Skip to content

Instantly share code, notes, and snippets.

@vincentsarago
Created October 24, 2024 16:59
Show Gist options
  • Save vincentsarago/81f1e849ca8cef938a342ac49a2a1d49 to your computer and use it in GitHub Desktop.
Save vincentsarago/81f1e849ca8cef938a342ac49a2a1d49 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Granules found: 1\n",
" Getting 1 granules, approx download size: 0.7 GB\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "2e6a7502bc444fc3a8964384331ca156",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"QUEUEING TASKS | : 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"File 20240920090000-JPL-L4_GHRSST-SSTfnd-MUR-GLOB-v02.0-fv04.1.nc already downloaded\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e81de6a3a0dc403c8003ec3f75148af5",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"PROCESSING TASKS | : 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e2c902fe70884cc19dca676501bfcacc",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"COLLECTING RESULTS | : 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(-179.99500549324037, -89.99499786365084, 180.0050000000763, 89.99499786365084)\n",
"[0.01000000015259213, 0.0, -179.99500549324037, 0.0, 0.009999999762614682, -89.99499786365084, 0.0, 0.0, 1.0]\n"
]
}
],
"source": [
"import earthaccess\n",
"import matplotlib.pyplot as plt\n",
"import rio_tiler\n",
"import xarray\n",
"\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Download dataset\n",
"earthaccess.login()\n",
"results = earthaccess.search_data(\n",
" concept_id=\"C1996881146-POCLOUD\", count=1, temporal=(\"2024-09-20\", \"2024-09-20\")\n",
")\n",
"\n",
"fp = earthaccess.download(results, \"earthaccess_data\")[0]\n",
"ds = xarray.open_dataset(fp, decode_coords=\"all\")\n",
"da = ds[\"analysed_sst\"]\n",
"\n",
"print(da.rio.bounds())\n",
"print(list(da.rio.transform()))\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Fist let's analyse the transform, we can see the Y resolution is positive, which is weird because usually in raster space the Y resolution is Negative.\n",
"\n",
"Also the `origin` is set to be the `bottom` (-89)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"None\n",
"BoundingBox(left=-179.995, bottom=-89.99500000000002, right=180.005, top=89.99499999999999)\n",
"[0.01, 0.0, -179.995, 0.0, -0.01, 89.99499999999999, 0.0, 0.0, 1.0]\n"
]
}
],
"source": [
"import rasterio\n",
"with rasterio.open(f\"NETCDF::{fp}:analysed_sst\") as src:\n",
" print(src.crs)\n",
" print(src.bounds)\n",
" print(list(src.transform))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"GDAL/Rasterio seems to give a `correct` transfom with a Y resolution of `-0.01` and origin +89\n",
"\n",
"should https://github.com/corteva/rioxarray/blob/f3ad955dd59dfdd1a696ac9d4a4b5be1418c5994/rioxarray/rioxarray.py#L707-L709 be\n",
"\n",
"```\n",
" src_left, _, _, src_top = self.bounds(recalc=recalc)\n",
" return Affine.translation(src_left, src_top) * Affine.scale(\n",
" src_resolution_x, -src_resolution_y\n",
" )\n",
"```\n",
"\n",
"?"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# CRS is missing but we can assume it's WGS84\n",
"da.rio.write_crs(\"epsg:4326\", inplace=True)\n",
"\n",
"part = da.rio.clip_box(\n",
" -99.524,\n",
" 19.043,\n",
" -78.647,\n",
" 31.126,\n",
" crs=\"epsg:4326\",\n",
" auto_expand=True,\n",
")\n",
"arr = part.to_masked_array()\n",
"\n",
"plt.imshow(arr[0])\n",
"plt.colorbar()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.01000000015259213, 0.0, -179.99500549324037, 0.0, -0.009999999762614682, 89.99499786365084, 0.0, 0.0, 1.0]\n",
"[0.01000000015259213, 0.0, -179.99500549324037, 0.0, -0.009999999762614682, -89.98499786388822, 0.0, 0.0, 1.0]\n"
]
},
{
"ename": "WindowError",
"evalue": "Bounds and transform are inconsistent",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mWindowError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/var/folders/5m/9w3sxz2n1d12vyk8k_cz76w40000gn/T/ipykernel_66048/4183870960.py\u001b[0m in \u001b[0;36m<cell line: 23>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 21\u001b[0m \u001b[0;31m# print(window)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 23\u001b[0;31m part = new_da.rio.clip_box(\n\u001b[0m\u001b[1;32m 24\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0;36m99.524\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 25\u001b[0m \u001b[0;36m19.043\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Dev/venv/py39/lib/python3.9/site-packages/rioxarray/raster_array.py\u001b[0m in \u001b[0;36mclip_box\u001b[0;34m(self, minx, miny, maxx, maxy, auto_expand, auto_expand_limit, crs)\u001b[0m\n\u001b[1;32m 806\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mwindow_error\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcl_array\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwidth\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcl_array\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheight\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 807\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mauto_expand\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mauto_expand\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0mauto_expand_limit\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 808\u001b[0;31m return self.clip_box(\n\u001b[0m\u001b[1;32m 809\u001b[0m \u001b[0mminx\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminx\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresolution_x\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m2.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 810\u001b[0m \u001b[0mminy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminy\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresolution_y\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m2.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Dev/venv/py39/lib/python3.9/site-packages/rioxarray/raster_array.py\u001b[0m in \u001b[0;36mclip_box\u001b[0;34m(self, minx, miny, maxx, maxy, auto_expand, auto_expand_limit, crs)\u001b[0m\n\u001b[1;32m 806\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mwindow_error\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcl_array\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwidth\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcl_array\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheight\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 807\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mauto_expand\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mauto_expand\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0mauto_expand_limit\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 808\u001b[0;31m return self.clip_box(\n\u001b[0m\u001b[1;32m 809\u001b[0m \u001b[0mminx\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminx\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresolution_x\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m2.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 810\u001b[0m \u001b[0mminy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mminy\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresolution_y\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m2.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Dev/venv/py39/lib/python3.9/site-packages/rioxarray/raster_array.py\u001b[0m in \u001b[0;36mclip_box\u001b[0;34m(self, minx, miny, maxx, maxy, auto_expand, auto_expand_limit, crs)\u001b[0m\n\u001b[1;32m 815\u001b[0m )\n\u001b[1;32m 816\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mwindow_error\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 817\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mwindow_error\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 818\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mcl_array\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwidth\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcl_array\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheight\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 819\u001b[0m raise NoDataInBounds(\n",
"\u001b[0;32m~/Dev/venv/py39/lib/python3.9/site-packages/rioxarray/raster_array.py\u001b[0m in \u001b[0;36mclip_box\u001b[0;34m(self, minx, miny, maxx, maxy, auto_expand, auto_expand_limit, crs)\u001b[0m\n\u001b[1;32m 792\u001b[0m \u001b[0mwindow_error\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 793\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 794\u001b[0;31m window = rasterio.windows.from_bounds(\n\u001b[0m\u001b[1;32m 795\u001b[0m \u001b[0mleft\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnumpy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mleft\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 796\u001b[0m \u001b[0mbottom\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnumpy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbottom\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Dev/venv/py39/lib/python3.9/site-packages/rasterio/windows.py\u001b[0m in \u001b[0;36mfrom_bounds\u001b[0;34m(left, bottom, right, top, transform, height, width, precision)\u001b[0m\n\u001b[1;32m 322\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mWindowError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Bounds and transform are inconsistent\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 323\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mbottom\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mtop\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0me\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 324\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mWindowError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Bounds and transform are inconsistent\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 325\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 326\u001b[0m rows, cols = rowcol(\n",
"\u001b[0;31mWindowError\u001b[0m: Bounds and transform are inconsistent"
]
}
],
"source": [
"from affine import Affine\n",
"\n",
"src_resolution_x, src_resolution_y = da.rio.resolution()\n",
"src_left, _, _, src_top = da.rio.bounds(recalc=True)\n",
"\n",
"transform = Affine.translation(src_left, src_top) * Affine.scale(\n",
" src_resolution_x, -src_resolution_y\n",
")\n",
"print(list(transform))\n",
"new_da = da.rio.write_transform(transform)\n",
"print(list(new_da.rio.transform()))\n",
"\n",
"# left, bottom, right, top = -99.524, 19.043, -78.647, 31.126\n",
"# window = rasterio.windows.from_bounds(\n",
"# left=left,\n",
"# bottom=bottom,\n",
"# right=right,\n",
"# top=top,\n",
"# transform=transform,\n",
"# )\n",
"# print(window)\n",
"\n",
"part = new_da.rio.clip_box(\n",
" -99.524,\n",
" 19.043,\n",
" -78.647,\n",
" 31.126,\n",
" crs=\"epsg:4326\",\n",
" auto_expand=True,\n",
")\n",
"arr = part.to_masked_array()\n",
"\n",
"plt.imshow(arr[0])\n",
"plt.colorbar()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For some reason the `write_transform` does not take the `Origin` update into account "
]
}
],
"metadata": {
"kernelspec": {
"display_name": "py39",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.19"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment