Chapter 10 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for CCB 10.4 Figure 1 (v20220622)

Data for CCB 10.4 Figure 1 from Chapter 10 of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).



CCB10.4 Figure 1 shows historical annual-mean surface air temperature linear trend (°C per decade) and its attribution over the Hindu Kush Himalaya (HKH) region.



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How to cite this dataset

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When citing this dataset, please include both the data citation below (under 'Citable as') and the following citation for the report component from which the figure originates:

Doblas-Reyes, F.J., A.A. Sörensson, M. Almazroui, A. Dosio, W.J. Gutowski, R. Haarsma, R. Hamdi, B. Hewitson, W.-T. Kwon, B.L. Lamptey, D. Maraun, T.S. Stephenson, I. Takayabu, L. Terray, A. Turner, and Z. Zuo, 2021: Linking Global to Regional Climate Change. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change[Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 1363–1512, doi:10.1017/9781009157896.012.



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Figure subpanels

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The figure has four subpanels. Data for all subpanels is provided.



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List of data provided

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The data is annual means for:

- Observed and modelled trends over 1961-2014

- Anomalies 1961-2014 with respect to 1961-1980 average for the HKH region mean

- Trends 1961-2014 for the HKH region mean



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Data provided in relation to figure

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Panel (a):

- Data files:

Fig_10_CCB-4_1_panel-a_mapplot_tas_trend_BerkeleyEarth_single_trend.nc,

Fig_10_CCB-4_1_panel-a_mapplot_tas_trend_CRU_single_trend.nc,

Fig_10_CCB-4_1_panel-a_mapplot_tas_trend_APHRO-MA_single_trend.nc,

Fig_10_CCB-4_1_panel-a_mapplot_tas_trend_JRA-55_single_trend.nc;

Observed and reanalysis surface air temperature OLS linear trends over 1961-2014 over the HKH region, from left to right Berkeley Earth, CRU TS, APHRO-MA, JRA-55

Panel (b):

- Data files:

Fig_10_CCB-4_1_panel-b_mapplot_tas_trend_cmip6_CMIP6_min_single-MultiModelMean_trend-min-median-max.nc,

Fig_10_CCB-4_1_panel-b_mapplot_tas_trend_cmip6_CMIP6_MultiModelMedian_single-MultiModelMean_trend-min-median-max.nc,

Fig_10_CCB-4_1_panel-b_mapplot_tas_trend_cmip6_CMIP6_max_single-MultiModelMean_trend-min-median-max.nc;

Modelled surface air temperature OLS linear trends over 1961-2014 over the Hindu Kush Himalaya region, from left to right (CMIP6 models with min (coldest), median and max (warmest) trends)

Panel (c):

- Data file: Fig_10_CCB-4_1_panel-c_timeseries.csv;

Surface air temperature anomalies 1961-2014 in respect to 1961-1980 average for the Hindu Kush Himalaya (HKH) region mean: means of CMIP6 hist all-forcings (red), and the CMIP6 hist all-forcings sample corresponding to DAMIP experiments (pink), for hist-aer (grey) and hist-GHG (pale blue), Berkeley Earth (dark blue), CRU TS (brown), APHRO-MA (light green) and JRA-55 (dark green).

Panel (d):

- Data file: Fig_10_CCB-4_1_panel-d_trends.csv;

Surface air temperature OLS linear trends 1961-2014 for the Hindu Kush Himalaya (HKH) region mean: observed and reanalysis data (Berkeley Earth, CRU TS, APHRO-MA, JRA-55: black crosses), individual members of CMIP6 hist all-forcings (red circles), CMIP6 hist all-forcings sample corresponding to DAMIP experiments (pink circles), CMIP6 hist-GHG (blue triangles), CMIP6 hist-aer (grey triangles), and box-and-whisker plots for the SMILEs: MIROC6, CSIRO-Mk3-6-0, MPI-ESM, d4PDF (grey shading)



Acronyms:

CRU TS- Climatic Research Unit Time Series,

CMIP - Coupled Model Intercomparison Project,

JRA - Japanese 55year Reanalysis,

DAMIP - Detection and Attribution Model Intercomparison Project,

GHG - Greenhouse Gas,

SMILEs - Single model initial-condition large ensembles,

MIROC - Model for Interdisciplinary Research on Climate,

CSIRO -Commonwealth Scientific and Industrial Research Organisation,

MPI - Max-Planck-Institut für Meteorologie,

ESM - Earth System Model, d4PDF - database for policy decision-making for future climate changes,

OLS - ordinary least squares regression.



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Notes on reproducing the figure from the provided data

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The code for ESMValTool is provided.



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Sources of additional information

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The following weblinks are provided in the Related Documents section of this catalogue record:

- Link to the figure on the IPCC AR6 website

- Link to the report component containing the figure (Chapter 10)

- Link to the Supplementary Material for Chapter 10, which contains details on the input data used in Table 10.SM.11

- Link to the code for the figure, archived on Zenodo.

Simple

Date (Publication)
2022-06-29T08:57:27
Date (Creation)
2022-06-29T08:57:27
Citation identifier
https://catalogue.ceda.ac.uk/uuid/e4416a7d02ed4eeb9a971a7d3c2f4e42
Citation identifier
NERC EDS Centre for Environmental Data Analysis / e4416a7d02ed4eeb9a971a7d3c2f4e42
Citation identifier
doi / 10.5285/e4416a7d02ed4eeb9a971a7d3c2f4e42
Point of contact
Organisation name Individual name Electronic mail address Role

Unavailable

Jury, Martin

Unavailable

 		Author

Unavailable

Turner, Andrew

Unavailable

 		Author

Unavailable

Zuo, Zhiyan

Unavailable

 		Author

NERC EDS Centre for Environmental Data Analysis

support@ceda.ac.uk

Custodian

NERC EDS Centre for Environmental Data Analysis

support@ceda.ac.uk

Distributor

NERC EDS Centre for Environmental Data Analysis

support@ceda.ac.uk

pointofContact

NERC EDS Centre for Environmental Data Analysis

support@ceda.ac.uk

Publisher
Maintenance and update frequency
Not planned
Update scope
Dataset
Keywords

  • IPCC-DDC

  • IPCC

  • AR6

  • WG1

  • WGI

  • Sixth Assessment Report

  • Working Group I

  • Physical Science Basis

  • Chapter 10

  • teleconnections

  • drivers

  • feedbacks

  • Linking global to regional

  • Regional scale

  • internal variability

  • forced change

  • model improvements

  • Figure BBB 10.4.1

  • surface air temperature

  • Hindu Kush Himalaya

  • historical period

GEMET - INSPIRE themes, version 1.0

  • atmospheric conditions
Access constraints
Other restrictions
Other constraints
Public data: access to these data is available to both registered and non-registered users.
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Other restrictions
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Under the following licence http://creativecommons.org/licenses/by/4.0/, appropriate use of these data may fall under any use. This message is intended as guidance, always read the full licence. When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record.
Spatial representation type
Grid
Language
English
Topic category
  • Climatology, meteorology, atmosphere
N
S
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W
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Begin date
1961-01-01T12:00:00
End date
2014-12-31T12:00:00
Unique resource identifier
WGS 84
Distribution format
Name Version

txt, netCDF, csv
Distributor contact
Organisation name Individual name Electronic mail address Role

NERC EDS Centre for Environmental Data Analysis

support@ceda.ac.uk

Distributor
OnLine resource
Protocol Linkage Name
https://catalogue.ceda.ac.uk/uuid/e4416a7d02ed4eeb9a971a7d3c2f4e42

CEDA Data Catalogue Page
OnLine resource
Protocol Linkage Name
http://data.ceda.ac.uk/badc/ar6_wg1/data/ch_10/ch10_ccb4_fig1/v20220622

DOWNLOAD
OnLine resource
Protocol Linkage Name
https://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_Chapter10_SM.pdf

SUPPLEMENTARY MATERIAL FOR REPORT CHAPTER: Doblas-Reyes, F.J., A.A. Sörensson, M. Almazroui, A. Dosio, W.J. Gutowski, R. Haarsma, R. Hamdi, B. Hewitson, W.-T. Kwon, B.L. Lamptey, D. Maraun, T.S. Stephenson, I. Takayabu, L. Terray, A. Turner, and Z. Zuo, 2021: Linking Global to Regional Climate Change Supplementary Material. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change

OnLine resource
Protocol Linkage Name
https://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_Chapter10.pdf

ORIGIN OF FIGURE (IPCC REPORT CHAPTER): Doblas-Reyes, F.J., A.A. Sörensson, M. Almazroui, A. Dosio, W.J. Gutowski, R. Haarsma, R. Hamdi, B. Hewitson, W.-T. Kwon, B.L. Lamptey, D. Maraun, T.S. Stephenson, I. Takayabu, L. Terray, A. Turner, and Z. Zuo, 2021: Linking Global to Regional Climate Change. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change

OnLine resource
Protocol Linkage Name
https://doi.org/10.5281/zenodo.6787587

IPCC AR6 WGI - CCB4_Fig1
OnLine resource
Protocol Linkage Name
https://www.ipcc.ch/report/ar6/wg1/figures/chapter-10/ccbox-10-4-figure-1/

LINK TO FIGURE
OnLine resource
Protocol Linkage Name
https://doi.org/10.5281/zenodo.14986561

Complex Citation Object: CMIP6 input data usage information for IPCC WGI AR6 figure CCB10.4.1, Zenodo. https://doi.org/10.5281/zenodo.14986561

Hierarchy level
Dataset

Conformance result

Title

Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services

Date (Publication)
2010-12-08
Statement

Data produced by Intergovernmental Panel on Climate Change (IPCC) authors and supplied for archiving at the Centre for Environmental Data Analysis (CEDA) by the Technical Support Unit (TSU) for IPCC Working Group I (WGI).

Data curated on behalf of the IPCC Data Distribution Centre (IPCC-DDC).

Metadata

File identifier
e4416a7d02ed4eeb9a971a7d3c2f4e42 XML
Metadata language
English
Character set
UTF8
Parent identifier
6fbf9d885b7444aba681868c4006c86a

6fbf9d885b7444aba681868c4006c86a
Hierarchy level
Dataset
Date stamp
2026-03-15T03:23:45
Metadata standard name
UK GEMINI
Metadata standard version

2.3
Metadata author
Organisation name Individual name Electronic mail address Role

NERC EDS Centre for Environmental Data Analysis

support@ceda.ac.uk

Point of contact
 
 

Overviews

Spatial extent

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Keywords

GEMET - INSPIRE themes, version 1.0

atmospheric conditions


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