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ENSO characteristics notebooks #5

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Nov 21, 2024
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13 changes: 4 additions & 9 deletions 04-eq_Taux_bias.ipynb
Original file line number Diff line number Diff line change
@@ -1,20 +1,15 @@
{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"id": "5c35e3ee-af7a-45ad-a7e5-30f8af29d182",
"id": "c69450db-4422-4278-9c19-1978ebb5f880",
"metadata": {},
"source": [
"# eq_Taux_bias: Zonal structure of time-mean Zonal Mean Stress (Taux) in the equatorial Pacific\n",
"\n",
"Computes the zonal root mean square error (RMSE) of equatorial Pacific (150°E-90°W) climatological (time and meridional 5°S-5°N average) zonal wind stress (Taux) between model and observations"
]
},
{
"cell_type": "markdown",
"id": "bd4b0f9d-989c-45d0-a61b-5619bdf53e34",
"metadata": {},
"source": [
"Computes the zonal root mean square error (RMSE) of equatorial Pacific (150°E-90°W) climatological (time and meridional 5°S-5°N average) zonal wind stress (Taux) between model and observations\n",
"\n",
"## Datasets Used for Zonal Mean Stress Comparison\n",
"\n",
"The following reference reanalysis datasets are used to evaluate the model simulations:\n",
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29 changes: 10 additions & 19 deletions 05-double_ITCZ_sea_cycle.ipynb

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30 changes: 11 additions & 19 deletions 06-eq_PR_sea_cycle.ipynb

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14 changes: 3 additions & 11 deletions 07-eq_SST_sea_cycle.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -93,15 +93,7 @@
"execution_count": 3,
"id": "14ebbc7a-c579-4d83-b2c0-cdf32d140428",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:esmvalcore.local:'CMIP6' rootpaths '/g/data/zv30/cmip/CMIP6' set in config-user.yml do not exist\n"
]
}
],
"outputs": [],
"source": [
"model_datasets = {name: dataset.load() for name, dataset in model_datasets.items()}\n",
"obs_datasets = {name: dataset.load() for name, dataset in obs_datasets.items()}"
Expand Down Expand Up @@ -358,7 +350,7 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 9,
"id": "af6c2910-9640-42fb-9b98-d918f0c2e258",
"metadata": {},
"outputs": [],
Expand All @@ -383,7 +375,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": 10,
"id": "40e9a960-ed35-4dc8-9c09-05ba3795c687",
"metadata": {},
"outputs": [
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26 changes: 14 additions & 12 deletions 08-eq_Taux_sea_cycle.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -37,19 +37,20 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 1,
"id": "47d0e610-9cc7-4f1a-8a29-24f1b71a27a6",
"metadata": {},
"outputs": [],
"source": [
"from esmvalcore.dataset import Dataset\n",
"from esmvalcore.config import CFG\n",
"CFG.load_from_file('/home/189/fc6164/esmValTool/config-fc-copy.yml')"
"\n",
"CFG['rootpath']['OBS6'].append(r'/g/data/kj13/datasets/esmvaltool/obsdata-v2') #tier3"
]
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 2,
"id": "a2f6b61f-2f34-43c1-a8ea-c9cb2069f144",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -83,7 +84,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 3,
"id": "14ebbc7a-c579-4d83-b2c0-cdf32d140428",
"metadata": {},
"outputs": [
Expand All @@ -96,7 +97,8 @@
"loaded from file /g/data/fs38/publications/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc\n",
"WARNING:esmvalcore.cmor.check:There were warnings in variable tauu:\n",
" tauu: attribute positive not present\n",
"loaded from file \n"
"loaded from file \n",
"WARNING:esmvalcore.local:'OBS6' rootpaths '/g/data/kj13/datasets/esmvaltool/obsdata-v2' set in config-user.yml do not exist\n"
]
}
],
Expand All @@ -107,7 +109,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 4,
"id": "b79d1a10-6aa5-4eaa-916d-56ced1eadc5b",
"metadata": {},
"outputs": [],
Expand All @@ -125,7 +127,7 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 5,
"id": "2c72fabb-fa6f-4f95-aaf1-5ce7efef1e8f",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -158,7 +160,7 @@
},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": 6,
"id": "85e8f306-df29-4d54-99b6-e904c657e3ed",
"metadata": {},
"outputs": [],
Expand All @@ -180,7 +182,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": 7,
"id": "daffca06-bcb0-4aaa-955f-ecde5c5ea47f",
"metadata": {},
"outputs": [
Expand Down Expand Up @@ -262,7 +264,7 @@
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": 8,
"id": "14be08cb-c732-434c-8051-88eb32106c79",
"metadata": {},
"outputs": [
Expand Down Expand Up @@ -361,7 +363,7 @@
},
{
"cell_type": "code",
"execution_count": 19,
"execution_count": 9,
"id": "9385c325-7940-44db-876c-869460fcce79",
"metadata": {},
"outputs": [],
Expand All @@ -384,7 +386,7 @@
},
{
"cell_type": "code",
"execution_count": 21,
"execution_count": 10,
"id": "a6a1698e-0ecb-4681-8862-691b19854eed",
"metadata": {},
"outputs": [
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493 changes: 140 additions & 353 deletions 09-ENSO_pattern.ipynb

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96 changes: 66 additions & 30 deletions 10-ENSO_lifecycle.ipynb

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