From d02f3262d784739e27b7208edff1074ca95362c4 Mon Sep 17 00:00:00 2001 From: Robbi Bishop-Taylor Date: Tue, 15 Oct 2024 03:41:42 +0000 Subject: [PATCH] Fix broken tide_stats --- Makefile | 7 ++ docs/notebooks/Model_tides.ipynb | 4 +- docs/notebooks/Satellite_data.ipynb | 164 +++++++++++++-------------- docs/notebooks/Tide_statistics.ipynb | 27 +++-- eo_tides/stats.py | 46 ++++---- 5 files changed, 118 insertions(+), 130 deletions(-) diff --git a/Makefile b/Makefile index 71eddf0..b8c05e8 100644 --- a/Makefile +++ b/Makefile @@ -57,6 +57,13 @@ test-notebooks: ## Test notebooks with pytest @export EO_TIDES_TIDE_MODELS=./tests/data/tide_models && \ uv run python -m pytest --nbval-lax docs/notebooks/ --verbose +.PHONY: test-stats +test-stats: ## Test eo module with pytest + @echo "šŸš€ Testing eo module: Running pytest" + @tar --skip-old-files -xzf ./tests/data/tide_models.tar.gz -C ./tests/data + @export EO_TIDES_TIDE_MODELS=./tests/data/tide_models && \ + uv run python -m pytest tests/test_stats.py --verbose + .PHONY: build build: clean-build ## Build wheel file @echo "šŸš€ Creating wheel file" diff --git a/docs/notebooks/Model_tides.ipynb b/docs/notebooks/Model_tides.ipynb index 69a945e..fae2150 100644 --- a/docs/notebooks/Model_tides.ipynb +++ b/docs/notebooks/Model_tides.ipynb @@ -6,9 +6,7 @@ "source": [ "# Modelling tides\n", "\n", - "**This guide demonstrates how to use the [`model_tides`](../../api/#eo_tides.model.model_tides) function from the [`eo_tides.model`](../../api/#eo_tides.model) module.** \n", - "\n", - "This function allows you to model tide heights at multiple coordinates and/or timestep, using using one or more ocean tide models.\n", + "**This guide demonstrates how to use the [`model_tides`](../../api/#eo_tides.model.model_tides) function from the [`eo_tides.model`](../../api/#eo_tides.model) module to model tide heights at multiple coordinates or timesteps, using one or more ocean tide models.**\n", "\n", "The `model_tides` function can be used independently of Earth observation (EO) data, e.g. for any application where you need to generate a time series of tide heights.\n", "However, it also underpins the more complex EO-related functions demonstrated in [Combining tides with satellite data](../Satellite_data).\n", diff --git a/docs/notebooks/Satellite_data.ipynb b/docs/notebooks/Satellite_data.ipynb index 5e80680..a48cdf1 100644 --- a/docs/notebooks/Satellite_data.ipynb +++ b/docs/notebooks/Satellite_data.ipynb @@ -88,7 +88,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_27ecc312c1787897c79b2e9f1dc79c79 {\n", + " #map_df2104e3aca95e50de90456e58b7ca2c {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -115,14 +115,14 @@ "<body>\n", " \n", " \n", - " <div class="folium-map" id="map_27ecc312c1787897c79b2e9f1dc79c79" ></div>\n", + " <div class="folium-map" 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lJRkbC1jLflOGhMyRgNAoYEncFBy75aS7OCEaR+Z58y+ZJ52ntUw4J0yoeaUDShR0KgCZrMBrUEc zqke2xiT6ncZC2jl3QK8NWZUbSNvLCt7Xm9zuHOdloLZHEOW7rCdd6YlVRbgi0JxCrDSVgOtM6Zm aWrCRigHIHEF951o+V8qhZKg65TlNc+xMVyppasmKl1QwG7O1iW8mKSDlNalNxoqJSJ0XufLowHb ToSPnq35udLowgAAAHJJREFU+vl7vLl9zdvrLc45OhxTKcylsuBMzqTep4FsYwIVrvkevwt2BIuO drSjHe1oRzva0Y52tKP9Ru0H//bjI3B8tKMd7f+q/fXf/4NfE2j9288qOtrRjna0ox3taEc72tGO drSjHe1oRzva0b5g/wN/jIh67sNb0wAAAABJRU5ErkJggg== ",\n", " [[-17.928568471721146, 122.11813530358292], [-18.25160251786694, 122.43155750621222]],\n", " {}\n", " );\n", " \n", " \n", - " image_overlay_a7aab6bc83b20cc71408bd7712709403.addTo(map_27ecc312c1787897c79b2e9f1dc79c79);\n", + " image_overlay_a338a31d40152dfbd83a2275d353a112.addTo(map_df2104e3aca95e50de90456e58b7ca2c);\n", " \n", " \n", - " map_27ecc312c1787897c79b2e9f1dc79c79.fitBounds(\n", + " map_df2104e3aca95e50de90456e58b7ca2c.fitBounds(\n", " [[-17.92881248784194, 122.11999438218702], [-18.25127695672827, 122.43025025957971]],\n", " {}\n", " );\n", " \n", " \n", - " var layer_control_821bdd99e0cde8ab7c57aaa0fad6ce6d_layers = {\n", + " var layer_control_e03bae6da249575fd273f0606892898b_layers = {\n", " base_layers : {\n", - " "openstreetmap" : tile_layer_e1c0b45b3fd9546325f0feb8acd3b7c7,\n", + " "openstreetmap" : tile_layer_8ba5703232f677db52084474c8e9dd9e,\n", " },\n", " overlays : {\n", - " "ro_rgba-d20abe9d6bc7d3b0cad48cb5a3f494d8-a4e05ddab41a609e89e53ebcd5f69f2d" : image_overlay_a7aab6bc83b20cc71408bd7712709403,\n", + " "ro_rgba-d20abe9d6bc7d3b0cad48cb5a3f494d8-a4e05ddab41a609e89e53ebcd5f69f2d" : image_overlay_a338a31d40152dfbd83a2275d353a112,\n", " },\n", " };\n", - " let layer_control_821bdd99e0cde8ab7c57aaa0fad6ce6d = L.control.layers(\n", - " layer_control_821bdd99e0cde8ab7c57aaa0fad6ce6d_layers.base_layers,\n", - " layer_control_821bdd99e0cde8ab7c57aaa0fad6ce6d_layers.overlays,\n", + " let layer_control_e03bae6da249575fd273f0606892898b = L.control.layers(\n", + " layer_control_e03bae6da249575fd273f0606892898b_layers.base_layers,\n", + " layer_control_e03bae6da249575fd273f0606892898b_layers.overlays,\n", " {"autoZIndex": true, "collapsed": true, "position": "topright"}\n", - " ).addTo(map_27ecc312c1787897c79b2e9f1dc79c79);\n", + " ).addTo(map_df2104e3aca95e50de90456e58b7ca2c);\n", "\n", " \n", "</script>\n", "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, "execution_count": 1, @@ -189,9 +189,6 @@ } ], "source": [ - "%load_ext autoreload\n", - "%autoreload 2\n", - "\n", "import odc.stac\n", "import pystac_client\n", "\n", @@ -244,21 +241,14 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Setting tide modelling location from dataset centroid: 122.27, -18.09" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", + "Setting tide modelling location from dataset centroid: 122.27, -18.09\n", "Modelling tides using EOT20\n", " Size: 180B\n", "array([-0.25108945, 0.52756673, 1.5171705 , 2.011433 , 0.36809078,\n", @@ -298,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -347,22 +337,22 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 24, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -387,16 +377,16 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 36, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, @@ -436,7 +426,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -462,7 +452,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -477,7 +467,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 10.63it/s]\n" + "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 8.80it/s]\n" ] }, { @@ -485,7 +475,7 @@ "output_type": "stream", "text": [ "Returning low resolution tide array\n", - " Size: 30kB\n", + " Size: 30kB\n", "array([[[-0.30606133, -0.30717686, -0.30773783, ..., -0.25615942,\n", " -0.25615942, -0.25615942],\n", " [-0.30401567, -0.30424863, -0.30387282, ..., -0.25615942,\n", @@ -507,28 +497,28 @@ " [ 0.42650127, 0.4326196 , 0.43943623, ..., 0.51402086,\n", " 0.51402086, 0.51402086],\n", "...\n", - " [ 0.79745805, 0.79670805, 0.74477553, ..., 0.71566176,\n", - " 0.71566176, 0.71566176],\n", - " [ 0.79084396, 0.77906895, 0.77906895, ..., 0.71566176,\n", - " 0.71566176, 0.71566176],\n", - " [ 0.77906895, 0.77906895, 0.77906895, ..., 0.71566176,\n", - " 0.71566176, 0.71566176]],\n", - "\n", - " [[-0.09490972, -0.0888072 , -0.08280826, ..., -0.03007649,\n", - " -0.03007649, -0.03007649],\n", - " [-0.09255771, -0.08621228, -0.07994121, ..., -0.03007649,\n", - " -0.03007649, -0.03007649],\n", - " [-0.08885556, -0.08133071, -0.07350124, ..., -0.03007649,\n", - " -0.03007649, -0.03007649],\n", - " ...,\n", " [-0.05945583, -0.06040131, -0.04247595, ..., -0.03352479,\n", " -0.03352479, -0.03352479],\n", " [-0.05551686, -0.04903932, -0.04903932, ..., -0.03352479,\n", " -0.03352479, -0.03352479],\n", " [-0.04903932, -0.04903932, -0.04903932, ..., -0.03352479,\n", - " -0.03352479, -0.03352479]]], dtype=float32)\n", + " -0.03352479, -0.03352479]],\n", + "\n", + " [[ 0.88739955, 0.90003395, 0.91273254, ..., 1.0558591 ,\n", + " 1.0558591 , 1.0558591 ],\n", + " [ 0.9003904 , 0.91464955, 0.9293343 , ..., 1.0558591 ,\n", + " 1.0558591 , 1.0558591 ],\n", + " [ 0.9152668 , 0.9315954 , 0.9488063 , ..., 1.0558591 ,\n", + " 1.0558591 , 1.0558591 ],\n", + " ...,\n", + " [ 1.0099615 , 1.0095476 , 1.0438287 , ..., 1.0641807 ,\n", + " 1.0641807 , 1.0641807 ],\n", + " [ 1.0166272 , 1.026946 , 1.026946 , ..., 1.0641807 ,\n", + " 1.0641807 , 1.0641807 ],\n", + " [ 1.026946 , 1.026946 , 1.026946 , ..., 1.0641807 ,\n", + " 1.0641807 , 1.0641807 ]]], dtype=float32)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 352B 2024-01-07T01:55:31.679580 ... 20...\n", + " * time (time) datetime64[ns] 360B 2024-01-07T01:55:31.679580 ... 20...\n", " * x (x) float64 104B 3.925e+05 3.975e+05 ... 4.475e+05 4.525e+05\n", " * y (y) float64 104B 8.028e+06 8.022e+06 ... 7.972e+06 7.968e+06\n", " tide_model " + "" ] }, - "execution_count": 12, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, @@ -601,7 +591,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "metadata": { "tags": [] }, @@ -618,7 +608,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 10.82it/s]\n" + "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 12.43it/s]\n" ] }, { @@ -631,10 +621,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 13, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, @@ -670,16 +660,16 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Frozen({'y': 1185, 'x': 1099, 'time': 44})" + "Frozen({'y': 1185, 'x': 1099, 'time': 45})" ] }, - "execution_count": 14, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -690,16 +680,16 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Frozen({'time': 44, 'y': 1185, 'x': 1099})" + "Frozen({'time': 45, 'y': 1185, 'x': 1099})" ] }, - "execution_count": 15, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -717,26 +707,26 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " Size: 917MB\n", - "Dimensions: (y: 1185, x: 1099, time: 44)\n", + " Size: 938MB\n", + "Dimensions: (y: 1185, x: 1099, time: 45)\n", "Coordinates:\n", " * y (y) float64 9kB 8.017e+06 8.017e+06 ... 7.982e+06\n", " * x (x) float64 9kB 4.068e+05 4.068e+05 ... 4.398e+05\n", " spatial_ref int32 4B 32751\n", - " * time (time) datetime64[ns] 352B 2024-01-07T01:55:31.679580 ...\n", + " * time (time) datetime64[ns] 360B 2024-01-07T01:55:31.679580 ...\n", " tide_model \n", - " nbart_green (time, y, x) float32 229MB dask.array\n", - " nbart_blue (time, y, x) float32 229MB dask.array\n", - " tide_height_pixel (time, y, x) float32 229MB -0.3038 -0.3039 ... -0.03352\n" + " nbart_red (time, y, x) float32 234MB dask.array\n", + " nbart_green (time, y, x) float32 234MB dask.array\n", + " nbart_blue (time, y, x) float32 234MB dask.array\n", + " tide_height_pixel (time, y, x) float32 234MB -0.3038 -0.3039 ... 1.064\n" ] } ], @@ -757,7 +747,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -772,7 +762,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 12.50it/s]\n" + "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 9.61it/s]\n" ] }, { @@ -786,16 +776,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 17, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -827,7 +817,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -842,7 +832,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 9.55it/s]\n" + "100%|ā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆā–ˆ| 5/5 [00:00<00:00, 12.77it/s]\n" ] }, { @@ -855,10 +845,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 18, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, diff --git a/docs/notebooks/Tide_statistics.ipynb b/docs/notebooks/Tide_statistics.ipynb index 824d223..2d163cd 100644 --- a/docs/notebooks/Tide_statistics.ipynb +++ b/docs/notebooks/Tide_statistics.ipynb @@ -141,14 +141,14 @@ "šŸŒŠ Modelled astronomical tide range: 9.80 metres.\n", "šŸ›°ļø Observed tide range: 6.29 metres.\n", "\n", - " šŸ”“ 64% of the modelled astronomical tide range was observed at this location.\n", - " šŸŸ¢ The highest 10% (0.93 metres) of the tide range was never observed.\n", - " šŸ”“ The lowest 26% (2.59 metres) of the tide range was never observed.\n", + "šŸ”“ 64% of the modelled astronomical tide range was observed at this location.\n", + "šŸŸ¢ The highest 10% (0.93 metres) of the tide range was never observed.\n", + "šŸ”“ The lowest 26% (2.59 metres) of the tide range was never observed.\n", "\n", "šŸŒŠ Mean modelled astronomical tide height: -0.00 metres.\n", "šŸ›°ļø Mean observed tide height: 0.69 metres.\n", "\n", - " ā¬†ļø The mean observed tide height was 0.69 metres higher than the mean modelled astronomical tide height.\n" + "ā¬†ļø The mean observed tide height was 0.69 metres higher than the mean modelled astronomical tide height.\n" ] }, { @@ -312,14 +312,14 @@ "šŸŒŠ Modelled astronomical tide range: 9.55 metres.\n", "šŸ›°ļø Observed tide range: 6.40 metres.\n", "\n", - " šŸ”“ 67% of the modelled astronomical tide range was observed at this location.\n", - " šŸ”“ The highest 28% (2.72 metres) of the tide range was never observed.\n", - " šŸŸ¢ The lowest 4% (0.43 metres) of the tide range was never observed.\n", + "šŸ”“ 67% of the modelled astronomical tide range was observed at this location.\n", + "šŸ”“ The highest 28% (2.72 metres) of the tide range was never observed.\n", + "šŸŸ¢ The lowest 4% (0.43 metres) of the tide range was never observed.\n", "\n", "šŸŒŠ Mean modelled astronomical tide height: -0.00 metres.\n", "šŸ›°ļø Mean observed tide height: -1.31 metres.\n", "\n", - " ā¬‡ļø The mean observed tide height was -1.31 metres lower than the mean modelled astronomical tide height.\n" + "ā¬‡ļø The mean observed tide height was -1.31 metres lower than the mean modelled astronomical tide height.\n" ] }, { @@ -366,7 +366,6 @@ " satellite_name (time) \n", - " tide_height (time) float32 1kB 1.366 0.09767 -2.97 ... 1.053 1.305\n", " red (time, y, x) float32 158MB dask.array\n" ] } @@ -400,19 +399,19 @@ "šŸŒŠ Modelled astronomical tide range: 9.80 metres.\n", "šŸ›°ļø Observed tide range: 8.32 metres.\n", "\n", - " šŸŸ” 85% of the modelled astronomical tide range was observed at this location.\n", - " šŸŸ¢ The highest 10% (0.93 metres) of the tide range was never observed.\n", - " šŸŸ¢ The lowest 6% (0.55 metres) of the tide range was never observed.\n", + "šŸŸ” 85% of the modelled astronomical tide range was observed at this location.\n", + "šŸŸ¢ The highest 10% (0.93 metres) of the tide range was never observed.\n", + "šŸŸ¢ The lowest 6% (0.55 metres) of the tide range was never observed.\n", "\n", "šŸŒŠ Mean modelled astronomical tide height: -0.00 metres.\n", "šŸ›°ļø Mean observed tide height: 0.10 metres.\n", "\n", - " ā¬†ļø The mean observed tide height was 0.10 metres higher than the mean modelled astronomical tide height.\n" + "ā¬†ļø The mean observed tide height was 0.10 metres higher than the mean modelled astronomical tide height.\n" ] }, { "data": { - "image/png": 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", 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", 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" ] diff --git a/eo_tides/stats.py b/eo_tides/stats.py index 6f0cb32..d7eeb81 100644 --- a/eo_tides/stats.py +++ b/eo_tides/stats.py @@ -137,7 +137,7 @@ def tide_stats( tidepost_lon, tidepost_lat = ds.odc.geobox.geographic_extent.centroid.coords[0] # Model tides for each observation in the supplied xarray object - ds_tides = tag_tides( + obs_tides_da = tag_tides( ds, model=model, directory=directory, @@ -146,15 +146,12 @@ def tide_stats( return_tideposts=True, **model_tides_kwargs, ) - ds_tides = ds_tides.sortby("time") - - # Drop spatial ref for nicer plotting - ds_tides = ds_tides.drop_vars("spatial_ref") + obs_tides_da = obs_tides_da.sortby("time") # Generate range of times covering entire period of satellite record all_timerange = pd.date_range( - start=ds_tides.time.min().item(), - end=ds_tides.time.max().item(), + start=obs_tides_da.time.min().item(), + end=obs_tides_da.time.max().item(), freq=modelled_freq, ) @@ -170,9 +167,9 @@ def tide_stats( ) # Get coarse statistics on all and observed tidal ranges - obs_mean = ds_tides.tide_height.mean().item() + obs_mean = obs_tides_da.mean().item() all_mean = all_tides_df.tide_height.mean() - obs_min, obs_max = ds_tides.tide_height.quantile(min_max_q).values + obs_min, obs_max = obs_tides_da.quantile(min_max_q).values all_min, all_max = all_tides_df.tide_height.quantile(min_max_q).values # Calculate tidal range @@ -194,13 +191,10 @@ def tide_stats( high_tide_icon = "šŸŸ¢" if high_tide_offset <= 0.1 else "šŸŸ”" if 0.1 <= high_tide_offset < 0.2 else "šŸ”“" # Extract x (time in decimal years) and y (distance) values - all_times = all_tides_df.index.get_level_values("time") - all_x = all_times.year + ((all_times.dayofyear - 1) / 365) + ((all_times.hour) / 24) - time_period = all_x.max() - all_x.min() - - # Extract x (time in decimal years) and y (distance) values - obs_x = ds_tides.time.dt.year + ((ds_tides.time.dt.dayofyear - 1) / 365) + ((ds_tides.time.dt.hour) / 24) - obs_y = ds_tides.tide_height.values.astype(np.float32) + obs_x = ( + obs_tides_da.time.dt.year + ((obs_tides_da.time.dt.dayofyear - 1) / 365) + ((obs_tides_da.time.dt.hour) / 24) + ) + obs_y = obs_tides_da.values.astype(np.float32) # Compute linear regression obs_linreg = stats.linregress(x=obs_x, y=obs_y) @@ -210,26 +204,26 @@ def tide_stats( if plain_english: print(f"\n\nšŸŒŠ Modelled astronomical tide range: {all_range:.2f} metres.") print(f"šŸ›°ļø Observed tide range: {obs_range:.2f} metres.\n") - print(f" {spread_icon} {spread:.0%} of the modelled astronomical tide range was observed at this location.") + print(f"{spread_icon} {spread:.0%} of the modelled astronomical tide range was observed at this location.") print( - f" {high_tide_icon} The highest {high_tide_offset:.0%} ({high_tide_offset_m:.2f} metres) of the tide range was never observed." + f"{high_tide_icon} The highest {high_tide_offset:.0%} ({high_tide_offset_m:.2f} metres) of the tide range was never observed." ) print( - f" {low_tide_icon} The lowest {low_tide_offset:.0%} ({low_tide_offset_m:.2f} metres) of the tide range was never observed.\n" + f"{low_tide_icon} The lowest {low_tide_offset:.0%} ({low_tide_offset_m:.2f} metres) of the tide range was never observed.\n" ) print(f"šŸŒŠ Mean modelled astronomical tide height: {all_mean:.2f} metres.") print(f"šŸ›°ļø Mean observed tide height: {obs_mean:.2f} metres.\n") print( - f" {mean_diff_icon} The mean observed tide height was {obs_mean - all_mean:.2f} metres {mean_diff} than the mean modelled astronomical tide height." + f"{mean_diff_icon} The mean observed tide height was {obs_mean - all_mean:.2f} metres {mean_diff} than the mean modelled astronomical tide height." ) if linear_reg: if obs_linreg.pvalue > 0.01: - print(" āž– Observed tides showed no significant trends over time.") + print("āž– Observed tides showed no significant trends over time.") else: obs_slope_desc = "decreasing" if obs_linreg.slope < 0 else "increasing" print( - f" āš ļø Observed tides showed a significant {obs_slope_desc} trend over time (p={obs_linreg.pvalue:.3f}, {obs_linreg.slope:.2f} metres per year)" + f"āš ļø Observed tides showed a significant {obs_slope_desc} trend over time (p={obs_linreg.pvalue:.3f}, {obs_linreg.slope:.2f} metres per year)" ) if plot: @@ -241,8 +235,8 @@ def tide_stats( if plot_col is not None: # Create a list of marker styles markers = ["o", "^", "s", "D", "v", "<", ">", "p", "*", "h", "H", "+", "x", "d", "|", "_"] - for i, value in enumerate(np.unique(ds_tides[plot_col])): - ds_tides.where(ds_tides[plot_col] == value, drop=True).tide_height.plot.line( + for i, value in enumerate(np.unique(ds[plot_col])): + obs_tides_da.sel(time=ds[plot_col] == value).plot.line( ax=ax, linewidth=0.0, color="black", @@ -252,7 +246,7 @@ def tide_stats( ) # Otherwise, plot all data at once else: - ds_tides.tide_height.plot.line( + obs_tides_da.plot.line( ax=ax, marker="o", linewidth=0.0, color="black", markersize=3.5, label="Satellite observations" ) @@ -262,7 +256,7 @@ def tide_stats( # Add linear regression line if linear_reg: ax.plot( - ds_tides.time.isel(time=[0, -1]), + obs_tides_da.time.isel(time=[0, -1]), obs_linreg.intercept + obs_linreg.slope * obs_x[[0, -1]], "r", label="fitted line",