{
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"cell_type": "markdown",
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"source": [
"# ESMAP\n",
"\n",
"The [Energy Sector Management Assistance Program (ESMAP)](http://www.esmap.org/) is an energy assistance program administered by the World Bank. The program aims to support low- and middle-income countries to achieve environmentally sustainable energy solutions. This is achieved through numerous initiatives, which include renewable energy resource mapping.\n",
"\n",
"Outcomes of the program include the [Global Solar Atlas](https://globalsolaratlas.info), a series of maps of annual irradiance covering the entire world.\n",
"\n",
"Additionally, ESMAP has also commissioned several short-term in-situ measurement campaigns of irradiance in Africa and Asia. These campaigns include both Tier 1 and 2 stations and typically have a duration of 1-2 years. The data from these campaigns are freely available at https://energydata.info."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "997aff4b-4e41-4538-a335-4d2168505991",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
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"tags": [
"remove-cell"
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"text/html": [
"\n",
"\n"
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"text/plain": [
""
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"metadata": {},
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],
"source": [
"import pandas as pd\n",
"from itables import init_notebook_mode, show\n",
"init_notebook_mode(all_interactive=True)\n",
"\n",
"# Load stations\n",
"solarstations = pd.read_csv('../solarstations.csv', dtype={'Tier': str}).fillna('')\n",
"esmap_stations = pd.read_csv('../esmap_stations.csv', dtype={'Tier': str}).fillna('')\n",
"stations = pd.concat([solarstations, esmap_stations], axis='rows', ignore_index=True)\n",
"\n",
"stations = stations[stations['Network'].str.contains('ESMAP')].reset_index()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "6922dc1e-0cb4-4ac3-b4ba-d0928d78cfd5",
"metadata": {
"editable": true,
"slideshow": {
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"tags": [
"remove-input"
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"outputs": [
{
"data": {
"text/html": [
"
Make this Notebook Trusted to load map: File -> Trust Notebook