Earth sciences 10 topics
Earth sciences
Climate modeling
10 topics 10 math concepts connects to 5 fields
Climate models simulate the Earth's atmosphere, ocean, and land surface using partial differential equations, fluid dynamics, and radiative transfer theory.
Topics in this field
Carbon Cycle Modeling
Box models of carbon exchange between the atmosphere, ocean, and land biosphere, including feedback parameters that modulate the airborne fraction of emissions.
differential equations dynamical systems
Climate Feedbacks
The physical mechanisms by which an initial warming perturbation is amplified or damped, quantified through the feedback framework and linearized forcing-response relationships.
dynamical systems differential equations
Climate Sensitivity
Quantifying how much global mean temperature responds to a doubling of CO₂, from feedback analysis to paleoclimate and observational constraints.
probability theory dynamical systems bayes theorem
Energy Balance Models
Zero- and one-dimensional models of Earth's temperature from the balance between absorbed solar radiation and outgoing longwave emission.
differential equations dynamical systems
Extreme Events and Climate Attribution
Extreme value theory provides the statistical framework for quantifying rare weather events, their return periods, and their changing likelihood under climate change.
probability theory maximum entropy bayesian theorem
General Circulation Models
Full three-dimensional models of Earth's climate system based on the primitive equations of atmospheric and oceanic fluid dynamics.
partial differential equations numerical methods spectral analysis
Numerical Weather Prediction
Mathematical foundations of operational weather forecasting, from the primitive equations and data assimilation to ensemble prediction and probabilistic skill metrics.
partial differential equations numerical methods probability theory
Ocean Circulation
The physical dynamics of large-scale ocean flow, from geostrophic balance and wind-driven gyres to the thermohaline circulation and ENSO variability.
partial differential equations dynamical systems differential equations
Radiative Forcing
The change in Earth's energy budget caused by an external perturbation, measured in watts per square meter, and its role in attributing observed climate change.
probability theory differential equations
Sea Ice Modeling
Thermodynamic and dynamic modeling of sea ice, including the Stefan freezing condition, viscous-plastic rheology, and Arctic decline under climate change.
partial differential equations differential equations dynamical systems