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Uncomment the following line to install geemap if needed.

In [1]:

# !pip install geemap

# !pip install geemap

In [2]:

import geemap

import geemap

If you are using a recently implemented geemap feature that has not yet been released to PyPI or conda-forge, you can uncomment the following line to install the development version from GitHub.

In [3]:

# geemap.update_package()

# geemap.update_package()

Create an interactive map.

In [4]:

m = geemap.Map()

m = geemap.Map()

Add Cloud Optimized GeoTIFF (COG) from Planetary Computer.

In [5]:

collection = "landsat-8-c2-l2"
items = "LC08_L2SP_047027_20201204_02_T1"

collection = "landsat-8-c2-l2" items = "LC08_L2SP_047027_20201204_02_T1"

In [6]:

m.add_stac_layer(
    collection=collection,
    items=items,
    assets="SR_B7,SR_B5,SR_B4",
    name="Landsat Band-754",
)

m.add_stac_layer( collection=collection, items=items, assets="SR_B7,SR_B5,SR_B4", name="Landsat Band-754", )

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Input In [6], in <cell line: 1>()
----> 1 m.add_stac_layer(
      2     collection=collection,
      3     items=items,
      4     assets="SR_B7,SR_B5,SR_B4",
      5     name="Landsat Band-754",
      6 )

File ~/.local/lib/python3.9/site-packages/geemap/foliumap.py:547, in Map.add_stac_layer(self, url, collection, item, assets, bands, titiler_endpoint, name, attribution, opacity, shown, **kwargs)
    519 def add_stac_layer(
    520     self,
    521     url=None,
   (...)
    531     **kwargs,
    532 ):
    533     """Adds a STAC TileLayer to the map.
    534 
    535     Args:
   (...)
    545         shown (bool, optional): A flag indicating whether the layer should be on by default. Defaults to True.
    546     """
--> 547     tile_url = stac_tile(
    548         url, collection, item, assets, bands, titiler_endpoint, **kwargs
    549     )
    550     bounds = stac_bounds(url, collection, item, titiler_endpoint)
    551     self.add_tile_layer(
    552         url=tile_url,
    553         name=name,
   (...)
    556         shown=shown,
    557     )

File ~/.local/lib/python3.9/site-packages/geemap/common.py:4553, in stac_tile(url, collection, item, assets, bands, titiler_endpoint, **kwargs)
   4540 if (
   4541     (assets is not None)
   4542     and ("asset_expression" not in kwargs)
   4543     and ("expression" not in kwargs)
   4544     and ("rescale" not in kwargs)
   4545 ):
   4546     stats = stac_stats(
   4547         collection=collection,
   4548         item=item,
   4549         assets=assets,
   4550         titiler_endpoint=titiler_endpoint,
   4551     )
   4552     percentile_2 = min(
-> 4553         [stats[s][list(stats[s].keys())[0]]["percentile_2"] for s in stats]
   4554     )
   4555     percentile_98 = max(
   4556         [stats[s][list(stats[s].keys())[0]]["percentile_98"] for s in stats]
   4557     )
   4558     kwargs["rescale"] = f"{percentile_2},{percentile_98}"

File ~/.local/lib/python3.9/site-packages/geemap/common.py:4553, in <listcomp>(.0)
   4540 if (
   4541     (assets is not None)
   4542     and ("asset_expression" not in kwargs)
   4543     and ("expression" not in kwargs)
   4544     and ("rescale" not in kwargs)
   4545 ):
   4546     stats = stac_stats(
   4547         collection=collection,
   4548         item=item,
   4549         assets=assets,
   4550         titiler_endpoint=titiler_endpoint,
   4551     )
   4552     percentile_2 = min(
-> 4553         [stats[s][list(stats[s].keys())[0]]["percentile_2"] for s in stats]
   4554     )
   4555     percentile_98 = max(
   4556         [stats[s][list(stats[s].keys())[0]]["percentile_98"] for s in stats]
   4557     )
   4558     kwargs["rescale"] = f"{percentile_2},{percentile_98}"

AttributeError: 'list' object has no attribute 'keys'

In [7]:

m.add_stac_layer(
    collection=collection,
    items=items,
    assets="SR_B5,SR_B4,SR_B3",
    name="Landsat Band-543",
)

m.add_stac_layer( collection=collection, items=items, assets="SR_B5,SR_B4,SR_B3", name="Landsat Band-543", )

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Input In [7], in <cell line: 1>()
----> 1 m.add_stac_layer(
      2     collection=collection,
      3     items=items,
      4     assets="SR_B5,SR_B4,SR_B3",
      5     name="Landsat Band-543",
      6 )

File ~/.local/lib/python3.9/site-packages/geemap/foliumap.py:547, in Map.add_stac_layer(self, url, collection, item, assets, bands, titiler_endpoint, name, attribution, opacity, shown, **kwargs)
    519 def add_stac_layer(
    520     self,
    521     url=None,
   (...)
    531     **kwargs,
    532 ):
    533     """Adds a STAC TileLayer to the map.
    534 
    535     Args:
   (...)
    545         shown (bool, optional): A flag indicating whether the layer should be on by default. Defaults to True.
    546     """
--> 547     tile_url = stac_tile(
    548         url, collection, item, assets, bands, titiler_endpoint, **kwargs
    549     )
    550     bounds = stac_bounds(url, collection, item, titiler_endpoint)
    551     self.add_tile_layer(
    552         url=tile_url,
    553         name=name,
   (...)
    556         shown=shown,
    557     )

File ~/.local/lib/python3.9/site-packages/geemap/common.py:4553, in stac_tile(url, collection, item, assets, bands, titiler_endpoint, **kwargs)
   4540 if (
   4541     (assets is not None)
   4542     and ("asset_expression" not in kwargs)
   4543     and ("expression" not in kwargs)
   4544     and ("rescale" not in kwargs)
   4545 ):
   4546     stats = stac_stats(
   4547         collection=collection,
   4548         item=item,
   4549         assets=assets,
   4550         titiler_endpoint=titiler_endpoint,
   4551     )
   4552     percentile_2 = min(
-> 4553         [stats[s][list(stats[s].keys())[0]]["percentile_2"] for s in stats]
   4554     )
   4555     percentile_98 = max(
   4556         [stats[s][list(stats[s].keys())[0]]["percentile_98"] for s in stats]
   4557     )
   4558     kwargs["rescale"] = f"{percentile_2},{percentile_98}"

File ~/.local/lib/python3.9/site-packages/geemap/common.py:4553, in <listcomp>(.0)
   4540 if (
   4541     (assets is not None)
   4542     and ("asset_expression" not in kwargs)
   4543     and ("expression" not in kwargs)
   4544     and ("rescale" not in kwargs)
   4545 ):
   4546     stats = stac_stats(
   4547         collection=collection,
   4548         item=item,
   4549         assets=assets,
   4550         titiler_endpoint=titiler_endpoint,
   4551     )
   4552     percentile_2 = min(
-> 4553         [stats[s][list(stats[s].keys())[0]]["percentile_2"] for s in stats]
   4554     )
   4555     percentile_98 = max(
   4556         [stats[s][list(stats[s].keys())[0]]["percentile_98"] for s in stats]
   4557     )
   4558     kwargs["rescale"] = f"{percentile_2},{percentile_98}"

AttributeError: 'list' object has no attribute 'keys'

In [8]:

m

m

Out[8]:

Make this Notebook Trusted to load map: File -> Trust Notebook

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Last update: 2022-03-14