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ERIN WILLIAMSON | ESS 433 SEMINAR 
SNOWBALL EARTH
ARNE MICHEELS, MICHAEL MONTENARI 
A SNOWBALL EARTH VERSUS A SLUSHBALL EARTH: RESULTS FROM 
NEOPROTEROZOIC CLIMATE MODELING SENSITIVITY EXPERIMENTS
WHAT IS THE 
NEOPROTEROZOIC 
SNOWBALL EART H 
HYPOTHESIS?
SNOWBALL EARTH HYPOTHESIS 
• An intense degree of global glaciation between 800-600 million years ago 
• At least two major glaciations can be identified, with a possible third (though 
some posit as many at five) 
• Glacial conditions advanced into the equatorial latitudes via a runaway 
feedback state (ice-albedo feedback) 
• Oceans froze to a depth of ~1 km, forming a dense non-light-transmissive layer 
• Possible causes include a reduction in greenhouse gases, break-up of Rodinia, 
reduced insolation
PROBLEMS WITH A 
SNOWBALL EARTH 
• Evidence of an actively working 
hydrological cycle during the 
Neoproterozoic 
• Existence of a widespread, light-dependent, 
complex microbial 
ecosystem 
• No evidence for a prominent 
extinction phase during that time
AN ALTERNAT I V E : 
SLUSHBALL EARTH 
• Less severe glaciation 
• Ice-free ocean areas at the equator, 
allowing photosynthesis to take place
EXPERIMENTAL DESIGN 
• Earth system model of intermediate complexity (EMIC) Planet Simulator 
• Reliably used for present-day and Miocene climate modeling 
• Neoproterozoic Boundary Conditions for 8 sensitivity experiments 
• adapted paleogeography and paleo-orography 
• lower solar luminosity by -6% 
• present-day orbital parameters
EXPERIMENTAL DESIGN 
• Control Experiment (CTRL) 
• Present day geography, orography, vegetation, sea surface temperature 
(SST) and sea ice cover (SIC) 
• Atmospheric CO2 set to preindustrial concentration of 280 ppm 
• Two different ocean settings: a cool and a cold situation 
• Two different global land surface cover settings: desert versus glaciated 
• Variations of atmospheric CO2: higher versus lower concentrations (510 vs 280)
CLIMATE MODELING 
SENSITIVITY EXPERIMENTS
FIGURE 1 
THE PALEOGEOGRAPHY AND PALEO-OROGRAPHY (IN METERS) AS 
USED FOR ALL NEOPROTERO- ZOIC SENSITIVITY EXPERIMENTS.
DESERT VS GLACIER 
LAND SURFACE COVER 
• Glacier simulations (NEO-2 to 
NEO-4): fully ice-covered continents 
• Desert simulations (NEO-1 and 
NEO-5): completely ice-free with 
sand desert 
• Sand desert used for its higher 
albedo (α = 0.35) than a normal 
desert (α = 0.20)
HIGHER VS LOWER 
CO2 CONCENTRATION 
• 510 ppm vs 280 ppm 
• Atmospheric CO2 concentration of 
510 ppm in a first set of sensitivity 
experiments (NEO-1 to NEO-5) 
• Atmospheric CO2 concentration of 
280 ppm in a second set of sensitivity 
experiments (NEO-3-280 to 
NEO-5-280)
COOL VS COLD 
OCEAN CONDITIONS 
• Cold ocean conditions: NEO-1 and NEO-2 
• Global constant SSTs of 271 K 
• Global ice cover of a depth of 1 m 
• Cool ocean conditions: NEO-3 to NEO-5 
• At the equator, initial SSTs set to 280 K 
and decline to 265 K at the poles. 
• Ice cover where SSTs are below the 
freezing point and set ice depth to 1 m
RESULTS 
• Performed eight Neoproterozoic sensitivity experiments 
• NEO-1 and NEO-2 run in the Planet Simulator for 4 k.y. 
• Result in a snowball Earth 
• NEO-3 to NEO-5-280 run in the Planet Simulator for 1 k.y. 
• Result in a slushball Earth
RESULTS 
THE TIME SERIES OF THE GLOBAL AVERAGE 
TEMPERATURE
RESULTS 
THE GLOBAL SEA ICE DEPTH OF THE 
NEOPROTEROZOIC EXPERIMENTS
CALCULATING THE GLOBAL 
AVERAGE TEMPERATURE 
• T (K) is the global average temperature 
• S↓ and S↑ (W/m2) are the solar and 
terrestrial radiation flux 
• S0 (W/m2) is the solar constant 
• α (fractional) is the planetary albedo, 
• σ = 5.67·10−8 W m–2 K–4 is the Stefan- 
Boltzmann constant 
• RE = 6378 km, the radius of the Earth
CALCULATING THE GLOBAL 
AVERAGE TEMPERATURE 
• For the present-day planetary albedo of 
α = 0.3, this simple energy budget 
results in a global average T = –18.2 °C 
• CTRL simulation is warmer than the 
theoretical value (ΔT = +32.4 °C) due 
to neglecting the greenhouse effect 
• With a planetary albedo corresponding 
to ice (α = 0.7), the resulting T = –70.5 °C 
• NEO-2, global average T = –68.2 °C; 
(ΔT = +2.3 °C)
RESULTS 
THE GLOBAL AVERAGE TEMPERATURES AND THE GLOBAL AVERAGE SEA ICE 
COVER OF THE PRESENT DAY CONTROL RUN AND THE NEOPROTEROZOIC 
EXPERIMENTS
GLOBAL TEMPERATURE AND SEA ICE COVER 
• The snowball experiments NEO-1 and NEO-2 demonstrate much colder 
global temperatures as compared to other modeling studies 
• The global average temperatures of NEO-3 to NEO-5-280 are closer to 
other Neoproterozoic model studies 
• Snowball Earth is obtained (NEO-1 and NEO-2) only if the setup strongly 
pushes the model into this situation
EFFECTS OF CO2 
• Reduction of atmospheric CO2 from 510 
ppm to 280 ppm triggers the climate toward 
cooler conditions 
• The stronger the degree of the Earth’s 
glaciation in the simulations, the less 
sensitive is the climate system reaction to 
variations of greenhouse gas concentrations. 
• An escape from an extreme glaciation 
should require a strongly enhanced CO2 
concentration, eventually resulting in a 
super-greenhouse environment (freeze-fry)
EFFECTS OF LAND 
SURFACE COVER 
• Due to lower albedo, desert 
simulations represent globally 
warmer conditions and less sea ice 
than the runs with continental 
glaciers 
• The formation of continental glaciers 
via the positive ice-albedo feedback 
might have contributed significantly 
to a widespread freezing of the 
Neoproterozoic Earth
RESULTS 
THE MEAN ANNUAL TEMPERATURES (C) AND SEA ICE 
MARGIN OF THE NEOPROTEROZOIC EXPERIMENTS
RESULTS 
THE MEAN ANNUAL TEMPERATURES (C) AND SEA ICE 
MARGIN OF THE NEOPROTEROZOIC EXPERIMENTS
RESULTS 
THE MEAN ANNUAL TEMPERATURES (C) AND SEA ICE 
MARGIN OF THE NEOPROTEROZOIC EXPERIMENTS
HYDROLOGICAL CYCLE AND THE FOSSIL RECORD 
• Evidence that contradicts the snowball hypothesis agrees with the ice-free 
ocean belt in the slushball scenarios. 
• NEO-3 to NEO-5-280 supports that there may have been ice-free 
regions; Thick layers from some formations of the Neoproterozoic glacial 
phase support that there was an actively working hydrological cycle. 
• The scenario of a snowball Earth would show a massive extinction, 
especially affecting the light-dependent organisms, such as 
photoautotrophic prokaryotes and eukaryotes; There is no reliable 
evidence for a global extinction event.
LOW TEMPERATURES AND CO2 
• Minimum temps. in NEO-2 fall below the sublimation/deposition point of CO2 
• If the Neoproterozoic was so cold (-110 °C in some models), is it possible and 
reasonable that CO22 could have changed from gas to solid phase in winter? 
• The greenhouse effect of increasing concentrations of CO2 could be nullified 
• The possibility of the occurrence of carbon dioxide ice increases 
• The escape out of a snowball Earth becomes difficult if atmospheric carbon 
dioxide and, therefore, the greenhouse effect are reduced due to phase 
changes of CO2
FIGURE 5 
THE ZONAL AVERAGES OF THE MEAN TEMPERATURES 
OF THE NEOPROTEROZOIC EXPERIMENTS
WEAK POINTS OF THE MODEL RUNS 
• Used no explicit flux correction and do not consider that ocean currents 
east of Rodinia should transport warmer water masses toward middle and 
high latitudes, while western ones should bring cooler water into low 
latitudes 
• Uncertainties with respect to the paleogeography and paleo-orography 
• Further model experiments could focus on the sensitivity with respect to 
the paleogeography and paleo-orography
SUMMARY 
• Earth system model of intermediate 
complexity, Planet Simulator 
• Cool versus a cold ocean 
• Desert versus a glacier land surface 
• Higher versus a lower atmospheric 
concentration of carbon dioxide
SUMMARY 
• NEO-1 and NEO-2 support the snowball earth 
hypothesis with extremely cold conditions 
• NEO-3 to NEO-5 support a less severe 
slushball earth with moderately cold conditions 
• Relatively ice-free equatorial belt and lower 
latitudes 
• A strongly enhanced CO2 concentration is 
required to escape the frozen situation, which 
would result in an extreme greenhouse world. 
• Future model studies should address how 
much CO2 is needed to melt a snowball 
earth
SENSITIVITY EXPERIMENTS WITH THE PLANET SIMULATOR SUPPORT A 
NEOPROTEROZOIC SLUSHBALL 
MORE THAN A SNOWBALL
REFERENCE 
• Micheels, A., and M. Montenari (2008), A snowball Earth versus a slushball 
Earth: Results from Neoproterozoic climate modeling sensitivity 
experiments, Geosphere, v. 4, no. 2, p. 401-410, doi: 10.1130/GES00098.1
QUESTIONS?

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Erin williamson ess433-seminar-snowball

  • 1. ERIN WILLIAMSON | ESS 433 SEMINAR SNOWBALL EARTH
  • 2. ARNE MICHEELS, MICHAEL MONTENARI A SNOWBALL EARTH VERSUS A SLUSHBALL EARTH: RESULTS FROM NEOPROTEROZOIC CLIMATE MODELING SENSITIVITY EXPERIMENTS
  • 3. WHAT IS THE NEOPROTEROZOIC SNOWBALL EART H HYPOTHESIS?
  • 4. SNOWBALL EARTH HYPOTHESIS • An intense degree of global glaciation between 800-600 million years ago • At least two major glaciations can be identified, with a possible third (though some posit as many at five) • Glacial conditions advanced into the equatorial latitudes via a runaway feedback state (ice-albedo feedback) • Oceans froze to a depth of ~1 km, forming a dense non-light-transmissive layer • Possible causes include a reduction in greenhouse gases, break-up of Rodinia, reduced insolation
  • 5. PROBLEMS WITH A SNOWBALL EARTH • Evidence of an actively working hydrological cycle during the Neoproterozoic • Existence of a widespread, light-dependent, complex microbial ecosystem • No evidence for a prominent extinction phase during that time
  • 6. AN ALTERNAT I V E : SLUSHBALL EARTH • Less severe glaciation • Ice-free ocean areas at the equator, allowing photosynthesis to take place
  • 7. EXPERIMENTAL DESIGN • Earth system model of intermediate complexity (EMIC) Planet Simulator • Reliably used for present-day and Miocene climate modeling • Neoproterozoic Boundary Conditions for 8 sensitivity experiments • adapted paleogeography and paleo-orography • lower solar luminosity by -6% • present-day orbital parameters
  • 8. EXPERIMENTAL DESIGN • Control Experiment (CTRL) • Present day geography, orography, vegetation, sea surface temperature (SST) and sea ice cover (SIC) • Atmospheric CO2 set to preindustrial concentration of 280 ppm • Two different ocean settings: a cool and a cold situation • Two different global land surface cover settings: desert versus glaciated • Variations of atmospheric CO2: higher versus lower concentrations (510 vs 280)
  • 10. FIGURE 1 THE PALEOGEOGRAPHY AND PALEO-OROGRAPHY (IN METERS) AS USED FOR ALL NEOPROTERO- ZOIC SENSITIVITY EXPERIMENTS.
  • 11. DESERT VS GLACIER LAND SURFACE COVER • Glacier simulations (NEO-2 to NEO-4): fully ice-covered continents • Desert simulations (NEO-1 and NEO-5): completely ice-free with sand desert • Sand desert used for its higher albedo (α = 0.35) than a normal desert (α = 0.20)
  • 12. HIGHER VS LOWER CO2 CONCENTRATION • 510 ppm vs 280 ppm • Atmospheric CO2 concentration of 510 ppm in a first set of sensitivity experiments (NEO-1 to NEO-5) • Atmospheric CO2 concentration of 280 ppm in a second set of sensitivity experiments (NEO-3-280 to NEO-5-280)
  • 13. COOL VS COLD OCEAN CONDITIONS • Cold ocean conditions: NEO-1 and NEO-2 • Global constant SSTs of 271 K • Global ice cover of a depth of 1 m • Cool ocean conditions: NEO-3 to NEO-5 • At the equator, initial SSTs set to 280 K and decline to 265 K at the poles. • Ice cover where SSTs are below the freezing point and set ice depth to 1 m
  • 14. RESULTS • Performed eight Neoproterozoic sensitivity experiments • NEO-1 and NEO-2 run in the Planet Simulator for 4 k.y. • Result in a snowball Earth • NEO-3 to NEO-5-280 run in the Planet Simulator for 1 k.y. • Result in a slushball Earth
  • 15. RESULTS THE TIME SERIES OF THE GLOBAL AVERAGE TEMPERATURE
  • 16. RESULTS THE GLOBAL SEA ICE DEPTH OF THE NEOPROTEROZOIC EXPERIMENTS
  • 17.
  • 18. CALCULATING THE GLOBAL AVERAGE TEMPERATURE • T (K) is the global average temperature • S↓ and S↑ (W/m2) are the solar and terrestrial radiation flux • S0 (W/m2) is the solar constant • α (fractional) is the planetary albedo, • σ = 5.67·10−8 W m–2 K–4 is the Stefan- Boltzmann constant • RE = 6378 km, the radius of the Earth
  • 19. CALCULATING THE GLOBAL AVERAGE TEMPERATURE • For the present-day planetary albedo of α = 0.3, this simple energy budget results in a global average T = –18.2 °C • CTRL simulation is warmer than the theoretical value (ΔT = +32.4 °C) due to neglecting the greenhouse effect • With a planetary albedo corresponding to ice (α = 0.7), the resulting T = –70.5 °C • NEO-2, global average T = –68.2 °C; (ΔT = +2.3 °C)
  • 20. RESULTS THE GLOBAL AVERAGE TEMPERATURES AND THE GLOBAL AVERAGE SEA ICE COVER OF THE PRESENT DAY CONTROL RUN AND THE NEOPROTEROZOIC EXPERIMENTS
  • 21. GLOBAL TEMPERATURE AND SEA ICE COVER • The snowball experiments NEO-1 and NEO-2 demonstrate much colder global temperatures as compared to other modeling studies • The global average temperatures of NEO-3 to NEO-5-280 are closer to other Neoproterozoic model studies • Snowball Earth is obtained (NEO-1 and NEO-2) only if the setup strongly pushes the model into this situation
  • 22. EFFECTS OF CO2 • Reduction of atmospheric CO2 from 510 ppm to 280 ppm triggers the climate toward cooler conditions • The stronger the degree of the Earth’s glaciation in the simulations, the less sensitive is the climate system reaction to variations of greenhouse gas concentrations. • An escape from an extreme glaciation should require a strongly enhanced CO2 concentration, eventually resulting in a super-greenhouse environment (freeze-fry)
  • 23. EFFECTS OF LAND SURFACE COVER • Due to lower albedo, desert simulations represent globally warmer conditions and less sea ice than the runs with continental glaciers • The formation of continental glaciers via the positive ice-albedo feedback might have contributed significantly to a widespread freezing of the Neoproterozoic Earth
  • 24. RESULTS THE MEAN ANNUAL TEMPERATURES (C) AND SEA ICE MARGIN OF THE NEOPROTEROZOIC EXPERIMENTS
  • 25. RESULTS THE MEAN ANNUAL TEMPERATURES (C) AND SEA ICE MARGIN OF THE NEOPROTEROZOIC EXPERIMENTS
  • 26. RESULTS THE MEAN ANNUAL TEMPERATURES (C) AND SEA ICE MARGIN OF THE NEOPROTEROZOIC EXPERIMENTS
  • 27.
  • 28. HYDROLOGICAL CYCLE AND THE FOSSIL RECORD • Evidence that contradicts the snowball hypothesis agrees with the ice-free ocean belt in the slushball scenarios. • NEO-3 to NEO-5-280 supports that there may have been ice-free regions; Thick layers from some formations of the Neoproterozoic glacial phase support that there was an actively working hydrological cycle. • The scenario of a snowball Earth would show a massive extinction, especially affecting the light-dependent organisms, such as photoautotrophic prokaryotes and eukaryotes; There is no reliable evidence for a global extinction event.
  • 29. LOW TEMPERATURES AND CO2 • Minimum temps. in NEO-2 fall below the sublimation/deposition point of CO2 • If the Neoproterozoic was so cold (-110 °C in some models), is it possible and reasonable that CO22 could have changed from gas to solid phase in winter? • The greenhouse effect of increasing concentrations of CO2 could be nullified • The possibility of the occurrence of carbon dioxide ice increases • The escape out of a snowball Earth becomes difficult if atmospheric carbon dioxide and, therefore, the greenhouse effect are reduced due to phase changes of CO2
  • 30. FIGURE 5 THE ZONAL AVERAGES OF THE MEAN TEMPERATURES OF THE NEOPROTEROZOIC EXPERIMENTS
  • 31. WEAK POINTS OF THE MODEL RUNS • Used no explicit flux correction and do not consider that ocean currents east of Rodinia should transport warmer water masses toward middle and high latitudes, while western ones should bring cooler water into low latitudes • Uncertainties with respect to the paleogeography and paleo-orography • Further model experiments could focus on the sensitivity with respect to the paleogeography and paleo-orography
  • 32. SUMMARY • Earth system model of intermediate complexity, Planet Simulator • Cool versus a cold ocean • Desert versus a glacier land surface • Higher versus a lower atmospheric concentration of carbon dioxide
  • 33. SUMMARY • NEO-1 and NEO-2 support the snowball earth hypothesis with extremely cold conditions • NEO-3 to NEO-5 support a less severe slushball earth with moderately cold conditions • Relatively ice-free equatorial belt and lower latitudes • A strongly enhanced CO2 concentration is required to escape the frozen situation, which would result in an extreme greenhouse world. • Future model studies should address how much CO2 is needed to melt a snowball earth
  • 34. SENSITIVITY EXPERIMENTS WITH THE PLANET SIMULATOR SUPPORT A NEOPROTEROZOIC SLUSHBALL MORE THAN A SNOWBALL
  • 35. REFERENCE • Micheels, A., and M. Montenari (2008), A snowball Earth versus a slushball Earth: Results from Neoproterozoic climate modeling sensitivity experiments, Geosphere, v. 4, no. 2, p. 401-410, doi: 10.1130/GES00098.1