Headline Indicators for Global Climate Monitoring

The World Meteorological Organization has developed a set of headline indicators for global climate monitoring. These seven indicators are a subset of the existing set of essential climate variables (ECVs) established by the Global Climate Observing System and are intended to provide the most essential parameters representing the state of the climate system. These indicators include global mean surface temperature, global ocean heat content, state of ocean acidification, glacier mass balance, Arctic and Antarctic sea ice extent, global CO2 mole fraction, and global mean sea level. This paper describes how well each of these indicators are currently monitored, including the number and quality of the underlying datasets; the health of those datasets; observation systems used to estimate each indicator; the timeliness of information; and how well recent values can be linked to preindustrial conditions. These aspects vary widely between indicators. While global mean surface temperature is available in close to real time and changes from preindustrial levels can be determined with relatively low uncertainty, this is not the case for many other indicators. Some indicators (e.g., sea ice extent) are largely dependent on satellite data only available in the last 40 years, while some (e.g., ocean acidification) have limited underlying observational bases, and others (e.g., glacial mass balance) with data only available a year or more in arrears.

[1]  Markus G. Donat,et al.  Intercomparison of annual precipitation indices and extremes over global land areas from in situ, space-based and reanalysis products , 2019, Environmental Research Letters.

[2]  A. Cazenave,et al.  Observational Requirements for Long-Term Monitoring of the Global Mean Sea Level and Its Components Over the Altimetry Era , 2019, Front. Mar. Sci..

[3]  Lijing Cheng,et al.  Measuring Global Ocean Heat Content to Estimate the Earth Energy Imbalance , 2019, Front. Mar. Sci..

[4]  A. Arneth,et al.  Framing and Context , 2019 .

[5]  J. Kennedy,et al.  An Ensemble Data Set of Sea Surface Temperature Change From 1850: The Met Office Hadley Centre HadSST.4.0.0.0 Data Set , 2019, Journal of Geophysical Research: Atmospheres.

[6]  C. L. Parkinson,et al.  A 40-y record reveals gradual Antarctic sea ice increases followed by decreases at rates far exceeding the rates seen in the Arctic , 2019, Proceedings of the National Academy of Sciences.

[7]  Bert Wouters,et al.  Global Glacier Mass Loss During the GRACE Satellite Mission (2002-2016) , 2019, Front. Earth Sci..

[8]  N. Eckert,et al.  Global glacier mass changes and their contributions to sea-level rise from 1961 to 2016 , 2019, Nature.

[9]  W. Meier,et al.  Assessing uncertainties in sea ice extent climate indicators , 2019, Environmental Research Letters.

[10]  Pedro Skvarca,et al.  Constraining glacier elevation and mass changes in South America , 2019, Nature Climate Change.

[11]  J. Gregory,et al.  Global reconstruction of historical ocean heat storage and transport , 2019, Proceedings of the National Academy of Sciences.

[12]  W. Paul Menzel,et al.  State of the Climate in 2018 , 2019, Bulletin of the American Meteorological Society.

[13]  J. Blunden,et al.  State of the Climate in 2017 , 2018, Bulletin of the American Meteorological Society.

[14]  S. Kern,et al.  Version 2 of the EUMETSAT OSI SAF and ESA CCI sea-ice concentration climate data records , 2018, The Cryosphere.

[15]  Edward Hanna,et al.  Arctic amplification metrics , 2018, International Journal of Climatology.

[16]  D Masters,et al.  Climate-change–driven accelerated sea-level rise detected in the altimeter era , 2018, Proceedings of the National Academy of Sciences.

[17]  Robert Keeley,et al.  Argo Quality Control Manual for CTD and Trajectory Data , 2018 .

[18]  A. Witze Ageing satellites put crucial sea-ice climate record at risk​ , 2017, Nature.

[19]  Sergei Rudenko,et al.  An improved and homogeneous altimeter sea level record from the ESA Climate Change Initiative , 2017 .

[20]  E. Hawkins,et al.  Estimating Changes in Global Temperature since the Preindustrial Period , 2017 .

[21]  J. Comiso,et al.  Variability and trends in the Arctic Sea ice cover: Results from different techniques , 2017 .

[22]  E. Berthier,et al.  A spatially resolved estimate of High Mountain Asia glacier mass balances, 2000-2016 , 2017, Nature geoscience.

[23]  Elizabeth C. Kent,et al.  ICOADS Release 3.0: a major update to the historical marine climate record , 2017 .

[24]  B. King,et al.  Global and full-depth ocean temperature trends during the early twenty-first century from Argo and repeat hydrography , 2017 .

[25]  John Abraham,et al.  Improved estimates of ocean heat content from 1960 to 2015 , 2017, Science Advances.

[26]  Matthew D. Palmer,et al.  Reconciling Estimates of Ocean Heating and Earth’s Radiation Budget , 2017, Current Climate Change Reports.

[27]  J. Walsh,et al.  A database for depicting Arctic sea ice variations back to 1850 , 2017 .

[28]  J. Thepaut,et al.  A reassessment of temperature variations and trends from global reanalyses and monthly surface climatological datasets , 2017 .

[29]  G. Johnson,et al.  Deep and abyssal ocean warming from 35 years of repeat hydrography , 2016 .

[30]  G. Williams,et al.  A review of recent changes in Southern Ocean sea ice, their drivers and forcings , 2016 .

[31]  John Abraham,et al.  XBT Science: Assessment of Instrumental Biases and Errors , 2016 .

[32]  J. Church,et al.  Ocean temperatures chronicle the ongoing warming of Earth , 2016 .

[33]  Timothy P. Boyer,et al.  Sensitivity of Global Upper-Ocean Heat Content Estimates to Mapping Methods, XBT Bias Corrections, and Baseline Climatologies* , 2016 .

[34]  A. Sterl,et al.  Fifteen years of ocean observations with the global Argo array , 2016 .

[35]  James Hansen,et al.  An imperative to monitor Earth's energy imbalance , 2016 .

[36]  L. Alexander,et al.  How much does it rain over land? , 2016 .

[37]  Tong Lee,et al.  Ocean heat content variability and change in an ensemble of ocean reanalyses , 2017, Climate Dynamics.

[38]  S. Kern,et al.  Inter-comparison and evaluation of sea ice algorithms: towards further identification of challenges and optimal approach using passive microwave observations , 2015 .

[39]  Thomas M. Hamill,et al.  Comparison of Global Precipitation Estimates across a Range of Temporal and Spatial Scales , 2015 .

[40]  A. Simmons,et al.  The Concept of Essential Climate Variables in Support of Climate Research, Applications, and Policy , 2014 .

[41]  C. Buizert,et al.  Centennial-scale changes in the global carbon cycle during the last deglaciation , 2014, Nature.

[42]  David Parkes,et al.  Attribution of global glacier mass loss to anthropogenic and natural causes , 2014, Science.

[43]  Walter N. Meier,et al.  A spurious jump in the satellite record: has Antarctic sea ice expansion been overestimated? , 2014 .

[44]  K. Cowtan,et al.  Coverage bias in the HadCRUT4 temperature series and its impact on recent temperature trends , 2014 .

[45]  T. Bolch,et al.  The Randolph Glacier inventory: a globally complete inventory of glaciers , 2014 .

[46]  Matthew D. Palmer,et al.  Internal variability of Earth’s energy budget simulated by CMIP5 climate models , 2014 .

[47]  Walter N. Meier,et al.  Anomalous Variability in Antarctic Sea Ice Extents During the 1960s With the Use of Nimbus Data , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[48]  Nick Rayner,et al.  EN4: Quality controlled ocean temperature and salinity profiles and monthly objective analyses with uncertainty estimates , 2013 .

[49]  E. Wolff,et al.  A review of sea ice proxy information from polar ice cores , 2013 .

[50]  J. Oerlemans,et al.  A data set of worldwide glacier length fluctuations , 2013 .

[51]  John Abraham,et al.  A review of global ocean temperature observations: Implications for ocean heat content estimates and climate change , 2013, Reviews of Geophysics.

[52]  M. R. van den Broeke,et al.  A Reconciled Estimate of Glacier Contributions to Sea Level Rise: 2003 to 2009 , 2013, Science.

[53]  R. Vose,et al.  Global Land-Based Datasets for Monitoring Climatic Extremes , 2013 .

[54]  Y. Arnaud,et al.  Contrasting patterns of early twenty-first-century glacier mass change in the Himalayas , 2012, Nature.

[55]  D. Roemmich,et al.  135 years of global ocean warming between the Challenger expedition and the Argo Programme , 2012 .

[56]  P. Jones,et al.  Quantifying uncertainties in global and regional temperature change using an ensemble of observational estimates: The HadCRUT4 data set , 2012 .

[57]  L. Thompson,et al.  Reconstructed changes in Arctic sea ice over the past 1,450 years , 2011, Nature.

[58]  P. Brohan,et al.  Estimating sampling uncertainty in fixed‐depth and fixed‐isotherm estimates of ocean warming , 2011 .

[59]  Robert F. Adler,et al.  Precipitation and Temperature Variations on the Interannual Time Scale: Assessing the Impact of ENSO and Volcanic Eruptions , 2011 .

[60]  D. Roemmich Ocean Heat Content , 2011 .

[61]  Gregory C. Johnson,et al.  Warming of Global Abyssal and Deep Southern Ocean Waters between the 1990s and 2000s: Contributions to Global Heat and Sea Level Rise Budgets* , 2010 .

[62]  David T. Bolvin,et al.  Improving the global precipitation record: GPCP Version 2.1 , 2009 .

[63]  G. Johnson,et al.  Estimating Annual Global Upper-Ocean Heat Content Anomalies despite Irregular In Situ Ocean Sampling* , 2008 .

[64]  Thomas C. Peterson,et al.  Monitoring Changes in Climate Extremes: A Tale of International Collaboration , 2008 .

[65]  S. Tett,et al.  Isolating the signal of ocean global warming , 2007 .

[66]  Atsumu Ohmura,et al.  Physical Basis for the Temperature-Based Melt-Index Method , 2001 .

[67]  D. Etheridge,et al.  Natural and anthropogenic changes in atmospheric CO2 over the last 1000 years from air in Antarctic ice and firn , 1996 .

[68]  A. E. Gill Atmosphere-Ocean Dynamics , 1982 .

[69]  R. Braithwaite On Glacier Energy Balance, Ablation, and Air Temperature , 1981, Journal of Glaciology.

[70]  R. B.,et al.  The United Nations , 1947, Nature.