Experimental research into emission of ultra fine dusts as harbingers of volcanic seismic events

Size: px
Start display at page:

Download "Experimental research into emission of ultra fine dusts as harbingers of volcanic seismic events"

Transcription

1 Experimental research into emission of ultra fine dusts as harbingers of volcanic seismic events F. Patania, A. Gagliano, F. Nocera & V. Lauretta Energy and Environment Division of D.I.I.M., Engineering Faculty of University of Catania (Italy) Abstract Usually the history of a volcano is marked by the alternation of brief intervals of eruptive activity and long periods of apparent inactivity. During the long periods of pseudo-inactivity, there are evident symptoms that the volcano is still active, e.g. fumaroles, hot springs and gaseous emissions. The variation in intensity of previous phenomena may be used for a possible forecasting of forthcoming volcanic-seismic events. The aim of the present research was to use the variation in emissions of ultra fine dusts in the period of pseudo inactivity to obtain an index able to forecast the possible volcanic eruption, or volcanic seismic event, some time before it occurs. Thus we conducted a long-term monitoring campaign near some volcanic faults on the slopes of Mt. Etna (Sicily) measuring: - variation in concentration of ultra fine dusts (PMx) in the air; - meteoclimatic parameters such as temperature, relative humidity, direction and intensity of wind; - seismic parameters such as magnitude and length of seismic events. From the systematic analysis of data acquired over two years of monitoring, it was possible to develop composite parameters termed Seismicity of Period (I m ) and Forced Peak (FP). Correlating MI, FP, and the measured mean daily concentration of PM 10 in the air, it was possible to determine the required index able to forecast possible seismic volcanic events. Research is currently in progress to refine the index which could be utilized not only to forecast possible seismic volcanic events, but also as a key to give early warning to the Civil Protection Agency so that they can be ready in time should an eruptive event occur. The present paper regards the results of the monitoring campaign, the analysis methodology and the development of the index. Keywords: volcanic-seismic event, PM correlation index.

2 112 Air Pollution XII 1 Investigated area, measurement equipment and investigation methodology Measurements were made in some zones on the slopes of Etna volcano in proximity to faults (1) (2): In the Dalia area (Biancavilla) located, with reference to the central crater, in the south-west of the mountain, and the Vena area (Piedimonte) in the north-east. Figures 1 and 2, show respectively the investigated zones and the faults present on the mountain. The following equipment was used to acquire the required data: Babuc ABC: meteoclimatic steady stations to control meteoclimatic parameters during the measurement period. Envirocheck Grimm Model 107: analyser of ultra fine dust concentrations (PM 10, P 2,5, PM 1 ) based on 90 diffusion of laser ray (scattering). Figure 1: Areas of investigation.

3 Air Pollution XII 113 Miran 1B2: portable air meter analyser of CO 2 concentrations, based on the interference of measured gas with infrared radiation. The registration of single datum by this equipment was based on regular time intervals for each measurement typology: - Fine dusts: 10 minutes - CO 2 : 10 minutes - Meteoclimatic data: 1 hour. The measurement campaign was conducted from August 2001 to October All acquired data was processed and analysed on a spreadsheet. Fine dust data was analysed using the powerful Grimm 174 software. CO 2 data was analysed using MS3200f computer program able, for each reference time interval, to elaborate: minimum value, mean term and maximum value. Babuc ABC directly outputs meteoclimatic data in ASCII format. Figure 2: The faults present on the mountain. 2 Acquired data and post-processing With reference to data measured in the Dalia area from to , we observed:

4 114 Air Pollution XII - Very irregular wind velocity, generally varying between 0.7 m/s and 3.9 m/s, with a maximum peak value of 5.6 m/s. - Typical seasonal temperature trend varying between -6 C and 7 C. - Daily CO 2 concentration varying from 420 ppm to 490 ppm. The highest values were found during the night and the lowest values during the day, in accordance with the processes of chlorophyll photosynthesis. - Very low values of PM concentration, varying daily around 20 Figure 3 and 4 show examples of the daily trend of CO 2 and PM x, respectively, measured during a day in which seismic events occurred. PMx 45,00 40,00 35,00 30,00 25,00 20,00 pm 10 pm 2.5 pm 1.0 md 1.5 md 2.1 md ,00 10,00 5,00 0, hour Figure 3: Example of daily PMi trend measured during a day with seismic events. With reference to data measured in the Vena area (from to ), we observed: - Regular trend of wind direction: from E-SE in the morning, from W- NW at midday, from E- SE at night. - Typical seasonal temperature trend, varying between -5 C and 25 C - Daily CO 2 varying between 500 ppm and 600 ppm in the months of April-May and 440 to 540 ppm in June-July. The highest values were found during the night and the lowest during the day, in accordance with the trend of chlorophyll photosynthesis processes, as above. - Daily PMi concentration varying between 15 and 50. There were also isolated cases of very high PMi concentration values (150 ), but these were mainly caused by local human interference.

5 Air Pollution XII 115 CO ppm min average max md 1.7 md 1.4 md 2 md 2 md 1.8 md hour Figure 4: Example of daily CO 2 trend measured during a day with seismic events. Figures 5 and 6 give examples of the daily CO 2 and PMi trends, respectively, measured during a day in which one or more seismic events occurred. Post processing of whole values for each day of measurement was summarised in tabular form with reference to parameters: - peak values of CO 2 concentration - peak values of PM concentration - magnitude of seismic-events during the time of measurements - velocity and direction of wind Acquired data shows that there is no evident correlation of maximum values of CO 2 and PM concentrations with seismic-events. In fact, it was noted that seismic-events sometimes occur before and sometimes after the presence of peak values and, moreover, that peak values do not vary significantly during days with a significant presence of seismic activity of appreciable magnitude. More thorough analysis subsequently performed on data of PM 10 concentrations alone drew attention to some phenomena of particular interest with regard to correlation between PM concentrations in the air and seismic events. We termed this relation I m, Seismicity of Period I m = n i= 1 n where: I m (i) = average of seismic magnitudes of i-day n = number of consecutive days investigated I m () i (1)

6 116 Air Pollution XII PMx pm 10 pm 2.5 pm 1.0 md ,00 45,00 40,00 35,00 30,00 25,00 20,00 15,00 10,00 5,00 0, hour Figure 5: Example of daily PMi trend measured during a day with seismic event. CO 2 ppm hour min value average value max value md 1.2 md 1.2 Figure 6: Example of daily CO 2 trend measured during a day with seismic events.

7 Air Pollution XII 117 We compared the daily mean PM 10 concentrations with the Seismicity of Period, as shown in Figure 7, and noticed that an increasing (or decreasing) trend in PM 10 concentration is correlated to an increasing (or decreasing) trend in I m. An attempt was made to interpolate the acquired data using mathematical regression without appreciable results. Not only were very low correlation indices found, but the data does not repeat with the same law over different measurement periods, changing greatly for each time period investigated. Given that short period analysis (monthly) did not define any clearly identifiable correlation between PM 10 concentrations and seismic events, we proceeded to analyse phenomena over three-month period. We termed Force Peak (FP) the value of PM 10 concentration found between a period of at least three consecutive days of increasing concentration and one of at least three days of decreasing concentration. The FP were then correlated with the significant seismic events, i.e. greater than 2 on the Richter scale ,00 1,80 1,60 1,40 1,20 1,00 0,80 magnetude pm 10 Im Lineare (pm 10) Lineare (Im) day 0,60 0,40 0,20 0,00 y(pm 10) = 0,8197x + 21,408 r=0,615 y = 0,0015x + 1,4328 r=0,123 Figure 7: Example of correlation between PM10 and Im. In this way, it was possible to construct a correlation graph, correlating the mean daily trend in PM 10 concentration with mean daily magnitude (Figure 8), with both mean and maximum magnitude (Figure 9), and with the daily number of seismic events (Figure 10). Analysis of the above graphs prompted the following considerations: - An FP of PM 10 is followed by significant seismic activity - FP of PM 10 are followed, in 90% of cases, by significant seismicvolcanic activity within three days. - The constant increase in daily main value of PM 10 after an FP is matched by an increase in seismic activity and, in some cases, as well as earthquakes of increasing magnitude, there is also an increasing number of seismic swarms.

8 118 Air Pollution XII - The presence of many FP over a short time interval together with high values of PM 10 concentration, marks a period with seismic events of considerable magnitude, also in accordance with the comments made above using the Seismicity of Period (seismic response to a trend in increasing PM 10 concentration) as analysis parameter. mean magnitude pm 10 magnitude 10,00 9,00 8,00 7,00 6,00 5,00 4,00 3,00 2,00 1,00 0,00 day Figure 8: Mean daily trend in PM10 concentration correlated with mean daily magnitude. mean magnitude maximum magnitude PM 10 10, ,00 8, Magnitude 7,00 6,00 5,00 4,00 3,00 2,00 1, ,00 day 0 Figure 9: Mean daily trend in PM10 concentration correlated with both mean and maximums value of magnitude of seismic event.

9 Air Pollution XII daily seismic event pm Number of events day 0 Figure 10: Mean daily trend in PM 10 concentration correlated with daily number of seismic events. 3 Conclusions The first phase of experimental research led to the development of two new indices to be refined in the near future and validated by further measurement campaigns: - I m = Seismicity of Period qualitatively correlates the trend in PM 10 concentration to the mean seismic magnitude. This index requires further investigation, to be undertaken in the next measurement campaign, in an attempt to determine the mathematical law of correlation. - FP = Force Peak is already effective in correlating seismic volcanic events greater than 2 on the Richter scale with PM 10 concentrations in the air and giving, moreover, both the probability of a seismic-volcanic event (90%) and the time range (3 days) of its occurrence. At the current state of research, the FP index is not, of course, able to single out with deterministic exactness either the day when a seismicvolcanic event will occur or the magnitude of the event. However, it can certainly be used as an early warning (3) (4) for the Civil Protection Agency to be ready to intervene in the, inauspicious, case that the magnitude of the event forecast using the FP technique could be dangerous for the inhabitants of small towns on the foothills of Mt. Etna. From this viewpoint, it could be desirable to built a network of environmental steady stations at targeted points near the faults on the slopes of Etna, Figure 2. These would identify, in real time, the

10 120 Air Pollution XII References occurrence of an FP. The next phase of the research will be to use data acquired in a future measurement campaign in an attempt to correlate I m to FP and thus determine mathematical laws able to also forecast the magnitude of the seismic-volcanic event. [1] Barbano M.S., Cosentino M., Lombardo G., Patane' G., Isoseismal maps of Calabria and Sicily earthquakes (southern Italy), CNR, P.F. Geodinamica, Gruppo "Catalogo dei Terremoti"-1980, Pubb. n [2] Cosentino M., Di Francesco M., Lombardo G., Privitera E., Volcanic activity at Mt. Etna and possible seismological precursors, Proceedings of the International Workshop "Resumed activity in areas of quiescent volcanism: triggers and precursors", Firenze, Per. Mineral [3] Patania, F., Gagliano, A., Nocera, F., Air pollution and urban plan of road traffic: experimental research about situations of environmental health hazard, Urban Transport IX., WIT Press Southampton (U.K.), pp ,2003 [4] Patania, F., Gagliano, A., Nocera, F., Air pollution drop by technique of urban traffic integrated control system in Catania city (Italy), Urban Transport VII, WIT Press, 2001

Monthly Volcanic Activity Report (February 2016)

Monthly Volcanic Activity Report (February 2016) Monthly Volcanic Activity Report (February 2016) Japan Meteorological Agency Azumayama (Alert Level: 2) Fumarolic activity at the Oana crater has remained at relatively high levels. Aerial observation

More information

An assessment of time changes of the health risk of PM10 based on GRIMM analyzer data and respiratory deposition model

An assessment of time changes of the health risk of PM10 based on GRIMM analyzer data and respiratory deposition model J. Keder / Landbauforschung Völkenrode Special Issue 38 57 An assessment of time changes of the health risk of PM based on GRIMM analyzer data and respiratory deposition model J. Keder Abstract PM particles

More information

( ) USGS (United States Geological Survey) Watch Green. Normal. alert level 1 Normal

( ) USGS (United States Geological Survey) Watch Green. Normal. alert level 1 Normal (200610.1) USGS (United States Geological Survey) 1014 alert level 1 Normal Watch Green Normal USGS WARNING WATCH ADVISORY NORMAL SUMMARY OF VOLCANIC-ALERT LEVELS Highly hazardous eruption underway or

More information

A Hybrid ARIMA and Neural Network Model to Forecast Particulate. Matter Concentration in Changsha, China

A Hybrid ARIMA and Neural Network Model to Forecast Particulate. Matter Concentration in Changsha, China A Hybrid ARIMA and Neural Network Model to Forecast Particulate Matter Concentration in Changsha, China Guangxing He 1, Qihong Deng 2* 1 School of Energy Science and Engineering, Central South University,

More information

Chapter 3. Materials and Methods

Chapter 3. Materials and Methods Chapter 3 Materials and Methods CHAPTER3 MATERIALS AND METHODS The present study aims to identify the role of climatic factors in the dispersal of air pollutants released into the atmosphere at some important

More information

Year 8 Level: 5-8 GEOGRAPHY Time: 1:30min

Year 8 Level: 5-8 GEOGRAPHY Time: 1:30min Year 8 Level: 5-8 GEOGRAPHY Time: 1:30min Name: Class: Answer all questions in the space provided. 1. Label the diagram below using the following words; (4) mantle, crust, outer core, inner core 2. Write

More information

Comparison of black carbon and ozone variability at the Kathmandu hot spot and at the southern Himalayas

Comparison of black carbon and ozone variability at the Kathmandu hot spot and at the southern Himalayas Comparison of black carbon and ozone variability at the Kathmandu hot spot and at the southern Himalayas Davide Putero, Angela Marinoni, Paolo Bonasoni, Francescopiero Calzolari, and Paolo Cristofanelli

More information

Dr. Haritini Tsangari Associate Professor of Statistics University of Nicosia, Cyprus

Dr. Haritini Tsangari Associate Professor of Statistics University of Nicosia, Cyprus Dr. Haritini Tsangari Associate Professor of Statistics University of Nicosia, Cyprus H. Tsangari (presenting) 1, Z. Konsoula 1, S. Christou 1, K. E. Georgiou 2, K. Ioannou 3, T. Mesimeris 3, S. Kleanthous

More information

Towards a fully integrated urban weather environment climate service in Mexico City

Towards a fully integrated urban weather environment climate service in Mexico City Towards a fully integrated urban weather environment climate service in Mexico City Mexico City Ministry of Environment SEDEMA Tanya Müller (Secretary of Environment), Beatriz Cárdenas (SEDEMA), Luisa

More information

Landslide Hazard Assessment Methodologies in Romania

Landslide Hazard Assessment Methodologies in Romania A Scientific Network for Earthquake, Landslide and Flood Hazard Prevention SciNet NatHazPrev Landslide Hazard Assessment Methodologies in Romania In the literature the terms of susceptibility and landslide

More information

Which graph best shows the relationship between intensity of insolation and position on the Earth's surface? A) B) C) D)

Which graph best shows the relationship between intensity of insolation and position on the Earth's surface? A) B) C) D) 1. The hottest climates on Earth are located near the Equator because this region A) is usually closest to the Sun B) reflects the greatest amount of insolation C) receives the most hours of daylight D)

More information

FOREST FIRE HAZARD MODEL DEFINITION FOR LOCAL LAND USE (TUSCANY REGION)

FOREST FIRE HAZARD MODEL DEFINITION FOR LOCAL LAND USE (TUSCANY REGION) FOREST FIRE HAZARD MODEL DEFINITION FOR LOCAL LAND USE (TUSCANY REGION) C. Conese 3, L. Bonora 1, M. Romani 1, E. Checcacci 1 and E. Tesi 2 1 National Research Council - Institute of Biometeorology (CNR-

More information

Which Earth latitude receives the greatest intensity of insolation when Earth is at the position shown in the diagram? A) 0 B) 23 N C) 55 N D) 90 N

Which Earth latitude receives the greatest intensity of insolation when Earth is at the position shown in the diagram? A) 0 B) 23 N C) 55 N D) 90 N 1. In which list are the forms of electromagnetic energy arranged in order from longest to shortest wavelengths? A) gamma rays, x-rays, ultraviolet rays, visible light B) radio waves, infrared rays, visible

More information

TOTAL COLUMN OZONE AND SOLAR UV-B ERYTHEMAL IRRADIANCE OVER KISHINEV, MOLDOVA

TOTAL COLUMN OZONE AND SOLAR UV-B ERYTHEMAL IRRADIANCE OVER KISHINEV, MOLDOVA Global NEST Journal, Vol 8, No 3, pp 204-209, 2006 Copyright 2006 Global NEST Printed in Greece. All rights reserved TOTAL COLUMN OZONE AND SOLAR UV-B ERYTHEMAL IRRADIANCE OVER KISHINEV, MOLDOVA A.A. ACULININ

More information

INTRODUCTION TO VOLCANIC SEISMOLOGY

INTRODUCTION TO VOLCANIC SEISMOLOGY INTRODUCTION TO VOLCANIC SEISMOLOGY V.M. Zobin Observatorio Vulcanologico, Colima, Mexico ELSEVIER Amsterdam - Boston - Heidelberg - London - New York - Oxford Paris - San Diego - San Francisco - Singapore

More information

Supporting the response to the 2018 lower East Rift Zone and summit collapse at Kīlauea Volcano, Hawaiʻi

Supporting the response to the 2018 lower East Rift Zone and summit collapse at Kīlauea Volcano, Hawaiʻi Hawaiʻi Supersite success story Supporting the response to the 2018 lower East Rift Zone and summit collapse at Kīlauea Volcano, Hawaiʻi Since 1983, Kīlauea Volcano, on the Island of Hawaiʻi, has actively

More information

May 2017 Weather Summary P a g e 1 Alexander, P.J. & Power, S.

May 2017 Weather Summary P a g e 1 Alexander, P.J. & Power, S. May 2017 Weather Summary P a g e 1 May 2017 Beaufort Weather Station Summary Logistics May was the first full month of operation of the MaREI weather observing system (WOS) located on the grounds of the

More information

Urban Forest Effects-Dry Deposition (UFORE D) Model Enhancements. Satoshi Hirabayashi

Urban Forest Effects-Dry Deposition (UFORE D) Model Enhancements. Satoshi Hirabayashi Urban Forest Effects-Dry Deposition (UFORE D) Model Enhancements Satoshi Hirabayashi The Davey Institute, The Davey Tree Expert Company, Syracuse, New York 13210, USA Surface Weather Data NOAA Integrated

More information

Monthly Volcanic Activity Report (July, 2012)

Monthly Volcanic Activity Report (July, 2012) Monthly Volcanic Activity Report (July, 2012) Tokachidake [Alert Level: 1] Volcanic glows have been observed in the Taisho crater with a high-sensitivity camera at night from the night of June 30th to

More information

Name: Page 1. 2) What do increases and decreases in RSAM data indicate about magma movement inside the volcano?

Name: Page 1. 2) What do increases and decreases in RSAM data indicate about magma movement inside the volcano? Name: Page 1 Living on the Edge Unit 5: SEISMOLOGISTS A report on the seismic activity must be prepared in order to assess and forecast future activity. Complete the following components of the seismology

More information

LAB 2: Earth Sun Relations

LAB 2: Earth Sun Relations LAB 2: Earth Sun Relations Name School The amount of solar energy striking the Earth s atmosphere is not uniform; distances, angles and seasons play a dominant role on this distribution of radiation. Needless

More information

Southington Public Schools Curriculum Map Subject: Science Grade: 6

Southington Public Schools Curriculum Map Subject: Science Grade: 6 Southington Public Schools Curriculum Map Subject: Science Grade: 6 UNIT TITLE #1 Heat Energy / Weather # 2 Solar System #3 Energy in the Earth s System #4 Erosion #5 Water: Human Impact TIMELINE Sept.

More information

East Penn School District Curriculum and Instruction

East Penn School District Curriculum and Instruction East Penn School District Curriculum and Instruction Curriculum for: Geology of National Parks Course(s): Geology of the National Parks Grades: 10-12 Department: Science Length of Period (average minutes):

More information

MVO Activity Reports 2009

MVO Activity Reports 2009 MVO Activity Reports 2009 Ash from the 3 January 2009 explosions Open File Report OFR 13-04 8 March 2013 Montserrat Volcano Observatory - P.O. Box 318 - Flemmings Montserrat Tel : +1 (664) 491-5647 Fax:

More information

VOLCANO MONITORING PRACTICAL. Hazard alert levels established for communication at Mt. Pinatubo

VOLCANO MONITORING PRACTICAL. Hazard alert levels established for communication at Mt. Pinatubo VOLCANO MONITORING PRACTICAL Predicting volcanic eruptions is a hazardous and stressful business. If an eruption has occurred and was not predicted then the volcanologists get the blame for not giving

More information

DEPARTMENT OF EARTH & CLIMATE SCIENCES Name SAN FRANCISCO STATE UNIVERSITY Nov 29, ERTH 360 Test #2 200 pts

DEPARTMENT OF EARTH & CLIMATE SCIENCES Name SAN FRANCISCO STATE UNIVERSITY Nov 29, ERTH 360 Test #2 200 pts DEPARTMENT OF EARTH & CLIMATE SCIENCES Name SAN FRANCISCO STATE UNIVERSITY Nov 29, 2018 ERTH 360 Test #2 200 pts Each question is worth 4 points. Indicate your BEST CHOICE for each question on the Scantron

More information

Lesson 2C - Weather. Lesson Objectives. Fire Weather

Lesson 2C - Weather. Lesson Objectives. Fire Weather Lesson 2C - Weather 2C-1-S190-EP Lesson Objectives 1. Describe the affect of temperature and relative humidity has on wildland fire behavior. 2. Describe the affect of precipitation on wildland fire behavior.

More information

Air Quality Simulation of Traffic Related Emissions: Application of Fine-Scaled Dispersion Modelling

Air Quality Simulation of Traffic Related Emissions: Application of Fine-Scaled Dispersion Modelling Air Quality Simulation of Traffic Related Emissions: Application of Fine-Scaled Dispersion Modelling M. Shekarrizfard, M. Hatzopoulou Dep. of Civil Engineering and Applied Mechanics, McGill University

More information

Seasonal Variations of the Urban Heat Island Effect:

Seasonal Variations of the Urban Heat Island Effect: Seasonal Variations of the Urban Heat Island Effect: Examining the Differences in Temperature Between the City of Philadelphia and its Outlying Suburbs By: Frank Vecchio 1 P a g e We re calling for a high

More information

They include earthquakes, volcanic eruptions, floods, landslides, and other processes and occurrences. They are included in the broader concept of.

They include earthquakes, volcanic eruptions, floods, landslides, and other processes and occurrences. They are included in the broader concept of. They include earthquakes, volcanic eruptions, floods, landslides, and other processes and occurrences. They are included in the broader concept of. In general, natural processes are labeled hazardous only

More information

Study of particulate matters pollution related with meteorological factors for a city from South-Central of Romania

Study of particulate matters pollution related with meteorological factors for a city from South-Central of Romania European Journal of Sustainable Development (214), 3, 4, 17-28 ISSN: 2239-938 Doi: 1.1427/ejsd.214.v3n4p17 Study of particulate matters pollution related with meteorological factors for a city from South-Central

More information

Recent Kilauea Status Reports, Updates, and Information Releases

Recent Kilauea Status Reports, Updates, and Information Releases Page 1 of 15 deformation images timelapse movies maps Pu`u `O`o webcam July 21 webcam Recent Kilauea Status Reports, Updates, and Information Releases Kilauea Daily Update issued Feb 28, 2008 09:38 HST

More information

A) usually less B) dark colored and rough D) light colored with a smooth surface A) transparency of the atmosphere D) rough, black surface

A) usually less B) dark colored and rough D) light colored with a smooth surface A) transparency of the atmosphere D) rough, black surface 1. Base your answer to the following question on the diagram below which shows two identical houses, A and B, in a city in North Carolina. One house was built on the east side of a factory, and the other

More information

Climates of NYS. Definitions. Climate Regions of NYS. Storm Tracks. Climate Controls 10/13/2011. Characteristics of NYS s Climates

Climates of NYS. Definitions. Climate Regions of NYS. Storm Tracks. Climate Controls 10/13/2011. Characteristics of NYS s Climates Definitions Climates of NYS Prof. Anthony Grande 2011 Weather and Climate Weather the state of the atmosphere at one point in time. The elements of weather are temperature, air pressure, wind and moisture.

More information

Advanced Workshop on Evaluating, Monitoring and Communicating Volcanic and Seismic Hazards in East Africa.

Advanced Workshop on Evaluating, Monitoring and Communicating Volcanic and Seismic Hazards in East Africa. 2053-18 Advanced Workshop on Evaluating, Monitoring and Communicating Volcanic and Seismic Hazards in East Africa 17-28 August 2009 Eruptive Activity of Nyiragongo Volcano lessons learned: the scenarios

More information

Pre-earthquake activity in North-Iceland Ragnar Stefánsson 1, Gunnar B. Guðmundsson 2, and Þórunn Skaftadóttir 2

Pre-earthquake activity in North-Iceland Ragnar Stefánsson 1, Gunnar B. Guðmundsson 2, and Þórunn Skaftadóttir 2 International Workshop on Earthquakes in North Iceland Húsavík, North Iceland, 31 May - 3 June 2016 Pre-earthquake activity in North-Iceland Ragnar Stefánsson 1, Gunnar B. Guðmundsson 2, and Þórunn Skaftadóttir

More information

A - Piton de la Fournaise activity

A - Piton de la Fournaise activity OVPF-IPGP August 2018 Page 1/7 Monthly bulletin of the Piton de la Fournaise Volcanological Observatory ISSN ISSN 2610-5101 A - Piton de la Fournaise activity PITON DE LA FOURNAISE (VNUM #233020) Latitude:

More information

What is Climate? Understanding and predicting climatic changes are the basic goals of climatology.

What is Climate? Understanding and predicting climatic changes are the basic goals of climatology. What is Climate? Understanding and predicting climatic changes are the basic goals of climatology. Climatology is the study of Earth s climate and the factors that affect past, present, and future climatic

More information

Baton Rouge Climate Summary: July 2014

Baton Rouge Climate Summary: July 2014 Baton Rouge Climate Summary: July 2014 (based on available data as of 07 August 2014) July Weather Highlights: - 2014 s run of cooler-than-normal weather continues - three July cool fronts very uncommon

More information

C) the seasonal changes in constellations viewed in the night sky D) The duration of insolation will increase and the temperature will increase.

C) the seasonal changes in constellations viewed in the night sky D) The duration of insolation will increase and the temperature will increase. 1. Which event is a direct result of Earth's revolution? A) the apparent deflection of winds B) the changing of the Moon phases C) the seasonal changes in constellations viewed in the night sky D) the

More information

5. In which diagram is the observer experiencing the greatest intensity of insolation? A) B)

5. In which diagram is the observer experiencing the greatest intensity of insolation? A) B) 1. Which factor has the greatest influence on the number of daylight hours that a particular Earth surface location receives? A) longitude B) latitude C) diameter of Earth D) distance from the Sun 2. In

More information

Earthquakes and Earthquake Hazards Earth - Chapter 11 Stan Hatfield Southwestern Illinois College

Earthquakes and Earthquake Hazards Earth - Chapter 11 Stan Hatfield Southwestern Illinois College Earthquakes and Earthquake Hazards Earth - Chapter 11 Stan Hatfield Southwestern Illinois College What Is an Earthquake? An earthquake is the vibration of Earth, produced by the rapid release of energy.

More information

ME 476 Solar Energy UNIT THREE SOLAR RADIATION

ME 476 Solar Energy UNIT THREE SOLAR RADIATION ME 476 Solar Energy UNIT THREE SOLAR RADIATION Unit Outline 2 What is the sun? Radiation from the sun Factors affecting solar radiation Atmospheric effects Solar radiation intensity Air mass Seasonal variations

More information

How the earthquakes and landslides affect Quito, my place. Ecuador is located on the Northwestern part of the South-American plate which is being

How the earthquakes and landslides affect Quito, my place. Ecuador is located on the Northwestern part of the South-American plate which is being How the earthquakes and landslides affect Quito, my place. Ecuador is located on the Northwestern part of the South-American plate which is being subducted by the Nazca plate. Due to this subduction a

More information

QUANTIFICATION OF THE NATURAL VARIATION IN TRAFFIC FLOW ON SELECTED NATIONAL ROADS IN SOUTH AFRICA

QUANTIFICATION OF THE NATURAL VARIATION IN TRAFFIC FLOW ON SELECTED NATIONAL ROADS IN SOUTH AFRICA QUANTIFICATION OF THE NATURAL VARIATION IN TRAFFIC FLOW ON SELECTED NATIONAL ROADS IN SOUTH AFRICA F DE JONGH and M BRUWER* AECOM, Waterside Place, Tygerwaterfront, Carl Cronje Drive, Cape Town, South

More information

Who is polluting the Columbia River Gorge?

Who is polluting the Columbia River Gorge? Who is polluting the Columbia River Gorge? Final report to the Yakima Nation Prepared by: Dan Jaffe, Ph.D Northwest Air Quality, Inc. 7746 Ravenna Avenue NE Seattle WA 98115 NW_airquality@hotmail.com December

More information

LECTURE #11: Volcanoes: Monitoring & Mitigation

LECTURE #11: Volcanoes: Monitoring & Mitigation GEOL 0820 Ramsey Natural Disasters Spring, 2018 LECTURE #11: Volcanoes: Monitoring & Mitigation Date: 15 February 2018 I. What is volcanic monitoring? the continuous collection of one or more data sources

More information

Response on Interactive comment by Anonymous Referee #1

Response on Interactive comment by Anonymous Referee #1 Response on Interactive comment by Anonymous Referee #1 Sajid Ali First, we would like to thank you for evaluation and highlighting the deficiencies in the manuscript. It is indeed valuable addition and

More information

Dynamic Crust Regents Review

Dynamic Crust Regents Review Name Dynamic Crust Regents Review Base your answers to questions 1 through 3 on the table below, which lists the location of some earthquakes, their Richter magnitude, and their year of occurrence. Data

More information

Preliminary comparative assessment of PM1 hourly measurement results from new monitoring stations type using stochastic and exploratory methodology and models Piotr Oskar Czechowski 1 *, Tomasz Owczarek

More information

Preliminary Conceptual Model Development

Preliminary Conceptual Model Development Preliminary Conceptual Model Development Develop preliminary conceptual models regarding the sources of haze at every Class I area in the WRAP region Site-specific summaries of the descriptive material

More information

C) wavelength C) eastern horizon B) the angle of insolation is high B) increases, only D) thermosphere D) receive low-angle insolation

C) wavelength C) eastern horizon B) the angle of insolation is high B) increases, only D) thermosphere D) receive low-angle insolation 1. What is the basic difference between ultraviolet, visible, and infrared radiation? A) half-life B) temperature C) wavelength D) wave velocity 2. In New York State, the risk of sunburn is greatest between

More information

AT350 EXAM #1 September 23, 2003

AT350 EXAM #1 September 23, 2003 AT350 EXAM #1 September 23, 2003 Name and ID: Enter your name and student ID number on the answer sheet and on this exam. Record your answers to the questions by using a No. 2 pencil to completely fill

More information

Experimental and Theoretical Study on the Optimal Tilt Angle of Photovoltaic Panels

Experimental and Theoretical Study on the Optimal Tilt Angle of Photovoltaic Panels Experimental and Theoretical Study on the Optimal Tilt Angle of Photovoltaic Panels Naihong Shu* 1, Nobuhiro Kameda 2, Yasumitsu Kishida 2 and Hirotora Sonoda 3 1 Graduate School, Kyushu Kyoritsu University,

More information

Daniel Frost & Stefan Lachowycz

Daniel Frost & Stefan Lachowycz Daniel Frost & Stefan Lachowycz Studying the Colima active volcano, Mexico 2009 Daniel and Stefan studied Earth Science at Oxford University. For their project they went to Mexico to work as field assistants

More information

Programs of Regione Campania for reduction of seismic risk (and others)

Programs of Regione Campania for reduction of seismic risk (and others) Programs of Regione Campania for reduction of seismic risk (and others) 2011-10151015 Prof ing Edoardo Cosenza Assessore (Regional Ministry) Public Works and Civil Protection Regione Campania Napoli, 1900.

More information

Probabilistic procedure to estimate the macroseismic intensity attenuation in the Italian volcanic districts

Probabilistic procedure to estimate the macroseismic intensity attenuation in the Italian volcanic districts Probabilistic procedure to estimate the macroseismic intensity attenuation in the Italian volcanic districts G. Zonno 1, R. Azzaro 2, R. Rotondi 3, S. D'Amico 2, T. Tuvè 2 and G. Musacchio 1 1 Istituto

More information

USING 3D GIS TO ASSESS ENVIRONMENTAL FLOOD HAZARDS IN MINA

USING 3D GIS TO ASSESS ENVIRONMENTAL FLOOD HAZARDS IN MINA King Fahd University of Petroleum & Minerals College of Environmental Design Geographical Information system USING 3D GIS TO ASSESS ENVIRONMENTAL FLOOD HAZARDS IN MINA Prepared by : Ali AL-Zahrani OUTLINE

More information

Figure 1 Major Tectonic Plates. a) What evidence is there that tectonic plates are able to move across the Earth s surface?

Figure 1 Major Tectonic Plates. a) What evidence is there that tectonic plates are able to move across the Earth s surface? 1. Study the map below, Fig. 1, which shows the location of major tectonic plates, earthquake zones and volcanic areas. Figure 1 Major Tectonic Plates a) What evidence is there that tectonic plates are

More information

Answer ALL questions.

Answer ALL questions. 2013-2014 4 Answer ALL questions. Section A: Location and Places Fig. 1 Outline Map of the World 1. Label the following on the outline map of the world; (6 marks) i) Volcanoes: 1. Mt. Kilimajnaro 2. Cotopaxi

More information

GENERAL. CHAPTER 1 BACKGROUND AND PURPOSE OF THE GUIDELINES Background of the Guidelines Purpose of the Guidelines...

GENERAL. CHAPTER 1 BACKGROUND AND PURPOSE OF THE GUIDELINES Background of the Guidelines Purpose of the Guidelines... GENERAL CHAPTER 1 BACKGROUND AND PURPOSE OF THE GUIDELINES... 1 1.1 Background of the Guidelines... 1 1.2 Purpose of the Guidelines... 3 CHAPTER 2 APPLICATION OF THE GUIDELINES... 3 2.1 Potential Users

More information

Conceptual Understandings for K-2 Teachers

Conceptual Understandings for K-2 Teachers AFK12SE/NGSS Strand Disciplinary Core Ideas ESS1: Earth s Place in the Universe What is the universe, and what is Earth s place in it? ESS1. A: The Universe and Its Stars What is the universe, and what

More information

Meteorological QA/QC

Meteorological QA/QC Meteorological QA/QC Howard Schmidt, MS, MBA US EPA Region 3 Air Protection Division Air Monitoring Quality Assurance Workshop June 26, 2014 Overview Current state of R3 agency met monitoring Why? Where?

More information

log 4 0.7m log m Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi. Module 1 Seismology Exercise Problems :

log 4 0.7m log m Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi. Module 1 Seismology Exercise Problems : Seismic Analysis of Structures by TK Dutta, Civil Department, IIT Delhi, New Delhi. Module Seismology Exercise Problems :.4. Estimate the probabilities of surface rupture length, rupture area and maximum

More information

Impact of aerosol on air temperature in Baghdad

Impact of aerosol on air temperature in Baghdad Journal of Applied and Advanced Research 2017, 2(6): 317 323 http://dx.doi.org/10.21839/jaar.2017.v2i6.112 http://www.phoenixpub.org/journals/index.php/jaar ISSN 2519-9412 / 2017 Phoenix Research Publishers

More information

Earthquake Engineering GE / CE - 479/679

Earthquake Engineering GE / CE - 479/679 Earthquake Engineering GE / CE - 479/679 Topic 4. Seismometry John G. Anderson Director February 4-6, 2003 1 Wood-Anderson Seismograph Important because: Principles of operation are widely used. Basis

More information

Satellite remote sensing of trace gases - Nadir sounding geometry. Cathy Clerbaux, DR CNRS, LATMOS/IPSL

Satellite remote sensing of trace gases - Nadir sounding geometry. Cathy Clerbaux, DR CNRS, LATMOS/IPSL Satellite remote sensing of trace gases - Nadir sounding geometry Cathy Clerbaux, DR CNRS, LATMOS/IPSL Cathy.clerbaux@latmos.ipsl.fr Sounding the bottom of the atmosphere Endeavour STS-130 Atmospheric

More information

volcanic tremor and Low frequency earthquakes at mt. vesuvius M. La Rocca 1, D. Galluzzo 2 1

volcanic tremor and Low frequency earthquakes at mt. vesuvius M. La Rocca 1, D. Galluzzo 2 1 volcanic tremor and Low frequency earthquakes at mt. vesuvius M. La Rocca 1, D. Galluzzo 2 1 Università della Calabria, Cosenza, Italy 2 Istituto Nazionale di Geofisica e Vulcanologia Osservatorio Vesuviano,

More information

Living in the shadow of Italy's volcanoes

Living in the shadow of Italy's volcanoes Living in the shadow of Italy's volcanoes Throughout Etna s history, nearby towns and cities have been threatened by ash falls, lava flows and earthquakes. Figure 1 shows a house destroyed by a recent

More information

ST NICHOLAS COLLEGE RABAT SECONDARY. Name: Class: Register Number:

ST NICHOLAS COLLEGE RABAT SECONDARY. Name: Class: Register Number: ST NICHOLAS COLLEGE RABAT SECONDARY HALF YEARLY EXAMINATIONS Mark February 2016 Year 8 GEOGRAPHY TIME: 1 h 30 min Name: Class: Register Number: Answer all questions 1)In the space below draw the earth

More information

Monitoring Survey in the Vicinity of St. Marys Cement: Interim Report

Monitoring Survey in the Vicinity of St. Marys Cement: Interim Report Technical Memorandum 2017-2018 Monitoring Survey in the Vicinity of St. Marys Cement: Interim Report Ontario Ministry of the Environment & Climate Change Report Prepared by: Terrestrial Assessment and

More information

PREDICTING OVERHEATING RISK IN HOMES

PREDICTING OVERHEATING RISK IN HOMES PREDICTING OVERHEATING RISK IN HOMES Susie Diamond Inkling Anastasia Mylona CIBSE Simulation for Health and Wellbeing 27th June 2016 - CIBSE About Inkling Building Physics Consultancy Susie Diamond Claire

More information

ANALYSIS OF THE MICROCLIMATE OF SÃO CRISTÓVÃO AND ITS INFLUENCE IN HEATING SYSTEMS, VENTILATING AND AIR CONDITIONING (HVAC)

ANALYSIS OF THE MICROCLIMATE OF SÃO CRISTÓVÃO AND ITS INFLUENCE IN HEATING SYSTEMS, VENTILATING AND AIR CONDITIONING (HVAC) ANALYSIS OF THE MICROCLIMATE OF SÃO CRISTÓVÃO AND ITS INFLUENCE IN HEATING SYSTEMS, VENTILATING AND AIR CONDITIONING (HVAC) Monteiro, M.F.M., marcelofmm@gmail.com Bernardes, T.L.P, thamires-bernaredes@hotmail.com

More information

Correlation: California State Curriculum Standards of Science for Grade 6 Focus on Earth Science

Correlation: California State Curriculum Standards of Science for Grade 6 Focus on Earth Science Correlation: California State Curriculum Standards of Science for Grade 6 Focus on Earth Science To Science Workshop Series Earth Science: Geology The Universe Oceans and Atmosphere Plate Tectonics and

More information

Living in the shadow of Italy's volcanoes

Living in the shadow of Italy's volcanoes Living in the shadow of Italy's volcanoes Where is Mount Etna? Mount Etna is located on the east coast of Sicily roughly midway between Messina and Catania (Figure 1). It is the largest and tallest volcano

More information

Assessing the impact of seasonal population fluctuation on regional flood risk management

Assessing the impact of seasonal population fluctuation on regional flood risk management Assessing the impact of seasonal population fluctuation on regional flood risk management Alan Smith *1, Andy Newing 2, Niall Quinn 3, David Martin 1 and Samantha Cockings 1 1 Geography and Environment,

More information

Latitude: 43 25'03" N, Longitude: '52" E, Elevation: 1,692 m (Maruyama) (Triangulation Point)

Latitude: 43 25'03 N, Longitude: '52 E, Elevation: 1,692 m (Maruyama) (Triangulation Point) 8.Maruyama Latitude: 43 25'03" N, Longitude: 143 01'52" E, Elevation: 1,692 m (Maruyama) (Triangulation Point) Overview of Maruyama taken from northwest side on July 2, 2007 by the Japan Meteorological

More information

1 Introduction. 2 Materials and Methods

1 Introduction. 2 Materials and Methods Atmospheric turbulence: Radon as a tracer of thermal and gravitational motions of the atmosphere U. Facchini, L. Sesana Institute of Physics, Milan, Italy 1 Introduction The study of the atmospheric turbulence

More information

Investigation 3: Predicting Eruptions

Investigation 3: Predicting Eruptions Investigation 3: Predicting Eruptions Table of Contents Folder 1: Seismic Activity... 23 Folder 2: Ground Deformation (Mount St. Helens, Washington)... 25 Folder 3: Hot Spots... 26 Folder 4: Gas Emissions...

More information

Thursday, May 17, :30 a.m. EDT

Thursday, May 17, :30 a.m. EDT Thursday, May 17, 2018 8:30 a.m. EDT Significant Activity May 16-17 Significant Events: Kīlauea Volcano eruption Tropical Activity: Western Pacific no activity affecting U.S. interests Significant Weather:

More information

Science & Technologies MODELING ULTRAVIOLET RADIATION FOR BURGAS MUNICIPALITY

Science & Technologies MODELING ULTRAVIOLET RADIATION FOR BURGAS MUNICIPALITY MODELING ULTRAVIOLET RADIATION FOR BURGAS MUNICIPALITY Zdravka Nikolaeva, Todor Mihalev University Prof. Dr. Asen Zlatarov 8010 Burgas, Bulgaria z.v.burieva@gmail.com ABSTRACT For calculation of the biologically

More information

Earthquakes Chapter 19

Earthquakes Chapter 19 Earthquakes Chapter 19 Does not contain complete lecture notes. What is an earthquake An earthquake is the vibration of Earth produced by the rapid release of energy Energy released radiates in all directions

More information

NORTH VISTA SECONDARY SCHOOL HUMANITIES DEPARTMENT SECONDARY 3 EXPRESS HUMANITIES (GEOGRAPHY) 2272/02 CONTENT OUTLINE Term 1

NORTH VISTA SECONDARY SCHOOL HUMANITIES DEPARTMENT SECONDARY 3 EXPRESS HUMANITIES (GEOGRAPHY) 2272/02 CONTENT OUTLINE Term 1 NORTH VISTA SECONDARY SCHOOL HUMANITIES DEPARTMENT SECONDARY 3 EXPRESS HUMANITIES (GEOGRAPHY) 2272/02 CONTENT OUTLINE 2019 Term 1 Week Learning Outcomes Skills to be covered Assignment Test Project 1-2

More information

Interpretive Map Series 24

Interpretive Map Series 24 Oregon Department of Geology and Mineral Industries Interpretive Map Series 24 Geologic Hazards, and Hazard Maps, and Future Damage Estimates for Six Counties in the Mid/Southern Willamette Valley Including

More information

Introduction. The output temperature of Fumarole fluids is strongly related to the upward

Introduction. The output temperature of Fumarole fluids is strongly related to the upward Heat flux monitoring of steam heated grounds on two active volcanoes I.S. Diliberto, E. Gagliano Candela, M. Longo Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Palermo, Italy Introduction.

More information

Monthly Volcanic Activity Report (March 2013)

Monthly Volcanic Activity Report (March 2013) Monthly Volcanic Activity Report (March 2013) Hakoneyama (Alert Level: 1) Shallow earthquake activity from the area near Mt. Komagatake to Sengokuhara has largely remained at low levels since the middle

More information

AREP GAW. AQ Forecasting

AREP GAW. AQ Forecasting AQ Forecasting What Are We Forecasting Averaging Time (3 of 3) PM10 Daily Maximum Values, 2001 Santiago, Chile (MACAM stations) 300 Level 2 Pre-Emergency Level 1 Alert 200 Air Quality Standard 150 100

More information

Using systematic diffusive sampling campaigns and geostatistics to map air pollution in Portugal

Using systematic diffusive sampling campaigns and geostatistics to map air pollution in Portugal Using systematic diffusive sampling campaigns and geostatistics to map air pollution in Portugal Sandra Mesquita (1), Francisco Ferreira (1), Hugo Tente (1), Pedro Torres (1) (1) Departamento de Ciências

More information

Lab 9: Satellite Geodesy (35 points)

Lab 9: Satellite Geodesy (35 points) Lab 9: Satellite Geodesy (35 points) Here you will work with GPS Time Series data to explore plate motion and deformation in California. This lab modifies an exercise found here: http://www.unavco.org:8080/cws/pbonucleus/draftresources/sanandreas/

More information

GEOLOGY 285: INTRO. PETROLOGY

GEOLOGY 285: INTRO. PETROLOGY Dr. Helen Lang Dept. of Geology & Geography West Virginia University FALL 2005 GEOLOGY 285: INTRO. PETROLOGY Mount St. Helens 1980 Eruption Small earthquakes Small steam and ash eruptions in March and

More information

MAPS OF CLIMATIC AND SEISMIC ACTIONS FOR STRUCTURAL DESIGN IN MOLDOVA

MAPS OF CLIMATIC AND SEISMIC ACTIONS FOR STRUCTURAL DESIGN IN MOLDOVA ELABORATION OF MAPS FOR CLIMATIC AND SEISMIC ACTIONS FOR STRUCTURAL DESIGN IN THE BALKAN REGION MAPS OF CLIMATIC AND SEISMIC ACTIONS FOR STRUCTURAL DESIGN IN MOLDOVA Authors: G. Croitoru Phd; I. Socol

More information

Erupted and killed approximately 15,000 people 200 years ago

Erupted and killed approximately 15,000 people 200 years ago 1 2 3 4 5 6 7 8 Introduction to Environmental Geology, 5e Chapter 8 Volcanic Activity Volcanoes: summary in haiku form A volcano forms. Magma comes to the surface - explodes, if felsic. Case History: Mt.

More information

Heat Alert and Response Systems in Canada

Heat Alert and Response Systems in Canada Heat Alert and Response Systems in Canada Development of Climate Information Systems for Heat Health Early Warning Workshop Chicago, Illinois July 28-30 Sharon Jeffers Meteorological Service of Canada

More information

MER from ground observations: practices and progresses at Osservatorio Etneo for measuring ash clouds-forming eruptions of the Etna volcano

MER from ground observations: practices and progresses at Osservatorio Etneo for measuring ash clouds-forming eruptions of the Etna volcano MER from ground observations: practices and progresses at Osservatorio Etneo for measuring ash clouds-forming eruptions of the Etna volcano Mauro Coltelli INGV Osservatorio Etneo, Catania, Italy MeMoVolc

More information

Application and verification of ECMWF products 2015

Application and verification of ECMWF products 2015 Application and verification of ECMWF products 2015 Instituto Português do Mar e da Atmosfera, I.P. 1. Summary of major highlights At Instituto Português do Mar e da Atmosfera (IPMA) ECMWF products are

More information

Abstract. 1 Introduction

Abstract. 1 Introduction Urban air pollution forecast based on the Gaussian and regression models M. Zickus', K. Kvietkus^ ' Vilnius University, Sauletekio 9, 2600 Vilnius, Lithuania * Institute of Physics, A. Gostauto 12, 2600

More information

FINAL REPORT Phase One

FINAL REPORT Phase One FINAL REPORT Phase One FS Agreement Number: 03-JV-11222046-077 Cooperator Agreement Number: 2477 Evaluation of a New Dead Fuel Moisture Model in a Near-Real-Time Data Assimilation and Forecast Environment

More information

Chapter 4 Lesson 1: Describing Earth s Atmosphere

Chapter 4 Lesson 1: Describing Earth s Atmosphere Chapter 4 Lesson 1: Describing Earth s Atmosphere Vocabulary Importance of Earth s Atmosphere The atmosphere is a thin layer of gases surrounding Earth. o Contains the oxygen and water needed for life.

More information

One of the coldest places in the country - Peter Sinks yet again sets this year s coldest temperature record for the contiguous United States.

One of the coldest places in the country - Peter Sinks yet again sets this year s coldest temperature record for the contiguous United States. One of the coldest places in the country - Peter Sinks yet again sets this year s coldest temperature record for the contiguous United States. In the early morning of February 22, 2010 the temperature

More information

NGIAs' roles in successful disaster response

NGIAs' roles in successful disaster response The Second UN-GGIM-AP Plenary Meeting NGIAs' roles in successful disaster response Japan Teheran Iran 28 October 2013 Shin-ichi SAKABE, Director of International Affairs Division Geospatial Information

More information