Bolivia exposure#
This page summarises the exposure model for Bolivia in South America, including national, subnational, and taxonomy-level views.
National summary#
The national exposure profile by occupancy class highlights the distribution of buildings, replacement value, and exposed population.
| BUILDINGS | POPULATION | TOTAL_COST | BUILDINGS_% | POPULATION_% | TOTAL_COST_% | |
|---|---|---|---|---|---|---|
| OCCUPANCY | ||||||
| COM | 135.4K | 0.0M | $15.4B | 3.86% | 0.00% | 15.17% |
| IND | 14.6K | 0.0M | $2.6B | 0.42% | 0.00% | 2.53% |
| RES | 3,360.3K | 12.6M | $83.6B | 95.73% | 100.00% | 82.30% |

Figure: Relative contribution of occupancy classes to total national exposure in Bolivia.

Figure: National exposure distribution by taxonomy classes in Bolivia.

Figure: Building height profile used in the exposure model for Bolivia.
Subnational summary#
The subnational summary aggregates exposure by first administrative level and supports comparison of spatial concentration of assets.
| BUILDINGS | POPULATION | TOTAL_COST | BUILDINGS_% | POPULATION_% | TOTAL_COST_% | |
|---|---|---|---|---|---|---|
| NAME_1 | ||||||
| Santa Cruz | 883.1K | 3,864.6K | $29.1B | 25.16% | 30.72% | 28.66% |
| La Paz | 946.3K | 3,266.1K | $23.5B | 26.96% | 25.96% | 23.13% |
| Cochabamba | 583.5K | 1,967.9K | $15.7B | 16.62% | 15.64% | 15.43% |
| Potosí | 395.6K | 1,297.4K | $10.6B | 11.27% | 10.31% | 10.43% |
| Oruro | 179.9K | 400.4K | $6.0B | 5.12% | 3.18% | 5.92% |
| Chuquisaca | 178.8K | 519.6K | $6.0B | 5.09% | 4.13% | 5.90% |
| Tarija | 156.9K | 571.3K | $5.3B | 4.47% | 4.54% | 5.24% |
| El Beni | 152.6K | 622.3K | $4.3B | 4.35% | 4.95% | 4.27% |
| Pando | 33.7K | 72.1K | $1.0B | 0.96% | 0.57% | 1.03% |

Figure: Subnational distribution of exposure by occupancy class across first-level administrative units.

Figure: Subnational distribution of exposure by taxonomy classes across first-level administrative units.
Taxonomy summary#
The taxonomy summary provides a detailed view of building classes represented in the national exposure model.

Figure: Distribution of exposure by detailed taxonomy classes in Bolivia.
| BUILDINGS | POPULATION | TOTAL_COST | BUILDINGS_% | POPULATION_% | TOTAL_COST_% | |||
|---|---|---|---|---|---|---|---|---|
| MACRO_TAXONOMY | TAXONOMY | OCCUPANCY | ||||||
| MUR | MUR/LWAL/CDN+ERN/H:1/RES | RES | 1,004,679 | 3,703.4K | $26,781.0M | 28.62% | 29.43% | 26.36% |
| ADO|ST|E | MUR+ADO/LWAL/CDN+ERN/H:1/RES | RES | 959,062 | 3,224.0K | $13,451.1M | 27.32% | 25.62% | 13.24% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:1/RES | RES | 230,974 | 852.1K | $9,952.7M | 6.58% | 6.77% | 9.79% |
| MUR | MUR/LWAL/CDN+ERN/H:2/RES | RES | 362,280 | 1,316.4K | $7,276.4M | 10.32% | 10.46% | 7.16% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:2/RES | RES | 76,090 | 546.4K | $6,575.5M | 2.17% | 4.34% | 6.47% |
| W | W+WO/LN/CDN+ERM/H:1/RES | RES | 275,430 | 936.6K | $5,807.4M | 7.85% | 7.44% | 5.72% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:2/COM | COM | 36,654 | 0.0K | $5,195.7M | 1.04% | 0.00% | 5.11% |
| MUR | MUR/LWAL/CDN+ERN/H:2/COM | COM | 23,870 | 0.0K | $3,222.4M | 0.68% | 0.00% | 3.17% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:1/COM | COM | 37,047 | 0.0K | $2,625.7M | 1.06% | 0.00% | 2.58% |
| CR- | CR/LFINF/CDL+ERL/H:1-3/COM | COM | 18,384 | 0.0K | $2,146.1M | 0.52% | 0.00% | 2.11% |
| ADO|ST|E | MUR+ADO/LWAL/CDN+ERN/H:2/RES | RES | 156,432 | 529.3K | $1,983.4M | 4.46% | 4.21% | 1.95% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:3/RES | RES | 28,430 | 194.1K | $1,848.4M | 0.81% | 1.54% | 1.82% |
| MCF/LWAL/CDL+ERL/H:2/RES | RES | 16,570 | 120.0K | $1,438.2M | 0.47% | 0.95% | 1.42% | |
| MCF/LWAL/CDL+ERL/H:1/RES | RES | 30,824 | 121.4K | $1,337.9M | 0.88% | 0.97% | 1.32% | |
| ADO|ST|E | MUR+ST/LWAL/CDN+ERN/H:1/RES | RES | 47,270 | 154.4K | $1,266.2M | 1.35% | 1.23% | 1.25% |
| CR- | CR/LFINF/CDL+ERL/H:1-3/IND:6 | IND | 5,696 | 0.0K | $1,089.8M | 0.16% | 0.00% | 1.07% |
| W | W+WWD/LWAL/CDN+ERM/H:1/RES | RES | 51,983 | 223.2K | $1,085.7M | 1.48% | 1.77% | 1.07% |
| MUR | MUR/LWAL/CDN+ERN/H:3/RES | RES | 23,338 | 162.4K | $971.6M | 0.66% | 1.29% | 0.96% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:2/IND:6 | IND | 4,108 | 0.0K | $898.4M | 0.12% | 0.00% | 0.88% |
| OT | INF/LN/CDN+ERN/H:1/RES | RES | 52,892 | 196.2K | $810.0M | 1.51% | 1.56% | 0.80% |
| CR- | CR/LFINF/CDL+ERL/H:4-6/RES | RES | 1,411 | 82.3K | $772.1M | 0.04% | 0.65% | 0.76% |
| MR|MCF | MCF/LWAL/CDL+ERL/H:3/RES | RES | 10,546 | 71.6K | $686.1M | 0.30% | 0.57% | 0.68% |
| MCF/LWAL/CDN+ERL/H:2/COM:1 | COM | 4,607 | 0.0K | $653.1M | 0.13% | 0.00% | 0.64% | |
| CR- | CR/LFINF/CDL+ERL/H:3/RES | RES | 3,483 | 33.7K | $448.1M | 0.10% | 0.27% | 0.44% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:1/COM:1 | COM | 6,313 | 0.0K | $447.4M | 0.18% | 0.00% | 0.44% |
| MCF/LWAL/CDM+ERM/H:1/RES | RES | 9,419 | 30.9K | $408.9M | 0.27% | 0.25% | 0.40% | |
| CR- | CR/LFINF/CDL+ERL/H:1-3/COM:1 | COM | 3,140 | 0.0K | $366.6M | 0.09% | 0.00% | 0.36% |
| MUR | MUR/LWAL/CDN+ERN/H:2/COM:1 | COM | 2,270 | 0.0K | $306.5M | 0.06% | 0.00% | 0.30% |
| MR|MCF | MCF/LWAL/CDM+ERM/H:2/RES | RES | 9,376 | 30.7K | $305.3M | 0.27% | 0.24% | 0.30% |
| S | S+SR/LFM/CDL+ERL/H:1/IND:6 | IND | 1,371 | 0.0K | $160.6M | 0.04% | 0.00% | 0.16% |
| CR- | CR+PC/LFM/CDL+ERL/H:1/IND:6 | IND | 1,391 | 0.0K | $152.1M | 0.04% | 0.00% | 0.15% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:1/IND:6 | IND | 1,345 | 0.0K | $147.0M | 0.04% | 0.00% | 0.14% |
| MCF/LWAL/CDM+ERM/H:3/RES | RES | 2,111 | 13.8K | $137.5M | 0.06% | 0.11% | 0.14% | |
| MUR | MUR/LWAL/CDN+ERN/H:1/COM:1 | COM | 1,527 | 0.0K | $103.1M | 0.04% | 0.00% | 0.10% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:2/COM:2 | COM | 429 | 0.0K | $101.4M | 0.01% | 0.00% | 0.10% |
| CR- | CR/LFINF/CDL+ERL/H:1-3/COM:2 | COM | 516 | 0.0K | $100.3M | 0.01% | 0.00% | 0.10% |
| CR+ | CR/LFINF/CDM+ERM/H:4-6/RES | RES | 147 | 9.2K | $85.7M | 0.00% | 0.07% | 0.08% |
| CR- | CR/LFINF/CDL+ERL/H:4-6/COM:2 | COM | 141 | 0.0K | $78.5M | 0.00% | 0.00% | 0.08% |
| W | W+WWD/LWAL/CDN+ERM/H:2/RES | RES | 3,367 | 12.8K | $60.6M | 0.10% | 0.10% | 0.06% |
| CR+ | CR/LFINF/CDM+ERM/H:3/RES | RES | 448 | 4.4K | $58.2M | 0.01% | 0.03% | 0.06% |
| ADO|ST|E | MUR+ST/LWAL/CDN+ERN/H:2/RES | RES | 1,864 | 6.0K | $45.8M | 0.05% | 0.05% | 0.05% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:1/COM:2 | COM | 329 | 0.0K | $38.8M | 0.01% | 0.00% | 0.04% |
| CR- | CR/LFINF/CDL+ERL/H:1-3/IND:4 | IND | 125 | 0.0K | $35.8M | 0.00% | 0.00% | 0.04% |
| W | W+WO/LN/CDN+ERM/H:2/RES | RES | 1,920 | 6.4K | $34.8M | 0.05% | 0.05% | 0.03% |
| CR- | CR+PC/LFM/CDL+ERL/H:1-3/COM:2 | COM | 140 | 0.0K | $27.3M | 0.00% | 0.00% | 0.03% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:2/IND:4 | IND | 52 | 0.0K | $17.1M | 0.00% | 0.00% | 0.02% |
| CR- | CR+PC/LFM/CDL+ERL/H:1/IND:2 | IND | 119 | 0.0K | $13.0M | 0.00% | 0.00% | 0.01% |
| CR/LFINF/CDL+ERL/H:1-3/IND:2 | IND | 67 | 0.0K | $12.8M | 0.00% | 0.00% | 0.01% | |
| S | S+SR/LFM/CDL+ERL/H:1/IND:2 | IND | 99 | 0.0K | $11.6M | 0.00% | 0.00% | 0.01% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:2/IND:2 | IND | 50 | 0.0K | $11.0M | 0.00% | 0.00% | 0.01% |
| S | S+SR/LFM/CDL+ERL/H:1/IND:4 | IND | 45 | 0.0K | $8.0M | 0.00% | 0.00% | 0.01% |
| CR- | CR+PC/LFM/CDL+ERL/H:1/IND:4 | IND | 40 | 0.0K | $6.5M | 0.00% | 0.00% | 0.01% |
| MR|MCF | MCF/LWAL/CDN+ERL/H:1/IND:2 | IND | 39 | 0.0K | $4.3M | 0.00% | 0.00% | 0.00% |
| MUR | MUR/LWAL/CDN+ERN/H:1/IND:4 | IND | 33 | 0.0K | $3.6M | 0.00% | 0.00% | 0.00% |
| MUR/LWAL/CDN+ERN/H:1/IND:2 | IND | 19 | 0.0K | $1.4M | 0.00% | 0.00% | 0.00% |