SlideShare uma empresa Scribd logo
1 de 36
Baixar para ler offline
Communicating
Arctic climate change
through data-driven stories
@ZLabe
Zachary Labe
Postdoc at Colorado State University
14 February 2022
Columbia University
Applications in Climate & Society
ZACHARY LABE, PH.D.
Climate Scientist at Colorado State University
zmlabe@rams.colostate.edu
RESEARCHER
CLIMATE SIGNAL VS. WEATHER NOISE
@ZLabe
COMMUNICATOR
RESEARCHER
ARCTIC CLIMATE CHANGE
STORYTELLER
SIMPLE, BOLD DATA VISUALIZATION
ZACHARY LABE, PH.D.
Climate Scientist at Colorado State University
zmlabe@rams.colostate.edu
RESEARCHER
CLIMATE SIGNAL VS. WEATHER NOISE
@ZLabe
COMMUNICATOR
RESEARCHER
ARCTIC CLIMATE CHANGE
STORYTELLER
SIMPLE, BOLD DATA VISUALIZATION
Polar Amplification: acceleration of
warming in high latitudes relative to
the rest of the globe
°C
NOW
Start of
satellite-era
°C
Polar Amplification:
acceleration of warming in
high latitudes relative to
the rest of the globe
DATA VISUALIZATION
IS STORY-TELLING.
DATA VISUALIZATION
IS STORY-TELLING.
Arctic temperature anomalies from 1950 to 2021
PLOT BY ED HAWKINS
2016 RIO OLYMPICS OPENING CEREMONY
PLOT BY ED HAWKINS
PLOT BY ED HAWKINS
DON’T BE
SUCH A
SCIENTIST
WE ARE
DATA
SCIENTISTS
PLOT BY ED HAWKINS
https://showyourstripes.info/
Landscape of Change uses data
about sea level rise, glacier volume
decline, increasing global
temperatures, and the increasing use
of fossil fuels. These data lines
compose a landscape shaped by
the changing climate, a world in
which we are now living.
Jill Pelto|http://www.jillpelto.com/landscape-of-change
“
”
THE CLIMATE IS
CHANGING
IN REAL-TIME.
Considering a global view of
temperatures relative to
average – placing weather in
the context of climate
THE ARCTIC IS
CHANGING
IN REAL-TIME.
Daily Arctic temperature in
2018 (red) compared to
every year since 1958 in the
month of February. Average
is shown by the white line.
THIS IS AN
OPPORTUNITY
TO COMMUNICATE
2016
Average
START A
CONVERSATION.
THOMAN, LABE ET AL. 2020
[International
Arctic
Research
Center
[IARC;
University
of
Alaska,
Fairbanks]
ACCESSIBILITY
No jargon
Tell a story
Alternative text
Color contrast ratio
Label data directly
Avoid flashing GIFs
Include figure titles
Avoid data overlays
Provide data references
Community Earth System Model v1
(CESM1) using CAM5.2 (1° x 1°)
RCP8.5 (after 2005) – high emission scenario
Fully coupled with 40-member ensemble
Community Earth System Model v1
(CESM1) using CAM5.2 (1° x 1°)
RCP8.5 (after 2005) – high emission scenario
Fully coupled with 40-member ensemble
X
October-November – Relative to the years of 1951-1980
Our planet
without change…
ENGAGE OTHERS.
https://www.oldweather.org/
Crystal Polar Cruise, Aug. 2016
We need scientists.
We need educators.
We need innovators.
We need communicators.
It’s not
too late!
CHECK:
Simple.
Bold.
Stories.
@ZLabe
ZACHARY LABE | 14 FEBRUARY 2022| COLUMBIA UNIVERSITY
Questions!

Mais conteúdo relacionado

Mais procurados

Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...
Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...
Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...Zachary Labe
 
Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...
Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...
Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...Zachary Labe
 
Decadal warming slowdown predictions by an artificial neural network
Decadal warming slowdown predictions by an artificial neural networkDecadal warming slowdown predictions by an artificial neural network
Decadal warming slowdown predictions by an artificial neural networkZachary Labe
 
Trends and regional variability of observed Arctic sea-ice thickness
Trends and regional variability of observed Arctic sea-ice thicknessTrends and regional variability of observed Arctic sea-ice thickness
Trends and regional variability of observed Arctic sea-ice thicknessZachary Labe
 
Improving scientific graphics of climate (change) data
Improving scientific graphics of climate (change) dataImproving scientific graphics of climate (change) data
Improving scientific graphics of climate (change) dataZachary Labe
 
Dissertation Defense: Zachary Labe
Dissertation Defense: Zachary LabeDissertation Defense: Zachary Labe
Dissertation Defense: Zachary LabeZachary Labe
 
2018 Machine Learning and Physical Sciences Symposium
2018 Machine Learning and Physical Sciences Symposium 2018 Machine Learning and Physical Sciences Symposium
2018 Machine Learning and Physical Sciences Symposium Zachary Labe
 
Making Effective Figures
Making Effective FiguresMaking Effective Figures
Making Effective FiguresZachary Labe
 
Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...
Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...
Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...Zachary Labe
 
Exploring climate change signals with explainable AI
Exploring climate change signals with explainable AIExploring climate change signals with explainable AI
Exploring climate change signals with explainable AIZachary Labe
 
poster_ams2014_Kamal
poster_ams2014_Kamalposter_ams2014_Kamal
poster_ams2014_KamalSamy Kamal
 
Using neural networks to explore regional climate patterns in single-forcing ...
Using neural networks to explore regional climate patterns in single-forcing ...Using neural networks to explore regional climate patterns in single-forcing ...
Using neural networks to explore regional climate patterns in single-forcing ...Zachary Labe
 
Assessing climate variability and change with explainable neural networks
Assessing climate variability and change with explainable neural networksAssessing climate variability and change with explainable neural networks
Assessing climate variability and change with explainable neural networksZachary Labe
 
Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...
Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...
Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...Zachary Labe
 
Interaction of climate and wind power
Interaction of climate and wind powerInteraction of climate and wind power
Interaction of climate and wind powerPeter Kalverla
 
PRICIP_poster_2008_Dec
PRICIP_poster_2008_DecPRICIP_poster_2008_Dec
PRICIP_poster_2008_DecLisa Benham
 
WGI: The Physical Science Basis - Overview Presentation, Thomas Stocker
WGI: The Physical Science Basis - Overview Presentation, Thomas StockerWGI: The Physical Science Basis - Overview Presentation, Thomas Stocker
WGI: The Physical Science Basis - Overview Presentation, Thomas Stockeripcc-media
 
2015Sum_LaRC_ArizonaHAQ_Presentation_FD
2015Sum_LaRC_ArizonaHAQ_Presentation_FD2015Sum_LaRC_ArizonaHAQ_Presentation_FD
2015Sum_LaRC_ArizonaHAQ_Presentation_FDEmma Singh Baghel
 

Mais procurados (20)

Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...
Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...
Linking the Quasi-Biennial Oscillation and Projected Arctic Sea-Ice Loss to S...
 
Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...
Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...
Refining projections of the 'warm Arctic, cold Siberia' pattern in climate mo...
 
Decadal warming slowdown predictions by an artificial neural network
Decadal warming slowdown predictions by an artificial neural networkDecadal warming slowdown predictions by an artificial neural network
Decadal warming slowdown predictions by an artificial neural network
 
Trends and regional variability of observed Arctic sea-ice thickness
Trends and regional variability of observed Arctic sea-ice thicknessTrends and regional variability of observed Arctic sea-ice thickness
Trends and regional variability of observed Arctic sea-ice thickness
 
Improving scientific graphics of climate (change) data
Improving scientific graphics of climate (change) dataImproving scientific graphics of climate (change) data
Improving scientific graphics of climate (change) data
 
Dissertation Defense: Zachary Labe
Dissertation Defense: Zachary LabeDissertation Defense: Zachary Labe
Dissertation Defense: Zachary Labe
 
2018 Machine Learning and Physical Sciences Symposium
2018 Machine Learning and Physical Sciences Symposium 2018 Machine Learning and Physical Sciences Symposium
2018 Machine Learning and Physical Sciences Symposium
 
Making Effective Figures
Making Effective FiguresMaking Effective Figures
Making Effective Figures
 
Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...
Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...
Climate Signals in CESM1 Single-Forcing Large Ensembles Revealed by Explainab...
 
Exploring climate change signals with explainable AI
Exploring climate change signals with explainable AIExploring climate change signals with explainable AI
Exploring climate change signals with explainable AI
 
poster_ams2014_Kamal
poster_ams2014_Kamalposter_ams2014_Kamal
poster_ams2014_Kamal
 
Using neural networks to explore regional climate patterns in single-forcing ...
Using neural networks to explore regional climate patterns in single-forcing ...Using neural networks to explore regional climate patterns in single-forcing ...
Using neural networks to explore regional climate patterns in single-forcing ...
 
Assessing climate variability and change with explainable neural networks
Assessing climate variability and change with explainable neural networksAssessing climate variability and change with explainable neural networks
Assessing climate variability and change with explainable neural networks
 
Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...
Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...
Disentangling Climate Forcing in Multi-Model Large Ensembles Using Neural Net...
 
Adam Smith
Adam SmithAdam Smith
Adam Smith
 
Interaction of climate and wind power
Interaction of climate and wind powerInteraction of climate and wind power
Interaction of climate and wind power
 
PRICIP_poster_2008_Dec
PRICIP_poster_2008_DecPRICIP_poster_2008_Dec
PRICIP_poster_2008_Dec
 
Soil and Water Engineering 05
Soil and Water Engineering 05Soil and Water Engineering 05
Soil and Water Engineering 05
 
WGI: The Physical Science Basis - Overview Presentation, Thomas Stocker
WGI: The Physical Science Basis - Overview Presentation, Thomas StockerWGI: The Physical Science Basis - Overview Presentation, Thomas Stocker
WGI: The Physical Science Basis - Overview Presentation, Thomas Stocker
 
2015Sum_LaRC_ArizonaHAQ_Presentation_FD
2015Sum_LaRC_ArizonaHAQ_Presentation_FD2015Sum_LaRC_ArizonaHAQ_Presentation_FD
2015Sum_LaRC_ArizonaHAQ_Presentation_FD
 

Semelhante a Communicating Arctic climate change through data-driven stories

Making effective science figures
Making effective science figuresMaking effective science figures
Making effective science figuresZachary Labe
 
Contrasting polar climate change in the past, present, and future
Contrasting polar climate change in the past, present, and futureContrasting polar climate change in the past, present, and future
Contrasting polar climate change in the past, present, and futureZachary Labe
 
Using visualization to start climate conversations
Using visualization to start climate conversationsUsing visualization to start climate conversations
Using visualization to start climate conversationsZachary Labe
 
Evaluating and communicating Arctic climate change projection
Evaluating and communicating Arctic climate change projectionEvaluating and communicating Arctic climate change projection
Evaluating and communicating Arctic climate change projectionZachary Labe
 
Climate change extremes by season in the United States
Climate change extremes by season in the United StatesClimate change extremes by season in the United States
Climate change extremes by season in the United StatesZachary Labe
 
Monitoring indicators of climate change through data-driven visualization
Monitoring indicators of climate change through data-driven visualizationMonitoring indicators of climate change through data-driven visualization
Monitoring indicators of climate change through data-driven visualizationZachary Labe
 
Using accessible data to communicate global climate change
Using accessible data to communicate global climate changeUsing accessible data to communicate global climate change
Using accessible data to communicate global climate changeZachary Labe
 
Career pathways and research opportunities in the Earth sciences
Career pathways and research opportunities in the Earth sciencesCareer pathways and research opportunities in the Earth sciences
Career pathways and research opportunities in the Earth sciencesZachary Labe
 
Arctic climate through the lens of data visualization
Arctic climate through the lens of data visualizationArctic climate through the lens of data visualization
Arctic climate through the lens of data visualizationZachary Labe
 
Telling data-driven climate stories
Telling data-driven climate storiesTelling data-driven climate stories
Telling data-driven climate storiesZachary Labe
 
2014 Climate Change Connections - Workshop Content & Activities
2014 Climate Change Connections - Workshop Content & Activities 2014 Climate Change Connections - Workshop Content & Activities
2014 Climate Change Connections - Workshop Content & Activities Teresa Eastburn
 
Guest Lecture: Our changing Arctic in the past and future
Guest Lecture: Our changing Arctic in the past and futureGuest Lecture: Our changing Arctic in the past and future
Guest Lecture: Our changing Arctic in the past and futureZachary Labe
 
Making effective and accessible figures
Making effective and accessible figuresMaking effective and accessible figures
Making effective and accessible figuresZachary Labe
 
Visualizing climate change through data
Visualizing climate change through dataVisualizing climate change through data
Visualizing climate change through dataZachary Labe
 
Using data visualization for accessible science (communication)
Using data visualization for accessible science (communication)Using data visualization for accessible science (communication)
Using data visualization for accessible science (communication)Zachary Labe
 
How PRAGMA Can Help Save the Planet
How PRAGMA Can Help Save the PlanetHow PRAGMA Can Help Save the Planet
How PRAGMA Can Help Save the PlanetLarry Smarr
 
Uncle Sam Wants You – In the War Against Climate Change
Uncle Sam Wants You – In the War Against Climate ChangeUncle Sam Wants You – In the War Against Climate Change
Uncle Sam Wants You – In the War Against Climate ChangeElton Sherwin
 
Apollo Energy Program - Not Your Parent's Moon Shot
Apollo Energy Program - Not Your Parent's Moon ShotApollo Energy Program - Not Your Parent's Moon Shot
Apollo Energy Program - Not Your Parent's Moon ShotRobert Cormia
 
How to explain global warming The question of Attribution
How to explain global warming The question of AttributionHow to explain global warming The question of Attribution
How to explain global warming The question of AttributionPazSilviapm
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeLarry Smarr
 

Semelhante a Communicating Arctic climate change through data-driven stories (20)

Making effective science figures
Making effective science figuresMaking effective science figures
Making effective science figures
 
Contrasting polar climate change in the past, present, and future
Contrasting polar climate change in the past, present, and futureContrasting polar climate change in the past, present, and future
Contrasting polar climate change in the past, present, and future
 
Using visualization to start climate conversations
Using visualization to start climate conversationsUsing visualization to start climate conversations
Using visualization to start climate conversations
 
Evaluating and communicating Arctic climate change projection
Evaluating and communicating Arctic climate change projectionEvaluating and communicating Arctic climate change projection
Evaluating and communicating Arctic climate change projection
 
Climate change extremes by season in the United States
Climate change extremes by season in the United StatesClimate change extremes by season in the United States
Climate change extremes by season in the United States
 
Monitoring indicators of climate change through data-driven visualization
Monitoring indicators of climate change through data-driven visualizationMonitoring indicators of climate change through data-driven visualization
Monitoring indicators of climate change through data-driven visualization
 
Using accessible data to communicate global climate change
Using accessible data to communicate global climate changeUsing accessible data to communicate global climate change
Using accessible data to communicate global climate change
 
Career pathways and research opportunities in the Earth sciences
Career pathways and research opportunities in the Earth sciencesCareer pathways and research opportunities in the Earth sciences
Career pathways and research opportunities in the Earth sciences
 
Arctic climate through the lens of data visualization
Arctic climate through the lens of data visualizationArctic climate through the lens of data visualization
Arctic climate through the lens of data visualization
 
Telling data-driven climate stories
Telling data-driven climate storiesTelling data-driven climate stories
Telling data-driven climate stories
 
2014 Climate Change Connections - Workshop Content & Activities
2014 Climate Change Connections - Workshop Content & Activities 2014 Climate Change Connections - Workshop Content & Activities
2014 Climate Change Connections - Workshop Content & Activities
 
Guest Lecture: Our changing Arctic in the past and future
Guest Lecture: Our changing Arctic in the past and futureGuest Lecture: Our changing Arctic in the past and future
Guest Lecture: Our changing Arctic in the past and future
 
Making effective and accessible figures
Making effective and accessible figuresMaking effective and accessible figures
Making effective and accessible figures
 
Visualizing climate change through data
Visualizing climate change through dataVisualizing climate change through data
Visualizing climate change through data
 
Using data visualization for accessible science (communication)
Using data visualization for accessible science (communication)Using data visualization for accessible science (communication)
Using data visualization for accessible science (communication)
 
How PRAGMA Can Help Save the Planet
How PRAGMA Can Help Save the PlanetHow PRAGMA Can Help Save the Planet
How PRAGMA Can Help Save the Planet
 
Uncle Sam Wants You – In the War Against Climate Change
Uncle Sam Wants You – In the War Against Climate ChangeUncle Sam Wants You – In the War Against Climate Change
Uncle Sam Wants You – In the War Against Climate Change
 
Apollo Energy Program - Not Your Parent's Moon Shot
Apollo Energy Program - Not Your Parent's Moon ShotApollo Energy Program - Not Your Parent's Moon Shot
Apollo Energy Program - Not Your Parent's Moon Shot
 
How to explain global warming The question of Attribution
How to explain global warming The question of AttributionHow to explain global warming The question of Attribution
How to explain global warming The question of Attribution
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate Change
 

Mais de Zachary Labe

Explainable AI for distinguishing future climate change scenarios
Explainable AI for distinguishing future climate change scenariosExplainable AI for distinguishing future climate change scenarios
Explainable AI for distinguishing future climate change scenariosZachary Labe
 
Reexamining future projections of Arctic climate linkages
Reexamining future projections of Arctic climate linkagesReexamining future projections of Arctic climate linkages
Reexamining future projections of Arctic climate linkagesZachary Labe
 
Techniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online MediaTechniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online MediaZachary Labe
 
An intro to explainable AI for polar climate science
An intro to  explainable AI for  polar climate scienceAn intro to  explainable AI for  polar climate science
An intro to explainable AI for polar climate scienceZachary Labe
 
Water in a Frozen Arctic: Cross-Disciplinary Perspectives
Water in a Frozen Arctic: Cross-Disciplinary PerspectivesWater in a Frozen Arctic: Cross-Disciplinary Perspectives
Water in a Frozen Arctic: Cross-Disciplinary PerspectivesZachary Labe
 
Explainable AI approach for evaluating climate models in the Arctic
Explainable AI approach for evaluating climate models in the ArcticExplainable AI approach for evaluating climate models in the Arctic
Explainable AI approach for evaluating climate models in the ArcticZachary Labe
 
Explainable neural networks for evaluating patterns of climate change and var...
Explainable neural networks for evaluating patterns of climate change and var...Explainable neural networks for evaluating patterns of climate change and var...
Explainable neural networks for evaluating patterns of climate change and var...Zachary Labe
 
Applications of machine learning for climate change and variability
Applications of machine learning for climate change and variabilityApplications of machine learning for climate change and variability
Applications of machine learning for climate change and variabilityZachary Labe
 
data-driven approach to identifying key regions of change associated with fut...
data-driven approach to identifying key regions of change associated with fut...data-driven approach to identifying key regions of change associated with fut...
data-driven approach to identifying key regions of change associated with fut...Zachary Labe
 
Distinguishing the regional emergence of United States summer temperatures be...
Distinguishing the regional emergence of United States summer temperatures be...Distinguishing the regional emergence of United States summer temperatures be...
Distinguishing the regional emergence of United States summer temperatures be...Zachary Labe
 
Researching and Communicating Our Changing Climate
Researching and Communicating Our Changing ClimateResearching and Communicating Our Changing Climate
Researching and Communicating Our Changing ClimateZachary Labe
 
Revisiting projections of Arctic climate change linkages
Revisiting projections of Arctic climate change linkagesRevisiting projections of Arctic climate change linkages
Revisiting projections of Arctic climate change linkagesZachary Labe
 
Using explainable machine learning to evaluate climate change projections
Using explainable machine learning to evaluate climate change projectionsUsing explainable machine learning to evaluate climate change projections
Using explainable machine learning to evaluate climate change projectionsZachary Labe
 
Climate Projections - What Really is Business as Usual?
Climate Projections - What Really is Business as Usual?Climate Projections - What Really is Business as Usual?
Climate Projections - What Really is Business as Usual?Zachary Labe
 
Techniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online MediaTechniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online MediaZachary Labe
 
Creative machine learning approaches for climate change detection
Creative machine learning approaches for climate change detectionCreative machine learning approaches for climate change detection
Creative machine learning approaches for climate change detectionZachary Labe
 
Using explainable AI to identify key regions of climate change in GFDL SPEAR ...
Using explainable AI to identify key regions of climate change in GFDL SPEAR ...Using explainable AI to identify key regions of climate change in GFDL SPEAR ...
Using explainable AI to identify key regions of climate change in GFDL SPEAR ...Zachary Labe
 
Using explainable machine learning for evaluating patterns of climate change
Using explainable machine learning for evaluating patterns of climate changeUsing explainable machine learning for evaluating patterns of climate change
Using explainable machine learning for evaluating patterns of climate changeZachary Labe
 

Mais de Zachary Labe (19)

Explainable AI for distinguishing future climate change scenarios
Explainable AI for distinguishing future climate change scenariosExplainable AI for distinguishing future climate change scenarios
Explainable AI for distinguishing future climate change scenarios
 
Reexamining future projections of Arctic climate linkages
Reexamining future projections of Arctic climate linkagesReexamining future projections of Arctic climate linkages
Reexamining future projections of Arctic climate linkages
 
Techniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online MediaTechniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online Media
 
An intro to explainable AI for polar climate science
An intro to  explainable AI for  polar climate scienceAn intro to  explainable AI for  polar climate science
An intro to explainable AI for polar climate science
 
Water in a Frozen Arctic: Cross-Disciplinary Perspectives
Water in a Frozen Arctic: Cross-Disciplinary PerspectivesWater in a Frozen Arctic: Cross-Disciplinary Perspectives
Water in a Frozen Arctic: Cross-Disciplinary Perspectives
 
Explainable AI approach for evaluating climate models in the Arctic
Explainable AI approach for evaluating climate models in the ArcticExplainable AI approach for evaluating climate models in the Arctic
Explainable AI approach for evaluating climate models in the Arctic
 
Explainable neural networks for evaluating patterns of climate change and var...
Explainable neural networks for evaluating patterns of climate change and var...Explainable neural networks for evaluating patterns of climate change and var...
Explainable neural networks for evaluating patterns of climate change and var...
 
Applications of machine learning for climate change and variability
Applications of machine learning for climate change and variabilityApplications of machine learning for climate change and variability
Applications of machine learning for climate change and variability
 
data-driven approach to identifying key regions of change associated with fut...
data-driven approach to identifying key regions of change associated with fut...data-driven approach to identifying key regions of change associated with fut...
data-driven approach to identifying key regions of change associated with fut...
 
Distinguishing the regional emergence of United States summer temperatures be...
Distinguishing the regional emergence of United States summer temperatures be...Distinguishing the regional emergence of United States summer temperatures be...
Distinguishing the regional emergence of United States summer temperatures be...
 
Researching and Communicating Our Changing Climate
Researching and Communicating Our Changing ClimateResearching and Communicating Our Changing Climate
Researching and Communicating Our Changing Climate
 
Revisiting projections of Arctic climate change linkages
Revisiting projections of Arctic climate change linkagesRevisiting projections of Arctic climate change linkages
Revisiting projections of Arctic climate change linkages
 
Using explainable machine learning to evaluate climate change projections
Using explainable machine learning to evaluate climate change projectionsUsing explainable machine learning to evaluate climate change projections
Using explainable machine learning to evaluate climate change projections
 
Climate Projections - What Really is Business as Usual?
Climate Projections - What Really is Business as Usual?Climate Projections - What Really is Business as Usual?
Climate Projections - What Really is Business as Usual?
 
Sea Ice Anomalies
Sea Ice AnomaliesSea Ice Anomalies
Sea Ice Anomalies
 
Techniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online MediaTechniques and Considerations for Improving Accessibility in Online Media
Techniques and Considerations for Improving Accessibility in Online Media
 
Creative machine learning approaches for climate change detection
Creative machine learning approaches for climate change detectionCreative machine learning approaches for climate change detection
Creative machine learning approaches for climate change detection
 
Using explainable AI to identify key regions of climate change in GFDL SPEAR ...
Using explainable AI to identify key regions of climate change in GFDL SPEAR ...Using explainable AI to identify key regions of climate change in GFDL SPEAR ...
Using explainable AI to identify key regions of climate change in GFDL SPEAR ...
 
Using explainable machine learning for evaluating patterns of climate change
Using explainable machine learning for evaluating patterns of climate changeUsing explainable machine learning for evaluating patterns of climate change
Using explainable machine learning for evaluating patterns of climate change
 

Último

Topic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptxTopic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptxJorenAcuavera1
 
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxSTOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxMurugaveni B
 
User Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationUser Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationColumbia Weather Systems
 
Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPirithiRaju
 
Pests of soyabean_Binomics_IdentificationDr.UPR.pdf
Pests of soyabean_Binomics_IdentificationDr.UPR.pdfPests of soyabean_Binomics_IdentificationDr.UPR.pdf
Pests of soyabean_Binomics_IdentificationDr.UPR.pdfPirithiRaju
 
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxmalonesandreagweneth
 
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.PraveenaKalaiselvan1
 
trihybrid cross , test cross chi squares
trihybrid cross , test cross chi squarestrihybrid cross , test cross chi squares
trihybrid cross , test cross chi squaresusmanzain586
 
User Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationUser Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationColumbia Weather Systems
 
Harmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms PresentationHarmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms Presentationtahreemzahra82
 
basic entomology with insect anatomy and taxonomy
basic entomology with insect anatomy and taxonomybasic entomology with insect anatomy and taxonomy
basic entomology with insect anatomy and taxonomyDrAnita Sharma
 
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In DubaiDubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubaikojalkojal131
 
Vision and reflection on Mining Software Repositories research in 2024
Vision and reflection on Mining Software Repositories research in 2024Vision and reflection on Mining Software Repositories research in 2024
Vision and reflection on Mining Software Repositories research in 2024AyushiRastogi48
 
The dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxThe dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxEran Akiva Sinbar
 
Citronella presentation SlideShare mani upadhyay
Citronella presentation SlideShare mani upadhyayCitronella presentation SlideShare mani upadhyay
Citronella presentation SlideShare mani upadhyayupadhyaymani499
 
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxTHE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxNandakishor Bhaurao Deshmukh
 
Thermodynamics ,types of system,formulae ,gibbs free energy .pptx
Thermodynamics ,types of system,formulae ,gibbs free energy .pptxThermodynamics ,types of system,formulae ,gibbs free energy .pptx
Thermodynamics ,types of system,formulae ,gibbs free energy .pptxuniversity
 
User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)Columbia Weather Systems
 
GenAI talk for Young at Wageningen University & Research (WUR) March 2024
GenAI talk for Young at Wageningen University & Research (WUR) March 2024GenAI talk for Young at Wageningen University & Research (WUR) March 2024
GenAI talk for Young at Wageningen University & Research (WUR) March 2024Jene van der Heide
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)riyaescorts54
 

Último (20)

Topic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptxTopic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptx
 
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxSTOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
 
User Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationUser Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather Station
 
Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdf
 
Pests of soyabean_Binomics_IdentificationDr.UPR.pdf
Pests of soyabean_Binomics_IdentificationDr.UPR.pdfPests of soyabean_Binomics_IdentificationDr.UPR.pdf
Pests of soyabean_Binomics_IdentificationDr.UPR.pdf
 
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
 
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
 
trihybrid cross , test cross chi squares
trihybrid cross , test cross chi squarestrihybrid cross , test cross chi squares
trihybrid cross , test cross chi squares
 
User Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationUser Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather Station
 
Harmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms PresentationHarmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms Presentation
 
basic entomology with insect anatomy and taxonomy
basic entomology with insect anatomy and taxonomybasic entomology with insect anatomy and taxonomy
basic entomology with insect anatomy and taxonomy
 
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In DubaiDubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
 
Vision and reflection on Mining Software Repositories research in 2024
Vision and reflection on Mining Software Repositories research in 2024Vision and reflection on Mining Software Repositories research in 2024
Vision and reflection on Mining Software Repositories research in 2024
 
The dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxThe dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptx
 
Citronella presentation SlideShare mani upadhyay
Citronella presentation SlideShare mani upadhyayCitronella presentation SlideShare mani upadhyay
Citronella presentation SlideShare mani upadhyay
 
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxTHE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
 
Thermodynamics ,types of system,formulae ,gibbs free energy .pptx
Thermodynamics ,types of system,formulae ,gibbs free energy .pptxThermodynamics ,types of system,formulae ,gibbs free energy .pptx
Thermodynamics ,types of system,formulae ,gibbs free energy .pptx
 
User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)
 
GenAI talk for Young at Wageningen University & Research (WUR) March 2024
GenAI talk for Young at Wageningen University & Research (WUR) March 2024GenAI talk for Young at Wageningen University & Research (WUR) March 2024
GenAI talk for Young at Wageningen University & Research (WUR) March 2024
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
 

Communicating Arctic climate change through data-driven stories