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Rerender all notebooks with climlab 0.7.5
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106 changes: 57 additions & 49 deletions Assignments/Assignment02 -- Introducing CESM.ipynb

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57 changes: 37 additions & 20 deletions Assignments/Assignment03 -- Energy budget in CESM.ipynb
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Expand Up @@ -138,30 +138,35 @@
"output_type": "stream",
"text": [
"<xarray.Dataset>\n",
"Dimensions: (lat: 94, lon: 192, time: 12)\n",
"Dimensions: (lat: 94, lon: 192, nbnds: 2, time: 12)\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 2001-01-01 2001-02-01 ... 2001-12-01\n",
" * lat (lat) float64 -88.54 -86.65 -84.75 ... 84.75 86.65 88.54\n",
" * lon (lon) float64 0.0 1.875 3.75 5.625 ... 354.4 356.2 358.1\n",
" * lon (lon) float32 0.0 1.875 3.75 ... 354.375 356.25 358.125\n",
" * time (time) float64 -6.571e+05 -6.57e+05 ... -6.567e+05\n",
" * lat (lat) float32 88.542 86.6531 ... -86.6531 -88.542\n",
"Dimensions without coordinates: nbnds\n",
"Data variables:\n",
" air (time, lat, lon) float32 ...\n",
" valid_yr_count (time, lat, lon) float32 ...\n",
" climatology_bounds (time, nbnds) float64 ...\n",
" air (time, lat, lon) float32 ...\n",
" valid_yr_count (time, lat, lon) float32 ...\n",
"Attributes:\n",
" title: mean daily NMC reanalysis (1958)\n",
" Conventions: COARDS\\nGrADS\n",
" dataType: Grid\n",
" documentation: http://apdrc.soest.hawaii.edu/datadoc/ncep_clima.php\n",
" history: Mon Dec 31 09:16:44 HST 2018 : imported by GrADS Data Ser...\n"
" Conventions: COARDS\n",
" title: mean daily NMC reanalysis (1958)\n",
" description: Data is from NMC initialized reanalysis\\n...\n",
" platform: Model\n",
" not_missing_threshold_percent: minimum 3% values input to have non-missi...\n",
" history: Created 2011/07/12 by doMonthLTM\\nConvert...\n",
" References: http://www.esrl.noaa.gov/psd/data/gridded...\n",
" dataset_title: NCEP-NCAR Reanalysis 1\n"
]
}
],
"source": [
"import xarray as xr\n",
"url = \"http://www.esrl.noaa.gov/psd/thredds/dodsC/Datasets/ncep.reanalysis.derived/surface_gauss/air.2m.mon.1981-2010.ltm.nc\"\n",
"ncep_air2m = xr.open_dataset(url, decode_times=False)\n",
"## The NOAA ESRL server is shutdown! January 2019\n",
"#url = \"http://www.esrl.noaa.gov/psd/thredds/dodsC/Datasets/ncep.reanalysis.derived/surface_gauss/air.2m.mon.1981-2010.ltm.nc\"\n",
"#ncep_air2m = xr.open_dataset(url, decode_times=False)\n",
"url = 'http://apdrc.soest.hawaii.edu:80/dods/public_data/Reanalysis_Data/NCEP/NCEP/clima/'\n",
"ncep_air2m = xr.open_dataset(url + 'surface_gauss/air')\n",
"#url = 'http://apdrc.soest.hawaii.edu:80/dods/public_data/Reanalysis_Data/NCEP/NCEP/clima/'\n",
"#ncep_air2m = xr.open_dataset(url + 'surface_gauss/air')\n",
"\n",
"print( ncep_air2m)"
]
Expand All @@ -185,11 +190,23 @@
"<xarray.DataArray 'air' (time: 12, lat: 94, lon: 192)>\n",
"[216576 values with dtype=float32]\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 2001-01-01 2001-02-01 ... 2001-12-01\n",
" * lat (lat) float64 -88.54 -86.65 -84.75 -82.85 ... 84.75 86.65 88.54\n",
" * lon (lon) float64 0.0 1.875 3.75 5.625 7.5 ... 352.5 354.4 356.2 358.1\n",
" * lon (lon) float32 0.0 1.875 3.75 5.625 ... 352.5 354.375 356.25 358.125\n",
" * time (time) float64 -6.571e+05 -6.57e+05 ... -6.568e+05 -6.567e+05\n",
" * lat (lat) float32 88.542 86.6531 84.7532 ... -84.7532 -86.6531 -88.542\n",
"Attributes:\n",
" long_name: monthly long term mean of air temperature \n"
" long_name: Monthly Long Term Mean of Air Temperature\n",
" valid_range: [150. 400.]\n",
" units: degK\n",
" precision: 2\n",
" GRIB_id: 11\n",
" GRIB_name: TMP\n",
" var_desc: Air temperature\n",
" level_desc: 2 m\n",
" statistic: Long Term Mean\n",
" parent_stat: Mean\n",
" actual_range: [198.33992 311.8952 ]\n",
" dataset: NCEP Reanalysis Derived Products\n",
" _ChunkSizes: [ 1 94 192]\n"
]
}
],
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
"version": "3.7.3"
}
},
"nbformat": 4,
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6 changes: 3 additions & 3 deletions Lectures/Lecture01 -- Planetary energy budget.ipynb
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68 changes: 65 additions & 3 deletions Lectures/Lecture02 -- Solving the zero-dimensional EBM.ipynb
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{
"name": "stdout",
"output_type": "stream",
"text": [
"Loading extensions from ~/.ipython/extensions is deprecated. We recommend managing extensions like any other Python packages, in site-packages.\n"
]
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"%load_ext version_information\n",
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8 changes: 4 additions & 4 deletions Lectures/Lecture03 -- Climate sensitivity and feedback.ipynb
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Expand All @@ -1108,7 +1108,7 @@
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12 changes: 6 additions & 6 deletions Lectures/Lecture04 -- Intro to CLIMLAB.ipynb
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Expand All @@ -1079,8 +1079,8 @@
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"execution_count": 34,
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8 changes: 4 additions & 4 deletions Lectures/Lecture05 -- Climate system and climate models.ipynb
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Expand Up @@ -910,7 +910,7 @@
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14 changes: 7 additions & 7 deletions Lectures/Lecture06 -- Radiation.ipynb
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Expand All @@ -828,8 +828,8 @@
"matplotlib & 3.1.1 \\\\ \\hline\n",
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"metpy & 0.10.0 \\\\ \\hline\n",
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Expand All @@ -841,8 +841,8 @@
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"execution_count": 13,
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10 changes: 4 additions & 6 deletions Lectures/Lecture07 -- Elementary greenhouse models.ipynb
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Expand All @@ -2614,7 +2614,7 @@
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Expand All @@ -2623,7 +2623,7 @@
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