Observing and Forecasting Vog Dispersion from Kīlauea Volcano, Hawaii

Bulletin of the American Meteorological Society - Tập 96 Số 10 - Trang 1667-1686 - 2015
Steven Businger1, Roy Huff1, A. Pattantyus1, Kyle G. Horton1, A. J. Sutton2, Tamar Elias2, Tiziana Cherubini1
1University of Hawai‘i at Mānoa, Honolulu, Hawaii
2Hawaiian Volcano Observatory, USGS, Hawaii National Park, Hawaii

Tóm tắt

Abstract Emissions from Kīlauea volcano, known locally as “vog” for volcanic smog, pose significant environmental and health risks to the Hawaiian community. The Vog Measurement and Prediction (VMAP) project was conceived to help mitigate the negative impacts of Kīlauea’s emissions. To date, the VMAP project has achieved the following milestones: i) created a custom application of the Hybrid Single-Particle Lagrangian Integrated Trajectory model (HYSPLIT, hereafter Vog model) to produce statewide forecasts of the concentration and dispersion of sulfur dioxide (SO2) and sulfate aerosol from Kīlauea volcano; ii) developed an ultraviolet (UV) spectrometer array to provide near-real-time volcanic gas emission rate measurements for use as input into the Vog model; iii) developed and deployed a stationary array of ambient SO2 and meteorological sensors to record the spatial characteristics of Kīlauea’s gas plume in high temporal and spatial resolution for model verification; and iv) developed web-based tools to facilitate the dissemination of observations and model forecasts to provide guidance for safety officials and the public, and to raise awareness of the potential hazards of volcanic emissions to respiratory health, agriculture, and general aviation. Wind fields and thermodynamic data from the Weather Research and Forecasting (WRF) Model provide input to the Vog model, with a statewide grid spacing of 3 km and a 1-km grid covering the island of Hawaii. Validation of the Vog model forecasts is accomplished with reference to data from Hawaii State Department of Health ground-based air quality monitors. VMAP results show that this approach can provide useful guidance for the people of Hawaii.

Từ khóa


Tài liệu tham khảo

Barsotti, 2008, The VOL-CALPUFF model for atmospheric ash dispersal: 2. Application to the weak Mt. Etna plume July 2001, J. Geophys. Res., 10.1029/2006JB004624

Beirle, 2013, Estimating the volcanic emission rate and atmospheric lifetime of SO2 from space: A case study for Kīlauea volcano, Hawai‘i, Atmos. Chem. Phys. Discuss., 13, 28, 10.5194/acpd-13-28695-2013

Bevis, 1992, GPS meteorology: Remote sensing of atmospheric water vapor using the global positioning system, J. Geophys. Res., 97, 15, 10.1029/92JD01517

Businger, 2011, Seeing Clearly: The Impact of Atmospheric Turbulence on the Propagation of Extraterrestrial Radiation

Businger, 1996, The promise of GPS in atmospheric monitoring, Bull. Amer. Meteor. Soc., 77, 10.1175/1520-0477(1996)077<0005:TPOGIA>2.0.CO;2

Businger, 2002, Starcasting. Bull. Amer. Meteor. Soc., 83, 10.1175/1520-0477(2002)083<0858:S>2.3.CO;2

Casadevall, 1987, SO2 and CO2 emission rates at Kīlauea volcano, 1979–1984. Volcanism in Hawaii: Papers to commemorate the 75th anniversary of the founding of the Hawaiian Volcano Observatory,, USGS Prof, 1350

Cherubini, 2006, The impact of satellite-derived atmospheric motion vectors on mesoscale forecasts over Hawaii, Mon. Wea. Rev., 134, 2009, 10.1175/MWR3163.1

Cherubini, 2008, Modeling optical turbulence and seeing over Mauna Kea, J. Appl. Meteor. Climatol., 47, 1140, 10.1175/2007JAMC1487.1

Cherubini, 2008, Modeling optical turbulence and seeing over Mauna Kea: Verification and algorithm refinement, J. Appl. Meteor. Climatol., 47, 3033, 10.1175/2008JAMC1839.1

Colette, 2011, Assessing in near real time the impact of the April 2010 Eyjafallajokull ash plume on air quality, Atmos. Environ., 24, 1217, 10.1016/j.atmosenv.2010.09.064

Draxler, 2003, Evaluation of an ensemble dispersion calculation, J. Appl. Meteor., 42, 10.1175/1520-0450(2003)042<0308:EOAEDC>2.0.CO;2

Draxler, 1997

Draxler, 1998, An overview of the HY-SPLIT_4 modelling system for trajectories, dispersion and deposition, Aust. Meteor. Mag., 47, 295

Elias, 1992, The effects of volcanic emissions on ambient air quality in Hawaii Volcanoes National Park, Proc. Earthquake, Tsunami, and Volcano Hazards Seminar

Elias, 2002, Sulfur dioxide emission rates of Kīlauea Volcano, Hawai‘i, an update: 1998–2001, USGS Open-File Rep, 02-460, 10.3133/ofr2002460

Elias, 2007

Elias, 2012, Sulfur dioxide emission rates from Kīlauea Volcano, Hawai‘i, 2007–2010, USGS Open-File Rep, 2012–1107, 10.3133/ofr20121107

Elias, 1998, Sulfur dioxide emission rates of Kīlauea Volcano, Hawai‘i, 1979–1997. USGS Open-File Rep. 98-462, Version 1

Elias, 2006, Comparison of COSPEC and two miniature ultraviolet spectrometer systems for SO2 measurements using scattered sunlight, Bull. Volcanol., 68, 313, 10.1007/s00445-005-0026-5

Elias, 2009, Ambient air quality effects of the 2008–2009 Halema‘uma‘u eruption on the Island of Hawai‘i, Eos, Trans. Amer. Geophys. Union

EPA, 2010, Revisions to the primary national ambient air quality standard, monitoring network, and data reporting requirements for sulfur dioxide. Fact Sheet, 6 pp

Fast, 2014, Modeling regional aerosol and aerosol precursor variability over California and its sensitivity to emissions and long-range transport during the 2010 CalNex and CARES campaigns, Atmos. Chem. Phys., 14, 10, 10.5194/acp-14-10013-2014

Favelli, 2004, Role of local wind circulation in plume monitoring at Mt. Etna volcano (Sicily): Insights from a mesoscale numerical model, Geophys. Res. Lett., 10.1029/2003GL019281

Fay, 1995, Evaluation of Eulerian and Lagrangian atmospheric transport models at the Deutscher Wetterdienst using ANATEX surface tracer data, Atmos. Environ., 29, 2485, 10.1016/1352-2310(95)00144-N

Foley, 2010, Incremental testing of the Community Multiscale Air Quality (CMAQ) modeling system version 4.7, Geosci. Model Dev., 3, 205, 10.5194/gmd-3-205-2010

Forkel, 2015, Analysis of the WRF-Chem contributions to AQMEII phase2 with respect to aerosol radiative feedbacks on meteorology and pollutant distributions, Atmos. Environ., 115, 630, 10.1016/j.atmosenv.2014.10.056

Foster, 2003, The Ka‘ū storm (, J. Geophys. Res., 108, 10.1029/2003JD003413

Giambelluca, 2013, Online rainfall atlas of Hawai‘i, Bull. Amer. Meteor. Soc., 94, 313, 10.1175/BAMS-D-11-00228.1

Grell, 2005, Fully coupled online chemistry within the WRF model, Atmos. Environ., 39, 6957, 10.1016/j.atmosenv.2005.04.027

Gutman, 2001, The role of ground-based GPS meteorological observations in numerical weather prediction, GPS Solutions, 4, 16, 10.1007/PL00012860

Heinhold, 2012, Simulations of the 2010 Eyjafjallajokull volcanic ash dispersal over Europe using COSMO-MUSCAT, Atmos. Environ., 48, 195, 10.1016/j.atmosenv.2011.05.021

Hong, 2004, A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation, Mon. Wea. Rev., 132, 10.1175/1520-0493(2004)132<0103:ARATIM>2.0.CO;2

Horton, 2003, Apparatus for measuring radiation and method of use. U.S. Patent 7,148,488, filed 13

Horton, 2006, Real-time measurement of volcanic SO2 emissions: Validation of a new UV correlation spectrometer (FLYSPEC), Bull. Volcanol., 68, 323, 10.1007/s00445-005-0014-9

Horton, 2012, Early monitoring results from the Halema‘uma‘u vog measurement and prediction FLYSPEC array

Hurley, 1994, PARTPUFF—A Lagrangian particle–puff approach for plume dispersion modeling applications, J. Appl. Meteor., 33, 10.1175/1520-0450(1994)033<0285:PLPPAF>2.0.CO;2

Im, 2015, Evaluation of operational on-line-coupled regional air quality models over Europe and North America in the context of AQMEII phase 2. Part I: Ozone, Atmos. Environ., 115, 404, 10.1016/j.atmosenv.2014.09.042

Janjić, 2001, Nonsingular implementation of the Mellor–Yamada level 2.5 scheme in the NCEP Meso model, NCEP Office Note, 437

Kain, 1990, A one-dimensional entraining/detraining plume model and its application in convective parameterization, J. Atmos. Sci., 47, 10.1175/1520-0469(1990)047<2784:AODEPM>2.0.CO;2

Kain, 1993, Convective parameterization for mesoscale models: The Kain–Fritsch scheme. The Representation of Cumulus Convection in Numerical Models, Meteor, Monogr.

Kern, 2012, Improving the accuracy of SO2 column densities and emission rates obtained from upward-looking UV-spectroscopic measurements of volcanic plumes by taking realistic radiative transfer into account, J. Geophys. Res., 117, D20302, 10.1029/2012JD017936

Klein, 1959, Objective prediction of five-day mean temperature during winter, J. Meteor., 16, 10.1175/1520-0469(1959)016<0672:OPOFDM>2.0.CO;2

Kleinman, 1995, Health effects of inhaled particles and acid sulfate aerosols, Proc. Vog and Laze Seminar

Klemp, 2007, Conservative split-explicit time integration methods for the compressible nonhydrostatic equations, Mon. Wea. Rev., 135, 2897, 10.1175/MWR3440.1

Kodama, 1998, A brief overview of weather and forecasting in the Pacific region of the National Weather Service. Wea, Forecasting, 13, 10.1175/1520-0434(1998)013<0523:WAFCIT>2.0.CO;2

Leopold, 1949, The interaction of trade wind and sea breeze, Hawaii, J. Meteor., 6, 10.1175/1520-0469(1949)006<0312:TIOTWA>2.0.CO;2

Longo, 2013, Adverse health effects associated with increased activity at Kilauea volcano: A repeated population-based survey, ISRN Public Health, 2013, 10.1155/2013/475962

Longo, 2010, Acute health effects associated with exposure to volcanic air pollution (vog) from increased activity at Kīlauea Volcano in 2008, J. Toxicol. Environ. Health, 73, 1370, 10.1080/15287394.2010.497440

Mannino, 1995, Weekly variability of emergency room visits for asthma in Hilo, Hawai‘i, 1981–1991., Proc. Vog and Laze Seminar

Mather, 2012, Halogens and trace metal emissions from the ongoing 2008 summit eruption of Kīlauea volcano, Hawai’i, Geochim. Cosmochim. Acta, 83, 292, 10.1016/j.gca.2011.11.029

Matthias, 2012, The ash dispersion over Europe during the Eyjafjallajökull eruption—Comparison of CMAQ simulations to remote sensing and air-borne in-situ observations, Atmos. Environ., 48, 184, 10.1016/j.atmosenv.2011.06.077

McGinley, 1989, 15

McGinley, 1991, Validation of a convective index as defined by a real-time local analysis system, Wea. Forecasting, 6, 10.1175/1520-0434(1991)006<0337:VOACCI>2.0.CO;2

McGonigle, 2004, SO2 depletion in tropospheric volcanic plumes, Geophys. Res. Lett., 31, L13201, 10.1029/2004GL019990

Mlawer, 1997, Radiative transfer for inhomogeneous atmosphere: RRTM, a validated correlated-k model for the longwave, J. Geophys. Res., 102, 16, 10.1029/97JD00237

Morrow, 1991, The atmospheric fate of sulfur gases from Kīlauea volcano, Proc. Vog and Laze Seminar

Nadeau, 2011, High temporal resolution SO2 emission rate data as part of a multiparameter approach to studying summit vent activity at Kīlauea volcano, 2011 Fall Meeting

Palma, 2008, Correlations between SO2 flux, seismicity, and outgassing activity at the open vent of Villarrica volcano, Chile, J. Geophys. Res., 113, B10201, 10.1029/2008JB005577

Palmer, 1975, Optical constants of sulfuric acid: Application to the clouds of Venus?, Appl. Opt., 14, 208, 10.1364/AO.14.000208

Pattantyus, 2014, Ensemble forecasting of volcanic emissions in Hawai’i, Ann. Geophys., 57, 10.4401/ag-6607

Pattantyus, 2014, On the interaction of Tropical Cyclone Flossie and emissions from Hawaii’s Kilauea volcano, Geophys. Res. Lett., 41, 4082, 10.1002/2014GL060033

Perner, 1980, Detection of nitrous acid in the atmosphere by differential optical absorption, Geophys. Res. Lett., 7, 1053, 10.1029/GL007i012p01053

Perrone, 2012, Characterization of Eyjafjallajökull volcanic aerosols over Southeastern Italy, Atmos. Chem. Phys. Discuss., 12, 15, 10.5194/acpd-12-15301-2012

Platt, 1994, Differential optical absorption spectroscopy (DOAS), Air Monitoring by Spectroscopic Techniques, 127, 27

Porter, 1997, Aerosol size distribution models based on in situ measurements, J. Geophys. Res., 102, 6035, 10.1029/96JD03403

Porter, 2009, Using ground-based stereo cameras to derive cloud-level wind fields, Opt. Lett., 34, 2384, 10.1364/OL.34.002384

Porter, 2002, Sun photometer and lidar measurements of the plume form the Hawaii Kīlauea Volcano Pu‘u O‘o vent: Aerosol flux and SO2 lifetime, Geophys. Res. Lett., 29, 10.1029/2002GL014744

Roebber, 2009, Visualizing multiple measures of forecast quality, Wea. Forecasting, 24, 601, 10.1175/2008WAF2222159.1

Rolph, 1992, Modeling sulfur concentrations and depositions in the United States during ANATEX, Atmos. Environ., 26, 73, 10.1016/0960-1686(92)90262-J

Rolph, 1993, The use of model-derived and observed precipitation in long-term sulfur concentration and deposition modeling, Atmos. Environ., 27A, 2017, 10.1016/0960-1686(93)90275-4

Ruben, 1995, Emergency room visits for asthma and chronic obstructive pulmonary disease on the Island of Hawai‘i, 1981–1991, Proc. Earthquake, Tsunami, and Volcano Hazards Seminar

Ryaboshapko, 2007, Intercomparison study of atmospheric mercury models: 2. Modelling results vs. long-term observations and comparison of country deposition budgets, Sci. Total Environ., 377, 319, 10.1016/j.scitotenv.2007.01.071

Schiferl, 2014, An investigation of ammonia and inorganic particulate matter in California during the CalNex campaign, J. Geophys. Res. Atmos., 119, 1883, 10.1002/2013JD020765

Schroeder, 1981, Characteristics of local winds in northwest Hawaii, J. Appl. Meteor., 20, 10.1175/1520-0450(1981)020<0874:COLWIN>2.0.CO;2

Skamarock, 2005, A description of the advanced research WRF version 2. NCAR Tech. Note NCAR/TN-468+STR, 88 pp

Sutton, 1993, Volcanic gases create air pollution on the island of Hawai‘i, Earthquakes and Volcanoes, 24, 178

Sutton, 1997, What they are, where they come from, and what they do, Proc. Vog and Laze Seminar

Sutton, 1997, Volcanic air pollution—A hazard in Hawaii: USGS Fact Sheet, 169-97

Sutton, 2001, Implications for eruptive processes as indicated by sulfur dioxide emissions from Kīlauea Volcano, Hawai‘i, 1979–1997, J. Volcanol. Geotherm. Res., 108, 283, 10.1016/S0377-0273(00)00291-2

Tam, 2007, Volcanic air pollution and respiratory symptoms in schoolchildren on the Big Island of Hawai‘i, Proc. ATS 2007

Williams-Jones, 2006, Accurately measuring volcanic plume speeds with multiple UV spectrometers, Bull. Volcanol., 68, 328, 10.1007/s00445-005-0013-x

Wilson, 2008, Small explosion from new vent at Kīlauea’s summit, Eos, Trans. Amer. Geophys. Union, 89, 203,, 10.1029/2008EO220003

Worth, 1995, Respiratory impacts associated with chronic VOG exposure on the Island of Hawai‘i. Proc, Vog and Laze Seminar