32 local tile

Using local raster datasets or remote Cloud Optimized GeoTIFFs (COG) with leafmap

Uncomment the following line to install leafmap and localtileserver if needed.

In [1]:

# !pip install leafmap

# !pip install leafmap

In [2]:

# !pip install localtileserver

# !pip install localtileserver

In [3]:

import leafmap

import leafmap

Specify input raster datasets

In [4]:

dem = "dem.tif"
landsat = "landsat.tif"

dem = "dem.tif" landsat = "landsat.tif"

Download samples raster datasets.

In [5]:

dem_url = (
    "https://drive.google.com/file/d/1vRkAWQYsLWCi6vcTMk8vLxoXMFbdMFn8/view?usp=sharing"
)
leafmap.download_file(dem_url, dem, unzip=False)

dem_url = ( "https://drive.google.com/file/d/1vRkAWQYsLWCi6vcTMk8vLxoXMFbdMFn8/view?usp=sharing" ) leafmap.download_file(dem_url, dem, unzip=False)

dem.tif already exists. Skip downloading. Set overwrite=True to overwrite.

Out[5]:

'/home/runner/work/leafmap/leafmap/docs/notebooks/dem.tif'

In [6]:

landsat_url = "https://github.com/opengeos/leafmap/raw/master/examples/data/cog.tif"
leafmap.download_file(landsat_url, landsat, unzip=False)

landsat_url = "https://github.com/opengeos/leafmap/raw/master/examples/data/cog.tif" leafmap.download_file(landsat_url, landsat, unzip=False)

landsat.tif already exists. Skip downloading. Set overwrite=True to overwrite.

Out[6]:

'/home/runner/work/leafmap/leafmap/docs/notebooks/landsat.tif'

Create an interactive map.

In [7]:

m = leafmap.Map()

m = leafmap.Map()

Add local raster datasets to the map. The available palettes can be found at https://jiffyclub.github.io/palettable/

In [8]:

m.add_raster(landsat, band=[4, 3, 2], layer_name="Landsat")

m.add_raster(landsat, band=[4, 3, 2], layer_name="Landsat")

In [9]:

m.add_raster(dem, colormap="viridis", layer_name="DEM")

m.add_raster(dem, colormap="viridis", layer_name="DEM")

In [10]:

m

m

Out[10]:

Add a remote Cloud Optimized GeoTIFF(COG) to the map.

In [11]:

m = leafmap.Map()

m = leafmap.Map()

In [12]:

url = "https://github.com/opengeos/data/releases/download/raster/Libya-2023-07-01.tif"

url = "https://github.com/opengeos/data/releases/download/raster/Libya-2023-07-01.tif"

In [13]:

m.add_cog_layer(url, name="CA Fire")

m.add_cog_layer(url, name="CA Fire")

In [14]:

m

m

Out[14]: