diff --git a/NTC_DFM/ADCP_Plot_v4_AJMR.py b/NTC_DFM/ADCP_Plot_v4_AJMR.py
index 6e2c079..d98fa3a 100644
--- a/NTC_DFM/ADCP_Plot_v4_AJMR.py
+++ b/NTC_DFM/ADCP_Plot_v4_AJMR.py
@@ -8,21 +8,17 @@ _AJMR
 
 
 import pandas as pd
-import matplotlib as mpl
 import matplotlib.pyplot as plt
 import matplotlib.dates as mdates
-from math import ceil, isnan
 import numpy as np
 import geopandas as gp
 gp.io.file.fiona.drvsupport.supported_drivers['KML'] = 'rw'
 
 import scipy as sp
 import scipy.ndimage
-from astropy.convolution import convolve, Gaussian2DKernel, interpolate_replace_nans
-import cartopy.crs as ccrs
+from astropy.convolution import Gaussian2DKernel
 import contextily as ctx
 import os
-import datetime
 from shapely.geometry import Point
 
 #%%  read in data
@@ -486,7 +482,7 @@ for i, miles in enumerate(np.arange(0, 3, 0.5)):
     plotMaskDistance    = (gdf_SpringSummerDat.miles_from_NC_mouth > miles) & (
             gdf_SpringSummerDat.miles_from_NC_mouth < miles + 0.5)
     plotMaskStation     = (gdf_SpringSummerDat.subfacility_code == 'Newtown Creek')
-    plotMaskVar         = (gdf_SpringSummerDat.chemical_name == 'Temperature (field)') # Temperature (field)'
+    plotMaskVar         = (gdf_SpringSummerDat.chemical_name == 'Temperature (field)')# Temperature (field)'
 
     plotMask            = plotMaskDistance & plotMaskStation & plotMaskVar