Ozone fluxes and epidemiology of forest injury

Size: px
Start display at page:

Download "Ozone fluxes and epidemiology of forest injury"

Transcription

1 Ozone fluxes and epidemiology of forest injury Elena Paoletti (CNR Florence Italy), Alessandra De Marco (ENEA Rome Italy), Pierre Sicard (ACRI-ST Sophie Antipolis France), Silvano Fares (CRA Rome, Italy) Ozone concentrations Northern Hemisphere Present annual rate: % (Paoletti, 2007) Emission of ozone precursors Europe 32 countries Since 1990 to 2005 : -36% -42% (EMEP, 2008)

2 Past trends Reduction of peaks over the last years and increase of background levels (faster in the cities than at rural areas) Annual peak (P98) Annual average (M24) (Sicard et al., 2013; Paoletti et al., in press)

3 Future trends Uncertainty in future scenarios depends on efficiency of control measures over precursors (Young et al., 2013)

4 The Mediterranean climate as an hot spot (EEA, 2013)

5 Is ozone a concern for health in the cities? It is a secondary pollutant Elevated urban pollution (NO) favours O 3 depletion Biogenic VOCs favour O 3 formation (Gregg et al., 2003)

6 Effects on health PEOPLE Lung inflammation Reduced lung function Degenerative diseases e.g. atherosclerosis, heart attacks, chronic inflammatory diseases (rheumatoid arthritis), cataract, central nervous system disorders (Parkinson s and Alzheimer s disease), age related disorders and finally cancer 0.7 M/yr respiratory mortalities worldwide, corresponding to 6.3 M/yr of lost life. > 75% of O3-induced mortalities estimated to occur in the densely populated and heavily polluted Asian continent PLANTS Pinus halepensis Acer campestre Stomatal conductance Control on water loss (Kampa & Castanas, 2008; Anenberg et al 2010) (Paoletti, 2007; Ainsworth et al. 2012)

7 (Tuovinen et al. 2007) From exposure to ozone flux Fagus sylvatica PODy= S [(gsto y) [O 3 ] CF] gsto = gmax * [min (fphen, fo3) * flight * max [ fmin ( ftemp, fvpd, fswc ) ] DO 3 SE model (Emberson et al 2000, Jarvis 1979)

8 g s (mmol m -2 s -1 ), VPD (hpa) Avoidance CO 2 O 3 H 2 O Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec O3 (nl l -1 ) Daytime Mean daily trend of ozone, leaf-level stomatal conductance, and vapor pressure deficit in a Quercus ilex forest in central Italy Source: Matyssek, Bytnerowicz, Karlsson, PAOLETTI, Sanz, Schaub, Wieser, 2007, Environ Pollut, 146:

9 Epidemiology of ozone injury Epidemiology is the study of the patterns, causes, and effects of ozone on health conditions in defined populations, to identify risk factors and targets for preventive healthcare. Epidemiology has helped developing methodology used in clinical research, public health studies and, to a lesser extent, basic research in biological sciences (see biomonitoring) Epidemiological investigations where large-scale biological responses are studied under realistic environmental conditions in the field may provide useful information for establishing the best standards and thresholds for protecting plants from O 3 Epidemiology of ozone injury may be very helpful in particular when forests are investigated, as large trees require expensive experimental facilities for realistic ozone simulation and a few individuals can be usually investigated The majority of previous epidemiological assessments used ambient O3 exposure as a metric of injury (e.g. Arbaugh et al 1998, Karlsson et al 2006, Braun et al 2007, McLaughlin et al 2007, Bussotti & Ferretti 2009, Baumgarden et al 2009, Fishman et al 2010, Sun et al 2012, Kefauer et al 2013) A NEW FACILITY FOR OZONE EXPOSURE IN FREE AIR

10 How to derive large-scale stomatal ozone fluxes Modelling (hourly met & O3 data) Micrometeorology Sap-flow measurements

11 Which plant-response indicators? Growth, yield and their proxies Ozone visible injury Crown transparency Spectral indices

12 Work in progress: AOT40 vs POD Both AOT40 and POD1 exceeded the critical levels in the entire domain AOT40 overestimated O 3 risk as compared to PODY The use of AOT40 significantly changed ozone risk assessment for vegetation relative to PODY, while no spatial and temporal differences occurred when using POD1 rather than POD0

13 Selection of the best standards Triticum durum Creso cv: Ambient concentrations of 45 ppb (conc. ambiente) lead to a 10 % yield reduction in comparison with pre-industrial period (10 ppb) [-18% ontriticum aestivum, Feng et al. 2008] US metrics predicts losses better than Europeans, but with the high legally accepted threshold (75 ppb) only 39% of sites are protected. We propose a POD metric of 22 mmol m- 2 in order to cover 97% of sites.

14 pidemiology of yield reduction in durum wheat using geostatistics Precipitation explains most of the regression variance, as wheat in central Italy is not irrigated. Several ozone indices were tested. The best one was stomatal flux. Overall the ozone indices explained ab. 5% of total variance. De Marco A., Screpanti A., Paoletti E.: 2010, Geostatistics as a validation tool of ozone standards for durum wheat protection. Environmental Pollution 158:

15 Ozone impact on GPP (1) Long-term continuous eddy-covariance measurements (>9 years at 30 min resolution) at three Mediterranean-type sites The relative importance of factors in affecting GPP is site(species)-specific. Up to 12 19% of the carbon assimilation reduction in P. ponderosa and in the Citrus plantation is explained by higher stomatal ozone flux. Random Forest Analysis of the effects on GPP at three Mediterranean-type ecosystems: Pinus ponderosa, Citrus sinensis, Quercus ilex Fares et al. Global Change Biology (2013)

16 Ozone impact on GPP (2) Reduction in carbon assimilation was more related to stomatal ozone flux than to ozone concentration. The negative effects of ozone occurred within a day of exposure/uptake O3 concentration Stomatal O3 flux Fares et al (2013) GCB

17 Testing Canopy Moisture Content as a plant response indicator of ozone injury Results on the relative importance of predictors using the random tree analysis Importance Fagus sylvatica Pinus halepensis 1.2 a) 2010 c) 2010 Importance CMC response to ozone was speciesspecific, being negligible in F. sylvatica and significant in P. halepensis, and explained by linear and non-linear interactions with relevant ecological drivers. Importance Longitude Latitude b) Longitude Latitude Ozone RH Temperature Solar R Fagus sylvatica Ozone RH Temperature Solar R SWC SWC POD0 POD0 POD1 POD1 AOT40 AOT Longitude Latitude Longitude Latitude Ozone RH Temperature Solar R Pinus halepensis 2011 d) 2011 Importance Ozone RH Temperature Solar R SWC SWC POD0 POD0 POD1 POD1 AOT40 AOT40

18 Crown transparency and growth at CONECOFOR sites Only 14 sites with availability of: Meteo data from the closest (comparable) station (source: UCEA) Ozone from passive monitors at the sites (source: CFS) Crown transparency from annual assessments ( ) (source: CFS) Growth increments from 5-yr assessments ( , ) (source: CFS, CRA-SEL) Calculation of AOT40 and POD0 Meteo Forest

19 5-yr mean, m3/ha*y 5-yr mean, m3/ha*y % trees with >25% transparency % trees with >25% transparency Crown transparency increases with increasing POD0, but no effects on growth increments 100 R² = 0, R² = 0, AOT40, ppb h 20 R² = 0,026 ns POD0, mmol/m2 20 R² = 0,003 ns yr AOT40 average, ppb h 0 0, , , , yr POD0 average, ppb h

20 Conclusions Epidemiological studies may help to fill the gap between field conditions and lab studies Modern approaches must focus on stomatal ozone flux as a metric Among the tested metrics, we recommend the use of POD0 in the assessment of ozone risk for vegetation, because it has both biological significance and practicality in usage

21 Thanks! Financial support: LIFE10 ENV/FR/208 Technical support: Grand Site Sainte-Victoire, Mercantour National Park, ONF (National Office of Forests), CFS (Corpo Forestale dello Stato) and JRC (Joint Research Centre).

Flussi di ozono ed epidemiologia dei danni

Flussi di ozono ed epidemiologia dei danni (Tuovinen et al. 2007) Flussi di ozono ed epidemiologia dei danni Elena Paoletti (CNR Firenze), Alessandra De Marco (ENEA Roma), Pierre Sicard (ACRI-ST Sophie Antipolis Francia) AOT40 max ( C 40), 0 dt

More information

ECE/EB.AIR/GE.1/2015/15 ECE/EB.AIR/WG.1/2015/8. Economic and Social Council

ECE/EB.AIR/GE.1/2015/15 ECE/EB.AIR/WG.1/2015/8. Economic and Social Council United Nations Economic and Social Council ECE/EB.AIR/GE.1/2015/15 Distr.: General 7 August 2015 English only Economic Commission for Europe Executive Body for the Convention on Long-range Transboundary

More information

Harry Harmens and Gina Mills

Harry Harmens and Gina Mills Impacts of ozone on European crops Harry Harmens and Gina Mills ICP Vegetation Coordination Centre CEH Bangor http://icpvegetation.ceh.ac.uk Outline ICP Vegetation Ozone critical levels Ozone-sensitive

More information

Impact of ozone pollution on agricultural production

Impact of ozone pollution on agricultural production Impact of ozone pollution on agricultural production Gina Mills Head of the Programme Centre for the ICP Vegetation Centre for Ecology and Hydrology, Bangor, UK http://icpvegetation.ceh.ac.uk/ CO 2, Ozone

More information

Electric Forward Market Report

Electric Forward Market Report Mar-01 Mar-02 Jun-02 Sep-02 Dec-02 Mar-03 Jun-03 Sep-03 Dec-03 Mar-04 Jun-04 Sep-04 Dec-04 Mar-05 May-05 Aug-05 Nov-05 Feb-06 Jun-06 Sep-06 Dec-06 Mar-07 Jun-07 Sep-07 Dec-07 Apr-08 Jun-08 Sep-08 Dec-08

More information

SNAMP water research. Topics covered

SNAMP water research. Topics covered SNAMP water research SNAMP water team UC Merced Topics covered Objectives, goals & overview What & why the water component of SNAMP Pre-treatment Observations Water Quality Water Quantity Modeling & Scenarios:

More information

TNO emissions in MACC

TNO emissions in MACC TNO emissions in MACC presented by Jeroen Kuenen (TNO) Contributing: H. Denier van der Gon A. Visschedijk M. Jozwicka R. Van Gijlswijk 2 Outline Introduction Reported emissions TNO emissions: why, how

More information

Economic and Social Council

Economic and Social Council United Nations Economic and Social Council ECE/EB.AIR/WG.1/2014/13 Distr.: General 21 August 2014 English only Economic Commission for Europe Executive Body for the Convention on Long-range Transboundary

More information

Reduced GPP and R eco CO 2 flux, but no ecosystem C loss under elevated O 3 Volk et al. Agroscope Reckenholz-Tänikon Research Station ART

Reduced GPP and R eco CO 2 flux, but no ecosystem C loss under elevated O 3 Volk et al. Agroscope Reckenholz-Tänikon Research Station ART 1 2 3 Federal Department of Economic Affairs FDEA Agroscope Reckenholz-Tänikon Research Station ART Subalpine grassland shows reduced GPP and R eco at elevated, but no substantial ecosystem C losses Matthias

More information

Ozone Impacts on Crop Yields: Regional and Global Assessments and Mitigation Potential Denise L. Mauzerall and Rita Van Dingenen

Ozone Impacts on Crop Yields: Regional and Global Assessments and Mitigation Potential Denise L. Mauzerall and Rita Van Dingenen Ozone Impacts on Crop Yields: Regional and Global Assessments and Mitigation Potential Denise L. Mauzerall and Rita Van Dingenen with Shiri Avnery, Larry Horowitz, Arlene Fiore, Junfeng Liu, and Frank

More information

EMEP MSC-W model: recent changes and plans

EMEP MSC-W model: recent changes and plans EMEP MSC-W model: recent changes and plans David Simpson Halmstad, January 2013 EMEP - Activities Current status Growing season tests Scale dependency (54, 28, 14, 7 km Europe 4 CTMs) Climate runs (EnsClim,

More information

Urban Greening and the UHI: Seasonal Trade-offs in Heating and Cooling Energy Consumption in Manchester, UK

Urban Greening and the UHI: Seasonal Trade-offs in Heating and Cooling Energy Consumption in Manchester, UK Urban Greening and the UHI: Seasonal Trade-offs in Heating and Cooling Energy Consumption in Manchester, UK T H E R E S E A R C H E R S C y n t h i a S k e l h o r n PhD Physical Geography Post-Doctoral

More information

Water balance of savannah woodlands: a modelling study of the Sudanese gum belt region

Water balance of savannah woodlands: a modelling study of the Sudanese gum belt region Department of Forest Sciences/ VITRI Faculty of Agriculture and Forestry Water balance of savannah woodlands: a modelling study of the Sudanese gum belt region Syed Ashraful Alam (Ashraful.Alam@helsinki.fi)

More information

CANADA-WIDE STANDARDS FOR PM & OZONE STATUS OF JURISDICTIONAL IMPLEMENTATION ACTIVITIES MANITOBA

CANADA-WIDE STANDARDS FOR PM & OZONE STATUS OF JURISDICTIONAL IMPLEMENTATION ACTIVITIES MANITOBA CANADA-WIDE STANDARDS FOR PM & OZONE STATUS OF JURISDICTIONAL IMPLEMENTATION ACTIVITIES MANITOBA I. INTRODUCTION Manitoba has only one Census Metropolitan Area (CMA) (i.e., Winnipeg with 6% of Manitoba

More information

Quantification of the surface-atmosphere exchange of energy and carbon dioxide of an extensive urban green roof by eddy covariance measurements

Quantification of the surface-atmosphere exchange of energy and carbon dioxide of an extensive urban green roof by eddy covariance measurements Quantification of the surface-atmosphere exchange of energy and carbon dioxide of an extensive urban green roof by eddy covariance measurements Gründach BER Structure Introduction Study area and measurement

More information

COST Action FP0903, Conference Rome,

COST Action FP0903, Conference Rome, Linking different long-term research and monitoring sites and establishing common protocols that are open for new developments experiences from Switzerland COST Action FP0903, Conference Rome, 5.10.-7.10.2010

More information

National Ambient Air Quality Standards, Implementation Plans and Public Participation. Laura McKelvey U.S. EPA

National Ambient Air Quality Standards, Implementation Plans and Public Participation. Laura McKelvey U.S. EPA National Ambient Air Quality Standards, Implementation Plans and Public Participation Laura McKelvey U.S. EPA mckelvey.laura @epa.gov Topics What are the NAAQS? Why are they important? What is the air

More information

Initial Assessment of Climate Change in the Chesapeake Bay Watershed

Initial Assessment of Climate Change in the Chesapeake Bay Watershed Initial Assessment of Climate Change in the Chesapeake Bay Watershed STAC Workshop on Adapting to Climate Change In the Chesapeake Bay March 15, 2011 Lewis Linker 1, Thomas Johnson 2, and Gary Shenk 1

More information

Climate Change: Scientific basis and risks for the finance sector

Climate Change: Scientific basis and risks for the finance sector Climate Change: Scientific basis and risks for the finance sector P. Hadjinicolaou 1,2 and C. Zerefos 1,3 1 Lab. of Climatology and Atmospheric Environment, University of Athens 2 Frederick Institute of

More information

Administration Division Public Works Department Anchorage: Performance. Value. Results.

Administration Division Public Works Department Anchorage: Performance. Value. Results. Administration Division Anchorage: Performance. Value. Results. Mission Provide administrative, budgetary, fiscal, and personnel support to ensure departmental compliance with Municipal policies and procedures,

More information

Comparison of Statistical and Dynamic Downscaling methods for Hydrologic Applications in West Central Florida

Comparison of Statistical and Dynamic Downscaling methods for Hydrologic Applications in West Central Florida Comparison of Statistical and Dynamic Downscaling methods for Hydrologic Applications in West Central Florida Wendy Graham and Syewoon Hwang, University of Florida Water Institute Alison Adams and Tirusew

More information

Modeling and remote sensing link soil water storage effects to forest LAI

Modeling and remote sensing link soil water storage effects to forest LAI Modeling and remote sensing link soil water storage effects to forest LAI Richard Waring 1 & Auro Almeida 2 1 College of Forestry Oregon State University Corvallis, Oregon, U.S.A. 2 CSIRO Sustainable Ecosystems

More information

Title Assessment of PM pollution in the Arctic from European sources with the EMEP model (2006)

Title Assessment of PM pollution in the Arctic from European sources with the EMEP model (2006) Title Assessment of PM pollution in the Arctic from European sources with the EMEP model (2006) MSC-W: presented by Svetlana Tsyro TF HTAP Workshop 1-3 April 2009, St. Petersburg Outline Motivation Methods

More information

IMPACT OF AIR POLLUTION ON AGRICULTURE

IMPACT OF AIR POLLUTION ON AGRICULTURE IMPACT OF AIR POLLUTION ON AGRICULTURE GUFRAN BEIG Program Director -SAFAR Indian Institute of Tropical Meteorology, Pune Ministry of Earth Sciences, INDIA OUTLINE OF TALK 1. Why Agriculture should care

More information

The Impacts of Climate Change on Portland s Water Supply

The Impacts of Climate Change on Portland s Water Supply The Impacts of Climate Change on Portland s Water Supply Richard Palmer and Margaret Hahn University of Washington Department of Civil and Environmental Engineering Joe Dvorak, Dennis Kessler, Azad Mohammadi

More information

Modeling Your Water Balance

Modeling Your Water Balance Modeling Your Water Balance Purpose To model a soil s water storage over a year Overview Students create a physical model illustrating the soil water balance using glasses to represent the soil column.

More information

SURFACE WATER WITHDRAWALS & LOW FLOW PROTECTION POLICY MICHAEL COLLEGE, P.E. SUSQUEHANNA RIVER BASIN COMMISSION

SURFACE WATER WITHDRAWALS & LOW FLOW PROTECTION POLICY MICHAEL COLLEGE, P.E. SUSQUEHANNA RIVER BASIN COMMISSION SURFACE WATER WITHDRAWALS & LOW FLOW PROTECTION POLICY MICHAEL COLLEGE, P.E. SUSQUEHANNA RIVER BASIN COMMISSION SCENARIOS Direct withdrawal from surface water (SW): PA MOU w/padep NY MOU w/nysdec MD No

More information

IMPACT OF CLIMATE CHANGE ON WATER AVAILABILITY AND EXTREME FLOWS IN ADDIS ABABA

IMPACT OF CLIMATE CHANGE ON WATER AVAILABILITY AND EXTREME FLOWS IN ADDIS ABABA IMPACT OF CLIMATE CHANGE ON WATER AVAILABILITY AND EXTREME FLOWS IN ADDIS ABABA Contents Background of climate change Climate Change Studies in and Around Addis Ababa Impact of climate change on Water

More information

Overview of the Surface Hydrology of Hawai i Watersheds. Ali Fares Associate Professor of Hydrology NREM-CTAHR

Overview of the Surface Hydrology of Hawai i Watersheds. Ali Fares Associate Professor of Hydrology NREM-CTAHR Overview of the Surface Hydrology of Hawai i Watersheds Ali Fares Associate Professor of Hydrology NREM-CTAHR 5/23/2008 Watershed Hydrology Lab 1 What is Hydrology? Hydrology is the water science that

More information

ESCI-61 Introduction to Photovoltaic Technology

ESCI-61 Introduction to Photovoltaic Technology April 7, 2010 1 ESCI-61 Introduction to Photovoltaic Technology Lecture #1 Ridha Hamidi, Ph.D. April 7, 2010 2 Today s Agenda 3:30-4:00 - Green sheet review and introductions 4:00-4:45 - Group Research

More information

Tropospheric Ozone Status and Links to Climate Issues

Tropospheric Ozone Status and Links to Climate Issues Tropospheric Ozone Status and Links to Climate Issues David Simpson 1,2, Birthe Marie Steensen 1 Michael Gauss 1 1. Norwegian Meteorological Institute, Oslo, Norway 2. Chalmers University of Technology,

More information

Simulation and Modelling of Climate Change Effects on River Awara Flow Discharge using WEAP Model

Simulation and Modelling of Climate Change Effects on River Awara Flow Discharge using WEAP Model ANALELE UNIVERSITĂŢII EFTIMIE MURGU REŞIŢA ANUL XXIV, NR. 1, 2017, ISSN 1453-7397 Simulation and Modelling of Climate Change Effects on River Awara Flow Discharge using WEAP Model Oyati E.N., Olotu Yahaya

More information

Predictive Conversations

Predictive Conversations Predictive Conversations Measuring Word of Mouth and Predicting Business Outcomes Ed Keller, CEO Rick Larkin, VP Analytics August 11, 2017 MASB Opening thoughts Intrinsically people know conversations

More information

PM status for 2012 and the main issues regarding the EMEP measurement program

PM status for 2012 and the main issues regarding the EMEP measurement program PM status for 2012 and the main issues regarding the EMEP measurement program Outline Status of PM levels in rural Europe in 2012 Including high episode in jan/febr in central Europe EMEP intensive measurement

More information

Hydrological And Water Quality Modeling For Alternative Scenarios In A Semi-arid Catchment

Hydrological And Water Quality Modeling For Alternative Scenarios In A Semi-arid Catchment Hydrological And Water Quality Modeling For Alternative Scenarios In A Semi-arid Catchment AZIZ ABOUABDILLAH, ANTONIO LO PORTO METIER Final Conference: Brussels, Belgium-4-6 November 2009 Outline Problem

More information

Climate Change, Water and Security in the Mediterranean implications for science and policy (a perspective from the CLIMB project)

Climate Change, Water and Security in the Mediterranean implications for science and policy (a perspective from the CLIMB project) Climate Change, Water and Security in the Mediterranean implications for science and policy (a perspective from the CLIMB project) 4th International Conference 25-26 November 2013, Cádiz Ralf Ludwig &

More information

Uncertainty in hydrologic impacts of climate change: A California case study

Uncertainty in hydrologic impacts of climate change: A California case study Uncertainty in hydrologic impacts of climate change: A California case study Ed Maurer Civil Engineering Dept. Santa Clara University Photos from USGS Motivating Questions What are potential impacts of

More information

Investigation of metal contacts via thermal treatment at Interfaces between low temperature Ag pastes and TCO layer for HIT solar cell

Investigation of metal contacts via thermal treatment at Interfaces between low temperature Ag pastes and TCO layer for HIT solar cell Investigation of metal contacts via thermal treatment at Interfaces between low temperature Ag pastes and TCO layer for HIT solar cell Ming-Shiou Lin, Kuang-Yang Kuo, Yong-Han Lin, Yueh-Lin Lee, Liang-Pin

More information

Partitioning plant transpiration and soil evaporation with eddy covariance and stable isotope method in North China Plain

Partitioning plant transpiration and soil evaporation with eddy covariance and stable isotope method in North China Plain Partitioning plant transpiration and soil evaporation with eddy covariance and stable isotope method in North China Plain Prof. Mei Xurong, Theme Leader Scientist Director General, IEDA, CAAS Director,

More information

An investment model for large-scale green

An investment model for large-scale green Fargo, ND May 31 2007 An investment model for large-scale green infrastructure: re-mosaicking the prairies 3rd International Sustainable Wetland Plant Management Conference Henry David (Hank) Venema, PhD,

More information

Extreme Agile Implementation and Creating a Value Delivery Office

Extreme Agile Implementation and Creating a Value Delivery Office Extreme Agile Implementation and Creating a Value Delivery Office Anup Deshpande Sr. Leader of Agile Portfolio Management 1 COPYRIGHT 2017 Anup Deshpande. ALL RIGHTS RESERVED For Informational Purposes

More information

Climate Change & Urbanization Have Changed River Flows in Ontario

Climate Change & Urbanization Have Changed River Flows in Ontario Climate Change & Urbanization Have Changed River Flows in Ontario by Trevor Dickinson & Ramesh Rudra Water Resources Engineering University of Guelph Acknowledgements Agencies NSERC, OMAF & Environment

More information

The Confluence Model. Presentation to Modeling and Forecasting Working Group January 21, 2015

The Confluence Model. Presentation to Modeling and Forecasting Working Group January 21, 2015 The Confluence Model Presentation to Modeling and Forecasting Working Group January 21, 2015 Introductions Presenter: Gary Fiske Working Group Water Department staff Objective: Penetrate the Black Box

More information

Lecture 9A: Drainage Basins

Lecture 9A: Drainage Basins GEOG415 Lecture 9A: Drainage Basins 9-1 Drainage basin (watershed, catchment) -Drains surfacewater to a common outlet Drainage divide - how is it defined? Scale effects? - Represents a hydrologic cycle

More information

New exposure-based metric approach for evaluating O 3 risk to North American aspen forests

New exposure-based metric approach for evaluating O 3 risk to North American aspen forests Environmental Pollution 147 (2007) 554e566 www.elsevier.com/locate/envpol New exposure-based metric approach for evaluating O 3 risk to North American aspen forests K.E. Percy a, *, M. Nosal b, W. Heilman

More information

From the cornbeltto the north woods; understanding the response of Minnesota. Chris Lenhart Research Assistant Professor BBE Department

From the cornbeltto the north woods; understanding the response of Minnesota. Chris Lenhart Research Assistant Professor BBE Department From the cornbeltto the north woods; understanding the response of Minnesota watersheds to climate change Chris Lenhart Research Assistant Professor BBE Department 1. Background Differential response of

More information

Impacts of the EU ETS on Electricity Prices

Impacts of the EU ETS on Electricity Prices Impacts of the EU ETS on Electricity Prices Prof. P. Capros E3Mlab - NTUA, kapros@central.ntua.gr Presented to Final Meeting of ETRES - Life Project Athens, March 31, 2006 The EU ETS - definition Cap and

More information

M.L. Kavvas, Z. Q. Chen, M. Anderson, L. Liang, N. Ohara Hydrologic Research Laboratory, Civil and Environmental Engineering, UC Davis

M.L. Kavvas, Z. Q. Chen, M. Anderson, L. Liang, N. Ohara Hydrologic Research Laboratory, Civil and Environmental Engineering, UC Davis Assessment of the Restoration Activities on Water Balance and Water Quality at Last Chance Creek Watershed Using Watershed Environmental Hydrology (WEHY) Model M.L. Kavvas, Z. Q. Chen, M. Anderson, L.

More information

Modeling the Middle and Lower Cape Fear River using the Soil and Water Assessment Tool Sam Sarkar Civil Engineer

Modeling the Middle and Lower Cape Fear River using the Soil and Water Assessment Tool Sam Sarkar Civil Engineer Modeling the Middle and Lower Cape Fear River using the Soil and Water Assessment Tool Sam Sarkar Civil Engineer Outline Problem statement and project objectives Watershed model development Model calibration

More information

How safe is Beijing s Air Quality for Human Health? Naresh Kumar Θ

How safe is Beijing s Air Quality for Human Health? Naresh Kumar Θ How safe is Beijing s Air Quality for Human Health? Naresh Kumar Θ Abstract: The success of the 2008 Olympics will be largely impacted by the level of air pollution in Beijing. The World Health Organization

More information

Working with the Water Balance

Working with the Water Balance Working with the Water Balance Forest Hydrology and Land Use Change Paul K. Barten, Ph.D. Professor of Forestry and Hydrology Department of Environmental Conservation www.forest-to-faucet.org The Living

More information

2006 Sulfur Dioxide Summary

2006 Sulfur Dioxide Summary 2006 Sulfur Dioxide Summary New Jersey Department of Environmental Protection NATURE AND SOURCES Sulfur dioxide (SO 2 ) is a heavy, colorless gas with a suffocating odor that easily dissolves in water

More information

Raynet Software Lifecycle

Raynet Software Lifecycle Raynet Software End of End of RMSi 10.6 2016-Dec 2018-Dec* 2020-Dec* RMSi 10.5 2016-Jan 2018-Jan 2020-Jan RMSi 10.4 2014-May 2016-May 2018-May RMS/RMSi 10.3 2014-Feb 2016-Feb 2018-Feb RMS/RMSi 10.2 2013-Nov

More information

2 kw. ak.com. www. Energy report

2 kw. ak.com. www. Energy report 2 kw Thermal System Example of SolarPeak residential installation Energy report Find your closest agent www w.solarpea ak.com SolarPeak Head Office ops@ @SolarPeak.com (3) 547 58 19 Nelson 1 What is this

More information

Energy Balance and Evapotranspiration Measurement

Energy Balance and Evapotranspiration Measurement Energy Balance and Evapotranspiration Measurement Yu-Jun Cui Ecole Nationale des Ponts et Chaussée, Paris, France Jorge G. Zornberg The University of Texas at Austin, USA ABOUT THIS TOPIC - Multi-disciplinary

More information

MEAN ANNUAL EXPOSURE OF CHILDREN AGED 0-4 YEARS TO ATMOSPHERIC PARTICULATE POLLUTION

MEAN ANNUAL EXPOSURE OF CHILDREN AGED 0-4 YEARS TO ATMOSPHERIC PARTICULATE POLLUTION MEAN ANNUAL EXPOSURE OF CHILDREN AGED 0-4 YEARS TO ATMOSPHERIC PARTICULATE POLLUTION GENERAL CONSIDERATIONS Issues Type of indicator Rationale Issues in indicator design Respiratory disease Exposure (proximal)

More information

How Climate Change Affects the Physiology of Trees

How Climate Change Affects the Physiology of Trees How Climate Change Affects the Physiology of Trees Jim Downer University of California Cooperative Extension ajdowner@ucdavis.edu http://ceventura.ucdavis.edu Things to consider Climate change: is it real?

More information

Does Water Resources Management in the Snake River Basin Matter for the Lower Columbia River? Or Is the Snake River Part of Another Watershed?

Does Water Resources Management in the Snake River Basin Matter for the Lower Columbia River? Or Is the Snake River Part of Another Watershed? Does Water Resources Management in the Snake River Basin Matter for the Lower Columbia River? Or Is the Snake River Part of Another Watershed? John C. Tracy, Director Idaho Water Resources Research Institute

More information

TROPICS: insolation high year round, high sun angle and ~ constant duration

TROPICS: insolation high year round, high sun angle and ~ constant duration GE 101, February 6, 14 Finish insolation variation Global environmental issues associated with insolation TRPICS: insolation high year round, high sun angle and ~ constant duration MID-LATITUDES: insolation

More information

Greenhouse gas emissions from agricultural soils a global perspective

Greenhouse gas emissions from agricultural soils a global perspective Greenhouse gas emissions from agricultural soils a global perspective PD Dr. Werner Eugster, Prof. Nina Buchmann Institute of Agricultural Sciences, ETH Zürich 1 Outline Greenhouse gas emissions from agricultural

More information

Estimation of Irrigation Water Requirement of Maize (Zea-mays) using Pan Evaporation Method in Maiduguri, Northeastern Nigeria

Estimation of Irrigation Water Requirement of Maize (Zea-mays) using Pan Evaporation Method in Maiduguri, Northeastern Nigeria Estimation of Irrigation Water Requirement of Maize (Zea-mays) using Pan Evaporation Method in Maiduguri, Northeastern Nigeria *I. J. Tekwa 1 and E. K. Bwade 2 *johntekwa@gmail.com 07035134544; 07032340369.

More information

APPENDIX I CENTRAL EVERGLADES PLANNING PROCESS ISSUE RESOLUTION

APPENDIX I CENTRAL EVERGLADES PLANNING PROCESS ISSUE RESOLUTION APPENDIX I PLANNING PROCESS ISSUE RESOLUTION This page intentionally left blank Central Everglades Planning Project EAA Formulation Issue Resolution Conference July 20, 2012 MEETING PURPOSE Issue Resolution

More information

Stormwater and LEED. Vancouver LEED User s Group May 27, Craig Kipkie, M.Sc., P.Eng, LEED AP

Stormwater and LEED. Vancouver LEED User s Group May 27, Craig Kipkie, M.Sc., P.Eng, LEED AP Stormwater and LEED Vancouver LEED User s Group May 27, 2005 Craig Kipkie, M.Sc., P.Eng, LEED AP Outline Sustainable Sites 2 Stormwater credits SSc6.1 SSc6.2 Synergies with other Credits Case Study How

More information

International Cooperative Programme on Modelling and Mapping. of Critical Loads and Levels. and Air Pollution Effects, Risks and Trends

International Cooperative Programme on Modelling and Mapping. of Critical Loads and Levels. and Air Pollution Effects, Risks and Trends Wge CONVENTION ON LONG-RANGE TRANSBOUNDARY AIR POLLUTION International Cooperative Programme on Modelling and Mapping of Critical Loads and Levels and Air Pollution Effects, Risks and Trends FINAL CHAIR

More information

Efficient utilization of energy sources

Efficient utilization of energy sources Efficient utilization of energy sources Perspectives for the reduction of fossil primary energy utilization in urban areas March 28 Using the energy content the most efficient way is using COMBINED HEAT

More information

Vulnerability of Primary Production to Climate Extremes Lessons from the 2003 heatwave in Europe

Vulnerability of Primary Production to Climate Extremes Lessons from the 2003 heatwave in Europe Vulnerability of Primary Production to Climate Extremes Lessons from the 2003 heatwave in Europe Ph. Ciais, M. Reichstein, N. Viovy A. Granier, J. Ogée, V. Allard, M. Aubinet, Chr. Bernhofer, A. Carrara,

More information

25 years of Hawaii Ocean Time-series carbon flux determinations: Insights into productivity, export, and nutrient supply in the oligotrophic ocean

25 years of Hawaii Ocean Time-series carbon flux determinations: Insights into productivity, export, and nutrient supply in the oligotrophic ocean 25 years of Hawaii Ocean Time-series carbon flux determinations: Insights into productivity, export, and nutrient supply in the oligotrophic ocean MATTHEW CHURCH, ROBERT BIDIGARE, JOHN DORE, DAVID KARL,

More information

The Power of Visibility: Driving a Lean-Agile Transition. Kelley Horton Director, Corporate IT Program Management Office

The Power of Visibility: Driving a Lean-Agile Transition. Kelley Horton Director, Corporate IT Program Management Office The Power of Visibility: Driving a Lean-Agile Transition Kelley Horton Director, Corporate IT Program Management Office The Power of Visibility - Agenda About Premier, Inc. Why we transitioned to Lean-Agile

More information

Overview of the New Zealand Natural Capital Assessment May 2014

Overview of the New Zealand Natural Capital Assessment May 2014 Overview of the New Zealand Natural Capital Assessment May 2014 TEEB on Natural Capital Our ecosystems, biodiversity and natural resources underpins economies, societies and individual well-being. In addition

More information

Dynamic Regional Carbon Budget Based on Multi-Scale Data-Model Fusion

Dynamic Regional Carbon Budget Based on Multi-Scale Data-Model Fusion Dynamic Regional Carbon Budget Based on Multi-Scale Data-Model Fusion Mingkui Cao, Jiyuan Liu, Guirui Yu Institute Of Geographic Science and Natural Resource Research Chinese Academy of Sciences Toward

More information

ICP Forests Progress Report

ICP Forests Progress Report Progress Report 2011-2012 Outline Revision of the monitoring system the Manual Data analyses on large scale (Level I) CL exceedances forest ecosystem scale (Level II) dynamic modelling effects of climate

More information

Ozone smog in surface air: Background contributions and climate connections. Arlene M. Fiore

Ozone smog in surface air: Background contributions and climate connections. Arlene M. Fiore Haze over Boston, MA http://www.airnow.gov/index.cfm?action=particle_health.page1#3 Ozone smog in surface air: Background contributions and climate connections Arlene M. Fiore www.ldeo.columbia.edu/~amfiore

More information

Modified Blaney-Criddle for Excel

Modified Blaney-Criddle for Excel Modified Blaney-Criddle for Excel This allocation program which calculates a maximum monthly supplemental crop requirement and an average annual supplemental requirement using the Modified Blaney-Criddle

More information

Afternoon Lecture Outline

Afternoon Lecture Outline Afternoon Lecture Outline 1. Northern Prairies watershed hydrology 2. Solute mass balance in lakes and ponds 3. Simple mass balance simulation using MS Excel 4. Effects of sediment-water exchange on lake

More information

Chehalis Basin Strategy Causes of Extreme Flooding. October 11, 2016 Policy Workshop

Chehalis Basin Strategy Causes of Extreme Flooding. October 11, 2016 Policy Workshop Chehalis Basin Strategy Causes of Extreme Flooding October 11, 2016 Policy Workshop Agenda Hydrology o Precipitation o Flow Climate Change Effects Land Use o Channel straightening and incision o Riparian

More information

Surface Soil Moisture Assimilation with SWAT

Surface Soil Moisture Assimilation with SWAT Surface Soil Moisture Assimilation with SWAT Eunjin Han, Venatesh Merwade School of Civil Engineering, Purdue University, West Lafayette, IN, USA Gary C. Heathman USDA-ARS, National Soil Erosion Research

More information

M.L. Kavvas, Z. Q. Chen, M. Anderson, L. Liang, N. Ohara Hydrologic Research Laboratory, Civil and Environmental Engineering, UC Davis

M.L. Kavvas, Z. Q. Chen, M. Anderson, L. Liang, N. Ohara Hydrologic Research Laboratory, Civil and Environmental Engineering, UC Davis Assessment of the Restoration Activities on Water Balance and Water Quality at Last Chance Creek Watershed Using Watershed Environmental Hydrology (WEHY) Model M.L. Kavvas, Z. Q. Chen, M. Anderson, L.

More information

Session A4: Healthy-Polis Workshop on Climate Change and Urban Health II

Session A4: Healthy-Polis Workshop on Climate Change and Urban Health II Session A4: Healthy-Polis Workshop on Climate Change and Urban Health II Experimental Campaign in a Heavily Trafficked Roundabout in Madrid for the Assessment of Air Quality Monitoring Station Representativeness

More information

The Hydrological and Ecological Impacts of Climate Change in a Large Lake Case Study of Lake Saimaa, Finnish Lake District

The Hydrological and Ecological Impacts of Climate Change in a Large Lake Case Study of Lake Saimaa, Finnish Lake District Waterpraxis The Hydrological and Ecological Impacts of Climate Change in a Large Lake Case Study of Lake Saimaa, Finnish Lake District Seppo Hellsten Finnish Environment Institute SYKE 19/01/2011-1 Main

More information

REGIONAL FORECASTING OF GENERATION FROM SMALL HYDROPOWER PLANTS

REGIONAL FORECASTING OF GENERATION FROM SMALL HYDROPOWER PLANTS REGIONAL FORECASTING OF GENERATION FROM SMALL HYDROPOWER PLANTS Professor Ånund Killingtveit NTNU/CEDREN Workshop on Hydro Scheduling in Competitive Electricity Markets Trondheim, Norway, September 17-18

More information

Change for Western North America. Hydrologic Implications of Climate. and the Columbia River Basin. Dennis P. Lettenmaier. Alan F.

Change for Western North America. Hydrologic Implications of Climate. and the Columbia River Basin. Dennis P. Lettenmaier. Alan F. Hydrologic Implications of Climate Change for Western North America and the Columbia River Basin Alan F. Hamlet, Philip W. Mote, Dennis P. Lettenmaier JISAO/CSES Climate Impacts Group Dept. of Civil and

More information

MERIS Global Vegetation Index Land products. Nadine Gobron

MERIS Global Vegetation Index Land products. Nadine Gobron MERIS Global Vegetation Index Land products Nadine Gobron Contribution from: O. Aussedat, B. Pinty, M. Taberner, F. Mélin, T. Lavergne, M. Robustelli, M.M. Verstraete & J.-L. Widlowski (JRC). O. Faber

More information

Rainfall analysis is not only important for agricultural

Rainfall analysis is not only important for agricultural International Journal of Agricultural Engineering, Vol. 4 No. 2 (October, 2011) : 160-164 Research Paper : Probability analysis of monthly and seasonal rainfall at Solapur, Maharashtra Received : May,

More information

Salinity TMDL Development and Modeling in the Otter Creek Watershed. Erik Makus DEQ Hydrologist June 6, 2013

Salinity TMDL Development and Modeling in the Otter Creek Watershed. Erik Makus DEQ Hydrologist June 6, 2013 Salinity TMDL Development and Modeling in the Otter Creek Watershed 1 Erik Makus DEQ Hydrologist June 6, 2013 Outline for Today: Otter Creek and the Tongue River Previous salinity modeling efforts Existing

More information

Effects of projected climate change on energy supply and demand in the Pacific Northwest and Washington State

Effects of projected climate change on energy supply and demand in the Pacific Northwest and Washington State Effects of projected climate change on energy supply and demand in the Pacific Northwest and Washington State Alan F. Hamlet Se-Yeun Lee Kristian Mickelson Marketa McGuire Elsner JISAO/CSES Climate Impacts

More information

Leveraging Smart Meter Data & Expanding Services BY ELLEN FRANCONI, PH.D., BEMP, MEMBER ASHRAE; DAVID JUMP, PH.D., P.E.

Leveraging Smart Meter Data & Expanding Services BY ELLEN FRANCONI, PH.D., BEMP, MEMBER ASHRAE; DAVID JUMP, PH.D., P.E. ASHRAE www.ashrae.org. Used with permission from ASHRAE Journal. This article may not be copied nor distributed in either paper or digital form without ASHRAE s permission. For more information about ASHRAE,

More information

Contribution of Irrigation Seepage to Groundwater-Surface Water Interactions on the Eastern Snake River Plain

Contribution of Irrigation Seepage to Groundwater-Surface Water Interactions on the Eastern Snake River Plain Contribution of Irrigation Seepage to Groundwater-Surface Water Interactions on the Eastern Snake River Plain Rob Van Kirk, HSU Department of Mathematics http://www.humboldt.edu/henrysfork/ BSU Geosciences

More information

Impact of Point Rainfall Data Uncertainties on SWAT Simulations

Impact of Point Rainfall Data Uncertainties on SWAT Simulations Impact of Point Rainfall Data Uncertainties on SWAT Simulations Michael Rode & Gerald Wenk Department of Hydrological Modelling Magdeburg, Germany 4th International SWAT Conference 2007 4.- 6. July UNESCO-IHP

More information

Plume Stability Analysis

Plume Stability Analysis Groundwater Contaminant Plume Stability Analysis Joe A. Ricker, P.E. A member of the Earth Consulting Group, Inc. family of companies Ricker Plume Stability Analysis Background Ricker Plume Stability Analysis

More information

NO2, SO2, PM2.5, Oh my!?! Information Session EPA R/S/L Modelers Workshop May 10, 2010

NO2, SO2, PM2.5, Oh my!?! Information Session EPA R/S/L Modelers Workshop May 10, 2010 NO2, SO2, PM2.5, Oh my!?! Information Session EPA R/S/L Modelers Workshop May 10, 2010 Purpose & Outline Provide background and updates on permit modeling processes and technical aspects related to new

More information

The Science Behind Quantifying Urban Forest Ecosystem Services. David J. Nowak USDA Forest Service Northern Research Station Syracuse, NY, USA

The Science Behind Quantifying Urban Forest Ecosystem Services. David J. Nowak USDA Forest Service Northern Research Station Syracuse, NY, USA The Science Behind Quantifying Urban Forest Ecosystem Services David J. Nowak USDA Forest Service Northern Research Station Syracuse, NY, USA Current Model Version 3.0 i-tree Version 4.0 (March 10, 2011)

More information

CHP Case Studies. Midwest CHP Application Center (MAC) .org (312) University of Illinois at Chicago Energy Resources Center UIC

CHP Case Studies. Midwest CHP Application Center (MAC) .org (312) University of Illinois at Chicago Energy Resources Center UIC CHP Case Studies Midwest CHP Application Center (MAC) www.chpcentermw.org.org (312)413-5448 University of Illinois at Chicago Energy Resources Center CHP Case Studies Elgin Community College Presbyterian

More information

Benefits of air pollution control for biodiversity and ecosystem services

Benefits of air pollution control for biodiversity and ecosystem services Benefits of air pollution control for biodiversity and ecosystem services Biodiversity, ecosystem services and human well-being Millennium Ecosystem Assessment Ecosystem services: Supporting ( underpinning

More information

Crop Water Requirement. Presented by: Felix Jaria:

Crop Water Requirement. Presented by: Felix Jaria: Crop Water Requirement Presented by: Felix Jaria: Presentation outline Crop water requirement Irrigation Water requirement Eto Penman Monteith Etcrop Kc factor Ks Factor Total Available water Readily available

More information

The Call Center Balanced Scorecard

The Call Center Balanced Scorecard The Call Center Balanced Scorecard Your Overall Measure of Call Center Performance! MetricNet Best Practices Series Some Common Call Center KPIs Cost Cost per Contact Cost per Minute of Handle Time Quality

More information

Project Report: SunMaxx Commercial Case Studies

Project Report: SunMaxx Commercial Case Studies Project Report: 14 x ThermoPower-VHP30 Total Gross Surface Area: 738.50 sq.ft Azimuth: 10 Incl.: 37 2100 gal/day 130 F Gas Boiler - 9 150 kbtu/hr StorMaxx NP Vol:2500 gal Existing Hot Water Heater Vol:1000

More information

Coupling SWAT with land cover and hydropower models for sustainable development in the Mekong Basin

Coupling SWAT with land cover and hydropower models for sustainable development in the Mekong Basin Coupling SWAT with land cover and hydropower models for sustainable development in the Mekong Basin Mauricio E. Arias 1 Tom A. Cochrane 1, Thanapon Piman 1,2, Ornanorg Vonnarart 2, Thomas B. Wild 3, Daniel

More information