Articles | Volume 15, issue 7
https://doi.org/10.5194/essd-15-3001-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-15-3001-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Radiative sensitivity quantified by a new set of radiation flux kernels based on the ECMWF Reanalysis v5 (ERA5)
Department of Atmospheric and Oceanic Sciences, McGill University, Montréal,
Canada
Department of Atmospheric and Oceanic Sciences, McGill University, Montréal,
Canada
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Cited
19 citations as recorded by crossref.
- Water sources and land capacitor effects stimulate observed summer Arctic moistening and warming I. Baxter et al.
- Atmospheric cloud-radiative heating in CMIP6 and observations and its response to surface warming A. Voigt et al.
- Quantification of Shortwave Surface Albedo Feedback Using a Neural Network Approach D. Diaz Garcia & Y. Huang
- Analyzing the Mediterranean Tropical-like Cyclone Ianos Using the Moist Static Energy Budget M. Saraceni et al.
- Quantum-Inspired Neural Radiative Transfer (QINRT): A Multi-Scale Computational Framework for Next-Generation Climate Intelligence M. Akhtar
- Critical soil moisture thresholds for evapotranspiration in rainfed semi-arid maize in Kenya M. Räsänen et al.
- Extreme summer temperature anomalies over Greenland largely result from clear-sky radiation and circulation anomalies M. Blau et al.
- Arctic as the ‘radiator fins’ of Earth in a warming climate H. Huang & Y. Huang
- Radiative forcing reduced by early twenty-first century increase in land albedo Z. Hou et al.
- Exploring the Sensitivity of Arctic Winter Climate to Aerosol Loading as Simulated in CMIP6 K. Al Hajjar et al.
- Enabling Interaction-Free Continuous Descent Through Eligible Flight Identification and Top-of-Descent Prediction C. Ma et al.
- Increased future ocean heat uptake constrained by Antarctic sea ice extent L. Vogt et al.
- Atmospheric water vapor contribution to interannual variability of Northern Hemisphere summer heatwaves D. Cao et al.
- Clouds reduce downwelling longwave radiation over land in a warming climate L. Liu et al.
- Evaluation of precipitation forecasting base on GraphCast over mainland China Z. Yan et al.
- Compound Dry-Hot Events Intensify Widespread Lake Deoxygenation in China C. Ling et al.
- Spatiotemporal variability in surface radiation and energy budget in the Earth's three poles over the past 20 years P. Yu et al.
- ClimKern v1.2: a new Python package and kernel repository for calculating radiative feedbacks T. Janoski et al.
- A spectral perspective of the clear-sky OLR variability driven by ENSO M. Taddia et al.
19 citations as recorded by crossref.
- Water sources and land capacitor effects stimulate observed summer Arctic moistening and warming I. Baxter et al.
- Atmospheric cloud-radiative heating in CMIP6 and observations and its response to surface warming A. Voigt et al.
- Quantification of Shortwave Surface Albedo Feedback Using a Neural Network Approach D. Diaz Garcia & Y. Huang
- Analyzing the Mediterranean Tropical-like Cyclone Ianos Using the Moist Static Energy Budget M. Saraceni et al.
- Quantum-Inspired Neural Radiative Transfer (QINRT): A Multi-Scale Computational Framework for Next-Generation Climate Intelligence M. Akhtar
- Critical soil moisture thresholds for evapotranspiration in rainfed semi-arid maize in Kenya M. Räsänen et al.
- Extreme summer temperature anomalies over Greenland largely result from clear-sky radiation and circulation anomalies M. Blau et al.
- Arctic as the ‘radiator fins’ of Earth in a warming climate H. Huang & Y. Huang
- Radiative forcing reduced by early twenty-first century increase in land albedo Z. Hou et al.
- Exploring the Sensitivity of Arctic Winter Climate to Aerosol Loading as Simulated in CMIP6 K. Al Hajjar et al.
- Enabling Interaction-Free Continuous Descent Through Eligible Flight Identification and Top-of-Descent Prediction C. Ma et al.
- Increased future ocean heat uptake constrained by Antarctic sea ice extent L. Vogt et al.
- Atmospheric water vapor contribution to interannual variability of Northern Hemisphere summer heatwaves D. Cao et al.
- Clouds reduce downwelling longwave radiation over land in a warming climate L. Liu et al.
- Evaluation of precipitation forecasting base on GraphCast over mainland China Z. Yan et al.
- Compound Dry-Hot Events Intensify Widespread Lake Deoxygenation in China C. Ling et al.
- Spatiotemporal variability in surface radiation and energy budget in the Earth's three poles over the past 20 years P. Yu et al.
- ClimKern v1.2: a new Python package and kernel repository for calculating radiative feedbacks T. Janoski et al.
- A spectral perspective of the clear-sky OLR variability driven by ENSO M. Taddia et al.
Saved (final revised paper)
Latest update: 14 May 2026
Short summary
We present a newly generated set of ERA5-based radiative kernels and compare them with other published kernels for the top of the atmosphere and surface radiation budgets. For both, the discrepancies in sensitivity values are generally of small magnitude, except for temperature kernels for the surface, likely due to improper treatment in the perturbation experiments used for kernel computation. The kernel bias is not a major cause of the inter-GCM (general circulation model) feedback spread.
We present a newly generated set of ERA5-based radiative kernels and compare them with other...
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