From f49bf9cc3eecc5f28f170cf4c9c0284772d25da0 Mon Sep 17 00:00:00 2001 From: Hauke Schulz <43613877+observingClouds@users.noreply.github.com> Date: Mon, 11 Mar 2024 21:33:56 -0700 Subject: [PATCH 1/6] add link to doc --- how_to_eurec4a/_toc.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/how_to_eurec4a/_toc.yml b/how_to_eurec4a/_toc.yml index ee48950..0547019 100644 --- a/how_to_eurec4a/_toc.yml +++ b/how_to_eurec4a/_toc.yml @@ -41,6 +41,7 @@ chapters: - file: icon_les sections: - file: icon_les-pamtra + - file: icon_les-warming - file: botany_dales - file: auxiliary_datasets sections: From 4b353abf3be00e5281672d5c5c8f9fa124a011c7 Mon Sep 17 00:00:00 2001 From: Hauke Schulz <43613877+observingClouds@users.noreply.github.com> Date: Mon, 11 Mar 2024 21:35:49 -0700 Subject: [PATCH 2/6] WIP: icon_les-warming.md --- how_to_eurec4a/icon_les-warming.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 how_to_eurec4a/icon_les-warming.md diff --git a/how_to_eurec4a/icon_les-warming.md b/how_to_eurec4a/icon_les-warming.md new file mode 100644 index 0000000..187cf13 --- /dev/null +++ b/how_to_eurec4a/icon_les-warming.md @@ -0,0 +1,14 @@ +--- +jupytext: + text_representation: + extension: .md + format_name: myst + format_version: 0.12 + jupytext_version: 1.7.1 +kernelspec: + display_name: Python 3 + language: python + name: python3 +--- + +# EUREC4A warming experiments with ICON-LES From 27a450e828352a2c27e98b0d0845acc99dd69b1b Mon Sep 17 00:00:00 2001 From: h_campos Date: Tue, 12 Mar 2024 08:26:16 +0100 Subject: [PATCH 3/6] added project description --- how_to_eurec4a/icon_les-warming.md | 32 ++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/how_to_eurec4a/icon_les-warming.md b/how_to_eurec4a/icon_les-warming.md index 187cf13..a9cfc21 100644 --- a/how_to_eurec4a/icon_les-warming.md +++ b/how_to_eurec4a/icon_les-warming.md @@ -12,3 +12,35 @@ kernelspec: --- # EUREC4A warming experiments with ICON-LES + +## Motivation + +We aim to get a deeper understanding of trade wind cloud feedback. The quantitative aspect of this is getting an accurate estimate of the magnitude of cloud feedback, the qualitative aspect is getting a better understanding of processes involved in the clouds response to global warming. Our large-domain LES with realistic boundary conditions allows a good representation of mesoscale processes and thus opens a unique view on this topic. + +## Domain + +We use the non-hydrostatic ICON model with two nested domains in the EUREC4A field campaign area. The simulations with unperturbed boundary conditions (our control run) are available as part of the [eurec4a intake catalog](https://github.com/eurec4a/eurec4a-intake) (Schulz & Stevens, 2023). + +![](https://gitlab.gwdg.de/hernan.campos/warm_eurec4a/-/raw/f107ebccdd2940629f9d388cdbed1a48bc643367/03_adiabatic_warming/img/fig_rectangle_domains_1and2_with_resolution.png) + +## Forcing + +For the process understanding we will follow the idea that the effects of global warming on the trade wind regime can be separated into a dynamic (large scale circulation changes) and a thermodynamic part (increased temperatures; Bony et al., 2004). To get an accurate estimate we will use the pseudo global warming technique (PGW) with its comprehensive and realistic, GCM derived climate change signal, which combines and scales thermodynamic and dynamic effects. This leaves us with three warming experiment setups: + +- A thermodynamic global warming, increasing only (surface and air) temperatures by 4 kelvin. +- A dynamic global warming, only decreasing the subsidence, mimicing the slow down of the hadley circulation +- A pseudo-global warming (PGW) experiment, aiming for a comprehensible, multi-variable climate change signal. + + +### Thermodynamic global warming + +In this - our first - setup we raise the surface temperature by 4 kelvin. To extrapolate this warming into the vertical profile, we construct two moist adiabatic profiles from two surface temperatures and use the difference between the two as a *delta*. This idealised *delta* is then added to the existing boundary conditions of the control setup. We keep relative humidity constant through warming by adjusting the specific humidity accordingly. + +![](https://gitlab.gwdg.de/hernan.campos/warm_eurec4a/-/raw/main/03_adiabatic_warming/img/fig_delta_from_moist_adiabats_4K.png?ref_type=heads) + + + +#### References + +- Bony, S., Dufresne, J. L., Le Treut, H., Morcrette, J. J., & Senior, C. (2004). On dynamic and thermodynamic components of cloud changes. *Climate dynamics*, 22, 71-86., DOI: [10.1007/s00382-003-0369-6](https://doi.org/10.1007/s00382-003-0369-6) +- Schulz, H., & Stevens, B. (2023). Evaluating Large‐Domain, Hecto‐Meter, Large‐Eddy Simulations of Trade‐Wind Clouds Using EUREC4A Data. *Journal of Advances in Modeling Earth Systems*, 15(10), e2023MS003648., DOI: [10.1029/2023MS003648](https://doi.org/10.1029/2023MS003648) From 0bbb23c0fbd42afd20f1ff4fc7717a463e70eee7 Mon Sep 17 00:00:00 2001 From: Hauke Schulz <43613877+observingClouds@users.noreply.github.com> Date: Thu, 14 Mar 2024 16:24:18 -0700 Subject: [PATCH 4/6] - small changes; add refs to bib --- how_to_eurec4a/icon_les-warming.md | 17 ++++++++--------- how_to_eurec4a/references.bib | 24 ++++++++++++++++++++++++ 2 files changed, 32 insertions(+), 9 deletions(-) diff --git a/how_to_eurec4a/icon_les-warming.md b/how_to_eurec4a/icon_les-warming.md index a9cfc21..8f424b7 100644 --- a/how_to_eurec4a/icon_les-warming.md +++ b/how_to_eurec4a/icon_les-warming.md @@ -15,32 +15,31 @@ kernelspec: ## Motivation -We aim to get a deeper understanding of trade wind cloud feedback. The quantitative aspect of this is getting an accurate estimate of the magnitude of cloud feedback, the qualitative aspect is getting a better understanding of processes involved in the clouds response to global warming. Our large-domain LES with realistic boundary conditions allows a good representation of mesoscale processes and thus opens a unique view on this topic. +We aim to get a deeper understanding of the trade-wind cloud feedback. The quantitative aspect of this is to get an accurate estimate of the magnitude of cloud feedback, the qualitative aspect is to get a better understanding of processes involved in the clouds' response to global warming. Our large-domain LES with realistic boundary conditions allows a good representation of mesoscale processes and thus opens a unique view on this topic. ## Domain -We use the non-hydrostatic ICON model with two nested domains in the EUREC4A field campaign area. The simulations with unperturbed boundary conditions (our control run) are available as part of the [eurec4a intake catalog](https://github.com/eurec4a/eurec4a-intake) (Schulz & Stevens, 2023). +We use the non-hydrostatic ICON model with two nested domains in the EUREC4A field campaign area. The simulations with unperturbed boundary conditions (our control run) are available as part of the [EUREC4A intake catalog](https://github.com/eurec4a/eurec4a-intake) {cite:p}`Schulz_Stevens:2023`. ![](https://gitlab.gwdg.de/hernan.campos/warm_eurec4a/-/raw/f107ebccdd2940629f9d388cdbed1a48bc643367/03_adiabatic_warming/img/fig_rectangle_domains_1and2_with_resolution.png) ## Forcing -For the process understanding we will follow the idea that the effects of global warming on the trade wind regime can be separated into a dynamic (large scale circulation changes) and a thermodynamic part (increased temperatures; Bony et al., 2004). To get an accurate estimate we will use the pseudo global warming technique (PGW) with its comprehensive and realistic, GCM derived climate change signal, which combines and scales thermodynamic and dynamic effects. This leaves us with three warming experiment setups: +For the process understanding we will follow the idea that the effects of global warming on the trade-wind regime can be separated into a dynamic (large scale circulation changes) and a thermodynamic part (increased temperatures; {cite:t}`Bonyetal:2004`). To get an accurate estimate we will use the pseudo global warming technique (PGW) with its comprehensive and realistic, GCM derived, climate change signal, which combines and scales thermodynamic and dynamic effects. This leaves us with three warming experiment setups: - A thermodynamic global warming, increasing only (surface and air) temperatures by 4 kelvin. - A dynamic global warming, only decreasing the subsidence, mimicing the slow down of the hadley circulation - A pseudo-global warming (PGW) experiment, aiming for a comprehensible, multi-variable climate change signal. -### Thermodynamic global warming +## Thermodynamic global warming In this - our first - setup we raise the surface temperature by 4 kelvin. To extrapolate this warming into the vertical profile, we construct two moist adiabatic profiles from two surface temperatures and use the difference between the two as a *delta*. This idealised *delta* is then added to the existing boundary conditions of the control setup. We keep relative humidity constant through warming by adjusting the specific humidity accordingly. ![](https://gitlab.gwdg.de/hernan.campos/warm_eurec4a/-/raw/main/03_adiabatic_warming/img/fig_delta_from_moist_adiabats_4K.png?ref_type=heads) +## A dynamic global warming +__in planning__ - -#### References - -- Bony, S., Dufresne, J. L., Le Treut, H., Morcrette, J. J., & Senior, C. (2004). On dynamic and thermodynamic components of cloud changes. *Climate dynamics*, 22, 71-86., DOI: [10.1007/s00382-003-0369-6](https://doi.org/10.1007/s00382-003-0369-6) -- Schulz, H., & Stevens, B. (2023). Evaluating Large‐Domain, Hecto‐Meter, Large‐Eddy Simulations of Trade‐Wind Clouds Using EUREC4A Data. *Journal of Advances in Modeling Earth Systems*, 15(10), e2023MS003648., DOI: [10.1029/2023MS003648](https://doi.org/10.1029/2023MS003648) +## A pseudo-global warming (PGW) experiment +__in planning as part of EUREC4A-MIP__ \ No newline at end of file diff --git a/how_to_eurec4a/references.bib b/how_to_eurec4a/references.bib index 477046a..e3799ad 100644 --- a/how_to_eurec4a/references.bib +++ b/how_to_eurec4a/references.bib @@ -178,3 +178,27 @@ @Article{Poertge:2023 URL = {https://amt.copernicus.org/articles/16/645/2023/}, DOI = {10.5194/amt-16-645-2023} } + +@article{Schulz_Stevens:2023, + title = {Evaluating {{Large-Domain}}, {{Hecto-Meter}}, {{Large-Eddy Simulations}} of {{Trade-Wind Clouds Using EUREC4A Data}}}, + author = {Schulz, Hauke and Stevens, Bjorn}, + date = {2023}, + journal = {Journal of Advances in Modeling Earth Systems}, + volume = {15}, + number = {10}, + pages = {e2023MS003648}, + issn = {1942-2466}, + doi = {10.1029/2023MS003648}, +} + +@article{Bonyetal:2004, + title = {On Dynamic and Thermodynamic Components of Cloud Changes}, + author = {Bony, S. and Dufresne, J.-L. and Le Treut, H. and Morcrette, J.-J. and Senior, C.}, + date = {2004-03-01}, + journal = {Climate Dynamics}, + volume = {22}, + number = {2}, + pages = {71--86}, + issn = {1432-0894}, + doi = {10.1007/s00382-003-0369-6}, +} \ No newline at end of file From c71aea235349da7984673f0cf97ab58fed08827e Mon Sep 17 00:00:00 2001 From: Hauke Schulz <43613877+observingClouds@users.noreply.github.com> Date: Fri, 15 Mar 2024 08:17:15 -0700 Subject: [PATCH 5/6] add missing year entry --- how_to_eurec4a/references.bib | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/how_to_eurec4a/references.bib b/how_to_eurec4a/references.bib index e3799ad..ddbce56 100644 --- a/how_to_eurec4a/references.bib +++ b/how_to_eurec4a/references.bib @@ -182,7 +182,7 @@ @Article{Poertge:2023 @article{Schulz_Stevens:2023, title = {Evaluating {{Large-Domain}}, {{Hecto-Meter}}, {{Large-Eddy Simulations}} of {{Trade-Wind Clouds Using EUREC4A Data}}}, author = {Schulz, Hauke and Stevens, Bjorn}, - date = {2023}, + year = {2023}, journal = {Journal of Advances in Modeling Earth Systems}, volume = {15}, number = {10}, @@ -194,7 +194,7 @@ @article{Schulz_Stevens:2023 @article{Bonyetal:2004, title = {On Dynamic and Thermodynamic Components of Cloud Changes}, author = {Bony, S. and Dufresne, J.-L. and Le Treut, H. and Morcrette, J.-J. and Senior, C.}, - date = {2004-03-01}, + year = {2004}, journal = {Climate Dynamics}, volume = {22}, number = {2}, From 955956744f6bd7cb9ac8c46feb27803efec8c8b3 Mon Sep 17 00:00:00 2001 From: Hauke Schulz <43613877+observingClouds@users.noreply.github.com> Date: Fri, 15 Mar 2024 10:29:05 -0700 Subject: [PATCH 6/6] Remove redundancy in title --- how_to_eurec4a/_toc.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/how_to_eurec4a/_toc.yml b/how_to_eurec4a/_toc.yml index 0547019..d109904 100644 --- a/how_to_eurec4a/_toc.yml +++ b/how_to_eurec4a/_toc.yml @@ -42,6 +42,7 @@ chapters: sections: - file: icon_les-pamtra - file: icon_les-warming + title: Warming experiments - file: botany_dales - file: auxiliary_datasets sections: