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Periola AA, Alonge AA, Ogudo KA. Ocean warming events resilience capability in underwater computing platforms. Sci Rep 2024; 14:3781. [PMID: 38360949 PMCID: PMC10869715 DOI: 10.1038/s41598-024-54050-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 02/08/2024] [Indexed: 02/17/2024] Open
Abstract
Underwater data centers (UDCs) use the ocean's cold-water resources for free cooling and have low cooling costs. However, UDC cooling is affected by marine heat waves, and underwater seismic events thereby affecting UDC functioning continuity. Though feasible, the use of reservoirs for UDC cooling is non-scalable due to the high computing overhead, and inability to support continuity for long duration marine heat waves. The presented research proposes a mobile UDC (capable of migration) to address this challenge. The proposed UDC migrates from high underwater ground displacement ocean regions to regions having no or small underwater ground displacement. It supports multiple client underwater applications without requiring clients to develop, deploy, and launch own UDCs. The manner of resource utilization is influenced by the client's service level agreement. Hence, the proposed UDC provides resilient services to the clients and the requiring applications. Analysis shows that using the mobile UDC instead of the existing reservoir UDC approach enhances the operational duration and power usage effectiveness by 8.9-48.5% and 55.6-70.7% on average, respectively. In addition, the overhead is reduced by an average of 95.8-99.4%.
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Affiliation(s)
- A A Periola
- Electrical, Electronic, and Computer Engineering, Cape Peninsula University of Technology, Cape Town, South Africa.
| | - A A Alonge
- Electrical and Electronic Engineering Technology, University of Johannesburg, Johannesburg, South Africa
| | - K A Ogudo
- Electrical and Electronic Engineering Technology, University of Johannesburg, Johannesburg, South Africa
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Chan HP, Chan YC, Sun CW. Thermal pattern of Tatun volcanic system by satellite-observed temperatures and its correlation with earthquake magnitudes. Sci Rep 2023; 13:19568. [PMID: 37950026 PMCID: PMC10638264 DOI: 10.1038/s41598-023-47048-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 11/08/2023] [Indexed: 11/12/2023] Open
Abstract
The land surface temperature (LST) of volcanoes detected from satellite sensors reflects the thermal status of heat sources in the subsurface. Volcanic earthquakes occur as magma and volcanic fluids transport to the surface from depth. Thus, both LST and earthquake magnitude are key parameters to the study of active volcanoes. Here we investigate the volcanic status of Tatun Volcanic Group (TVG) based on LST and seismic observations. The Earth-observing satellites onboard thermal sensor derived land surface temperature, and the seismic records retrieved volcanic earthquake magnitude are used to delineate the past and current pattern of volcanic activity plus the future trend of the TVG. The spatiotemporal distribution of LST and volcanic earthquake magnitude in TVG are analyzed. The high-similarity trends of the 4-decade LST time series and 3-decade earthquake magnitude time series are inspected. The retrieved surface thermal pattern shows the non-steady-state nature of the subsurface thermal sources at this volcanic complex. The LST trend exhibits a rather positive correlation with the energy released from volcanic earthquakes and consequently, the presumption on the connection between LSTs and earthquakes is validated.
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Affiliation(s)
- Hai-Po Chan
- Institute of Earth Sciences, Academia Sinica, Taipei, Taiwan.
| | - Yu-Chang Chan
- Institute of Earth Sciences, Academia Sinica, Taipei, Taiwan
| | - Cheng-Wei Sun
- Department of Geosciences, National Taiwan University, Taipei, Taiwan
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Gunatilake T. Dynamics between earthquakes, volcanic eruptions, and geothermal energy exploitation in Japan. Sci Rep 2023; 13:4625. [PMID: 36944726 PMCID: PMC10030564 DOI: 10.1038/s41598-023-31627-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 03/15/2023] [Indexed: 03/23/2023] Open
Abstract
Intruding magma brings high temperatures close to the surface, thus offering possibilities for harnessing large amounts of heat for geothermal exploitation. Mount Aso in southern Japan showed frequent volcanic activity during 2016, accompanied by significant earthquake activities with tens of thousands of aftershocks (Kumamoto sequence). Here we investigate the influence of earthquake/volcanic activity on the future productivity of nearby geothermal power plants to determine whether the activity is detrimental or beneficial to energy exploitation. Model results show an increase in [Formula: see text] pressure and temperature with a spatio-temporal correlation between modeled earthquake locations and aftershock decay rates along the entire sequence, showing that seismic activity opened pre-existing vertical cracks providing pathways for the ascending magma. Interestingly, the minor but still significant eruption of Mount Aso in October 2021 may have enhanced future geothermal power generation, indicating a vigorous and active system, possibly increasing the future geothermal power production.
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Affiliation(s)
- Thanushika Gunatilake
- Center for Hydrogeology and Geothermics (CHYN), University of Neuchâtel, Neuchâtel, 2000, Switzerland.
- ETH Zürich, Zürich, Switzerland.
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Lamur A, Kendrick JE, Schaefer LN, Lavallée Y, Kennedy BM. Damage amplification during repetitive seismic waves in mechanically loaded rocks. Sci Rep 2023; 13:1271. [PMID: 36690640 PMCID: PMC9870869 DOI: 10.1038/s41598-022-26721-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 12/18/2022] [Indexed: 01/24/2023] Open
Abstract
Cycles of stress build-up and release are inherent to tectonically active planets. Such stress oscillations impart strain and damage, prompting mechanically loaded rocks and materials to fail. Here, we investigate, under uniaxial conditions, damage accumulation and weakening caused by time-dependent creep (at 60, 65, and 70% of the rocks' expected failure stress) and repeating stress oscillations (of ± 2.5, 5.0 or 7.5% of the creep load), simulating earthquakes at a shaking frequency of ~ 1.3 Hz in volcanic rocks. The results show that stress oscillations impart more damage than constant loads, occasionally prompting sample failure. The magnitudes of the creep stresses and stress oscillations correlate with the mechanical responses of our porphyritic andesites, implicating progressive microcracking as the cause of permanent inelastic strain. Microstructural investigation reveals longer fractures and higher fracture density in the post-experimental rock. We deconvolve the inelastic strain signal caused by creep deformation to quantify the amount of damage imparted by each individual oscillation event, showing that the magnitude of strain is generally largest with the first few oscillations; in instances where pre-existing damage and/or the oscillations' amplitude favour the coalescence of micro-cracks towards system scale failure, the strain signal recorded shows a sharp increase as the number of oscillations increases, regardless of the creep condition. We conclude that repetitive stress oscillations during earthquakes can amplify the amount of damage in otherwise mechanically loaded materials, thus accentuating their weakening, a process that may affect natural or engineered structures. We specifically discuss volcanic scenarios without wholesale failure, where stress oscillations may generate damage, which could, for example, alter pore fluid pathways, modify stress distribution and affect future vulnerability to rupture and associated hazards.
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Affiliation(s)
- Anthony Lamur
- Department of Earth, Ocean and Ecological Sciences, University of Liverpool, 4 Brownlow Street, Liverpool, L69 3GP, UK.
- Department for Earth and Environmental Sciences, Ludwig Maximilian University of Munich, Theresienstraße, 41/III, 80333, Munich, Germany.
| | - Jackie E Kendrick
- Department of Earth, Ocean and Ecological Sciences, University of Liverpool, 4 Brownlow Street, Liverpool, L69 3GP, UK
- Department for Earth and Environmental Sciences, Ludwig Maximilian University of Munich, Theresienstraße, 41/III, 80333, Munich, Germany
| | - Lauren N Schaefer
- U.S. Geological Survey, Geologic Hazards Science Center, 1711 Illinois St., Golden, CO, 80401, USA
- School of Earth and the Environment, University of Canterbury, Private Bag 4800, Christchurch, 8140, New Zealand
| | - Yan Lavallée
- Department of Earth, Ocean and Ecological Sciences, University of Liverpool, 4 Brownlow Street, Liverpool, L69 3GP, UK
- Department for Earth and Environmental Sciences, Ludwig Maximilian University of Munich, Theresienstraße, 41/III, 80333, Munich, Germany
| | - Ben M Kennedy
- School of Earth and the Environment, University of Canterbury, Private Bag 4800, Christchurch, 8140, New Zealand
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Increment in the volcanic unrest and number of eruptions after the 2012 large earthquakes sequence in Central America. Sci Rep 2021; 11:22417. [PMID: 34789777 PMCID: PMC8599426 DOI: 10.1038/s41598-021-01725-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Accepted: 10/25/2021] [Indexed: 11/23/2022] Open
Abstract
Understanding the relationship cause/effect between tectonic earthquakes and volcanic eruptions is a striking topic in Earth Sciences. Volcanoes erupt with variable reaction times as a consequence of the impact of seismic waves (i.e. dynamic stress) and changes in the stress field (i.e. static stress). In 2012, three large (Mw ≥ 7.3) subduction earthquakes struck Central America within a period of 10 weeks; subsequently, some volcanoes in the region erupted a few days after, while others took months or even years to erupt. Here, we show that these three earthquakes contributed to the increase in the number of volcanic eruptions during the 7 years that followed these seismic events. We found that only those volcanoes that were already in a critical state of unrest eventually erupted, which indicates that the earthquakes only prompted the eruptions. Therefore, we recommend the permanent monitoring of active volcanoes to reveal which are more susceptible to culminate into eruption in the aftermath of the next large-magnitude earthquake hits a region.
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Volcanic eruptions are triggered in static dilatational strain fields generated by large earthquakes. Sci Rep 2021; 11:17235. [PMID: 34446813 PMCID: PMC8390651 DOI: 10.1038/s41598-021-96756-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 08/13/2021] [Indexed: 11/12/2022] Open
Abstract
Although data catalog analyses have confirmed that volcanic eruptions are triggered by large earthquakes, the triggering mechanism has been under discussion for many decades. In the present study, recent earthquake and volcanic data from the past 35–55 years were analyzed, and it was demonstrated for the first time that the likelihood of new eruptions increases two to three times in the 5–10 years following large earthquakes for volcanoes where the generated static dilatational strain exceeds 0.5 µ, which may, for example, activate gas bubble growth and thereby generate a buoyant force in the magma. In contrast, the eruption likelihood does not increase for volcanoes that are subjected to strong ground motion alone, which affect the magma system and volcanic edifice. These results indicate that we can evaluate the likelihood of triggered eruptions and prepare for new eruptions when a large earthquake occurs.
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Thermal remote sensing reveals communication between volcanoes of the Klyuchevskoy Volcanic Group. Sci Rep 2021; 11:13090. [PMID: 34158585 PMCID: PMC8219805 DOI: 10.1038/s41598-021-92542-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 06/07/2021] [Indexed: 02/05/2023] Open
Abstract
Volcanoes are traditionally considered isolated with an activity that is mostly independent of the surrounding, with few eruptions only (< 2%) associated with a tectonic earthquake trigger. Evidence is now increasing that volcanoes forming clusters of eruptive centers may simultaneously erupt, show unrest, or even shut-down activity. Using infrared satellite data, we detail 20 years of eruptive activity (2000-2020) at Klyuchevskoy, Bezymianny, and Tolbachik, the three active volcanoes of the Klyuchevskoy Volcanic Group (KVG), Kamchatka. We show that the neighboring volcanoes exhibit multiple and reciprocal interactions on different timescales that unravel the magmatic system's complexity below the KVG. Klyuchevskoy and Bezymianny volcanoes show correlated activity with time-predictable and quasiperiodic behaviors, respectively. This is consistent with magma accumulation and discharge dynamics at both volcanoes, typical of steady-state volcanism. However, Tolbachik volcano can interrupt this steady-state regime and modify the magma output rate of its neighbors for several years. We suggest that below the KVG the transfer of magma at crustal level is modulated by the presence of three distinct but hydraulically connected plumbing systems. Similar complex interactions may occur at other volcanic groups and must be considered to evaluate the hazard of grouped volcanoes.
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