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Annalisa Cappello 1 , Giuseppe Bilotta 1 , Claudia Corradino 1 , Gaetana Ganci 1 , Alexis Herault 1,2 , Vito Zago 1,3 , Ciro Del Negro 1 1 INGV-CT, Italy 2 CNAM, France 3 Northwestern University, USA 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail: [email protected]

Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

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Page 1: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Annalisa Cappello1, Giuseppe Bilotta1,

Claudia Corradino1, Gaetana Ganci1,

Alexis Herault1,2, Vito Zago1,3,

Ciro Del Negro1

1 INGV-CT, Italy

2 CNAM, France

3 Northwestern University, USA

1669 Etna eruption

Lava flow risk assessment on Mount Etna

through hazard and exposure modelling

E-mail: [email protected]

Page 2: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Summit eruptions

are consequence of

the ascent of magma

from a central

reservoir

through the central

conduit.

Flank eruptions

originate from the

central conduit; here

magma rises and

propagates laterally

and downslope,

feeding radial and

lateral fissures.

Summit and flank eruptions at Etna

All eruption typologies are likely to give rise to lava flow,

which is the greatest hazard presented by Etna to the

inhabited areas.

Page 3: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Aerial view (from South to North) of the densely urbanized southern flank of Etna. Numerous

historical and pre-historical parasitic cones are surrounded by towns and villages.

Page 4: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Definition of risk for lava flow inundations

H = Hazard The probability

that a certain

area will be

inundated by

future lava

flows over a

specific time

period.

H = Hazard The probability

that a certain

area will be

inundated by

future lava

flows over a

specific time

period.

V = Vulnerability The level of damage

suffered by an

element or group of

elements as a result

of the occurrence of

an event of given

intensity and

magnitude.

V = Vulnerability The level of damage

suffered by an

element or group of

elements as a result

of the occurrence of

an event of given

intensity and

magnitude.

E = Exposure (Value) A properly dimensioned

and scaled measure of

the number of people,

buildings, roads or other

critical infrastructure

potentially affected by the

hazardous phenomenon.

E = Exposure (Value) A properly dimensioned

and scaled measure of

the number of people,

buildings, roads or other

critical infrastructure

potentially affected by the

hazardous phenomenon.

Risk = Hazard × Vulnerability × Exposure

RISK

Vulnerability to lava flow inundation = 100% = 1

Page 5: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

500-m spaced grid 4,818 vents 6 eruptive classes 28,908 simulations (= 4,818 vents * 6 classes)

500-m spaced grid 4,818 vents 6 eruptive classes 28,908 simulations (= 4,818 vents * 6 classes)

Lava flow hazard map

Lava flow hazard based on

field data, probabilistic

modelling, and MAGFLOW

simulations.

Colors represent different

hazard levels indicating a

ranges of probability of

inundation by a lava flow

from a flank eruption in the

next 50 years.

https://doi.org/10.1002/jgrb.50190

http://doi.org/10.1144/SP426.16

https://doi.org/10.1038/srep03493

https://doi.org/10.1002/jgrb.50190

http://doi.org/10.1144/SP426.16

https://doi.org/10.1038/srep03493

Page 6: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Exposure

Organization in four general groups of elements at stake:

Population

Landuse

Buildings

Infrastructures and networks

Page 7: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Population

The population was calculated as the

density of people per unit area (i.e.

number of inhabitants per square

kilometers) normalized by the value

obtained for the most populated

municipality (Gravina di Catania).

Each density was homogeneously

assigned within the municipality

boundaries.

Page 8: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Landuse

Eight main categories (extracted from a

5-m RapidEye satellite image acquired

on 21 July 2018), to which we assigned

a scale of importance:

0.125 to rock outcrops

0.25 to waterbodies and riverbeds

0.375 to shrub land, grass land,

sparsely vegetated areas

0.5 to forests

0.625 to beaches

0.75 to agricultural areas

0.875 to dense urban areas

1 to the port and the airport of Catania.

Page 9: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Buildings

Criteria Critical

facilities Historical

value Industries

Residential, commercial

buildings

Global weigths

Critical facilities

1 1 3 3 0.57

Historical value

1 3 3 0.33

Industries 1 1 0.07

Residential, commercial

buildings 1 0.03

Total 1.00

For buildings, infrastructures and networks, we

used the Analytic Hierarchy Process (AHP),

introduced by Saaty (1980) to set a priority.

Page 10: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Infrastructures and networks

Criteria Service networks

Roads Railways Global weigths

Service networks

1 1 3 0.61

Roads 1 5 0.35

Railways 1 0.04

Total 1.00

Page 11: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Colors represent different probabilities of receiving damage.

The highest level inside Gravina di Catania (~0.35). High

probabilities for Aci Catena and Tremestieri Etneo (~0.20).

Catania has an exposure between 0.12 and 0.47: the

maximum values are due to the presence of a number of

strategic buildings, whereas the lowest value is explained by

the high number of people (more than 300,000 residents)

distributed over a large area, resulting in a density of

population of only 1,725/km2.

Total exposure

Page 12: Lava flow risk assessment on Mount Etna through hazard and … · 2020-05-04 · 1669 Etna eruption Lava flow risk assessment on Mount Etna through hazard and exposure modelling E-mail:

Colors represent different risk

levels, e.g. probability of being

damaged by lava flow

inundation in the next 50 years.

Highest level in the

municipalities of Gravina di

Catania, Tremestieri Etneo, and

San Giovanni La Punta.

High level: Southwest of

Zafferana Etnea and Fornazzo,

Santa Venerina.

Medium level: Valle del Bove,

Linguaglossa.

Lower levels in the western and

northern sector of Etna.

Risk map by lava flow inundation

https://doi.org/10.1130/B35290.1