From ac8ac2f91da1250185a480ac8df9471a359b28ad Mon Sep 17 00:00:00 2001 From: jessicas11 Date: Wed, 3 Apr 2024 20:18:12 +0000 Subject: [PATCH] waiting on PR review to finalize ATL15 outputs --- .../IS2_ATL15_surface_height_anomalies.ipynb | 1232 ++++++++++++----- 1 file changed, 923 insertions(+), 309 deletions(-) diff --git a/book/tutorials/IS2_ATL15_surface_height_anomalies/IS2_ATL15_surface_height_anomalies.ipynb b/book/tutorials/IS2_ATL15_surface_height_anomalies/IS2_ATL15_surface_height_anomalies.ipynb index 58cc990..3ea3e0c 100644 --- a/book/tutorials/IS2_ATL15_surface_height_anomalies/IS2_ATL15_surface_height_anomalies.ipynb +++ b/book/tutorials/IS2_ATL15_surface_height_anomalies/IS2_ATL15_surface_height_anomalies.ipynb @@ -50,116 +50,9 @@ { "cell_type": "code", "execution_count": 1, - "id": "b7f8503a-df4b-42db-9ca5-17848b5673ea", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: icepyx==1.0.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (1.0.0)\n", - "Requirement already satisfied: h5py in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (3.9.0)\n", - "Requirement already satisfied: fiona in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (1.9.4)\n", - "Requirement already satisfied: datashader in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (0.16.0)\n", - "Requirement already satisfied: shapely in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (2.0.1)\n", - "Requirement already satisfied: geopandas in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (0.13.2)\n", - "Requirement already satisfied: s3fs in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (2023.6.0)\n", - "Requirement already satisfied: xarray in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (2023.12.0)\n", - "Requirement already satisfied: earthaccess>=0.5.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (0.8.2)\n", - "Requirement already satisfied: matplotlib in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (3.8.2)\n", - "Requirement already satisfied: requests in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (2.31.0)\n", - "Requirement already satisfied: holoviews in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (1.18.1)\n", - "Requirement already satisfied: numpy in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (1.23.5)\n", - "Requirement already satisfied: h5netcdf in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (1.1.0)\n", - "Requirement already satisfied: backoff in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (2.2.1)\n", - "Requirement already satisfied: hvplot in /srv/conda/envs/notebook/lib/python3.10/site-packages (from icepyx==1.0.0) (0.8.4)\n", - "Requirement already satisfied: tinynetrc<2.0.0,>=1.3.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from earthaccess>=0.5.1->icepyx==1.0.0) (1.3.1)\n", - "Requirement already satisfied: pqdm>=0.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from earthaccess>=0.5.1->icepyx==1.0.0) (0.2.0)\n", - "Requirement already satisfied: multimethod>=1.8 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from earthaccess>=0.5.1->icepyx==1.0.0) (1.9.1)\n", - "Requirement already satisfied: python-dateutil>=2.8.2 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from earthaccess>=0.5.1->icepyx==1.0.0) (2.8.2)\n", - "Requirement already satisfied: fsspec>=2022.11 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from earthaccess>=0.5.1->icepyx==1.0.0) (2023.6.0)\n", - "Requirement already satisfied: python-cmr>=0.9.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from earthaccess>=0.5.1->icepyx==1.0.0) (0.9.0)\n", - "Requirement already satisfied: certifi>=2017.4.17 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from requests->icepyx==1.0.0) (2023.7.22)\n", - "Requirement already satisfied: urllib3<3,>=1.21.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from requests->icepyx==1.0.0) (1.26.18)\n", - "Requirement already satisfied: idna<4,>=2.5 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from requests->icepyx==1.0.0) (3.4)\n", - "Requirement already satisfied: charset-normalizer<4,>=2 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from requests->icepyx==1.0.0) (3.3.0)\n", - "Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from s3fs->icepyx==1.0.0) (3.9.1)\n", - "Requirement already satisfied: aiobotocore~=2.5.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from s3fs->icepyx==1.0.0) (2.5.0)\n", - "Requirement already satisfied: numba in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (0.56.4)\n", - "Requirement already satisfied: pillow in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (9.5.0)\n", - "Requirement already satisfied: multipledispatch in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (0.6.0)\n", - "Requirement already satisfied: scipy in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (1.9.3)\n", - "Requirement already satisfied: colorcet in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (3.0.1)\n", - "Requirement already satisfied: toolz in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (0.12.0)\n", - "Requirement already satisfied: pyct in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (0.5.0)\n", - "Requirement already satisfied: dask in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (2022.11.0)\n", - "Requirement already satisfied: param in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (1.13.0)\n", - "Requirement already satisfied: pandas in /srv/conda/envs/notebook/lib/python3.10/site-packages (from datashader->icepyx==1.0.0) (1.5.1)\n", - "Requirement already satisfied: click~=8.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from fiona->icepyx==1.0.0) (8.1.7)\n", - "Requirement already satisfied: cligj>=0.5 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from fiona->icepyx==1.0.0) (0.7.2)\n", - "Requirement already satisfied: click-plugins>=1.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from fiona->icepyx==1.0.0) (1.1.1)\n", - "Requirement already satisfied: six in /srv/conda/envs/notebook/lib/python3.10/site-packages (from fiona->icepyx==1.0.0) (1.16.0)\n", - "Requirement already satisfied: attrs>=19.2.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from fiona->icepyx==1.0.0) (23.1.0)\n", - "Requirement already satisfied: packaging in /srv/conda/envs/notebook/lib/python3.10/site-packages (from geopandas->icepyx==1.0.0) (23.2)\n", - "Requirement already satisfied: pyproj>=3.0.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from geopandas->icepyx==1.0.0) (3.6.1)\n", - "Requirement already satisfied: pyviz-comms>=0.7.4 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from holoviews->icepyx==1.0.0) (2.3.2)\n", - "Requirement already satisfied: panel>=1.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from holoviews->icepyx==1.0.0) (1.2.3)\n", - "Requirement already satisfied: bokeh>=1.0.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from hvplot->icepyx==1.0.0) (3.2.2)\n", - "Requirement already satisfied: pyparsing>=2.3.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from matplotlib->icepyx==1.0.0) (3.1.1)\n", - "Requirement already satisfied: contourpy>=1.0.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from matplotlib->icepyx==1.0.0) (1.2.0)\n", - "Requirement already satisfied: cycler>=0.10 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from matplotlib->icepyx==1.0.0) (0.12.1)\n", - "Requirement already satisfied: kiwisolver>=1.3.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from matplotlib->icepyx==1.0.0) (1.4.5)\n", - "Requirement already satisfied: fonttools>=4.22.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from matplotlib->icepyx==1.0.0) (4.46.0)\n", - "Requirement already satisfied: aioitertools>=0.5.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiobotocore~=2.5.0->s3fs->icepyx==1.0.0) (0.11.0)\n", - "Requirement already satisfied: botocore<1.29.77,>=1.29.76 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiobotocore~=2.5.0->s3fs->icepyx==1.0.0) (1.29.76)\n", - "Requirement already satisfied: wrapt>=1.10.10 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiobotocore~=2.5.0->s3fs->icepyx==1.0.0) (1.16.0)\n", - "Requirement already satisfied: async-timeout<5.0,>=4.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.0) (4.0.3)\n", - "Requirement already satisfied: yarl<2.0,>=1.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.0) (1.9.3)\n", - "Requirement already satisfied: frozenlist>=1.1.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.0) (1.4.0)\n", - "Requirement already satisfied: aiosignal>=1.1.2 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.0) (1.3.1)\n", - "Requirement already satisfied: multidict<7.0,>=4.5 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.0) (6.0.4)\n", - "Requirement already satisfied: PyYAML>=3.10 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.0) (5.4.1)\n", - "Requirement already satisfied: Jinja2>=2.9 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.0) (3.1.2)\n", - "Requirement already satisfied: xyzservices>=2021.09.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.0) (2023.10.1)\n", - "Requirement already satisfied: tornado>=5.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.0) (6.1)\n", - "Requirement already satisfied: pytz>=2020.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from pandas->datashader->icepyx==1.0.0) (2023.3.post1)\n", - "Requirement already satisfied: mdit-py-plugins in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (0.4.0)\n", - "Requirement already satisfied: typing-extensions in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (4.8.0)\n", - "Requirement already satisfied: tqdm>=4.48.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (4.64.1)\n", - "Requirement already satisfied: linkify-it-py in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (2.0.0)\n", - "Requirement already satisfied: bleach in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (6.1.0)\n", - "Requirement already satisfied: markdown-it-py in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (2.2.0)\n", - "Requirement already satisfied: markdown in /srv/conda/envs/notebook/lib/python3.10/site-packages (from panel>=1.0->holoviews->icepyx==1.0.0) (3.5.1)\n", - "Requirement already satisfied: bounded-pool-executor in /srv/conda/envs/notebook/lib/python3.10/site-packages (from pqdm>=0.1->earthaccess>=0.5.1->icepyx==1.0.0) (0.0.3)\n", - "Requirement already satisfied: cloudpickle>=1.1.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from dask->datashader->icepyx==1.0.0) (3.0.0)\n", - "Requirement already satisfied: partd>=0.3.10 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from dask->datashader->icepyx==1.0.0) (1.4.1)\n", - "Requirement already satisfied: setuptools in /srv/conda/envs/notebook/lib/python3.10/site-packages (from numba->datashader->icepyx==1.0.0) (68.2.2)\n", - "Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from numba->datashader->icepyx==1.0.0) (0.39.1)\n", - "Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from botocore<1.29.77,>=1.29.76->aiobotocore~=2.5.0->s3fs->icepyx==1.0.0) (1.0.1)\n", - "Requirement already satisfied: MarkupSafe>=2.0 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from Jinja2>=2.9->bokeh>=1.0.0->hvplot->icepyx==1.0.0) (2.1.3)\n", - "Requirement already satisfied: locket in /srv/conda/envs/notebook/lib/python3.10/site-packages (from partd>=0.3.10->dask->datashader->icepyx==1.0.0) (1.0.0)\n", - "Requirement already satisfied: webencodings in /srv/conda/envs/notebook/lib/python3.10/site-packages (from bleach->panel>=1.0->holoviews->icepyx==1.0.0) (0.5.1)\n", - "Requirement already satisfied: uc-micro-py in /srv/conda/envs/notebook/lib/python3.10/site-packages (from linkify-it-py->panel>=1.0->holoviews->icepyx==1.0.0) (1.0.1)\n", - "Requirement already satisfied: mdurl~=0.1 in /srv/conda/envs/notebook/lib/python3.10/site-packages (from markdown-it-py->panel>=1.0->holoviews->icepyx==1.0.0) (0.1.0)\n", - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], - "source": [ - "%pip install icepyx==1.0.0" - ] - }, - { - "cell_type": "code", - "execution_count": 2, "id": "0e226454-c730-4656-ae88-19297a8a855a", "metadata": { + "scrolled": true, "tags": [] }, "outputs": [ @@ -167,20 +60,111 @@ "name": "stdout", "output_type": "stream", "text": [ - "Collecting openpyxl\n", - " Downloading openpyxl-3.1.2-py2.py3-none-any.whl (249 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m250.0/250.0 kB\u001b[0m \u001b[31m2.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n", - "\u001b[?25hCollecting et-xmlfile\n", - " Downloading et_xmlfile-1.1.0-py3-none-any.whl (4.7 kB)\n", - "Installing collected packages: et-xmlfile, openpyxl\n", - "Successfully installed et-xmlfile-1.1.0 openpyxl-3.1.2\n", + "Requirement already satisfied: openpyxl in /srv/conda/envs/notebook/lib/python3.11/site-packages (3.1.2)\n", + "Requirement already satisfied: et-xmlfile in /srv/conda/envs/notebook/lib/python3.11/site-packages (from openpyxl) (1.1.0)\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "Obtaining file:///home/jovyan/icepyx\n", + " Preparing metadata (setup.py) ... \u001b[?25ldone\n", + "\u001b[?25hRequirement already satisfied: backoff in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (2.2.1)\n", + "Requirement already satisfied: datashader in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (0.16.0)\n", + "Requirement already satisfied: earthaccess>=0.5.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (0.8.2)\n", + "Requirement already satisfied: fiona in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (1.9.5)\n", + "Requirement already satisfied: geopandas in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (0.13.2)\n", + "Requirement already satisfied: h5netcdf in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (1.1.0)\n", + "Requirement already satisfied: h5py in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (3.10.0)\n", + "Requirement already satisfied: holoviews in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (1.18.3)\n", + "Requirement already satisfied: hvplot in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (0.8.4)\n", + "Requirement already satisfied: matplotlib in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (3.8.3)\n", + "Requirement already satisfied: numpy in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (1.23.5)\n", + "Requirement already satisfied: requests in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (2.31.0)\n", + "Requirement already satisfied: s3fs in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (2023.6.0)\n", + "Requirement already satisfied: shapely in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (2.0.3)\n", + "Requirement already satisfied: xarray in /srv/conda/envs/notebook/lib/python3.11/site-packages (from icepyx==1.0.1.dev19+g42c1c1b) (2024.2.0)\n", + "Requirement already satisfied: fsspec>=2022.11 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (2023.6.0)\n", + "Requirement already satisfied: multimethod>=1.8 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (1.11)\n", + "Requirement already satisfied: pqdm>=0.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (0.2.0)\n", + "Requirement already satisfied: python-cmr>=0.9.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (0.9.0)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (2.8.2)\n", + "Requirement already satisfied: tinynetrc<2.0.0,>=1.3.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (1.3.1)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from requests->icepyx==1.0.1.dev19+g42c1c1b) (3.3.0)\n", + "Requirement already satisfied: idna<4,>=2.5 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from requests->icepyx==1.0.1.dev19+g42c1c1b) (3.4)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from requests->icepyx==1.0.1.dev19+g42c1c1b) (1.26.18)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from requests->icepyx==1.0.1.dev19+g42c1c1b) (2023.7.22)\n", + "Requirement already satisfied: aiobotocore~=2.5.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from s3fs->icepyx==1.0.1.dev19+g42c1c1b) (2.5.0)\n", + "Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from s3fs->icepyx==1.0.1.dev19+g42c1c1b) (3.9.3)\n", + "Requirement already satisfied: colorcet in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (3.0.1)\n", + "Requirement already satisfied: dask in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (2024.2.1)\n", + "Requirement already satisfied: multipledispatch in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (0.6.0)\n", + "Requirement already satisfied: numba in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (0.58.1)\n", + "Requirement already satisfied: pandas in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (2.2.1)\n", + "Requirement already satisfied: param in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (1.13.0)\n", + "Requirement already satisfied: pillow in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (10.2.0)\n", + "Requirement already satisfied: pyct in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (0.5.0)\n", + "Requirement already satisfied: scipy in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (1.9.3)\n", + "Requirement already satisfied: toolz in /srv/conda/envs/notebook/lib/python3.11/site-packages (from datashader->icepyx==1.0.1.dev19+g42c1c1b) (0.12.1)\n", + "Requirement already satisfied: attrs>=19.2.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from fiona->icepyx==1.0.1.dev19+g42c1c1b) (23.1.0)\n", + "Requirement already satisfied: click~=8.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from fiona->icepyx==1.0.1.dev19+g42c1c1b) (8.1.7)\n", + "Requirement already satisfied: click-plugins>=1.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from fiona->icepyx==1.0.1.dev19+g42c1c1b) (1.1.1)\n", + "Requirement already satisfied: cligj>=0.5 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from fiona->icepyx==1.0.1.dev19+g42c1c1b) (0.7.2)\n", + "Requirement already satisfied: six in /srv/conda/envs/notebook/lib/python3.11/site-packages (from fiona->icepyx==1.0.1.dev19+g42c1c1b) (1.16.0)\n", + "Requirement already satisfied: setuptools in /srv/conda/envs/notebook/lib/python3.11/site-packages (from fiona->icepyx==1.0.1.dev19+g42c1c1b) (68.2.2)\n", + "Requirement already satisfied: packaging in /srv/conda/envs/notebook/lib/python3.11/site-packages (from geopandas->icepyx==1.0.1.dev19+g42c1c1b) (23.2)\n", + "Requirement already satisfied: pyproj>=3.0.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from geopandas->icepyx==1.0.1.dev19+g42c1c1b) (3.6.1)\n", + "Requirement already satisfied: pyviz-comms>=0.7.4 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from holoviews->icepyx==1.0.1.dev19+g42c1c1b) (3.0.1)\n", + "Requirement already satisfied: panel>=1.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from holoviews->icepyx==1.0.1.dev19+g42c1c1b) (1.2.3)\n", + "Requirement already satisfied: bokeh>=1.0.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from hvplot->icepyx==1.0.1.dev19+g42c1c1b) (3.2.2)\n", + "Requirement already satisfied: contourpy>=1.0.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from matplotlib->icepyx==1.0.1.dev19+g42c1c1b) (1.2.0)\n", + "Requirement already satisfied: cycler>=0.10 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from matplotlib->icepyx==1.0.1.dev19+g42c1c1b) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from matplotlib->icepyx==1.0.1.dev19+g42c1c1b) (4.49.0)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from matplotlib->icepyx==1.0.1.dev19+g42c1c1b) (1.4.5)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from matplotlib->icepyx==1.0.1.dev19+g42c1c1b) (3.1.1)\n", + "Requirement already satisfied: botocore<1.29.77,>=1.29.76 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiobotocore~=2.5.0->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (1.29.76)\n", + "Requirement already satisfied: wrapt>=1.10.10 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiobotocore~=2.5.0->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (1.16.0)\n", + "Requirement already satisfied: aioitertools>=0.5.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiobotocore~=2.5.0->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (0.11.0)\n", + "Requirement already satisfied: aiosignal>=1.1.2 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (1.3.1)\n", + "Requirement already satisfied: frozenlist>=1.1.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (1.4.1)\n", + "Requirement already satisfied: multidict<7.0,>=4.5 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (6.0.5)\n", + "Requirement already satisfied: yarl<2.0,>=1.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (1.9.4)\n", + "Requirement already satisfied: Jinja2>=2.9 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.1.dev19+g42c1c1b) (3.1.2)\n", + "Requirement already satisfied: PyYAML>=3.10 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.1.dev19+g42c1c1b) (5.4.1)\n", + "Requirement already satisfied: tornado>=5.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.1.dev19+g42c1c1b) (6.4)\n", + "Requirement already satisfied: xyzservices>=2021.09.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from bokeh>=1.0.0->hvplot->icepyx==1.0.1.dev19+g42c1c1b) (2023.10.1)\n", + "Requirement already satisfied: pytz>=2020.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from pandas->datashader->icepyx==1.0.1.dev19+g42c1c1b) (2023.3.post1)\n", + "Requirement already satisfied: tzdata>=2022.7 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from pandas->datashader->icepyx==1.0.1.dev19+g42c1c1b) (2024.1)\n", + "Requirement already satisfied: markdown in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (3.5.2)\n", + "Requirement already satisfied: markdown-it-py in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (2.2.0)\n", + "Requirement already satisfied: linkify-it-py in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (2.0.3)\n", + "Requirement already satisfied: mdit-py-plugins in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (0.4.0)\n", + "Requirement already satisfied: tqdm>=4.48.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (4.64.1)\n", + "Requirement already satisfied: bleach in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (6.1.0)\n", + "Requirement already satisfied: typing-extensions in /srv/conda/envs/notebook/lib/python3.11/site-packages (from panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (4.8.0)\n", + "Requirement already satisfied: bounded-pool-executor in /srv/conda/envs/notebook/lib/python3.11/site-packages (from pqdm>=0.1->earthaccess>=0.5.1->icepyx==1.0.1.dev19+g42c1c1b) (0.0.3)\n", + "Requirement already satisfied: cloudpickle>=1.5.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from dask->datashader->icepyx==1.0.1.dev19+g42c1c1b) (3.0.0)\n", + "Requirement already satisfied: partd>=1.2.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from dask->datashader->icepyx==1.0.1.dev19+g42c1c1b) (1.4.1)\n", + "Requirement already satisfied: importlib-metadata>=4.13.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from dask->datashader->icepyx==1.0.1.dev19+g42c1c1b) (6.8.0)\n", + "Requirement already satisfied: llvmlite<0.42,>=0.41.0dev0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from numba->datashader->icepyx==1.0.1.dev19+g42c1c1b) (0.41.1)\n", + "Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from botocore<1.29.77,>=1.29.76->aiobotocore~=2.5.0->s3fs->icepyx==1.0.1.dev19+g42c1c1b) (1.0.1)\n", + "Requirement already satisfied: zipp>=0.5 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from importlib-metadata>=4.13.0->dask->datashader->icepyx==1.0.1.dev19+g42c1c1b) (3.17.0)\n", + "Requirement already satisfied: MarkupSafe>=2.0 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from Jinja2>=2.9->bokeh>=1.0.0->hvplot->icepyx==1.0.1.dev19+g42c1c1b) (2.1.5)\n", + "Requirement already satisfied: locket in /srv/conda/envs/notebook/lib/python3.11/site-packages (from partd>=1.2.0->dask->datashader->icepyx==1.0.1.dev19+g42c1c1b) (1.0.0)\n", + "Requirement already satisfied: webencodings in /srv/conda/envs/notebook/lib/python3.11/site-packages (from bleach->panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (0.5.1)\n", + "Requirement already satisfied: uc-micro-py in /srv/conda/envs/notebook/lib/python3.11/site-packages (from linkify-it-py->panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (1.0.3)\n", + "Requirement already satisfied: mdurl~=0.1 in /srv/conda/envs/notebook/lib/python3.11/site-packages (from markdown-it-py->panel>=1.0->holoviews->icepyx==1.0.1.dev19+g42c1c1b) (0.1.2)\n", + "Installing collected packages: icepyx\n", + " Attempting uninstall: icepyx\n", + " Found existing installation: icepyx 1.0.0\n", + " Uninstalling icepyx-1.0.0:\n", + " Successfully uninstalled icepyx-1.0.0\n", + " Running setup.py develop for icepyx\n", + "Successfully installed icepyx-1.0.1.dev19+g42c1c1b\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } ], "source": [ "# Needed for pandas read_excel\n", - "%pip install openpyxl" + "%pip install openpyxl\n", + "%pip install -e ~/icepyx" ] }, { @@ -2039,7 +2023,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "d33b2914-2a57-40aa-ba26-113e15adf373", "metadata": { "tags": [] @@ -2048,18 +2032,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "95840c19526b422b8e869d0ac49758e6", + "model_id": "03e23170d26a4c49bbd5d632367e05ac", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -2108,7 +2092,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "24e94b90-a04d-4d8a-9a8b-fb499f9bbc53", "metadata": { "tags": [] @@ -2240,7 +2224,7 @@ "63 POLYGON ((-49.90015 67.18552, -49.89933 67.176... " ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -2346,7 +2330,21 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, + "id": "3f3f1628-0fc1-407c-a8e5-a85cb8735345", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# (2) use the shapely package to supply the polygon coordinates directly as a list\n", + "from shapely.geometry import mapping\n", + "spatial_extent = list(mapping(gdf_polys[gdf_polys['Name / Location'] == 'Flade Isblink ice cap'].geometry.iloc[0])[\"coordinates\"][0])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, "id": "3e15602f-3fc1-40de-9519-a75ae5b3b4b1", "metadata": { "tags": [] @@ -2361,7 +2359,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "1a352b60-b203-47d6-9785-2cfdbcfdeb6b", "metadata": { "tags": [] @@ -3047,11 +3045,11 @@ "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
\n", - "
\n", + "
\n", "
\n", "