Annual Time Series of Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature (Version 1.0)

hdl:21.14106/fa1571cd30eb2b9eb6eab7321347fbfe8669d0fa

Calvert, Bruce

Dataset
Summary
This dataset includes global mean surface temperature anomalies for each year from 1850 to 2023. The impacts of sea ice concentrations and an internal variability pattern on surface temperature anomalies are also available. Estimated temperature anomalies include these impacts. The internal variability pattern corresponds well to the El Niño Southern Oscillation. Results of sensitivity tests using alternate sea ice source datasets from the Japanese Meteorological Agency (COBE-SST2) and the National Snow and Ice Data Center (modified G10010v2 appended with G02202v4) are also available.

The maximum likelihood estimation approach allows for the estimated global mean surface temperature anomalies to be temporally complete for the entire time period. Other estimates are also temporally complete.
Project
DCENT_MLE (Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature)
Additional Information
Text File describing Updated Code of Maximum Likelihood Estimates of Temperatures using Data from the Hadley Centre and the Climate Research Unit (Version 1.2)
Code of Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature (Version 1.0)
Information Document of Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature (Version 1.0)
Spatial Coverage
Longitude -180 to 180 Latitude -90 to 90
Temporal Coverage
1850-01-01 to 2023-12-31 (gregorian)
Use constraints
Creative Commons Attribution 4.0 International (CC BY 4.0) (https://creativecommons.org/licenses/by/4.0/)
Data Catalog
World Data Center for Climate
Access constraints
registered users
Size
2.44 MiB (2557971 Byte)
Format
NetCDF
Status
completely archived
Creation Date
Future Review Date
2034-09-21
Download Permission
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Preview data headers
Cite as
[ Derived from parent entry - See data hierarchy tab ]
Calvert, Bruce (2024). Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature (Version 1.0). World Data Center for Climate (WDCC) at DKRZ. https://doi.org/10.26050/WDCC/DCENT_MLE_v1_0

BibTeX RIS
Description
The quality of this dataset has been approved by Bruce T. T. Calvert on September 22, 2024. This dataset is a further derived product (classifying as a level 4 data processing level) derived from various source datasets, including land surface air temperatures of Chan, Gebbie and Huybers (2024), non-infilled DCLSAT, GHCNv4, and CRUTEM5; sea surface temperatures of DCSST; sea ice coverage of HadISST2; measurement and sampling uncertainties of CRUTEM5 and HadSST4; land mask data of OSTIAv2; surface elevation data of GMTED2010; and climate model output of CCSM4 for a pre-industrial control simulation. Sensitivity tests of DCENT_MLE_v1.0 use alternate sea ice source datasets (COBE-SST2, G10010v2, and G02202v4). These source datasets either have had extensive quality control or are themselves further derived products based on source datasets that have had extensive quality control.
Description
Due to the maximum likelihood estimation approach used, the estimated global mean surface temperature anomalies are temporally complete for the entire time period. Other estimates of this dataset are also temporally complete. As a result, there are no missing values in the dataset.
VariableUnit
Covariance Matrix of Impact of Internal Variability Patterns on Global Mean Surface Temperature
K2
Impact of Internal Variability Patterns on Global Mean Surface Temperature Anomaly
degree_Celsius
Impact of Sea Ice Concentrations on Global Mean Surface Temperature Anomaly
degree_Celsius
Lower Bound of 95% Confidence Interval of Global Mean Surface Temperature Anomaly
degree_Celsius
Lower Bound of 95% Confidence Interval of Impact of Internal Variability Patterns on Global Mean Surface Temperature Anomaly
degree_Celsius
Lower Bound of 95% Confidence Interval of Impact of Sea Ice Concentrations on Global Mean Surface Temperature Anomaly
degree_Celsius
Lower Bound of 95% Confidence Interval of Internal Variability Pattern Indices
degree_Celsius
Maximum Likelihood Estimate of Impact of Internal Variability Patterns on Global Mean Surface Temperature Anomaly
degree_Celsius
Maximum Likelihood Estimate of Internal Variability Pattern Indices
degree_Celsius
Median Estimate of Impact of Internal Variability Patterns on Global Mean Surface Temperature Anomaly
degree_Celsius
Median Estimate of Impact of Sea Ice Concentrations on Global Mean Surface Temperature Anomaly
degree_Celsius
Median Estimate of Internal Variability Pattern Indices
degree_Celsius
surface_temperature_anomalyCF
degree_Celsius
Upper Bond of 95% Confidence Interval of Global Mean Surface Temperature Anomaly
degree_Celsius
Upper Bond of 95% Confidence Interval of Impact of Internal Variability Patterns on Global Mean Surface Temperature Anomaly
degree_Celsius
Upper Bond of 95% Confidence Interval of Impact of Sea Ice Concentrations on Global Mean Surface Temperature Anomaly
degree_Celsius
Upper Bond of 95% Confidence Interval of Internal Variability Pattern Indices
degree_Celsius

Parent

Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature (Version 1.0)
Details

Parent project(s)

Maximum Likelihood Estimates of Temperatures using Data from the Dynamically Consistent Ensemble of Temperature

[Entry acronym: DCENT_MLE_v1_0_ann] [Entry id: 5281181]