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[HTML][HTML] Machine learning methods in weather and climate applications: A survey
With the rapid development of artificial intelligence, machine learning is gradually becoming
popular for predictions in all walks of life. In meteorology, it is gradually competing with …
popular for predictions in all walks of life. In meteorology, it is gradually competing with …
Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 Earth system models
For the current generation of earth system models participating in the Coupled Model
Intercomparison Project Phase 6 (CMIP6), the range of equilibrium climate sensitivity (ECS …
Intercomparison Project Phase 6 (CMIP6), the range of equilibrium climate sensitivity (ECS …
Weather and climate extreme events in a changing climate
SI Seneviratne, X Zhang, M Adnan, W Badi… - 2021 - centaur.reading.ac.uk
Caption: Table A. 11. 2. Synthesis table summarising assessments presented in Tables 11.4-
11.21 for hot extremes (HOT EXT.), heavy precipitation (HEAVY PRECIP.), agriculture and …
11.21 for hot extremes (HOT EXT.), heavy precipitation (HEAVY PRECIP.), agriculture and …
Future global climate: scenario-based projections and near-term information
This chapter assesses simulations of future global climate change, spanning time horizons
from the near term (2021–2040), mid-term (2041–2060), and long term (2081–2100) out to …
from the near term (2021–2040), mid-term (2041–2060), and long term (2081–2100) out to …
The GFDL Earth System Model version 4.1 (GFDL‐ESM 4.1): Overall coupled model description and simulation characteristics
We describe the baseline coupled model configuration and simulation characteristics of
GFDL's Earth System Model Version 4.1 (ESM4. 1), which builds on component and coupled …
GFDL's Earth System Model Version 4.1 (ESM4. 1), which builds on component and coupled …
Causes of higher climate sensitivity in CMIP6 models
Equilibrium climate sensitivity, the global surface temperature response to CO doubling, has
been persistently uncertain. Recent consensus places it likely within 1.5–4.5 K. Global …
been persistently uncertain. Recent consensus places it likely within 1.5–4.5 K. Global …
Changing ocean, marine ecosystems, and dependent communities
NL Bindoff, WWL Cheung, JG Kairo, J Arístegui… - 2019 - ri.conicet.gov.ar
The ocean is a key component of the Earth system (Chapter 1) as it provides essential life
supporting services (Inniss et al. 2017). For example, it stores heat trapped in the …
supporting services (Inniss et al. 2017). For example, it stores heat trapped in the …
Exacerbated summer European warming not captured by climate models neglecting long-term aerosol changes
In much of western-central Europe, summer temperatures have surged three times faster
than the global mean warming since 1980, yet this is not captured by most climate model …
than the global mean warming since 1980, yet this is not captured by most climate model …
[HTML][HTML] The Canadian earth system model version 5 (CanESM5. 0.3)
Abstract The Canadian Earth System Model version 5 (CanESM5) is a global model
developed to simulate historical climate change and variability, to make centennial-scale …
developed to simulate historical climate change and variability, to make centennial-scale …
Human influence on the climate system (Chapter 3)
V Eyring, NP Gillett, KM Achuta Rao, R Barimalala… - 2021 - pure.iiasa.ac.at
The AR5 concluded that human influence on the climate system is clear, evident from
increasing greenhouse gas concentrations in the atmosphere, positive radiative forcing …
increasing greenhouse gas concentrations in the atmosphere, positive radiative forcing …