Create a heatmap layer

This source code of this example is adapted from the MapLibre GL JS example - Create a heatmap layer.

Uncomment the following line to install leafmap if needed.

In [1]:

# %pip install "leafmap[maplibre]"

# %pip install "leafmap[maplibre]"

In [2]:

import leafmap.maplibregl as leafmap

import leafmap.maplibregl as leafmap

To run this notebook, you will need an API key from MapTiler. Once you have the API key, you can uncomment the following code block and replace YOUR_API_KEY with your actual API key. Then, run the code block code to set the API key as an environment variable.

In [3]:

# import os
# os.environ["MAPTILER_KEY"] = "YOUR_API_KEY"

# import os # os.environ["MAPTILER_KEY"] = "YOUR_API_KEY"

In [4]:

m = leafmap.Map(center=[-120, 50], zoom=2, style="basic")
source = {
    "type": "geojson",
    "data": "https://maplibre.org/maplibre-gl-js/docs/assets/earthquakes.geojson",
}
m.add_source("earthquakes", source)
layer = {
    "id": "earthquakes-heat",
    "type": "heatmap",
    "source": "earthquakes",
    "maxzoom": 9,
    "paint": {
        # Increase the heatmap weight based on frequency and property magnitude
        "heatmap-weight": ["interpolate", ["linear"], ["get", "mag"], 0, 0, 6, 1],
        # Increase the heatmap color weight weight by zoom level
        # heatmap-intensity is a multiplier on top of heatmap-weight
        "heatmap-intensity": ["interpolate", ["linear"], ["zoom"], 0, 1, 9, 3],
        # Color ramp for heatmap.  Domain is 0 (low) to 1 (high).
        # Begin color ramp at 0-stop with a 0-transparency color
        # to create a blur-like effect.
        "heatmap-color": [
            "interpolate",
            ["linear"],
            ["heatmap-density"],
            0,
            "rgba(33,102,172,0)",
            0.2,
            "rgb(103,169,207)",
            0.4,
            "rgb(209,229,240)",
            0.6,
            "rgb(253,219,199)",
            0.8,
            "rgb(239,138,98)",
            1,
            "rgb(178,24,43)",
        ],
        # Adjust the heatmap radius by zoom level
        "heatmap-radius": ["interpolate", ["linear"], ["zoom"], 0, 2, 9, 20],
        # Transition from heatmap to circle layer by zoom level
        "heatmap-opacity": ["interpolate", ["linear"], ["zoom"], 7, 1, 9, 0],
    },
}
m.add_layer(layer, before_id="waterway")
layer2 = {
    "id": "earthquakes-point",
    "type": "circle",
    "source": "earthquakes",
    "minzoom": 7,
    "paint": {
        # Size circle radius by earthquake magnitude and zoom level
        "circle-radius": [
            "interpolate",
            ["linear"],
            ["zoom"],
            7,
            ["interpolate", ["linear"], ["get", "mag"], 1, 1, 6, 4],
            16,
            ["interpolate", ["linear"], ["get", "mag"], 1, 5, 6, 50],
        ],
        # Color circle by earthquake magnitude
        "circle-color": [
            "interpolate",
            ["linear"],
            ["get", "mag"],
            1,
            "rgba(33,102,172,0)",
            2,
            "rgb(103,169,207)",
            3,
            "rgb(209,229,240)",
            4,
            "rgb(253,219,199)",
            5,
            "rgb(239,138,98)",
            6,
            "rgb(178,24,43)",
        ],
        "circle-stroke-color": "white",
        "circle-stroke-width": 1,
        # Transition from heatmap to circle layer by zoom level
        "circle-opacity": ["interpolate", ["linear"], ["zoom"], 7, 0, 8, 1],
    },
}
m.add_layer(layer2, before_id="waterway")
m

m = leafmap.Map(center=[-120, 50], zoom=2, style="basic") source = { "type": "geojson", "data": "https://maplibre.org/maplibre-gl-js/docs/assets/earthquakes.geojson", } m.add_source("earthquakes", source) layer = { "id": "earthquakes-heat", "type": "heatmap", "source": "earthquakes", "maxzoom": 9, "paint": { # Increase the heatmap weight based on frequency and property magnitude "heatmap-weight": ["interpolate", ["linear"], ["get", "mag"], 0, 0, 6, 1], # Increase the heatmap color weight weight by zoom level # heatmap-intensity is a multiplier on top of heatmap-weight "heatmap-intensity": ["interpolate", ["linear"], ["zoom"], 0, 1, 9, 3], # Color ramp for heatmap. Domain is 0 (low) to 1 (high). # Begin color ramp at 0-stop with a 0-transparency color # to create a blur-like effect. "heatmap-color": [ "interpolate", ["linear"], ["heatmap-density"], 0, "rgba(33,102,172,0)", 0.2, "rgb(103,169,207)", 0.4, "rgb(209,229,240)", 0.6, "rgb(253,219,199)", 0.8, "rgb(239,138,98)", 1, "rgb(178,24,43)", ], # Adjust the heatmap radius by zoom level "heatmap-radius": ["interpolate", ["linear"], ["zoom"], 0, 2, 9, 20], # Transition from heatmap to circle layer by zoom level "heatmap-opacity": ["interpolate", ["linear"], ["zoom"], 7, 1, 9, 0], }, } m.add_layer(layer, before_id="waterway") layer2 = { "id": "earthquakes-point", "type": "circle", "source": "earthquakes", "minzoom": 7, "paint": { # Size circle radius by earthquake magnitude and zoom level "circle-radius": [ "interpolate", ["linear"], ["zoom"], 7, ["interpolate", ["linear"], ["get", "mag"], 1, 1, 6, 4], 16, ["interpolate", ["linear"], ["get", "mag"], 1, 5, 6, 50], ], # Color circle by earthquake magnitude "circle-color": [ "interpolate", ["linear"], ["get", "mag"], 1, "rgba(33,102,172,0)", 2, "rgb(103,169,207)", 3, "rgb(209,229,240)", 4, "rgb(253,219,199)", 5, "rgb(239,138,98)", 6, "rgb(178,24,43)", ], "circle-stroke-color": "white", "circle-stroke-width": 1, # Transition from heatmap to circle layer by zoom level "circle-opacity": ["interpolate", ["linear"], ["zoom"], 7, 0, 8, 1], }, } m.add_layer(layer2, before_id="waterway") m

Failed to retrieve the MapTiler style. Defaulting to OpenFreeMap 'liberty' style.