Whitebox Intro

Using WhiteboxTools with ipyleaflet

WhiteboxTools: https://github.com/jblindsay/whitebox-tools
WhiteboxTools frontends:
- All in one:https://github.com/giswqs/whitebox-frontends
- Python: https://github.com/giswqs/whitebox
- R: https://github.com/giswqs/whiteboxR
- Jupyter: https://github.com/giswqs/whiteboxgui
- ArcGIS: https://github.com/giswqs/WhiteboxTools-ArcGIS
- QGIS: https://jblindsay.github.io/wbt_book/qgis_plugin.html

whiteboxgui¶

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import whiteboxgui
import whiteboxgui

C:\Users\Sarath_Kin\miniconda3\envs\demo311\Lib\site-packages\whiteboxgui\whiteboxgui.py:6: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources

Downloading WhiteboxTools pre-compiled binary for first time use ...

Downloading WhiteboxTools binary from https://www.whiteboxgeo.com/WBT_Windows/WhiteboxTools_win_amd64.zip

Decompressing WhiteboxTools_win_amd64.zip ...

WhiteboxTools package directory: C:\Users\Sarath_Kin\miniconda3\envs\demo311\Lib\site-packages\whitebox

Downloading testdata ...

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whiteboxgui.show()
whiteboxgui.show()

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whiteboxgui.show(tree=True)
whiteboxgui.show(tree=True)

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whitebox¶

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import os
import pkg_resources
import whitebox
import os
import pkg_resources
import whitebox

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wbt = whitebox.WhiteboxTools()
print(wbt.version())
wbt = whitebox.WhiteboxTools()
print(wbt.version())

WhiteboxTools v2.4.0 (c) Dr. John Lindsay 2017-2023

WhiteboxTools is an advanced geospatial data analysis platform developed at
the University of Guelph's Geomorphometry and Hydrogeomatics Research 
Group (GHRG). See www.whiteboxgeo.com for more details.

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print(wbt.help())
print(wbt.help())

WhiteboxTools Help

The following commands are recognized:
--cd, --wd          Changes the working directory; used in conjunction with --run flag.
--compress_rasters  Sets the compress_raster option in the settings.json file; determines if newly created rasters are compressed. e.g. --compress_rasters=true
-h, --help          Prints help information.
-l, --license       Prints the whitebox-tools license. Tool names may also be used, --license="Slope"
--listtools         Lists all available tools. Keywords may also be used, --listtools slope.
--max_procs         Sets the maximum number of processors used. -1 = all available processors. e.g. --max_procs=2
-r, --run           Runs a tool; used in conjunction with --wd flag; -r="LidarInfo".
--toolbox           Prints the toolbox associated with a tool; --toolbox=Slope.
--toolhelp          Prints the help associated with a tool; --toolhelp="LidarInfo".
--toolparameters    Prints the parameters (in json form) for a specific tool; --toolparameters="LidarInfo".
-v                  Verbose mode. Without this flag, tool outputs will not be printed.
--viewcode          Opens the source code of a tool in a web browser; --viewcode="LidarInfo".
--version           Prints the version information.

Example Usage:
>> .\whitebox_tools.exe -r=lidar_info --cd="\path\to\data\" -i=input.las --vlr --geokeys

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data_dir = os.path.dirname(pkg_resources.resource_filename("whitebox", 'testdata/'))
print(data_dir)
data_dir = os.path.dirname(pkg_resources.resource_filename("whitebox", 'testdata/'))
print(data_dir)

C:\Users\Sarath_Kin\miniconda3\envs\demo311\Lib\site-packages\whitebox\testdata

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in_dem = os.path.join(data_dir, "DEM.tif")
in_dem = os.path.join(data_dir, "DEM.tif")

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work_dir = os.path.expanduser('~/Downloads')
if not os.path.exists(work_dir):
    os.makedirs(work_dir)
work_dir = os.path.expanduser('~/Downloads')
if not os.path.exists(work_dir):
    os.makedirs(work_dir)

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wbt.set_working_dir(work_dir)
wbt.verbose = True
wbt.set_working_dir(work_dir)
wbt.verbose = True

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wbt.feature_preserving_smoothing(in_dem, "smoothed.tif", filter=9)
wbt.feature_preserving_smoothing(in_dem, "smoothed.tif", filter=9)

.\whitebox_tools.exe --run="FeaturePreservingSmoothing" --wd="C:\Users\Sarath_Kin\Downloads" --dem='C:\Users\Sarath_Kin\miniconda3\envs\demo311\Lib\site-packages\whitebox\testdata\DEM.tif' --output='smoothed.tif' --filter=9 --norm_diff=15.0 --num_iter=3 --max_diff=0.5 -v --compress_rasters=False

*****************************************

* Welcome to FeaturePreservingSmoothing *

* Powered by WhiteboxTools              *

* www.whiteboxgeo.com                   *

*****************************************

Reading data...

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Saving data...

Output file written

Elapsed Time (excluding I/O): 0.276s

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wbt.breach_depressions("smoothed.tif", "breached.tif")
wbt.breach_depressions("smoothed.tif", "breached.tif")

.\whitebox_tools.exe --run="BreachDepressions" --wd="C:\Users\Sarath_Kin\Downloads" --dem='smoothed.tif' --output='breached.tif' -v --compress_rasters=False

********************************

* Welcome to BreachDepressions *

* Powered by WhiteboxTools     *

* www.whiteboxgeo.com          *

********************************

Reading data...

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Saving data...

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wbt.d_inf_flow_accumulation("breached.tif", "flow_accum.tif")
wbt.d_inf_flow_accumulation("breached.tif", "flow_accum.tif")

.\whitebox_tools.exe --run="DInfFlowAccumulation" --wd="C:\Users\Sarath_Kin\Downloads" --input='breached.tif' --output='flow_accum.tif' --out_type=Specific Contributing Area -v --compress_rasters=False

***********************************

* Welcome to DInfFlowAccumulation *

* Powered by WhiteboxTools        *

* www.whiteboxgeo.com             *

***********************************

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Saving data...

Output file written

Elapsed Time (excluding I/O): 0.131s

Out[13]:

Using whitebox with ipyleaflet¶

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import geodemo
import whiteboxgui.whiteboxgui as wbt
from ipyleaflet import WidgetControl
import geodemo
import whiteboxgui.whiteboxgui as wbt
from ipyleaflet import WidgetControl

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
Cell In[14], line 1
----> 1 import geodemo
      2 import whiteboxgui.whiteboxgui as wbt
      3 from ipyleaflet import WidgetControl

ModuleNotFoundError: No module named 'geodemo'

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m = geodemo.Map()
m
m = geodemo.Map()
m

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
Cell In[15], line 1
----> 1 m = geodemo.Map()
      2 m

NameError: name 'geodemo' is not defined

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tools_dict = wbt.get_wbt_dict()
wbt_toolbox = wbt.build_toolbox(
    tools_dict, max_width="800px", max_height="500px"
)

wbt_control = WidgetControl(
    widget=wbt_toolbox, position="bottomright"
)

m.add_control(wbt_control)
tools_dict = wbt.get_wbt_dict()
wbt_toolbox = wbt.build_toolbox(
    tools_dict, max_width="800px", max_height="500px"
)

wbt_control = WidgetControl(
    widget=wbt_toolbox, position="bottomright"
)

m.add_control(wbt_control)

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Cell In[16], line 1
----> 1 tools_dict = wbt.get_wbt_dict()
      2 wbt_toolbox = wbt.build_toolbox(
      3     tools_dict, max_width="800px", max_height="500px"
      4 )
      6 wbt_control = WidgetControl(
      7     widget=wbt_toolbox, position="bottomright"
      8 )

AttributeError: 'WhiteboxTools' object has no attribute 'get_wbt_dict'