SlideShare une entreprise Scribd logo
1  sur  15
Télécharger pour lire hors ligne
Pattern & Process of Tree
   Mortality Waves in the
Mountains of the Southwestern
        United States

          Alison Macalady1 & Harald Bugmann2,1
   1   Laboratory of Tree-Ring Research, University of Arizona
            2 Forest Ecology, ETH Zürich, Switzerland


                                                         Photo: Craig Allen
Photo: Craig Allen
Mortality in the 1950s and 2000s
         1950s                              2000s
Allen and Breshears (1998), PNAS   Breshears et al. (2005), PNAS
Mortality mechanisms




            McDowell et al. (2008), New Phyto
Growth-mortality models
         1



Mortality
Probability                             ?
         0
              Index based on radial growth

 CCR >80%, (e.g. Bigler & Bugmann 2004, Ecol Appl)
      – growth level over past few years
      – growth trend over past years to decades
      – growth sensitivity
Research questions

       Can the probability of piñon
       mortality under drought be
       accurately modeled using
       indices derived from diameter
       growth?

       What do growth-mortality
       models reveal about the
       drivers of tree mortality
       through space and time?
Field sites
Sampling design
Tree growth – typical patterns
                              Large            Low growth
            SEV 2000s   release/recovery       before death
                            of L trees!




                            Divergence of L
           TRP 2000s          and D trees
                            incited by 1950s
                                 drought
Fitting mortality models: one site

Sevilleta, 1950s




 Internal validation: 60% fitting, 40% testing
                      500 simulations
Fitting mortality models: all sites
Site/period   Variable      AU ROC   CCR
              mean
SEV 1950s                    0.89    78.7%
              sensitivity 50
              mean
BNM 1950s                    0.92    82.0%
              sensitivity 25
              recent
SEV 2000s                    0.83    75.3%
              growth 3
BNM 2000s     –             –        –
              growth
TRP 2000s                   0.67     59.6%
              difference 15
Validating mortality models
               Calibration data [shown is CCR]

Validation   SEV 1950s   BNM 1950s    SEV 2000s

SEV 1950s        –          73.1         77.4

BNM 1950s      77.4          –           60.0

SEV 2000s      55.9         61.7          –

BNM 2000s      31.6         16.7         14.3

TRP 2000s      53.4         55.9         52.5
What’s going on?
High model accuracies associated with 1950’s and SEV
2000’s data reflect a chronic stress signal associated with
mortality risk
   •Best predictors reflect the resource status of the trees over
   different time periods.
   •Supports carbon starvation mechanism of mortality



Lack of fit in N 2000’s models suggests other processes.
   •Acute drought stress
   •Increased temps driving accelerated bark beetle/fungi dynamics?
   •Carbon allocation to defensive compounds (Kane and Kolb 2010,
   Oikos)?
Conclusions
Strong influence of acute
drought stress and/or bark
beetle/fungi dynamics at
northern sites in the 2000’s

Differences in space and time
an early indicator of global
change?

Challenges of predicting
mortality under drought
Acknowledgements…
Acknowledgements
Craig Allen, Julio Betancourt, Tom Swetnam, Dave Breshears,
Kay Beeley, Collin Haffey, Greg Pederson, Derek Murrow, Chris
Baisan, Rex Adams, Alex Arizpe, Christof Bigler

Financial support
Science Foundation Arizona, US DOE GREF (AM)
ETH Zürich, UA Lab. Tree-Ring Research, Haury Fellowship
(HB)

Contenu connexe

Tendances

The Human Gut Microbiome: A New Diagnostic for Disease?
The Human Gut Microbiome: A New Diagnostic for Disease?The Human Gut Microbiome: A New Diagnostic for Disease?
The Human Gut Microbiome: A New Diagnostic for Disease?Larry Smarr
 
Assay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesAssay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesLarry Smarr
 
Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...
Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...
Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...Larry Smarr
 
مشروووووع الوراثه
مشروووووع الوراثهمشروووووع الوراثه
مشروووووع الوراثهALaa Al-Assaf
 
Kelsey Beachman - Fall 2015, Final Presentation
Kelsey Beachman - Fall 2015, Final PresentationKelsey Beachman - Fall 2015, Final Presentation
Kelsey Beachman - Fall 2015, Final PresentationKelsey Beachman
 
Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...
Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...
Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...Larry Smarr
 
Rigor Mortis and Intestinal Necrosis During C. elegans Death
Rigor Mortis and Intestinal Necrosis During C. elegans DeathRigor Mortis and Intestinal Necrosis During C. elegans Death
Rigor Mortis and Intestinal Necrosis During C. elegans Deathjunaedrx
 
CMoore_SPEI_Fidelity_FINAL
CMoore_SPEI_Fidelity_FINALCMoore_SPEI_Fidelity_FINAL
CMoore_SPEI_Fidelity_FINALCallie B. Moore
 
Coral microbiome
Coral microbiomeCoral microbiome
Coral microbiomeAmyHuynh23
 
Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...
Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...
Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...Larry Smarr
 
Decoding the Software Inside of You
Decoding the Software Inside of YouDecoding the Software Inside of You
Decoding the Software Inside of YouLarry Smarr
 

Tendances (15)

GRC poster
GRC posterGRC poster
GRC poster
 
The Human Gut Microbiome: A New Diagnostic for Disease?
The Human Gut Microbiome: A New Diagnostic for Disease?The Human Gut Microbiome: A New Diagnostic for Disease?
The Human Gut Microbiome: A New Diagnostic for Disease?
 
Assay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesAssay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and Biomes
 
Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...
Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...
Deciphering the Dynamic Coupling of the Human Immune System and the Gut Micro...
 
Identification of NeSL-1 in Caenorhabitis
Identification of NeSL-1 in CaenorhabitisIdentification of NeSL-1 in Caenorhabitis
Identification of NeSL-1 in Caenorhabitis
 
مشروووووع الوراثه
مشروووووع الوراثهمشروووووع الوراثه
مشروووووع الوراثه
 
Kelsey Beachman - Fall 2015, Final Presentation
Kelsey Beachman - Fall 2015, Final PresentationKelsey Beachman - Fall 2015, Final Presentation
Kelsey Beachman - Fall 2015, Final Presentation
 
Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...
Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...
Using Data Analytics to Discover the 100 Trillion Bacteria Living Within Each...
 
Rigor Mortis and Intestinal Necrosis During C. elegans Death
Rigor Mortis and Intestinal Necrosis During C. elegans DeathRigor Mortis and Intestinal Necrosis During C. elegans Death
Rigor Mortis and Intestinal Necrosis During C. elegans Death
 
CMoore_SPEI_Fidelity_FINAL
CMoore_SPEI_Fidelity_FINALCMoore_SPEI_Fidelity_FINAL
CMoore_SPEI_Fidelity_FINAL
 
Coral microbiome
Coral microbiomeCoral microbiome
Coral microbiome
 
Impact of the koka reservoir on malaria
Impact of the koka reservoir on malariaImpact of the koka reservoir on malaria
Impact of the koka reservoir on malaria
 
Chap 1 Biology And You
Chap 1 Biology And YouChap 1 Biology And You
Chap 1 Biology And You
 
Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...
Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...
Observing the Dynamics of the Human Immune System Coupled to the Microbiome i...
 
Decoding the Software Inside of You
Decoding the Software Inside of YouDecoding the Software Inside of You
Decoding the Software Inside of You
 

Similaire à Pattern & Process of Tree Mortality Waves in the Mountains of the Southwestern United States [Alison Macalady]

Divergence-time estimation in RevBayes
Divergence-time estimation in RevBayesDivergence-time estimation in RevBayes
Divergence-time estimation in RevBayesTracy Heath
 
Are South Hills Crossbills declining with increasing temperatures?
Are South Hills Crossbills declining with increasing temperatures?Are South Hills Crossbills declining with increasing temperatures?
Are South Hills Crossbills declining with increasing temperatures?Julie Hart
 
Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01Cleophas Rwemera
 
Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01Cleophas Rwemera
 
Water temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirusWater temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirusmgray11
 
Can patterns of ranavirus emergence be used to assess conservation threat?
Can patterns of ranavirus emergence be used to assess conservation threat?Can patterns of ranavirus emergence be used to assess conservation threat?
Can patterns of ranavirus emergence be used to assess conservation threat?mgray11
 
Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...
Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...
Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...OpenSpaceCouncil
 
Re-evaluating models to take on new challenges in ecology and evolution
Re-evaluating models to take on new challenges in ecology and evolutionRe-evaluating models to take on new challenges in ecology and evolution
Re-evaluating models to take on new challenges in ecology and evolutionLiliana Davalos
 
Fall18 Lab Presentation
Fall18 Lab PresentationFall18 Lab Presentation
Fall18 Lab PresentationJustinTirrell1
 
Ranaviruses: Cry Wolf or Real Threat?
Ranaviruses: Cry Wolf or Real Threat?Ranaviruses: Cry Wolf or Real Threat?
Ranaviruses: Cry Wolf or Real Threat?mgray11
 

Similaire à Pattern & Process of Tree Mortality Waves in the Mountains of the Southwestern United States [Alison Macalady] (11)

Divergence-time estimation in RevBayes
Divergence-time estimation in RevBayesDivergence-time estimation in RevBayes
Divergence-time estimation in RevBayes
 
Are South Hills Crossbills declining with increasing temperatures?
Are South Hills Crossbills declining with increasing temperatures?Are South Hills Crossbills declining with increasing temperatures?
Are South Hills Crossbills declining with increasing temperatures?
 
Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01
 
Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01Biol102 chp23-spr10-100207141135-phpapp01
Biol102 chp23-spr10-100207141135-phpapp01
 
Vincenzi hopkins 2015
Vincenzi hopkins 2015Vincenzi hopkins 2015
Vincenzi hopkins 2015
 
Water temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirusWater temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirus
 
Can patterns of ranavirus emergence be used to assess conservation threat?
Can patterns of ranavirus emergence be used to assess conservation threat?Can patterns of ranavirus emergence be used to assess conservation threat?
Can patterns of ranavirus emergence be used to assess conservation threat?
 
Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...
Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...
Climate Change and Biodiversity: Implications for Bay Area Conservation by Da...
 
Re-evaluating models to take on new challenges in ecology and evolution
Re-evaluating models to take on new challenges in ecology and evolutionRe-evaluating models to take on new challenges in ecology and evolution
Re-evaluating models to take on new challenges in ecology and evolution
 
Fall18 Lab Presentation
Fall18 Lab PresentationFall18 Lab Presentation
Fall18 Lab Presentation
 
Ranaviruses: Cry Wolf or Real Threat?
Ranaviruses: Cry Wolf or Real Threat?Ranaviruses: Cry Wolf or Real Threat?
Ranaviruses: Cry Wolf or Real Threat?
 

Plus de University of the Highlands and Islands

The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...
The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...
The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...University of the Highlands and Islands
 
Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...
Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...
Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...University of the Highlands and Islands
 
Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...
Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...
Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...University of the Highlands and Islands
 
Water transparency to UV radiation in montane lakes: consequences of climate-...
Water transparency to UV radiation in montane lakes: consequences of climate-...Water transparency to UV radiation in montane lakes: consequences of climate-...
Water transparency to UV radiation in montane lakes: consequences of climate-...University of the Highlands and Islands
 

Plus de University of the Highlands and Islands (20)

110614 tim warren presentation
110614   tim warren presentation110614   tim warren presentation
110614 tim warren presentation
 
110614 tim warren handout - choy resource sheet
110614   tim warren handout - choy resource sheet110614   tim warren handout - choy resource sheet
110614 tim warren handout - choy resource sheet
 
110614 tim warren handout - care measure
110614   tim warren handout - care measure110614   tim warren handout - care measure
110614 tim warren handout - care measure
 
110614 speaker profiles
110614   speaker profiles110614   speaker profiles
110614 speaker profiles
 
110614 self management conf programme
110614   self management conf programme110614   self management conf programme
110614 self management conf programme
 
110614 project summary
110614   project summary110614   project summary
110614 project summary
 
110614 maggie clark presentation
110614   maggie clark presentation110614   maggie clark presentation
110614 maggie clark presentation
 
110614 glenn hinds presentation
110614   glenn hinds presentation110614   glenn hinds presentation
110614 glenn hinds presentation
 
110614 garry coutts presentation
110614   garry coutts presentation110614   garry coutts presentation
110614 garry coutts presentation
 
110614 delegate list
110614   delegate list110614   delegate list
110614 delegate list
 
110614 uhi self management modules peg 2011-2012
110614   uhi self management modules peg 2011-2012110614   uhi self management modules peg 2011-2012
110614 uhi self management modules peg 2011-2012
 
110614 chair profile
110614   chair profile110614   chair profile
110614 chair profile
 
110614 abstract booklet
110614   abstract booklet110614   abstract booklet
110614 abstract booklet
 
UHI postgraduate prospectus 11-12
UHI postgraduate prospectus 11-12UHI postgraduate prospectus 11-12
UHI postgraduate prospectus 11-12
 
A Career in Teaching - Isobel Kerr [Scottish Teacher Recruitment Team]
A Career in Teaching - Isobel Kerr [Scottish Teacher Recruitment Team]A Career in Teaching - Isobel Kerr [Scottish Teacher Recruitment Team]
A Career in Teaching - Isobel Kerr [Scottish Teacher Recruitment Team]
 
The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...
The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...
The ‘State of the Art’ of Global Change Research in Mountains - An analysis o...
 
Welcome to Perth [Martin Price]
Welcome to Perth [Martin Price]Welcome to Perth [Martin Price]
Welcome to Perth [Martin Price]
 
Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...
Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...
Conducting Climate Change Risk and Vulnerability Assessments in Rural Mountai...
 
Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...
Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...
Global Change in Katunskiy Biosphere Reserve: Vulnerability of ecosystems and...
 
Water transparency to UV radiation in montane lakes: consequences of climate-...
Water transparency to UV radiation in montane lakes: consequences of climate-...Water transparency to UV radiation in montane lakes: consequences of climate-...
Water transparency to UV radiation in montane lakes: consequences of climate-...
 

Dernier

Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdfVishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdfssuserdda66b
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSCeline George
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Single or Multiple melodic lines structure
Single or Multiple melodic lines structureSingle or Multiple melodic lines structure
Single or Multiple melodic lines structuredhanjurrannsibayan2
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxEsquimalt MFRC
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Association for Project Management
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentationcamerronhm
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Dyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptxDyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptxcallscotland1987
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 

Dernier (20)

Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdfVishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdf
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Single or Multiple melodic lines structure
Single or Multiple melodic lines structureSingle or Multiple melodic lines structure
Single or Multiple melodic lines structure
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Dyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptxDyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptx
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 

Pattern & Process of Tree Mortality Waves in the Mountains of the Southwestern United States [Alison Macalady]

  • 1. Pattern & Process of Tree Mortality Waves in the Mountains of the Southwestern United States Alison Macalady1 & Harald Bugmann2,1 1 Laboratory of Tree-Ring Research, University of Arizona 2 Forest Ecology, ETH Zürich, Switzerland Photo: Craig Allen
  • 3. Mortality in the 1950s and 2000s 1950s 2000s Allen and Breshears (1998), PNAS Breshears et al. (2005), PNAS
  • 4. Mortality mechanisms McDowell et al. (2008), New Phyto
  • 5. Growth-mortality models 1 Mortality Probability ? 0 Index based on radial growth CCR >80%, (e.g. Bigler & Bugmann 2004, Ecol Appl) – growth level over past few years – growth trend over past years to decades – growth sensitivity
  • 6. Research questions Can the probability of piñon mortality under drought be accurately modeled using indices derived from diameter growth? What do growth-mortality models reveal about the drivers of tree mortality through space and time?
  • 9. Tree growth – typical patterns Large Low growth SEV 2000s release/recovery before death of L trees! Divergence of L TRP 2000s and D trees incited by 1950s drought
  • 10. Fitting mortality models: one site Sevilleta, 1950s Internal validation: 60% fitting, 40% testing 500 simulations
  • 11. Fitting mortality models: all sites Site/period Variable AU ROC CCR mean SEV 1950s 0.89 78.7% sensitivity 50 mean BNM 1950s 0.92 82.0% sensitivity 25 recent SEV 2000s 0.83 75.3% growth 3 BNM 2000s – – – growth TRP 2000s 0.67 59.6% difference 15
  • 12. Validating mortality models Calibration data [shown is CCR] Validation SEV 1950s BNM 1950s SEV 2000s SEV 1950s – 73.1 77.4 BNM 1950s 77.4 – 60.0 SEV 2000s 55.9 61.7 – BNM 2000s 31.6 16.7 14.3 TRP 2000s 53.4 55.9 52.5
  • 13. What’s going on? High model accuracies associated with 1950’s and SEV 2000’s data reflect a chronic stress signal associated with mortality risk •Best predictors reflect the resource status of the trees over different time periods. •Supports carbon starvation mechanism of mortality Lack of fit in N 2000’s models suggests other processes. •Acute drought stress •Increased temps driving accelerated bark beetle/fungi dynamics? •Carbon allocation to defensive compounds (Kane and Kolb 2010, Oikos)?
  • 14. Conclusions Strong influence of acute drought stress and/or bark beetle/fungi dynamics at northern sites in the 2000’s Differences in space and time an early indicator of global change? Challenges of predicting mortality under drought
  • 15. Acknowledgements… Acknowledgements Craig Allen, Julio Betancourt, Tom Swetnam, Dave Breshears, Kay Beeley, Collin Haffey, Greg Pederson, Derek Murrow, Chris Baisan, Rex Adams, Alex Arizpe, Christof Bigler Financial support Science Foundation Arizona, US DOE GREF (AM) ETH Zürich, UA Lab. Tree-Ring Research, Haury Fellowship (HB)