diff --git a/notebooks/AlphaEarth Embeddings.ipynb b/notebooks/AlphaEarth Embeddings.ipynb new file mode 100644 index 0000000..2705ce6 --- /dev/null +++ b/notebooks/AlphaEarth Embeddings.ipynb @@ -0,0 +1,625 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Urban Analysis with Google Satellite Embeddings\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook demonstrates how to use UrbanPy to download and analyze \n", + "Google's satellite embeddings.\n", + "\n", + "\n", + "**Requirements:**\n", + "- Earth Engine account and authentication. See [auth guide](https://developers.google.com/earth-engine/guides/auth) for instructions." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import warnings\n", + "\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "\n", + "sys.path.append(\"..\")\n", + "\n", + "import urbanpy as up\n", + "import geopandas as gpd\n", + "import numpy as np\n", + "\n", + "import ee\n", + "\n", + "import plotly.express as px\n", + "import matplotlib.pyplot as plt\n", + "from tqdm.notebook import tqdm\n", + "\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics.pairwise import cosine_similarity\n", + "from sklearn.cluster import KMeans" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "tqdm.pandas()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Download data for city and generate hexagons" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "quito = up.download.nominatim_osm(\n", + " \"Distrito Metropolitano de Quito, Pichincha, Ecuador\",\n", + " email=\"your.email@example.com\",\n", + ")\n", + "hexes = up.geom.gen_hexagons(resolution=7, city=quito) # Resolution 7: ~5km² hexagons\n", + "\n", + "hexes.plot()\n", + "plt.axis(\"off\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2. Download Satellite Embeddings\n", + "\n", + "Satellite embeddings are 64-dimensional learned representations that capture\n", + "land surface characteristics from multi-sensor satellite data.\n", + "\n", + "For each hexagon, we download the embeddings from Google Earth Engine, reducing all embeddings within the hexagon to a single vector. This allows us to get a representative embedding for the entire hexagon, making it easier to work with.\n", + "\n", + "### Authenticate with Earth Engine" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "if this is the first time you use google earth engine you will have to create or specify a Google Cloud Console project and also enable Google Earth Engine for that project" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Authenticate with Earth Engine\n", + "try:\n", + " ee.Initialize(project=\"your-project-id\")\n", + "except Exception:\n", + " ee.Authenticate() # one-time browser flow\n", + " ee.Initialize(project=\"your-project-id\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Download and validate embeddings" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Retrieved 718 features from Earth Engine\n", + "{'type': 'Feature', 'geometry': {'type': 'Polygon', 'coordinates': [[[-78.41946148607806, 0.2536015851221892], [-78.42738262018916, 0.24282279438815985], [-78.42178501599855, 0.23049327065624914], [-78.40826602515907, 0.22894359567292638], [-78.4003456886088, 0.23972315349669704], [-78.40594354493768, 0.2520516191920106], [-78.41946148607806, 0.2536015851221892]]]}, 'id': '0', 'properties': {'A00': -0.012210374338229935, 'A01': -0.015764855261631662, 'A02': 0.04762615786688245, 'A03': -0.04770823540875145, 'A04': 0.08285197717525639, 'A05': -0.04335812134456066, 'A06': 0.006646787979185214, 'A07': -0.01617137397154833, 'A08': 0.08927317324769073, 'A09': 0.005627673120217499, 'A10': -0.023712860665845863, 'A11': -0.0945642115890912, 'A12': -0.0027982057278485477, 'A13': 0.01746917590411954, 'A14': -0.06341975128630287, 'A15': -0.1638106124887473, 'A16': -0.20289126564137103, 'A17': -0.0503498925930657, 'A18': 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" + ], + "text/plain": [ + " geometry A00 A01 \\\n", + "0 POLYGON ((-78.41946 0.2536, -78.42738 0.24282,... -0.012210 -0.015765 \n", + "1 POLYGON ((-78.19861 -0.20457, -78.20653 -0.215... -0.028306 -0.012854 \n", + "2 POLYGON ((-78.37139 0.1195, -78.37931 0.10871,... 0.018828 0.027991 \n", + "3 POLYGON ((-78.48232 -0.37154, -78.49026 -0.382... 0.028986 -0.041577 \n", + "4 POLYGON ((-78.40857 -0.25094, -78.4165 -0.2617... -0.000334 -0.016856 \n", + "\n", + " A02 A03 A04 A05 A06 A07 A08 ... \\\n", + "0 0.047626 -0.047708 0.082852 -0.043358 0.006647 -0.016171 0.089273 ... \n", + "1 -0.031651 -0.112338 -0.109440 0.055266 0.055814 -0.179529 0.194983 ... \n", + "2 0.033058 -0.072527 0.065566 0.002892 0.091134 -0.072631 0.074903 ... \n", + "3 0.026822 -0.067836 0.079977 0.027906 0.064005 -0.072225 0.070828 ... \n", + "4 -0.024078 -0.059458 0.077509 0.027788 -0.022550 -0.039070 0.061152 ... \n", + "\n", + " A55 A56 A57 A58 A59 A60 A61 \\\n", + "0 -0.167098 0.026739 -0.076119 -0.204360 -0.079301 -0.001414 0.121799 \n", + "1 -0.186690 0.041453 -0.031675 -0.179936 -0.216983 0.002417 0.207639 \n", + "2 -0.117045 0.055868 -0.039156 -0.217623 -0.099242 -0.020531 0.106371 \n", + "3 -0.131100 0.047927 -0.056856 -0.226265 -0.131128 0.095357 0.063385 \n", + "4 -0.136492 0.044548 -0.090333 -0.212236 -0.154284 0.045116 0.071539 \n", + "\n", + " A62 A63 hex \n", + "0 -0.155974 -0.290017 8766d3b94ffffff \n", + "1 -0.183270 -0.190025 8766d336bffffff \n", + "2 -0.105937 -0.246816 8766d3aa2ffffff \n", + "3 -0.095334 -0.256757 8766d32f2ffffff \n", + "4 -0.110006 -0.327388 8766d3200ffffff \n", + "\n", + "[5 rows x 66 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "embeddings = up.download.google_satellite_embeddings(hexes, year=2023)\n", + "\n", + "embedding_cols = [col for col in embeddings.columns if col.startswith(\"A\")]\n", + "valid_hexes = embeddings[embedding_cols[0]].notna().sum()\n", + "\n", + "print(\n", + " f\"Successfully downloaded embeddings for {valid_hexes}/{len(embeddings)} hexagons\"\n", + ")\n", + "\n", + "if valid_hexes == 0:\n", + " raise ValueError(\n", + " \"No embedding data retrieved. Check Earth Engine authentication and project ID.\"\n", + " )\n", + "\n", + "embeddings.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot single band for visualization\n", + "embeddings.plot(column=\"A00\", cmap=\"viridis\", legend=True)\n", + "plt.axis(\"off\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3. Analysis\n", + "Satellite embeddings can be used for a variety of tasks, such as classification, similarity search, and regression.\n", + "\n", + "## 3.1 Clustering\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Counts per cluster:\n", + " cluster\n", + "0 217\n", + "1 130\n", + "2 197\n", + "3 174 \n", + "\n", + "Area (m²) per cluster:\n", + " cluster\n", + "0 1.278967e+09\n", + "1 7.656591e+08\n", + "2 1.162534e+09\n", + "3 1.025621e+09 \n", + "\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "SEED = 33\n", + "K_CLUSTERS = 4\n", + "BAND_COLS = [f\"A{str(i).zfill(2)}\" for i in range(64)]\n", + "\n", + "# clean and scale\n", + "embeddings = embeddings.dropna(subset=BAND_COLS).reset_index(drop=True)\n", + "X = embeddings[BAND_COLS].to_numpy(dtype=float)\n", + "\n", + "scaler = StandardScaler()\n", + "Xz = scaler.fit_transform(X)\n", + "\n", + "km = KMeans(n_clusters=K_CLUSTERS, n_init=10, random_state=SEED)\n", + "labels = km.fit_predict(Xz)\n", + "embeddings[\"cluster\"] = labels.astype(int)\n", + "\n", + "# small summary\n", + "# project to a metric CRS, compute area, back to WGS84\n", + "emb_m = embeddings.to_crs(epsg=3857).copy()\n", + "emb_m[\"area_m2\"] = emb_m.geometry.area\n", + "counts = emb_m[\"cluster\"].value_counts().sort_index()\n", + "areas = emb_m.groupby(\"cluster\")[\"area_m2\"].sum().sort_index()\n", + "print(\"Counts per cluster:\\n\", counts.to_string(), \"\\n\")\n", + "print(\"Area (m²) per cluster:\\n\", areas.round(0).to_string(), \"\\n\")\n", + "\n", + "# plot clusters + one band\n", + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 8))\n", + "\n", + "embeddings.plot(\n", + " column=\"cluster\", legend=True, alpha=0.95, linewidth=0, cmap=\"viridis_r\", ax=ax1\n", + ")\n", + "gpd.GeoDataFrame(geometry=quito.geometry).boundary.plot(\n", + " ax=ax1, color=\"black\", linewidth=1.0\n", + ")\n", + "ax1.set_title(f\"Hex clusters (k={K_CLUSTERS}) • Quito\")\n", + "ax1.set_axis_off()\n", + "\n", + "embeddings.plot(\n", + " column=\"A00\", legend=True, alpha=0.95, linewidth=0, cmap=\"viridis\", ax=ax2\n", + ")\n", + "gpd.GeoDataFrame(geometry=quito.geometry).boundary.plot(\n", + " ax=ax2, color=\"black\", linewidth=1.0\n", + ")\n", + "ax2.set_title(\"Embedding dimension A00\")\n", + "ax2.set_axis_off()\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3.2 Similarity Search" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Top-5 most similar hex indices:\n", + " similarity idx\n", + " 1.000000 90\n", + " 0.979931 532\n", + " 0.964643 308\n", + " 0.964619 529\n", + " 0.958276 223 \n", + "\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# choose a hex index to compare\n", + "hex_idx = min(90, len(embeddings) - 1)\n", + "\n", + "v = embeddings.iloc[hex_idx][BAND_COLS].to_numpy(dtype=float).reshape(1, -1)\n", + "X = embeddings[BAND_COLS].to_numpy(dtype=float)\n", + "sims = cosine_similarity(X, v).ravel()\n", + "\n", + "embeddings[\"similarity\"] = sims\n", + "\n", + "top5 = (\n", + " embeddings[[\"similarity\"]]\n", + " .assign(idx=np.arange(len(embeddings)))\n", + " .sort_values(\"similarity\", ascending=False)\n", + " .head(5)\n", + ")\n", + "print(\"Top-5 most similar hex indices:\\n\", top5.to_string(index=False), \"\\n\")\n", + "\n", + "# plot\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "embeddings.plot(\n", + " column=\"similarity\", legend=True, alpha=0.95, linewidth=0, ax=ax, cmap=\"magma\"\n", + ")\n", + "gpd.GeoDataFrame(geometry=quito.geometry).boundary.plot(\n", + " ax=ax, color=\"black\", linewidth=1.0\n", + ")\n", + "embeddings.iloc[[hex_idx]].boundary.plot(ax=ax, color=\"green\", linewidth=1.5)\n", + "ax.set_title(\"Cosine similarity to selected hex\")\n", + "ax.set_axis_off()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "urbanpy", + "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": "3.10.14" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/tests/google_embeddings_test.py b/tests/google_embeddings_test.py new file mode 100644 index 0000000..9de0927 --- /dev/null +++ b/tests/google_embeddings_test.py @@ -0,0 +1,222 @@ +import unittest +import geopandas as gpd +from shapely.geometry import Polygon + +import sys + +sys.path.append("../urbanpy") + +# Direct module reference to patch internals +import urbanpy.download.download as dl + + +class FakeGeometry: + def __init__(self, geojson): + self.geojson = geojson + + +class FakeFeatureCollection: + def __init__(self, features): + # features is a list of GeoJSON-like feature dicts + self._features = features + self._type = "FeatureCollection" + self._columns = features[0]["properties"].keys() if features else [] + + def getInfo(self): + return { + "features": self._features, + "type": "FeatureCollection", + "columns": self._columns, + } + + +class FakeImage: + def __init__(self, bands): + self._bands = bands + + def select(self, bands): + # In real EE, select returns a new image; here keep same + self._bands = bands + return self + + def reduceRegions( + self, collection, reducer, scale, tileScale + ): # noqa: N802 (match EE signature) + # Enrich each feature with synthetic band stats + enriched = [] + for idx, feat in enumerate(collection._features): + props = feat["properties"].copy() + for i, b in enumerate(self._bands): + # Deterministic numeric value per band & feature + props[b] = float(idx + i) + enriched.append( + { + "type": "Feature", + "geometry": feat["geometry"], + "properties": props, + } + ) + return FakeFeatureCollection(enriched) + + +class FakeImageCollection: + def __init__(self, bands): + self._bands = bands + + def filterDate(self, start, end): # noqa: N802 + return self + + def filterBounds(self, roi): # noqa: N802 + return self + + def mosaic(self): + return FakeImage(self._bands) + + +class FakeReducer: + @staticmethod + def mean(): + return "mean" + + @staticmethod + def median(): + return "median" + + @staticmethod + def first(): + return "first" + + +class FakeEE: + Reducer = FakeReducer + + @staticmethod + def ImageCollection(name): # noqa: N802 + # Return collection with all 64 bands by default + return FakeImageCollection(dl.VALID_EMBEDDING_BANDS.copy()) + + @staticmethod + def Feature(geometry, properties): # noqa: N802 + return { + "type": "Feature", + "geometry": geometry.geojson, + "properties": properties, + } + + @staticmethod + def FeatureCollection(features): # noqa: N802 + return FakeFeatureCollection(features) + + class Geometry: + def __init__(self, geojson): + self.geojson = geojson + + @staticmethod + def Rectangle(coords): # mimic ee.Geometry.Rectangle + return FakeGeometry( + { + "type": "Polygon", + "coordinates": [ + [ + [coords[0], coords[1]], + [coords[2], coords[1]], + [coords[2], coords[3]], + [coords[0], coords[3]], + [coords[0], coords[1]], + ] + ], + } + ) + + +class GoogleEmbeddingsTest(unittest.TestCase): + @classmethod + def setUpClass(cls): + # Patch module with fake EE + dl.ee = FakeEE + dl.EE_AVAILABLE = True + + # Simple square polygon GeoDataFrame with two features + poly1 = Polygon([(0, 0), (0.01, 0), (0.01, 0.01), (0, 0.01)]) + poly2 = Polygon([(0.02, 0.02), (0.03, 0.02), (0.03, 0.03), (0.02, 0.03)]) + cls.gdf = gpd.GeoDataFrame( + {"name": ["a", "b"]}, geometry=[poly1, poly2], crs="EPSG:4326" + ) + + def test_happy_path_mean(self): + bands_subset = ["A00", "A01", "A02"] + result = dl.google_satellite_embeddings( + self.gdf, + year=dl.ALPHAEARTH_DEFAULT_YEAR, + bands=bands_subset, + reducer="mean", + ) + # Expect same number of rows + self.assertEqual(len(result), len(self.gdf)) + # Expect all requested bands present + for b in bands_subset: + self.assertIn(b, result.columns) + + def test_invalid_year(self): + with self.assertRaises(ValueError): + dl.google_satellite_embeddings(self.gdf, year=dl.ALPHAEARTH_YEAR_MAX + 1) + + def test_invalid_reducer(self): + with self.assertRaises(ValueError): + dl.google_satellite_embeddings(self.gdf, reducer="std") + + def test_invalid_band(self): + with self.assertRaises(ValueError): + dl.google_satellite_embeddings( + self.gdf, bands=["A00", "A99"] + ) # A99 out of range + + def test_too_many_features(self): + big_gdf = gpd.GeoDataFrame( + {"id": list(range(dl.GEE_MAX_FEATURES_PER_REQUEST + 1))}, + geometry=[self.gdf.geometry.iloc[0]] + * (dl.GEE_MAX_FEATURES_PER_REQUEST + 1), + crs="EPSG:4326", + ) + with self.assertRaises(ValueError): + dl.google_satellite_embeddings(big_gdf) + + def test_format_results_empty(self): + # Directly test _format_ee_embedding_results with empty FeatureCollection + class EmptyFC: + def getInfo(self): + return {"features": []} + + returned = dl._format_ee_embedding_results( + self.gdf, EmptyFC(), ["A00"], dl.ALPHAEARTH_DEFAULT_YEAR + ) + # Should be identical to original (no added bands) + self.assertEqual(list(returned.columns), list(self.gdf.columns)) + self.assertTrue(returned.equals(self.gdf)) + + def test_default_all_bands_and_median(self): + # Use default bands (None) and median reducer path + result = dl.google_satellite_embeddings(self.gdf, reducer="median") + # Expect all 64 bands + for b in dl.VALID_EMBEDDING_BANDS: + self.assertIn(b, result.columns) + self.assertEqual(len(result), len(self.gdf)) + + def test_gdf_to_ee_fc_feature_count(self): + # Build EE FC via helper and ensure feature count matches + fc = dl._gdf_to_ee_fc(self.gdf) + self.assertEqual(len(fc.getInfo()["features"]), len(self.gdf)) + + def test_ee_unavailable_import_error(self): + # Temporarily mark EE unavailable and ensure ImportError raised + prev_flag = dl.EE_AVAILABLE + dl.EE_AVAILABLE = False + try: + with self.assertRaises(ImportError): + dl.google_satellite_embeddings(self.gdf) + finally: + dl.EE_AVAILABLE = prev_flag + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/routing_test.py b/tests/routing_test.py index ac9a065..cb4d9ba 100644 --- a/tests/routing_test.py +++ b/tests/routing_test.py @@ -120,7 +120,9 @@ def test_nx_route(self): ) # Test path length - self.assertAlmostEqual(up.routing.nx_route(G, source, target, "length"), 344.507, delta=1e-3) + self.assertAlmostEqual( + up.routing.nx_route(G, source, target, "length"), 344.507, delta=5e-3 + ) # Test number of nodes in path self.assertEqual(up.routing.nx_route(G, source, target, None), 3) diff --git a/urbanpy/download/download.py b/urbanpy/download/download.py index dc7dca0..216c842 100644 --- a/urbanpy/download/download.py +++ b/urbanpy/download/download.py @@ -1,4 +1,4 @@ -from typing import Optional, Tuple, Union +from typing import Optional, Tuple, Union, List from warnings import warn import geopandas as gpd @@ -11,6 +11,14 @@ from hdx.data.dataset import Dataset from pandas import DataFrame from shapely.geometry import MultiPolygon, Polygon, Point +from hdx.api.configuration import ConfigurationError + +try: + import ee + + EE_AVAILABLE = True +except ImportError: + EE_AVAILABLE = False from urbanpy.utils import ( HDX_POPULATION_TYPES, @@ -28,11 +36,24 @@ "get_hdx_dataset", "hdx_fb_population", "hdx_dataset", + "google_satellite_embeddings", ] -hdx_config = Configuration.create( - hdx_site="prod", user_agent="urbanpy", hdx_read_only=True -) +# Module-level constants for GEE/AlphaEarth +GEE_MAX_FEATURES_PER_REQUEST = 5000 +ALPHAEARTH_YEAR_MIN = 2017 +ALPHAEARTH_YEAR_MAX = 2024 +ALPHAEARTH_DEFAULT_YEAR = 2024 +ALPHAEARTH_NUM_BANDS = 64 +VALID_EMBEDDING_BANDS = [f"A{i:02d}" for i in range(ALPHAEARTH_NUM_BANDS)] + +# Initialize HDX configuration only if not already created +try: + hdx_config = Configuration.read() +except ConfigurationError: + hdx_config = Configuration.create( + hdx_site="prod", user_agent="urbanpy", hdx_read_only=True + ) def nominatim_osm( @@ -511,5 +532,197 @@ def hdx_dataset(resource): hdx_url = hdx_url dataset = pd.read_csv(hdx_url) - + return dataset + + +# GEE Downloads + + +def google_satellite_embeddings( + gdf: gpd.GeoDataFrame, + year: int = ALPHAEARTH_DEFAULT_YEAR, + bands: Optional[List[str]] = None, + reducer: str = "mean", + scale: int = 10, + tile_scale: int = 1, +) -> gpd.GeoDataFrame: + """ + Download Google Earth Engine satellite embeddings for geometries. + + Uses Google's AlphaEarth Foundations satellite embedding dataset to extract + 64-dimensional learned representations that encode temporal trajectories of + surface conditions. Each embedding captures spectral, spatial, and temporal + context from multi-sensor Earth observation data. + Reduces each geometry to a single embedding vector using the specified reducer. + + Parameters + ---------- + gdf : GeoDataFrame + Input geometries (H3 hexagons, admin areas, etc.) + year : int, default ALPHAEARTH_DEFAULT_YEAR + Year for satellite data (ALPHAEARTH_YEAR_MIN-ALPHAEARTH_YEAR_MAX available) + bands : list, optional + Embedding bands to download (A00-A63). If None, uses all 64 bands. + reducer : str, default 'mean' + Reduction method for pixels within each geometry: 'mean', 'median', 'first' + scale : int, default 10 + Pixel resolution in meters (native is 10m) + tile_scale : int, default 1 + Tile scale factor for memory management (increase for large areas) + + Returns + ------- + GeoDataFrame + Input geometries with embedding columns (A00, A01, ...) added. + If no satellite data is found, returns original GeoDataFrame unchanged. + + Examples + -------- + >>> # Download city and create hexagons + >>> lima = up.download.nominatim_osm("Lima, Peru", email="user@email.com") + >>> hexes = up.geom.gen_hexagons(8, lima) + >>> + >>> # Download all 64 embedding bands + >>> embeddings = up.download.google_satellite_embeddings(hexes, year=2023) + >>> + >>> # Use with different reducer methods + >>> embeddings_median = up.download.google_satellite_embeddings( + ... hexes, year=2023, reducer='median' + ... ) + + Notes + ----- + Requires Earth Engine authentication. Run `ee.Authenticate()` and `ee.Initialize()` + before using this function. + + **GEE Limitations**: Maximum GEE_MAX_FEATURES_PER_REQUEST geometries per request due to Earth Engine's + "Collection query aborted after accumulating over 5000 elements" limit when + retrieving results. For larger datasets, process in batches. + + The embeddings are "linearly composable", meaning they can be aggregated + while retaining semantic meaning. Use `up.geom.resolution_downsampling()` + to aggregate fine H3 hexagons to coarser resolutions. + """ + + if not EE_AVAILABLE: + raise ImportError( + "Earth Engine not available. Install with: pip install earthengine-api" + ) + + # GEE system limitation: getInfo() fails with > GEE_MAX_FEATURES_PER_REQUEST features + if len(gdf) > GEE_MAX_FEATURES_PER_REQUEST: + raise ValueError( + f"Too many geometries ({len(gdf)}). Maximum {GEE_MAX_FEATURES_PER_REQUEST:,} supported due to " + f"Earth Engine's 'Collection query aborted after accumulating over 5000 elements' " + f"limitation. Process in batches or use fewer geometries." + ) + + if year < ALPHAEARTH_YEAR_MIN or year > ALPHAEARTH_YEAR_MAX: + raise ValueError( + f"Year {year} not supported. Available years: {ALPHAEARTH_YEAR_MIN}-{ALPHAEARTH_YEAR_MAX}" + ) + + if reducer not in ["mean", "median", "first"]: + raise ValueError( + f"Unsupported reducer: {reducer}. Use 'mean', 'median', or 'first'" + ) + + if scale < 1: + raise ValueError(f"Scale must be positive, got {scale}") + + # Use all embedding bands by default + if bands is None: + bands = VALID_EMBEDDING_BANDS.copy() + + # Validate bands + invalid_bands = [b for b in bands if b not in VALID_EMBEDDING_BANDS] + if invalid_bands: + raise ValueError( + f"Invalid bands: {invalid_bands}. Valid bands are A00-A{ALPHAEARTH_NUM_BANDS-1:02d}" + ) + + # Load collection and filter + collection = ee.ImageCollection("GOOGLE/SATELLITE_EMBEDDING/V1/ANNUAL") + start_date = f"{year}-01-01" + end_date = f"{year}-12-31" + + # Filter by date and bounds + bounds = gdf.total_bounds + roi = ee.Geometry.Rectangle([bounds[0], bounds[1], bounds[2], bounds[3]]) + + filtered = collection.filterDate(start_date, end_date).filterBounds(roi) + + # Create mosaic and select bands + # Note: If collection is empty, mosaic() will create an empty image + # and reduceRegions will return empty results, which we handle downstream + image = filtered.mosaic().select(bands) + + # Convert GeoDataFrame to EE FeatureCollection + fc = _gdf_to_ee_fc(gdf) + + # Set up reducer + if reducer == "mean": + ee_reducer = ee.Reducer.mean() + elif reducer == "median": + ee_reducer = ee.Reducer.median() + elif reducer == "first": + ee_reducer = ee.Reducer.first() + + # Use reduceRegions for efficient computation + result_fc = image.reduceRegions( + collection=fc, reducer=ee_reducer, scale=scale, tileScale=tile_scale + ) + + # Convert back to GeoDataFrame and join with original + return _format_ee_embedding_results(gdf, result_fc, bands, year) + + +def _gdf_to_ee_fc(gdf: gpd.GeoDataFrame) -> "ee.FeatureCollection": + """Convert GeoDataFrame to Earth Engine FeatureCollection.""" + + return ee.FeatureCollection( + gdf.reset_index(names="urbanpy_index") + .apply( + lambda row: ee.Feature( + ee.Geometry(row.geometry.__geo_interface__), + row.drop("geometry").to_dict(), + ), + axis=1, + ) + .to_list() + ) + + +def _format_ee_embedding_results( + original_gdf: gpd.GeoDataFrame, + result_fc: "ee.FeatureCollection", + bands: List[str], + year: int, +) -> gpd.GeoDataFrame: + """Format Earth Engine results into a GeoDataFrame.""" + + try: + # Get the results as a list of dictionaries + result_list = result_fc.getInfo()["features"] + except Exception as e: + # Handle case where no data is available + warn( + f"No satellite embedding data found for year {year}. " + f"Returning original GeoDataFrame unchanged." + ) + return original_gdf.copy() + + # Check if we got any results + if not result_list or len(result_list) == 0: + warn( + f"No satellite embedding data found for year {year}. " + f"Returning original GeoDataFrame unchanged." + ) + return original_gdf.copy() + + result_gdf = gpd.GeoDataFrame.from_features(result_list, crs=original_gdf.crs) + result_gdf = result_gdf.set_index("urbanpy_index") + result_gdf.index.name = original_gdf.index.name + + return result_gdf