Create GeoDataFrame of OSM entities within boundaries of a (multi)polygon. Args: polygon (shapely.geometry.Polygon | shapely.geometry.Mul

Retrieves place(s) by name or ID from the Nominatim API as a GeoDataFrame. Args: query (str | dict | list): Query string(s) or structured

Plots the bar chart.

Removes controls to the map. Args: controls (list): List of controls to remove, e.g., ["zoomin", "zoomout", "toim

Removes the draw control from the map

Creates a standalone colorbar and saves it as an image. Args: out_fig: Path to the output image. width: Width of the colorbar in

Search Earth Engine API and return functions containing the specified keyword. Args: keywords: The keyword to search for. keywords should

Returns a filtered image collection of Sentinel-1 images. Sentinel-1 data is collected with several different instrument configurations, reso

Sets the center of the map. Args: lat: Latitude. lon: Longitude. zoom: Zoom level of the map.

Returns the spatial resolution of the collection in meters.

Converts any geopandas-supported vector dataset to GeoJSON. Args: filename (str): Either the absolute or relative path to the file or URL

Convert xyz tile services to ipyleaflet tile layers. Returns: A dictionary of ipyleaflet tile layers.

Adds a basemap selector to the map. Args: position: The position to place the basemap selector. **kwargs: Additional

Add a matplotlib colorbar to the map. Args: vis_params: Visualization parameters as a dictionary. See https://dev

Adds an inspector to the map. Args: position: The position to place the inspector. **kwargs: Additional keyword argum

Adds a layer editor to the map. Args: position: The position to place the layer editor. **kwargs: Additional keyword

Adds a layer manager to the map. Args: position: The position to place the layer manager. **kwargs: Additional keywor

Adds a customized legend to the map. Args: title: Title of the legend. legend_dict: A dictionary containing legend it

Buffer a bounding box to the nearest multiple of interval. Args: bbox: Values specifying coordinates, Expects order to be [W,E,S,N].

Checks if a value is allowed. Args: value: The value to check. value_name: The name of the value. allowed

Returns the control configuration.

Gets the visible map layers. Returns: A dictionary of visible map layers.

Handles the creation of a geometry. Args: geo_json: The GeoJSON representation of the geometry.

Handles the deletion of a geometry. Args: geo_json: The GeoJSON representation of the geometry.

Handles the editing of a geometry. Args: geo_json: The GeoJSON representation of the geometry.

Sync the local geometries with those from the draw control.

Returns the validatesd visualization parameters. Args: vis_params: The visualization parameters.

Adds a basemap to the map. Args: basemap (Optional[str], optional): Can be one of the strings from basemaps. Defa

Add the Basemap GUI to the map. Args: position: The position of the Basemap GUI. Defaults to "topright".

Add vector data to the map with a variety of classification schemes. Args: data (str | pd.DataFrame | gpd.GeoDataFrame): The data

Adds a GeoDataFrame to the map. Args: gdf (GeoDataFrame): A GeoPandas GeoDataFrame. layer_name: The layer name to be

Adds a heat map to the map. Reference: https://ipyleaflet.readthedocs.io/en/latest/api_reference/heatmap.html Args: data (str | l

Add the Inspector GUI to the map. Args: names: The names of the layers to be included. Defaults to None. visible: Whe

Add an Earth Engine image to a cartopy plot. Args: ax (cartopy.mpl.geoaxes.GeoAxesSubplot | cartopy.mpl.geoaxes.GeoAxes): required

Adds a customized basemap to the map. Args: title (str, optional): Title of the legend. Defaults to 'Legend'. legend_

Adds a customized legend to the map. Reference: https://bit.ly/3oV6vnH. If you want to add multiple legends to the map, you need to

Add a local raster dataset to the map. If you are using this function in JupyterHub on a remote server (e.g., Binder, Microsoft Plane

Adds a shapefile to the map. See https://python-visualization.github.io/folium/modules.html#folium.features.GeoJson for more info abo

Add a widget (e.g., text, HTML, figure) to the map. Args: content (str | ipywidgets.Widget | object): The widget to add.

Returns a sequence of bounding boxes.

Checks the input color and returns the corresponding hex color code. Args: in_color: Can be a string (e.g., 'red', '#ffff00', 'ffff00', '

Checks if a directory exists and creates it if it does not. Args: dir_path: The path to the directory. make_dirs: Whether to crea

Classify a dataframe column using a variety of classification schemes. Args: data (str | pd.DataFrame | gpd.GeoDataFrame): The data to cl

Clones a GitHub repository. Args: url: The link to the GitHub repository out_dir: The output directory for the cloned repository.

Get band names of a Cloud Optimized GeoTIFF (COG). Args: url: HTTP URL to a COG, e.g., https://opendata.digitalglobe.com/even

Unit converter. Args: val: The value to convert. unit_in: The input unit. unit_out: The output unit. Returns:

Downloads a file from voila. Adopted from https://github.com/voila-dashboards/voila/issues/578 Args: filename: The file path to the

Creates points for a Pandas DataFrame and exports data as a GeoJSON. Args: df (pandas.DataFrame): The input Pandas DataFrame. out

Widget for plotting Earth Engine data. Args: m (object): geemap.Map. position: Position of the widget.

Returns the end datetime of the collection.

Returns the end datetime of the collection as a string.

Prompts LLM to explain the relevance of a dataset to a query using its STAC JSON. Args: query: The user's query. stac_json: The S

Explode a GeoJSON geometry's coordinates object and yield coordinate tuples. As long as the input is conforming, the type of the geometry doesn't

Converts a GeoPandas GeoDataFrame to ee.FeatureCollection. Args: gdf (geopandas.GeoDataFrame): The input geopandas.GeoDataFrame to be con

Generates a tooltip for the bar chart.

Returns a dictionary of Census data. Args: reset (bool, optional): Reset the dictionary. Defaults to False. Returns: dict: A

Gets the properties of a geometry. Args: geometry: The geometry to get properties for. Returns: The properti

Gets layer names as a list. Returns: A list of layer names.

Returns a dictionary of all layers in the map.

Returns the raw URL for a GitHub file. Args: url: The GitHub URL.

Creates a time series of GOES data. The code is adapted from Justin Braaten's code: * https://code.earthengine.google.com/57245f2d3d04233765

Get the bounds of an image. Args: image: The input image filepath or URL. Returns: A list of bounds in the form of [(south,

Overlays an image from the Internet or locally on the map. Args: url (str): http URL or local file path to the image.

Checks if this bbox intersects with the query bbox. Doesn't handle bboxes extending past the antimeridian. Args: query_b

Returns the path to the JavaScript files.

Converts an Earth Engine JavaScript to Python script. Args: in_file: File path of the input JavaScript. out_file: File path of th

Converts a KML to GeoJSON. Args: in_kml: The file path to the input KML. out_geojson: The file path to the output GeoJSON. Defaul

Generates a Landsat timelapse GIF image. Adapted from https://emaprlab.users.earthengine.app/view/lt-gee-time-series-animator by Justin Braaten.

Computes a normalized difference index based on a Landsat timeseries. Args: collection (ee.ImageCollection): A Landsat timeseries.

TODO: [summary] Args: collection (ee.ImageCollection): The normalized difference Landsat timeseries. out_gif: File path to the ou

Returns a new CollectionList containing the first n entries. Args: n: The number of entries to include in the new list.