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Better date handling with missing LS8 bands #30

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Better date handling with missing LS8 bands #30

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6 changes: 4 additions & 2 deletions landsat8-cog-ndvi-hvplot.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -342,11 +342,13 @@
"source": [
"# Merge all acquisitions into a single large Dataset\n",
"datasets = []\n",
"dates = []\n",
"for i,row in df.iterrows():\n",
" try:\n",
" print('loading...', row.date)\n",
" ds = create_multiband_dataset(row)\n",
" datasets.append(ds)\n",
" dates.append(row.date)\n",
" except Exception as e:\n",
" print('ERROR loading, skipping acquistion!')\n",
" print(e)"
Expand All @@ -359,7 +361,7 @@
"outputs": [],
"source": [
"%%time\n",
"DS = xr.concat(datasets, dim=pd.DatetimeIndex(df.date.tolist(), name='time'))\n",
"DS = xr.concat(datasets, dim=pd.DatetimeIndex(dates, name='time'))\n",
"print('Dataset size (Gb): ', DS.nbytes/1e9)"
]
},
Expand Down Expand Up @@ -658,7 +660,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.6"
"version": "3.6.7"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
Expand Down
6 changes: 4 additions & 2 deletions landsat8-cog-ndvi.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -590,11 +590,13 @@
"source": [
"# Merge all acquisitions into a single large Dataset\n",
"datasets = []\n",
"dates = []\n",
"for i,row in df.iterrows():\n",
" try:\n",
" print('loading...', row.date)\n",
" ds = create_multiband_dataset(row)\n",
" datasets.append(ds)\n",
" dates.append(row.date)\n",
" except Exception as e:\n",
" print('ERROR loading, skipping acquistion!')\n",
" print(e)"
Expand Down Expand Up @@ -632,7 +634,7 @@
}
],
"source": [
"DS = xr.concat(datasets, dim=pd.DatetimeIndex(df.date.tolist(), name='time'))\n",
"DS = xr.concat(datasets, dim=pd.DatetimeIndex(dates, name='time'))\n",
"print('Dataset size (Gb): ', DS.nbytes/1e9)\n",
"DS"
]
Expand Down Expand Up @@ -981,7 +983,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.6"
"version": "3.6.7"
}
},
"nbformat": 4,
Expand Down