Full Layer Catalog
Every Available Geospatial Layer
The complete DisasterAWARE Geospatial Intelligence Layer catalog — hundreds of hazard, weather, forecast, risk, population, infrastructure, and reference layers, organized by category. Click any layer to expand details, preview images, and metadata.
Full Layer Catalog
332 layers · 268 with data · 50 no current data · 14 empty service · 0 unrenderable protocol · 3 render failures · 4 animated · 400×300 px, zoom auto-selected per layer
▶ Animated layers (4)
These layers carry multiple time-series data points and are returned as a single animated artifact (HTML player, animated PNG, or animated GIF) when requested through the API. Click a layer below to jump to its card.
- Ash Clouds Forecast3 frames
- Precipitation Forecast (USA)7 frames
- Wildfire Weather Outlook (USA)8 frames
- Tropical Cyclone Forecast Uncertainty2 frames
Advanced Analytics / Risk and Vulnerability (92)
Background Map Layers / ESRI ArcGIS Online Imagery (1)
Background Map Layers / Mapbox Dark (1)
Background Map Layers / Mapbox Light (1)
Background Map Layers / Mapbox Navigation Day (1)
Background Map Layers / Mapbox Navigation Night (1)
Background Map Layers / Mapbox Outdoors (1)
Background Map Layers / Mapbox Satellite Streets (1)
Background Map Layers / Mapbox Streets (1)
Background Map Layers / OSM Basic (1)
Background Map Layers / OSM Black and White (1)
Background Map Layers / OSM Blue (1)
Background Map Layers / OSM Dark Mode (1)
Background Map Layers / OSM Enhanced (1)
Background Map Layers / OSM Gray (1)
Background Map Layers / OSM Terrain (1)
Background Map Layers / OSM Terrain Gray (1)
Background Map Layers / PDC Default Basemap (1)
Current Observations & Forecasts / Atmospheric (1)
Current Observations & Forecasts / Day (1)
Current Observations & Forecasts / Ocean (1)
Disaster Response Events / Middle East Conflict Response 2026 (12)
Early Warning / SmartAlerts - All Hazards (1)
Featured Layers / Population Density (1)
Global Data / Boundaries (7)
Global Data / Embassies (United States) (1)
Global Data / Emergency Services (4)
Global Data / Schools (3)
Global Data / Transportation (4)
Global Data / Utilities (5)
Hazards and Events / Avalanche (4)
Hazards and Events / Biomedical (4)
Hazards and Events / Drought (7)
Hazards and Events / Earthquake (7)
Hazards and Events / Extreme Temperature (5)
Hazards and Events / Flood (21)
Hazards and Events / Geopolitical Incidents (18)
Hazards and Events / High Surf (3)
Hazards and Events / High Wind (2)
Hazards and Events / Landslide (3)
Hazards and Events / Manmade (2)
Hazards and Events / Marine (3)
Hazards and Events / Severe Weather (4)
Hazards and Events / Storm (2)
Hazards and Events / Tornado (4)
Hazards and Events / Tropical Cyclone (57)
Hazards and Events / Tsunami (7)
Hazards and Events / Volcano (7)
Hazards and Events / Wildfire (16)
Hazards and Events / Winter Storm (3)
PDC Composite (1)
User layers (2)
Advanced Analytics / Risk and Vulnerability (92)
Coping Capacity Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Coping Capacity Index
The Coping Capacity Index combines data for Economic Capacity Index, Environmental Capacity Index, Governance Index, and the Infrastructure Index. Values range from 0-1, with 1 representing a higher coping capacity.
Legend
Very Low
Low
Moderate
High
Very High
No Data
Economic Capacity Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Economic Capacity / Economic Capacity Index
The Economic Capacity Index combines indicator data for GNI per Capita and Reserves per Capita. The Economic Capacity Index is part of the Coping Capacity Index. Values range from 0-1, with 1 representing a higher coping capacity.
Legend
Very Low
Low
Moderate
High
Very High No Data
GNI per Capita
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Economic Capacity / GNI per Capita
GNI per capita, PPP (constant 2021 international $)
Legend
$830.63 - 11,091.57 $11,091.58 - 28,032.17 $28,032.18 - 49,159.34 $49,159.35 - 81,515.48 $81,515.49 - 115,036.57 No Data
Reserves per Capita
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Economic Capacity / Reserves per Capita
Total reserves (includes gold, current US$) per capita
Legend
US$4.17 - 2,218.71 US$2,218.72 - 7,187.34 US$7,187.35 - 14,767.32 US$14,767.33 - 40,911.37 US$40,911.38 - 97,196.54 No Data
Biome Protection
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Environmental Capacity / Biome Protection
Terrestrial Biome Protection / Biodiversity / Ecosystem Vitality
Legend
0.00% - 16.50% 16.51% - 40.20% 40.21% - 60.70% 60.71% - 80.20% 80.21% - 100.00% No Data
Environmental Capacity Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Environmental Capacity / Environmental Capacity Index
The Environmental Capacity Index combines indicator data for Biome Protection and Marine Protected Areas. The Environmental Capacity Index is part of the Coping Capacity Index. Values range from 0-1, with 1 representing a higher coping capacity.
Legend
Very Low Low Moderate High Very High No Data
Marine Protected Areas
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Environmental Capacity / Marine Protected Areas
Marine Habitat Protection / Biodiversity / Ecosystem Vitality
Legend
0.00% - 8.00% 8.01% - 27.50% 27.51% - 44.70% 44.71% - 66.30% 66.31% - 100.00% No Data
Control of Corruption
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Governance / Control of Corruption
Control of corruption captures perceptions of the extent to which public power is exercised for private gain, including both petty and grand forms of corruption, as well as "capture" of the state by elites and private interests.
Legend
-1.97 - -0.97
-0.96 - -0.27
-0.26 - 0.36
0.37 - 1.13
1.14 - 2.38 No Data
Governance Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Governance / Governance Index
The Governance Index combines indicator data for Control of Corruption, Government Effectiveness, Political Stability, Rule of Law, and Voice and Accountability. The Governance Index is part of the Coping Capacity Index. Values range from 0-1, with 1 representing a higher coping capacity.
Legend
Very Low Low Moderate High Very High No Data
Government Effectiveness
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Governance / Government Effectiveness
Government effectiveness captures perceptions of the quality of public services, the quality of the civil service and the degree of its independence from political pressures, the quality of policy formulation and implementation, and the credibility of the government's commitment to such policies.
Legend
-2.33 - -1.32 -1.31 - -0.45 -0.44 - 0.17 0.18 - 0.88 0.89 - 2.32 No Data
Political Stability
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Governance / Political Stability
Political Stability and Absence of Violence/Terrorism measures perceptions of the likelihood of political instability and/or politicallymotivated violence, including terrorism.
Legend
-2.75 - -1.40 -1.39 - -0.46 -0.45 - 0.18 0.19 - 0.82 0.83 - 1.74 No Data
Rule of Law
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Governance / Rule of Law
Rule of law captures perceptions of the extent to which agents have confidence in and abide by the rules of society, and in particular the quality of contract enforcement, property rights, the police, and the courts, as well as the likelihood of crime and violence.
Legend
-2.21% - -1.44% -1.43% - -0.67% -0.66% - 0.09% 0.10% - 0.94% 0.95% - 1.97%
No Data
Voice and Accountability
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Governance / Voice and Accountability
Voice and accountability captures perceptions of the extent to which a country's citizens are able to participate in selecting their government, as well as freedom of expression, freedom of association, and a free media.
Legend
-1.98 - -1.15 -1.14 - -0.44 -0.43 - 0.25 0.26 - 0.91 0.92 - 1.78 No Data
Communication Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Communication / Communication Index
The Communication Index combines indicator data for Fixed Phone Access, Mobile Phone Access, and Internet Server Access. The Communication Index is part of the Coping Capacity Index. Values range from 0-1, with 1 representing a higher coping capacity.
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Very Low
Low
Moderate
High
Very High No Data
Fixed Phone Access
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Communication / Fixed Phone Access
Fixed telephone subscriptions (per 100 people)
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0.00 - 7.30 per 100 people 7.31 - 19.30 per 100 people 19.31 - 35.60 per 100 people 35.61 - 63.90 per 100 people 63.91 - 111.00 per 100 people No Data
Internet Server Access
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Communication / Internet Server Access
Secure Internet servers (per 1 million people)
Legend
0.29 - 23,603.60 per 1 million people 23,603.61 - 96,899.80 per 1 million people 96,899.81 - 261,262.41 per 1 million people 261,262.42 - 557,174.25 per 1 million people 557,174.26 - 1,982,403.49 per 1 million people No Data
Mobile Phone Access
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Communication / Mobile Phone Access
Mobile cellular subscriptions (per 100 people)
Legend
3.90 - 70.18 per 100 people 70.19 - 104.06 per 100 people 104.07 - 131.59 per 100 people 131.60 - 168.98 per 100 people 168.99 - 291.91 per 100 people No Data
Healthcare Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Healthcare / Healthcare Index
The Healthcare Index combines indicator data for Hospital Bed Density, Nurses and Midwives, and Physicians. The Healthcare Index is part of the Coping Capacity Index. Values range from 0-1, with 1 representing a higher coping capacity.
Legend
Very Low Low Moderate High Very High No Data
Hospital Bed Density
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Healthcare / Hospital Bed Density
Hospital Bed Density (per 1,000 people)
Legend
0.17 - 1.74 per 1,000 people 1.75 - 3.53 per 1,000 people 3.54 - 5.68 per 1,000 people 5.69 - 10.55 per 1,000 people 10.56 - 22.02 per 1,000 people No Data
Nurses and Midwives
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Healthcare / Nurses and Midwives
Nurses and midwives (per 1,000 people)
Legend
0.11 - 2.52 per 1,000 people 2.53 - 5.03 per 1,000 people 5.04 - 8.53 per 1,000 people 8.54 - 14.40 per 1,000 people 14.41 - 22.32 per 1,000 people No Data
Physicians
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Healthcare / Physicians
Physicians (per 1,000 people)
Legend
0.02 - 0.60 per 1,000 people 0.61 - 1.73 per 1,000 people 1.74 - 3.17 per 1,000 people 3.18 - 4.95 per 1,000 people 4.96 - 8.43 per 1,000 people No Data
Infrastructure Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Infrastructure Index
The Infrastructure Index combines data for Communication Index, Healthcare Index, and Transportation Index. The Infrastructure Index is part of the Coping Capacity Index. Values range from 0-1, with 1 representing a higher coping capacity.
Legend
Very Low Low Moderate High Very High No Data
Transportation Index
Advanced Analytics / Risk and Vulnerability / Coping Capacity / Infrastructure / Transportation / Transportation Index
Combination of Airport, Seaport, Road, and Railroad Density
Legend
0.01 - 0.23 0.24 - 0.39 0.40 - 0.58 0.59 - 0.80 0.81 - 1.00 <excluded>
Coastal Flooding Hazard Zone
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / Coastal Flooding Hazard Zone
Areas at risk of coastal flooding by 2050.
Legend
(no label)
Earthquake Hazard Zone
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / Earthquake Hazard Zone
Areas at risk of earthquake.
Legend
5 MMI
6 MMI
7 MMI
8 MMI
Landslide Hazard Zone
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / Landslide Hazard Zone
NASA's global landslide susceptibility map.
Legend
(no label) Very Low Low Moderate High Very High
River Flooding Hazard Zone
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / River Flooding Hazard Zone
Areas at risk of river flooding by 2050.
Legend
Low
Moderate
High
Extreme
Storm Intensity Zones
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / Storm Intensity Zones
Tropical storm intensity zones.
Legend
Cat 1 (118 - 153 km/hr)
Cat 2 (154 - 177 km/hr)
Cat 3 (178 - 209 km/hr)
Cat 4 (210 - 249 km/hr)
Cat 5 (250+ km/hr)
Tsunami Hazard Zone
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / Tsunami Hazard Zone
Areas at risk of tsunami.
Legend
(no label)
Wildfire Hazard Zone
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Hazard Zones / Wildfire Hazard Zone
Areas at risk of wildfire.
Legend
(no label)
Multi-Hazard Exposure Index
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Multi-Hazard Exposure Index
The Multi-hazard Exposure Index averages the Raw Multi-hazard Exposure and Relative Multi-hazard Exposure indices. Values are scaled from 0 to 1 with 0 being the lowest exposure and 1 representing the highest exposure. This index provides a value for comparison across countries of overall exposure encompassing both extent (raw) and importance (relative) of hazard exposures.
Legend
Very Low
Low
Moderate
High
Very High No Data
Raw Multi-Hazard Economic Exposure
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Raw Multi-Hazard Exposure / Raw Multi-Hazard Economic Exposure
Raw Multi-Hazard Economic Exposure depicts the total estimated replacement cost of buildings within one or more of the hazard zones: tropical cyclone winds (Saffir-Simpson categories 1-5), drought, earthquakes, landslides, tsunami run-up, riverine flood, volcanoes, and wildfire. Raw Economic Exposure provides a value of how much capital stock is estimated to be in a hazard zone, which can assist in planning and provides a snapshot of the scale of a country’s exposure.
Legend
$17,600,100 - 857,544,368,800 $857,544,368,801 - 2,978,371,091,600 $2,978,371,091,601 - 6,973,108,957,400 $6,973,108,957,401 - 12,363,008,044,600 $12,363,008,044,601 - 136,197,037,508,200
Raw Multi-Hazard Exposure Index
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Raw Multi-Hazard Exposure / Raw Multi-Hazard Exposure Index
The Raw Multi-hazard Exposure Index is the average of the scaled Raw Population and Raw Economic Exposure Indicators. Values are scaled from 0 to 1 with 0 being the lowest exposure and 1 representing the highest exposure. Raw Multi-hazard Exposure provides a value for comparison across countries of how much population and capital stock is estimated to be in a hazard zone which can assist in planning and provides a snapshot of the scale of a country’s exposure.
Legend
Very Low Low Moderate High Very High No Data
Raw Multi-Hazard Population Exposure
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Raw Multi-Hazard Exposure / Raw Multi-Hazard Population Exposure
Raw Multi-Hazard Population Exposure is based on the total estimated population within one or more of hazard zones: tropical cyclone winds (Saffir-Simpson categories 1-5), drought, earthquakes, landslides, tsunami run-up, riverine flood, volcanoes, and wildfire. Raw Population Exposure provides a value of how many persons are estimated to be in a hazard zone, which can assist in planning and provides a snapshot of the scale of a country’s exposure.
Legend
1,621 - 34,075,138 people 34,075,139 - 95,269,054 people 95,269,055 - 333,845,055 people 333,845,056 - 576,562,191 people 576,562,192 - 2,348,013,732 people
Relative Multi-Hazard Economic Exposure
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Relative Multi-Hazard Exposure / Relative Multi-Hazard Economic Exposure
Relative Multi-Hazard Economic Exposure depicts the proportion of a country's total estimated replacement cost of buildings within one or more of the hazard zones: tropical cyclone winds (Saffir-Simpson categories 1-5), drought, earthquakes, landslides, tsunami run-up, riverine flood, volcanoes, and wildfire. Relative Economic Exposure highlights the scale and importance of exposure. This provides information to assist with potential prio
Legend
0.48% - 43.44% 43.45% - 91.80% 91.81% - 153.02% 153.03% - 244.57% 244.58% - 466.00%
Relative Multi-Hazard Exposure Index
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Relative Multi-Hazard Exposure / Relative Multi-Hazard Exposure Index
The Relative Multi-hazard Exposure Index is the average of the scaled Relative Population and Relative Economic Exposure Indicators. Values are scaled from 0 to 1 with 0 being the lowest exposure and 1 representing the highest exposure. Relative Multi-hazard Exposure provides a value for comparison across countries of the scale and importance of exposure. This provides information to assist with potential prioritization of resources.
Legend
Very Low Low Moderate High Very High No DataRelative Multi-Hazard Population Exposure
Advanced Analytics / Risk and Vulnerability / Hazard Exposure / Relative Multi-Hazard Exposure / Relative Multi-Hazard Population Exposure
Relative Multi-Hazard Population Exposure depicts the proportion of a country's total population within within one or more of the hazard zones: tropical cyclone winds (Saffir-Simpson categories 1-5), drought, earthquakes, landslides, tsunami run-up, riverine flood, volcanoes, and wildfire.. Relative Population Exposure highlights the scale and importance of exposure. This provides information to assist with potential prioritization of res
Legend
2.34% - 56.52% 56.53% - 106.31% 106.32% - 168.10% 168.11% - 255.94% 255.95% - 431.91%
Multi-Hazard Risk Index
Advanced Analytics / Risk and Vulnerability / Multi-Hazard Risk Index
The Multi Hazard Risk Index combines Multi Hazard Exposure, Vulnerability, and Coping Capacity. Values range from 0 to 1, with 1 representing higher risk.
Legend
Very Low
Low
Moderate
High
Very High No Data
Resilience Index
Advanced Analytics / Risk and Vulnerability / Resilience Index
The Resilience Index is hazard-independent, combining the Vulnerability Index and Coping Capacity Index. Values range from 0 to 1, with 1 indicating the combination of low susceptibility to negative disaster impacts and high capacity to prepare for, respond to, and recover from disasters.
Legend
Very Low
Low
Moderate
High
Very High No Data
Access to Information Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Access to Information / Access to Information Index
The Access to Information Index combines data for Access to Internet, Adult Literacy, and Mean Years Schooling. The Access to Information Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low
Low
Moderate
High
Very High No Data
Access to Internet
Advanced Analytics / Risk and Vulnerability / Vulnerability / Access to Information / Access to Internet
Individuals using the Internet (% of population)
Legend
0.00% - 27.60%
27.61% - 50.11%
50.12% - 73.84%
73.85% - 88.00%
88.01% - 100.00% No Data
Adult Literacy
Advanced Analytics / Risk and Vulnerability / Vulnerability / Access to Information / Adult Literacy
Literacy rate, adult total (% of people ages 15 and above)
Legend
27.28% - 48.64% 48.65% - 68.08% 68.09% - 83.78% 83.79% - 94.37% 94.38% - 100.00% No Data
Mean Years Schooling
Advanced Analytics / Risk and Vulnerability / Vulnerability / Access to Information / Mean Years Schooling
Mean Years of Schooling (years)
Legend
1.34 - 4.59 years 4.60 - 7.44 years 7.45 - 9.89 years 9.90 - 11.93 years 11.94 - 14.26 years No Data
Conflict Deaths Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Conflict Deaths / Conflict Deaths Index
The Conflict Deaths Index combines indicator data for Recent Conflict Deaths. The Conflict Deaths Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low
Low
Moderate
High
Very High No Data
Recent Conflict Deaths
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Conflict Deaths / Recent Conflict Deaths
Recent conflict deaths per million population (past 5 years). Conflict types: one-sided violence, non-state conflict violence, battle-related deaths
Legend
0 - 58 per million persons 59 - 257 per million persons 258 - 916 per million persons 917 - 2,201 per million persons 2,202 - 15,742 per million persons No Data
Conflict Impacts Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Conflict Impacts Index
The Conflict Impacts Index combines data for Displaced Persons Index, and Conflict Deaths Index. The Conflict Impacts Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low Low Moderate High Very High No Data
Displaced Persons Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Displaced Persons / Displaced Persons Index
The Displaced Persons Index combines indicator data for Internally Displaced Persons, Refugees by Asylum Country, and Refugees by Origin Country. The Displaced Persons Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low Low Moderate High Very High No DataInternally Displaced Persons
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Displaced Persons / Internally Displaced Persons
Internally displaced persons due to conflict per 1,000 population
Legend
0.00 - 3.03 per 1,000 3.04 - 17.86 per 1,000 17.87 - 48.66 per 1,000 48.67 - 116.42 per 1,000 116.43 - 318.54 per 1,000 No Data
Refugees by Asylum Country
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Displaced Persons / Refugees by Asylum Country
Number of refugees by country of asylum per 1,000 population
Legend
0.00 - 4.60 per 1,000 4.61 - 16.08 per 1,000 16.09 - 34.83 per 1,000 34.84 - 60.28 per 1,000 60.29 - 136.86 per 1,000 No DataRefugees by Origin Country
Advanced Analytics / Risk and Vulnerability / Vulnerability / Conflict Impacts / Displaced Persons / Refugees by Origin Country
Number of refugees and asylum seekers by country of origin per 1,000 population
Legend
0.00 - 2.39 per 1,000 2.40 - 8.02 per 1,000 8.03 - 24.80 per 1,000 24.81 - 56.64 per 1,000 56.65 - 284.11 per 1,000 No Data
Age Dependency Ratio
Advanced Analytics / Risk and Vulnerability / Vulnerability / Economic Constraints / Age Dependency Ratio
Age dependency ratio (% of working-age population)
Legend
20.10% - 42.80% 42.81% - 53.52% 53.53% - 65.46% 65.47% - 81.89% 81.90% - 105.18% No Data
Economic Constraints Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Economic Constraints / Economic Constraints Index
The Economic Constraints Index combines indicator data for Age Dependency Ratio, Import Export Parity, Net ODA Received as Percent of GNI, and Remittances as Percent of GDP. The Economic Constraints Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low Low Moderate High Very High No Data
Import Export Parity
Advanced Analytics / Risk and Vulnerability / Vulnerability / Economic Constraints / Import Export Parity
Ratio of exports and imports of goods and services (% of GDP) calculated by ABS([Exports] - [Imports]).
Legend
0.05 - 7.10 7.11 - 15.14 15.15 - 28.78 28.79 - 47.21 47.22 - 85.01 No Data
Net ODA Received as Percent of GNI
Advanced Analytics / Risk and Vulnerability / Vulnerability / Economic Constraints / Net ODA Received as Percent of GNI
Net ODA received (% of GNI)
Legend
-8.19% - 3.49% 3.50% - 10.60% 10.61% - 22.06% 22.07% - 38.03% 38.04% - 79.85% No Data
Remittances as Percent of GDP
Advanced Analytics / Risk and Vulnerability / Vulnerability / Economic Constraints / Remittances as Percent of GDP
Personal remittances, received (% of GDP)
Legend
0.00% - 2.30% 2.31% - 6.57% 6.58% - 13.95% 13.96% - 24.09% 24.10% - 41.94% No Data
Economic Inequality Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Economic Inequality / Economic Inequality Index
The Economic Inequality Index shows indicator data for GINI Coefficient. The Economic Inequality Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low
Low
Moderate
High
Very High No Data
GINI Coefficient
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Economic Inequality / GINI Coefficient
Gini index
Legend
24 - 30 31 - 35 36 - 40 41 - 47 48 - 63 No Data
Gender Inequality Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Gender Inequality / Gender Inequality Index
The Gender Inequality Index combines indicator data for Labor Force Participation Gender Parity, Proportion of Female Seats in Parliament, and Secondary Enrollment Gender Parity. The Gender Inequality Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low Low Moderate High Very High No Data
Labor Force Participation Gender Parity
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Gender Inequality / Labor Force Participation Gender Parity
Distance from gender parity of labor force participation rate (population ages 15+) (modeled ILO estimate)
Legend
0.02 - 0.14 0.15 - 0.26 0.27 - 0.41 0.42 - 0.65 0.66 - 0.93 No Data
Proportion of Female Seats in Parliament
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Gender Inequality / Proportion of Female Seats in Parliament
Proportion of seats held by women in national parliaments (%)
Legend
0.00% - 11.76% 11.77% - 21.57% 21.58% - 30.68% 30.69% - 40.00% 40.01% - 61.25% No Data
Secondary Enrollment Gender Parity
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Gender Inequality / Secondary Enrollment Gender Parity
School enrollment, secondary (gross), gender parity index (GPI)
Legend
0.00 - 0.05 0.06 - 0.11 0.12 - 0.19 0.20 - 0.33 0.34 - 0.54 No Data
Marginalization Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Marginalization / Marginalization Index
The Marginalization Index combines data for Economic Inequality Index, and the Gender Inequality Index. The Marginalization Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low Low Moderate High Very High No Data
Dietary Energy Supply
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Food Insecurity / Dietary Energy Supply
Average dietary energy supply adequacy (percent) (3-year average)
Legend
81.00% - 103.00%
103.01% - 117.00%
117.01% - 129.00%
129.01% - 141.00%
141.01% - 161.00% No Data
Food Insecurity Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Food Insecurity / Food Insecurity Index
The Food Insecurity Index combines indicator data for Dietary Energy Supply, and Undernourishment Prevalence. The Food Insecurity Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
Legend
Very Low Low Moderate High Very High No Data
Undernourishment Prevalence
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Food Insecurity / Undernourishment Prevalence
Prevalence of undernourishment (percent) (3-year average)
Legend
2.50% - 4.80% 4.81% - 9.60% 9.61% - 17.60% 17.61% - 28.40% 28.41% - 51.30% No Data
Average Annual Population Change
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Population Change / Average Annual Population Change
Population growth (annual %)
Legend
-8.42% - -2.84% -2.83% - 0.51% 0.52% - 1.81% 1.82% - 3.38% 3.39% - 6.53% No DataAverage Annual Urban Population Change
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Population Change / Average Annual Urban Population Change
Urban population growth (annual %)
Legend
-8.17% - -1.44% -1.43% - 0.95% 0.96% - 2.27% 2.28% - 3.75% 3.76% - 7.27% No Data
Population Change Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Population Change / Population Change Index
The Population Change Index combines indicator data for Average Annual Population Change, and Average Annual Urban Population Change. The Population Change Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No Data
Population Pressures Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Population Pressures Index
The Population Pressures Index combines indicator data for Food Insecurity Index, Population Change Index, and the Youth Bulge and Unemployment Index. The Population Pressures Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No Data
Youth Bulge
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Youth Bulge and Unemployment / Youth Bulge
Youth Bulge is percent of population ages 15-24.
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7.72% - 11.70% 11.71% - 14.93% 14.94% - 17.64% 17.65% - 20.01% 20.02% - 23.52% No Data
Youth Bulge and Unemployment Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Youth Bulge and Unemployment / Youth Bulge and Unemployment Index
The Youth Bulge and Unemployment Index combines indicator data for Youth Unemployment, and Youth Bulge. The Youth Bulge and Unemployment Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No Data
Youth Unemployment
Advanced Analytics / Risk and Vulnerability / Vulnerability / Population Pressures / Youth Bulge and Unemployment / Youth Unemployment
Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)
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0.42% - 7.95% 7.96% - 16.12% 16.13% - 27.27% 27.28% - 44.36% 44.37% - 76.27% No Data
Recent Disaster Deaths
Advanced Analytics / Risk and Vulnerability / Vulnerability / Recent Disaster Impacts / Recent Disaster Deaths
Recent disaster deaths per 10,000 people (last 5 years)
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0.00 - 0.46 per 10,000 0.47 - 1.97 per 10,000 1.98 - 4.34 per 10,000 4.35 - 8.93 per 10,000 8.94 - 18.17 per 10,000 No Data
Recent Disaster Impacts Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Recent Disaster Impacts / Recent Disaster Impacts Index
The Recent Disaster Impacts Index combines indicator data for Recent Disaster Deaths, and Recent Disaster Losses as Percent of GNI. The Recent Disaster Impacts Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No Data
Recent Disaster Losses as Percent of GNI
Advanced Analytics / Risk and Vulnerability / Vulnerability / Recent Disaster Impacts / Recent Disaster Losses as Percent of GNI
Losses (damages) as a percentage of GNI (by country) that have resulted from natural disasters in the past five years.
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0.00 - 0.46 % of GNI 0.47 - 2.11 % of GNI 2.12 - 7.50 % of GNI 7.51 - 18.23 % of GNI 18.24 - 46.62 % of GNI No Data
Access to Electricity
Advanced Analytics / Risk and Vulnerability / Vulnerability / Standard of Living / Access to Electricity
Access to electricity (% of population)
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8.40% - 33.20% 33.21% - 57.20% 57.21% - 78.00% 78.01% - 95.00% 95.01% - 100.00% No Data
Population with Safely Managed Sanitation
Advanced Analytics / Risk and Vulnerability / Vulnerability / Standard of Living / Population with Safely Managed Sanitation
Proportion of population using safely managed improved sanitation facilities (excluding shared)
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0.00% - 19.00% 19.01% - 41.00% 41.01% - 63.00% 63.01% - 85.00% 85.01% - 100.00% No DataPopulation with Safely Managed Water Source
Advanced Analytics / Risk and Vulnerability / Vulnerability / Standard of Living / Population with Safely Managed Water Source
Proportion of population using safely managed improved water supplies
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6.00% - 30.00% 30.01% - 52.00% 52.01% - 69.00% 69.01% - 88.00% 88.01% - 100.00% No Data
Standard of Living Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Standard of Living / Standard of Living Index
The Standard of Living Index combines indicator data for Access to Electricity, Population with Safely Managed Sanitation, and Population with Safely Managed Water Source. The Standard of Living Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No Data
Vulnerability Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerability Index
The Vulnerability Index combines indicator data for Access to Information Index, Conflict Impacts Index, Economic Constraints Index, Marginalization Index, Population Pressures Index, Recent Disaster Impacts Index, Standard of Living Index, Vulnerable Health Status Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low
Low
Moderate
High
Very High No Data
Hepatitis B Incidence
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Infectious Disease / Hepatitis B Incidence
Prevalence of the Hepatitis B surface antigen in children under five years of age
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0.01% - 0.71% 0.72% - 1.75% 1.76% - 3.75% 3.76% - 6.07% 6.08% - 13.03% No Data
Infectious Disease Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Infectious Disease / Infectious Disease Index
The Infectious Disease Index combines indicator data for Malaria Incidence, New HIV Infections, NTD Intervention, Hepatitis B Incidence, and Tuberculosis Incidence. The Infectious Disease Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No DataMalaria Incidence
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Infectious Disease / Malaria Incidence
Malaria incidence per 1,000 population
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0.00 - 24.75 per 1,000 24.76 - 68.07 per 1,000 68.08 - 147.20 per 1,000 147.21 - 258.81 per 1,000 258.82 - 363.40 per 1,000 No DataNTD Intervention
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Infectious Disease / NTD Intervention
Number of people requiring interventions against neglected tropical diseases
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0 - 4,716,388 people 4,716,389 - 14,786,109 people 14,786,110 - 36,039,903 people 36,039,904 - 92,474,258 people 92,474,259 - 622,238,663 people No Data
New HIV Infections
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Infectious Disease / New HIV Infections
Number of new HIV infections per 1,000 uninfected population, by sex, age and key populations
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0.00 - 0.17 per 1,000 uninfected population 0.18 - 0.48 per 1,000 uninfected population 0.49 - 1.20 per 1,000 uninfected population 1.21 - 2.20 per 1,000 uninfected population 2.21 - 4.20 per 1,000 uninfected population No DataTuberculosis Incidence
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Infectious Disease / Tuberculosis Incidence
Tuberculosis incidence per 100,000 population
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0.00 - 38.00 per 100,000 38.01 - 122.00 per 100,000 122.01 - 244.00 per 100,000 244.01 - 432.00 per 100,000 432.01 - 692.00 per 100,000 No Data
Vulnerable Health Status Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Vulnerable Health Status Index
The Vulnerable Health Status Index combines indicator data for Infectious Disease Index and the Women and Children's Health Index. The Vulnerable Health Status Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No DataInfant Mortality
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Women and Children Health / Infant Mortality
Mortality rate, infant (per 1,000 live births)
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1.50 - 9.40 per 1,000 live births 9.41 - 21.80 per 1,000 live births 21.81 - 37.00 per 1,000 live births 37.01 - 53.60 per 1,000 live births 53.61 - 76.00 per 1,000 live births No Data
Life Expectancy at Birth
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Women and Children Health / Life Expectancy at Birth
Life expectancy at birth, total (years)
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53.00 - 60.41 years 60.42 - 66.78 years 66.79 - 72.67 years 72.68 - 78.47 years 78.48 - 84.00 years No DataMalnutrition Prevalence (Stunting)
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Women and Children Health / Malnutrition Prevalence (Stunting)
Prevalence of stunting, height for age (modeled estimate, % of children under 5)
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1.20% - 8.00% 8.01% - 15.90% 15.91% - 25.40% 25.41% - 38.60% 38.61% - 56.50% No Data
Maternal Mortality
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Women and Children Health / Maternal Mortality
Maternal mortality ratio (modeled estimate, per 100,000 live births)
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1.00 - 50.00 per 100,000 50.01 - 161.00 per 100,000 161.01 - 357.00 per 100,000 357.01 - 725.00 per 100,000 725.01 - 1223.00 per 100,000 No Data
Women and Children's Health Index
Advanced Analytics / Risk and Vulnerability / Vulnerability / Vulnerable Health Status / Women and Children Health / Women and Children's Health Index
The Women and Children's Health Index combines indicator data for Life Expectancy at Birth, Maternal Mortality, Infant Mortality, Malnutrition Prevalence (Stunting). The Women and Children's Health Index is part of the Vulnerability Index. Values range from 0-1, with 1 representing a higher vulnerability.
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Very Low Low Moderate High Very High No DataBackground Map Layers / ESRI ArcGIS Online Imagery (1)
ESRI ArcGIS Online Imagery
Background Map Layers / ESRI ArcGIS Online Imagery
Background Map Layers / Mapbox Dark (1)
Mapbox Dark
Background Map Layers / Mapbox Dark
Background Map Layers / Mapbox Light (1)
Mapbox Light
Background Map Layers / Mapbox Light
Background Map Layers / Mapbox Navigation Day (1)
Mapbox Navigation Day
Background Map Layers / Mapbox Navigation Day
Background Map Layers / Mapbox Navigation Night (1)
Mapbox Navigation Night
Background Map Layers / Mapbox Navigation Night
Background Map Layers / Mapbox Outdoors (1)
Mapbox Outdoors
Background Map Layers / Mapbox Outdoors
Background Map Layers / Mapbox Satellite Streets (1)
Mapbox Satellite Streets
Background Map Layers / Mapbox Satellite Streets
Background Map Layers / Mapbox Streets (1)
Mapbox Streets
Background Map Layers / Mapbox Streets
Background Map Layers / OSM Basic (1)
OSM Basic
Background Map Layers / OSM Basic
Background Map Layers / OSM Black and White (1)
OSM Black and White
Background Map Layers / OSM Black and White
Background Map Layers / OSM Blue (1)
OSM Blue
Background Map Layers / OSM Blue
Background Map Layers / OSM Dark Mode (1)
OSM Dark Mode
Background Map Layers / OSM Dark Mode
Background Map Layers / OSM Enhanced (1)
OSM Enhanced
Background Map Layers / OSM Enhanced
Background Map Layers / OSM Gray (1)
OSM Gray
Background Map Layers / OSM Gray
Background Map Layers / OSM Terrain (1)
OSM Terrain
Background Map Layers / OSM Terrain
Background Map Layers / OSM Terrain Gray (1)
OSM Terrain Gray
Background Map Layers / OSM Terrain Gray
Background Map Layers / PDC Default Basemap (1)
PDC Default Basemap
Background Map Layers / PDC Default Basemap
Current Observations & Forecasts / Atmospheric (1)
Global Clouds
Current Observations & Forecasts / Atmospheric / Global Clouds
Current Observations & Forecasts / Day (1)
Day/Night Population
Current Observations & Forecasts / Day/Night Population / day population
global/pdc_global_day_population_dyn
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Red: Band_1
Green: Band_2
Blue: Band_3Current Observations & Forecasts / Ocean (1)
Sea Surface Temperature
Current Observations & Forecasts / Ocean / Sea Surface Temperature
global/pdc_global_sea_surface_temperature_dyn
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Red: Band_1 Green: Band_2 Blue: Band_3Disaster Response Events / Middle East Conflict Response 2026 (12)
Airport Status (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Airport Status (Middle East Conflict Response 2026)
Airport status during the Iran Conflict 2026. Data is updated daily.
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Open
Restricted
Closed
Unknown
Border Crossing Status (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Border Crossing Status (Middle East Conflict Response 2026)
Status of border crossing locations during the Iran Conflict 2026. Data is updated daily.
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Open
Restricted
Closed
Unknown
Unspecified
GCC Desalination Infrastructure Status (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / GCC Desalination Infrastructure Status (Middle East Conflict Response 2026)
A consolidated, georeferenced inventory of major GCC desalination infrastructure with integrated conflict damage attribution, supporting water security analysis, infrastructure risk assessment, and humanitarian planning during the active regional conflict of early 2026.
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Confirmed Damaged
Near Miss / Collateral Damage
No Damage Reported
GCC Solar Infrastructure Status (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / GCC Solar Infrastructure Status (Middle East Conflict Response 2026)
A consolidated, georeferenced inventory of major GCC solar infrastructure with integrated conflict damage attribution, supporting energy security analysis, infrastructure risk assessment, and humanitarian planning during the active regional conflict of early 2026.
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Confirmed Damaged
Near Miss / Collateral Damage
No Damage Reported
Hezbollah Attacks in Lebanon (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Hezbollah Attacks in Lebanon (Middle East Conflict Response 2026)
The Hezbollah Attacks in Lebanon layer consists of distinct observed or claimed Hezbollah kinetic activity conducted against Israeli ground forces in southern Lebanon. The feature consists of kinetic events that are either claimed or observed during the active regional conflict of early 2026.
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(no label)
Iran and Axis Strikes (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Iran and Axis Strikes (Middle East Conflict Response 2026)
The Iran and Axis Response feature represents Iranian and Axis of Resistance retaliatory strikes against the US, Israel, and countries hosting US bases, and other targets, beginning February 28, 2026 through current. The feature consists of discrete kinetic events recorded by date, location, and actor. Data points are updated as additional information is available. Each point location's data contains information on how that location was confi
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(no label)
Iranian Strikes on Civilian Vessels (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Iranian Strikes on Civilian Vessels (Middle East Conflict Response 2026)
Iranian Strikes on Civilian Vessels represents Iranian strikes against civilian shipping vessels. The feature consists of discrete kinetic events recorded by date, location, and targeted vessel during the active regional conflict of early 2026.
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(no label)
Israeli Strikes in Lebanon (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Israeli Strikes in Lebanon (Middle East Conflict Response 2026)
Israeli Strikes in Lebanon, beginning February 28, 2026 through current.
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Confirmed Airstrike
Reported Airstrike
Reported Explosion with Footage
Reported Explosion without Footage
Evacuation Notice
Artillery
Ground Advance
Seaport Status (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / Seaport Status (Middle East Conflict Response 2026)
Seaport status during the Iran Conflict 2026. Data is updated daily.
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Open
Restricted
Closed
Unknown
U.S. Embassy Status (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / U.S. Embassy Status (Middle East Conflict Response 2026)
U.S. Embassy and Consulate General status in the middle east, during the Iran Conflict of 2026. Status is checked twice daily (morning and afternoon) via State Department Embassy alerts.
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Closed/Not Operating
Open with Heightened Security/Limited Operations
Open/Normal Operations
US and Israeli Strikes in Iraq (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / US and Israeli Strikes in Iraq (Middle East Conflict Response 2026)
U.S. and Israeli strikes in Iraq, beginning February 28, 2026 through current.
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Confirmed Airstrike Reported Airstrike Reported Explosion with Footage Reported Explosion without Footage Evacuation Notice Artillery Ground Advance
US and Israeli Strikes on Iran (Middle East Conflict Response 2026)
Disaster Response Events / Middle East Conflict Response 2026 / US and Israeli Strikes on Iran (Middle East Conflict Response 2026)
U.S. and Israeli Strikes on Iran, beginning February 28, 2026 through current.
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Confirmed Airstrike Reported Airstrike Reported Explosion with Footage Reported Explosion without Footage Evacuation Notice Artillery Ground AdvanceEarly Warning / SmartAlerts - All Hazards (1)
SmartAlerts - All Hazards
Early Warning / SmartAlerts - All Hazards
SmartAlert areas for all hazards.
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WARNING
WATCH
ADVISORY
INFORMATIONFeatured Layers / Population Density (1)
Population Density
Featured Layers / Population Density
Global Data / Boundaries (7)
Administrative_Boundaries
Global Data / Boundaries / Administrative_Boundaries
First-level administrative units of the world.
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Abyei
Afghanistan
Aksai Chin
Albania
Algeria
American Samoa
Andorra
Angola
Anguilla
Antarctica
Antigua and Barbuda
Argentina… +253 more
Detailed Coastlines
Global Data / Boundaries / Detailed Coastlines
World shorelines and country boundaries at a nominal scale of 1:250,000.
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(no label)