From def803155f8c6f18fe020a27554000d6279bfc6c Mon Sep 17 00:00:00 2001
From: ncclementi <natyclementi@gmail.com>
Date: Thu, 7 Dec 2023 13:16:30 -0500
Subject: [PATCH] docs(blog-post): add blogpost ibis duckdb geospatial

ci(deps): remove lonboard from min versions ci jobs

ci(deps): remove lonboard from pyspark ci job
---
 .github/workflows/ibis-backends.yml         |   8 +
 docs/posts/ibis-duckdb-geospatial/index.qmd | 246 +++++++++
 poetry.lock                                 | 562 +++++++++++++++++++-
 pyproject.toml                              |   2 +
 requirements-dev.txt                        |  31 ++
 5 files changed, 841 insertions(+), 8 deletions(-)
 create mode 100644 docs/posts/ibis-duckdb-geospatial/index.qmd

diff --git a/.github/workflows/ibis-backends.yml b/.github/workflows/ibis-backends.yml
index 7527997d8b34..2017fd831bb3 100644
--- a/.github/workflows/ibis-backends.yml
+++ b/.github/workflows/ibis-backends.yml
@@ -485,6 +485,10 @@ jobs:
       - name: install poetry
         run: python -m pip install --upgrade pip 'poetry==1.7.1'
 
+      - name: remove lonboard
+        # it requires a version of pandas that min versions are not compatible with
+        run: poetry remove lonboard
+
       - name: install minimum versions
         run: poetry add --lock --optional ${{ join(matrix.backend.deps, ' ') }}
 
@@ -552,6 +556,10 @@ jobs:
       - name: install poetry
         run: python -m pip install --upgrade pip 'poetry==1.7.1'
 
+      - name: remove lonboard
+        # it requires a version of pandas that pyspark is not compatible with
+        run: poetry remove lonboard
+
       - name: install maximum versions of pandas and numpy
         run: poetry add --lock 'pandas@<2' 'numpy<1.24'
 
diff --git a/docs/posts/ibis-duckdb-geospatial/index.qmd b/docs/posts/ibis-duckdb-geospatial/index.qmd
new file mode 100644
index 000000000000..bc768c6beece
--- /dev/null
+++ b/docs/posts/ibis-duckdb-geospatial/index.qmd
@@ -0,0 +1,246 @@
+---
+title: "Ibis + DuckDB geospatial: a match made on Earth"
+author: Naty Clementi
+date: 2023-12-07
+categories:
+    - blog
+    - duckdb
+    - geospatial
+---
+
+Ibis now has support for [DuckDB geospatial functions](https://gist.github.com/ncclementi/fbc5564af709e2d7f8882821e3a8649f)!
+
+This blogpost showcases some examples of the geospatial API for the DuckDB backend. The material is inspired by
+the ["DuckDB: Spatial Relationships"](https://geog-414.gishub.org/book/duckdb/07_spatial_relationships.html) lesson from
+[Dr. Qiusheng Wu](https://geog-414.gishub.org/book/preface/instructor.html)'s course "Spatial Data Management" from the
+Department of Geography & Sustainability at the University of Tennessee, Knoxville.
+
+::: {.callout-note}
+You can check Dr. Qiusheng Wu's full Spatial Data Management course material on its
+[website](https://geog-414.gishub.org/index.html), and the classes are also on
+[YouTube](https://www.youtube.com/watch?v=A4TOAdsXsEs&list=PLAxJ4-o7ZoPe9SkgnophygyLjTDBzIEbi).
+:::
+
+## Data
+
+We are going to be working with data from New York City. The database contains multiple tables with information about
+subway stations, streets, neighborhood, census data and, homicides. The datasets in the database are in NAD83 / UTM zone
+18N projection, EPSG:26918.
+
+```{python}
+from pathlib import Path
+from zipfile import ZipFile
+from urllib.request import urlretrieve
+
+# Download and unzip
+url = "https://open.gishub.org/data/duckdb/nyc_data.db.zip"
+zip_path = Path("nyc_data.db.zip")
+db_path = Path("nyc_data.db")
+
+if not zip_path.exists():
+    urlretrieve(url, zip_path)
+
+if not db_path.exists():
+    with ZipFile(zip_path) as zip_file:
+        zip_file.extract("nyc_data.db")
+```
+
+## Let's get started
+
+The beauty of spatial databases is that they allow us to both store *and* compute over geometries.
+
+```{python}
+import ibis
+from ibis import _
+
+ibis.options.interactive = True
+
+con = ibis.duckdb.connect("nyc_data.db")
+con.list_tables()
+```
+
+We have multiple tables with information about New York City. Following Dr. Wu's class, we'll take a look at some
+spatial relations.
+
+We can start by taking a peak at the `nyc_subway_stations` table.
+
+```{python}
+subway_stations = con.table("nyc_subway_stations")
+subway_stations
+```
+
+Notice that the last column has a `geometry` type, and in this case it contains points that represent the location of
+each subway station. Let's grab the entry for the Broad St subway station.
+
+```{python}
+broad_station = subway_stations.filter(subway_stations.NAME == "Broad St")
+broad_station
+```
+
+### `geo_equals` (`ST_Equals`)
+
+In DuckDB `ST_Equals` returns `True` if two geometries are topologically equal. This means that they have the same
+dimension and identical coordinate values, although the order of the vertices may be different.
+
+The following is a bit redundant but we can check if our `"Broad St"` point matches only one point in our data using
+`geo_equals`
+
+```{python}
+subway_stations.filter(subway_stations.geom.geo_equals(broad_station.geom))
+```
+
+We can also write this query without using `broad_station` as a variable, and with the help of the deferred expressions
+API, also known as [the underscore API](../../how-to/analytics/chain_expressions.qmd).
+
+```{python}
+subway_stations.filter(_.geom.geo_equals(_.filter(_.NAME == "Broad St").geom))
+```
+
+### `intersect` (ST_Intersect)
+
+Let's locate the neighborhood of the "Broad Street" subway station using the
+geospatial `intersect` function. The `intersect` function returns `True` if two geometries have any points in common.
+
+```{python}
+boroughs = con.table("nyc_neighborhoods")
+boroughs
+```
+
+```{python}
+boroughs.filter(boroughs.geom.intersects(broad_station.select(broad_station.geom).to_array()))
+```
+
+### `d_within` (ST_DWithin)
+
+We can also find the streets near (say, within 10 meters) the Broad St subway station using the `d_within`
+function. The `d_within` function returns True if the geometries are within a given distance.
+
+```{python}
+streets = con.table("nyc_streets")
+streets
+```
+
+Using the deferred API, we can check which streets are within `d=10` meters of distance.
+
+```{python}
+sts_near_broad = streets.filter(_.geom.d_within(broad_station.select(_.geom).to_array(), 10))
+sts_near_broad
+```
+
+::: {.callout-note}
+In the previous query, `streets` and `broad_station` are different tables. We use [`to_array()`](../../reference/expression-tables.qmd#ibis.expr.types.relations.Table.to_array) to generate a
+scalar subquery from a table with a single column (whose shape is scalar).
+:::
+
+To visualize the findings, we will convert the tables to Geopandas DataFrames.
+
+```{python}
+broad_station_gdf = broad_station.to_pandas()
+broad_station_gdf.crs = "EPSG:26918"
+
+sts_near_broad_gdf = sts_near_broad.to_pandas()
+sts_near_broad_gdf.crs = "EPSG:26918"
+
+streets_gdf = streets.to_pandas()
+streets_gdf.crs = "EPSG:26918"
+```
+
+```{python}
+import leafmap.deckgl as leafmap  # <1>
+```
+
+1. `leafmap.deckgl` allows us to visualize multiple layers
+
+```{python}
+m = leafmap.Map()
+
+m.add_vector(broad_station_gdf, get_fill_color="blue")
+m.add_vector(sts_near_broad_gdf, get_color="red", opacity=0.5)
+m.add_vector(streets_gdf, get_color="grey", zoom_to_layer=False, opacity=0.3)
+m
+```
+
+You can zoom in and out, and hover over the map to check on the streets names.
+
+### `buffer` (ST_Buffer)
+
+Next, we'll take a look at the homicides table and showcase some
+additional functionality related to polygon handling.
+
+```{python}
+homicides = con.table("nyc_homicides")
+homicides
+```
+
+Let's use the `buffer` method to find homicides near our `"Broad St"` station point.
+
+The `buffer` method computes a polygon or multipolygon that represents all points whose distance from a geometry is less
+than or equal to a given distance.
+
+```{python}
+broad_station.geom.buffer(200)
+```
+
+We can check the area using the `area` (`ST_Area`) function, and see that is $~ \pi r^{2}=125664$
+
+```{python}
+broad_station.geom.buffer(200).area()
+```
+
+To find if there were any homicides in that area, we can find where the polygon resulting from adding the
+200 meters buffer to our "Broad St" station point intersects with the geometry column in our homicides table.
+
+```{python}
+h_near_broad = homicides.filter(_.geom.intersects(broad_station.select(_.geom.buffer(200)).to_array()))
+h_near_broad
+```
+
+It looks like there was one homicide within 200 meters from the "Broad St" station, but from this
+data we can't tell the street near which it happened. However, we can check if the homicide point is within a small
+distance of a street.
+
+```{python}
+h_street = streets.filter(_.geom.d_within(h_near_broad.select(_.geom).to_array(), 2))
+h_street
+```
+
+Let's plot this:
+
+```{python}
+broad_station_zone = broad_station.mutate(geom=broad_station.geom.buffer(200))
+broad_station_zone = broad_station_zone.to_pandas()
+broad_station_zone.crs = "EPSG:26918"
+
+h_near_broad_gdf = h_near_broad.to_pandas()
+h_near_broad_gdf.crs = "EPSG:26918"
+
+h_street_gdf = h_street.to_pandas()
+h_street_gdf.crs = "EPSG:26918"
+
+
+mh = leafmap.Map()
+mh.add_vector(broad_station_gdf, get_fill_color="orange")
+mh.add_vector(broad_station_zone, get_fill_color="orange", opacity=0.1)
+mh.add_vector(h_near_broad_gdf, get_fill_color="red", opacity=0.5)
+mh.add_vector(h_street_gdf, get_color="blue", opacity=0.3)
+mh.add_vector(streets_gdf, get_color="grey", zoom_to_layer=False, opacity=0.2)
+
+mh
+```
+
+
+## Functions supported and next steps
+
+At the moment in Ibis we have support for around thirty geospatial functions for the DuckDB and we will add some more
+(see list [here](https://gist.github.com/ncclementi/fbc5564af709e2d7f8882821e3a8649f)).
+
+We also support reading multiple geospatial formats via [`read_geo()`](../../backends/duckdb.qmd#ibis.backends.duckdb.Backend.read_geo).
+
+Here are some resources to learn more about Ibis:
+
+- [Ibis Docs](https://ibis-project.org/)
+- [Ibis GitHub](https://github.com/ibis-project/ibis)
+
+Chat with us on Zulip:
+
+- [Ibis Zulip Chat](https://ibis-project.zulipchat.com/)
diff --git a/poetry.lock b/poetry.lock
index b9fd81b9e918..d03c910f11b7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -145,6 +145,26 @@ files = [
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
 ]
 
+[[package]]
+name = "anywidget"
+version = "0.7.1"
+description = "custom jupyter widgets made easy"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "anywidget-0.7.1-py3-none-any.whl", hash = "sha256:17828c6e255a7066c960636cbda045d55b08c996a2fc4e886e4c8507db6e9407"},
+    {file = "anywidget-0.7.1.tar.gz", hash = "sha256:1c4cb51063f8ec5172b8c8efb1bfb79861d340c3491220d56b8c2a6aa8db3b3d"},
+]
+
+[package.dependencies]
+ipywidgets = ">=7.6.0"
+psygnal = ">=0.8.1"
+typing-extensions = ">=4.2.0"
+
+[package.extras]
+dev = ["comm (>=0.1.0)", "watchfiles (>=0.18.0)"]
+test = ["black[jupyter]", "ipython (<8.13)", "msgspec", "pydantic", "pytest", "pytest-cov", "ruff"]
+
 [[package]]
 name = "appdirs"
 version = "1.4.4"
@@ -254,6 +274,24 @@ doc-rtd = ["autoapi (>=0.9.0)", "pydata-sphinx-theme (<=0.7.2)", "sphinx (>=4.2.
 test-tox = ["mypy (>=0.800)", "numpy", "pandera", "pytest (>=4.0.0)", "sphinx", "typing-extensions (>=3.10.0.0)"]
 test-tox-coverage = ["coverage (>=5.5)"]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.2"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
+    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
 [[package]]
 name = "bidict"
 version = "0.22.1"
@@ -461,6 +499,38 @@ pathspec = "*"
 rich = "*"
 tomli = "*"
 
+[[package]]
+name = "bqplot"
+version = "0.12.42"
+description = "Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "bqplot-0.12.42-py2.py3-none-any.whl", hash = "sha256:f040951f244b89ccf6a3db835e35c641ceee95906eb3bb8c337da14b56471c0c"},
+    {file = "bqplot-0.12.42.tar.gz", hash = "sha256:99486f74cabcfdff841dfee41ba6d2b47782d85a34ff36a34a223d43ffc0a729"},
+]
+
+[package.dependencies]
+ipywidgets = ">=7.5.0,<9"
+numpy = ">=1.10.4"
+pandas = ">=1.0.0,<3.0.0"
+traitlets = ">=4.3.0"
+traittypes = ">=0.0.6"
+
+[[package]]
+name = "branca"
+version = "0.7.0"
+description = "Generate complex HTML+JS pages with Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "branca-0.7.0-py3-none-any.whl", hash = "sha256:c653d9a3fef1e6cd203757c77d3eb44810f11998506451f9a27d52b983500c16"},
+    {file = "branca-0.7.0.tar.gz", hash = "sha256:503ccb589a9ee9464cb7b5b17e5ffd8d5082c5c28624197f58f20d4d377a68bb"},
+]
+
+[package.dependencies]
+jinja2 = "*"
+
 [[package]]
 name = "build"
 version = "1.0.3"
@@ -746,7 +816,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "click-plugins"
 version = "1.1.1"
 description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"},
@@ -869,7 +939,7 @@ sqlalchemy = ["sqlalchemy (>1.3.21,<2.0)"]
 name = "cligj"
 version = "0.7.2"
 description = "Click params for commmand line interfaces to GeoJSON"
-optional = true
+optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
 files = [
     {file = "cligj-0.7.2-py3-none-any.whl", hash = "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df"},
@@ -925,6 +995,20 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "colour"
+version = "0.1.5"
+description = "converts and manipulates various color representation (HSL, RVB, web, X11, ...)"
+optional = false
+python-versions = "*"
+files = [
+    {file = "colour-0.1.5-py2.py3-none-any.whl", hash = "sha256:33f6db9d564fadc16e59921a56999b79571160ce09916303d35346dddc17978c"},
+    {file = "colour-0.1.5.tar.gz", hash = "sha256:af20120fefd2afede8b001fbef2ea9da70ad7d49fafdb6489025dae8745c3aee"},
+]
+
+[package.extras]
+test = ["nose"]
+
 [[package]]
 name = "comm"
 version = "0.2.0"
@@ -1314,7 +1398,7 @@ zict = ">=3.0.0"
 name = "duckdb"
 version = "0.9.2"
 description = "DuckDB embedded database"
-optional = true
+optional = false
 python-versions = ">=3.7.0"
 files = [
     {file = "duckdb-0.9.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:aadcea5160c586704c03a8a796c06a8afffbefefb1986601104a60cb0bfdb5ab"},
@@ -1550,7 +1634,7 @@ typing = ["typing-extensions (>=4.8)"]
 name = "fiona"
 version = "1.9.5"
 description = "Fiona reads and writes spatial data files"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "fiona-1.9.5-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:5f40a40529ecfca5294260316cf987a0420c77a2f0cf0849f529d1afbccd093e"},
@@ -1595,6 +1679,27 @@ calc = ["shapely"]
 s3 = ["boto3 (>=1.3.1)"]
 test = ["Fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
 
+[[package]]
+name = "folium"
+version = "0.15.1"
+description = "Make beautiful maps with Leaflet.js & Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "folium-0.15.1-py2.py3-none-any.whl", hash = "sha256:480f217b80d27530eef22e0535030f1696d61a2d55e6cc17acc36750cca89463"},
+    {file = "folium-0.15.1.tar.gz", hash = "sha256:cb792d11e8049a455d3dc6416cdd8e7a1623d6b949f6e42c45a5d8fa4d1e24f4"},
+]
+
+[package.dependencies]
+branca = ">=0.6.0"
+jinja2 = ">=2.9"
+numpy = "*"
+requests = "*"
+xyzservices = "*"
+
+[package.extras]
+testing = ["pytest"]
+
 [[package]]
 name = "fonttools"
 version = "4.46.0"
@@ -1789,6 +1894,24 @@ requests = "*"
 crc = ["crcmod"]
 gcsfuse = ["fusepy"]
 
+[[package]]
+name = "gdown"
+version = "4.7.1"
+description = "Google Drive direct download of big files."
+optional = false
+python-versions = "*"
+files = [
+    {file = "gdown-4.7.1-py3-none-any.whl", hash = "sha256:65d495699e7c2c61af0d0e9c32748fb4f79abaf80d747a87456c7be14aac2560"},
+    {file = "gdown-4.7.1.tar.gz", hash = "sha256:347f23769679aaf7efa73e5655270fcda8ca56be65eb84a4a21d143989541045"},
+]
+
+[package.dependencies]
+beautifulsoup4 = "*"
+filelock = "*"
+requests = {version = "*", extras = ["socks"]}
+six = "*"
+tqdm = "*"
+
 [[package]]
 name = "geoalchemy2"
 version = "0.14.2"
@@ -1807,11 +1930,22 @@ SQLAlchemy = ">=1.4"
 [package.extras]
 shapely = ["Shapely (>=1.7)"]
 
+[[package]]
+name = "geojson"
+version = "3.1.0"
+description = "Python bindings and utilities for GeoJSON"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "geojson-3.1.0-py3-none-any.whl", hash = "sha256:68a9771827237adb8c0c71f8527509c8f5bef61733aa434cefc9c9d4f0ebe8f3"},
+    {file = "geojson-3.1.0.tar.gz", hash = "sha256:58a7fa40727ea058efc28b0e9ff0099eadf6d0965e04690830208d3ef571adac"},
+]
+
 [[package]]
 name = "geopandas"
 version = "0.14.1"
 description = "Geographic pandas extensions"
-optional = true
+optional = false
 python-versions = ">=3.9"
 files = [
     {file = "geopandas-0.14.1-py3-none-any.whl", hash = "sha256:ed5a7cae7874bfc3238fb05e0501cc1760e1b7b11e5b76ecad29da644ca305da"},
@@ -2443,6 +2577,38 @@ files = [
     {file = "installer-0.7.0.tar.gz", hash = "sha256:a26d3e3116289bb08216e0d0f7d925fcef0b0194eedfa0c944bcaaa106c4b631"},
 ]
 
+[[package]]
+name = "ipyevents"
+version = "2.0.2"
+description = "A custom widget for returning mouse and keyboard events to Python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "ipyevents-2.0.2-py3-none-any.whl", hash = "sha256:60c2a9e992bdc41e8577aa27e57b124efafa48a59a3bff886029fe5700d546b3"},
+    {file = "ipyevents-2.0.2.tar.gz", hash = "sha256:26e878b0c5854bc8b6bd6a2bd2c89b314ebe86fda642f4d2434051545bab258f"},
+]
+
+[package.dependencies]
+ipywidgets = ">=7.6.0"
+
+[package.extras]
+docs = ["jupyterlab (>=3)", "nbsphinx", "sphinx"]
+test = ["nbval", "pytest", "pytest-cov"]
+
+[[package]]
+name = "ipyfilechooser"
+version = "0.6.0"
+description = "Python file chooser widget for use in Jupyter/IPython in conjunction with ipywidgets"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ipyfilechooser-0.6.0-py3-none-any.whl", hash = "sha256:4555c24b30b819c91dc0ae5e6f7e4cf8f90e5cca531a9209a1fe4deee288d5c5"},
+    {file = "ipyfilechooser-0.6.0.tar.gz", hash = "sha256:41df9e4395a924f8e1b78e2804dbe5066dc3fdc233fb07fecfcdc2a0c9a7d8d3"},
+]
+
+[package.dependencies]
+ipywidgets = "*"
+
 [[package]]
 name = "ipykernel"
 version = "6.27.1"
@@ -2476,6 +2642,23 @@ pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
 test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "ipyleaflet"
+version = "0.18.0"
+description = "A Jupyter widget for dynamic Leaflet maps"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ipyleaflet-0.18.0-py3-none-any.whl", hash = "sha256:b79b367d971e9b8c296650c9f7fe4b02e99fa709af5f0c81a63f80dd6c6bb475"},
+    {file = "ipyleaflet-0.18.0.tar.gz", hash = "sha256:ece484a39282dbb40db96f4963e8f531d0362cbc5131aa9d2c488e962418184f"},
+]
+
+[package.dependencies]
+branca = ">=0.5.0"
+ipywidgets = ">=7.6.0,<9"
+traittypes = ">=0.2.1,<3"
+xyzservices = ">=2021.8.1"
+
 [[package]]
 name = "ipython"
 version = "8.18.1"
@@ -2513,6 +2696,41 @@ qtconsole = ["qtconsole"]
 test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
 test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
 
+[[package]]
+name = "ipytree"
+version = "0.2.2"
+description = "A Tree Widget using jsTree"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ipytree-0.2.2-py2.py3-none-any.whl", hash = "sha256:744dc1a02c3ec26df8a5ecd87d085a67dc8232a1def6048834403ddcf3b64143"},
+    {file = "ipytree-0.2.2.tar.gz", hash = "sha256:d53d739bbaaa45415733cd06e0dc420a2af3d173438617db472a517bc7a61e56"},
+]
+
+[package.dependencies]
+ipywidgets = ">=7.5.0,<9"
+
+[[package]]
+name = "ipywidgets"
+version = "8.1.1"
+description = "Jupyter interactive widgets"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ipywidgets-8.1.1-py3-none-any.whl", hash = "sha256:2b88d728656aea3bbfd05d32c747cfd0078f9d7e159cf982433b58ad717eed7f"},
+    {file = "ipywidgets-8.1.1.tar.gz", hash = "sha256:40211efb556adec6fa450ccc2a77d59ca44a060f4f9f136833df59c9f538e6e8"},
+]
+
+[package.dependencies]
+comm = ">=0.1.3"
+ipython = ">=6.1.0"
+jupyterlab-widgets = ">=3.0.9,<3.1.0"
+traitlets = ">=4.3.1"
+widgetsnbextension = ">=4.0.9,<4.1.0"
+
+[package.extras]
+test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
+
 [[package]]
 name = "jaraco-classes"
 version = "3.3.0"
@@ -2670,6 +2888,17 @@ traitlets = ">=5.3"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "jupyterlab-widgets"
+version = "3.0.9"
+description = "Jupyter interactive widgets for JupyterLab"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyterlab_widgets-3.0.9-py3-none-any.whl", hash = "sha256:3cf5bdf5b897bf3bccf1c11873aa4afd776d7430200f765e0686bd352487b58d"},
+    {file = "jupyterlab_widgets-3.0.9.tar.gz", hash = "sha256:6005a4e974c7beee84060fdfba341a3218495046de8ae3ec64888e5fe19fdb4c"},
+]
+
 [[package]]
 name = "keyring"
 version = "24.3.0"
@@ -2806,6 +3035,50 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
+[[package]]
+name = "leafmap"
+version = "0.29.6"
+description = "A Python package for geospatial analysis and interactive mapping in a Jupyter environment."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "leafmap-0.29.6-py2.py3-none-any.whl", hash = "sha256:d9da588a271e18771fba042451028f2bc95e920e0067d4a58d1dfdbb80c600d2"},
+    {file = "leafmap-0.29.6.tar.gz", hash = "sha256:7a76849f92cdec09417872a14275a456185b64d6321283e09caebb77d6989e48"},
+]
+
+[package.dependencies]
+bqplot = "*"
+colour = "*"
+duckdb = "*"
+folium = "*"
+gdown = "*"
+geojson = "*"
+ipyevents = "*"
+ipyfilechooser = "*"
+ipyleaflet = "*"
+ipywidgets = "*"
+matplotlib = "*"
+numpy = "*"
+pandas = "*"
+plotly = "*"
+pyshp = "*"
+pystac-client = "*"
+python-box = "*"
+scooby = "*"
+whiteboxgui = "*"
+xyzservices = "*"
+
+[package.extras]
+ai = ["geopandas", "localtileserver", "osmnx", "pytorch-lightning", "rastervision"]
+all = ["PyYAML (==6.0.1)", "black", "black[jupyter]", "bokeh", "boto3", "codespell", "cogeo-mosaic", "deadlink", "ffmpeg-python", "geopandas", "googledrivedownloader", "gradio", "h5py", "ipygany", "ipysheet", "ipyvtklink", "jupyter-bokeh", "jupyterlab (>=3.0.0)", "keplergl", "laspy", "localtileserver", "lonboard", "mapclassify (>=2.4.0)", "mss", "netcdf4", "osmnx", "owslib", "palettable", "panel", "plotly", "pmtiles", "psycopg2", "pycrs", "pydeck", "pyntcloud[las]", "pyvista-xarray", "rasterio", "rasterstats", "rio-cogeo", "rioxarray", "sqlalchemy", "streamlit-folium", "xarray-leaflet"]
+apps = ["solara", "streamlit-folium", "voila"]
+backends = ["bokeh", "keplergl", "plotly", "pydeck"]
+lidar = ["ipygany", "ipyvtklink", "laspy", "panel", "pyntcloud[las]", "pyvista"]
+pmtiles = ["flask", "flask-cors", "pmtiles"]
+raster = ["jupyter-server-proxy", "localtileserver", "netcdf4", "py3dep", "pynhd", "rio-cogeo", "rioxarray"]
+sql = ["psycopg2", "sqlalchemy"]
+vector = ["flask", "flask-cors", "geopandas", "lonboard", "mapclassify", "osmnx", "pmtiles"]
+
 [[package]]
 name = "locket"
 version = "1.0.0"
@@ -2817,6 +3090,26 @@ files = [
     {file = "locket-1.0.0.tar.gz", hash = "sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632"},
 ]
 
+[[package]]
+name = "lonboard"
+version = "0.5.0"
+description = "Python library for fast, interactive geospatial vector data visualization in Jupyter."
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "lonboard-0.5.0-py3-none-any.whl", hash = "sha256:f62590c5a2562cc21653253d0a167dcbd2e0f2d3a72a6344e112c0f959e7feee"},
+    {file = "lonboard-0.5.0.tar.gz", hash = "sha256:70d7d347a3175c53a257175f381072cc633e4cb058534aaff6a5725c22cd0095"},
+]
+
+[package.dependencies]
+anywidget = ">=0.7.1,<0.8.0"
+geopandas = ">=0.13"
+matplotlib = ">=3.7,<4.0"
+palettable = ">=3.3.3,<4.0.0"
+pandas = ">=2,<3"
+pyarrow = ">=14.0.1"
+shapely = ">=2,<3"
+
 [[package]]
 name = "lz4"
 version = "4.3.2"
@@ -3424,6 +3717,17 @@ files = [
     {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
 ]
 
+[[package]]
+name = "palettable"
+version = "3.3.3"
+description = "Color palettes for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "palettable-3.3.3-py2.py3-none-any.whl", hash = "sha256:74e9e7d7fe5a9be065e02397558ed1777b2df0b793a6f4ce1a5ee74f74fb0caa"},
+    {file = "palettable-3.3.3.tar.gz", hash = "sha256:094dd7d9a5fc1cca4854773e5c1fc6a315b33bd5b3a8f47064928facaf0490a8"},
+]
+
 [[package]]
 name = "pandas"
 version = "2.1.4"
@@ -4031,6 +4335,53 @@ files = [
     {file = "psycopg2-2.9.9.tar.gz", hash = "sha256:d1454bde93fb1e224166811694d600e746430c006fbb031ea06ecc2ea41bf156"},
 ]
 
+[[package]]
+name = "psygnal"
+version = "0.9.5"
+description = "Fast python callback/event system modeled after Qt Signals"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "psygnal-0.9.5.tar.gz", hash = "sha256:4956ea6c36a75f7fc457558935b67dd8be2594661b4d08eeb3357d69c509c55f"},
+]
+
+[package.dependencies]
+mypy-extensions = "*"
+typing-extensions = ">=3.7.4.2"
+
+[package.extras]
+dev = ["black", "cruft", "dask", "ipython", "mypy", "numpy", "pre-commit", "pydantic", "pyqt5", "pytest", "pytest-cov", "pytest-mypy-plugins", "pytest-qt", "qtpy", "rich", "ruff", "wrapt"]
+docs = ["griffe (==0.25.5)", "mkdocs (==1.4.2)", "mkdocs-material (==8.5.10)", "mkdocs-minify-plugin", "mkdocs-spellcheck[all]", "mkdocstrings (==0.20.0)", "mkdocstrings-python (==0.8.3)"]
+proxy = ["wrapt"]
+pydantic = ["pydantic"]
+test = ["attrs", "dask", "msgspec", "numpy", "pydantic", "pyinstaller (>=4.0)", "pytest (>=6.0)", "pytest-codspeed", "pytest-cov", "toolz", "wrapt"]
+testqt = ["pytest-qt", "qtpy"]
+
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
@@ -4609,7 +4960,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyproj"
 version = "3.6.1"
 description = "Python interface to PROJ (cartographic projections and coordinate transformations library)"
-optional = true
+optional = false
 python-versions = ">=3.9"
 files = [
     {file = "pyproj-3.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ab7aa4d9ff3c3acf60d4b285ccec134167a948df02347585fdd934ebad8811b4"},
@@ -4658,6 +5009,29 @@ files = [
 [package.dependencies]
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "pyshp"
+version = "2.3.1"
+description = "Pure Python read/write support for ESRI Shapefile format"
+optional = false
+python-versions = ">=2.7"
+files = [
+    {file = "pyshp-2.3.1-py2.py3-none-any.whl", hash = "sha256:67024c0ccdc352ba5db777c4e968483782dfa78f8e200672a90d2d30fd8b7b49"},
+    {file = "pyshp-2.3.1.tar.gz", hash = "sha256:4caec82fd8dd096feba8217858068bacb2a3b5950f43c048c6dc32a3489d5af1"},
+]
+
+[[package]]
+name = "pysocks"
+version = "1.7.1"
+description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"},
+    {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"},
+    {file = "PySocks-1.7.1.tar.gz", hash = "sha256:3f8804571ebe159c380ac6de37643bb4685970655d3bba243530d6558b799aa0"},
+]
+
 [[package]]
 name = "pyspark"
 version = "3.3.3"
@@ -4677,6 +5051,50 @@ mllib = ["numpy (>=1.15)"]
 pandas-on-spark = ["numpy (>=1.15)", "pandas (>=1.0.5)", "pyarrow (>=1.0.0)"]
 sql = ["pandas (>=1.0.5)", "pyarrow (>=1.0.0)"]
 
+[[package]]
+name = "pystac"
+version = "1.9.0"
+description = "Python library for working with the SpatioTemporal Asset Catalog (STAC) specification"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pystac-1.9.0-py3-none-any.whl", hash = "sha256:64d5654166290169ad6ad2bc0d5337a1664ede1165635f0b73b327065b801a2f"},
+    {file = "pystac-1.9.0.tar.gz", hash = "sha256:c6b5a86e241fca5e9267a7902c26679f208749a107e9015fe6aaf73a9dd40948"},
+]
+
+[package.dependencies]
+jsonschema = {version = ">=4.18,<5.0", optional = true, markers = "extra == \"validation\""}
+python-dateutil = ">=2.7.0"
+
+[package.extras]
+bench = ["asv (>=0.6.0,<0.7.0)", "packaging (>=23.1,<24.0)", "virtualenv (>=20.22,<21.0)"]
+docs = ["Sphinx (>=6.2,<7.0)", "boto3 (>=1.28,<2.0)", "ipython (>=8.12,<9.0)", "jinja2 (<4.0)", "jupyter (>=1.0,<2.0)", "nbsphinx (>=0.9.0,<0.10.0)", "pydata-sphinx-theme (>=0.13,<1.0)", "rasterio (>=1.3,<2.0)", "shapely (>=2.0,<3.0)", "sphinx-autobuild (==2021.3.14)", "sphinx-design (>=0.5.0,<0.6.0)", "sphinxcontrib-fulltoc (>=1.2,<2.0)"]
+jinja2 = ["jinja2 (<4.0)"]
+orjson = ["orjson (>=3.5)"]
+test = ["black (>=23.3,<24.0)", "codespell (>=2.2,<3.0)", "coverage (>=7.2,<8.0)", "doc8 (>=1.1,<2.0)", "html5lib (>=1.1,<2.0)", "jinja2 (<4.0)", "jsonschema (>=4.18,<5.0)", "mypy (>=1.2,<2.0)", "orjson (>=3.8,<4.0)", "pre-commit (>=3.2,<4.0)", "pytest (>=7.3,<8.0)", "pytest-cov (>=4.0,<5.0)", "pytest-mock (>=3.10,<4.0)", "pytest-recording (>=0.13.0,<0.14.0)", "requests-mock (>=1.11,<2.0)", "ruff (==0.1.1)", "types-html5lib (>=1.1,<2.0)", "types-jsonschema (>=4.18,<5.0)", "types-orjson (>=3.6,<4.0)", "types-python-dateutil (>=2.8,<3.0)", "types-urllib3 (>=1.26,<2.0)"]
+urllib3 = ["urllib3 (>=1.26)"]
+validation = ["jsonschema (>=4.18,<5.0)"]
+
+[[package]]
+name = "pystac-client"
+version = "0.7.5"
+description = "Python library for working with SpatioTemporal Asset Catalog (STAC) APIs."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pystac-client-0.7.5.tar.gz", hash = "sha256:4b0ed0f7177dfc6e394aeb3ecf1236364f315b1d38c107afbcbbef17c2f7db8b"},
+    {file = "pystac_client-0.7.5-py3-none-any.whl", hash = "sha256:b07c21f0bfbe7ea19cd23e535406ee08ee604b8ff8d9afcee666c0b1fe017dc4"},
+]
+
+[package.dependencies]
+pystac = {version = ">=1.8.2", extras = ["validation"]}
+python-dateutil = ">=2.8.2"
+requests = ">=2.28.2"
+
+[package.extras]
+dev = ["black (>=23.3,<24.0)", "codespell (>=2.2.4,<2.3.0)", "coverage (>=7.2,<8.0)", "doc8 (>=1.1.1,<1.2.0)", "importlib-metadata (>=6.7,<7.0)", "mypy (>=1.2,<2.0)", "orjson (>=3.8,<4.0)", "pre-commit (>=3.2,<4.0)", "pytest (>=7.4,<8.0)", "pytest-benchmark (>=4.0.0,<4.1.0)", "pytest-console-scripts (>=1.4.0,<1.5.0)", "pytest-cov (>=4.1.0,<4.2.0)", "pytest-recording (>=0.13,<1.0)", "recommonmark (>=0.7.1,<0.8.0)", "requests-mock (>=1.11.0,<1.12.0)", "ruff (==0.0.287)", "tomli (>=2.0,<3.0)", "types-python-dateutil (>=2.8.19,<2.9.0)", "types-requests (>=2.31.0,<2.32.0)", "urllib3 (<2)"]
+docs = ["Sphinx (>=6.2,<7.0)", "boto3 (>=1.26,<2.0)", "cartopy (>=0.21,<1.0)", "geojson (>=3.0.1,<3.1.0)", "geopandas (>=0.13.0,<0.14.0)", "geoviews (>=1.9,<2.0)", "hvplot (>=0.8.3,<0.9.0)", "ipykernel (>=6.22,<7.0)", "ipython (>=8.12,<9.0)", "jinja2 (<4.0)", "matplotlib (>=3.7.1,<3.8.0)", "myst-parser (>=2.0,<3.0)", "nbsphinx (>=0.9,<1.0)", "pydata-sphinx-theme (>=0.13,<1.0)", "pygeoif (>=1.0,<2.0)", "scipy (>=1.10,<2.0)", "sphinxcontrib-fulltoc (>=1.2,<2.0)"]
+
 [[package]]
 name = "pytest"
 version = "7.4.3"
@@ -4846,6 +5264,38 @@ psutil = ["psutil (>=3.0)"]
 setproctitle = ["setproctitle"]
 testing = ["filelock"]
 
+[[package]]
+name = "python-box"
+version = "7.1.1"
+description = "Advanced Python dictionaries with dot notation access"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "python-box-7.1.1.tar.gz", hash = "sha256:2a3df244a5a79ac8f8447b5d11b5be0f2747d7b141cb2866060081ae9b53cc50"},
+    {file = "python_box-7.1.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:81ed1ec0f0ff2370227fc07277c5baca46d190a4747631bad7eb6ab1630fb7d9"},
+    {file = "python_box-7.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8891735b4148e84d348c6eadd2f127152f751c9603e35d43a1f496183a291ac4"},
+    {file = "python_box-7.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:0036fd47d388deaca8ebd65aea905f88ee6ef91d1d8ce34898b66f1824afbe80"},
+    {file = "python_box-7.1.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:aabf8b9ae5dbc8ba431d8cbe0d4cfe737a25d52d68b0f5f2ff34915c21a2c1db"},
+    {file = "python_box-7.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c046608337e723ae4de3206db5d1e1202ed166da2dfdc70c1f9361e72ace5633"},
+    {file = "python_box-7.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:f9266795e9c233874fb5b34fa994054b4fb0371881678e6ec45aec17fc95feac"},
+    {file = "python_box-7.1.1-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:f76b5b7f0cdc07bfdd4200dc24e6e33189bb2ae322137a2b7110fd41891a3157"},
+    {file = "python_box-7.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ea13c98e05a3ec0ff26f254986a17290b69b5ade209fad081fd628f8fcfaa08"},
+    {file = "python_box-7.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:1b3f346e332dba16df0b0543d319d9e7ce07d93e5ae152175302894352aa2d28"},
+    {file = "python_box-7.1.1-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:24c4ec0ee0278f66321100aaa9c615413da27a14ff43d376a2a3b4665e1d9494"},
+    {file = "python_box-7.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d95e5eec4fc8f3fc5c9cc7347fc2eb4f9187c853d34c90b1658d1eff96cd4eac"},
+    {file = "python_box-7.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:a0f1333c42e81529b6f68c192050df9d4505b803be7ac47f114036b98707f7cf"},
+    {file = "python_box-7.1.1-py3-none-any.whl", hash = "sha256:63b609555554d7a9d4b6e725f8e78ef1717c67e7d386200e03422ad612338df8"},
+]
+
+[package.extras]
+all = ["msgpack", "ruamel.yaml (>=0.17)", "toml"]
+msgpack = ["msgpack"]
+pyyaml = ["PyYAML"]
+ruamel-yaml = ["ruamel.yaml (>=0.17)"]
+toml = ["toml"]
+tomli = ["tomli", "tomli-w"]
+yaml = ["ruamel.yaml (>=0.17)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
@@ -5325,6 +5775,7 @@ files = [
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
+PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7", optional = true, markers = "extra == \"socks\""}
 urllib3 = ">=1.21.1,<3"
 
 [package.extras]
@@ -5618,6 +6069,20 @@ dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyl
 doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
 test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
+[[package]]
+name = "scooby"
+version = "0.9.2"
+description = "A Great Dane turned Python environment detective"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "scooby-0.9.2-py3-none-any.whl", hash = "sha256:3cbc59de9febf8c8ba1e01bc7d08b4eca18ece3212d38b08a6f45188f88c8ea9"},
+    {file = "scooby-0.9.2.tar.gz", hash = "sha256:28df643bb7c2087547b2e2220070e2f89e815ddbc515fbc28dd5df2b0a14293e"},
+]
+
+[package.extras]
+cpu = ["mkl", "psutil"]
+
 [[package]]
 name = "seaborn"
 version = "0.13.0"
@@ -5674,7 +6139,7 @@ testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jar
 name = "shapely"
 version = "2.0.2"
 description = "Manipulation and analysis of geometric objects"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "shapely-2.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6ca8cffbe84ddde8f52b297b53f8e0687bd31141abb2c373fd8a9f032df415d6"},
@@ -5833,6 +6298,17 @@ files = [
     {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
 ]
 
+[[package]]
+name = "soupsieve"
+version = "2.5"
+description = "A modern CSS selector implementation for Beautiful Soup."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
+    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+]
+
 [[package]]
 name = "sphobjinv"
 version = "2.3.1"
@@ -6197,6 +6673,23 @@ files = [
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
+[[package]]
+name = "traittypes"
+version = "0.2.1"
+description = "Scipy trait types"
+optional = false
+python-versions = "*"
+files = [
+    {file = "traittypes-0.2.1-py2.py3-none-any.whl", hash = "sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e"},
+    {file = "traittypes-0.2.1.tar.gz", hash = "sha256:be6fa26294733e7489822ded4ae25da5b4824a8a7a0e0c2dccfde596e3489bd6"},
+]
+
+[package.dependencies]
+traitlets = ">=4.2.2"
+
+[package.extras]
+test = ["numpy", "pandas", "pytest", "xarray"]
+
 [[package]]
 name = "trino"
 version = "0.327.0"
@@ -6375,6 +6868,48 @@ MarkupSafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
 
+[[package]]
+name = "whitebox"
+version = "2.3.1"
+description = "An advanced geospatial data analysis platform"
+optional = false
+python-versions = "*"
+files = [
+    {file = "whitebox-2.3.1-py2.py3-none-any.whl", hash = "sha256:38becfa894091c0adcebb162ffe7eb8b735e9a52f91376d36cb1a554bd10544d"},
+    {file = "whitebox-2.3.1.tar.gz", hash = "sha256:6b4080bc8181f0876cda6c9093bcb463faa4ab8a8c2c631c06b579d3ec1131ba"},
+]
+
+[package.dependencies]
+Click = ">=6.0"
+
+[[package]]
+name = "whiteboxgui"
+version = "2.3.0"
+description = "An interactive GUI for whitebox-tools in a Jupyter-based environment"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "whiteboxgui-2.3.0-py2.py3-none-any.whl", hash = "sha256:f226783efaba1af1cd55f98bba743da590bccf4dd6cbba519f6c879993b57631"},
+    {file = "whiteboxgui-2.3.0.tar.gz", hash = "sha256:c59dfccb244bc2d7b9ff77c63a81b77d0e1b4a6fc19476449e450e0da009a754"},
+]
+
+[package.dependencies]
+ipyfilechooser = "*"
+ipytree = "*"
+ipywidgets = "*"
+whitebox = "*"
+
+[[package]]
+name = "widgetsnbextension"
+version = "4.0.9"
+description = "Jupyter interactive widgets for Jupyter Notebook"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "widgetsnbextension-4.0.9-py3-none-any.whl", hash = "sha256:91452ca8445beb805792f206e560c1769284267a30ceb1cec9f5bcc887d15175"},
+    {file = "widgetsnbextension-4.0.9.tar.gz", hash = "sha256:3c1f5e46dc1166dfd40a42d685e6a51396fd34ff878742a3e47c6f0cc4a2a385"},
+]
+
 [[package]]
 name = "xattr"
 version = "0.10.1"
@@ -6576,6 +7111,17 @@ files = [
     {file = "xxhash-3.4.1.tar.gz", hash = "sha256:0379d6cf1ff987cd421609a264ce025e74f346e3e145dd106c0cc2e3ec3f99a9"},
 ]
 
+[[package]]
+name = "xyzservices"
+version = "2023.10.1"
+description = "Source of XYZ tiles providers"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "xyzservices-2023.10.1-py3-none-any.whl", hash = "sha256:6a4c38d3a9f89d3e77153eff9414b36a8ee0850c9e8b85796fd1b2a85b8dfd68"},
+    {file = "xyzservices-2023.10.1.tar.gz", hash = "sha256:091229269043bc8258042edbedad4fcb44684b0473ede027b5672ad40dc9fa02"},
+]
+
 [[package]]
 name = "yarl"
 version = "1.9.4"
@@ -6794,4 +7340,4 @@ visualization = ["graphviz"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "bd26c49dcfdb2afd85fdc872ae0b6dcef24ded442a1c657883630d9cc2e71951"
+content-hash = "f1f6deb2b4fc32ca5cf386d9339cb027699bf16c436e6cb754ae8e41091fa2a1"
diff --git a/pyproject.toml b/pyproject.toml
index 292301c81262..f9bdecabcc54 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -143,6 +143,8 @@ quartodoc = { version = ">=0.6.1,<1", python = ">=3.10,<3.13" }
 requests = { version = ">=2,<3", python = ">=3.10,<3.13" }
 scikit-learn = { version = ">=1.3,<2", python = ">=3.10,<3.13" }
 seaborn = { version = ">=0.12.2,<1", python = ">=3.10,<3.13" }
+leafmap = { version = ">=0.29.6,<1", python = ">=3.10,<3.13" }
+lonboard = { version = ">=0.5.0,<1", python = ">=3.10,<3.13" }
 
 [tool.poetry.extras]
 # generate the `all` extra using nix run '.#gen-all-extras'
diff --git a/requirements-dev.txt b/requirements-dev.txt
index eb8fb843e511..d17c0e514b9a 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -2,6 +2,7 @@ aiohttp==3.9.1 ; python_version >= "3.9" and python_version < "4.0"
 aiosignal==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
 altair==5.2.0 ; python_version >= "3.10" and python_version < "3.13"
 annotated-types==0.6.0 ; python_version >= "3.10" and python_version < "3.13"
+anywidget==0.7.1 ; python_version >= "3.10" and python_version < "3.13"
 appdirs==1.4.4 ; python_version >= "3.9" and python_version < "4.0"
 appnope==0.1.3 ; python_version >= "3.10" and python_version < "3.13" and platform_system == "Darwin"
 asn1crypto==1.5.1 ; python_version >= "3.9" and python_version < "4.0"
@@ -10,10 +11,13 @@ async-timeout==4.0.3 ; python_version >= "3.9" and python_version < "3.11"
 atpublic==4.0 ; python_version >= "3.9" and python_version < "4.0"
 attrs==23.1.0 ; python_version >= "3.9" and python_version < "4.0"
 beartype==0.16.4 ; python_version >= "3.10" and python_version < "3.13"
+beautifulsoup4==4.12.2 ; python_version >= "3.10" and python_version < "3.13"
 bidict==0.22.1 ; python_version >= "3.9" and python_version < "4.0"
 bitarray==2.8.5 ; python_version >= "3.9" and python_version < "4.0"
 black==23.11.0 ; python_version >= "3.9" and python_version < "4.0"
 blackdoc==0.3.9 ; python_version >= "3.9" and python_version < "4.0"
+bqplot==0.12.42 ; python_version >= "3.10" and python_version < "3.13"
+branca==0.7.0 ; python_version >= "3.10" and python_version < "3.13"
 build==1.0.3 ; python_version >= "3.9" and python_version < "4.0"
 cachecontrol[filecache]==0.13.1 ; python_version >= "3.9" and python_version < "4.0"
 cachetools==5.3.2 ; python_version >= "3.9" and python_version < "4.0"
@@ -30,6 +34,7 @@ cligj==0.7.2 ; python_version >= "3.9" and python_version < "4"
 cloudpickle==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
 codespell[hard-encoding-detection,toml]==2.2.6 ; python_version >= "3.9" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and (sys_platform == "win32" or platform_system == "Windows" or python_version >= "3.10" or os_name == "nt") and (sys_platform == "win32" or platform_system == "Windows" or os_name == "nt" or python_version < "3.13")
+colour==0.1.5 ; python_version >= "3.10" and python_version < "3.13"
 comm==0.2.0 ; python_version >= "3.10" and python_version < "3.13"
 contourpy==1.2.0 ; python_version >= "3.10" and python_version < "3.13"
 coverage[toml]==7.3.2 ; python_version >= "3.9" and python_version < "4.0"
@@ -55,11 +60,14 @@ executing==2.0.1 ; python_version >= "3.9" and python_version < "4.0"
 fastjsonschema==2.19.0 ; python_version >= "3.9" and python_version < "4.0"
 filelock==3.13.1 ; python_version >= "3.9" and python_version < "4.0"
 fiona==1.9.5 ; python_version >= "3.9" and python_version < "4.0"
+folium==0.15.1 ; python_version >= "3.10" and python_version < "3.13"
 fonttools==4.46.0 ; python_version >= "3.10" and python_version < "3.13"
 frozenlist==1.4.0 ; python_version >= "3.9" and python_version < "4.0"
 fsspec==2023.6.0 ; python_version >= "3.9" and python_version < "4.0"
 gcsfs==2023.6.0 ; python_version >= "3.9" and python_version < "4.0"
+gdown==4.7.1 ; python_version >= "3.10" and python_version < "3.13"
 geoalchemy2==0.14.2 ; python_version >= "3.9" and python_version < "4.0"
+geojson==3.1.0 ; python_version >= "3.10" and python_version < "3.13"
 geopandas==0.14.1 ; python_version >= "3.9" and python_version < "4.0"
 google-api-core==2.15.0 ; python_version >= "3.9" and python_version < "4.0"
 google-api-core[grpc]==2.15.0 ; python_version >= "3.9" and python_version < "4.0"
@@ -86,8 +94,13 @@ importlib-resources==6.1.1 ; python_version >= "3.9" and python_version < "4.0"
 impyla==0.19.0 ; python_version >= "3.9" and python_version < "4.0"
 iniconfig==2.0.0 ; python_version >= "3.9" and python_version < "4.0"
 installer==0.7.0 ; python_version >= "3.9" and python_version < "4.0"
+ipyevents==2.0.2 ; python_version >= "3.10" and python_version < "3.13"
+ipyfilechooser==0.6.0 ; python_version >= "3.10" and python_version < "3.13"
 ipykernel==6.27.1 ; python_version >= "3.10" and python_version < "3.13"
+ipyleaflet==0.18.0 ; python_version >= "3.10" and python_version < "3.13"
 ipython==8.18.1 ; python_version >= "3.9" and python_version < "4.0"
+ipytree==0.2.2 ; python_version >= "3.10" and python_version < "3.13"
+ipywidgets==8.1.1 ; python_version >= "3.10" and python_version < "3.13"
 jaraco-classes==3.3.0 ; python_version >= "3.9" and python_version < "4.0"
 jedi==0.19.1 ; python_version >= "3.9" and python_version < "4.0"
 jeepney==0.8.0 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "linux"
@@ -97,9 +110,12 @@ jsonschema-specifications==2023.11.2 ; python_version >= "3.10" and python_versi
 jsonschema==4.20.0 ; python_version >= "3.10" and python_version < "3.13"
 jupyter-client==8.6.0 ; python_version >= "3.10" and python_version < "3.13"
 jupyter-core==5.5.0 ; python_version >= "3.10" and python_version < "3.13"
+jupyterlab-widgets==3.0.9 ; python_version >= "3.10" and python_version < "3.13"
 keyring==24.3.0 ; python_version >= "3.9" and python_version < "4.0"
 kiwisolver==1.4.5 ; python_version >= "3.10" and python_version < "3.13"
+leafmap==0.29.6 ; python_version >= "3.10" and python_version < "3.13"
 locket==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
+lonboard==0.5.0 ; python_version >= "3.10" and python_version < "3.13"
 lz4==4.3.2 ; python_version >= "3.9" and python_version < "4.0"
 markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
 markupsafe==2.1.3 ; python_version >= "3.9" and python_version < "4.0"
@@ -120,6 +136,7 @@ numpy==1.26.2 ; python_version >= "3.9" and python_version < "4.0"
 oauthlib==3.2.2 ; python_version >= "3.9" and python_version < "4.0"
 oracledb==1.4.2 ; python_version >= "3.9" and python_version < "4.0"
 packaging==23.2 ; python_version >= "3.9" and python_version < "4.0"
+palettable==3.3.3 ; python_version >= "3.10" and python_version < "3.13"
 pandas==2.1.4 ; python_version >= "3.9" and python_version < "4.0"
 parso==0.8.3 ; python_version >= "3.9" and python_version < "4.0"
 parsy==2.1 ; python_version >= "3.9" and python_version < "4.0"
@@ -147,6 +164,7 @@ proto-plus==1.23.0 ; python_version >= "3.9" and python_version < "4.0"
 protobuf==4.25.1 ; python_version >= "3.9" and python_version < "4.0"
 psutil==5.9.6 ; python_version >= "3.10" and python_version < "3.13"
 psycopg2==2.9.9 ; python_version >= "3.9" and python_version < "4.0"
+psygnal==0.9.5 ; python_version >= "3.10" and python_version < "3.13"
 ptyprocess==0.7.0 ; python_version >= "3.9" and python_version < "4.0"
 pure-eval==0.2.2 ; python_version >= "3.9" and python_version < "4.0"
 pure-sasl==0.6.2 ; python_version >= "3.9" and python_version < "4.0"
@@ -171,7 +189,11 @@ pyopenssl==23.3.0 ; python_version >= "3.9" and python_version < "4.0"
 pyparsing==3.1.1 ; python_version >= "3.10" and python_version < "3.13"
 pyproj==3.6.1 ; python_version >= "3.9" and python_version < "4.0"
 pyproject-hooks==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
+pyshp==2.3.1 ; python_version >= "3.10" and python_version < "3.13"
+pysocks==1.7.1 ; python_version >= "3.10" and python_version < "3.13"
 pyspark==3.3.3 ; python_version >= "3.9" and python_version < "4.0"
+pystac-client==0.7.5 ; python_version >= "3.10" and python_version < "3.13"
+pystac[validation]==1.9.0 ; python_version >= "3.10" and python_version < "3.13"
 pytest-benchmark==4.0.0 ; python_version >= "3.9" and python_version < "4.0"
 pytest-clarity==1.0.1 ; python_version >= "3.9" and python_version < "4.0"
 pytest-cov==4.1.0 ; python_version >= "3.9" and python_version < "4.0"
@@ -182,6 +204,7 @@ pytest-repeat==0.9.3 ; python_version >= "3.9" and python_version < "4.0"
 pytest-snapshot==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
 pytest-xdist==3.5.0 ; python_version >= "3.9" and python_version < "4.0"
 pytest==7.4.3 ; python_version >= "3.9" and python_version < "4.0"
+python-box==7.1.1 ; python_version >= "3.10" and python_version < "3.13"
 python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "4.0"
 pytz==2023.3.post1 ; python_version >= "3.9" and python_version < "4.0"
 pywin32-ctypes==0.2.2 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "win32"
@@ -195,12 +218,14 @@ regex==2023.10.3 ; python_version >= "3.9" and python_version < "4.0"
 requests-oauthlib==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
 requests-toolbelt==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
 requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0"
+requests[socks]==2.31.0 ; python_version >= "3.10" and python_version < "3.13"
 rich==13.7.0 ; python_version >= "3.9" and python_version < "4.0"
 rpds-py==0.13.2 ; python_version >= "3.10" and python_version < "3.13"
 rsa==4.9 ; python_version >= "3.9" and python_version < "4"
 ruff==0.1.7 ; python_version >= "3.9" and python_version < "4.0"
 scikit-learn==1.3.2 ; python_version >= "3.10" and python_version < "3.13"
 scipy==1.11.4 ; python_version >= "3.10" and python_version < "3.13"
+scooby==0.9.2 ; python_version >= "3.10" and python_version < "3.13"
 seaborn==0.13.0 ; python_version >= "3.10" and python_version < "3.13"
 secretstorage==3.3.3 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "linux"
 setuptools==69.0.2 ; python_version >= "3.9" and python_version < "4.0"
@@ -210,6 +235,7 @@ six==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
 snowflake-connector-python==3.6.0 ; python_version >= "3.9" and python_version < "4.0"
 snowflake-sqlalchemy==1.5.1 ; python_version >= "3.9" and python_version < "4.0"
 sortedcontainers==2.4.0 ; python_version >= "3.9" and python_version < "4.0"
+soupsieve==2.5 ; python_version >= "3.10" and python_version < "3.13"
 sphobjinv==2.3.1 ; python_version >= "3.10" and python_version < "3.13"
 sqlalchemy-views==0.3.2 ; python_version >= "3.9" and python_version < "4.0"
 sqlalchemy==1.4.50 ; python_version >= "3.9" and python_version < "4.0"
@@ -229,6 +255,7 @@ toolz==0.12.0 ; python_version >= "3.9" and python_version < "4.0"
 tornado==6.4 ; python_version >= "3.10" and python_version < "3.13"
 tqdm==4.66.1 ; python_version >= "3.9" and python_version < "4.0"
 traitlets==5.14.0 ; python_version >= "3.9" and python_version < "4.0"
+traittypes==0.2.1 ; python_version >= "3.10" and python_version < "3.13"
 trino[sqlalchemy]==0.327.0 ; python_version >= "3.9" and python_version < "4.0"
 trove-classifiers==2023.11.29 ; python_version >= "3.9" and python_version < "4.0"
 typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0"
@@ -239,8 +266,12 @@ virtualenv==20.25.0 ; python_version >= "3.9" and python_version < "4.0"
 watchdog==3.0.0 ; python_version >= "3.10" and python_version < "3.13"
 wcwidth==0.2.12 ; python_version >= "3.9" and python_version < "4.0"
 werkzeug==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
+whitebox==2.3.1 ; python_version >= "3.10" and python_version < "3.13"
+whiteboxgui==2.3.0 ; python_version >= "3.10" and python_version < "3.13"
+widgetsnbextension==4.0.9 ; python_version >= "3.10" and python_version < "3.13"
 xattr==0.10.1 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "darwin"
 xxhash==3.4.1 ; python_version >= "3.9" and python_version < "4.0"
+xyzservices==2023.10.1 ; python_version >= "3.10" and python_version < "3.13"
 yarl==1.9.4 ; python_version >= "3.9" and python_version < "4.0"
 zict==3.0.0 ; python_version >= "3.10" and python_version < "3.13"
 zipp==3.17.0 ; python_version >= "3.9" and python_version < "4.0"