SlideShare una empresa de Scribd logo
1 de 65
Descargar para leer sin conexión
Using accessible data
to communicate
global climate change
Zachary Labe, PhD
Climate Scientist at NOAA GFDL & Princeton University
Temple University Libraries: Climate Communication Workshop
Learn how to make your research matter – 25 March 2024
Climate Scientist at Princeton University & NOAA GFDL
https://zacklabe.com/
ZACK LABE
RESEARCHER
Climate signal vs. weather noise
@ZLabe
COMMUNICATOR
RESEARCHER
Arctic climate change
STORYTELLER
Simple, bold data visualization
The signal (climate change)
The noise (weather)
…To tell data-driven climate stories…
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Interpret
results
Gather data
and methods
Perform initial
experiments
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Perform initial
experiments
Interpret
results
Gather data
and methods
Home Laptop – 2,000,000,000 instructions per second
Supercomputer – 5,000,000,000,000,000 instructions per second
https://www.ornl.gov/news/ornl-noaa-launch-new-supercomputer-climate-science-research
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Interpret
results
Perform initial
experiments
Gather data
and methods
Find observations/models
Identify statistical,
data science approach
JULY TO AUGUST 2022
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Interpret
results
Perform initial
experiments
Gather data
and methods
Identify statistical,
data science approach
Find observations/models
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Interpret
results
Gather data
and methods
Perform initial
experiments
Run climate model experiments
Write code for analysis,
like machine learning
SEPTEMBER 2022 TO JANUARY 2023
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Interpret
results
Gather data
and methods
Perform initial
experiments
Run climate model experiments
Write code for analysis,
like machine learning
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Gather data
and methods
Perform initial
experiments
Interpret
results
Create graphs, write paper
JANUARY TO JUNE 2023
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Gather data
and methods
Perform initial
experiments
Interpret
results
Create graphs, write paper
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Gather data
and methods
Perform initial
experiments
Interpret
results
Peer-Review
Process
JULY 2023 TO JANUARY 2024
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Gather data
and methods
Perform initial
experiments
Interpret
results
Peer-Review
Process
MY ROLE AS A SCIENTIST:
Identify a problem, topic of interest
and/or scientific hypothesis
Perform initial
experiments
Interpret
results
Gather data
and methods
COMMUNICATE?
July 2022
February 2024
2023
Each line
is one year
of monthly data
NORTHERN HEMISPHERE – TEMPERATURE DEPARTURES BY MONTH
https://www.nbcnews.com/science/science-news/heat-september-extreme-warmth-climate-rcna118401
The Arctic is warming more than 3 times
faster than the global average!
Manabe, S., & Stouffer, R. J. (1980). Sensitivity of a global climate model to an
increase of CO2 concentration in the atmosphere.
Journal of Geophysical Research: Oceans, 85(C10), 5529-5554.
The Arctic is warming more
than 3 times faster than
the global average!
NOW
Start of
satellite-era
DATA VISUALIZATION
IS STORY-TELLING.
Arctic temperature anomalies from 1979 to 2023
DON’T BE
SUCH A
SCIENTIST
WE ARE
DATA
SCIENTISTS
ART BY JILL PELTO
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
“
”
5-year
statistical smoothing
Yearly Mean
Temperature
NASA/GISS/GISTEMPv4
1880 2020
PLOT BY ED HAWKINS
2016 RIO OLYMPICS OPENING CEREMONY
HAWKINS ET AL. 2019
SCHNEIDER
AND
NOCKE,
2017
SCHNEIDER
AND
NOCKE,
2017
SCHNEIDER
AND
NOCKE,
2017
SCHNEIDER
AND
NOCKE,
2017
SCHNEIDER
AND
NOCKE,
2017
THE CLIMATE IS
CHANGING
IN REAL-TIME.
Considering a global view of
temperatures relative to
average – placing weather in
the context of climate
Sep. 2023
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
THIS IS AN
OPPORTUNITY
TO SHARE STORIES.
START A
CONVERSATION.
[International
Arctic
Research
Center
[IARC;
University
of
Alaska,
Fairbanks]
Start a conversation!
NOAA NATIONAL WEATHER SERVICE – PHILADELPHIA, PENNSYLVANIA USA
COULD I DO
SOMETHING
SIMILAR?
A CLIMATE DASHBOARD
MY
DASHBOARD
AN ARCTIC DASHBOARD
https://zacklabe.com/climate-viz-of-the-month/
Raw
Data
WHY?
Transparency
Trust
Accessibility
Open Science
Innovation
Building
relationships
to solve
big challenges
Bringing your
audience
along on your
scientific journey
A renewed focus
on improving
inclusivity
Climate change
information
needs this
Slow to gain,
but quick to lose
PLOT BY ED HAWKINS
DON’T BE
SUCH A
SCIENTIST
WE ARE
DATA
SCIENTISTS
PLOT BY ED HAWKINS
https://showyourstripes.info/
Sharing climate change and extreme events in real-time.
Supporting climate resilience and environmental justice.
Identifying climate impacts with data-driven visualizations.
Considering a diversity of trusted voices to communicate.
Questions!
Zachary Labe | March 2024| zachary.labe@noaa.gov
@ZLabe
https://zacklabe.com/
https://www.slideshare.net/ZacharyLabe/presentations

Más contenido relacionado

Similar a Using accessible data to communicate global climate change

Global Warming Sec 2324
Global Warming Sec 2324Global Warming Sec 2324
Global Warming Sec 2324
Chen Yugin
 
Changes in the atmosphere
Changes in the atmosphereChanges in the atmosphere
Changes in the atmosphere
cdenef
 
Climate change: Changes in the atmosphere
Climate change: Changes in the atmosphereClimate change: Changes in the atmosphere
Climate change: Changes in the atmosphere
cdenef
 
Anthropomorphic, climate change
Anthropomorphic, climate changeAnthropomorphic, climate change
Anthropomorphic, climate change
nybergjohn
 

Similar a Using accessible data to communicate global climate change (20)

Global Warming Sec 2324
Global Warming Sec 2324Global Warming Sec 2324
Global Warming Sec 2324
 
Global Warming Sec 2324
Global Warming Sec 2324Global Warming Sec 2324
Global Warming Sec 2324
 
Joint techs keynote january
Joint techs keynote januaryJoint techs keynote january
Joint techs keynote january
 
Communicating Arctic climate change through data-driven stories
Communicating Arctic climate change through data-driven storiesCommunicating Arctic climate change through data-driven stories
Communicating Arctic climate change through data-driven stories
 
Telling data-driven climate stories
Telling data-driven climate storiesTelling data-driven climate stories
Telling data-driven climate stories
 
2013 Climate Change Connections to our Weather, Environment, and Health
2013 Climate Change Connections to our Weather, Environment, and Health2013 Climate Change Connections to our Weather, Environment, and Health
2013 Climate Change Connections to our Weather, Environment, and Health
 
2017 Climate Change: People, Planet, Policy
2017 Climate Change: People, Planet, Policy2017 Climate Change: People, Planet, Policy
2017 Climate Change: People, Planet, Policy
 
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
 
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
 
Butterfly Satellite Mission Overview
Butterfly Satellite Mission OverviewButterfly Satellite Mission Overview
Butterfly Satellite Mission Overview
 
Using drone data in modelling:A case study applying the BCCVL
Using drone data in modelling:A case study applying the BCCVLUsing drone data in modelling:A case study applying the BCCVL
Using drone data in modelling:A case study applying the BCCVL
 
Learning new climate science by thinking creatively with machine learning
Learning new climate science by thinking creatively with machine learningLearning new climate science by thinking creatively with machine learning
Learning new climate science by thinking creatively with machine learning
 
Changes in the atmosphere
Changes in the atmosphereChanges in the atmosphere
Changes in the atmosphere
 
Climate change: Changes in the atmosphere
Climate change: Changes in the atmosphereClimate change: Changes in the atmosphere
Climate change: Changes in the atmosphere
 
Climate Change Effects -- Grand Junction
Climate Change Effects -- Grand JunctionClimate Change Effects -- Grand Junction
Climate Change Effects -- Grand Junction
 
Edwards climate data detectives - yale 2-2015
Edwards   climate data detectives - yale 2-2015Edwards   climate data detectives - yale 2-2015
Edwards climate data detectives - yale 2-2015
 
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
 
Climate Change: Addressing the Major Skeptic Arguments
Climate Change: Addressing the Major Skeptic ArgumentsClimate Change: Addressing the Major Skeptic Arguments
Climate Change: Addressing the Major Skeptic Arguments
 
Climate change co2 or crop irrigation
Climate change  co2 or crop irrigationClimate change  co2 or crop irrigation
Climate change co2 or crop irrigation
 
Anthropomorphic, climate change
Anthropomorphic, climate changeAnthropomorphic, climate change
Anthropomorphic, climate change
 

Más de Zachary Labe

Más de Zachary Labe (20)

Welcome to GFDL for Take Your Child To Work Day
Welcome to GFDL for Take Your Child To Work DayWelcome to GFDL for Take Your Child To Work Day
Welcome to GFDL for Take Your Child To Work Day
 
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
 
Visualizing climate change through data
Visualizing climate change through dataVisualizing climate change through data
Visualizing climate change through data
 
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 ...
 

Último

Tuberculosis (TB)-Notes.pdf microbiology notes
Tuberculosis (TB)-Notes.pdf microbiology notesTuberculosis (TB)-Notes.pdf microbiology notes
Tuberculosis (TB)-Notes.pdf microbiology notes
jyothisaisri
 
Continuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discsContinuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discs
Sérgio Sacani
 
Isolation of AMF by wet sieving and decantation method pptx
Isolation of AMF by wet sieving and decantation method pptxIsolation of AMF by wet sieving and decantation method pptx
Isolation of AMF by wet sieving and decantation method pptx
GOWTHAMIM22
 

Último (20)

GBSN - Microbiology (Unit 6) Human and Microbial interaction
GBSN - Microbiology (Unit 6) Human and Microbial interactionGBSN - Microbiology (Unit 6) Human and Microbial interaction
GBSN - Microbiology (Unit 6) Human and Microbial interaction
 
family therapy psychotherapy types .pdf
family therapy psychotherapy types  .pdffamily therapy psychotherapy types  .pdf
family therapy psychotherapy types .pdf
 
Tuberculosis (TB)-Notes.pdf microbiology notes
Tuberculosis (TB)-Notes.pdf microbiology notesTuberculosis (TB)-Notes.pdf microbiology notes
Tuberculosis (TB)-Notes.pdf microbiology notes
 
ERTHROPOIESIS: Dr. E. Muralinath & R. Gnana Lahari
ERTHROPOIESIS: Dr. E. Muralinath & R. Gnana LahariERTHROPOIESIS: Dr. E. Muralinath & R. Gnana Lahari
ERTHROPOIESIS: Dr. E. Muralinath & R. Gnana Lahari
 
NuGOweek 2024 programme final FLYER short.pdf
NuGOweek 2024 programme final FLYER short.pdfNuGOweek 2024 programme final FLYER short.pdf
NuGOweek 2024 programme final FLYER short.pdf
 
Virulence Analysis of Citrus canker caused by Xanthomonas axonopodis pv. citr...
Virulence Analysis of Citrus canker caused by Xanthomonas axonopodis pv. citr...Virulence Analysis of Citrus canker caused by Xanthomonas axonopodis pv. citr...
Virulence Analysis of Citrus canker caused by Xanthomonas axonopodis pv. citr...
 
MODERN PHYSICS_REPORTING_QUANTA_.....pdf
MODERN PHYSICS_REPORTING_QUANTA_.....pdfMODERN PHYSICS_REPORTING_QUANTA_.....pdf
MODERN PHYSICS_REPORTING_QUANTA_.....pdf
 
Film Coated Tablet and Film Coating raw materials.pdf
Film Coated Tablet and Film Coating raw materials.pdfFilm Coated Tablet and Film Coating raw materials.pdf
Film Coated Tablet and Film Coating raw materials.pdf
 
Lubrication System in forced feed system
Lubrication System in forced feed systemLubrication System in forced feed system
Lubrication System in forced feed system
 
Manganese‐RichSandstonesasanIndicatorofAncientOxic LakeWaterConditionsinGale...
Manganese‐RichSandstonesasanIndicatorofAncientOxic  LakeWaterConditionsinGale...Manganese‐RichSandstonesasanIndicatorofAncientOxic  LakeWaterConditionsinGale...
Manganese‐RichSandstonesasanIndicatorofAncientOxic LakeWaterConditionsinGale...
 
Continuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discsContinuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discs
 
Developing Distributed High-performance Computing Capabilities of an Open Sci...
Developing Distributed High-performance Computing Capabilities of an Open Sci...Developing Distributed High-performance Computing Capabilities of an Open Sci...
Developing Distributed High-performance Computing Capabilities of an Open Sci...
 
Mining Activity and Investment Opportunity in Myanmar.pptx
Mining Activity and Investment Opportunity in Myanmar.pptxMining Activity and Investment Opportunity in Myanmar.pptx
Mining Activity and Investment Opportunity in Myanmar.pptx
 
Biochemistry and Biomolecules - Science - 9th Grade by Slidesgo.pptx
Biochemistry and Biomolecules - Science - 9th Grade by Slidesgo.pptxBiochemistry and Biomolecules - Science - 9th Grade by Slidesgo.pptx
Biochemistry and Biomolecules - Science - 9th Grade by Slidesgo.pptx
 
Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...
Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...
Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...
 
SaffronCrocusGenomicsThessalonikiOnlineMay2024TalkOnline.pptx
SaffronCrocusGenomicsThessalonikiOnlineMay2024TalkOnline.pptxSaffronCrocusGenomicsThessalonikiOnlineMay2024TalkOnline.pptx
SaffronCrocusGenomicsThessalonikiOnlineMay2024TalkOnline.pptx
 
Information science research with large language models: between science and ...
Information science research with large language models: between science and ...Information science research with large language models: between science and ...
Information science research with large language models: between science and ...
 
Isolation of AMF by wet sieving and decantation method pptx
Isolation of AMF by wet sieving and decantation method pptxIsolation of AMF by wet sieving and decantation method pptx
Isolation of AMF by wet sieving and decantation method pptx
 
MSC IV_Forensic medicine -sexual offence.pdf
MSC IV_Forensic medicine -sexual offence.pdfMSC IV_Forensic medicine -sexual offence.pdf
MSC IV_Forensic medicine -sexual offence.pdf
 
Triploidy ...............................pptx
Triploidy ...............................pptxTriploidy ...............................pptx
Triploidy ...............................pptx
 

Using accessible data to communicate global climate change