more fixes and linter stuff

Author: MarkMelotto

book/tutorials_examples/1_HBV_Caravan_ERA5/example_model_run_HBV.ipynb

@@ -221,7 +221,7 @@
     "#     end_time=experiment_end_date,\n",
     "#     directory=forcing_path_caravan,\n",
     "#     basin_id=camelsgb_id,\n",
-    "#     )"
+    "# )"
    ]
   },
   {
@@ -412,7 +412,17 @@
     "'''Load calibration constants'''\n",
     "par_0 = np.loadtxt(\"/data/eurocsdms-data/calibration/calibration_\" + camelsgb_id + \".csv\", delimiter = \",\")\n",
     "\n",
-    "param_names = [\"Imax\", \"Ce\", \"Sumax\", \"Beta\", \"Pmax\", \"Tlag\", \"Kf\", \"Ks\", \"FM\"]\n",
+    "param_names = [\"Imax\",\n",
+    "               \"Ce\",\n",
+    "               \"Sumax\",\n",
+    "               \"Beta\",\n",
+    "               \"Pmax\",\n",
+    "               \"Tlag\",\n",
+    "               \"Kf\",\n",
+    "               \"Ks\",\n",
+    "               \"FM\"\n",
+    "               ]\n",
+    "\n",
     "print(list(zip(param_names, np.round(par_0, decimals=3))))"
    ]
   },

book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/example_model_run_pcrglobwb.ipynb

@@ -39,10 +39,7 @@
     "import matplotlib.pyplot as plt\n",
     "from cartopy import crs\n",
     "from cartopy import feature as cfeature\n",
-    "import fiona\n",
-    "import shapely.geometry\n",
-    "from pyproj import Geod\n",
-    "#from rich import print\n",
+    "from rich import print\n",
     "import pandas as pd\n",
     "import xarray as xr\n",
     "\n",
@@ -58,7 +55,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "station_latitude = 54.26935849558577 #Newby Bridge location from Google Maps\n",
+    "station_latitude = 54.26935849558577  # Newby Bridge location from Google Maps\n",
     "station_longitude = -2.9710855713537745 "
    ]
   },
@@ -152,6 +149,7 @@
     "forcing = ewatercycle.forcing.sources[\"PCRGlobWBForcing\"].load(\n",
     "    directory=\"/home/rhut/forcing/UK/work/diagnostic/script\",\n",
     ")\n",
+    "\n",
     "print(forcing)"
    ]
   },
@@ -184,6 +182,7 @@
     "    parameter_set=parameter_set,\n",
     "    forcing=forcing\n",
     ")\n",
+    "\n",
     "print(pcrglob)"
    ]
   },
@@ -265,6 +264,7 @@
     "    end_time=\"1997-08-31T00:00:00Z\",\n",
     "    max_spinups_in_years=0\n",
     ")\n",
+    "\n",
     "cfg_file, cfg_dir"
    ]
   },
@@ -391,6 +391,7 @@
     "timeseries = pd.DataFrame(\n",
     "    index=pd.Index(time, name=\"time\"), columns=[\"PCRGlobWB: Leven\"]\n",
     ")\n",
+    "\n",
     "timeseries.head()"
    ]
   },
@@ -1125,7 +1126,7 @@
     }
    ],
    "source": [
-    "#extra\n",
+    "# Extra\n",
     "timeseries.plot()"
    ]
   },

book/tutorials_examples/2_HBV_PCRGlobWB_ERA5/generate_forcing.ipynb

@@ -17,7 +17,6 @@
    "source": [
     "import logging\n",
     "import warnings\n",
-    "from pathlib import Path\n",
     "warnings.filterwarnings(\"ignore\", category=UserWarning)\n",
     "\n",
     "logger = logging.getLogger(\"esmvalcore\")\n",