Current and Future Impacts of Wildfires on PM 2.5, Health, and Policy in the Rocky Mountains
|
|
- Aron Atkins
- 5 years ago
- Views:
Transcription
1 Current and Future Impacts of Wildfires on PM 2.5, Health, and Policy in the Rocky Mountains Yang Liu, Ph.D. STAR Grants Kick-off Meeting Research Triangle Park, NC April 5, 2017
2 Motivation The Rocky Mountains Region has seen increased frequency of large wildfires, a longer fire season and dramatic increases in average fire size in recent years. Climate models predict the most increased fire activity to occur in this region Changes in wildfire emissions and their interaction with meteorological drivers of PM pollution is an understudied area Epidemiologic information on the health effects of wildfire smoke is still limited in the literature
3 Study Objectives Goal: investigate the climate effects on PM 2.5 and O 3, with an emphasis on wildfires in the Rocky Mountains Region Aims 1. Estimate daily PM 2.5 and O 3 levels in Colorado in by fusing ground observations, satellite data and CMAQ simulations 2. Derive fire-season AQ C-R functions for ED visits and acute hospitalizations
4 Study Objectives 3. Conduct CESM/WRF/CMAQ simulations for ; (funding permits) and to evaluate how climate affects the spatiotemporal patterns of PM 2.5 and O 3 4. Using results from Aim 2 and 3, estimate the impacts of future wildfires on air quality, population health, and public health decision making in the Rocky Mountains Region.
5 Project Team Emory Yang Liu (PI): satellite data applications, exposure assessment Howard Chang: biostatistician, RCM bias correction U. Nevada at Reno Matt Strickland: epidemiologist U. Tennessee at Knoxville Joshua Fu: CESM/WRF/CMAQ modeling, dynamical downscaling US Forest Service Yongqiang Liu: fire potential calculation, climate impact on wildfires
6 Yr 1 Tasks Aims 1 & 2 Evaluation of the impact of different emissions inventories on CTM predictions in Colorado Preliminary CMAQ runs for Preliminary exposure model development Preliminary epidemiologic study
7 Evaluation of Emissions Inventories Three sets of WRF-Chem runs in June 2012 from NCAR FINN v km vs. QFED v km FINN v km vs. FINN v1.5 4 km FINN uses MODIS 1 km active fire spots under relatively cloud-free conditions while QFED uses MODIS fire radiative power (FRP) FINN and QFED also use different land cover type data
8 Preliminary Results Simulated PM 2.5 levels vs. EPA observations r between QFED results and obs = 0.55 r between FINN 12 km results and obs = 0.27 Odds ratios from conditional logistic regression on respiratory endpoints (i.e., asthma and wheeze) FINN 12 km and QFED 12 km results generated statistically significant and similar results in different age groups FINN 4 km results generated noisier effect estimates and null results for ages 65+ group
9 Preliminary Findings QFED appears to be the more appropriate fire emissions inventory in our study domain Higher spatial resolution does not necessarily yield more accurate results.
10 Yr 1 Tasks CMAQ Modeling Colorado State (CO) Colorado (CO) simulations from UTK Horizontal resolution: 12 km Vertical resolution: 25 layers 70 (x) 55 (y) 25 (z) grid cells 2011 NEI Initial/boundary conditions (IC/BC) from GEOS-Chem outputs using the same 2011 NEI and GEOS-Chem IC/BC Meteorological inputs (MCIP) 2011: from US EPA directly : WRF 3.8.1
11 Simulation Period Determination CONUS monthly distribution of major fires (>50K acres) Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Suggested simulation period excluding CA, OR, and WA monthly distribution of major fires Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Suggested simulation period Fire months: April October Data from Dr. Yongqiang Liu, USFS
12 WRF Evaluations WRF v3.8.1 Criteria: mean bias (MB) between ±0.5 (Zhang et al., 2014) Procedures: daily MB for each station station-averaged daily MB stationaveraged monthly MB 2011 Monthly MB Month TEMPERATURE ±0.5 K WIND SPEED ±0.5 m/s Monthly MB Month TEMPERATURE ±0.5 K WIND SPEED ±0.5 m/s Monthly MB Month TEMPERATURE ±0.5 K WIND SPEED ±0.5 m/s Monthly MB Month TEMPERATURE ±0.5 K WIND SPEED ±0.5 m/s
13 2011 CMAQ Preliminary Runs PM 2.5 Appel et al. (2016) 2011 Summer 2011 Spring 2011 Fall Seasonal MB (μg/m 3 ) CMAQ AQS Spring: April, May Summer: June August Fall: September, October We evaluated AQS daily data for model performance check Results are comparable to Appel et al. (2016)
14 2012 CMAQ Preliminary Runs PM Spring 2012 Summer 2012 Fall Seasonal mean bias (μg/m 3 ): CMAQ AQS We evaluated AQS daily data for model performance check Summer results are significantly low Spring: April, May Summer: June August Fall: September, October
15 2011 CMAQ Preliminary Runs O 3 Appel et al. (2016) 2011 Summer 2011 Spring 2011 Fall Seasonal MB (ppbv) CMAQ AQS Spring: April, May Summer: June August Fall: September, October We evaluated AQS daily data for model performance check Results are comparable to Appel et al. (2016)
16 2012 CMAQ Preliminary Runs O Spring 2012 Summer 2012 Fall Seasonal mean bias (ppbv): CMAQ AQS We evaluated AQS daily data for model performance check Model performance needs improvement Spring: April, May Summer: June August Fall: September, October
17 Next Steps Preliminary Bayesian fusion modeling of fire season PM 2.5 and O 3 SSSSSSSSSS 1: YY ss, tt = αα 0 ss, tt + αα 1 ss, tt XX ss, tt + ββzz ss, tt + εε(ss, tt) SSSSSSSSSS 2: YY ss, tt = kk ww(ss, tt) ff kk [YY ss, tt ] Satellite data input: MAIAC 1 km AOD Expected outcome: 4 km resolution daily PM 2.5 and O 3 exposure estimates with complete coverage in space and time
18 Next Steps Refine exposure model and finalize epidemiologic study to generate C-R functions Start CESM/WRF/CMAQ climate model runs Develop preliminary bias correction schemes for the downscaled climate model output
GAMINGRE 8/1/ of 7
FYE 09/30/92 JULY 92 0.00 254,550.00 0.00 0 0 0 0 0 0 0 0 0 254,550.00 0.00 0.00 0.00 0.00 254,550.00 AUG 10,616,710.31 5,299.95 845,656.83 84,565.68 61,084.86 23,480.82 339,734.73 135,893.89 67,946.95
More information2003 Water Year Wrap-Up and Look Ahead
2003 Water Year Wrap-Up and Look Ahead Nolan Doesken Colorado Climate Center Prepared by Odie Bliss http://ccc.atmos.colostate.edu Colorado Average Annual Precipitation Map South Platte Average Precipitation
More informationInterannual variation of MODIS NDVI in Lake Taihu and its relation to climate in submerged macrophyte region
Yale-NUIST Center on Atmospheric Environment Interannual variation of MODIS NDVI in Lake Taihu and its relation to climate in submerged macrophyte region ZhangZhen 2015.07.10 1 Outline Introduction Data
More informationAIRQUEST Annual Report and State of the Model
AIRQUEST Annual Report and State of the Model Brian Lamb 1, Serena Chung 1, Farren Herron-Thorpe 2 and Joseph Vaughan 1 1 Laboratory for Atmospheric Research, Washington State University, Pullman, W, USA
More informationThree main areas of work:
Task 2: Climate Information 1 Task 2: Climate Information Three main areas of work: Collect historical and projected weather and climate data Conduct storm surge and wave modeling, sea-level rise (SLR)
More informationPredicting Long-term Exposures for Health Effect Studies
Predicting Long-term Exposures for Health Effect Studies Lianne Sheppard Adam A. Szpiro, Johan Lindström, Paul D. Sampson and the MESA Air team University of Washington CMAS Special Session, October 13,
More informationChanging Hydrology under a Changing Climate for a Coastal Plain Watershed
Changing Hydrology under a Changing Climate for a Coastal Plain Watershed David Bosch USDA-ARS, Tifton, GA Jeff Arnold ARS Temple, TX and Peter Allen Baylor University, TX SEWRU Objectives 1. Project changes
More informationWHEN IS IT EVER GOING TO RAIN? Table of Average Annual Rainfall and Rainfall For Selected Arizona Cities
WHEN IS IT EVER GOING TO RAIN? Table of Average Annual Rainfall and 2001-2002 Rainfall For Selected Arizona Cities Phoenix Tucson Flagstaff Avg. 2001-2002 Avg. 2001-2002 Avg. 2001-2002 October 0.7 0.0
More informationSierra Weather and Climate Update
Sierra Weather and Climate Update 2014-15 Kelly Redmond Western Regional Climate Center Desert Research Institute Reno Nevada Yosemite Hydroclimate Workshop Yosemite Valley, 2015 October 8-9 Percent of
More informationA Recap of Colorado s Water Year 2018
A Recap of Colorado s Water Year 2018 For further inquiries, please contact: Russ Schumacher, State Climatologist (970) 491-8084 Becky Bolinger, Assistant State Climatologist (970) 491-8506 Peter Goble,
More informationStatistical integration of disparate information for spatially-resolved PM exposure estimation
Statistical integration of disparate information for spatially-resolved PM exposure estimation Chris Paciorek Department of Biostatistics May 4, 2006 www.biostat.harvard.edu/~paciorek L Y X - FoilT E X
More informationDAILY QUESTIONS 28 TH JUNE 18 REASONING - CALENDAR
DAILY QUESTIONS 28 TH JUNE 18 REASONING - CALENDAR LEAP AND NON-LEAP YEAR *A non-leap year has 365 days whereas a leap year has 366 days. (as February has 29 days). *Every year which is divisible by 4
More informationWhat Does It Take to Get Out of Drought?
What Does It Take to Get Out of Drought? Nolan J. Doesken Colorado Climate Center Colorado State University http://ccc.atmos.colostate.edu Presented at the Insects, Diseases and Drought Workshop, May 19,
More informationMountain View Community Shuttle Monthly Operations Report
Mountain View Community Shuttle Monthly Operations Report December 6, 2018 Contents Passengers per Day, Table...- 3 - Passengers per Day, Chart...- 3 - Ridership Year-To-Date...- 4 - Average Daily Ridership
More informationDrought in Southeast Colorado
Drought in Southeast Colorado Nolan Doesken and Roger Pielke, Sr. Colorado Climate Center Prepared by Tara Green and Odie Bliss http://climate.atmos.colostate.edu 1 Historical Perspective on Drought Tourism
More informationClimatography of the United States No
Climate Division: AK 5 NWS Call Sign: ANC Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 90 Number of s (3) Jan 22.2 9.3 15.8
More informationPreliminary Experiences with the Multi Model Air Quality Forecasting System for New York State
Preliminary Experiences with the Multi Model Air Quality Forecasting System for New York State Prakash Doraiswamy 1, Christian Hogrefe 1,2, Winston Hao 2, Brian Colle 3, Mark Beauharnois 1, Ken Demerjian
More informationNASA Products to Enhance Energy Utility Load Forecasting
NASA Products to Enhance Energy Utility Load Forecasting Erica Zell, Battelle zelle@battelle.org, Arlington, VA ESIP 2010 Summer Meeting, Knoxville, TN, July 20-23 Project Overview Funded by the NASA Applied
More information2016 Meteorology Summary
2016 Meteorology Summary New Jersey Department of Environmental Protection AIR POLLUTION AND METEOROLOGY Meteorology plays an important role in the distribution of pollution throughout the troposphere,
More informationJackson County 2013 Weather Data
Jackson County 2013 Weather Data 61 Years of Weather Data Recorded at the UF/IFAS Marianna North Florida Research and Education Center Doug Mayo Jackson County Extension Director 1952-2008 Rainfall Data
More informationCURRICULUM VITAE (As of June 03, 2014) Xuefei Hu, Ph.D.
CURRICULUM VITAE (As of June 03, 2014) Xuefei Hu, Ph.D. Postdoctoral Fellow Department of Environmental Health Rollins School of Public Health Emory University 1518 Clifton Rd., NE, Claudia N. Rollins
More informationThe Colorado Drought : 2003: A Growing Concern. Roger Pielke, Sr. Colorado Climate Center.
The Colorado Drought 2001-2003: 2003: A Growing Concern Roger Pielke, Sr. Colorado Climate Center Prepared by Tara Green and Odie Bliss http://climate.atmos.colostate.edu 2 2002 Drought History in Colorado
More informationSupplementary appendix
Supplementary appendix This appendix formed part of the original submission and has been peer reviewed. We post it as supplied by the authors. Supplement to: Lowe R, Stewart-Ibarra AM, Petrova D, et al.
More informationPhysicochemical and Optical Properties of Aerosols in South Korea
Physicochemical and Optical Properties of Aerosols in South Korea Seungbum Kim, Sang-Sam Lee, Jeong-Eun Kim, Ju-Wan Cha, Beom-Cheol Shin, Eun-Ha Lim, Jae-Cheol Nam Asian Dust Research Division NIMR/KMA
More informationJohn G. Watson Judith C. Chow Mark C. Green Xiaoliang Wang Desert Research Institute, Reno, NV
One Year Survey of Brown and Black Carbon Contributions in the U.S. John G. Watson (john.watson@dri.edu) Judith C. Chow Mark C. Green Xiaoliang Wang Desert Research Institute, Reno, NV Presented at: 17
More informationComparison of Particulate Monitoring Methods at Fort Air Partnership Monitoring Stations
Comparison of Particulate Monitoring Methods at Fort Air Partnership Monitoring Stations Melanie Larsen Harry Benders RS Environmental (Tom Dann) March 13, 2014 Executive Summary Historically FAP has acquired
More informationList of Exposure and Dose Metrics
List of Exposure and Dose Metrics First approved by the TOAR Steering Committee on July 31, 2015, and revised on June 27, 2016 to add two additional metrics. Following is the list of exposure and dose
More informationComparison of NASA AIRS and MODIS Land Surface Temperature and Infrared Emissivity Measurements from the EOS AQUA platform
Comparison of NASA AIRS and MODIS Land Surface Temperature and Infrared Emissivity Measurements from the EOS AQUA platform Robert Knuteson, Steve Ackerman, Hank Revercomb, Dave Tobin University of Wisconsin-Madison
More informationCWV Review London Weather Station Move
CWV Review London Weather Station Move 6th November 26 Demand Estimation Sub-Committee Background The current composite weather variables (CWVs) for North Thames (NT), Eastern (EA) and South Eastern (SE)
More informationPROJECT REPORT (ASL 720) CLOUD CLASSIFICATION
PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION SUBMITTED BY- PRIYANKA GUPTA 2011CH70177 RINI KAPOOR 2011CH70179 INDIVIDUAL CONTRIBUTION- Priyanka Gupta- analysed data of region considered in India (West:80,
More informationAREP 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 informationSeasonal Hydrometeorological Ensemble Prediction System: Forecast of Irrigation Potentials in Denmark
Seasonal Hydrometeorological Ensemble Prediction System: Forecast of Irrigation Potentials in Denmark Diana Lucatero 1*, Henrik Madsen 2, Karsten H. Jensen 1, Jens C. Refsgaard 3, Jacob Kidmose 3 1 University
More informationUsing satellite-derived PM 2.5 dataset to assist air pollution management in California
Using satellite-derived PM 2.5 dataset to assist air pollution management in California H-AQAST Member: Minghui Diao (PI), Frank Freedman, Sen Chiao, Ana Rivera* Department of Meteorology and Climate Sciences;
More informationColorado s 2003 Moisture Outlook
Colorado s 2003 Moisture Outlook Nolan Doesken and Roger Pielke, Sr. Colorado Climate Center Prepared by Tara Green and Odie Bliss http://climate.atmos.colostate.edu How we got into this drought! Fort
More informationHighlights of the 2006 Water Year in Colorado
Highlights of the 2006 Water Year in Colorado Nolan Doesken, State Climatologist Atmospheric Science Department Colorado State University http://ccc.atmos.colostate.edu Presented to 61 st Annual Meeting
More informationThe Colorado Drought of 2002 in Perspective
The Colorado Drought of 2002 in Perspective Colorado Climate Center Nolan Doesken and Roger Pielke, Sr. Prepared by Tara Green and Odie Bliss http://climate.atmos.colostate.edu Known Characteristics of
More informationFuture Weather in Toronto and the GTA
Future Weather in Toronto and the GTA Due to Climate Change Electrical Sector Meeting, Nov. 23 rd, 2011 Christopher Ll. Morgan, PhD Toronto Environment Office Contents 2 Introduction (Why We Did What We
More informationA spatial causal analysis of wildfire-contributed PM 2.5 using numerical model output. Brian Reich, NC State
A spatial causal analysis of wildfire-contributed PM 2.5 using numerical model output Brian Reich, NC State Workshop on Causal Adjustment in the Presence of Spatial Dependence June 11-13, 2018 Brian Reich,
More informationTime Series Analysis
Time Series Analysis A time series is a sequence of observations made: 1) over a continuous time interval, 2) of successive measurements across that interval, 3) using equal spacing between consecutive
More informationTowards a Bankable Solar Resource
Towards a Bankable Solar Resource Adam Kankiewicz WindLogics Inc. SOLAR 2010 Phoenix, Arizona May 20, 2010 Outline NextEra/WindLogics Solar Development Lessons learned TMY - Caveat Emptor Discussion 2
More informationGTR # VLTs GTR/VLT/Day %Δ:
MARYLAND CASINOS: MONTHLY REVENUES TOTAL REVENUE, GROSS TERMINAL REVENUE, WIN/UNIT/DAY, TABLE DATA, AND MARKET SHARE CENTER FOR GAMING RESEARCH, DECEMBER 2017 Executive Summary Since its 2010 casino debut,
More informationASSESSMENT OF PM2.5 RETRIEVALS USING A COMBINATION OF SATELLITE AOD AND WRF PBL HEIGHTS IN COMPARISON TO WRF/CMAQ BIAS CORRECTED OUTPUTS
Presented at the 2 th Annual CMAS Conference, Chapel Hill, NC, October 28-3, 23 ASSESSMENT OF PM2.5 RETRIEVALS USING A COMBINATION OF SATELLITE AOD AND WRF PBL HEIGHTS IN COMPARISON TO WRF/CMAQ BIAS CORRECTED
More informationSO2 observation at the summit of Mt. Fuji
SO observation at the summit of Mt. Fuji Yasuhito Igarashi 1, Yosuke Sawa 1, Katsuhiro Yoshioka, Hiroshi Takahashi 3, Hidekazu Matsueda 1, Yukiko Dokiya 1 Geochemical Research Department, Meteorological
More informationClimate Change Impact Assessment on Long Term Water Budget for Maitland Catchment in Southern Ontario
215 SWAT CONFERENCE, PURDUE Climate Change Impact Assessment on Long Term Water Budget for Maitland Catchment in Southern Ontario By Vinod Chilkoti Aakash Bagchi Tirupati Bolisetti Ram Balachandar Contents
More informationImpacts of climate change on flooding in the river Meuse
Impacts of climate change on flooding in the river Meuse Martijn Booij University of Twente,, The Netherlands m.j.booij booij@utwente.nlnl 2003 in the Meuse basin Model appropriateness Appropriate model
More informationBMKG Research on Air sea interaction modeling for YMC
BMKG Research on Air sea interaction modeling for YMC Prof. Edvin Aldrian Director for Research and Development - BMKG First Scientific and Planning Workshop on Year of Maritime Continent, Singapore 27-3
More informationGlobal Change and Air Pollution (EPA-STAR GCAP) Daniel J. Jacob
Global Change and Air Pollution (EPA-STAR GCAP) and some more recent work on climate-aq interactions Daniel J. Jacob (djacob@fas.harvard.edu) with Eric M. Leibensperger, Shiliang Wu, Amos Tai, and Loretta
More informationENGINE SERIAL NUMBERS
ENGINE SERIAL NUMBERS The engine number was also the serial number of the car. Engines were numbered when they were completed, and for the most part went into a chassis within a day or so. However, some
More informationSYSTEM BRIEF DAILY SUMMARY
SYSTEM BRIEF DAILY SUMMARY * ANNUAL MaxTemp NEL (MWH) Hr Ending Hr Ending LOAD (PEAK HOURS 7:00 AM TO 10:00 PM MON-SAT) ENERGY (MWH) INCREMENTAL COST DAY DATE Civic TOTAL MAXIMUM @Max MINIMUM @Min FACTOR
More informationLong-term Water Quality Monitoring in Estero Bay
Long-term Water Quality Monitoring in Estero Bay Keith Kibbey Laboratory Director Lee County Environmental Laboratory Division of Natural Resource Management Estero Bay Monitoring Programs Three significant
More informationCentral Ohio Air Quality End of Season Report. 111 Liberty Street, Suite 100 Columbus, OH Mid-Ohio Regional Planning Commission
217 218 Central Ohio Air Quality End of Season Report 111 Liberty Street, Suite 1 9189-2834 1 Highest AQI Days 122 Nov. 217 Oct. 218 July 13 Columbus- Maple Canyon Dr. 11 July 14 London 11 May 25 New Albany
More informationDisentangling Impacts of Climate & Land Use Changes on the Quantity & Quality of River Flows in Southern Ontario
Disentangling Impacts of Climate & Land Use Changes on the Quantity & Quality of River Flows in Southern Ontario by Trevor Dickinson & Ramesh Rudra, Water Resources Engineering University of Guelph Acknowledgements
More informationPYROGEOGRAPHY OF THE IBERIAN PENINSULA
PYROGEOGRAPHY OF THE IBERIAN PENINSULA Teresa J. Calado (1), Carlos C. DaCamara (1), Sílvia A. Nunes (1), Sofia L. Ermida (1) and Isabel F. Trigo (1,2) (1) Instituto Dom Luiz, Universidade de Lisboa, Lisboa,
More informationGlobal Climates. Name Date
Global Climates Name Date No investigation of the atmosphere is complete without examining the global distribution of the major atmospheric elements and the impact that humans have on weather and climate.
More informationYACT (Yet Another Climate Tool)? The SPI Explorer
YACT (Yet Another Climate Tool)? The SPI Explorer Mike Crimmins Assoc. Professor/Extension Specialist Dept. of Soil, Water, & Environmental Science The University of Arizona Yes, another climate tool for
More informationChiang Rai Province CC Threat overview AAS1109 Mekong ARCC
Chiang Rai Province CC Threat overview AAS1109 Mekong ARCC This threat overview relies on projections of future climate change in the Mekong Basin for the period 2045-2069 compared to a baseline of 1980-2005.
More informationCommunicating Climate Change Consequences for Land Use
Communicating Climate Change Consequences for Land Use Site: Prabost, Skye. Event: Kyle of Lochalsh, 28 th February 28 Further information: http://www.macaulay.ac.uk/ladss/comm_cc_consequences.html Who
More informationTechnical note on seasonal adjustment for M0
Technical note on seasonal adjustment for M0 July 1, 2013 Contents 1 M0 2 2 Steps in the seasonal adjustment procedure 3 2.1 Pre-adjustment analysis............................... 3 2.2 Seasonal adjustment.................................
More informationVariability of Reference Evapotranspiration Across Nebraska
Know how. Know now. EC733 Variability of Reference Evapotranspiration Across Nebraska Suat Irmak, Extension Soil and Water Resources and Irrigation Specialist Kari E. Skaggs, Research Associate, Biological
More information12. ATTRIBUTION RECONCILIATION, CONCEPTUAL MODEL, AND LESSONS LEARNED
12. ATTRIBUTION RECONCILIATION, CONCEPTUAL MODEL, AND LESSONS LEARNED 12.1 Introduction The BRAVO Study attribution analyses estimate the contributions of source areas to particulate sulfate compounds
More informationThe climate change penalty on US air quality: New perspectives from statistical models
The climate change penalty on US air quality: New perspectives from statistical models Charles River Path, Boston, July 2010 Salt Lake City, January 2013 Loretta J. Mickley, Lu Shen, Xu Yue Harvard University
More informationSimulation of Air Quality Using RegCM Model
Simulation of Air Quality Using RegCM Model The Regional Climate Model (RegCM) The Regional Climate Model (RegCM) is one of the RCMs that was originally developed at the National Center for Atmospheric
More informationComputing & Telecommunications Services
Computing & Telecommunications Services Monthly Report September 214 CaTS Help Desk (937) 775-4827 1-888-775-4827 25 Library Annex helpdesk@wright.edu www.wright.edu/cats/ Table of Contents HEAT Ticket
More informationClimatography of the United States No
Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 63.9 39.3 51.6 86 1976 16 56.6 1986 20 1976 2 47.5 1973
More informationClimatography of the United States No
Temperature ( F) Month (1) Min (2) Month(1) Extremes Lowest (2) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 32.8 21.7 27.3 62 1918 1 35.8 1983-24 1950 29 10.5 1979
More informationSURFACE ORIENTATIONS AND ENERGY POLICY FOR SOLAR MODULE APPLICATIONS IN DHAKA, BANGLADESH
International Journal of Scientific & Engineering Research, Volume 5, Issue, February-014 83 ISSN 9-5518 SURFACE ORIENTATIONS AND ENERGY POLICY FOR SOLAR MODULE APPLICATIONS IN DHAKA, BANGLADESH 1 Debazit
More informationNOAA-EPA s s U.S. National Air Quality Forecast Capability
NOAA-EPA s s U.S. National Air Quality Forecast Capability May 10, 2006 Paula M. Davidson 1, Nelson Seaman 1, Jeff McQueen 1, Rohit Mathur 1,2, Chet Wayland 2 1 National Oceanic and Atmospheric Administration
More informationSpatiotemporal variations of alpine climate, snow cover and phenology
Spatiotemporal variations of alpine climate, snow cover and phenology S. Asam, M. Callegari, M. Matiu, G. Fiore, L. De Gregorio, A. Jacob, A. Menzel, C. Notarnicola, M. Zebisch Asam et al., Spatiotemporal
More informationSupplementary Figure 1 Annual number of F0-F5 (grey) and F2-F5 (black) tornado observations over 30 years ( ) for Canada and United States.
SUPPLEMENTARY FIGURES Supplementary Figure 1 Annual number of F0-F5 (grey) and F2-F5 (black) tornado observations over 30 years (1980-2009) for Canada and United States. Supplementary Figure 2 Differences
More informationAPPLICATIONS OF DOWNSCALING: HYDROLOGY AND WATER RESOURCES EXAMPLES
APPLICATIONS OF DOWNSCALING: HYDROLOGY AND WATER RESOURCES EXAMPLES Dennis P. Lettenmaier Department of Civil and Environmental Engineering For presentation at Workshop on Regional Climate Research NCAR
More informationHow Prescribed Burning and Wildfires Can Impact Daily Air Quality Forecasting. September 6, 2017 Department of Environmental Quality
How Prescribed Burning and Wildfires Can Impact Daily Air Quality Forecasting September 6, 2017 Department of Environmental Quality Outline Air Quality Forecasting Overview Prescribed Fire Impacts Case
More informationDROUGHT IN MAINLAND PORTUGAL
DROUGHT IN MAINLAND Ministério da Ciência, Tecnologia e Ensino Superior Instituto de Meteorologia, I. P. Rua C Aeroporto de Lisboa Tel.: (351) 21 844 7000 e-mail:informacoes@meteo.pt 1749-077 Lisboa Portugal
More informationApplications/Users for Improved S2S Forecasts
Applications/Users for Improved S2S Forecasts Nolan Doesken Colorado Climate Center Colorado State University WSWC Precipitation Forecasting Workshop June 7-9, 2016 San Diego, CA First -- A short background
More informationClimatography of the United States No
Climate Division: CA 4 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 55.6 39.3 47.5 77
More informationClimatography of the United States No
Climate Division: CA 5 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 56.6 36.5 46.6 81
More informationClimatography of the United States No
Climate Division: CA 1 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 57.9 38.9 48.4 85
More informationClimatography of the United States No
Climate Division: CA 5 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 44.8 25.4 35.1 72
More informationClimatography of the United States No
Climate Division: CA 4 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 49.4 37.5 43.5 73
More informationClimatography of the United States No
Climate Division: CA 6 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 69.4 46.6 58.0 92
More informationClimatography of the United States No
Climate Division: CA 4 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 1 Number of s (3) Jan 58.5 38.8 48.7 79 1962
More informationClimatography of the United States No
Climate Division: CA 6 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 1 Number of s (3) Jan 67.5 42. 54.8 92 1971
More informationClimatography of the United States No
Climate Division: CA 1 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 1 Number of s (3) Jan 57.8 39.5 48.7 85 1962
More informationStratospheric sulfate geoengineering has limited efficacy and increases tropospheric burdens
Stratospheric sulfate geoengineering has limited efficacy and increases tropospheric burdens Jason English PhD Candidate Laboratory for Atmospheric and Space Physics, and Department of Atmospheric and
More informationWeather History on the Bishop Paiute Reservation
Weather History on the Bishop Paiute Reservation -211 For additional information contact Toni Richards, Air Quality Specialist 76 873 784 toni.richards@bishoppaiute.org Updated 2//214 3:14 PM Weather History
More informationSYSTEM BRIEF DAILY SUMMARY
SYSTEM BRIEF DAILY SUMMARY * ANNUAL MaxTemp NEL (MWH) Hr Ending Hr Ending LOAD (PEAK HOURS 7:00 AM TO 10:00 PM MON-SAT) ENERGY (MWH) INCREMENTAL COST DAY DATE Civic TOTAL MAXIMUM @Max MINIMUM @Min FACTOR
More informationThe CANSAC/BLUESKY Connection
The CANSAC/BLUESKY Connection Timothy Brown Desert Research Institute Program for Climate, Ecosystem and Fire Applications Reno, NV Partners USDA Forest Service Region 5 California Air Resources Board
More informationThe Importance of Ammonia in Modeling Atmospheric Transport and Deposition of Air Pollution. Organization of Talk:
The Importance of Ammonia in Modeling Atmospheric Transport and Deposition of Air Pollution Organization of Talk: What is modeled Importance of NH 3 emissions to deposition Status of NH 3 emissions (model-based)
More informationClimatography of the United States No
Climate Division: ND 8 NWS Call Sign: BIS Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 21.1 -.6 10.2
More informationComprehensive Analysis of Annual 2005/2008 Simulation of WRF/CMAQ over Southeast of England
Comprehensive Analysis of Annual 2005/2008 Simulation of WRF/CMAQ over Southeast of England The 13 th International Conference on Harmonization within Atmospheric Dispersion Modelling for Regulatory Purposes
More informationClimatography of the United States No
Climate Division: TN 1 NWS Call Sign: Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 100 Number of s (3) Jan 47.6 24.9 36.3 81
More informationWhat is the difference between Weather and Climate?
What is the difference between Weather and Climate? Objective Many people are confused about the difference between weather and climate. This makes understanding the difference between weather forecasts
More informationMonitoring on Subsidence Claims. John Parvin Subsidence Claims Manager
Monitoring on Subsidence Claims John Parvin Subsidence Claims Manager Key Milestones Subsidence cover 1972 Surge of claims1989/1990/1991 Project Management 1992 onwards Mitigation Surge 1995/2003 Delegated
More informationClimatography of the United States No
Climate Division: CA 5 NWS Call Sign: FAT Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 1 Number of s (3) Jan 53.6 38.4 46. 78
More informationAir Quality Screening Modeling
Air Quality Screening Modeling 2007 Meteorology Simulation with WRF OTC Modeling Committee Meeting September 16, 2010 Baltimore, MD Presentation is based upon the following technical reports available
More informationClimatography of the United States No
Climate Division: CA 6 NWS Call Sign: 1L2 N Lon: 118 3W Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 1 Number of s (3) Jan 63.7
More informationWho 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 informationMulti Time Scale Wind Energy Forecasting Model based on Meteorological Simulation and Onsite Measurement
Multi Time Scale Wind Energy Forecasting Model based on Meteorological Simulation and Onsite Measurement Kota ENOKI, Takeshi ISHIHARA, Atsushi YAMAGUCHI, Yukinari FUKUMOTO, The University of Tokyo Tokyo
More informationClimatography of the United States No
Climate Division: CA 5 NWS Call Sign: BFL Month (1) Min (2) Month(1) Extremes Lowest (2) Temperature ( F) Lowest Month(1) Degree s (1) Base Temp 65 Heating Cooling 1 Number of s (3) Jan 56.3 39.3 47.8
More informationMonitoring daily evapotranspiration in the Alps exploiting Sentinel-2 and meteorological data
Monitoring daily evapotranspiration in the Alps exploiting Sentinel-2 and meteorological data M. Castelli, S. Asam, A. Jacob, M. Zebisch, and C. Notarnicola Institute for Earth Observation, Eurac Research,
More information2003 Moisture Outlook
2003 Moisture Outlook Nolan Doesken and Roger Pielke, Sr. Colorado Climate Center Prepared by Tara Green and Odie Bliss http://climate.atmos.colostate.edu Through 1999 Through 1999 Fort Collins Total Water
More information