diff --git a/how-tos/How_to_Extract_Area.ipynb b/how-tos/How_to_Extract_Area.ipynb index aec1a71..b0d4479 100644 --- a/how-tos/How_to_Extract_Area.ipynb +++ b/how-tos/How_to_Extract_Area.ipynb @@ -1977,6 +1977,7 @@ "import rasterio as rio\n", "import rioxarray as rxr\n", "import hvplot.xarray\n", + "import hvplot.pandas\n", "import holoviews as hv\n", "import geopandas as gp\n", "import sys\n", @@ -2402,9 +2403,9 @@ " spatial_ref: GEOGCS["WGS 84",DATUM["WGS_1984",SPHER...\n", " geotransform: [-6.25120945e+01 5.42232520e-04 -0.00...\n", " day_night_flag: Day\n", - " title: EMIT L2A Surface Reflectance 60 m V001
array([-39.306759, -39.307301, -39.307844, ..., -40.394478, -40.39502 ,\n", - " -40.395562])
array([-62.512095, -62.511552, -62.51101 , ..., -61.237848, -61.237306,\n", - " -61.236764])
[285 values with dtype=float32]
[285 values with dtype=float32]
array(0)
array([[[nan, nan, nan, ..., nan, nan, nan],\n", + " title: EMIT L2A Surface Reflectance 60 m V001
array([-39.306759, -39.307301, -39.307844, ..., -40.394478, -40.39502 ,\n", + " -40.395562])
array([-62.512095, -62.511552, -62.51101 , ..., -61.237848, -61.237306,\n", + " -61.236764])
[285 values with dtype=float32]
[285 values with dtype=float32]
array(0)
array([[[nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " ...,\n", @@ -2444,7 +2445,7 @@ " ...,\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", - " [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32)
PandasIndex(Float64Index([ -39.3067591475017, -39.307301380021954, -39.307843612542214,\n", + " [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32)
PandasIndex(Float64Index([ -39.3067591475017, -39.307301380021954, -39.307843612542214,\n", " -39.30838584506247, -39.30892807758273, -39.30947031010298,\n", " -39.31001254262324, -39.310554775143494, -39.311097007663754,\n", " -39.31163924018401,\n", @@ -2453,7 +2454,7 @@ " -40.39230865305495, -40.39285088557521, -40.39339311809546,\n", " -40.39393535061572, -40.39447758313597, -40.39501981565623,\n", " -40.39556204817649],\n", - " dtype='float64', name='latitude', length=2009))
PandasIndex(Float64Index([ -62.5120945327963, -62.511552300276044, -62.511010067755784,\n", + " dtype='float64', name='latitude', length=2009))
PandasIndex(Float64Index([ -62.5120945327963, -62.511552300276044, -62.511010067755784,\n", " -62.51046783523553, -62.50992560271527, -62.50938337019502,\n", " -62.50884113767476, -62.508298905154504, -62.507756672634244,\n", " -62.50721444011399,\n", @@ -2462,7 +2463,7 @@ " -61.24001704027486, -61.239474807754604, -61.238932575234344,\n", " -61.23839034271409, -61.23784811019384, -61.23730587767358,\n", " -61.236763645153324],\n", - " dtype='float64', name='longitude', length=2353))
array([-39.877188, -39.87773 , -39.878272, -39.878814, -39.879357, -39.879899,\n", + " title: EMIT L2A Surface Reflectance 60 m V001
array([-39.877188, -39.87773 , -39.878272, -39.878814, -39.879357, -39.879899,\n", " -39.880441, -39.880983, -39.881526, -39.882068, -39.88261 , -39.883152,\n", " -39.883695, -39.884237, -39.884779, -39.885321, -39.885863, -39.886406,\n", " -39.886948, -39.88749 , -39.888032, -39.888575, -39.889117, -39.889659,\n", @@ -2988,7 +3067,7 @@ " -39.942256, -39.942798, -39.94334 , -39.943882, -39.944425, -39.944967,\n", " -39.945509, -39.946051, -39.946594, -39.947136, -39.947678, -39.94822 ,\n", " -39.948762, -39.949305, -39.949847, -39.950389, -39.950931, -39.951474,\n", - " -39.952016, -39.952558])
array([-62.204106, -62.203564, -62.203022, -62.20248 , -62.201938, -62.201395,\n", + " -39.952016, -39.952558])
array([-62.204106, -62.203564, -62.203022, -62.20248 , -62.201938, -62.201395,\n", " -62.200853, -62.200311, -62.199769, -62.199226, -62.198684, -62.198142,\n", " -62.1976 , -62.197057, -62.196515, -62.195973, -62.195431, -62.194889,\n", " -62.194346, -62.193804, -62.193262, -62.19272 , -62.192177, -62.191635,\n", @@ -3015,7 +3094,7 @@ " -62.126025, -62.125483, -62.124941, -62.124398, -62.123856, -62.123314,\n", " -62.122772, -62.122229, -62.121687, -62.121145, -62.120603, -62.12006 ,\n", " -62.119518, -62.118976, -62.118434, -62.117891, -62.117349, -62.116807,\n", - " -62.116265])
[285 values with dtype=float32]
[285 values with dtype=float32]
array(0)
array([[[nan, nan, nan, ..., nan, nan, nan],\n", + " -62.116265])
[285 values with dtype=float32]
[285 values with dtype=float32]
array(0)
array([[[nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " ...,\n", @@ -3055,7 +3134,7 @@ " ...,\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", - " [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32)
PandasIndex(Float64Index([ -39.8771877588114, -39.877729991331655, -39.87827222385191,\n", + " [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32)
PandasIndex(Float64Index([ -39.8771877588114, -39.877729991331655, -39.87827222385191,\n", " -39.87881445637217, -39.87935668889242, -39.87989892141268,\n", " -39.880441153932935, -39.880983386453195, -39.88152561897345,\n", " -39.88206785149371,\n", @@ -3064,7 +3143,7 @@ " -39.9493046840055, -39.94984691652575, -39.95038914904601,\n", " -39.950931381566264, -39.951473614086524, -39.95201584660678,\n", " -39.95255807912704],\n", - " dtype='float64', name='latitude', length=140))
PandasIndex(Float64Index([ -62.20410646129068, -62.203564228770425, -62.203021996250165,\n", + " dtype='float64', name='latitude', length=140))
PandasIndex(Float64Index([ -62.20410646129068, -62.203564228770425, -62.203021996250165,\n", " -62.20247976372991, -62.20193753120966, -62.2013952986894,\n", " -62.200853066169145, -62.200310833648885, -62.19976860112863,\n", " -62.19922636860837,\n", @@ -3073,7 +3152,7 @@ " -62.11951818813069, -62.11897595561043, -62.11843372309018,\n", " -62.11789149056992, -62.117349258049664, -62.116807025529404,\n", " -62.11626479300915],\n", - " dtype='float64', name='longitude', length=163))
array([0, 1, 2, 3, 4])
array([1, 1, 3, 2, 3])
array([-39.94, -39.75, -40. , -39.89, -39.38])
array([-62.36, -61.74, -62.1 , -61.85, -62.03])
PandasIndex(Int64Index([0, 1, 2, 3, 4], dtype='int64', name='ID'))
array([0, 1, 2, 3, 4])
array([1, 1, 3, 2, 3])
array([-39.94, -39.75, -40. , -39.89, -39.38])
array([-62.36, -61.74, -62.1 , -61.85, -62.03])
PandasIndex(Int64Index([0, 1, 2, 3, 4], dtype='int64', name='ID'))