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Add support for visualizing Fields of The World (#957)
* Add support for visualizing Fields of The World * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update notebook --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=maplibre/fields_of_the_world.ipynb)\n", | ||
"[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/maplibre/fields_of_the_world.ipynb)\n", | ||
"[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n", | ||
"\n", | ||
"**Visualizing Agricultural Field Boundary Dataset - Field of the World**\n", | ||
"\n", | ||
"Fields of The World (FTW) is a comprehensive benchmark dataset designed to enhance the development of machine learning models for instance segmentation of agricultural field boundaries. It aggregates and harmonizes a number of open datasets into 1.6 million parcel boundaries and over 70,000 samples covering diverse agricultural landscapes across 4 continents and 24 countries.\n", | ||
"\n", | ||
"For more information about Field of the World, please visit: https://fieldsofthe.world\n", | ||
"\n", | ||
"Uncomment the following line to install [leafmap](https://leafmap.org) if needed." | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"# %pip install \"leafmap[maplibre]\"" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import leafmap.maplibregl as leafmap" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"url = \"https://data.source.coop/kerner-lab/fields-of-the-world/ftw-sources.pmtiles\"\n", | ||
"metadata = leafmap.pmtiles_metadata(url)\n", | ||
"print(f\"layer names: {metadata['layer_names']}\")\n", | ||
"print(f\"bounds: {metadata['bounds']}\")" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"m = leafmap.Map()\n", | ||
"url = \"https://data.source.coop/kerner-lab/fields-of-the-world/ftw-sources.pmtiles\"\n", | ||
"style = {\n", | ||
" \"layers\": [\n", | ||
" {\n", | ||
" \"id\": \"Field Polygon\",\n", | ||
" \"source\": \"example_source\",\n", | ||
" \"source-layer\": \"ftw-sources\",\n", | ||
" \"type\": \"fill\",\n", | ||
" \"paint\": {\n", | ||
" \"fill-color\": \"#ffff00\",\n", | ||
" \"fill-opacity\": 0.2,\n", | ||
" },\n", | ||
" },\n", | ||
" {\n", | ||
" \"id\": \"Field Outline\",\n", | ||
" \"source\": \"example_source\",\n", | ||
" \"source-layer\": \"ftw-sources\",\n", | ||
" \"type\": \"line\",\n", | ||
" \"paint\": {\"line-color\": \"#ff0000\", \"line-width\": 1, \"line-opacity\": 1},\n", | ||
" },\n", | ||
" ],\n", | ||
"}\n", | ||
"\n", | ||
"m.add_basemap(\"Satellite\")\n", | ||
"m.add_pmtiles(url, style=style, name=\"FTW\", zoom_to_layer=False)\n", | ||
"m.add_layer_control()\n", | ||
"m" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"m.layer_interact()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"![image](https://github.com/user-attachments/assets/933264d9-378b-4943-9611-0e105b250f63)" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python 3 (ipykernel)", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.11.9" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 4 | ||
} |
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