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Add support for visualizing Fields of The World (#957)
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* Add support for visualizing Fields of The World

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* Update notebook

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giswqs and pre-commit-ci[bot] authored Nov 3, 2024
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124 changes: 124 additions & 0 deletions docs/maplibre/fields_of_the_world.ipynb
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@@ -0,0 +1,124 @@
{
"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
}
6 changes: 6 additions & 0 deletions docs/maplibre/overview.md
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Expand Up @@ -236,6 +236,12 @@ Use the draw control to draw features on the map.

[![](https://i.imgur.com/w8UFssd.png)](https://leafmap.org/maplibre/draw_features)

## Visualize fields of the world

Visualize Agricultural Field Boundary Dataset - Field of the World.

[![](https://i.imgur.com/0A9yuyL.png)](https://leafmap.org/maplibre/fields_of_the_world)

## Use a fallback image

Use a coalesce expression to display another image when a requested image is not available.
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8 changes: 7 additions & 1 deletion leafmap/maplibregl.py
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Expand Up @@ -1855,7 +1855,13 @@ def add_pmtiles(
layer = Layer(**params)
self.add_layer(layer)
self.set_visibility(params["id"], visible)
self.set_opacity(params["id"], opacity)
if "paint" in params:
for key in params["paint"]:
if "opacity" in key:
self.set_opacity(params["id"], params["paint"][key])
break
else:
self.set_opacity(params["id"], opacity)

if tooltip:
self.add_tooltip(params["id"], properties, template)
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1 change: 1 addition & 0 deletions mkdocs.yml
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Expand Up @@ -182,6 +182,7 @@ nav:
- maplibre/drag_a_marker.ipynb
- maplibre/draw_features.ipynb
- maplibre/fallback_image.ipynb
- maplibre/fields_of_the_world.ipynb
- maplibre/fit_bounds.ipynb
- maplibre/fill_pattern.ipynb
- maplibre/fly_to.ipynb
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