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Lebanon - Risk Layer Dashboard

Welcome to our Risklayer Explorer. Please select a layer from the menu on the top left to discover our data layers.

Changing Risk

Hazard and risk are no constants. They can change over time either due to developments in exposure and vulnerability as a consequence of human activity or by variations in external hazards e.g. due to a changing climate.

This panel shows you today's risk radar and line-histograms showing you the distribution of risk for each peril accross the population for today's and future conditions (if known, otherwise constant)

Total risk score today:

Total risk score in 2080:

Today
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2080 (RCP4.5)
Today 2080 (RCP4.5)

Climate Risk by 2080 similar to today in:

Heatwave:
United Arab Emirates
Thermal Comfort:
Turkmenistan
Drought:
Mali
Extreme Precipitation:
Burkina Faso

Natural Hazards

Natural hazards are diverse and their impact on each region unique. If a region is affected by a certain peril, its hazard can be quantified both by expected maximum impact within a certain time period or average annual conditions.

This panel shows you different perspectives on natural hazards affecting Lebanon contextualized towards their actual risk to the society and in absolute numbers.

Tropical Cyclone

With landfall on the destination

Tsunami

Sea Level Rise

Climate

1995 2060 (RCP4.5)
(best case)
2060 (RCP8.5)
(worst case)
Temperature range -4.1 - 19.3 °C -3.2 - 24.2 °C -2.5 - 25.8 °C
Heat days 15 33 46
Extreme Precipitation 535.7 mm 522.1 mm 521.8 mm
Total rain 3845.3 mm 3214.4 mm 3207.8 mm
Rainy Days 65 48 48

Society

Societies evolve, in this panel we summarize various economic, societal and environmental parameters together provided by international institutions to measure their respective level of human development.

A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

Literacy rate, youth (ages 15-24), gender parity index (GPI)
Rank: Above average
Literacy rate, youth total (% of people ages 15-24)
Rank: Top 20%
Literacy rate, adult total (% of people ages 15 and above)
Rank: Above average
Proportion of seats held by women in national parliaments (%)
Rank: Bottom 20%
Women Business and the Law Index Score (scale 1-100)
Rank: Bottom 20%
Bribery rate
Rank: Below average
Corruption Perception Index - Transparency International (2018)
Rank: Below average
Freedom of speech index
Rank: About average
Human rights index
Rank: Below average
Press freedom index
Rank: Below average
Civil liberties index
Rank: Below average

Society Indicator Details

Literacy rate, youth (ages 15-24), gender parity index (GPI)
Literacy rate, youth total (% of people ages 15-24)
Literacy rate, adult total (% of people ages 15 and above)
Proportion of seats held by women in national parliaments (%)
Women Business and the Law Index Score (scale 1-100)
Bribery rate
Corruption Perception Index - Transparency International (2018)
Freedom of speech index
Human rights index
Press freedom index
Civil liberties index

    A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

    CO2 emissions (kt)
    Rank: About average
    Renewable electricity output (% of total electricity output)
    Rank: Below average
    Bird species, threatened
    Rank: Above average
    Droughts, floods, extreme temperatures (% of population, average 1990-2009)
    Rank: Above average
    Fish species, threatened
    Rank: Above average
    Plant species (higher), threatened
    Rank: About average
    Mammal species, threatened
    Rank: Above average
    Population living in slums (% of urban population)
    Rank: Top 10%
    Terrestrial protected areas (% of total land area)
    Rank: Bottom 20%
    Marine protected areas (% of territorial waters)
    Rank: Below average
    Terrestrial and marine protected areas (% of total territorial area)
    Rank: Bottom 20%
    Plastic waste emitted to the ocean
    Rank: Below average
    Plastic waste mismanaged
    Rank: Below average

    Environment Indicator Details

    CO2 emissions (kt)
    Renewable electricity output (% of total electricity output)
    Bird species, threatened
    Droughts, floods, extreme temperatures (% of population, average 1990-2009)
    Fish species, threatened
    Plant species (higher), threatened
    Mammal species, threatened
    Population living in slums (% of urban population)
    Terrestrial protected areas (% of total land area)
    Marine protected areas (% of territorial waters)
    Terrestrial and marine protected areas (% of total territorial area)
    Plastic waste emitted to the ocean
    Plastic waste mismanaged

      A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

      Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
      Rank: Top 20%
      Cause of death, by non-communicable diseases (% of total)
      Rank: Below average
      Hospital beds (per 1,000 people)
      Rank: Above average
      Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population)
      Rank: Above average
      Incidence of tuberculosis (per 100,000 people)
      Rank: Above average
      Total annual deaths from air pollution
      Rank: About average

      Health Indicator Details

      Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
      Cause of death, by non-communicable diseases (% of total)
      Hospital beds (per 1,000 people)
      Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population)
      Incidence of tuberculosis (per 100,000 people)
      Total annual deaths from air pollution

        A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

        Energy intensity level of primary energy (MJ/$2017 PPP GDP)
        Rank: About average
        Ease of doing business score (0 = lowest performance to 100 = best performance)
        Rank: Below average
        Business extent of disclosure index (0=less disclosure to 10=more disclosure)
        Rank: Top 10%
        Mobile cellular subscriptions (per 100 people)
        Rank: Bottom 20%
        Secure Internet servers (per 1 million people)
        Rank: Below average
        Individuals using the Internet (% of population)
        Rank: Above average
        Gini index
        Rank: Above average
        International tourism, number of arrivals
        Rank: About average

        Economy Indicator Details

        Energy intensity level of primary energy (MJ/$2017 PPP GDP)
        Ease of doing business score (0 = lowest performance to 100 = best performance)
        Business extent of disclosure index (0=less disclosure to 10=more disclosure)
        Mobile cellular subscriptions (per 100 people)
        Secure Internet servers (per 1 million people)
        Individuals using the Internet (% of population)
        Gini index
        International tourism, number of arrivals

          A low score indicates a difficult precondition in this country. A high score indicates beneficial preconditions on a global comparison.

          Forest area (% of land area)
          Rank: Below average
          Rural population living in areas where elevation is below 5 meters (% of total population)
          Rank: Above average
          Urban population living in areas where elevation is below 5 meters (% of total population)
          Rank: Below average
          Population living in areas where elevation is below 5 meters (% of total population)
          Rank: About average

          Geography Indicator Details

          Forest area (% of land area)
          Rural population living in areas where elevation is below 5 meters (% of total population)
          Urban population living in areas where elevation is below 5 meters (% of total population)
          Population living in areas where elevation is below 5 meters (% of total population)

            Topics

            This graph examines the news sentiment within a given time interval towards various topics of societal relevance, including natural hazards, unrest and terror. The value indicators positive/negative sentiment within global newsoutlets towards a topic with connection to Lebanon. Only topics with sufficient news coverage are listed.

            Current and previous sentiment cover the differences between e.g. today (or this week) vs. yesterday (or last week).

            Time Window:

            Current Sentiment:

            Previous Sentiment:

            Sentiment by frequent topics

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            Dashwords

            Time

            News sentiment of articles mentioning Lebanon and over time.

            Sentiment over time

            Countries

            Sentiment distribution by co-mentioned countries.

            This distribution indicates whether news articles covering both countries have a positive or negative sentiment.

            News data above has been compiled from the GDELT Project database and processing and analysis was taken out by Risklayer.

            Dashwords

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            mb 5.1
            Depth= 10 km
            35.09°N 36.99°E
            2 aftershocks

            2024/08/12 20:56, 3 months ago

            Thu 09 Nov 2023, 1 year ago
            mw 4.6, 9 km, 36.57°N 36.40°E
            Wed 04 Oct 2023, 1 year ago
            ML 4.1, 15 km, 36.04°N 35.85°E
            Thu 25 May 2023, 1 year ago
            mb 4.2, 2 km, 35.85°N 35.58°E
            Thu 25 May 2023, 1 year ago
            mb 4.1, 2 km, 35.85°N 35.47°E
            Tue 09 May 2023, 1 year ago
            ML 4.7, 10 km, 35.05°N 37.75°E
            1 aftershocks
            Mon 08 May 2023, 1 year ago
            ML 4.5, 2 km, 35.05°N 37.65°E
            Sun 07 May 2023, 1 year ago
            M 4.7, 5 km, 36.44°N 36.38°E
            Fri 28 Apr 2023, 1 year ago
            M 4.5, 0 km, 36.12°N 36.10°E
            Sat 15 Apr 2023, 1 year ago
            ML 4.2, 12 km, 34.01°N 36.72°E
            Sat 15 Apr 2023, 1 year ago
            ML 4.1, 20 km, 33.78°N 35.71°E
            Sat 01 Apr 2023, 1 year ago
            mb 4.4, 10 km, 36.00°N 35.82°E
            1 aftershocks
            Thu 16 Mar 2023, 1 year ago
            M 4.6, 10 km, 36.44°N 34.42°E
            Sun 05 Mar 2023, 1 year ago
            M 4.5, 10 km, 36.75°N 36.24°E
            Sun 05 Mar 2023, 1 year ago
            mb 4.0, 10 km, 34.82°N 37.99°E
            Sat 25 Feb 2023, 1 year ago
            mb 4.1, 10 km, 36.72°N 36.45°E
            Mon 20 Feb 2023, 1 year ago
            Mw 6.3, 10 km, 36.13°N 36.00°E
            2 aftershocks
            Thu 16 Feb 2023, 1 year ago
            Mw 5.2, 10 km, 36.20°N 35.83°E
            4 aftershocks
            Thu 16 Feb 2023, 1 year ago
            ML 4.6, 5 km, 35.97°N 35.89°E
            3 aftershocks
            Tue 14 Feb 2023, 1 year ago
            mb 4.4, 10 km, 35.34°N 35.52°E