dustming
Subbasins intersecting lakes after postprocessing NALRP v2.1
NALRP v2.1 for the Mackenzie basin (drainage_region_0002_v2-1) was postprocessed as following:
bm.Remove_Small_Lakes(
connected_lake_area_thresthold=20,
non_connected_lake_area_thresthold=20,
selected_lake_ids=[],
gis_platform="purepy",
)
bm.Decrease_River_Network_Resolution(
minimum_subbasin_drainage_area=500,
gis_platform="purepy",
)
Output while processing:
Obtain selected Lake IDs done
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
111450 2098024 2097973 0.000102 0.0 0.134715 131.661119 4.584521e+06 ... 0.0 0.0 None None -134.956238 68.060896 POLYGON ((-134.93000 68.08208, -134.93000 68.0...
111502 2097972 2098021 0.000102 0.0 0.061054 134.707863 1.068796e+06 ... 0.0 0.0 None None -134.982126 68.073958 POLYGON ((-134.99250 68.08292, -134.99083 68.0...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
111450 2098024 2097973 0.000102 0.0 0.134715 131.661119 4.584521e+06 ... 0.0 0.0 None None -134.956238 68.060896 POLYGON ((-134.93000 68.08208, -134.93000 68.0...
111502 2097972 2098021 0.000102 0.0 0.061054 134.707863 1.068796e+06 ... 0.0 0.0 None None -134.982126 68.073958 POLYGON ((-134.99250 68.08292, -134.99083 68.0...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
147874 2099455 2099450 0.000274 0.0 0.166309 145.311279 1.523418e+05 ... 0.0 0.0 None None -135.141024 68.469149 MULTIPOLYGON (((-135.13750 68.46542, -135.1375...
147876 2099453 2099455 0.000274 0.0 0.141743 182.145558 1.187094e+06 ... 0.0 0.0 None None -135.149051 68.467268 POLYGON ((-135.15333 68.47875, -135.15333 68.4...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
147874 2099455 2099450 0.000274 0.0 0.166309 145.311279 1.523418e+05 ... 0.0 0.0 None None -135.141024 68.469149 MULTIPOLYGON (((-135.13750 68.46542, -135.1375...
147876 2099453 2099455 0.000274 0.0 0.141743 182.145558 1.187094e+06 ... 0.0 0.0 None None -135.149051 68.467268 POLYGON ((-135.15333 68.47875, -135.15333 68.4...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
152082 2103421 2103419 0.000001 0.0 0.384312 136.198539 1.836777e+05 ... 0.0 0.0 None None -133.766425 68.120950 POLYGON ((-133.77250 68.12208, -133.77250 68.1...
152083 2103422 2103419 0.000001 0.0 0.350262 190.493629 1.005215e+06 ... 0.0 0.0 None None -133.769394 68.125235 POLYGON ((-133.78667 68.12542, -133.78667 68.1...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
111813 2098651 2098611 0.000928 0.0 0.160943 150.262882 898856.665678 ... 0.0 0.0 None None -134.909733 68.532048 POLYGON ((-134.92167 68.53375, -134.92167 68.5...
111892 2098606 2098922 0.001286 0.0 0.096005 180.838428 670771.497977 ... 0.0 0.0 None None -134.908498 68.538958 POLYGON ((-134.90917 68.54208, -134.90917 68.5...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
111813 2098651 2098611 0.000928 0.0 0.160943 150.262882 898856.665678 ... 0.0 0.0 None None -134.909733 68.532048 POLYGON ((-134.92167 68.53375, -134.92167 68.5...
111892 2098606 2098922 0.001286 0.0 0.096005 180.838428 670771.497977 ... 0.0 0.0 None None -134.908498 68.538958 POLYGON ((-134.90917 68.54208, -134.90917 68.5...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
59705 2142714 2142722 0.000086 0.0 0.082716 186.903686 321878.799365 ... 0.0 0.0 None None -134.831006 67.913897 POLYGON ((-134.83833 67.91375, -134.83833 67.9...
112893 2097564 2098594 0.018114 0.0 0.079473 180.261746 321878.799365 ... 0.0 0.0 None None -134.831006 67.913897 POLYGON ((-134.83833 67.91375, -134.83833 67.9...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
59705 2142714 2142722 0.000086 0.0 0.082716 186.903686 321878.799365 ... 0.0 0.0 None None -134.831006 67.913897 POLYGON ((-134.83833 67.91375, -134.83833 67.9...
112893 2097564 2098594 0.018114 0.0 0.079473 180.261746 321878.799365 ... 0.0 0.0 None None -134.831006 67.913897 POLYGON ((-134.83833 67.91375, -134.83833 67.9...
[2 rows x 33 columns]
It is not a non connected lake catchment
SubId DowSubId RivSlope RivLength BasSlope BasAspect BasArea ... DA_Obs DA_error Obs_NM SRC_obs centroid_x centroid_y geometry
152082 2103421 2103419 0.000001 0.0 0.384312 136.198539 1.836777e+05 ... 0.0 0.0 None None -133.766425 68.120950 POLYGON ((-133.77250 68.12208, -133.77250 68.1...
152083 2103422 2103419 0.000001 0.0 0.350262 190.493629 1.005215e+06 ... 0.0 0.0 None None -133.769394 68.125235 POLYGON ((-133.78667 68.12542, -133.78667 68.1...
[2 rows x 33 columns]
.../basinmaker/func/purepy.py:323: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[coly] = tost.geometry.centroid.y
.../basinmaker/func/purepy.py:324: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[colx] = tost.geometry.centroid.x
.../basinmaker/func/purepy.py:323: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[coly] = tost.geometry.centroid.y
.../basinmaker/func/purepy.py:324: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[colx] = tost.geometry.centroid.x
.../basinmaker/func/pdtable.py:2104: FutureWarning: The provided callable <built-in function max> is currently using SeriesGroupBy.max. In a future version of pandas, the provided callable will be used directly. To keep current behavior pass the string "max" instead.
["HyLakeId"])["DrainArea"].transform(max)
.../basinmaker/func/purepy.py:323: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[coly] = tost.geometry.centroid.y
.../basinmaker/func/purepy.py:324: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[colx] = tost.geometry.centroid.x
.../basinmaker/func/purepy.py:323: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[coly] = tost.geometry.centroid.y
.../basinmaker/func/purepy.py:324: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.
tost[colx] = tost.geometry.centroid.x
In the output after decreasing river network resolution, lakes (blue) can be observed crossing subbasins boundaries (green):
Python 3.10.12
Package Version
affine 2.4.0
anyio 4.0.0
argon2-cffi 23.1.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 2.4.1
async-lru 2.0.4
attrs 23.1.0
Babel 2.13.1
basinmaker 3.1.0
beautifulsoup4 4.12.2
bleach 6.1.0
cdsapi 0.6.1
certifi 2023.5.7
cffi 1.16.0
cftime 1.6.3
charset-normalizer 3.1.0
click 8.1.7
click-plugins 1.1.1
cligj 0.7.2
comm 0.2.0
debugpy 1.8.0
decorator 5.1.1
defusedxml 0.7.1
exceptiongroup 1.1.3
executing 2.0.1
fastjsonschema 2.19.0
filelock 3.13.1
fiona 1.9.5
fqdn 1.5.1
GDAL 3.4.1
gdown 4.7.1
geopandas 0.14.1
idna 3.4
iniconfig 2.0.0
ipykernel 6.26.0
ipython 8.17.2
ipywidgets 8.1.1
isoduration 20.11.0
jedi 0.19.1
Jinja2 3.1.2
joblib 1.3.2
json5 0.9.14
jsonpointer 2.4
jsonschema 4.19.2
jsonschema-specifications 2023.11.1
jupyter 1.0.0
jupyter_client 8.6.0
jupyter-console 6.6.3
jupyter_core 5.5.0
jupyter-events 0.9.0
jupyter-lsp 2.2.0
jupyter_server 2.10.0
jupyter_server_terminals 0.4.4
jupyterlab 4.0.8
jupyterlab-pygments 0.2.2
jupyterlab_server 2.25.1
jupyterlab-widgets 3.0.9
MarkupSafe 2.1.3
matplotlib-inline 0.1.6
mistune 3.0.2
nbclient 0.9.0
nbconvert 7.11.0
nbformat 5.9.2
nest-asyncio 1.5.8
netCDF4 1.6.5
notebook 7.0.6
notebook_shim 0.2.3
numpy 1.26.2
overrides 7.4.0
packaging 23.2
pandas 2.1.3
pandocfilters 1.5.0
parso 0.8.3
pexpect 4.8.0
pip 23.3.1
platformdirs 4.0.0
pluggy 1.3.0
prometheus-client 0.18.0
prompt-toolkit 3.0.41
psutil 5.9.6
ptyprocess 0.7.0
pure-eval 0.2.2
pycparser 2.21
Pygments 2.16.1
pyparsing 3.1.1
pyproj 3.6.1
PySocks 1.7.1
pytest 7.4.3
python-dateutil 2.8.2
python-json-logger 2.0.7
pytz 2023.3.post1
PyYAML 6.0.1
pyzmq 25.1.1
qtconsole 5.5.0
QtPy 2.4.1
rasterio 1.3.9
rasterstats 0.19.0
referencing 0.31.0
requests 2.31.0
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rpds-py 0.12.0
scipy 1.11.3
Send2Trash 1.8.2
setuptools 67.7.2
shapely 2.0.2
simpledbf 0.2.6
simplejson 3.19.2
six 1.16.0
sniffio 1.3.0
snuggs 1.4.7
soupsieve 2.5
stack-data 0.6.3
terminado 0.18.0
tinycss2 1.2.1
tomli 2.0.1
tornado 6.3.3
tqdm 4.65.0
traitlets 5.13.0
types-python-dateutil 2.8.19.14
typing_extensions 4.8.0
tzdata 2023.3
uri-template 1.3.0
urllib3 2.0.2
wcwidth 0.2.10
webcolors 1.13
webencodings 0.5.1
websocket-client 1.6.4
wget 3.2
wheel 0.40.0
widgetsnbextension 4.0.9
