Evaluation of climate models
Climate models have continued to be developed and improved since the AR4, and many
models have been extended into Earth System models by including the representation of …
models have been extended into Earth System models by including the representation of …
[BOOK][B] Global optimization methods in geophysical inversion
MK Sen, PL Stoffa - 2013 - books.google.com
Providing an up-to-date overview of the most popular global optimization methods used in
interpreting geophysical observations, this new edition includes a detailed description of the …
interpreting geophysical observations, this new edition includes a detailed description of the …
The art and science of climate model tuning
The process of parameter estimation targeting a chosen set of observations is an essential
aspect of numerical modeling. This process is usually named tuning in the climate modeling …
aspect of numerical modeling. This process is usually named tuning in the climate modeling …
Earth system modeling 2.0: A blueprint for models that learn from observations and targeted high‐resolution simulations
Climate projections continue to be marred by large uncertainties, which originate in
processes that need to be parameterized, such as clouds, convection, and ecosystems. But …
processes that need to be parameterized, such as clouds, convection, and ecosystems. But …
Tuning the climate of a global model
During a development stage global climate models have their properties adjusted or tuned
in various ways to best match the known state of the Earth's climate system. These desired …
in various ways to best match the known state of the Earth's climate system. These desired …
Impacts of forestation and deforestation on local temperature across the globe
Changing forest cover is a key driver of local climate change worldwide, as it affects both
albedo and evapotranspiration (ET). Deforestation and forestation are predicted to have …
albedo and evapotranspiration (ET). Deforestation and forestation are predicted to have …
A Bayesian, spatially-varying calibration model for the TEX86 proxy
TEX 86 is an important proxy for constraining ocean temperatures in the Earth's past.
Current calibrations, however, feature structured residuals indicative of a spatially-varying …
Current calibrations, however, feature structured residuals indicative of a spatially-varying …
Climate model errors, feedbacks and forcings: a comparison of perturbed physics and multi-model ensembles
Ensembles of climate model simulations are required for input into probabilistic
assessments of the risk of future climate change in which uncertainties are quantified. Here …
assessments of the risk of future climate change in which uncertainties are quantified. Here …
[PDF][PDF] Good practice guidance paper on assessing and combining multi model climate projections
CW Team - IPCC Expert meeting on assessing and combining …, 2010 - ipcc.ch
Climate model simulations provide a cornerstone for climate change assessments. This
paper summarizes the discussions and conclusions of the Intergovernmental Panel on …
paper summarizes the discussions and conclusions of the Intergovernmental Panel on …
A machine learning approach to emulation and biophysical parameter estimation with the Community Land Model, version 5
Land models are essential tools for understanding and predicting terrestrial processes and
climate–carbon feedbacks in the Earth system, but uncertainties in their future projections …
climate–carbon feedbacks in the Earth system, but uncertainties in their future projections …