diff --git a/notebooks/datasets/DirectCloud_Access_SWOT_Oceanography.ipynb b/notebooks/datasets/DirectCloud_Access_SWOT_Oceanography.ipynb index 37cd7299..fe4a9576 100644 --- a/notebooks/datasets/DirectCloud_Access_SWOT_Oceanography.ipynb +++ b/notebooks/datasets/DirectCloud_Access_SWOT_Oceanography.ipynb @@ -13,7 +13,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Access SWOT Oceanography Data in the Cloud\n", + "# Access SWOT L2 Oceanography Data in AWS Cloud\n", "\n", "## Summary\n", "This notebook will show direct access of PO.DAAC archived products in the Earthdata Cloud in AWS Simple Storage Service (S3). In this demo, we will showcase the usage of SWOT Level 2 Low Rate products:\n", @@ -129,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": { "tags": [] }, @@ -145,7 +145,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5f841b54bda64956bc21646d90f1d0a2", + "model_id": "1dcf8b9a94284d65a5f175d54f3e5117", "version_major": 2, "version_minor": 0 }, @@ -159,7 +159,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ec4d87fa49b84464942d7fd3646a2632", + "model_id": "4f19897f7b374afb8abdc3b51373e6fd", "version_major": 2, "version_minor": 0 }, @@ -173,7 +173,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "49e9c9ba9c9f43738b347d531ae5809f", + "model_id": "c6c0472f9f514f838ae9f49cc0e2bc7c", "version_major": 2, "version_minor": 0 }, @@ -550,29 +550,29 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
<xarray.Dataset>\n",
+       "
<xarray.Dataset> Size: 4GB\n",
        "Dimensions:                                (num_lines: 98660, num_pixels: 69,\n",
        "                                            num_sides: 2)\n",
        "Coordinates:\n",
-       "    latitude                               (num_lines, num_pixels) float64 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    longitude                              (num_lines, num_pixels) float64 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    latitude_nadir                         (num_lines) float64 dask.array<chunksize=(9866,), meta=np.ndarray>\n",
-       "    longitude_nadir                        (num_lines) float64 dask.array<chunksize=(9866,), meta=np.ndarray>\n",
+       "    latitude                               (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    longitude                              (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    latitude_nadir                         (num_lines) float64 789kB dask.array<chunksize=(9866,), meta=np.ndarray>\n",
+       "    longitude_nadir                        (num_lines) float64 789kB dask.array<chunksize=(9866,), meta=np.ndarray>\n",
        "Dimensions without coordinates: num_lines, num_pixels, num_sides\n",
        "Data variables: (12/98)\n",
-       "    time                                   (num_lines) float64 dask.array<chunksize=(9866,), meta=np.ndarray>\n",
-       "    time_tai                               (num_lines) float64 dask.array<chunksize=(9866,), meta=np.ndarray>\n",
-       "    ssh_karin                              (num_lines, num_pixels) float64 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    ssh_karin_qual                         (num_lines, num_pixels) float64 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    ssh_karin_uncert                       (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    ssha_karin                             (num_lines, num_pixels) float64 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    time                                   (num_lines) float64 789kB dask.array<chunksize=(9866,), meta=np.ndarray>\n",
+       "    time_tai                               (num_lines) float64 789kB dask.array<chunksize=(9866,), meta=np.ndarray>\n",
+       "    ssh_karin                              (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    ssh_karin_qual                         (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    ssh_karin_uncert                       (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    ssha_karin                             (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
        "    ...                                     ...\n",
-       "    swh_ssb_cor_source                     (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    swh_ssb_cor_source_2                   (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    wind_speed_ssb_cor_source              (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    wind_speed_ssb_cor_source_2            (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    volumetric_correlation                 (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
-       "    volumetric_correlation_uncert          (num_lines, num_pixels) float32 dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    swh_ssb_cor_source                     (num_lines, num_pixels) float32 27MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    swh_ssb_cor_source_2                   (num_lines, num_pixels) float32 27MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    wind_speed_ssb_cor_source              (num_lines, num_pixels) float32 27MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    wind_speed_ssb_cor_source_2            (num_lines, num_pixels) float32 27MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    volumetric_correlation                 (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
+       "    volumetric_correlation_uncert          (num_lines, num_pixels) float64 54MB dask.array<chunksize=(9866, 69), meta=np.ndarray>\n",
        "Attributes: (12/62)\n",
        "    Conventions:                                   CF-1.7\n",
        "    title:                                         Level 2 Low Rate Sea Surfa...\n",
@@ -586,7 +586,7 @@
        "    good_ocean_data_percent:                       76.4772191457865\n",
        "    ssha_variance:                                 0.4263933333980923\n",
        "    references:                                    V1.2.1\n",
-       "    equator_longitude:                             -5.36