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Hazardous base surges of Taal’s
2020 eruption
A. M. F. Lagmay1,2*, M. I. R. Balangue‑Tarriela1, M. Aurelio1, R. Ybanez1, A. Bonus‑Ybanez2,
J. Sulapas1,2, C. Baldago1, D. M. Sarmiento1, H. Cabria3, R. Rodolfo3,4, D. J. Rafael1,
J. R. Trinidad1, E. Obille Jr.5 & N. Rosell II3
After 43 years of repose, Taal Volcano erupted on 12 January 2020 forming hazardous base surges.
Using eld, remote sensing (i.e. UAV and LiDAR), and numerical methods, we gathered primary data
to generate well‑constrained observed information on dune bedform characteristics, impact dynamic
pressures and velocities of base surges. This is to advance our knowledge on this type of hazard to
understand and evaluate its consequences and risks. The dilute and wet surges traveled at 50‑60 ms−1
near the crater rim and decelerated before making impact on coastal communities with dynamic
pressures of at least 1.7 kPa. The base surges killed more than a thousand livestock in the southeast
of Taal Volcano Island, and then traveled another ~ 600 m oshore. This work is a rare document of
a complete, fresh, and practically undisturbed base surge deposit, important in the study of dune
deposits formed by volcanic and other processes on Earth and other planets.
Aer 43 years of repose, Taal Volcano erupted on 12 January 2020 forming a 17–21-km high plume1–3 causing
prolonged widespread disruption to the normal daily activities of surrounding populations. Only one death was
directly attributed to the explosive eruption, the body of a person retrieved under a ~ 1.5 m-thick pyroclastic
deposit on the west coast of Taal Volcano Island (TVI). Another man who failed to evacuate from the island is
still missing4. Considering the sudden and explosive nature of Taal Volcano’s 2020 eruption that generated base
surges, the number of recorded fatalities could have easily been higher.
Base surges are one of the most lethal and destructive hazards of Taal’s historical eruptions5. Taal Volcano’s
1965 eruption was well-documented by J.G. Moore6,7, who aer observations of similar basal ows in nuclear
blasts, coined the word “Base Surge”, a term still used in the volcanological literature and by warning agencies
until today8–10. Base surges are the dilute, wet, and turbulent end-member of Pyroclastic Density Currents
(PDCs), which are gravity-driven ows generated by the collapse and lateral spreading of hot gas particle-laden
mixtures produced during explosive volcanic eruptions11,12. Base surges form when magma and water interact
during explosive phreatomagmatic eruptions10,13–18.
e 1911 eruption of Taal Volcano killed 1,335 people19, whereas the 1965 eruption killed 2006. Other eruptive
events, such as in AD1716, AD1731, AD1749, and AD1754, were also described to produce base surges resulting
in thousands of deaths20. Out of the 34 recorded historical eruptions since AD1572, Taal had six distinct erup-
tions reported to have generated base surges19,20. Here, we report the seventh distinct eruption of Taal Volcano
that generated base surges. Until the time of this writing, there is no verbal account nor published report on the
occurrence of base surges from Taal Volcano’s 2020 eruption.
e 2020 base surges were accidentally discovered during an ecological expedition on the barren Taal Volcano
Island (TVI) to search for signs of life (i.e. ora and fauna) and clues on how to make the area productive again21.
ese base surges were mapped in the eld with the aid of satellite and drone technologies. Pre-eruption Light
Detection and Ranging (LiDAR) data and post-eruption drone-generated Digital Terrain Models (DTMs) were
used to measure the thickness and estimate the volume of the latest surge deposits of Taal Volcano. e dune eld
in the southeast sector oers a rare, largely undisturbed, and nearly complete picture of a base surge deposit eld,
which we describe concisely in this article. Oen, these deposits are studied as discontinuous outcrops years aer
an eruptive event (e.g. Maungataketake, New Zealand; Tungurahua, Ecuador; Taal, Philippines), when erosion,
deposition, and vegetation have obliterated or concealed important features that hinder better understanding
of ow emplacement and dynamics22–24.
OPEN
UP National Insitute of Geological Sciences, College of Science, University of the Philippines, Diliman, Quezon
City, Philippines. UP Resilience Institute and NOAH Center, University of the Philippines, Diliman, Quezon
City, Metro Manila, Philippines. Agriculture Sustainability Initiatives for Nature, Inc., Diliman, Quezon City,
Philippines. Department of Environmental Science, Ateneo De Manila University, Loyola heights, Quezon City,
Metro Manila, Philippines. National Institute for Science and Mathematics Education Development, University of
the Philippines, Diliman, Quezon City, Philippines. *email: aalagmay@up.edu.ph
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As one of the 16 Decade Volcanoes25–27 identied by the International Association of Volcanology and Chem-
istry of the Earth’s Interior (IAVCEI), this work on the Taal Volcano 2020 base surges is of particular importance
because of the destructive nature and proximity of the volcano to densely populated areas. e results can also
be used to compare dune deposits formed by volcanic, and other processes on Earth and other planets28–30.
Results
Analysis of time‑series imagery and video analysis. e 12 January 2020 eruption of Taal Vol-
cano generated a vertical volcanic eruption column consisting of a gas thrust (jet phase), a convective, and an
umbrella region31. e gas thrust region rose to ~ 130 meters above the Main Crater (MC) rim and is identied
by the region where ballistic volcanic bombs and laterally moving ows (basal clouds) traveling at 50-60 ms−1 are
observed. In the convective region, ingested air continued to expand the plume reducing its density. is caused
the discharging mixture of hot gas and pyroclasts to rise and form a gray-colored column of billowing clouds
that thickened upward. By around 4:00 pm, a north-driing umbrella cloud is well-formed (Fig.1), which by
8:00 pm reached a height of 17-21 km1–3 with an E-W diameter of ~ 100 km. e eruption height and umbrella
diameter suggest that the eruption was characterized by mass discharge rates31,32 in the order of 107 kgs−1 equiva-
lent to a Volcanic Explosivity Index (VEI)=4. Intense activity lasted up to about 10 hours and started to wane in
the morning of 13 January 2020 at about 2:49 am when lava fountaining was observed33. Volcanic activity on 13
January 2020 was characterized by a series of discrete, cannon-like explosions34 that were directed towards the
west (see supplementary video).
Thickness and volume. Based on the analysis of pre- and post-2020 eruption DTMs of the southeast sec-
tor of TVI, the base surge deposits of Taal Volcano are thickest on the upper slopes (50–180 m elevation) where
the gradient is on average about 17°. e maximum and average thickness on these slopes are 12 m and 4.7 m,
respectively (Fig.3). In the middle part of the southeast sector (20–80 m elevation), where the average slope
gradient is 13°, the maximum thickness is 11 m whereas the average thickness is 2.6 m. e lower slopes near the
coast (4–26 m elevation), with an average gradient of 8° have the thinnest deposits with a maximum and average
thickness of 5.8 m and 0.9 m, respectively.
e base surge deposits drape dierentially over undulating topography. Deposits are relatively thin at the
crest of hills becoming thicker at their base. is is observed almost everywhere in the dune eld except for an
area where there is a conspicuous topographic bulge at the lower half of the upper-slope section (Fig.3). Upon
closer examination of topographic proles, this sudden change in relief reects the frontal edge of an older pre-
2020 PDC deposit draped by new deposits. In this area, dilute PDC deposits are thick at the top of the old deposit
and abruptly become thin downslope of the bulge. Sudden thinning of the deposit downstream of the bulge may
Figure1. Photographs and screenshots of videos of the 12 January 2020 eruption of Taal. (A) Eruption showing
a lateral basal cloud with an estimated fountain height of 360-370 m. Photo by Johnny Alegre (CC- BY SA4.0).
(B) Umbrella cloud and convective regions. Photo by David Comes Lorenzo. (C) Magnied view of base surges
(dilute and “wet” PDCs) forming in the southeast sector of TVI; (D) Dust covering the southeastern slopes of
TVI. Photos C and D by Andres Alisuag.
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be due to the pre-existing gully that channelled the base surge or air entrainment as the current jumped over the
bulge favoring suspension. In other areas of the lower slopes, base surge deposits become thinner immediately
upon crossing a pre-eruption river channel (Fig.3). e deposit thickens aer a few tens of meters and suddenly
thins out again aer another river channel is crossed in the dendritic drainage network of the southeast ank.
e estimated volume of the base surge deposits on TVI, which cover an area of 6.2 million m2 (Fig.2), is
19 ± 3 million m3 with a Dense Rock Equivalent (DRE)35 of 10 ±1.6 million m3. e thickness of the deposit at
the coast is 0.9 m on average, which indicates that the base surges reached the outer lake. Based on the extent
of base surge dunes in the west, our calculations placed the end of the density current in the southeast sector ~
600 m oshore the village of Calauit (see Fig.2B).
Morphology. Remotely sensed images show the entire TVI covered by light gray tephra. Close-up views
reveal a distinct mottled texture that arises from dune-like forms, typical of base surge deposits6,7. e outlines
of these dunes were delineated manually from the crater rim to the coast of the island on the southeastern and
western slopes. ey are also present in areas in the north but do not extend up to the coast of TVI (Fig.2). ere
are no dunes in the southwest slopes because of the high elevation of the main crater rim in the southwest. e
distribution suggests radial spreading of the base surges as a result of column collapse7 with possible contribu-
tion from discrete “cocktail jets”, “radially-overpressured jets” and “eruption slugs”13–15,17,36.
e southeast sector is characterized by a desert-like dune eld (Fig.2) and incised channels from surface
water runo erosion. e larger incised channels or gullies generally follow pre-eruption drainage whereas the
smaller incised channels are mainly controlled by the dune relief. Larger dunes bear erosion marks that resemble
a trellis drainage pattern that connect to smaller incised channels at the base of and in between dunes. ese
smaller incised channels, in turn, connect to larger gullies.
Base surge dunes in the eastern sector of TVI are generally oriented parallel to the southeast crater rim and
are most prominent at mid-slopes. e ratio of dune wave height (0.12–0.80 m) and wavelength (1.1–9.0 m)
scales down towards gentler slopes at low elevations (Fig.3) with wave height decreasing progressively, which
reects waning of the density current. e ratios of wave height to wavelength plot partly within the eld of
base surges (moist PDCs) in pyroclastic dunes studied worldwide37. is eld of moist PDCs in the diagram is
Figure2. Dunes of TVI. (A) General location of Taal Volcano Island. e area within the dashed lines is
the Macolod Corridor, a 40-km-wide ri zone65. (B) Distribution of the 2020 base surge dunes. Circles refer
to upper slope, middle slope, and lower slope boundaries. Areas with dune forms identied through satellite
imagery are in red. Field validation was done in the southeast ank (yellow portion of map). K3 and ASTI
(“Philippine Copyright 2021 by DOST-ASTI”, includes material (c) KARI 2021, Distribution (SI Imaging
Services, Republic of Korea), all rights reserved. (C) Photograph of the dune eld. (D) Digital Surface Model
of school overwhelmed by base surges. Sinuous dunes and runup of the base surge also occur inside the
classrooms. (E) Plan view image of dunes showing elongate and lunate dunes. Bifurcation of dunes is also
shown.
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hereby expanded because of the morphometry of dunes in the mid-slopes and those near the coast, which exhibit
smaller wave height to wavelength ratios.
Dunes are asymmetrical with the stoss side invariably shorter than the lee side (Fig.3). When measured
relative to the horizontal plane, the stoss sides of dunes have gentler slopes compared to their lee sides along
steep slopes of the volcano. Nearer to the coast where the volcano gradient is nearly at, the stoss side is steeper
than the lee side. However, when stoss and lee angles are measured relative to the dip angle of the underlying
slope, steepness of the stoss is always higher than the lee side of dunes. is observation where the underlying
topography aects the measurement angle of the stoss and lee sides has implications to the study of outcrops of
old dune formations produced by dilute PDCs. When not recognized, this may lead to diculties in the inter-
pretation of ow direction and formation mechanisms of bedforms22,24,38.
Dune bedforms are mostly elongated with lengths ranging from 3.9 - 12.6 m and are sinuous or lunate in
planform. e bedforms have a mean length of 5.7 m with a standard deviation of 1.9 m. Lunate dunes22 are domi-
nantly crescent-shaped and concave downstream. ey are commonly found at the lower slopes whereas sinuous
dunes are more abundant at the middle and upper slopes. Occasional bifurcation of dunes was also observed.
Dune bedforms are not readily apparent in the area a few tens of meters from the crater rim but closer examina-
tion in the eld reveals the presence of slight bulges on the surface with underlying cross-bedded structures.
Stratigraphy and componentry. e stratigraphy of the 2020 base surge deposits in southeast TVI is
composed of alternating undulating beds and laminae which are, in general, relatively coarser near the crater
compared to those near the coast (Fig.5). is suggests that the density currents were losing energy and carrying
capacity as they traveled downslope. When foresets and backsets of beds and laminae of non-uniform thickness
connect, they form dunes. Laterally continuous, horizontal planar beds with equal thickness and well-sorted
components are less pervasive. When present, they may indicate the contribution from fall out of pyroclasts. e
presence of accretionary lapili in almost all of the deposits, plastered deposits on vertical walls, as well as abun-
dance of juveniles and accidental clasts, constitute strong evidence that suggests a wet density current formed
from water-magma interaction10.
e pre-2020 eruption topography is marked by the presence of plant debris. Overlying the unconformity is
a poorly sorted 0.2-m bedded tephra deposit dominated by ash-sized pyroclasts. is bed is overlain by cross-
bedded deposits dominated by lapilli-sized lithic and crystal fragments. Some of the tephra layers show grading,
both normal and reverse. e number of irregularly stacked dunes is variable, ranging from 1-4 dune bed forms
of variable sizes with outcrops in the mid-slope having the most number in a stack. In between stacked dunes
are dierential draping beds that ll the trough between laterally adjacent dunes. Laminae composed of poorly-
sorted ner-grained tephra cap the dunes. Overall, there is an increase in the proportion of ne components
in strata towards the top of each outcrop. ese stratied beds and laminae of the surge deposits are believed
by many to have formed from numerous explosions that generate particle-laden density currents that vary in
Figure3. (A) Graph of dune waveheight vs wavelength for subaerial dry and moist pyroclastic ows, eolian,
uvial and aqueous sediment-gravity (epiclastic) ows. Modied from Moorehouse and White (2016) (B)
ickness of surge deposits in the upper, middle, and lower slopes of the southeast sector of TVI. Proles also
show dunes with stoss and lee sides at dierent gradients of underlying slope.
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velocity during transport38–42. Lastly, the size-frequency distribution in all sampled beds indicates poor sorting
reective of deposition from a density current. Some beds exhibit a weakly bimodal distribution (Figure4).
Nearly all sections of dunes have cross-bedded structures with dipping planar beds inclined by about 5°–18°
(Fig.5). Foresets and backsets in many sections of dunes are typically truncated by overlying strata and are
interpreted as limbs of earlier-formed dunes that were eroded at their crests by succeeding ows. In the lower
slopes, backsets are steeper than foresets whereas in the proximal to medial areas where the underlying slopes are
steeper, the opposite is observed (see discussion on stoss and lee angles above). ere is aggradation or regression
in the upstream direction and migration of the crest of stacked dunes towards the crater typical of antidunes
(Fig.5C,E,F). However, there were two adjacent outcrops beside a gully where migration of the crest of stacked
dunes is toward the downstream direction (Fig.5D).
Volcanic glass (vitric), lithics, and crystal fragments comprise the base surge beds (Fig.4C). e vitric com-
ponent is commonly light brown to black, translucent, and exhibits blocky, scoriaceous, and uted forms. Bub-
ble wall shards with varying vesicularity were observed in some fractions but with dominance of blocky vitric
components suggestive of a phreatomagmatic eruption origin42. Lithic fragments plucked from the wall rock
or conduit, includesub-rounded rock fragments, oxidized grains, as well as hydrothermal fragments such as
those observed in hydrothermal ore deposits (white to yellow in appearance). Pyrogenic crystal components
(e.g. gypsum, olivine, plagioclase, quartz) consist of euhedral to fragmented free crystals, with some still embed-
ded in glassy groundmass, while hydrothermal minerals (e.g. suldes, quartz) were mostly observed with the
hydrothermal lithics. All samples contain the 3 tephra components, but are generally dominated by volcanic
glass (56%-77%) with varying morphologies. Lithics are composed of 18–26% hydrothermal fragments (e.g
altered volcanic lithics) with an insignicant amount of rock grains. Crystal fragments have the lowest portion
in all the layers (< 25%).
Impacts. Previously vegetated areas in the southeast sector of TVI were reduced to a desert dune eld with
fallen trees, ruptured bamboo, and splintered tree trunks (Fig.6A,B). e unidirectional blowdown was pro-
nounced near large gullies where base surges were funneled. Trees were debarked and sandblasted mainly on the
side facing the main explosion crater with some scorched but not completely turned into charcoal (Fig.6C). is
suggests that these wet surges were at a minimum temperature of 200° C43,44. In this part of the island, regrowth
of trees a year aer the 2020 eruption is not evident.
Figure4. (A) Station 1 (14.002304°, 121.008571° Located at Fig.5D) where samples were collected; (B) Ash
components including vitric, lithic, and crystals (gypsum, olivine, plagioclase, quartz crystals), as well as
secondary quartz and sulde fragments from the mineralized hydrothermal system; (C) Grain size distribution
graph per sampled layer; (D) Accretionary lapilli found in Samples 3 and 4; (E) Relative abundance of the
components of ash per sample.
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Velocity of the base surges near the crater rim is estimated to be ~ 50–60 ms−1 based on video analysis. When
considering the maximum solution with a 16% exceedance probability as a safety value45,46, calculated dynamic
pressures using PYFLOW_2.0 at the upper slopes (1.3 km from the vent) reect values typical of a dilute PDC
that can cause light to moderate building damage47, with values ranging from 3.5 kPa over the rst 2.5 m (typical
height of a 1-storey house) to 5.2 kPa over the deposit height. e calculated velocities at this location show a
maximum of 48 ms−1 over the deposit height, increasing to 57 ms−1 over a height of 2.5 m.
Downstream, a splintered Ceiba pentrada48 in the lower mid-slopes (Fig.6A) and a ruptured bamboo located
beside a gully (Fig.6B) indicate dynamic pressures in excess of 2.1 ± 0.6 kPa and 1.7 ±0.5 kPa44,49, respectively.
eir equivalent velocities are 40 ± 6 ms−1 and 36 ± 6 ms−1 using a minimum shear ow density of 2.7 kgm−3.
Further downslope, PYFLOW_2.0 estimated a maximum velocity of 14 ms−1 near the coast (2.2 km from the
vent). e computed velocities show a decreasing trend from the crater to the coast. ese velocities are con-
sistent with estimates using the energy-line method50–52 and show deceleration despite a concave upward slope
prole53 of Taal Volcano.
Buildings along the coast had collapsed roofs made of galvanized iron sheets and were buried by about 1-2
m of base surge deposits. Some areas were plastered by vertically-oriented and bedded muddy coating (Fig.6D).
Scattered ballistic projectiles, mainly composed of scoria bombs and minor altered lithic fragments, are found
on the surface of the surge deposit eld. ey range from lapilli- to block-sized clasts with scoria bombs decreas-
ing in size towards the coast. Multiple base surge ows impacted the community based on evidence of stacked
dune bedforms. Temperatures were also signicantly high to scorch trees in the community and can be lethal.
Lastly, even at low temperatures and dynamic pressures, prolonged exposure to inhalable hot ne ash reduces
the chance of survival54.
Discussion
Base surges are considered as a main hazard of Taal Volcano. Mobile and water vapor-rich, they can travel at
velocities greater than 30 ms−1 and bury everything in their path7,8. is work provides primary data and observed
information, useful to advance our understanding of base surges and evaluating consequences and risks of such
eruptions17,55.
e 17–21 km-high phreatomagmatic eruption of Taal in 2020 has equivalent mass discharge rates in the
order of 107 kgs−1 with VEI=4. Base surges spread radially on the island from fountain collapse heights31 of ~
360-370 m based on detailed analysis of photographs. A total base surge volume of 19 ±3 million m3 was depos-
ited on the island beginning late aernoon, which most likely continued for another 10 hours based on peak
Figure5. Stratigraphy of dierent dune bedforms in the southeast sector of TVI showing foresets, backsets,
erosional features, curved surfaces, and ballistic fragments on the surface. See locations designated by letters
A–F.
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activity as reviewed from ocial bulletins and seismic records. Topographic lows in the southeast and west of
the MC rim allowed base surges to reach coastal areas extending ~ 600 m oshore the village of Calauit in the
southeast sector of TVI.
A total of 480 families in Calauit were lucky to have evacuated the village hours before it was completely
overwhelmed by lethal and destructive base surges. Unfortunately there was not enough lead time to evacuate
480 cattle, 270 horses, 70 carabaos, 276 goats, and more than a thousand swine and poultry56. All were declared
in the livestock mortality report submitted to the Department of Agriculture.
Dunes characterize the base surge deposits on TVI. ese elongated and sinuous mounds are perpendicular
to sub-perpendicular to the direction of the density current as checked against the orientation of the blowdown
of trees. Wave height to wavelength ratios of dunes partially plot in the moist PDC eld of those studied world-
wide. e unique morphometry of dunes in the mid-slopes and those nearer the coast, exhibiting smaller wave
height to wavelength ratios, extends the eld of moist PDCs. Dune proles exhibit both progressive and regres-
sive migration of dune crests, eroded foresets and backsets, cross stratication, pinch and swell draping, and
other sedimentary structures that provide a rich source of information that can contribute to the discussions on
the ow regime and emplacement of pyroclastic density currents based on bedform characteristics22–24,39,44,57–60.
Dynamic pressure and velocity estimates based on video analysis, numerical simulations, and impact calcu-
lations for broken and splintered Ceiba pentrada48 and ruptured bamboo, show a decreasing trend from 50–60
ms−1 from the crater to 48 ms−1 in the upper middle slopes to 36–40 ms−1 near the gullies of lower slopes to
14 ms−1 near the coast. Structural impacts of these dynamic pressures on the village of Calauit were enough to
destroy windows but not topple the walls of 1-storey buildings made of reinforced (steel bars) concrete walls.
e sequence of deposits suggests that the roof of houses collapsed due to tephra accumulation prior to the
arrival of base surges. Lastly, computed velocities are generally consistent with estimates using the energy line
model50–52 and the base surges decelerated from the crater rim to the coast (Figure7). is is inconsistent with
the models expected for a volcano with a concave upward slope prole like Taal Volcano, where acceleration is
rst to be expected before deceleration53.
Figure6. Photos of the eect of base surges on the southeast portion of TVI. (A) Snapped and splintered
tree trunk of Ceiba pentrada with trunk diameter ~ 0.5 m; (B) Ruptured bamboo (Culm diameter = 12 cm);
(C) Scorched and debarked tree on the side facing the crater; (D) Base surge deposit run-up against school
wall facing the crater. Inset photo shows plastered base surge deposits. is unique feature of pasty materials
persistently sticking on walls is proposed to be called “ludite”.
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Methodology
Review of images and videos. Hundreds of photos taken by residents around Taal Lake, weekend tourists
and passengers of commercial airplanes were reviewed to determine the type of eruption that took place on 12
January 2020 and 13 January 2020. Time-lapse videos taken by the authors on 13 January from Tagaytay, north
of TVI, were also reviewed. Analysis of the photos include the delineation of low areas of the MCL crater rim and
possible overow by PDCs above the rim. e fountain collapse height,
Hf
, was measured from photographs to
be around 130 m high from the eastern ridge of the TVI. We added the 235-m depth of the crater oor, which is
4 m above sea level, to come up with an
Hf
range of 360–370 m that accounts for inaccuracies in estimation. is
estimate is consistent with the expected range of fountain collapse heights according to Sparks (1997)31 given a
discharge rate that corresponds to the 17–21 km plume height1–3 of Taal Volcano’s 2020 eruption.
Available LiDAR DTMs for the whole island was used to delineate the pre-2020 topography of TVI61 and
for the thickness analysis of newly-formed base surge deposits. e DTMs were also used to measure the dune
dimensions.
Field work and sample collection. Field surveys were conducted on January 30 and February 13, 2021, a
little over a year aer the eruption of Taal Volcano. Targeted areas in the 2-day eldwork of the southeast portion
of TVI were based on the analysis of photographs and remotely sensed imagery. Tephra was sampled in-situ in
dierent areas of the survey site using a container with xed volume. ese samples were then weighed in the
laboratory for calculation of the bulk density of the base surge deposit, which was in turn used for the conversion
of the base surge tephra volume estimate to DRE volume using the following equation:
where magma density used is 2700 kgm−3 (basaltic andesite magma), and tephra density is 1,425 kgm−3.
Descriptions of the tephra stratigraphy were conducted along exposures in rills (
≤
1 m deep) and gullies (3–7
m deep) at the southeast ank of the volcano. Sections were scraped to expose the stratigraphy. Dunes were also
scraped perpendicular to the elongation axis of mounds to expose internal structures.
Grain size and componentry analysis. At least 500 g to 1 kg of samples were collected per layer in the
eld to determine the size distribution of ash from individual layers. Grain size analyses were conducted with
manual sieving. Cone and quartered samples were dried overnight at 60C to eliminate moisture. Sieving was
performed using U.S.A. Standard Test Sieves ASTM E-11-2062 in the National Institute of Geological Sciences,
University of the Philippines. Lithic, crystal, and vitric components were identied and described using a ster-
eomicroscope, counting at least 1200 grains per sample.
DEMs from Drones. A DJI Mavic Pro unmanned-aerial-vehicle (UAV) was used to obtain aerial imagery of
parts of the southeastern sector of TVI. Selected regions of interest in the southeast sector were pre-programmed
for mission ight paths covering areas of interest such as drainage, base surge dunes, and communities believed
to have been ovewhelmed by dilute PDCs. Sequential photos along the ight path were collected with 60% over-
lap to generate orthomosaic images, point-clouds, and DSMs.
Estimates of dynamic pressure and velocities. Dynamic pressures for the broken and splintered Ceiba
pentrada (r = 25 cm,
σult
= 29,600 kPa48,
ho
= 25 m) and the ruptured bamboo (r = 6 cm,
σult
= 150,600 kPa63,
ho
= 15 m) were calculated using the following49:
(1)
DRE
=
Tephra Volume
∗
Tephra Density
Magma Density
Figure7. Projection of energy line model along the southeast prole of Taal Volcano Island where observation
and calculation points for velocity are located from the vent center to the projected maximum runout distance.
Velocities calculated using dierent methods (vC) and velocities calculated using the energy line model (vEL)
for each of the four observation points are shown. (A) Location of southeast prole and observation points. (B)
Image from timelapse video at 36 seconds showing 500–600 m open area within the southeast inner crater. (C)
Image from time-lapse video at 46 seconds showing the area from B being covered by a moving base surge.
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where
Pdyn
is the dynamic pressure, r is the radius of the tree,
σult
is the yield strength,
CD
(1.1) is the coecient
of drag, and
ho
is the estimated height of the trees.
Probability density functions of ow properties and impact parameters (e.g. velocity, density, dynamic pres-
sure, rate and time of deposition) were solved based on the grain size and componentry analysis at two of the
sampled outcrops (Station 1: 14.002304°, 121.008571° and Station 2: 13.99353°, 121.0119°) using PYFLOW_2.064.
e program reports the average (corresponding to 50th percentile), minimum (16th percentile), and maximum
(84th percentile) solutions of each uid dynamic variable. Values reported at specic heights are the maximum
solutions with a 16% exceedance probability, considered here as a “maximum safety” value45,46. Using the dynamic
pressures previously calculated and a minimum shear ow density of 2.7 kgm−3 computed by PYFLOW_2.0 at
Station 2, the ow velocities at the location of the Ceiba pentrada and the ruptured bamboo were calculated with:
where
ρ
is the density and v is the velocity.
Energy‑line velocities. e mobility ratio (H/L) was calculated based on the observed collapse height (H
= 360 m) from the time-lapse video whereas the run-out distance (L = 2,858 m) was measured from the center
of the vent to the farthest extent of the dunes observed towards the coast. e resulting mobility ratio was plot-
ted on a log-normal relationship showing the PDC‘s volume and mobility with 95% condence and prediction
limits50.
e maximum potential velocity of PDCs (Eq.4)50–52 was derived based on the projected energy line model
from the eruptive center of TVI.
where v is the velocity, g is the acceleration due to gravity and h is the vertical distance between energy line and
the ground surface. Points where velocity was observed or calculated using other methods were then plotted
along the energy line prole to compare the resulting potential velocities from the energy line model (Fig.7).
Limitations. Only deposits in the southeastern areas of TVI are described in this paper with what can be
accomplished in the span of two days of eldwork with Alert Level 1 (Abnormal) hoisted over the entire Taal
Volcano Island and Covid-19 modied quarantine restrictions still in place.
Data availability
e datasets used and analysed in this study are available on Google Drive at https:// tinyu rl. com/ z74us c32. Use
of the datasets can be cited as follows: “Lagmay etal., 2021 (this paper)”. e pre-eruption LiDAR DEM is openly
available on DOST-Project NOAH’s Phil-LiDAR online portal: https:// phill idar- dad. github. io/ taal- open- lidar.
html.
Received: 2 April 2021; Accepted: 15 July 2021
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Acknowledgements
e authors would like to thank the First Asia Institute of Technology and Humanities (FAITH) Colleges, FAITH
Botanic Gardens Foundation (FBGF), and the local government units of Balete, Batangas for collaborating and
facilitating access to the southeast sector of Taal Volcano Island. is work was funded by the University of the
Philippines System through the UP Resilience Institute project “Pandemics, Compound Disasters, and Other
Complex Emergencies” and the UP National Institute of Geological Sciences. We would also like to thank Car-
mille Marie Escape for assisting in digitizing grains for measurement, and the eight brave souls who retrieved a
crashed drone containing invaluable ight data.
Author contributions
All authors participated in the eld investigation and writing the manuscirpt.
Competing interests
e authors declare no competing interests.
Additional information
Supplementary Information e online version contains supplementary material available at https:// doi. org/
10. 1038/ s41598- 021- 94866-2.
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