124 results on '"Hazard estimation"'
Search Results
2. Quantifying the current state of earthquake hazards in Nepal
- Author
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Sumanta Pasari, Yogendra Sharma, and Neha
- Subjects
Nepal ,Earthquake nowcasting ,Probability models ,Hazard estimation ,Geography. Anthropology. Recreation ,Geology ,QE1-996.5 ,Electronic computers. Computer science ,QA75.5-76.95 - Abstract
Quantitative estimates of present-day earthquake hazard in major cities are essential for effective policymaking, community development, and seismic risk reduction. In this study, we develop a statistical analysis of natural times in Nepal to compute earthquake potential score (EPS) that describes the current level of seismic progression of a city through irregular repetitive cycle of regional earthquakes. The method, known as earthquake nowcasting (Rundle et al., 2016), uses a discrete time domain of natural times, cumulative counts of small interevent earthquakes, to characterize the present state of fault system by way of considering all earthquake events, including dependent, induced, or triggered seismicity. Data analysis and statistical inference of natural times corresponding to M ≥ 6 events assign EPS values between 59% and 99% to 24 major cities of Nepal, with the scores of metropolitan areas Kathmandu (95%), Pokhara (93%), Lalitpur (95%), Bharatpur (93%), Biratnagar (92%), and Birganj (93%). Physically, these nowcast scores, viewed as a way of tectonic stress accumulation since the last event, provide a realistic estimate on how far along is a city in its earthquake cycle of large sized events at current time. The proposed analysis and emanated results produce valuable information to the academia, industry, and public on the current dynamical state of seismic hazard in the highly earthquake prone Nepal region.
- Published
- 2021
- Full Text
- View/download PDF
3. Study of Seismic Potential of Benarvan Fault by Deterministic and Probabilistic methods
- Author
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Fariba Hemmati, Behzad Zamani Gharehchaman, Davood Mokhtari, and Shahram Roostei
- Subjects
seismicity ,benarvan fault ,hazard estimation ,deterministic and probabilistic methods ,Geography (General) ,G1-922 - Abstract
Benarvan Fault with the length of more than 20km is one the most important faults existing in Azarbaijan region which is located on the southern flank of Bozghoush Mount of Azarbaijan with the general orientation of southwest- northeast. In this research seismicity and seismic risk were determined by deterministic and probabilistic methods and the obtained results were analyzed. To do so, first, existing seismic sources and faults of the region and surrounding regions were identified and investigated in a radius of about 100 km and their characteristics such as length, orientation and distance from the center of Benarvan Village were determined. Then the maximum credible earthquake resulting from the activities of these faults was calculated by using deterministic and probabilistic methods. The Gutenberg-Richter Method was applied for calculating the return period of earthquake magnitude, as well. In fact, in this section the magnitude return period was calculated for the 100 km extent of the region by using the statistical methods. The results of the calculation of return periods for various magnitudes showed that the return period for an M7 earthquake was about 107 years.
- Published
- 2018
4. Hazard estimation of Kashmir Basin, NW Himalaya using probabilistic seismic hazard assessment.
- Author
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Yousuf, Maqbool and Bukhari, Kaiser
- Subjects
- *
EARTHQUAKE hazard analysis , *EARTHQUAKE zones , *STRUCTURAL geology - Abstract
This study presents hazard estimation of Kashmir Basin, NW Himalaya using regional ground motion relations, representing one of the most seismically active region in the Himalayan belt. Fault-level seismic recurrence parameters are determined from an updated earthquake catalogue spanning from 25 to 2018 AD for all possible seismic sources. The estimated hazard maps are presented for three ground motion parameters (PGA, short and long period spectral acceleration) for 50, 100, 500 and 2500 years return periods. Moreover, uniform hazard response spectrums and hazard curves are presented for all ten districts of the basin. The southern section of the basin consisting districts of Budgam, Shopian, Pulwama and Kulgam show higher hazard levels due to presence of numerous seismogenic structures in close vicinity. Our results highlight that the imposed seismic hazard in Kashmir basin is highly underestimated which need to be redressed by modifying the current provisional design standards. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
5. A novel Bayesian continuous piecewise linear log-hazard model, with estimation and inference via reversible jump Markov chain Monte Carlo.
- Author
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Chapple, Andrew G., Peak, Taylor, and Hemal, Ashok
- Subjects
- *
MONTE Carlo method , *MARKOV chain Monte Carlo , *LOG-linear models , *PROPORTIONAL hazards models , *RESEARCH , *RESEARCH methodology , *MEDICAL cooperation , *EVALUATION research , *COMPARATIVE studies , *SYSTEM analysis , *ALGORITHMS , *PROBABILITY theory - Abstract
We present a reversible jump Bayesian piecewise log-linear hazard model that extends the Bayesian piecewise exponential hazard to a continuous function of piecewise linear log hazards. A simulation study encompassing several different hazard shapes, accrual rates, censoring proportion, and sample sizes showed that the Bayesian piecewise linear log-hazard model estimated the true mean survival time and survival distributions better than the piecewsie exponential hazard. Survival data from Wake Forest Baptist Medical Center is analyzed by both methods and the posterior results are compared. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
6. The Role of Patent Rights in Mergers: Consolidation in Plant Biotechnology
- Author
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Marco, Alan C. and Rausser, Gordon C.
- Subjects
Mergers ,duration models ,hazard estimation ,patents ,plant biotechnology. - Abstract
Few micro-level empirical papers have addressed the impact of the patent system on industry structure. Using firm-level patent data for public and private firms in plant biotechnology, we develop a measure of patent enforceability. Duration models show that patent statistics are a useful predictor of the timing of merger activity. We find that patent enforceability is an important factor influencing the likelihood of mergers. Mergers in plant biotechnology may be partially motivated by the enforcement of patent rights when firms have overlapping technologies; some of the merger activity may be explained by attempts to avoid mutually blocking technology, as exemplified in the case of Roundup Ready corn.
- Published
- 2007
7. Hazard Rate Estimation
- Author
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Gu, Chong and Gu, Chong
- Published
- 2013
- Full Text
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8. Penalized Pseudo Likelihood
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Gu, Chong and Gu, Chong
- Published
- 2013
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9. Smart Navigation for Firefighters in Hazardous Environments: A Ban-Based Approach
- Author
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Chammem, Mhammed, Berrahal, Sarra, Boudriga, Nourreddine, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Zu, Qiaohong, editor, Hu, Bo, editor, and Elçi, Atilla, editor
- Published
- 2013
- Full Text
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10. Geoinformatics and Mass Movements: A Study on Li-shan Landslide, Taiwan
- Author
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Shou, Keh-Jian, Pradhan, Biswajeet, editor, and Buchroithner, Manfred, editor
- Published
- 2012
- Full Text
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11. Line days as a determinant of central line-associated bloodstream infections in pediatric patients with tunneled femoral peripherally inserted central catheters
- Author
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Andrew B Cooper, Eric J. Monroe, Kevin S. H. Koo, Giridhar M. Shivaram, Danielle M. Zerr, and Joseph Reis
- Subjects
medicine.medical_specialty ,Central line ,Neonatal intensive care unit ,medicine.diagnostic_test ,business.industry ,Electronic medical record ,Interventional radiology ,Surgery ,Catheter ,Pediatrics, Perinatology and Child Health ,Medicine ,Radiology, Nuclear Medicine and imaging ,Line (text file) ,Hazard estimation ,business ,A determinant - Abstract
Ultrasound (US)-guided tunneled femoral peripherally inserted central catheters (PICCs) are a safe central venous access option in infants and neonates. Studies have shown, however, that femoral central venous access has the potential for high central line-associated bloodstream infection (CLABSI) rates with a significant increase in risk around line day 30, though no studies have evaluated these risks exclusively for tunneled femoral PICCs. The primary purpose of this study was to evaluate the relationship between line duration and the risk of CLABSI in tunneled femoral PICCs in children. Four hundred forty-five patients (196 females, 249 males; median age: 49.4 days; median weight: 3.7 kg) who underwent 573 tunneled femoral PICC placements or exchanges from Jan. 1, 2017, to Jan. 31, 2020, were included in the study. All tunneled femoral PICCs were placed using US technique and catheter specifications, including catheter size (French) and length (cm), were retrieved from the electronic medical record. The location of the PICC placement, the number of lumens, the laterality of placement, and the patient’s age and weight were also recorded. Only non-mucosal barrier injury CLABSIs, according to the Centers for Disease Control and Prevention (CDC) definitions, were counted as CLABSI for this study. The number of central line days until a CLABSI event was analyzed with an accelerated failure time model using the exponential, Weibull, and log-normal distributions to determine the probability of a CLABSI over time, taking into consideration the recorded covariates. Tunneled femoral PICC placements accounted for 14,855 line days, during which 20 non-mucosal barrier injury CLABSIs (CLABSI rate of 1.35 per 1,000 line days) occurred during the study period. The highest CLABSI rate occurred in PICCs placed in the neonatal intensive care unit (NICU) at 2.01 per 1,000 line days and the lowest occurred in PICCs placed in interventional radiology at 0.26 per 1,000 line days. Overall, PICCs placed outside of interventional radiology had a CLABSI rate of 1.72 per 1,000 line days. The CLABSI rate during the first 30 days a line was in situ was lower than the rate after 30 days (0.51 per 1,000 line days vs. 3.06 per 1,000 line days, respectively). Statistical modeling and hazard estimation using the Akaike information criterion corrected for small sample size (AICc)-average of log-normal, Weibull and exponential distributions demonstrate the daily risk of CLABSI rapidly increases from day 1 to day 30, with the risk remaining high for the duration of line days. While tunneled femoral PICCs are a relatively safe and effective central venous access alternative, the rate of CLABSI appears to rapidly increase with increasing line days until around day 30 and then remains high thereafter.
- Published
- 2021
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12. Hazard estimation of Kashmir Basin, NW Himalaya using probabilistic seismic hazard assessment
- Author
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Maqbool Yousuf and Kaiser Bukhari
- Subjects
010504 meteorology & atmospheric sciences ,Structural basin ,Spectral acceleration ,010502 geochemistry & geophysics ,01 natural sciences ,Hazard ,Current (stream) ,Geophysics ,Seismic hazard ,Probabilistic seismic hazard analysis ,Structural geology ,Hazard estimation ,Seismology ,Geology ,0105 earth and related environmental sciences - Abstract
This study presents hazard estimation of Kashmir Basin, NW Himalaya using regional ground motion relations, representing one of the most seismically active region in the Himalayan belt. Fault-level seismic recurrence parameters are determined from an updated earthquake catalogue spanning from 25 to 2018 AD for all possible seismic sources. The estimated hazard maps are presented for three ground motion parameters (PGA, short and long period spectral acceleration) for 50, 100, 500 and 2500 years return periods. Moreover, uniform hazard response spectrums and hazard curves are presented for all ten districts of the basin. The southern section of the basin consisting districts of Budgam, Shopian, Pulwama and Kulgam show higher hazard levels due to presence of numerous seismogenic structures in close vicinity. Our results highlight that the imposed seismic hazard in Kashmir basin is highly underestimated which need to be redressed by modifying the current provisional design standards.
- Published
- 2020
- Full Text
- View/download PDF
13. Developing Road Hazard Estimation Algorithms Based on Dynamic and Static Data
- Author
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choongheon Yang and Jinguk Kim
- Subjects
Commercial vehicle ,Computer science ,Real-time computing ,Static data ,Hazard estimation - Published
- 2020
- Full Text
- View/download PDF
14. Core-to-Core Collaborative Research Between Earthquake Research Institute, The University of Tokyo and Disaster Prevention Research Institute, Kyoto University During FY2014 to FY2018
- Author
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Shinichi Matsushima
- Subjects
010504 meteorology & atmospheric sciences ,Emergency management ,business.industry ,Disaster mitigation ,Risk evaluation ,010502 geochemistry & geophysics ,01 natural sciences ,Core (game theory) ,Engineering management ,Hazard estimation ,Nankai Trough earthquake ,Core-to-core collaborative research ,Safety, Risk, Reliability and Quality ,business ,Engineering (miscellaneous) ,Geology ,0105 earth and related environmental sciences - Abstract
The research program titled “Earthquake and Volcano Hazards Observation and Research Program” was started in fiscal year (FY) 2014 as a new five-year project authorized and funded by the Council for Science and Technology of the Ministry of Education, Culture, Sports, Science and Technology. It included a new format of collaborative research called, “Core-to-Core Collaborative Research between Earthquake Research Institute, The University of Tokyo and Disaster Prevention Research Institute, Kyoto University.” In this format, two types of research, “Participation Type Research” and “Subject Proposal Type Research” were conducted from FY2015. A preliminary study was performed in FY2015 for “Integrated Research” of “Participation Type Research,” which developed a framework for seismic risk evaluation at prefectural offices of Osaka and Kochi for an earthquake occurring along the Nankai Trough, considering the epistemic uncertainty. The secondary study was performed from FY2016 through to FY2018, wherein the methodology for the seismic risk evaluation was improved on three aspects: i.e., revision in ground motion prediction models considering the saturation effect, revision in loss models in terms of the fatalities as well as the direct losses of buildings, and extension of target sites to the whole of Osaka and Kochi prefectures. The results suggest that the epistemic uncertainty in the ground motion prediction models is most sensitive to the overall uncertainty of seismic risk. Along with “Integrated Research,” a total of 14 “Research on Specific Topics” related to time-dependent risk analysis, economical risk evaluation, source characterization, structural damage estimation models, ground motion estimation models, soil amplification models, and disaster prevention planning considering the uncertainty of risk assessment, were studied during this period in order to improve the risk assessment studies for “Integrated Research.” With respect to “Subject Proposal Type Research,” a total of 27 individual research themes focused on research to understand hazards/risks by earthquakes and volcanic eruptions and to mitigate disasters by them.
- Published
- 2020
- Full Text
- View/download PDF
15. Seismic hazard and earthquake engineering for engineering community
- Author
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Junbo Jia
- Subjects
Engineering ,Earthquake engineering ,Seismic hazard ,ComputingMethodologies_SIMULATIONANDMODELING ,business.industry ,Forensic engineering ,business ,Engineering design process ,Hazard estimation ,Seismic hazard assessment ,GeneralLiterature_MISCELLANEOUS - Abstract
This chapter discusses essential topics of earthquake engineering and seismic hazard assessment that are of engineering concern. It begins with a presentation of earthquake consequences. Furthermore, different seismic hazard assessment approaches, the mitigation measures, and the motivation on the emerging topic of offshore earthquake engineering are discussed. Special focus is placed on neo-deterministic seismic hazard assessment for a reliable hazard estimation of engineering applications and possible implementation in engineering design codes and standards.
- Published
- 2022
- Full Text
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16. Penalized Likelihood Hazard Estimation: Algorithm and Examples
- Author
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Gu, Chong, Gupta, Shanti S., editor, and Berger, James O., editor
- Published
- 1994
- Full Text
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17. Estimation of magnitudes of debris flows in selected torrential watersheds in Slovenia
- Author
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Jošt Sodnik and Matjaž Mikoš
- Subjects
erosion ,mass movements ,debris flows ,empirical models ,hazard estimation ,fans ,upper sava river valley ,pohorje ,slovenia ,Geography (General) ,G1-922 - Abstract
In this paper the application of different methods for estimation of magnitudes of rainfall-induced debris flows in 18 torrents in the Upper Sava River valley, NW Slovenia, and in 2 torrents in Pohorje, N Slovenia is described. Additional verification of the methods was performed in the torrential watersheds with active debris flows in the recent past (Predelica and Brusnik in the Soča River basin, W Slovenia). For some of the methods, the knowledge of morphometric characteristics of a torrential watershed, torrential channel and torrential fan is enough. For other methods, a mathematical tool (HEC-HMS) had to be applied in order to develop a hydrologic run-off model of precipitation that can trigger debris flows. Computed debris-flow magnitudes were of the order between 6,500 m3 and 340,000 m3. Their values are a function of torrential watershed parameters, such as: watershed area, Melton number, fan gradient, and torrential channel gradient. The investigated fans were classified into 3 groups with regard to the debris-flow hazard: debris-flow fans (hazard exists), torrential fans (no hazard), and transitional fans (debris flows are possible, but with low possibility). A limit between debris-flow fans and torrential fans is proposed: Melton number 0.3 and torrential fan gradient 4°, that is, 7%. Out of 24 investigated torrential fans, 13 fans were classified into the group of debris-flow fans, 5 fans were classified into the group of torrential fans, and the rest 6 fans were classified into the group of transitional fans.
- Published
- 2006
- Full Text
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18. Breaking Wave Hazard Estimation Model for the U.S. Atlantic Coast
- Author
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Spencer T. Hallowell, Andrew T. Myers, Sanjay R. Arwade, Weichiang Pang, and Chi Qiao
- Subjects
Shore ,geography ,geography.geographical_feature_category ,020209 energy ,Mechanical Engineering ,Breaking wave ,02 engineering and technology ,01 natural sciences ,010305 fluids & plasmas ,13. Climate action ,0103 physical sciences ,0202 electrical engineering, electronic engineering, information engineering ,14. Life underwater ,Safety, Risk, Reliability and Quality ,Hazard estimation ,Safety Research ,Seismology ,Geology - Abstract
As offshore wind development is in its infancy along the U.S. Atlantic Coast challenges arise due to the effects of strong storms such as hurricanes. Breaking waves on offshore structures induced by hurricanes are of particular concern to offshore structures due to high magnitude impulse loads caused by wave slamming. Prediction of breaking wave hazards is important in offshore design for load cases using long mean return periods of environmental conditions. A breaking wave hazard estimation model (BWHEM) is introduced that provides a means for assessing breaking hazard at long mean return periods over a large domain along the U.S. Atlantic Coast. The BWHEM combines commonly used breaking criteria with the Inverse First Order Method of producing environmental contours and is applied in a numerical study using a catalog of stochastic hurricanes. The result of the study shows that breaking wave hazard estimation is highly sensitive to the breaking criteria chosen. Criteria including wave steepness and seafloor slope were found to predict breaking conditions at shorter return periods than criteria with only wave height and water depth taken into consideration. Breaking hazard was found to be most important for locations closer to the coast, where breaking was predicted to occur at lower mean return periods than locations further offshore.
- Published
- 2021
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19. Magnetotelluric Sampling and Geoelectric Hazard Estimation: Are National‐Scale Surveys Sufficient?
- Author
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Paul A. Bedrosian, G. Lucas, E. Joshua Rigler, Benjamin S. Murphy, Jeffrey J. Love, and Anna Kelbert
- Subjects
Atmospheric Science ,Scale (ratio) ,Magnetotellurics ,Spatial ecology ,Sampling (statistics) ,Geodesy ,Hazard estimation ,Geology ,Geomagnetically induced current - Published
- 2021
- Full Text
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20. Predictive Model and Probabilistic Assessment of Sliding Displacement for Regional Scale Seismic Landslide Hazard Estimation in Iran
- Author
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Ali Lashgari, Yaser Jafarian, and Abdolhosein Haddad
- Subjects
Geophysics ,Scale (ratio) ,Geochemistry and Petrology ,Probabilistic logic ,Displacement (orthopedic surgery) ,Landslide ,Hazard estimation ,Geodesy ,Geology - Abstract
A semiempirical model is presented to predict earthquake-induced sliding displacement of earth slopes based on earthquake records of the Iran plateau. The earthquake database selected for the analyses contains 3319 records (of two horizontal components) of ground acceleration relative to 738 earthquakes that occurred in Iran. The predictive model is a function of Arias intensity, yield acceleration coefficient, and the slip length of sliding mass. The performance of the proposed model was tested by comparing its predictions with those of other regional and global models. As an example of possible application of the proposed model, fragility curves are presented, which were calculated according to three damage levels.
- Published
- 2019
- Full Text
- View/download PDF
21. Core-to-core collaborative research between earthquake research institute, the university of Tokyo and disaster prevention research institute, Kyoto university during FY2014 to FY2018
- Author
-
30393565, Matsushima, Shinichi, 30393565, and Matsushima, Shinichi
- Abstract
The research program titled “Earthquake and Volcano Hazards Observation and Research Program” was started in fiscal year (FY) 2014 as a new five-year project authorized and funded by the Council for Science and Technology of the Ministry of Education, Culture, Sports, Science and Technology. It included a new format of collaborative research called, “Core-to-Core Collaborative Research between Earthquake Research Institute, The University of Tokyo and Disaster Prevention Research Institute, Kyoto University.” In this format, two types of research, “Participation Type Research” and “Subject Proposal Type Research” were conducted from FY2015. A preliminary study was performed in FY2015 for “Integrated Research” of “Participation Type Research, ” which developed a framework for seismic risk evaluation at prefectural offices of Osaka and Kochi for an earthquake occurring along the Nankai Trough, considering the epistemic uncertainty. The secondary study was performed from FY2016 through to FY2018, wherein the methodology for the seismic risk evaluation was improved on three aspects: i.e., revision in ground motion prediction models considering the saturation effect, revision in loss models in terms of the fatalities as well as the direct losses of buildings, and extension of target sites to the whole of Osaka and Kochi prefectures. The results suggest that the epistemic uncertainty in the ground motion prediction models is most sensitive to the overall uncertainty of seismic risk. Along with “Integrated Research, ” a total of 14 “Research on Specific Topics” related to time-dependent risk analysis, economical risk evaluation, source characterization, structural damage estimation models, ground motion estimation models, soil amplification models, and disaster prevention planning considering the uncertainty of risk assessment, were studied during this period in order to improve the risk assessment studies for “Integrated Research.” With respect to “Subject Proposal Type R
- Published
- 2020
22. Classification and regression tree theory application for assessment of building damage caused by surface deformation.
- Author
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Malinowska, Agnieszka
- Subjects
CONCRETE construction ,HAZARDS ,HAZARD signs ,PROGNOSIS ,DEFORMATIONS (Mechanics) - Abstract
A framework of applying the classification and regression tree theory (CART) for assessing the concrete building damage, caused by surface deformation, is proposed. The prognosis methods used for approximated building hazard estimation caused by continuous deformation are unsatisfactory. Variable local soil condition, changing intensity of the continuous deformation and variable resistance of the concrete buildings require the prognosis method adapted to the local condition. Terrains intensely induced by surface deformation are build-up with hundreds of building, so the method of their hazard estimation needs to be approximated and relatively fast. Therefore, promising might be addressing problems of reliable building damage risk assessment by application of classification and regression tree. The presented method based on the classification and regression tree theory enables to establish the most significant risk factors causing the building damage. Chosen risk factors underlie foundation for the concrete building damage prognosis method, which was caused by the surface continuous deformation. The established method enabled to assess the severity of building damage and was adapted to the local condition. High accuracy of shown approach is validated based on the independent data set of the buildings from the similar region. The research presented introduces the CART to determination of the risk of building damage with the emphasis on the grade of the building damage. Since presented method bases on the observations of the damages from the previous subsidence, the method might be applied to any local condition, where the previous subsidence is known. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
23. How good are symmetric triangular synthetic storms to represent real events for coastal hazard modelling
- Author
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Marc Sanuy, Paolo Ciavola, José A. Jiménez, Enrico Duo, Universitat Politècnica de Catalunya. Doctorat en Enginyeria Civil, Universitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental, and Universitat Politècnica de Catalunya. LIM/UPC - Laboratori d'Enginyeria Marítima
- Subjects
Environmental Engineering ,010504 meteorology & atmospheric sciences ,Storms ,PE10_13 ,Ocean Engineering ,Forcing (mathematics) ,01 natural sciences ,Numeric model uncertainty ,Flooding ,Coastal storms ,Erosion ,Mediterranean sandy beaches ,XBeach ,Coast changes ,0105 earth and related environmental sciences ,Wave power ,Coastal hazards ,010505 oceanography ,Flooding (psychology) ,Canvis costaners ,Ambientale ,PE10_8 ,Storm ,Numerical models ,13. Climate action ,Enginyeria civil::Enginyeria hidràulica, marítima i sanitària::Ports i costes [Àrees temàtiques de la UPC] ,Climatology ,Environmental science ,Hazard estimation ,Tempestes - Abstract
Coastal risk assessments rely on proper quantification of storm-induced erosion and flooding, and often involve calculations via numerical models. When the real time-series data of a storm are not available as forcing conditions and only bulk information is accessible, synthetic simplified time-evolutions are assumed. The most common approach in coastal studies uses a symmetric triangular storm shape, characterised by the assumptions that the peak of the waves occurs in the middle of the storm, and that the forcing varies linearly. This study aims to investigate this additional source of uncertainty in hazard estimation, using the XBeach-1D model, to assess the differences in simulated erosion and flooding associated with real and synthetic storm definitions. Analysis is performed for real conditions ranging from moderate to extreme at the Northern Adriatic and North-Western Mediterranean coasts, using beach profiles ranging from dissipative to reflective. The storm definitions generate considerable differences in terms of wave power and timing at the peak of the storm. When synthetic storms were applied, coastal hazards were not adequately reproduced in most of the simulated cases. The energy of the storms, profile characteristics, local storm climates, and water levels did not consistently influence the differences between the synthetic- and reality-based outputs. The work of E. Duo was supported by a PhD grant at the Department of Physics and Earth Science of the University of Ferrara, additional funding from the contribution “5 per mille assegnato all’Università di Ferrara - dichiarazione dei redditi dell'anno 2013” assigned through the “Bando Giovani Ricercatori 2016″ of the University of Ferrara, and the EU H2020 ANYWHERE project (GA 700099; www.anywhere-h2020.eu). The work of M. Sanuy and J.A. Jiménez has been done in the framework of the M-CostAdapt (CTM2017-83655-C2-1-R) research project (MINECO/AEI/FEDER, UE). Marc Sanuy was supported by a PhD grant from the Spanish Ministry of Education, Culture and Sport.
- Published
- 2020
24. Deaggregation of Seismic Hazards for Two Different Sites in Indore Region
- Author
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Deepshikha Shukla and Chandresh H. Solanki
- Subjects
Ground motion ,Probabilistic logic ,Magnitude (mathematics) ,Environmental science ,Induced seismicity ,Hazard estimation ,Hazard ,Seismology - Abstract
Education as well as health centers with advanced facilities play an important role in the growth and infrastructure development of any city. Past eight to nine decades have witnessed vast development in the infrastructure and these changes can be very clearly seen in Central Part of India namely Indore Region which has seen a lot many educational hubs like IIT and IIM. This region has also seen commercial development marking its importance in the economic development and growth of the region as a whole. To reduce the damage due to seismic activity, site-specific seismic hazarded analysis of these two institutes have been carried out using the probabilistic concepts. The study that has been carried out develops hazard curves and uniform hazards response spectra for three different probabilities of exceedance (50, 10, and 2%) in a span of 50 years. Seven different ground motion prediction equations have been used to estimate the uncertainty in the hazard estimation. To understand the seismic scenario of the earthquake sources, deaggregation of the seismic results has been done. Post deaggregation, it was observed that earthquakes with higher magnitude are contributing more significantly to the seismic activity for both the sites in Indore Region.
- Published
- 2020
- Full Text
- View/download PDF
25. Spatio-temporal hazard estimation in San Miguel volcano, El Salvador
- Author
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Diana Jimenez, Joan Martí, Stefania Bartolini, Laura Becerril, and Consejo Superior de Investigaciones Científicas (España)
- Subjects
Volcanic hazards ,010504 meteorology & atmospheric sciences ,Population ,Hazard analysis ,010502 geochemistry & geophysics ,01 natural sciences ,Susceptibility analysis ,Geochemistry and Petrology ,Time windows ,San Miguel volcano ,El Salvador ,education ,Historical record ,0105 earth and related environmental sciences ,geography ,education.field_of_study ,geography.geographical_feature_category ,Temporal analysis ,Hazard ,Geophysics ,Volcano ,Hazard assessment ,Hazard estimation ,Cartography ,Geology - Abstract
Despite being one of the most active volcanoes in El Salvador, San Miguel is surrounded by important population nuclei and infrastructures. We used existing historical records of past eruptive activity, available geological knowledge and monitoring data gathered over the past sixteen years to conduct the first comprehensive, long-term hazard assessment of this volcano, aimed at helping to reduce the potential risk it poses. We applied probabilistic methods (QVAST and HASSET) specifically designed for volcanic hazard assessment to conduct two hazard analyses, one with a forecasting time window of two years using information on volcanic activity over the past 430 years (historical period), and another with a forecasting window of six months, with information from the past 16 years (monitoring period). In both cases we used the same susceptibility map constructed using the most relevant structural elements, which indicates the spatial probabilities of hosting a new vent on San Miguel volcano. Then, we calculated the most likely eruptive scenarios for each analysis and their corresponding forecasting windows, which revealed that the most hazardous areas correspond to Conacastal canton and hamlets of San Jorge, San Miguel and San Rafael Oriente – all lie within 5 km of the central crater on the northern and southern flanks. This methodology is easy to update, and results can be improved by incorporating new information. This long-term hazard assessment is a significant contribution that will enable local authorities to implement more rational territorial planning and to design better emergency plans for coping with future volcanic crises. © 2018, We also want to thank Observatiorio Ambiental del Ministerio de Medio Ambiente y Recursos Naturales de El Salvador for providing us data of inestimable value. This research was partially funded by Grant I-COOPA20161 (CSIC).
- Published
- 2018
- Full Text
- View/download PDF
26. Study of Seismic Potential of Benarvan Fault by Deterministic and Probabilistic methods
- Author
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Davood Mokhtari, Behzad Zamani Gharehchaman, fariba hemmati, and Shahram Roostei
- Subjects
hazard estimation ,Probabilistic method ,Computer science ,lcsh:G1-922 ,seismicity ,Fault (power engineering) ,deterministic and probabilistic methods ,Algorithm ,benarvan fault ,lcsh:Geography (General) - Abstract
Benarvan Fault with the length of more than 20km is one the most important faults existing in Azarbaijan region which is located on the southern flank of Bozghoush Mount of Azarbaijan with the general orientation of southwest- northeast. In this research seismicity and seismic risk were determined by deterministic and probabilistic methods and the obtained results were analyzed. To do so, first, existing seismic sources and faults of the region and surrounding regions were identified and investigated in a radius of about 100 km and their characteristics such as length, orientation and distance from the center of Benarvan Village were determined. Then the maximum credible earthquake resulting from the activities of these faults was calculated by using deterministic and probabilistic methods. The Gutenberg-Richter Method was applied for calculating the return period of earthquake magnitude, as well. In fact, in this section the magnitude return period was calculated for the 100 km extent of the region by using the statistical methods. The results of the calculation of return periods for various magnitudes showed that the return period for an M7 earthquake was about 107 years.
- Published
- 2018
27. An effective procedure for seismic hazard analysis including nonlinear soil response.
- Author
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Yaghmaei-Sabegh, Saman and Motallebzade, Roya
- Subjects
EARTHQUAKE hazard analysis ,SOIL testing ,HAZARD mitigation - Abstract
This paper presents probabilistic seismic hazard analysis (PSHA) of Tehran, Iran, accounting the effect of nonlinear soil response. It is well-known that soil nonlinearity and its accurate prediction could play important role in seismic hazard study. For this purpose, two different approaches have been carried out for predicting the hazard curves by (1) applying site modifications to the ground motion prediction equation based on generic site classes and use of constant coefficients (2) using a close-form solution that modifies the hazard results at the rock level. Also, efficiency of the Monte Carlo method in modeling of amplification function for the six selected sites in the study area was examined. Results showed important effect of nonlinear soil response mainly for frequencies lower than 8 Hz, which should be considered properly in hazard estimation. As an interesting subject, influence of soil plasticity index ( PI) on hazard estimation of clayey sites including the nonlinear soil response was evaluated. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
28. Sağdan Sansürlü Gözlemlerin Yerleşiminin Hazard Oranı Tahminine Etkisi.
- Author
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KUL, Seval and KANIK, Arzu
- Subjects
- *
CENSORING (Statistics) , *MATHEMATICAL statistics , *HAZARD function (Statistics) , *PROPORTIONAL hazards models , *SIMULATION software , *SIMULATION methods & models - Abstract
Purpose: In survival analysis censored observations are assumed randomly disturbed and censoring can occur any time in data set randomly. However in some medical studies, most of the right censoring can occur within very short time interval. This can be result of many reasons (e.g., dissatisfaction of the patient from the treatment, inefficient therapy, negative news about remedy or interventions and high risk of hospital infection). In this study, we aimed to investigate the effect of nonrandom occurence of censored data on the survival and hazard rate estimates. Material and Methods: In the simulation part, we simulated data from 3 different distributions; survival functions derived from constant, linear increasing and linear decreasing hazard functions including censored observation with two sample sizes (n=100, n=250). Four different proportions (0.20, 0.30, 0.40, 0.50) of censoring was constructed and censoring was located at four different parts of data. Kernel smoothing estimates were used. Simulation programs were implemented in R language and each simulation was repeated 1000 times. Results:We found location of the censored observations in data set has significant effect on some estimates. Additionally we showed that, increasing the proportions of the censored observation in life time data makes survival and hazard function estimates worse. Moreover, estimates were worse at the time when there are few observations left under risk. Conclusion: As a result of our simulations we were concluded that although there was a statistically significant difference at some points, differences were too small to make clinically significant effect. [ABSTRACT FROM AUTHOR]
- Published
- 2012
29. The Role of Patent Rights in Mergers: Consolidation in Plant Biotechnology.
- Author
-
Marco, Alan C. and Rausser, Gordon C.
- Subjects
PATENTS ,MERGERS & acquisitions ,PLANT biotechnology ,INDUSTRIES ,PLANT biotechnology industry ,TECHNOLOGY ,CORN ,BUSINESS enterprises ,PATENT suits - Abstract
Few empirical studies have addressed the impact of the patent system on industry structure. Using firm-level patent data for firms in plant biotechnology, we develop a measure of patent enforceability. Duration models show that patent statistics are useful predictors of the timing of consolidation and that patent enforceability is an important factor influencing the likelihood of consolidation. Acquisitions in plant biotechnology may be motivated by the enforcement of patent rights when firms have overlapping technologies; some merger activity may be explained by attempts to avoid mutually blocking technology, as exemplified by the case of Roundup Ready corn. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
30. A Multiresolution Hazard Model for Multicenter Survival Studies: Application to Tamoxifen Treatment in Early Stage Breast Cancer.
- Author
-
Bouman, Peter, Xiao-Li Meng, Dignam, James, and Dukić, Vanja
- Subjects
- *
BREAST cancer , *BAYESIAN analysis , *WOMEN'S health , *CANCER treatment , *MEDICAL research , *TAMOXIFEN - Abstract
In multicenter studies, one often needs to make inference about a population survival curve based on multiple, possibly heterogeneous survival data from individual centers. We investigate a flexible Bayesian method for estimating a population survival curve based on a semiparametric multiresolution hazard model that can incorporate covariates and account for center heterogeneity. The method yields a smooth estimate of the survival curve for "multiple resolutions" or time scales of interest. The Bayesian model used has the capability to accommodate general forms of censoring and a priori smoothness assumptions. We develop a model checking and diagnostic technique based on the posterior predictive distribution and use it to identify departures from the model assumptions. The hazard estimator is used to analyze data from 110 centers that participated in a multicenter randomized clinical trial to evaluate tarnoxifen in the treatment of early stage breast cancer. Of particular interest are the estimates of center heterogeneity in the baseline hazard curves and in the treatment effects, after adjustment for a few key clinical covariates. Our analysis suggests that the treatment effect estimates are rather robust, even for a collection of small trial centers, despite variations in center characteristics. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
31. Hazard estimation with censoring and measurement error: application to length of pregnancy
- Author
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Julien Stirnemann, Fabienne Comte, and Adeline Samson
- Subjects
Statistics and Probability ,Pregnancy ,030219 obstetrics & reproductive medicine ,Observational error ,Hazard ratio ,Estimator ,Preterm Births ,medicine.disease ,01 natural sciences ,Censoring (statistics) ,010104 statistics & probability ,03 medical and health sciences ,0302 clinical medicine ,Survival function ,Statistics ,Econometrics ,medicine ,0101 mathematics ,Statistics, Probability and Uncertainty ,Hazard estimation ,Mathematics - Abstract
Estimation of the physiological length of pregnancy is a challenging problem since both the time origin of the pregnancy and the time of onset of labor are partly observed. The time to spontaneous labor is indeed right-censored, and the time of fertilization is only known up to an error. Therefore, data are subject to both censoring and measurement errors. We focus on the case where the measurement errors affect both the variable of interest and the censoring variable, which is the case of the timing of spontaneous delivery among pregnant women. We propose an estimation strategy to estimate the hazard rate of the underlying variable of interest. We explain the model and this strategy and provide $$L^2$$ -risk bound for the data driven resulting estimator. We also derive estimators of the survival function and the density. Simulations illustrate the performances of the estimator. Lastly, the method is applied to an original real data set of length of pregnancy to estimate rates of previable births, severe preterm births and prolonged pregnancy and the influence of the cervical length of the first semester.
- Published
- 2017
- Full Text
- View/download PDF
32. Estimation of magnitudes of debris flows in selected torrential watersheds in Slovenia.
- Author
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Sodnik, Jošt and Mikoš, Matjaž
- Subjects
- *
DEBRIS avalanches , *EROSION , *WATERSHEDS , *LANDSLIDE hazard analysis - Abstract
In this paper the application of different methods for estimation of magnitudes of rainfall-induced debris flows in 18 torrents in the Upper Sava River valley, NW Slovenia, and in 2 torrents in Pohorje, N Slovenia is described. Additional verification of the methods was performed in the torrential watersheds with active debris flows in the recent past (Predelica and Brusnik in the Soča River basin, W Slovenia). For some of the methods, the knowledge of morphometric characteristics of a torrential watershed, torrential channel and torrential fan is enough. For other methods, a mathematical tool (HEC-HMS) had to be applied in order to develop a hydrologic run-off model of precipitation that can trigger debris flows. Computed debris-flow magnitudes were of the order between 6,500m³ and 340,000m³. Their values are a function of torrential watershed parameters, such as: watershed area, Melton number, fan gradient, and torrential channel gradient. The investigated fans were classified into 3 groups with regard to the debris-flow hazard: debris-flow fans (hazard exists), torrential fans (no hazard), and transitional fans (debris flows are possible, but with low possibility). A limit between debris-flow fans and torrential fans is proposed: Melton number 0.3 and torrential fan gradient 4°, that is, 7%. Out of 24 investigated torrential fans, 13 fans were classified into the group of debris-flow fans, 5 fans were classified into the group of torrential fans, and the rest 6 fans were classified into the group of transitional fans. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
33. Detecting remotely triggered microseismicity around Changbaishan Volcano following nuclear explosions in North Korea and large distant earthquakes around the world
- Author
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Xuemei Li, Guoming Liu, Zhigang Peng, Jing Wu, and C. Li
- Subjects
Nuclear explosion ,geography ,geography.geographical_feature_category ,010504 meteorology & atmospheric sciences ,Systematic survey ,Geophysics ,010502 geochemistry & geophysics ,01 natural sciences ,Positive evidence ,Volcano ,Intraplate earthquake ,General Earth and Planetary Sciences ,Hazard estimation ,Geology ,Seismology ,0105 earth and related environmental sciences ,Dynamic stress - Abstract
We conduct a systematic survey on locally triggered earthquakes by large distant earthquakes in Changbaishan Volcano, an active intraplate volcano on the border between China and North Korea. We examine waveforms of distant earthquakes recorded at broadband station Changbaishan (CBS) near the volcano with estimated dynamic stresses over 5 kPa between 2000 and 2016. Out of 26 selected distant earthquakes, three of them show positive evidence of triggering during large-amplitude surface waves. The earthquakes that had positive or possible evidences of triggering generated larger long-period surface waves, indicating that they are more efficient in triggering microseismicity. In addition, since 2006 North Korea has conducted five underground nuclear explosion (UNE) tests only ~140 km away from Changbaishan Volcano. By systematically examining waveforms of these UNEs recorded at station CBS, we find that none of them have triggered microearthquakes in Changbaishan Volcano.
- Published
- 2017
- Full Text
- View/download PDF
34. Are Ground‐Motion Models Derived from Natural Events Applicable to the Estimation of Expected Motions for Induced Earthquakes?
- Author
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Karen Assatourians and Gail M. Atkinson
- Subjects
Ground motion ,Tectonics ,Geophysics ,010504 meteorology & atmospheric sciences ,010502 geochemistry & geophysics ,Hazard estimation ,01 natural sciences ,Scaling ,Geology ,Seismology ,0105 earth and related environmental sciences - Abstract
Natural earthquakes in western North America can be reasonable proxies for induced earthquakes in central and eastern North America because of the opposing effects that source depth and tectonic setting have on the stress parameter that scales high‐frequency ground‐motion amplitudes. It is critical that ground‐motion prediction equations selected as induced‐event proxies have appropriate near‐distance scaling behavior for small‐to‐moderate shallow events. In this article, we describe the conditions under which natural‐earthquake models are suitable for induced‐seismicity applications. Using examples from Oklahoma and Alberta, we identify at least three models (Abrahamson et al. , 2014; Atkinson, 2015; Yenier and Atkinson, 2015b) that are reasonable proxy estimates of median motions from induced earthquakes in the east for the magnitude–distance range of most concern to hazard estimation from such events: M 3.5–6 at distances to 50 km.
- Published
- 2017
- Full Text
- View/download PDF
35. Local Likelihood Analysis of Survival Data With Censored Intermediate Events.
- Author
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Bebchuk, Judith D. and Betensky, Rebecca A.
- Subjects
- *
ESTIMATION theory , *MEDICAL experimentation on humans , *CLINICAL trials , *DATA analysis , *MEDICAL research , *MATHEMATICAL statistics - Abstract
AIDS Clinical Trials Group protocol 193A was a randomized trial designed to compare survival and progression-free survival among patients on different treatment regimens. A complicating feature of the analysis of progression-free survival is that different censoring mechanisms operated on progression and survival, which resulted in more complete information on survival. A simple analysis that uses the minimum of the times to progression and survival and the minimum of the corresponding censoring times may sacrifice the extra information available on survival. To address this problem, we have developed a method that exploits the bivariate nature of these data and thereby uses all of the available information. We obtain smooth, nonparametric estimates of the hazard functions fora terminal event, before and after the occurrence of an intermediate event. These hazards can be used to estimate the distribution of progression-free survival. Our method uses local likelihood estimation, which assumes that the underlying true hazard functions can be approximated locally by polynomials. We use an iterative imputation algorithm to perform the estimation when the intermediate events are right censored. [ABSTRACT FROM AUTHOR]
- Published
- 2001
- Full Text
- View/download PDF
36. METHOD OF ICEBERG HAZARD ESTIMATION IN THE KARA SEA, BASED ON REALIZATIONS OF THE NUMERICAL MODEL
- Author
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Anastasiia Tiugaleva
- Subjects
Geodesy ,Hazard estimation ,Iceberg ,Geology - Published
- 2019
- Full Text
- View/download PDF
37. Non parametric hazard estimation with dependent censoring using penalized likelihood and an assumed copula
- Author
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Jing Xu, Jun Ma, and Tania Prvan
- Subjects
Statistics and Probability ,Statistics::Theory ,0209 industrial biotechnology ,Penalized likelihood ,Nonparametric statistics ,02 engineering and technology ,01 natural sciences ,Statistics::Computation ,Copula (probability theory) ,010104 statistics & probability ,020901 industrial engineering & automation ,Censoring (clinical trials) ,Statistics ,Econometrics ,Statistics::Methodology ,0101 mathematics ,Hazard estimation ,Mathematics - Abstract
This article introduces a novel non parametric penalized likelihood hazard estimation when the censoring time is dependent on the failure time for each subject under observation. More specifically,...
- Published
- 2016
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- View/download PDF
38. Constraints on the Near‐Distance Saturation of Ground‐Motion Amplitudes for Small‐to‐Moderate Induced Earthquakes
- Author
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Vincenzo Convertito, Gail M. Atkinson, Nitin Sharma, and Emrah Yenier
- Subjects
Ground motion ,010504 meteorology & atmospheric sciences ,Hypocenter ,Scale (ratio) ,Moment magnitude scale ,Induced seismicity ,010502 geochemistry & geophysics ,Geodesy ,01 natural sciences ,Physics::Geophysics ,Geophysics ,Amplitude ,Geochemistry and Petrology ,Saturation (chemistry) ,Hazard estimation ,Seismology ,Geology ,0105 earth and related environmental sciences - Abstract
The accurate modeling of ground motion for induced‐seismicity hazard estimation is critically dependent on how amplitudes scale with distance near the hypocenter. A rich database of ground motions from small events recorded at close distances in the Geysers region of California has been used to constrain the near‐distance saturation effects that control the maximum observed ground motions and intensities for shallow‐induced events. The results of this study support the modeling of these effects using an equivalent point‐source concept, in which the effective source depth increases from a value near 1 km at moment magnitude ( M ) of 2 to a value near 3 km at M 4. This near‐distance saturation behavior can be applied to the development of ground‐motion models for induced seismicity in any region.
- Published
- 2016
- Full Text
- View/download PDF
39. Site-specific Probabilistic Seismic Hazard Map of Himachal Pradesh, India. Part II. Hazard Estimation
- Author
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Prabhu Muthuganeisan and S. T. G. Raghukanth
- Subjects
Ground motion ,010504 meteorology & atmospheric sciences ,Spectral acceleration ,010502 geochemistry & geophysics ,01 natural sciences ,Hazard ,Geophysics ,Seismic hazard ,Contour line ,Probabilistic seismic hazard analysis ,Hazard estimation ,Structural geology ,Seismology ,Geology ,0105 earth and related environmental sciences - Abstract
This article presents site-specific probable seismic hazard of the Himachal Pradesh province, situated in a seismically active region of northwest Himalaya, using the ground motion relations presented in a companion article. Seismic recurrence parameters for all the documented probable sources are established from an updated earthquake catalogue. The contour maps of probable spectral acceleration at 0, 0.2, and 1 s (5% damping) are presented for 475 and 2475 years return periods. Also, the hazard curves and uniform hazard response spectrums are presented for all the important cities in this province. Results indicate that the present codal provision underestimates the seismic hazard at cities of Bilaspur, Shimla, Hamirpur, Chamba, Mandi, and Solan. In addition, regions near Bilaspur and Chamba exhibit higher hazard levels than what is reported in literature.
- Published
- 2016
- Full Text
- View/download PDF
40. Sensitivity of Near‐Fault PSHA Results to Input Variables Based on Information Theory
- Author
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Ehsan Yousefi Dadras, Seyed Nasrollah Eftekhari, Azad Yazdani, and Ahmad Nicknam
- Subjects
Return period ,021110 strategic, defence & security studies ,0211 other engineering and technologies ,Probabilistic logic ,02 engineering and technology ,010502 geochemistry & geophysics ,Information theory ,01 natural sciences ,Near fault ,Geophysics ,Geochemistry and Petrology ,Global sensitivity analysis ,Statistics ,Econometrics ,Entropy (information theory) ,Maximum magnitude ,Hazard estimation ,0105 earth and related environmental sciences ,Mathematics - Abstract
This study presents a global sensitivity analysis (SA) of the near‐fault probabilistic seismic‐hazard analysis (PSHA) model. The influence of the model inputs on the computed PSHA results was investigated using the information‐theoretic SA approach. This process is utilized at three different sites in the city of Tehran, the capital of Iran, to identify the most important uncertain inputs by using an entropy‐based sensitivity index as a measure of importance. The analysis showed that the degree of sensitivity of the input variables depends on the site of interest, return period, and structural periods. Using the results obtained, the ground‐motion prediction equations, the minimum magnitude, and b ‐value variables most influence the uncertainty in the hazard estimation. Moreover, the maximum magnitude and the variables that were used to model the near‐fault directivity have a significant contribution at near‐fault sites.
- Published
- 2016
- Full Text
- View/download PDF
41. Classification of GIS-based models according to natural hazard types
- Author
-
Kyeong Park and Eunmi Chang
- Subjects
Engineering ,010504 meteorology & atmospheric sciences ,Flood myth ,Operations research ,business.industry ,Geography, Planning and Development ,0211 other engineering and technologies ,02 engineering and technology ,Scientific modelling ,01 natural sciences ,Natural (archaeology) ,Computer Science Applications ,Domain (software engineering) ,Software ,Risk analysis (engineering) ,Artificial Intelligence ,Natural hazard ,Computers in Earth Sciences ,Hazard estimation ,business ,Natural disaster ,021101 geological & geomatics engineering ,0105 earth and related environmental sciences - Abstract
Natural disaster and human-evoked disasters can’t be clearly distinguished in these days. From monitoring, alerting, managing, responding and recovering, all the experts including scientists, policy makers, and software engineers have discussed what will happen, what should be done first, what impacts the disaster events produce on economy and societies. At this moment, experts in each domain would like to apply their scientific models to explain the phenomena of potential disaster events and to estimate the human casualty and economic and social losses. What is model? Do we need data to make a model? How in detail data are enough to build and verified models? This study aims to overcome the difference in understanding natural hazard-related models and to make research and development program on hazard estimation model which is applicable to real worlds with least mismatch or less gap in understanding the concept of model. Here we suggest classification of the level of applications based on the purpose of each model, regardless of disaster types. Classifications were applied to researches and programs on flood, drought, earthquake and volcanic disasters.
- Published
- 2016
- Full Text
- View/download PDF
42. Application of Resistivity Method for Mining Tailings Site Selection in Karst Regions
- Author
-
Abdou Dodo Bohari, Dusabemariya Claire, Yan Zhang, Mosaad Ali, Shulin Sun, and Wei Qian
- Subjects
lcsh:GE1-350 ,geography ,geography.geographical_feature_category ,Site selection ,karst ,010501 environmental sciences ,tailings ,010502 geochemistry & geophysics ,Karst ,01 natural sciences ,Tailings ,Mine site ,resistivity ,inversion ,Mining engineering ,Vulnerability assessment ,Electrical resistivity and conductivity ,groundwater ,Environmental science ,Hazard estimation ,lcsh:Environmental sciences ,Groundwater ,0105 earth and related environmental sciences - Abstract
Disposal of mining wastes (tailings) is one of the most severe issues related to groundwater contamination. Therefore, a properly selected disposal site helps to prevent the leakage of dissolved materials in the tailings to groundwater, especially in the karstic area. Where the karstic environment is one of the challenges facing groundwater environmental and engineering issues, for instance, groundwater exploration, vulnerability assessment, and hazard estimation. In this study, the resistivity method with a high-resolution surface data survey was carried out to investigate the pond location selection for mining tailings disposal at El Mochito mine site, northwest Honduras. The results of the two-dimensional (2-D) inversion for sixteen surveyed lines revealed that many low resistivity zones. These zones are related to water/clay-bearing zones that are structurally weak. From lines 8-12, the limestone underneath the surface is the most compact, and this is the best location in the survey area for tailings pond construction. The resistivity method has provided insight into the subsurface information and locating hydraulically conductive zones, so it can be useful for selecting the site of mining tailings.
- Published
- 2020
- Full Text
- View/download PDF
43. Optimal smooth hazard estimates.
- Author
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Youndjé, É., Sarda, P., and Vieu, P.
- Abstract
From among the numerous choices of nonparametric estimate of failure rate, we restrict consideration to that based on kernel estimates of density and distribution function, which has the major advantage of being continuous. We propose a solution to the bandwidth selection problem for this form of hazard estimate and asymptotic properties of the selected bandwidth are given. [ABSTRACT FROM AUTHOR]
- Published
- 1996
- Full Text
- View/download PDF
44. Observation of Emerging Photoinitiator Additives in Household Environment and Sewage Sludge in China
- Author
-
Yongfeng Lin, Runzeng Liu, Fanbao Hu, Ting Ruan, Ruirui Liu, and Guibin Jiang
- Subjects
China ,Food contact materials ,Xanthones ,Sewage ,Class iii ,010501 environmental sciences ,01 natural sciences ,Benzophenones ,Environmental Chemistry ,0105 earth and related environmental sciences ,Family Characteristics ,Chemistry ,business.industry ,Family characteristics ,010401 analytical chemistry ,Environmental engineering ,Dust ,General Chemistry ,Contamination ,0104 chemical sciences ,Environmental chemistry ,Thioxanthenes ,Environmental Pollutants ,Amine gas treating ,Hazard estimation ,business ,Photoinitiator ,Environmental Monitoring - Abstract
Photoinitiators (PIs) are widely used additives in industrial polymerization process, the contamination of which through migration into foodstuffs has been subjected to increasing public scrutiny. Nevertheless, little attention has been paid to the PI residue levels and potential exposure pathways from other environmental compartments. In the present study, the occurrence of PI additives with discrete molecular structures, that is, nine benzophenones (BZPs), four thioxanthones (TXs), and eight amine co-initiators (ACIs), was investigated in commercial products, indoor dust and sewage sludge samples. Nine PI compounds were positively detected in ultraviolet curable resins with concentrations of ∑PIs (sum of the detected PIs) up to 2.51 × 10(4) ng/g, and 20 PIs can be found in food contact materials with concentrations of ∑PIs varying from 65.9 to 6.93 × 10(3) ng/g. The wide usage of PIs in commercial products led to the occurrence of 19 PIs in indoor dust, with concentrations of ∑PIs in the range of 245-5.68 × 10(3) ng/g. Meanwhile, all 21 targeted PIs could be identified in the sewage sludge, with concentrations from 67.6 to 2.03 × 10(3) ng/g. Distinct PI composition profiles were observed in different investigated compartments, and BZPs were the dominant homologues in all samples. Most of the target PIs were further identified as class III chemicals by toxic hazard estimation algorithm (Toxtree), which indicates the compounds might be of significant toxicity or have reactive functional groups.
- Published
- 2015
- Full Text
- View/download PDF
45. Hazard Estimation With Bivariate Survival Data and Copula Density Estimation
- Author
-
Chong Gu
- Subjects
Statistics and Probability ,Statistics::Theory ,Nonparametric statistics ,Bivariate analysis ,Density estimation ,Multivariate kernel density estimation ,Cross-validation ,Statistics::Computation ,Copula (probability theory) ,Survival function ,Statistics ,Econometrics ,Statistics::Methodology ,Discrete Mathematics and Combinatorics ,Statistics, Probability and Uncertainty ,Hazard estimation ,Mathematics - Abstract
Bivariate survival function can be expressed as the composition of marginal survival functions and a bivariate copula, and consequently, one may estimate bivariate hazard functions via marginal hazard estimation and copula density estimation. Leveraging on earlier developments on penalized likelihood density and hazard estimation, a nonparametric approach to bivariate hazard estimation is being explored in this artical. The new ingredient here is the nonparametric estimation of copula density, a subject of interest by itself, and to accommodate survival data one needs to allow for censoring and truncation in the setting. A simple copularization process is implemented to convert density estimates into copula densities, and a cross-validation scheme is devised for density estimation under censoring and truncation. Empirical performances of the techniques are investigated through simulation studies, and potential applications are illustrated using real-data examples and open-source software.
- Published
- 2015
- Full Text
- View/download PDF
46. Innovative Early Warning System for Natural Disasters – Case Study on Earthquakes with Earthquakeguard™ and NowTice™
- Author
-
Michele Biolè, Giulio Delitala, and Biagio Lanziani
- Subjects
Geography ,Risk analysis (engineering) ,Early warning system ,Earthquake warning system ,Hazard estimation ,Natural disaster ,Computer security ,computer.software_genre ,computer ,Structural monitoring - Abstract
NowTech has realized Earthquakeguard™ a Rapid Alerting System of Seismic Events – Earthquake Early Warning System, based on a special sensor that does not generate fake alarms. Using this kind of sensors this innovative system is also able to provide a high precise and reliable structural monitoring system, furthermore these sensors are suitable to carry out seismic micro zonation studies and researches for hazard estimation.
- Published
- 2017
- Full Text
- View/download PDF
47. Systematic-informative algorithmization of flight norms violation hazard estimation and analysis procedure by air traffic controllers
- Subjects
Engineering ,Operations research ,Aviation ,business.industry ,cvg.computer_videogame ,Decision taking ,Control engineering ,General Medicine ,Air traffic control ,Air traffic controller ,cvg ,Hazard estimation ,Air navigation ,business - Abstract
Taking into account restrictions set by ICAO for flights in horizontal plane systematic-informative algorithmization of air traffic controllers self-estimation was grounded. That estimation concerns air traffic flight norms violation and takes into account stable and permanent human factor influence upon flight systems safety. Management task solution scheme, decision taking stages and risk grading in air navigation systems are considered. Розглянуто схему вирішення задачі управління, стадії прийняття рішень, ієрархію ризику в аеронавігаційних системах. Known algorithm of American scientist I. Jenis and and L. Mann was improved considering both ICAO qualitative criteria of aviation systems hazard levels and peculiarities of air traffic controllers professional activities. Proposed schrmr of steps and questions will allow air traffic controller to proceed with continuous actions self-analysis during solution taking.
- Published
- 2017
- Full Text
- View/download PDF
48. Site Response Study of Jammu City using Micro-tremor Measurements
- Author
-
Gayatri Devi, P. K. S. Chauhan, and Abha Mittal
- Subjects
Seismic microzonation ,Vulnerability index ,Cost effectiveness ,Large earthquakes ,Magnitude (mathematics) ,Physical geography ,Geotechnical Engineering and Engineering Geology ,Hazard estimation ,Zoning ,Civil engineering ,Natural (archaeology) ,Geology - Abstract
Micro-tremor measurements are one of the most commonly used methods for site response studies and have been widely used by most of the researchers because of its cost effectiveness. This method gives a realistic estimate of the natural ground frequency and can be applied in the areas where large earthquakes do not occur often. Due to the close relation between the nature of micro-tremors and the fundamental dynamic behavior of the surface soil layer, they are frequently used in the field of hazard estimation. The results of micro-tremor analysis are used as an important input for seismic microzonation studies around the world. Himalayan region is one of the most active seismic zones of the world. As such Jammu city lies in Zone IV on Seismic zoning map of India. It has been rocked by 25 earthquakes in between 1828 to 2005 of magnitude 6.0 or more. Jammu, the winter capital of Jammu & Kashmir state is a fast growing city. The micro-tremor data has been collected from locations covering almost every part of Jammu city using Altus K2 SMA. The data were collected by keeping SMA at each site for few hours. On the basis of natural frequency (Nf) the entire study area has been divided into four zones. The natural frequency Nf value shows that the central part of the city is less vulnerable zone, as compared to other parts of the Jammu city. An attempt has been made to compute the vulnerability index (Kg), which could be considered as the indicator of higher damaged areas. The results are in good agreement with the past damaging history of the city.
- Published
- 2014
- Full Text
- View/download PDF
49. Bandwidth selection in marker dependent kernel hazard estimation
- Author
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María Luz Gámiz Pérez, María Dolores Martínez Miranda, Lena Janys, and Jens Perch Nielsen
- Subjects
Statistics and Probability ,Mathematical optimization ,Local linear ,Applied Mathematics ,05 social sciences ,Bandwidth (signal processing) ,Failure rate ,Data application ,01 natural sciences ,Cross-validation ,Continuous data ,010104 statistics & probability ,Computational Mathematics ,Computational Theory and Mathematics ,0502 economics and business ,Covariate ,0101 mathematics ,QA ,Hazard estimation ,050205 econometrics ,Mathematics - Abstract
Practical estimation procedures for the local linear estimation of an unrestricted failure rate when more information is available than just time are developed. This extra information could be a covariate and this covariate could be a time series. Time dependent covariates are sometimes called markers, and failure rates are sometimes called hazards, intensities or mortalities. It is shown through simulations and a practical example that the fully local linear estimation procedure exhibits an excellent practical performance. Two different bandwidth selection procedures are developed. One is an adaptation of classical cross-validation, and the other one is indirect cross-validation. The simulation study concludes that classical cross-validation works well on continuous data while indirect cross-validation performs only marginally better. However, cross-validation breaks down in the practical data application to old-age mortality. Indirect cross-validation is thus shown to be superior when selecting a fully feasible estimation method for marker dependent hazard estimation.
- Published
- 2013
- Full Text
- View/download PDF
50. Distribution and Hazard Functions Estimation
- Author
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Györfi, Lázió, Härdle, Wolfgang, Sarda, Pascal, Vieu, Philippe, Berger, J., editor, Fienberg, S., editor, Gani, J., editor, Krickeberg, K., editor, Olkin, I., editor, Singer, B., editor, Györfi, Lázió, editor, Härdle, Wolfgang, editor, Sarda, Pascal, editor, and Vieu, Philippe, editor
- Published
- 1989
- Full Text
- View/download PDF
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