock of the cell. The `SERA_subclasses` array, which only exists in the "Total" subgroup, specifies the proportion in which the total number of buildings of each class are present in each of the administrative units. This allows for the contents of the individual administrative units to be reconstructed just from the "Total" subgroup. @@ -154,11 +154,11 @@ If, when running the code, the `cell ID` and `country_admin_ID` subgroups alread The structure of the SERA HDF5 buildings files is the following: -![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_bdg_classes_general.png) + One file is created for each of the three occupancy types (Res, Com, Ind). Within each file there is a sub-group for each building class. The structure of the `Locations` and `Parameters` arrays within each building class is: -![SERA_metadata_HDF5](Images/structure_hdf5_files_SERA_bdg_classes_arrays.png) + Each row of `Locations` makes reference to an administrative unit of a country, and corresponds to each row of `Parameters`. Each column of the latter indicate parameters of relevance for each building class. @@ -222,7 +222,7 @@ This script processes the OBM buildings and assigns them building structural cla The output of this code is the OBM Buildings HDF5 Files. Each HDF5 file corresponds to one particular cell and one particular occupancy case (Res, Com, Ind, Oth). The file is not created if there are no OBM buildings for a particular cell and occupancy case. The structure of the files is: - + The attributes `lon` and `lat` correspond to the centroid of the building. The `area` is the area of the footprint, retrieved from the `way_area` field of the OBM database. The occupancy string is retrieved from the `gem_occupancy` field of the OBM database. -- GitLab From 145115c5103479f69c444af80143cb9d70c15ec3 Mon Sep 17 00:00:00 2001 From: Cecilia Nievas Date: Wed, 11 Nov 2020 12:19:32 +0100 Subject: [PATCH 4/6] Adjusting size of images in 04_Core_Scripts.md --- docs/04_Core_Scripts.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/04_Core_Scripts.md b/docs/04_Core_Scripts.md index 6a35d7a..b3ef73e 100644 --- a/docs/04_Core_Scripts.md +++ b/docs/04_Core_Scripts.md @@ -320,7 +320,7 @@ In the **GDE visual output files by administrative unit**, each row is a country The structure of the **GDE tiles HDF5 files** is illustrated in the figure below. The different colours make reference to the specific functions that fill in a particular part of the file, as per the legend in the bottom right corner. Notes in colour with the legend "if did not exist" imply that the particular sub-group/data array/attribute might be created by more than one of the functions, depending on the actual content of the cell (whether there are OBM buildings or not, whether the cell belongs to more than one administrative unit and SERA/OBM buildings are in some but not all units, etc). -![SERA_metadata_HDF5](Images/structure_GDE_tiles_and_code_that_generates_them.png) + *Notes to the figure:* *N1: Functions called from GDE_TOOLS_access_OBM_HDF.py > retrieve_OBM_buildings_in_cell_from_hdf5()* -- GitLab From e6ae396b29300a98ed95588141a29541aa7c9a8b Mon Sep 17 00:00:00 2001 From: Cecilia Nievas Date: Wed, 11 Nov 2020 16:30:52 +0100 Subject: [PATCH 5/6] Added docs 05_Testing_Scripts and 06_Important_Definitions --- docs/05_Testing_Scripts.md | 177 +++++++++++++++++++++++++++++++ docs/06_Important_Definitions.md | 12 +++ 2 files changed, 189 insertions(+) create mode 100644 docs/05_Testing_Scripts.md create mode 100644 docs/06_Important_Definitions.md diff --git a/docs/05_Testing_Scripts.md b/docs/05_Testing_Scripts.md new file mode 100644 index 0000000..85a749e --- /dev/null +++ b/docs/05_Testing_Scripts.md @@ -0,0 +1,177 @@ +# General + +For each core script, the enumerated configurable parameters are those that are specific to that script, i.e. defined in the configuration file under a subtitle that matches the name of the file. General parameters are not explained herein but in `03_Config_File.md`. + + +# SERA_testing_rebuilding_exposure_from_cells_alternative_01.py + +## Configurable parameters: + +The parameters that need to be specified under the `SERA_testing_rebuilding_exposure_from_cells_alternative_01` section of the configuration file are: + +- countries = Countries to process. If more than one, separate with comma and space. +- admin_ids_to_ignore = 1110101. Within those countries, do not process admin units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. + +## What the code does: + +This code rebuilds the SERA model from the SERA-on-a-grid model resulting from running `SERA_distributing_exposure_to_cells.py`, and checks that the rebuilt model is the same as the original SERA model. + +For a particular country and occupancy case (Res, Com, Ind), this code goes by administrative unit. The list of administrative units is retrieved from the PSQL tiles database. Firstly, the total number of buildings, dwellings, people and costs is retrieved from the full SERA files, which are read as Pandas DataFrames. Secondly, the code determines the list of cell IDs associated with this administrative unit of this country and goes cell by cell. For each cell, the total number of buildings, dwellings, and people is determined in two alternative ways: (i) by reading the total for that particular intersection of cell and country_admin_ID (i.e. the attributes of the country_admin_ID subgroup in the HDF5 files), and (ii) by deriving them from the values of dwellings/building and people/dwelling, as well as by converting the total number of buildings into number of buildings per building class. The total cost of all buildings in the administrative unit are derived from the values of dwellings/building, area/dwelling and cost/area. + +The components of the HDF5 files being retrieved in this test are: +- The attributes `Num_Bdgs`, `Num_Dwells` and `Num_Ppl` of the `country_admin_ID` subgroups of a cell group in the grid cells HDF5 file. +- The `SERA_classes` and `SERA_vals` datasets of the `country_admin_ID` subgroups of a cell group in the grid cells HDF5 file. +- The `Locations` and `Parameters` datasets of each taxonomy group in the building classes HDF5 file. + +The output of this code (per occupancy case and per country) is: +- A CSV file in which each row is an administrative unit. The columns compare the number of buildings, dwellings, people and cost in the original SERA files and resulting from rebuilding the model from the HDF5 files generated by `SERA_distributing_exposure_to_cells.py`. The rebuilt model is correct when the values in the difference columns are zero. The columns are: + - admin_id + - CSV_bdgs: number of buildings stemming from the original SERA CSV files. + - HDF_bdgs: number of buildings stemming from the `Num_Bdgs` of the `country_admin_ID` subgroups in the grid cells HDF5 file. + - HDF_derived_bdgs: number of buildings calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_bdgs: CSV_bdgs - HDF_bdgs (i.e., SERA - rebuilt). + - diff_bdgs_derived: CSV_bdgs - HDF_derived_bdgs (i.e., SERA - rebuilt). + - CSV_dwells: number of dwellings stemming from the original SERA CSV files. + - HDF_dwells: number of dwellings stemming from the `Num_Dwells` of the `country_admin_ID` subgroups in the grid cells HDF5 file. + - DF_derived_dwells: number of dwellings calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_dwells: CSV_dwells - HDF_dwells (i.e., SERA - rebuilt). + - diff_dwells_derived: CSV_dwells - DF_derived_dwells (i.e., SERA - rebuilt). + - CSV_ppl: number of people stemming from the original SERA CSV files. + - HDF_ppl: number of people stemming from the `Num_Ppl` of the `country_admin_ID` subgroups in the grid cells HDF5 file. + - HDF_derived_ppl: number of people calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_ppl: CSV_ppl - HDF_ppl (i.e., SERA - rebuilt). + - diff_ppl_derived: CSV_ppl - HDF_derived_ppl (i.e., SERA - rebuilt). + - CSV_cost: cost stemming from the original SERA CSV files. + - HDF_derived_cost: cost calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_cost_derived: CSV_cost - HDF_derived_cost (i.e., SERA - rebuilt). +- A TXT file summarising the total values for the whole country. The rebuilt model is correct when these total values are the same. The summarised values are: + - Total number of buildings from SERA CSV files. + - Total number of buildings from cells summation. + - Total number of dwellings from SERA CSV files. + - Total number of dwellings from cells summation. + - Total number of people from SERA CSV files. + - Total number of people from cells summation. + - Total cost of buildings from SERA CSV files. + - Total cost of buildings from cells summation. + +When reading the output CSV files, it should be noted that the difference columns need to be interpreted in relation with the magnitude of the values they contain. It is common for the costs to result in non-zero differences which, compared against the actual cost, represent very small percentages. These differences are not only related to floating point precision matters when running the code but also to the precision to which numbers are calculated and round up in the original SERA model. + +The summary TXT file refers to the whole country. If only part of the country has been proccessed with `SERA_distributing_exposure_to_cells.py`, the totals will not match and will need to be interpreted in light of independent knowledge on what is to be expected for the administrative units that have been processed. + + +# SERA_testing_rebuilding_exposure_from_cells_alternative_02.py + +## Configurable parameters: + +The parameters that need to be specified under the `SERA_testing_rebuilding_exposure_from_cells_alternative_02` section of the configuration file are: + +- countries = Countries to process. If more than one, separate with comma and space. +- min_grid_cell_id = Cell IDs with numbers below this one will be ignored (useful while running pieces of countries and not whole countries). Leave empty if no constraint applies. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. + +## What the code does: + +This code rebuilds the SERA model from the SERA-on-a-grid model resulting from running `SERA_distributing_exposure_to_cells.py`, and checks that the rebuilt model is the same as the original SERA model. + +For a particular country and occupancy case (Res, Com, Ind), this code goes by cell associated with the country. The list of cell IDs is retrieved from the PSQL tiles database. For each cell, the total number of buildings (from the `Total` subgroup of a cell group) is transformed into number of buildings per class and per country_admin_ID by means of the proportions associated with each building class (the `SERA_classes` and `SERA_vals` datasets) and the proportion of buildings of each class within each country_admin_ID (the `SERA_subclasses` dataset of `Total`). Then the code goes by building class listed in `SERA_classes` and, within each class, by country_admin_ID involved. It retrieves the values of dwellings/building, people/dwelling, area/dwelling and cost/area from the building classes HDF5 file for a particular class at a particular country_admin_ID. In this way, the total number of dwellings, people and costs associated with each building class within each country_admin_ID are determined. The subtotals per country_admin_ID are then collected in arrays that keep on adding administrative unit IDs as more units get encountered. Once all cells have been assessed, results are collected per administrative unit, and compared against the total number of buildings, dwellings, people and costs per administrative unit retrieved from the SERA full files, which are read as Pandas DataFrames. + +The components of the HDF5 files being retrieved in this test are: +- The attribute `Num_Bdgs` of the `Total` subgroup of a cell group in the grid cells HDF5 file. +- The `SERA_classes`, `SERA_vals` and `SERA_subclasses` of the datasets of the country_admin_ID subgroups of a cell group in the grid cells HDF5 file. +- The `Locations` and `Parameters` datasets of each taxonomy group in the building classes HDF5 file. + +The output of this code (per occupancy case and per country) is: +- A CSV file in which each row is an administrative unit. The columns compare the number of buildings, dwellings, people and cost in the original SERA files and resulting from rebuilding the model from the HDF5 files generated by `SERA_distributing_exposure_to_cells.py`. The rebuilt model is correct when the values in the difference columns are zero. The columns are: + - admin_id + - CSV_bdgs: number of buildings stemming from the original SERA CSV files. + - HDF_bdgs: number of buildings calculated using `SERA_classes`, `SERA_vals`, `SERA_subclasses`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_bdgs: CSV_bdgs - HDF_bdgs (i.e., SERA - rebuilt). + - CSV_dwells: number of dwellings stemming from the original SERA CSV files. + - HDF_dwells: number of dwellings calculated using `SERA_classes`, `SERA_vals`, `SERA_subclasses`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_dwells: CSV_dwells - HDF_dwells (i.e., SERA - rebuilt). + - CSV_ppl: number of people stemming from the original SERA CSV files. + - HDF_ppl: number of people calculated using `SERA_classes`, `SERA_vals`, `SERA_subclasses`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_ppl: CSV_ppl - HDF_ppl (i.e., SERA - rebuilt). + - CSV_cost: cost stemming from the original SERA CSV files. + - HDF_cost: cost calculated using `SERA_classes`, `SERA_vals`, `SERA_subclasses`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_cost: CSV_cost - HDF_cost (i.e., SERA - rebuilt). +- A TXT file summarising the total values for the whole country. The rebuilt model is correct when these total values are the same. The summarised values are: + - Total number of buildings from SERA CSV files. + - Total number of buildings from cells summation. + - Total number of dwellings from SERA CSV files. + - Total number of dwellings from cells summation. + - Total number of people from SERA CSV files. + - Total number of people from cells summation. + - Total cost of buildings from SERA CSV files. + - Total cost of buildings from cells summation. + +When reading the output CSV files, it should be noted that the difference columns need to be interpreted in relation with the magnitude of the values they contain. It is common for the costs to result in non-zero differences which, compared against the actual cost, represent very small percentages. These differences are not only related to floating point precision matters when running the code but also to the precision to which numbers are calculated and round up in the original SERA model. + +The summary TXT file refers to the whole country. If only part of the country has been proccessed with `SERA_distributing_exposure_to_cells.py`, the totals will not match and will need to be interpreted in light of independent knowledge on what is to be expected for the administrative units that have been processed. + + +# SERA_testing_rebuilding_exposure_from_cells_alternative_03.py + +## Configurable parameters: + +The parameters that need to be specified under the `SERA_testing_rebuilding_exposure_from_cells_alternative_03` section of the configuration file are: + +- countries = Countries to process. If more than one, separate with comma and space. +- admin_ids_to_ignore = 1110101. Within those countries, do not process admin units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. + +## What the code does: + +This code rebuilds the SERA model from the SERA-on-a-grid model resulting from running `SERA_distributing_exposure_to_cells.py`, and checks that the rebuilt model is the same as the original SERA model. + +For a particular country and occupancy case (Res, Com, Ind), this code goes by administrative unit. The list of administrative units is retrieved from the PSQL tiles database. For each administrative unit, the SERA model is read directly from the full CSV files, and the repeated taxonomy strings are merged together. At the same time, the model is also reconstructed from the HDF5 files by first determining the list of cell IDs associated with this administrative unit of this country, and then going cell by cell. For each cell, the number of buildings, dwellings, people and cost per `taxonomy*` (see `06_Important_Definitions.md`) is derived from the values of dwellings/building, people/dwelling, area/dwelling and cost/area, as well as by converting the total number of buildings (in the cell) into number of buildings per building class (in that cell). The results for each cell get stacked together to form the results for the whole administrative unit, merging together repeated `taxonomy*` strings. Once these two datasets are constructed (i.e. a DataFrame containing non-repeated taxonomy strings retrieved from the CSV files and another DataFrame containing non-repeated `taxonomy*` strings derived from the HDF5 files), the code goes one by one the taxonomies in the CSV one, identifies the associated cases of `taxonomy*`, and compares the number of buildings, dwellings, people and cost. + +The output CSV file contains this comparison, with each row corresponding to a value of taxonomy in an administrative unit, and columns showing values for each of the two datasets and the difference between them. + +The output of this code (per occupancy case and per country) is: +- A CSV file in which each row is a `taxonomy*` in an administrative unit. The columns compare the number of buildings, dwellings, people and cost in the original SERA files and resulting from rebuilding the model from the HDF5 files generated by `SERA_distributing_exposure_to_cells.py`. The rebuilt model is correct when the values in the difference columns are zero. The columns are: + - admin_id + - CSV_bdgs: number of buildings stemming from the original SERA CSV files. + - HDF_bdgs: number of buildings calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_bdgs: CSV_bdgs - HDF_bdgs (i.e., SERA - rebuilt). + - CSV_dwells: number of dwellings stemming from the original SERA CSV files. + - HDF_dwells: number of dwellings calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_dwells: CSV_dwells - HDF_dwells (i.e., SERA - rebuilt). + - CSV_ppl: number of people stemming from the original SERA CSV files. + - HDF_ppl: number of people calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_ppl: CSV_ppl - HDF_ppl (i.e., SERA - rebuilt). + - CSV_cost: cost stemming from the original SERA CSV files. + - HDF_cost: cost calculated using `SERA_classes`, `SERA_vals`, `Locations` and `Parameters` from the grid cells and building classes HDF5 files. + - diff_cost: CSV_cost - HDF_cost (i.e., SERA - rebuilt). + +When reading the output CSV files, it should be noted that the difference columns need to be interpreted in relation with the magnitude of the values they contain. It is common for the costs to result in non-zero differences which, compared against the actual cost, represent very small percentages. These differences are not only related to floating point precision matters when running the code but also to the precision to which numbers are calculated and round up in the original SERA model. + + +# SERA_testing_compare_visual_output_vs_OQ_input_files.py + +compare the number of buildings, people and cost per cell reported in the OpenQuake input file (generated from the grid) and the visual output CSV. + +# SERA_create_outputs_QGIS_for_checking.py + +create a summary of the parameters mapped (GHS, GPW, Sat, etc) in CSV format to be read with QGIS, enabling a visual check of the results. + +# SERA_testing_mapping_admin_units_to_cells_qualitycontrol.py + +check the areas of the cells mapped for the administrative units for which step 3 was run. + +# GDE_check_consistency.py + +It carries out different consistency checks on the resulting GDE model (see detailed description of this script). + +# GDE_check_OQ_input_files.py + +It prints to screen some summary values of the files and checks that the asset ID values are all unique. + +# GDE_check_tiles_vs_visual_CSVs.py + +It reads the visual CSV output by cell and the corresponding GDE tiles HDF5 files and compares the number of buildings, cost and number of people in each cell according to each of the two. An output CSV file collects the discrepancies found, if any. + diff --git a/docs/06_Important_Definitions.md b/docs/06_Important_Definitions.md new file mode 100644 index 0000000..a4b1f80 --- /dev/null +++ b/docs/06_Important_Definitions.md @@ -0,0 +1,12 @@ +# Taxonomy* + +In the SERA exposure model, the `taxonomy` field contains the string that defines the building class as per the GEM Taxonomy. The (already outdated) preliminary version of the SERA exposure model over which this code was developed required a series of parameters (apart from `taxonomy`) to unequivocally define a building class fully, so that all distinct classes had only one value of the parameters dwellings/building, area/dwelling, people/dwelling and cost/area. This led to the concept of `taxonomy*`, i.e., an extended value of `taxonomy`, including other fields. In the present code, `taxonomy*` is defined in the following way for each occupancy case: +- Res: `taxonomy///settlement_type/occupancy_type/dwell_per_bdg/area_per_dwell` +- Com: `taxonomy///settlement_type/occupancy_type/area_per_dwell` +- Ind: `taxonomy///settlement_type/occupancy_type/cost_per_area` + +The use of triple slash allows to do `taxonomy` = `taxonomy*`.split(‘///’)\[0\]. The HDF5 files generated from the process of distributing the SERA model to the 10-arcsec grid (with `SERA_distributing_exposure_to_cells.py`) store `taxonomy*`. + +This definitions of `taxonomy*` will most likely change in the future. + +Not every country and occupancy case contains the same columns in the SERA full CSV files. The code adds missing columns so as to be able to treat all countries and cases in a homogeneous way. For example, if the `settlement_type` column does not exist, it is added with empty strings. The `taxonomy*` in this case will be something like `taxonomy////occupancy_type…` (note that four slashes are present, the three that go after taxonomy and the one that goes after the empty settlement type). For commercial and industrial exposure, the `dwellings` column does not exist, but it is inferred from the total costs and the intermediate dwelling-dependent variables that 1 building = 1 dwellings in these occupancy cases. Therefore, the `dwellings` column is added with values equal to the `buildings` column. \ No newline at end of file -- GitLab From c481843257856a6fed739b0aaa616598481cf96c Mon Sep 17 00:00:00 2001 From: Cecilia Nievas Date: Fri, 13 Nov 2020 10:51:14 +0100 Subject: [PATCH 6/6] Added docs on testing scripts, tools and references --- GDE_TOOLS_read_SERA.py | 3 +- GDE_check_consistency.py | 2 +- docs/04_Core_Scripts.md | 16 +-- docs/05_Testing_Scripts.md | 117 ++++++++++++++++-- docs/06_Tools.md | 55 ++++++++ ...nitions.md => 07_Important_Definitions.md} | 0 docs/99_References.md | 8 ++ 7 files changed, 173 insertions(+), 28 deletions(-) create mode 100644 docs/06_Tools.md rename docs/{06_Important_Definitions.md => 07_Important_Definitions.md} (100%) create mode 100644 docs/99_References.md diff --git a/GDE_TOOLS_read_SERA.py b/GDE_TOOLS_read_SERA.py index e7e489c..1404a23 100644 --- a/GDE_TOOLS_read_SERA.py +++ b/GDE_TOOLS_read_SERA.py @@ -23,7 +23,8 @@ Section 2.6: Seismic Hazard and Risk Dynamics GDE_TOOLS_read_SERA =================== -Tools used to read the original files of the SERA exposure model. +Tools used to read the original files of the SERA exposure model +and write the SERA HDF5 cell files and the SERA HDF5 buildings files. """ import numpy as np diff --git a/GDE_check_consistency.py b/GDE_check_consistency.py index d174dc2..7ca71b6 100644 --- a/GDE_check_consistency.py +++ b/GDE_check_consistency.py @@ -23,7 +23,7 @@ Section 2.6: Seismic Hazard and Risk Dynamics GDE_check_consistency ===================== -See Quality Control Over the GDE.docx +See docs/05_Testing_Scripts.md. """ import sys import os diff --git a/docs/04_Core_Scripts.md b/docs/04_Core_Scripts.md index b3ef73e..c56c256 100644 --- a/docs/04_Core_Scripts.md +++ b/docs/04_Core_Scripts.md @@ -1,6 +1,6 @@ # General -For each core script, the enumerated configurable parameters are those that are specific to that script, i.e. defined in the configuration file under a subtitle that matches the name of the file. General parameters are not explained herein but in `03_Config_File.md`. +For each core script, the enumerated configurable parameters are those that are specific to that script, i.e. defined in the configuration file under a subtitle that matches the name of the file. General parameters are not explained herein but in `03_Config_File.md` and `GDE_config_file_TEMPLATE.ini`. # OBM_assign_cell_ids_and_adm_ids_to_footprints.py @@ -75,9 +75,6 @@ The input to this code is an HDF5 file with a 10-arcsec grid that is aligned wit The method for selecting the cells to process and associated parameters need to be specified in the configuration file under `Cells to Process`. -The Global Human Settlement (GHS) dataset: -Pesaresi, Martino; Florczyk, Aneta; Schiavina, Marcello; Melchiorri, Michele; Maffenini, Luca (2019): GHS settlement grid, updated and refined REGIO model 2014 in application to GHS-BUILT R2018A and GHS-POP R2019A, multitemporal (1975-1990-2000-2015), R2019A. European Commission, Joint Research Centre (JRC) \[Dataset\] doi:10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218 PID: http://data.europa.eu/89h/42e8be89-54ff-464e-be7b-bf9e64da5218 - # SERA_mapping_admin_units_to_cells_add_GPW.py @@ -187,9 +184,6 @@ One CSV file is created per occupancy case. This code does not create the associ - `` night `` - `` name_X `` (where X is the administrative level associated with this occupancy case and country) -OpenQuake: -Pagani, M., D. Monelli, G. Weatherill, L. Danciu, H. Crowley, V. Silva, P. Henshaw, L. Butler, M. Nastasi, L. Panzeri and M. Simionato (2014). OpenQuake engine: An open hazard (and risk) software for the global earthquake model. Seismological Research Letters 85(3), 692-702. https://github.com/gem/oq-engine - # SERA_create_visual_output_of_grid_model_full_files.py @@ -333,10 +327,4 @@ The first sub-group level is the occupancy case: Res, Com, Ind, Oth. Within each - SERA_Cost_per_Bdg: the total cost per building of each of the building classes listed in SERA_classes - SERA_Ppl_per_Bdg: the number of people per building of each of the building classes listed in SERA_classes -Attributes are used at different sub-group levels to summarise total values. Names associated with GDE and Left-Over buildings are different from each other when referring to costs and people to indicate that the value given for GDE buildings results from a weighted average of all possible building costs associated with each potential building class the building might belong too, obtained considering the probability of each class. - -# References -- *OpenQuake*: Pagani, M., D. Monelli, G. Weatherill, L. Danciu, H. Crowley, V. Silva, P. Henshaw, L. Butler, M. Nastasi, L. Panzeri and M. Simionato (2014). OpenQuake engine: An open hazard (and risk) software for the global earthquake model. Seismological Research Letters 85(3), 692-702. https://github.com/gem/oq-engine -- *SERA exposure model*: Crowley, H., V. Despotaki, D. Rodrigues, V. Silva, D. Toma-Danila, E. Riga, A. Karatzetzou, S. Fotopoulou, Z. Zugic, L. Sousa and S. Ozcebe (2020). Exposure model for European seismic risk assessment. Earthquake Spectra, 36(1_suppl), pp.252-273. https://eu-risk.eucentre.it/exposure/ - - +Attributes are used at different sub-group levels to summarise total values. Names associated with GDE and Left-Over buildings are different from each other when referring to costs and people to indicate that the value given for GDE buildings results from a weighted average of all possible building costs associated with each potential building class the building might belong too, obtained considering the probability of each class. \ No newline at end of file diff --git a/docs/05_Testing_Scripts.md b/docs/05_Testing_Scripts.md index 85a749e..9aee96d 100644 --- a/docs/05_Testing_Scripts.md +++ b/docs/05_Testing_Scripts.md @@ -1,6 +1,6 @@ # General -For each core script, the enumerated configurable parameters are those that are specific to that script, i.e. defined in the configuration file under a subtitle that matches the name of the file. General parameters are not explained herein but in `03_Config_File.md`. +For each core script, the enumerated configurable parameters are those that are specific to that script, i.e. defined in the configuration file under a subtitle that matches the name of the file. General parameters are not explained herein but in `03_Config_File.md` and `GDE_config_file_TEMPLATE.ini`. # SERA_testing_rebuilding_exposure_from_cells_alternative_01.py @@ -10,8 +10,8 @@ For each core script, the enumerated configurable parameters are those that are The parameters that need to be specified under the `SERA_testing_rebuilding_exposure_from_cells_alternative_01` section of the configuration file are: - countries = Countries to process. If more than one, separate with comma and space. -- admin_ids_to_ignore = 1110101. Within those countries, do not process admin units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. -- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- admin_ids_to_ignore = Within those countries, do not process administrative units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter used to distribute the SERA model to the grid. - occupancy_cases = Res, Com, Ind. Occupancy cases to process. ## What the code does: @@ -69,7 +69,7 @@ The parameters that need to be specified under the `SERA_testing_rebuilding_expo - countries = Countries to process. If more than one, separate with comma and space. - min_grid_cell_id = Cell IDs with numbers below this one will be ignored (useful while running pieces of countries and not whole countries). Leave empty if no constraint applies. -- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter used to distribute the SERA model to the grid. - occupancy_cases = Res, Com, Ind. Occupancy cases to process. ## What the code does: @@ -120,8 +120,8 @@ The summary TXT file refers to the whole country. If only part of the country ha The parameters that need to be specified under the `SERA_testing_rebuilding_exposure_from_cells_alternative_03` section of the configuration file are: - countries = Countries to process. If more than one, separate with comma and space. -- admin_ids_to_ignore = 1110101. Within those countries, do not process admin units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. -- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter to use to distribute the SERA model to the grid. +- admin_ids_to_ignore = Within those countries, do not process administrative units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter used to distribute the SERA model to the grid. - occupancy_cases = Res, Com, Ind. Occupancy cases to process. ## What the code does: @@ -153,25 +153,118 @@ When reading the output CSV files, it should be noted that the difference column # SERA_testing_compare_visual_output_vs_OQ_input_files.py -compare the number of buildings, people and cost per cell reported in the OpenQuake input file (generated from the grid) and the visual output CSV. +## Configurable parameters: + +The parameters that need to be specified under the `SERA_testing_compare_visual_output_vs_OQ_input_files` section of the configuration file are: + +- country = Country to process (just one). +- admin_ids_to_ignore = Within those countries, do not process administrative units specified under this parameter. This is useful for running parts of countries only, it can be empty or ignored too. +- sera_disaggregation_to_consider = area, gpw_2015_pop, ghs, sat_27f or sat_27f_model. Select the parameter used to distribute the SERA model to the grid. +- occupancy_case = Res, Com or Ind. Indicate the occupancy case to run. +- visual_output_filename = filename of the visual output CSV file that will be checked (including .csv extension). + +## What the code does: + +This code compares the total number of buildings, people and cost per cell stemming from the CSV files for OpenQuake (i.e. the files generated with `SERA_create_OQ_input_files.py`) and from the visual output CSV (i.e. the file generated with `SERA_create_visual_output_of_grid_model_full_files.py`). The code goes one by one the points (lon-lat pairs) in the OQ input file, gathers the totals and compares them with those in the visual output CSV file (the connection is made via the grid tools, which determine the cell ID from the lon-lat pairs). This means that if the visual output file covers areas that the OQ input file does not, no warning is raised because such areas are left unexplored. + # SERA_create_outputs_QGIS_for_checking.py -create a summary of the parameters mapped (GHS, GPW, Sat, etc) in CSV format to be read with QGIS, enabling a visual check of the results. +## Configurable parameters: + +The parameter that needs to be specified under the `SERA_create_outputs_QGIS_for_checking` section of the configuration file is: + +- country = Country to process (just one). + +## What the code does: + +This code gathers the values of area, population (from GPW) and built-up area (from GHS, Sat and Sat-Mod) and creates an output CSV with geometry defined as Well-Known-Text that can be loaded to QGIS. This allows to compare manually in QGIS the values of these parameters in the CSV and the corresponding ones from the original sources. + # SERA_testing_mapping_admin_units_to_cells_qualitycontrol.py -check the areas of the cells mapped for the administrative units for which step 3 was run. +## Configurable parameters: + +The parameters that need to be specified under the `SERA_testing_mapping_admin_units_to_cells_qualitycontrol` section of the configuration file are: + +- country = Country to process (just one). +- tolerance = Tolerance for testing. From looking at results in QGIS it seems we cannot expect precision above the 9th decimal for the area in km2, however, from test runs it seems we could only achieve precision at the 6th decimal place (it is at the m2 level). 1E-6 is a reasonable tolerance. +- number_of_cell_samples = Number of cells to test (not all cells in the country will be tested, it would take very long). 1000 is a reasonable number (in terms of running times). + +## What the code does: + +This code tests the results obtained with `SERA_mapping_admin_units_to_cells.py`. The tests are two: +- checking whether the areas calculated retrieving each of the three possible occupancies ('Res', 'Com', 'Ind') match with each other +- checking whether the area of the whole cell calculated all together is the same as the sum of the pieces that are being written to the database + +The first check is only relevant when the three occupancy types are defined in the SERA exposure model at the same administrative level. + +Input parameters are: +- test_country +- number of samples (number of cells within that country that will be verified) +- tolerance (for the area in km2) + +This code is limited in scope and might become redundant in the future. + # GDE_check_consistency.py -It carries out different consistency checks on the resulting GDE model (see detailed description of this script). +## Configurable parameters: + +The parameter that needs to be specified under the `GDE_check_consistency` section of the configuration file is: + +- location_var = The GDE visual output files (whose consistency is checked by this code) have names such as GDE_visual_`crit` `location_var`.csv. `location_var` is defined in `GDE_gather_SERA_and_OBM.py` as a function of how the list of cells to process is defined. Examples of `location_var` are "Greece", "Greece_3514802", "bbox_15789632513_15789638934", "arbitrary_15789632513_15789638934", etc. + +## What the code does: + +This code tests the consistency of different aspects of the resulting GDE model (i.e., the outputs of the `GDE_gather_SERA_and_OBM.py`) code. The aspects being checked and the output files in which the results of the checks can be evaluated are: + +- Visual Output by Cell: + 1. Do the total numbers of total OBM buildings classified as Res, Com, Ind, Oth match those in the PSQL database? `check_obm_bdgs.csv` + 2. Do the total numbers of SERA buildings match the total from the SERA CSV files for Attica? `check_sera_cells.csv` + 3. Do the numbers of SERA, OBM, LeftOver, and Total buildings match, considering the completeness status of the cell? `check_leftover_total_cells.txt` + 4. IMPORTANT: It is not possible to check LeftOver = SERA – OBM because this operation is carried out within each administrative unit involved with the cell, not in the cell as a whole. +- Visual Output by Administrative Unit: + 1. Does the number of administrative units match the SERA number of administrative units? `check_sera_CRIT_differences.txt` + 2. Do the total numbers of SERA buildings match the total from the SERA CSV files for Attica? `check_sera_cells.csv` + 3. Do the numbers (buildings, dwellings, people, cost) per administrative unit match the SERA numbers per administrative unit (per Res, Com, Ind)? `check_sera_admin_CRIT.csv` and `check_sera_CRIT_differences.txt`. + 4. Do the total numbers of total OBM buildings classified as Res, Com, Ind, Oth match those in the PSQL database? `check_obm_bdgs.csv` +- Other: + 1. Do the sums of numbers of OBM buildings classified as Res, Com, Ind, Oth in the visual output by administrative unit match those of the visual output by cell? `check_obm_bdgs.csv` + 2. Do the sums of numbers of LeftOver and Total buildings classified as Res, Com, Ind, Oth in the visual output by administrative unit match those of the visual output by cell? `check_leftover_total.csv` and `check_leftover_total_differences.txt` + 3. Do the sums of numbers of LeftOver buildings classified as Res, Com, Ind in the visual outputs match those of the OQ input files (“cellspart”)? `check_obm_leftover_visual_vs_OQ.csv` and `check_obm_leftover_visual_vs_OQ_differences.txt` + 4. Do the sums of numbers of OBM buildings with classes classified as Res, Com, Ind in the visual outputs match those of the OQ input files (“OBMpart”)? `check_obm_leftover_visual_vs_OQ.csv` and `check_obm_leftover_visual_vs_OQ_differences.txt` + +The output files from this code need to be manually analysed to conclude whether the resulting GDE model is consistent with its assumptions. + # GDE_check_OQ_input_files.py -It prints to screen some summary values of the files and checks that the asset ID values are all unique. +## Configurable parameters: + +No specific aparameters for this code. Of the general parameters (see `03_Config_File.md` and `GDE_config_file_TEMPLATE.ini`), it needs "File Paths" and "Available Results". + +## What the code does: + +This code carries out checks on the GDE input files for OpenQuake, generated with `GDE_gather_SERA_and_OBM.py`. It prints to screen some summary values of the files and checks that the asset ID values are all unique. + +The summary values printed to screen need to be interpreted with knowledge on the particular region being scrutinised. + # GDE_check_tiles_vs_visual_CSVs.py -It reads the visual CSV output by cell and the corresponding GDE tiles HDF5 files and compares the number of buildings, cost and number of people in each cell according to each of the two. An output CSV file collects the discrepancies found, if any. +## Configurable parameters: + +The parameters that need to be specified under the `GDE_check_tiles_vs_visual_CSVs` section of the configuration file are: + +- path_GDE_tiles = Path to the GDE tiles HDF5 files to consider (full directory path). +- path_visual_csv = Path to the by-cell visual output CSV file to consider (full file path, including file extension): +- occupancy_cases = Res, Com, Ind. Occupancy cases to process. +- decimal_places_gral = Decimal places tolerance for all parameters except costs. Four (4) decimal places is reasonable. +- decimal_places_costs = Decimal places tolerance for costs, which tend to have larger discrepancies than other parameters. Zero (0) decimal places is reasonable because costs are large in magnitude. + +## What the code does: + +This code reads the visual CSV output by cell and the corresponding GDE tiles HDF5 files and compares the number of buildings, cost and number of people in each cell according to each of the two. An output CSV file collects the discrepancies found, if any. +The code goes through each cell ID in the CSV output and attemps to open the corresponding HDF5 file. It outputs an error if the HDF5 file is not found. The code also reads the list of all HDF5 files in the indicated directory and checks if there are any HDF5 files that are not in the CSV file, writing a warning to the output file if that is the case. \ No newline at end of file diff --git a/docs/06_Tools.md b/docs/06_Tools.md new file mode 100644 index 0000000..fca28b3 --- /dev/null +++ b/docs/06_Tools.md @@ -0,0 +1,55 @@ +# General + +Scripts whose names begin with "GDE_TOOLS" contain functions that are used by the main code. + + +# GDE_TOOLS_read_config_file.py + +Tools used to read and validate the parameters in the configuration file used to run the different scripts that make up the GDE code. + +NOTE: Not all possible consistency checks and verifications are carried out (e.g. not every float is tested to check whether it is a float or not). + + +# GDE_TOOLS_psql.py + +Tools used by the GDE code to access/query/write to the PSQL databases of tiles and OBM buildings. + + +# GDE_TOOLS_world_grid.py + +This code allows to generate the 10-arcsec world grid over which the Global Dynamic Exposure model is generated in this version of the code. Future versions of GDE will use zoom level 18 Quadtiles instead. + +The grid is conceptually defined in the following way: +- The grid spacing is 10 arc-seconds. +- The grid runs from -180.0 through +180.0 in longitude. +- The grid runs from -90.0 through +90.0 in latitude. +- The top-left-most cell (NW) is cell number 0. +- The cell id increases from this first cell to the east, by "row". +- At the end of each row, the cell id "jumps" to the first (westmost) cell of the next row. + + +# GDE_TOOLS_read_SERA.py + +Tools used to read the original files of the SERA exposure model and write the SERA HDF5 cell files and the SERA HDF5 buildings files (when running `SERA_distributing_exposure_to_cells.py`). + + +# GDE_TOOLS_GPW.py + +Tools to load the population and density grids of Gridded Population of the World (GPW) v4.0. The input HDF5 files read by this code have been previously parsed from the original GPW files. + +The Gridded Population of the World (GPW) v4.0 dataset: Center for International Earth Science Information Network-CIESIN-Columbia University (2016) Gridded Population of the World, Version 4 (GPWv4). NASA Socioeconomic Data and Applications Center, Palisades. http://dx.doi.org/10.7927/H4NP22DQ + + +# GDE_TOOLS_access_SERA_HDF.py + +Tools for accessing the SERA HDF5 cell files and the SERA HDF5 buildings files of the parsed SERA model. + + +# GDE_TOOLS_access_OBM_HDF.py + +Tools for accessing the HDF5 files of OBM buildings created when running `OBM_buildings_per_cell.py`. + + +# GDE_TOOLS_general.py + +A variety of tools used by the GDE code. diff --git a/docs/06_Important_Definitions.md b/docs/07_Important_Definitions.md similarity index 100% rename from docs/06_Important_Definitions.md rename to docs/07_Important_Definitions.md diff --git a/docs/99_References.md b/docs/99_References.md new file mode 100644 index 0000000..522bd61 --- /dev/null +++ b/docs/99_References.md @@ -0,0 +1,8 @@ +# References + +- *Global Human Settlement (GHS) dataset*: Pesaresi, M., A. Florczyk, M. Schiavina, M. Melchiorri and L. Maffenini (2019): GHS settlement grid, updated and refined REGIO model 2014 in application to GHS-BUILT R2018A and GHS-POP R2019A, multitemporal (1975-1990-2000-2015), R2019A. European Commission, Joint Research Centre (JRC) \[Dataset\] doi:10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218 PID: http://data.europa.eu/89h/42e8be89-54ff-464e-be7b-bf9e64da5218 +- *Gridded Population of the World (GPW) v4.0 dataset*: Center for International Earth Science Information Network-CIESIN-Columbia University (2016) Gridded Population of the World, Version 4 (GPWv4). NASA Socioeconomic Data and Applications Center, Palisades. http://dx.doi.org/10.7927/H4NP22DQ +- *OpenBuildingMap*: http://www.openbuildingmap.org/ +- *OpenQuake*: Pagani, M., D. Monelli, G. Weatherill, L. Danciu, H. Crowley, V. Silva, P. Henshaw, L. Butler, M. Nastasi, L. Panzeri and M. Simionato (2014). OpenQuake engine: An open hazard (and risk) software for the global earthquake model. Seismological Research Letters 85(3), 692-702. https://github.com/gem/oq-engine +- *OpenStreetMap*: https://www.openstreetmap.org +- *SERA exposure model*: Crowley, H., V. Despotaki, D. Rodrigues, V. Silva, D. Toma-Danila, E. Riga, A. Karatzetzou, S. Fotopoulou, Z. Zugic, L. Sousa and S. Ozcebe (2020). Exposure model for European seismic risk assessment. Earthquake Spectra, 36(1_suppl), pp.252-273. https://eu-risk.eucentre.it/exposure/ \ No newline at end of file -- GitLab