Package hazus. February 20, 2015
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1 Package hazus February 20, 2015 Title Damage functions from FEMA's HAZUS software for use in modeling financial losses from natural disasters Damage Functions (DFs), also known as Vulnerability Functions, associate the physical damage to a building or a structure (and also its contents and inventory) from natural disasters to financial damage. The Federal Emergency Management Agency (FEMA) in USA developed several thousand DFs and these serve as a benchmark in natural catastrophe modeling, both in academia and industry. However, these DFs and their documentation are buried within the HAZUS software are not easily accessible for analysis and visualization. This package provides more than 1300 raw DFs used by FEMA's HAZUS software and also functionality to extract and visualize DFs specific to the flood hazard. The vignette included with this package demonstrates its use. Version 0.1 Author <[email protected]> Maintainer <[email protected]> Depends R (>= 3.0.2) Imports reshape2 VignetteBuilder knitr Suggests ggplot2, knitr License GPL (>= 2) LazyData true Collate 'data.r' 'extract_hazus_functions.r' NeedsCompilation no Repository CRAN Date/Publication :35:01 1
2 2 extract_hazus_functions R topics documented: extract_hazus_functions hazus haz_fl_agri haz_fl_bridge haz_fl_depr haz_fl_dept haz_fl_occ haz_fl_velo Index 9 extract_hazus_functions Extract HAZUS damage functions for specified function type Extract HAZUS damage functions for specified function type Usage extract_hazus_functions(func_type = "depth", long_format = TRUE) Arguments func_type long_format Flood damage or depreciation function type. Choose one of depth (depth-damage functions), velocity (velocity-depth-damage functions), ag (damage functions for agriculture, based on duration of flooding), bridge (damage function for bridges based on the severity of the flood) or deprec (depreciation with age). Logical flag to indicate whether raw data is desired or in a format suited for plotting using ggplot2. Damage function data from HAZUS are typically in the wide format. Value data frame, the number of rows and columns depend on the first argument of the function.
3 hazus 3 Examples # depth-damage functions fl_dept <- extract_hazus_functions() # depth-damage functions, raw data only fl_dept <- extract_hazus_functions(long_format = FALSE) # velocity-depth-damage functions fl_velo <- extract_hazus_functions(func_type = "velocity") # agriculture damage functions fl_agri <- extract_hazus_functions(func_type = "ag") # bridge damage functions fl_bridge <- extract_hazus_functions(func_type = "bridge") # depreciation functions fl_depr <- extract_hazus_functions(func_type = "deprec") # columns names of all flood damage functions lapply(ls(pattern = "fl_"), FUN = function(x) colnames(get(x))) # flood occupancy types and description data(haz_fl_occ) head(haz_fl_occ) hazus Damage functions and other utilities from FEMA s HAZUS software for use in modeling financial risk from natural disasters. Damage functions and other utilities from FEMA s HAZUS software for use in modeling financial risk from natural disasters. Damage functions are useful in modeling financial risk from natural disasters. hazus provides the damage functions used by FEMA s HAZUS software. hazus currently provides functionality to extract and visualize damage functions specific to flood hazard. Hurricane and earthquake damage functions would be included in the future. HAZUS, The Federal Emergency Management Agency s (FEMA s) Methodology for Estimating Potential Losses from Disasters,
4 4 haz_fl_agri haz_fl_agri Agriculture damage functions from HAZUS, specific to flood Table D.31 (pg. D-27 of the User Manual) describes the attributes of these damage functions. Data was obtained from the table flagdmgfn in the MS Access Database fldmrsfn found in the HAZUS software package. Data frame with 6 columns and 7300 rows Crop - Name or type of the crop (currently 20 possibilities) FunctionSource - Source of the data (either HAZUS default or from USACE) JulianDay - Day of year (1 to 365) PctCropLoss - Maximum potential percentage crop damage PctLossDuration0_d - 0-Day flood duration damage modifier PctLossDuration3_d - 3-Day flood duration damage modifier PctLossDuration7_days - 7-Day flood duration damage modifier PctLossDuration14_days - 14-Day flood duration damage modifier fema.gov/protecting-our-communities/hazus/hazus-user-technical-manuals
5 haz_fl_bridge 5 haz_fl_bridge Damage functions from HAZUS for highway, railway and light rail bridges, specific to flood Table D.29 (pg. D-24 of the User Manual) describes the attributes of the table. Data was obtained from the table flbridgedmgfn in the MS Access Database fldmrsfn found in the HAZUS software package. Data frame with 45 columns and 8 rows BridgeDmgFnId - Identifier used by HAZUS Occupancy - Bridge-specific occupancy Source - Source of the data (currently only HAZUS default) - Single span or continuous span RP - Percent damage for return period in years fema.gov/protecting-our-communities/hazus/hazus-user-technical-manuals haz_fl_depr Depreciation functions from HAZUS, specfic to flood Table D.5 (pg. D-9 of the User Manual) describes the attributes of the table. Data was obtained from the table fldepfunction in the MS Access Database fldmrsfn found in the HAZUS software package. Data frame with 36 columns and 101 rows
6 6 haz_fl_dept Age - Average age of the structure in years (0 to 100 years) Next 35 columns - Depreciation by age for 35 occupancy classes, where occupancy is defined by haz_fl_occ fema.gov/protecting-our-communities/hazus/hazus-user-technical-manuals haz_fl_dept Depth-damage functions from HAZUS, specific to flood Tables D.28, D.30, D.32 (pg. D-22, D-26 and D-28 of the User Manual) describe the attributes of these tables. Data was obtained from the tables flbldgstructdmgfn, flbldgcontdmgfn, flbldginvdmgfn, flessntstructdmgfn, flessntcontdmgfn, flutilfltydmgfn, flvehicledmgfn, in the MS Access Database fldmrsfn found in the HAZUS software package. Data from the above tables was combined into a single data frame. Data frame with 51 columns and 1260 rows Occupancy - Subclasses within each Occupy_Class (haz_fl_occ) DmgFnId - Identifier used by HAZUS Source - Source identified by HAZUS - from HAZUS Comment - Comments from HAZUS, usually blank Columns beginning with ft - Percent damage at specified flood depth Source_Table - HAZUS table name from which the data was obtained Occupy_Class - Generalized occupancy class (haz_fl_occ), e.g., RES1 and RES2 occupanices were assigned to the RES class. One of - AGR, AUTO, COM, EDU, GOV, IND, Other_Occupy, REL and RES Cover_Class - Coverage class, one of building (Bldg), contents (Cont), inventory (Inv), or other (Other_Cover)
7 haz_fl_occ 7 fema.gov/protecting-our-communities/hazus/hazus-user-technical-manuals. haz_fl_occ Building occupancy classes, specific to flood. Modified from Table 3.1 from HAZUS-MH MR4 Flood Model Technical Manual. Data frame with 5 columns and 33 rows Occupy_Class - Generalized occupancy class, e.g., RES1 and RES2 occupanices were assigned to the RES class. One of - AGR, AUTO, COM, EDU, GOV, IND, Other_Occupy, REL and RES Occupancy - Subclasses within each Occupy_Class Occ_Desc1 - of Occupy_Class Occ_Desc2 - of Occupancy provided by HAZUS SIC_code - SIC (Standard Industrial Classification) code specified by HAZUS fema.gov/protecting-our-communities/hazus/hazus-user-technical-manuals.
8 8 haz_fl_velo haz_fl_velo Velocity-depth-damage functions from HAZUS, specific to flood These functions are specified in HAZUS as empirical equations and indicate whether or not the structure will collapse under a given combination of flood velocity and flood depth. The empirical equations have the form specified below, where the coefficients and exponents are dependent on the velocity and depth thresholds for a given structure type Data frame with 8 columns and 12 rows num_story - Number of stories (1, 2 or 3) coef1 V expo1 + coef2 V + coef3 struc_type - Structure type (wood, masonry, concrete or steel) thresh_d - Depth threshold (ft) used in the above equation thresh_v - Velocity threshold (ft/s) used in the above equation coef1 - Coefficient in the above equation coef2 - Similar to coef1 coef3 - Similar to coef1 expo1 - Exponent in the above equation Obtained from Tables 5.5, 5.6 and 5.7 of the HAZUS-MH MR4 Flood Model Technical Manual, August 2009,
9 Index Topic datasets haz_fl_agri, 4 haz_fl_bridge, 5 haz_fl_depr, 5 haz_fl_dept, 6 haz_fl_occ, 7 haz_fl_velo, 8 extract_hazus_functions, 2 haz_fl_agri, 4 haz_fl_bridge, 5 haz_fl_depr, 5 haz_fl_dept, 6 haz_fl_occ, 6, 7 haz_fl_velo, 8 hazus, 3 hazus-package (hazus), 3 9
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