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Record W4392579708 · doi:10.5194/egusphere-egu24-10354

The different evolution of recently grown volcanic islands in Tonga: two neighbouring volcanoes New Late‘iki and Home Reef

2024· preprint· en· W4392579708 on OpenAlexaboutno aff
Simon Plank, Emanuele Ciancia, Nicola Genzano, Nicola Pergola, Alfredo Falconieri, Sandro Martinis, Francesco Marchese

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicIsland Studies and Pacific Affairs
Canadian institutionsnot available
Fundersnot available
KeywordsVolcanoReefEarth scienceGeographyGeologyGeochemistryOceanography

Abstract

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Late’iki, formerly called Metis Shoal, and Home Reef are two active volcanoes located close to each other with a distance of approx. 23 km. Both volcanoes belong to the Tonga Volcanic Arc, west of the Tonga Trench in the South Pacific. During eruption processes, both volcanoes have produced ephemeral islands multiple times. The youngest volcanic islands were formed at Late’iki (called New Late’iki) during an eruption in mid-October 2019 and at Home Reef in September/October 2022. New Late’iki survived two months only, while the island at Home Reef survived over one year. Moreover, its area was even extended during a second eruption phase in September to November 2023. In this study, we analysed time series of multi-sensor satellite data in order to investigate the different evolution of the two youngest islands formed by the neighbouring volcanoes in 2019 and 2022, respectively. The information about the evolution of New Late’iki is taken from Plank et al. (2020), while recent multi-sensor satellite data have been analysed for the 2022/23 Home Reef eruption. Both islands, New Late’iki 2019 and Home Reef (2022), were formed during one single eruption phase. Analysis of MODIS and VIIRS visual and thermal data showed a 12-days long lasting eruption phase at New Late’iki in mid-October 2019 during which the island reached a maximum area of about 21,000 m² (measured by Sentinel-2). Six weeks later, New Late’iki Island was completely reclaimed by the sea. The 2022 eruption at Home Reef was three times longer and produced an island with a maximum area of approx. 54,900 m² (as measured on 8 October 2022). Comparing the evolution of the total island’s area, we see a 13 times faster erosion rate at New Late’iki compared to the one at Home Reef (until the beginning of the second eruption phase in September 2023). What caused the different evolution of the two neighbouring volcanic islands? Here, we will show how analysis of very high resolution (VHR) TerraSAR-X Starring Spotlight data (25 cm spatial resolution) supported by short wave infrared (SWIR) data from Sentinel-3 and HR imagery from Sentinel-2 and Landsat-8/9 satellites acquired over Home Reef provides more details to a better understanding of the evolution of volcanic islands. VHR radar data clearly shows a blocky structure developed at Home Reef, typical for a lava dome, i.e. very hard material robust against erosion. VHR TerraSAR-X data also enables to differentiate between the lava dome and the newly developed beach of unconsolidated material that was previously eroded from the lava dome. Reference:Plank, S., Marchese, F., Genzano, N., Nolde, M. & Martinis, S. (2020): The short life of the volcanic island New Late’iki (Tonga) analyzed by multi-sensor remote sensing data. Scientific Reports 10, 22293. http://dx.doi.org/10.1038/s41598-020-79261-7

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.087
Threshold uncertainty score0.173

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.284
Teacher spread0.265 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2024
Admission routes1
Has abstractyes

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