Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

WPS returns datasets : access band_data variable #356

Merged
merged 9 commits into from
May 9, 2024
Merged

WPS returns datasets : access band_data variable #356

Changes from 5 commits
Commits
Show all changes
9 commits
Select commit Hold shift + click to select a range
84543e4
WPS returns datasets : access `band_data` variable
tlogan2000 Apr 23, 2024
b045753
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Apr 23, 2024
2c8894c
Merge branch 'master' into fixnbs_pavics_betaimage
Zeitsperre May 2, 2024
52f6748
Merge branch 'master' into fixnbs_pavics_betaimage
Zeitsperre May 2, 2024
77acec3
Merge branch 'master' into fixnbs_pavics_betaimage
huard May 7, 2024
62d8d13
Update paper notebook for py311
tlogan2000 May 7, 2024
ecd1a65
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] May 7, 2024
4287425
removed band_data
huard May 7, 2024
6ff9f29
Merge remote-tracking branch 'origin/master' into fixnbs_pavics_betai…
tlvu May 7, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
31 changes: 21 additions & 10 deletions docs/notebooks/02_Extract_geographical_watershed_properties.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -182,7 +182,7 @@
"source": [
"features, statistics, raster = stats_resp.get(asobj=True)\n",
"grid = raster[0]\n",
"grid.plot()"
"grid.band_data.plot()"
]
},
{
Expand Down Expand Up @@ -226,7 +226,7 @@
},
"outputs": [],
"source": [
"unique, counts = np.unique(grid, return_counts=True)\n",
"unique, counts = np.unique(grid.band_data, return_counts=True)\n",
"print(\"The land-use categories available are: \" + str(unique))\n",
"print(\"The number of occurrences of each land-use category is: \" + str(counts))\n",
"\n",
Expand All @@ -245,8 +245,8 @@
"plt.ylabel(\"Number of pixels\")\n",
"plt.show()\n",
"\n",
"grid.where(grid != 127).sel(band=1).plot.imshow(cmap=\"tab20\")\n",
"grid.name = \"Land-use categories\"\n",
"grid.band_data.where(grid.band_data != 127).sel(band=1).plot.imshow(cmap=\"tab20\")\n",
"grid.band_data.name = \"Land-use categories\"\n",
"plt.show()"
]
},
Expand Down Expand Up @@ -301,8 +301,10 @@
")\n",
"\n",
"ax = plt.subplot(projection=crs)\n",
"grid.name = \"Land-use categories\"\n",
"grid.where(grid != 127).sel(band=1).plot.imshow(ax=ax, transform=crs, cmap=\"tab20\")\n",
"grid.band_data.name = \"Land-use categories\"\n",
"grid.band_data.where(grid.band_data != 127).sel(band=1).plot.imshow(\n",
" ax=ax, transform=crs, cmap=\"tab20\"\n",
")\n",
"plt.show()"
]
},
Expand Down Expand Up @@ -362,10 +364,12 @@
" central_latitude=49, central_longitude=-95, standard_parallels=(49, 77)\n",
")\n",
"\n",
"dem.name = \"Elevation\"\n",
"dem.attrs[\"units\"] = \"m\"\n",
"dem.band_data.name = \"Elevation\"\n",
"dem.band_data.attrs[\"units\"] = \"m\"\n",
"ax = plt.subplot(projection=crs)\n",
"dem.where(dem != -32768).sel(band=1).plot.imshow(ax=ax, transform=crs, cmap=\"gnuplot\")\n",
"dem.band_data.where(dem.band_data != -32768).sel(band=1).plot.imshow(\n",
" ax=ax, transform=crs, cmap=\"gnuplot\"\n",
")\n",
"plt.show()"
]
},
Expand Down Expand Up @@ -405,6 +409,13 @@
"all_properties = {**shape_info, **land_use, **terrain}\n",
"display(all_properties)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
Expand All @@ -418,7 +429,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.16"
"version": "3.10.13"
}
},
"nbformat": 4,
Expand Down
Loading