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MSD-LIVE generated PR for dataset 6gyax-bmd29 on behalf of Admin_MSD-LIVE_20260510_015553 #1

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MSD-LIVE generated PR for dataset 6gyax-bmd29 on behalf of Admin_MSD-LIVE_20260510_015553 #1

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159 changes: 54 additions & 105 deletions plot_annual_hydro_by_basins.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -2,13 +2,26 @@
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# install dependencies\n",
"!pip install plotly --quiet"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"\n",
"import os\n",
"from pathlib import Path\n",
"\n",
"import plotly.graph_objs as go\n",
"from plotly.subplots import make_subplots\n",
"import plotly.express as px"
Expand All @@ -25,19 +38,37 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"define data paths"
"Path to pre-mounted data"
]
},
{
"cell_type": "code",
"execution_count": 18,
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"mpath = './'\n",
"# data_dir = Path(os.environ['DATA_DIR'])\n",
"mpath = '/data/'\n",
"dpath = mpath+'hydrosmade_v1/'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or if running locally and you've downloaded the data set the path:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"# mpath = './'\n",
"# dpath = mpath+'hydrosmade_v1/'"
]
},
{
"cell_type": "markdown",
"metadata": {},
Expand All @@ -47,7 +78,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 18,
"metadata": {},
"outputs": [
{
Expand All @@ -62,7 +93,7 @@
" dtype='object')"
]
},
"execution_count": 3,
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
Expand All @@ -82,7 +113,7 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -92,7 +123,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 20,
"metadata": {},
"outputs": [
{
Expand All @@ -101,7 +132,7 @@
"3173"
]
},
"execution_count": 5,
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -134,16 +165,24 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_465/1223149010.py:2: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n",
" date = pd.date_range(''+str(syr)+'-1', periods=(2100-syr+1)*12, freq='M')\n"
]
},
{
"data": {
"text/plain": [
"1812"
]
},
"execution_count": 6,
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
Expand Down Expand Up @@ -174,7 +213,7 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
Expand Down Expand Up @@ -203,73 +242,13 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"large_storage ssp126 canesm5\n",
"large_storage ssp126 cnrm-cm6-1\n",
"large_storage ssp126 cnrm-esm2-1\n",
"large_storage ssp126 ec-earth3\n",
"large_storage ssp126 gfdl-esm4\n",
"large_storage ssp126 ipsl-cm6a-lr\n",
"large_storage ssp126 miroc6\n",
"large_storage ssp126 mpi-esm1-2-hr\n",
"large_storage ssp126 mri-esm2-0\n",
"large_storage ssp126 ukesm1-0-ll\n",
"large_storage ssp370 canesm5\n",
"large_storage ssp370 cnrm-cm6-1\n",
"large_storage ssp370 cnrm-esm2-1\n",
"large_storage ssp370 ec-earth3\n",
"large_storage ssp370 gfdl-esm4\n",
"large_storage ssp370 ipsl-cm6a-lr\n",
"large_storage ssp370 miroc6\n",
"large_storage ssp370 mpi-esm1-2-hr\n",
"large_storage ssp370 mri-esm2-0\n",
"large_storage ssp370 ukesm1-0-ll\n",
"large_storage ssp585 canesm5\n",
"large_storage ssp585 cnrm-cm6-1\n",
"large_storage ssp585 cnrm-esm2-1\n",
"large_storage ssp585 ec-earth3\n",
"large_storage ssp585 gfdl-esm4\n",
"large_storage ssp585 ipsl-cm6a-lr\n",
"large_storage ssp585 miroc6\n",
"large_storage ssp585 mpi-esm1-2-hr\n",
"large_storage ssp585 mri-esm2-0\n",
"large_storage ssp585 ukesm1-0-ll\n",
"local_diversion ssp126 canesm5\n",
"local_diversion ssp126 cnrm-cm6-1\n",
"local_diversion ssp126 cnrm-esm2-1\n",
"local_diversion ssp126 ec-earth3\n",
"local_diversion ssp126 gfdl-esm4\n",
"local_diversion ssp126 ipsl-cm6a-lr\n",
"local_diversion ssp126 miroc6\n",
"local_diversion ssp126 mpi-esm1-2-hr\n",
"local_diversion ssp126 mri-esm2-0\n",
"local_diversion ssp126 ukesm1-0-ll\n",
"local_diversion ssp370 canesm5\n",
"local_diversion ssp370 cnrm-cm6-1\n",
"local_diversion ssp370 cnrm-esm2-1\n",
"local_diversion ssp370 ec-earth3\n",
"local_diversion ssp370 gfdl-esm4\n",
"local_diversion ssp370 ipsl-cm6a-lr\n",
"local_diversion ssp370 miroc6\n",
"local_diversion ssp370 mpi-esm1-2-hr\n",
"local_diversion ssp370 mri-esm2-0\n",
"local_diversion ssp370 ukesm1-0-ll\n",
"local_diversion ssp585 canesm5\n",
"local_diversion ssp585 cnrm-cm6-1\n",
"local_diversion ssp585 cnrm-esm2-1\n",
"local_diversion ssp585 ec-earth3\n",
"local_diversion ssp585 gfdl-esm4\n",
"local_diversion ssp585 ipsl-cm6a-lr\n",
"local_diversion ssp585 miroc6\n",
"local_diversion ssp585 mpi-esm1-2-hr\n",
"local_diversion ssp585 mri-esm2-0\n",
"local_diversion ssp585 ukesm1-0-ll\n",
"large_diversion ssp126 canesm5\n",
"large_diversion ssp126 cnrm-cm6-1\n",
"large_diversion ssp126 cnrm-esm2-1\n",
Expand Down Expand Up @@ -299,37 +278,7 @@
"large_diversion ssp585 miroc6\n",
"large_diversion ssp585 mpi-esm1-2-hr\n",
"large_diversion ssp585 mri-esm2-0\n",
"large_diversion ssp585 ukesm1-0-ll\n",
"local_storage ssp126 canesm5\n",
"local_storage ssp126 cnrm-cm6-1\n",
"local_storage ssp126 cnrm-esm2-1\n",
"local_storage ssp126 ec-earth3\n",
"local_storage ssp126 gfdl-esm4\n",
"local_storage ssp126 ipsl-cm6a-lr\n",
"local_storage ssp126 miroc6\n",
"local_storage ssp126 mpi-esm1-2-hr\n",
"local_storage ssp126 mri-esm2-0\n",
"local_storage ssp126 ukesm1-0-ll\n",
"local_storage ssp370 canesm5\n",
"local_storage ssp370 cnrm-cm6-1\n",
"local_storage ssp370 cnrm-esm2-1\n",
"local_storage ssp370 ec-earth3\n",
"local_storage ssp370 gfdl-esm4\n",
"local_storage ssp370 ipsl-cm6a-lr\n",
"local_storage ssp370 miroc6\n",
"local_storage ssp370 mpi-esm1-2-hr\n",
"local_storage ssp370 mri-esm2-0\n",
"local_storage ssp370 ukesm1-0-ll\n",
"local_storage ssp585 canesm5\n",
"local_storage ssp585 cnrm-cm6-1\n",
"local_storage ssp585 cnrm-esm2-1\n",
"local_storage ssp585 ec-earth3\n",
"local_storage ssp585 gfdl-esm4\n",
"local_storage ssp585 ipsl-cm6a-lr\n",
"local_storage ssp585 miroc6\n",
"local_storage ssp585 mpi-esm1-2-hr\n",
"local_storage ssp585 mri-esm2-0\n",
"local_storage ssp585 ukesm1-0-ll\n"
"large_diversion ssp585 ukesm1-0-ll\n"
]
}
],
Expand Down Expand Up @@ -8250,7 +8199,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.0"
"version": "3.11.8"
}
},
"nbformat": 4,
Expand Down