Commit 555c38d0 authored by Maya Ben-Yami's avatar Maya Ben-Yami
Browse files

update

parent 8fa4c0d1
......@@ -6,8 +6,8 @@
"id": "07a8a8e1",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:51.218783Z",
"start_time": "2022-01-05T09:46:21.621386Z"
"end_time": "2022-01-06T08:32:45.892122Z",
"start_time": "2022-01-06T08:32:15.995209Z"
}
},
"outputs": [],
......@@ -73,8 +73,8 @@
"id": "7f1bb3dc",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:51.229268Z",
"start_time": "2022-01-05T09:46:51.225472Z"
"end_time": "2022-01-06T08:32:45.956994Z",
"start_time": "2022-01-06T08:32:45.897473Z"
}
},
"outputs": [],
......@@ -90,8 +90,8 @@
"id": "8b7c4117",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:51.239651Z",
"start_time": "2022-01-05T09:46:51.236430Z"
"end_time": "2022-01-06T08:32:46.117630Z",
"start_time": "2022-01-06T08:32:45.964300Z"
}
},
"outputs": [],
......@@ -105,8 +105,8 @@
"id": "1aa66708",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:51.250373Z",
"start_time": "2022-01-05T09:46:51.246310Z"
"end_time": "2022-01-06T08:32:46.277197Z",
"start_time": "2022-01-06T08:32:46.124193Z"
}
},
"outputs": [],
......@@ -124,8 +124,8 @@
"id": "bcc9c10f",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:51.936262Z",
"start_time": "2022-01-05T09:46:51.257224Z"
"end_time": "2022-01-06T08:32:46.875831Z",
"start_time": "2022-01-06T08:32:46.283794Z"
}
},
"outputs": [
......@@ -162,8 +162,8 @@
"id": "2dc45a66",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:51.950591Z",
"start_time": "2022-01-05T09:46:51.944557Z"
"end_time": "2022-01-06T08:32:46.890483Z",
"start_time": "2022-01-06T08:32:46.884294Z"
}
},
"outputs": [],
......@@ -192,8 +192,8 @@
"id": "c01d6250",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:52.018666Z",
"start_time": "2022-01-05T09:46:51.957290Z"
"end_time": "2022-01-06T08:32:47.466731Z",
"start_time": "2022-01-06T08:32:46.897146Z"
}
},
"outputs": [],
......@@ -209,8 +209,8 @@
"id": "b1cad884",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:52.032831Z",
"start_time": "2022-01-05T09:46:52.029523Z"
"end_time": "2022-01-06T08:32:47.859036Z",
"start_time": "2022-01-06T08:32:47.477235Z"
}
},
"outputs": [],
......@@ -231,8 +231,8 @@
"id": "7ac7cb16",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:52.049164Z",
"start_time": "2022-01-05T09:46:52.042679Z"
"end_time": "2022-01-06T08:32:48.043937Z",
"start_time": "2022-01-06T08:32:47.869527Z"
}
},
"outputs": [
......@@ -277,18 +277,18 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 14,
"id": "d3c85850",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T10:45:46.887862Z",
"start_time": "2022-01-05T10:45:46.468055Z"
"end_time": "2022-01-06T09:22:57.326982Z",
"start_time": "2022-01-06T09:22:57.015759Z"
}
},
"outputs": [
{
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\n",
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\n",
"text/plain": [
"<Figure size 500x500 with 1 Axes>"
]
......@@ -313,7 +313,7 @@
" ax.scatter(M20_ECSs[i],amoc_corr2[i],color='C2',marker='^')\n",
" else:\n",
" ax.scatter(M20_ECSs[i],amoc_corr2[i],color='C3',marker='s')\n",
" ax.annotate(M20_Emodels[i], (M20_ECSs[i],amoc_corr2[i]),fontsize=8)\n",
"# ax.annotate(M20_Emodels[i], (M20_ECSs[i],amoc_corr2[i]),fontsize=8)\n",
"\n",
"ax.scatter(10,1.5,color='C0',marker='s',label='Both Strength and Index')\n",
"ax.scatter(10,1.5,color='C1',marker='^',label='Only Strength')\n",
......@@ -337,8 +337,8 @@
"id": "b9f99de3",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T09:46:53.279945Z",
"start_time": "2022-01-05T09:46:52.876601Z"
"end_time": "2022-01-06T08:32:49.372999Z",
"start_time": "2022-01-06T08:32:48.955921Z"
}
},
"outputs": [
......
No preview for this file type
This source diff could not be displayed because it is too large. You can view the blob instead.
......@@ -10,12 +10,12 @@
},
{
"cell_type": "code",
"execution_count": 88,
"execution_count": 8,
"id": "cfe495d7",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T12:57:32.052769Z",
"start_time": "2021-12-31T12:57:32.040706Z"
"end_time": "2022-01-05T13:29:39.635445Z",
"start_time": "2022-01-05T13:29:13.046460Z"
}
},
"outputs": [],
......@@ -79,12 +79,12 @@
},
{
"cell_type": "code",
"execution_count": 1,
"execution_count": 9,
"id": "0e524815",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T10:28:34.863693Z",
"start_time": "2022-01-05T10:28:34.856345Z"
"end_time": "2022-01-05T13:29:39.721126Z",
"start_time": "2022-01-05T13:29:39.713467Z"
},
"init_cell": true
},
......@@ -115,12 +115,12 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 10,
"id": "9115bb07",
"metadata": {
"ExecuteTime": {
"end_time": "2022-01-05T10:28:34.888608Z",
"start_time": "2022-01-05T10:28:34.872004Z"
"end_time": "2022-01-05T13:29:39.739767Z",
"start_time": "2022-01-05T13:29:39.722633Z"
},
"init_cell": true
},
......@@ -485,12 +485,12 @@
},
{
"cell_type": "code",
"execution_count": 119,
"execution_count": 5,
"id": "a52b47b7",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:17:20.929387Z",
"start_time": "2021-12-31T13:17:20.776371Z"
"end_time": "2022-01-05T13:28:57.507947Z",
"start_time": "2022-01-05T13:28:57.319145Z"
}
},
"outputs": [],
......@@ -505,12 +505,12 @@
},
{
"cell_type": "code",
"execution_count": 120,
"execution_count": 6,
"id": "3f8dbd9b",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:17:21.193271Z",
"start_time": "2021-12-31T13:17:21.190694Z"
"end_time": "2022-01-05T13:28:58.169995Z",
"start_time": "2022-01-05T13:28:58.166671Z"
}
},
"outputs": [],
......@@ -520,12 +520,12 @@
},
{
"cell_type": "code",
"execution_count": 121,
"execution_count": 11,
"id": "62734989",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:17:21.795873Z",
"start_time": "2021-12-31T13:17:21.789495Z"
"end_time": "2022-01-05T13:29:52.207296Z",
"start_time": "2022-01-05T13:29:52.202138Z"
}
},
"outputs": [],
......@@ -544,12 +544,12 @@
},
{
"cell_type": "code",
"execution_count": 122,
"execution_count": 12,
"id": "48fe8589",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:17:22.293971Z",
"start_time": "2021-12-31T13:17:22.291129Z"
"end_time": "2022-01-05T13:29:53.921065Z",
"start_time": "2022-01-05T13:29:53.918444Z"
}
},
"outputs": [],
......@@ -559,12 +559,12 @@
},
{
"cell_type": "code",
"execution_count": 123,
"execution_count": 13,
"id": "4302aa75",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:20:49.452968Z",
"start_time": "2021-12-31T13:20:49.380671Z"
"end_time": "2022-01-05T13:29:55.208336Z",
"start_time": "2022-01-05T13:29:55.154808Z"
}
},
"outputs": [],
......@@ -578,29 +578,33 @@
},
{
"cell_type": "code",
"execution_count": 148,
"execution_count": 15,
"id": "6b0fea79",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:31:29.447974Z",
"start_time": "2021-12-31T13:31:29.188892Z"
"end_time": "2022-01-05T13:30:54.330694Z",
"start_time": "2022-01-05T13:30:53.764183Z"
}
},
"outputs": [],
"source": [
"aer = aer_amoc_index.sel(models=damip6_models).groupby(\"time.year\").mean(dim=\"time\")\n",
"nat = nat_amoc_index.sel(models=damip6_models).groupby(\"time.year\").mean(dim=\"time\")\n",
"ghg = ghg_amoc_index.sel(models=damip6_models).groupby(\"time.year\").mean(dim=\"time\")"
"# aer = aer_amoc_index.sel(models=damip6_models).groupby(\"time.year\").mean(dim=\"time\")\n",
"# nat = nat_amoc_index.sel(models=damip6_models).groupby(\"time.year\").mean(dim=\"time\")\n",
"# ghg = ghg_amoc_index.sel(models=damip6_models).groupby(\"time.year\").mean(dim=\"time\")\n",
"\n",
"aer = xr.open_dataarray('hist_aer_amoc_index.nc').groupby('time.year').mean('time').sel(models=damip6_models)\n",
"nat = xr.open_dataarray('hist_nat_amoc_index.nc').groupby('time.year').mean('time').sel(models=damip6_models)\n",
"ghg = xr.open_dataarray('hist_ghg_amoc_index.nc').groupby('time.year').mean('time').sel(models=damip6_models)"
]
},
{
"cell_type": "code",
"execution_count": 151,
"execution_count": 16,
"id": "44e25559",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:31:42.020531Z",
"start_time": "2021-12-31T13:31:42.016900Z"
"end_time": "2022-01-05T13:30:58.358209Z",
"start_time": "2022-01-05T13:30:58.355254Z"
}
},
"outputs": [],
......@@ -618,12 +622,12 @@
},
{
"cell_type": "code",
"execution_count": 169,
"execution_count": 17,
"id": "ece37096",
"metadata": {
"ExecuteTime": {
"end_time": "2021-12-31T13:39:06.867892Z",
"start_time": "2021-12-31T13:39:06.858960Z"
"end_time": "2022-01-05T13:31:01.415493Z",
"start_time": "2022-01-05T13:31:01.405757Z"
}
},
"outputs": [],
......
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