🇨🇴 Colombia Exposure Model

This page provides an overview of the exposure model for Colombia, including national totals, predominant building classes, and subnational distribution.

The exposure model provides an open and harmonised representation of the national building inventory across residential (RES), commercial (COM), and industrial (IND) occupancies, developed within the Global Earthquake Model (GEM) framework.

✨ What’s New in v2026.0.0

• Unified Framework: Consistent modelling approach across datasets

• Standardised Divisions: First-level administrative divisions carefully reviewed and harmonized

• Building Classification: Based on GEM Building Taxonomy v4.0

• Temporal Distribution: Occupant distribution modelled for different times of day

• Reference Year: Building counts, replacement cost and population aligned to 2025

• Spatial Resolution: 0.01 degrees (approximately 1×1 km²) grid disaggregation with building-level representations where available

• Replacement Costs: Derived from multiple AI-driven models combined with expert judgement

• Embodied Carbon: Estimates integrated to support climate impact considerations

• Versatile Application: Framework adaptable to various natural hazards beyond seismic risk

For more information, visit the GEM Global Risk Model documentation site. Spatially disaggregated models are also available and can be accessed by submitting a request through the GEM License Request page.

National summary

The exposure model includes the distribution of buildings, replacement value, exposed population and embodied carbon. The total exposure includes 9.8 million buildings, USD 832.7 billion in replacement cost, and 53.1 million occupants. The figure below shows the spatial distribution of building counts aggregated onto a discrete hexagonal grid at H3 resolution 7.

Figure: Spatial distribution of building counts aggregated onto a discrete hexagonal grid

Table: National exposure model per occupancy class.

COUNTRY	OCCUPANCY	BUILDINGS	OCCUPANTS	REPLACEMENT COST (USD)	BUILT-UP AREA (SQM)	EMBODIED CARBON (TON)
Colombia	COM	0.4 M		79.6 B	0.1 B	68.4 M
Colombia	IND	0.3 M		50.6 B	0.1 B	37.6 M
Colombia	RES	9.1 M	53.1 M	702.5 B	2.0 B	803.0 M

Figure: Contribution of occupancy classes to total national exposure

Building Classes

The exposure model classifies the building stock into a set of representative building classes that capture the predominant construction typologies within the country or region. These classes are defined using the GEM Building Taxonomy v4.0, which provides a standardized framework for grouping buildings with similar structural characteristics. At a minimum, each class is described by attributes such as the primary construction material, lateral load-resisting system, code level, seismic design level, number of stories, and occupancy type; additional attributes may be included where more detailed information is available. Detailed descriptions and illustrations of taxonomy attributes are available in the Glossary tab.

For the complete list of building classes in the country or territory, see Taxonomy summary table. Each building class is linked to a corresponding vulnerability class through a vulnerability mapping, available as Vulnerability_mapping_COL.csv, following the definitions of the GEM Global Vulnerability Model.

Figure: Predominant building classes ranked by their contribution to the national exposure model

The figure below shows the distribution of the exposure model aggregated by MACRO_TAXONOMY, a simplified classification that groups building classes according to their predominant construction material and structural system. The categories are defined as follows: ADO|ST|E (adobe, stone masonry, and earthen construction), CR+ (reinforced concrete designed and constructed in accordance with building code requirements), CR- (reinforced concrete with limited or no code compliance), HYB (hybrid construction combining multiple material classes), MR|MCF (reinforced or confined masonry), MUR (unreinforced masonry), S (steel construction), W (wood, bamboo, wattle-and-daub construction), and OT (other building classes not included in the preceding categories). This aggregation provides a concise overview of the composition of the building stock while preserving the key structural characteristics relevant for seismic risk assessment.

Figure: National distribution of exposure by macro-taxonomy

Subnational summary

The subnational summary aggregates exposure by first administrative level and supports comparison of spatial concentration of assets. The names of the subnational exposure units (first administrative divisions) have been carefully reviewed, harmonized, and are actively maintained by GEM. The source of the administrative boundaries used is available in the metadata section.

Figure: Number of buildings at the first-level administrative units

Figure: Distribution of predominant building classes across first-level administrative units

Source Data

The table below provides source data information for the exposure model components. For information on modelling assumptions, construction practice and building code, visit the GEM Global Risk Model documentation site.

Table: Exposure model metadata including data sources, versions, and references.

COMPONENT	DATA_SOURCES	PUBLISHER	DATA_YEAR	UPDATE_YEAR	ADM_LEVEL	VARIABLES	LICENSE	LINKS	NOTES
RES	Population and Housing Census	Departamento Administrativo Nacional de Estadística	2018	2025.0	4	Population, dwellings, buildings, wall material, floor material, type of dwelling, economical strata		https://microdatos.dane.gov.co/index.php/catalog/643/get-microdata	Models were brought to 2025 by using the country’s latest projections for adm level 2
BOUNDARIES	World Bank	World Bank	2025		1	Administrative divisions at level 1	CC BY 4.0	https://datacatalog.worldbank.org/search/dataset/0038272/world-bank-official-boundaries
OCCUPANTS	Proyecciones de población y estudios demográficos (pped)-Periodo 2018-2042	Departamento Administrativo Nacional de Estadística	2025	2025.0	2	Population for 2025		https://www.dane.gov.co/index.php/estadisticas-por-tema/demografia-y-poblacion/proyecciones-de-poblacion
IND, COM	Directorio Estadístico de Empresas, DEE	Departamento Administrativo Nacional de Estadística	2021	2025.0	2	number of establishments, economical activity macro-micro		https://view.officeapps.live.com/op/view.aspx?src=https%3A%2F%2Fgeoportal.dane.gov.co%2Fdescargas%2Fdirectorio_Est%2FDatosAgregados_DEE.xlsx&wdOrigin=BROWSELINK

Exposure Model Columns

Definitions and descriptions of the columns in the exposure summary tables.

👀 click to see definitions and descriptions

HEADER	DESCRIPTION
ASSET_ID	Unique identifier for an asset, which comprises a group of buildings sharing similar attributes and location
ID_0	ISO3 code for the country
NAME_0	English name for the country
ID_1	ID for the first administrative level, matches either the ID used in the national census or in the administrative division boundary vector files, or both
NAME_1	Name of the first administrative level
ID_i	ID for the “ith” administrative level
NAME_i	Name of the “ith” administrative level
LONGITUDE	Geographical longitude cordinate of the asset location. In general, these locations do not represent building-specific geolocations, they represent points as a result of a spatial disaggregation algorithm (and thus still represent aggregated assets) but at a finer resolution.
LATITUDE	Geographical latitude cordinate of the asset location. In general, these locations do not represent building-specific geolocations, they represent points as a result of a spatial disaggregation algorithm (and thus still represent aggregated assets) but at a finer resolution.
OCCUPANCY	Primary occupancy class (RES: residential; COM: commercial; IND: industrial)
OCCUPANCY_TYPE	Detailed occupancy providing a finer classification within the primary OCCUPANCY class, describing the specific functional use of the structure as defined in the GEM taxonomy (e.g., [RES:1] single dwelling; [COM:3C] hotels and motels; [IND:2] light-industry factories).
SETTLEMENT	Type of settlement (e.g., URBAN, RURAL, SUBURBAN, URBAN_CENTER)
TAXONOMY	Building taxonomy string that is used for mapping vulnerability functions for the asset
TAXONOMY_HAZUS	Building taxonomy string compatible with HAZUS classification
MACRO_TAXONOMY	High-level classification of building types used in the Global Exposure Model for statistical analysis
BUILDINGS	The total number of buildings comprising the asset. A building unit is defined as a permanent, separate, and independent structure designed to serve any activity. For constructions comprising blocks, terraced buildings, or buildings enclosed by common fencing, a building unit refers to the superstructure that is structurally designed to respond independently under seismic loads
DWELLINGS	The total number of dwellings comprising the asset. A dwelling unit is defined as a self-contained residential space within a building designed for habitation by one or more individuals or families. For example, a multi-story residential building is comprised of numerous dwelling units, such as multiple apartments within the same structure. Conversely, in a single-family detached unit, the number of dwelling units and buildings is the same
ESTABLISHMENTS	The total number of establishments comprising the asset. An establishment is defined as a single physical location where economic activities occur (e.g., services or industrial operations). An establishment is often characterized by having a specific address, management, and operational control, distinct from other units of the same company or organization.
OCCUPANTS_TOTAL	The number of residents in each residential asset
OCCUPANTS_DAY	The average number of occupants in each asset during the day-time period
OCCUPANTS_TRANSIT	The average number of occupants in each asset during the transit time period
OCCUPANTS_NIGHT	The average number of occupants in each asset during the night-time period
OCCUPANTS_AVERAGE	The time-averaged number of occupants in each asset (residential, commercial, industrial)
AVG_DWL_AREA_SQM	Floor area of a dwelling unit (sqm)
TOTAL_AREA_SQM	The total floor area comprising the asset (sqm)
COST_PER_AREA_USD	The average building cost (as built) per unit area (in US dollars). It includes the structural and nonstructural components, but not the building contents.
COST_PER_AREA_LOCAL	Idem as COST_PER_AREA_USD but using the local currency
BLDG_REPL_COST_USD	Cost to construct or replace the building components (structural and nonstructural) of the asset. It does not includues the contents.
COST_STRUCTURAL_USD	Cost to construct or replace (as built) in US dollars of structural components in each asset
COST_NONSTRUCTURAL_USD	Cost to construct or replace (as built) in US dollars of nonstructural components in each asset
COST_CONTENTS_USD	Cost to construct or replace (as built) in US dollars of contents in each asset
TOTAL_REPL_COST_USD	Cost to construct or replace the asset with equal quality and construction in US dollars (including the structural, nonstructural components, and building contents)
YEAR	Year of construction or retrofit
CARBON_BUILDINGS_TON	The building replacement embodied carbon in Ton CO2e for the asset, including structural and nonstructural components (no building contents)