Repeat Line AnalysisΒΆ

For gravimeter surveys it is common to set a requirement on the gravity data repeatability.

galileoQC provides the checkRepeatLines function for repeat-line analysis.

Here we demonstrate its use on the East Victorian airborne gravimetry survey data.

Ensure you have run the Prepare_EastVicData notebook first so that the data are prepared for review.


Import the required modules, and set the path to the geowhizz files.

from pathlib import Path
import galileoQC as qc
dh = Path(r'./EastVicData/EastVicRepeats.hdf5')
if not dh.exists():
    %run ./Prepare_EastVicData.ipynb
Accessing XYZ data in EastVicData/EastVicPlan.xyz.
First few records are:
/Clearance_m    Drape_m       Line  Terrain_m W84_Latitude_deg
W84_Longitude_deg W84_UTM_55S_X_m W84_UTM_55S_Y_m
//Flight 0
//Date 2022/03/11
Line  2340

  Found 41 header records
  Found 20 lines
  Found 8 fields

Channel precisions (number of decimal places):
[2 2 2 2 8 8 2 2]
Creating:  EastVicData/EastVicPlan.hdf5
Setting BlockID = Survey Plan for EastVicPlan.hdf5.
Setting Acquirer = Sander Geophysics for EastVicPlan.hdf5.
Changed CoordFrame attribute(s) for EastVicPlan.hdf5.
Changed channel attribute(s) for W84_UTM_55S_X_m in EastVicPlan.hdf5.
Changed channel attribute(s) for W84_UTM_55S_Y_m in EastVicPlan.hdf5.
Changed channel attribute(s) for Drape_m in EastVicPlan.hdf5.
Changed channel attribute(s) for Clearance_m in EastVicPlan.hdf5.
Changed channel attribute(s) for Terrain_m in EastVicPlan.hdf5.
Changed channel attribute(s) for W84_Latitude_deg in EastVicPlan.hdf5.
Changed channel attribute(s) for W84_Longitude_deg in EastVicPlan.hdf5.
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: Survey Plan
    ProjectName: EastVic

Coordinates
    AltitudeChannel: Drape_m
    GeoDatum: WGS84
    Projection: UTM
    UTMZone: 55
    XChannel: W84_UTM_55S_X_m
    YChannel: W84_UTM_55S_Y_m
20 lines: total distance flown [km] = 2,770.8

20 lines:
['2340.000', '2341.000', '2341.100', '2341.500', '2342.000',
'2343.000', '2343.100', '2343.500', '2344.000', '2345.000',
'2345.100', '2345.500', '2346.000', '2347.000', '2347.100',
'2347.500', '2348.000', '2349.000', '2349.100', '2349.500']

8 channels:
['Clearance_m', 'Drape_m', 'Line', 'Terrain_m', 'W84_Latitude_deg',
'W84_Longitude_deg', 'W84_UTM_55S_X_m', 'W84_UTM_55S_Y_m']
Accessing XYZ data in EastVicData/EastVic.xyz.
First few records are:
/    ATMCOR B100s_267_GEOID B100s_267_GRS80 B56s_267_GEOID
B56s_267_GRS80    DEM        DOY     EOTCOR FA100s_GEOID FA100s_GRS80
FA56s_GEOID FA56s_GRS80 FACOR_GEOID FACOR_GRS80     FLIGHT      FTIME
FX         FY         FZ       HDOP   LALT            LAT     LATCOR
LINE           LONG      MGA_X      MGA_Y   MGA_Z   MSL_Z      NSATS
PDOP    RALT    STATCOR      TACOR     V_EAST    V_NORTH       VDOP
YEAR
//Flight 0
//Date 2022/07/13
Line  2341.50

  Found 17 header records
  Found 8 lines
  Found 38 fields

Channel precisions (number of decimal places):
[2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 8 2 2 8 2 2 2 2 2 2 2 2 2 2
2 2  2]
Creating:  EastVicData/EastVic.hdf5
Setting BlockID = EastVic Field Data for EastVic.hdf5.
Setting Acquirer = Sander Geophysics for EastVic.hdf5.
Changed CoordFrame attribute(s) for EastVic.hdf5.
Setting Line attributes for EastVicData/EastVic.hdf5 to include flight numbers from FLIGHT.
Setting Line attributes for EastVicData/EastVic.hdf5 to include date values from DOY.

Setting Line attributes for EastVic.hdf5 according to the SGL_GA scheme.
Verifying planned line numbers against provided plan file(s).
Changed channel attribute(s) for FTIME in EastVic.hdf5.
Changed channel attribute(s) for MGA_X in EastVic.hdf5.
Changed channel attribute(s) for MGA_Y in EastVic.hdf5.
Changed channel attribute(s) for MGA_Z in EastVic.hdf5.
Changed channel attribute(s) for MSL_Z in EastVic.hdf5.
Changed channel attribute(s) for LAT in EastVic.hdf5.
Changed channel attribute(s) for LONG in EastVic.hdf5.
Changed channel attribute(s) for DEM in EastVic.hdf5.
Changed channel attribute(s) for RALT in EastVic.hdf5.
Changed channel attribute(s) for LALT in EastVic.hdf5.
Changed channel attribute(s) for FX in EastVic.hdf5.
Changed channel attribute(s) for FY in EastVic.hdf5.
Changed channel attribute(s) for FZ in EastVic.hdf5.
Changed channel attribute(s) for V_EAST in EastVic.hdf5.
Changed channel attribute(s) for V_NORTH in EastVic.hdf5.
Changed channel attribute(s) for EOTCOR in EastVic.hdf5.
Changed channel attribute(s) for LATCOR in EastVic.hdf5.
Changed channel attribute(s) for STATCOR in EastVic.hdf5.
Changed channel attribute(s) for ATMCOR in EastVic.hdf5.
Changed channel attribute(s) for FACOR_GRS80 in EastVic.hdf5.
Changed channel attribute(s) for FACOR_GEOID in EastVic.hdf5.
Changed channel attribute(s) for TACOR in EastVic.hdf5.
Changed channel attribute(s) for FA56s_GRS80 in EastVic.hdf5.
Changed channel attribute(s) for FA56s_GEOID in EastVic.hdf5.
Changed channel attribute(s) for FA100s_GRS80 in EastVic.hdf5.
Changed channel attribute(s) for FA100s_GEOID in EastVic.hdf5.
Changed channel attribute(s) for B56s_267_GRS80 in EastVic.hdf5.
Changed channel attribute(s) for B56s_267_GEOID in EastVic.hdf5.
Changed channel attribute(s) for B100s_267_GRS80 in EastVic.hdf5.
Changed channel attribute(s) for B100s_267_GEOID in EastVic.hdf5.
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Field Data
    ProjectName: EastVic

Coordinates
    AltitudeChannel: MGA_Z
    GeoDatum: GDA2020
    HeightDatum: GRS80
    LatitudeChannel: LAT
    LongitudeChannel: LONG
    Projection: MGA
    TimeChannel: FTIME
    UTMZone: 55
    XChannel: MGA_X
    YChannel: MGA_Y
8 lines: total distance flown [km] = 981.3

8 lines:
['2341.500', '2343.500', '2343.510', '2345.500', '2345.510',
'2347.500', '2349.500', '2349.510']

38 channels:
['ATMCOR', 'B100s_267_GEOID', 'B100s_267_GRS80', 'B56s_267_GEOID',
'B56s_267_GRS80', 'DEM', 'DOY', 'EOTCOR', 'FA100s_GEOID',
'FA100s_GRS80', 'FA56s_GEOID', 'FA56s_GRS80', 'FACOR_GEOID',
'FACOR_GRS80', 'FLIGHT', 'FTIME', 'FX', 'FY', 'FZ', 'HDOP', 'LALT',
'LAT', 'LATCOR', 'LINE', 'LONG', 'MGA_X', 'MGA_Y', 'MGA_Z', 'MSL_Z',
'NSATS', 'PDOP', 'RALT', 'STATCOR', 'TACOR', 'VDOP', 'V_EAST',
'V_NORTH', 'YEAR']
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Field Data
    ProjectName: EastVic

Coordinates
    AltitudeChannel: MGA_Z
    GeoDatum: GDA2020
    HeightDatum: GRS80
    LatitudeChannel: LAT
    LongitudeChannel: LONG
    Projection: MGA
    TimeChannel: FTIME
    UTMZone: 55
    XChannel: MGA_X
    YChannel: MGA_Y

Line <HDF5 group "/Whizz Version 1.0/Lines/2341.500" (38 members)>
1 lines: total distance flown [km] = 192.3
    Date: 106.0
    Flight: 1012.0
    LineNumber: 2341.5
    LineType: SGL_GA
    LineVariety: Traverse
    PlannedLine: 2341.5
    ReflightNumber: 0
    Segment: 5
['2341.500', '2343.500', '2343.510', '2345.500', '2345.510',
'2347.500', '2349.500', '2349.510']

38 channels:
['ATMCOR', 'B100s_267_GEOID', 'B100s_267_GRS80', 'B56s_267_GEOID',
'B56s_267_GRS80', 'DEM', 'DOY', 'EOTCOR', 'FA100s_GEOID',
'FA100s_GRS80', 'FA56s_GEOID', 'FA56s_GRS80', 'FACOR_GEOID',
'FACOR_GRS80', 'FLIGHT', 'FTIME', 'FX', 'FY', 'FZ', 'HDOP', 'LALT',
'LAT', 'LATCOR', 'LINE', 'LONG', 'MGA_X', 'MGA_Y', 'MGA_Z', 'MSL_Z',
'NSATS', 'PDOP', 'RALT', 'STATCOR', 'TACOR', 'VDOP', 'V_EAST',
'V_NORTH', 'YEAR']

Channel <HDF5 dataset "ATMCOR": shape (6449,), type "<f8">
    Name: ATMCOR
    Units: mGal
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Field Data
    ProjectName: EastVic

5 flights including 8 lines.

Flights
    1012
      L2341.500 
    1014
      L2343.500 
    1018
      L2343.510 L2345.500 L2345.510 L2347.500 
    1021
      L2349.500 
    1022
      L2349.510 
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Field Data
    ProjectName: EastVic

Sample time and distance statistics
  Min   = 0.500 s, 26.2 m
  Max   = 0.500 s, 32.4 m
  Mean  = 0.500 s, 29.7 m
  Stdev = 0 s, 0.9 m
Whizz Version 1.0

38 channels:


38 channels:
['ATMCOR', 'B100s_267_GEOID', 'B100s_267_GRS80', 'B56s_267_GEOID',
'B56s_267_GRS80', 'DEM', 'DOY', 'EOTCOR', 'FA100s_GEOID',
'FA100s_GRS80', 'FA56s_GEOID', 'FA56s_GRS80', 'FACOR_GEOID',
'FACOR_GRS80', 'FLIGHT', 'FTIME', 'FX', 'FY', 'FZ', 'HDOP', 'LALT',
'LAT', 'LATCOR', 'LINE', 'LONG', 'MGA_X', 'MGA_Y', 'MGA_Z', 'MSL_Z',
'NSATS', 'PDOP', 'RALT', 'STATCOR', 'TACOR', 'VDOP', 'V_EAST',
'V_NORTH', 'YEAR']
Accessing XYZ data in EastVicData/EastVicTest.xyz.
First few records are:
/
/
/   LINE FLIGHT  YEAR  DOY      FTIME       MGA-X       MGA-Y
MGA-Z      MSL-Z           LAT          LONG    PDOP    VDOP    HDOP
NSATS         DEM        RALT        LALT           FX           FY
FZ       V_EAST      V_NORTH       EOTCOR       LATCOR      STATCOR
ATMCOR  FACOR_GRS80  FACOR_GEOID        TACOR  FA56s_GRS80
FA56s_GEOID FA100s_GRS80 FA100s_GEOID B56s-267_GRS80 B56s-267_GEOID
B100s-267_GRS80 B100s-267_GEOID
 Line       8001.04

  Found 3 header records
  Found 4 lines
  Found 38 fields

Channel precisions (number of decimal places):
[2 0 0 0 2 2 2 2 2 7 7 2 2 2 0 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
3 3  3]
Creating:  EastVicData/EastVicTest.hdf5
Setting BlockID = EastVic Test Line Data for EastVicTest.hdf5.
Setting Acquirer = Sander Geophysics for EastVicTest.hdf5.
Changed CoordFrame attribute(s) for EastVicTest.hdf5.
Setting Line attributes for EastVicData/EastVicTest.hdf5 to include flight numbers from FLIGHT.
Setting Line attributes for EastVicData/EastVicTest.hdf5 to include date values from DOY.

Setting Line attributes for EastVicTest.hdf5 according to the SGL_GA scheme.
Verifying planned line numbers against provided plan file(s).
Changed channel attribute(s) for FTIME in EastVicTest.hdf5.
Changed channel attribute(s) for MGA-X in EastVicTest.hdf5.
Changed channel attribute(s) for MGA-Y in EastVicTest.hdf5.
Changed channel attribute(s) for MGA-Z in EastVicTest.hdf5.
Changed channel attribute(s) for MSL-Z in EastVicTest.hdf5.
Changed channel attribute(s) for LAT in EastVicTest.hdf5.
Changed channel attribute(s) for LONG in EastVicTest.hdf5.
Changed channel attribute(s) for DEM in EastVicTest.hdf5.
Changed channel attribute(s) for RALT in EastVicTest.hdf5.
Changed channel attribute(s) for LALT in EastVicTest.hdf5.
Changed channel attribute(s) for FX in EastVicTest.hdf5.
Changed channel attribute(s) for FY in EastVicTest.hdf5.
Changed channel attribute(s) for FZ in EastVicTest.hdf5.
Changed channel attribute(s) for V_EAST in EastVicTest.hdf5.
Changed channel attribute(s) for V_NORTH in EastVicTest.hdf5.
Changed channel attribute(s) for EOTCOR in EastVicTest.hdf5.
Changed channel attribute(s) for LATCOR in EastVicTest.hdf5.
Changed channel attribute(s) for STATCOR in EastVicTest.hdf5.
Changed channel attribute(s) for ATMCOR in EastVicTest.hdf5.
Changed channel attribute(s) for FACOR_GRS80 in EastVicTest.hdf5.
Changed channel attribute(s) for FACOR_GEOID in EastVicTest.hdf5.
Changed channel attribute(s) for TACOR in EastVicTest.hdf5.
Changed channel attribute(s) for FA56s_GRS80 in EastVicTest.hdf5.
Changed channel attribute(s) for FA56s_GEOID in EastVicTest.hdf5.
Changed channel attribute(s) for FA100s_GRS80 in EastVicTest.hdf5.
Changed channel attribute(s) for FA100s_GEOID in EastVicTest.hdf5.
Changed channel attribute(s) for B56s-267_GRS80 in EastVicTest.hdf5.
Changed channel attribute(s) for B56s-267_GEOID in EastVicTest.hdf5.
Changed channel attribute(s) for B100s-267_GRS80 in EastVicTest.hdf5.
Changed channel attribute(s) for B100s-267_GEOID in EastVicTest.hdf5.
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Test Line Data
    ProjectName: EastVic

Coordinates
    AltitudeChannel: MGA-Z
    GeoDatum: GDA2020
    HeightDatum: GRS80
    LatitudeChannel: LAT
    LongitudeChannel: LONG
    Projection: MGA
    TimeChannel: FTIME
    UTMZone: 55
    XChannel: MGA-X
    YChannel: MGA-Y
4 lines: total distance flown [km] = 200.4

4 lines:
['8001.040', '8001.050', '8001.060', '8001.070']

38 channels:
['ATMCOR', 'B100s-267_GEOID', 'B100s-267_GRS80', 'B56s-267_GEOID',
'B56s-267_GRS80', 'DEM', 'DOY', 'EOTCOR', 'FA100s_GEOID',
'FA100s_GRS80', 'FA56s_GEOID', 'FA56s_GRS80', 'FACOR_GEOID',
'FACOR_GRS80', 'FLIGHT', 'FTIME', 'FX', 'FY', 'FZ', 'HDOP', 'LALT',
'LAT', 'LATCOR', 'LINE', 'LONG', 'MGA-X', 'MGA-Y', 'MGA-Z', 'MSL-Z',
'NSATS', 'PDOP', 'RALT', 'STATCOR', 'TACOR', 'VDOP', 'V_EAST',
'V_NORTH', 'YEAR']
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Test Line Data
    ProjectName: EastVic

1 flights including 4 lines.

Flights
    2019 

Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Test Line Data
    ProjectName: EastVic

Sample time and distance statistics
  Min   = 0.500 s, 27.3 m
  Max   = 0.500 s, 33.2 m
  Mean  = 0.500 s, 30.3 m
  Stdev = 0 s, 1 m
Accessing XYZ data in EastVicData/EastVicRepeats.xyz.
First few records are:
/
/
/   LINE FLIGHT  YEAR  DOY      FTIME       MGA-X       MGA-Y
MGA-Z      MSL-Z           LAT          LONG    PDOP    VDOP    HDOP
NSATS         DEM        RALT        LALT           FX           FY
FZ       V_EAST      V_NORTH       EOTCOR       LATCOR      STATCOR
ATMCOR  FACOR_GRS80  FACOR_GEOID        TACOR  FA56s_GRS80
FA56s_GEOID FA100s_GRS80 FA100s_GEOID B56s-267_GRS80 B56s-267_GEOID
B100s-267_GRS80 B100s-267_GEOID
 Line       7001.16

  Found 3 header records
  Found 10 lines
  Found 38 fields

Channel precisions (number of decimal places):
[2 0 0 0 2 2 2 2 2 7 7 2 2 2 0 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
3 3  3]
Creating:  EastVicData/EastVicRepeats.hdf5
Setting BlockID = EastVic Repeat Line Data for EastVicRepeats.hdf5.
Setting Acquirer = Sander Geophysics for EastVicRepeats.hdf5.
Changed CoordFrame attribute(s) for EastVicRepeats.hdf5.
Changed CoordFrame attribute(s) for EastVicRepeats.hdf5.
Setting Line attributes for EastVicData/EastVicRepeats.hdf5 to include flight numbers from FLIGHT.
Setting Line attributes for EastVicData/EastVicRepeats.hdf5 to include date values from DOY.

Setting Line attributes for EastVicRepeats.hdf5 according to the SGL_GA scheme.
Verifying planned line numbers against provided plan file(s).
Changed channel attribute(s) for FTIME in EastVicRepeats.hdf5.
Changed channel attribute(s) for MGA-X in EastVicRepeats.hdf5.
Changed channel attribute(s) for MGA-Y in EastVicRepeats.hdf5.
Changed channel attribute(s) for MGA-Z in EastVicRepeats.hdf5.
Changed channel attribute(s) for MSL-Z in EastVicRepeats.hdf5.
Changed channel attribute(s) for LAT in EastVicRepeats.hdf5.
Changed channel attribute(s) for LONG in EastVicRepeats.hdf5.
Changed channel attribute(s) for DEM in EastVicRepeats.hdf5.
Changed channel attribute(s) for RALT in EastVicRepeats.hdf5.
Changed channel attribute(s) for LALT in EastVicRepeats.hdf5.
Changed channel attribute(s) for FX in EastVicRepeats.hdf5.
Changed channel attribute(s) for FY in EastVicRepeats.hdf5.
Changed channel attribute(s) for FZ in EastVicRepeats.hdf5.
Changed channel attribute(s) for V_EAST in EastVicRepeats.hdf5.
Changed channel attribute(s) for V_NORTH in EastVicRepeats.hdf5.
Changed channel attribute(s) for EOTCOR in EastVicRepeats.hdf5.
Changed channel attribute(s) for LATCOR in EastVicRepeats.hdf5.
Changed channel attribute(s) for STATCOR in EastVicRepeats.hdf5.
Changed channel attribute(s) for ATMCOR in EastVicRepeats.hdf5.
Changed channel attribute(s) for FACOR_GRS80 in EastVicRepeats.hdf5.
Changed channel attribute(s) for FACOR_GEOID in EastVicRepeats.hdf5.
Changed channel attribute(s) for TACOR in EastVicRepeats.hdf5.
Changed channel attribute(s) for FA56s_GRS80 in EastVicRepeats.hdf5.
Changed channel attribute(s) for FA56s_GEOID in EastVicRepeats.hdf5.
Changed channel attribute(s) for FA100s_GRS80 in EastVicRepeats.hdf5.
Changed channel attribute(s) for FA100s_GEOID in EastVicRepeats.hdf5.
Changed channel attribute(s) for B56s-267_GRS80 in EastVicRepeats.hdf5.
Changed channel attribute(s) for B56s-267_GEOID in EastVicRepeats.hdf5.
Changed channel attribute(s) for B100s-267_GRS80 in EastVicRepeats.hdf5.
Changed channel attribute(s) for B100s-267_GEOID in EastVicRepeats.hdf5.
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Repeat Line Data
    ProjectName: EastVic

Coordinates
    AltitudeChannel: MGA-Z
    GeoDatum: GDA2020
    HeightDatum: GRS80
    LatitudeChannel: LAT
    LongitudeChannel: LONG
    Projection: MGA
    TimeChannel: FTIME
    UTMZone: 55
    XChannel: MGA-X
    YChannel: MGA-Y
10 lines: total distance flown [km] = 501.3

10 lines:
['7001.160', '7001.170', '7001.180', '7001.190', '7001.200',
'7001.210', '7001.220', '7001.230', '7001.240', '7001.250']

38 channels:
['ATMCOR', 'B100s-267_GEOID', 'B100s-267_GRS80', 'B56s-267_GEOID',
'B56s-267_GRS80', 'DEM', 'DOY', 'EOTCOR', 'FA100s_GEOID',
'FA100s_GRS80', 'FA56s_GEOID', 'FA56s_GRS80', 'FACOR_GEOID',
'FACOR_GRS80', 'FLIGHT', 'FTIME', 'FX', 'FY', 'FZ', 'HDOP', 'LALT',
'LAT', 'LATCOR', 'LINE', 'LONG', 'MGA-X', 'MGA-Y', 'MGA-Z', 'MSL-Z',
'NSATS', 'PDOP', 'RALT', 'STATCOR', 'TACOR', 'VDOP', 'V_EAST',
'V_NORTH', 'YEAR']
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Repeat Line Data
    ProjectName: EastVic

7 flights including 10 lines.

Flights
    2004 2006 2009 2011 2013 2015 9501 
Whizz Version 1.0
    Acquirer: Sander Geophysics
    BlockID: EastVic Repeat Line Data
    ProjectName: EastVic

Sample time and distance statistics
  Min   = 0.500 s, 26.4 m
  Max   = 0.500 s, 34.5 m
  Mean  = 0.500 s, 30.7 m
  Stdev = 0 s, 1 m
../_images/b6d0b99df6e6dbd4650bcb774eb6d5365ff507db5eaedcc1c75d7ed289f88363.png
No file of planned data provided.
../_images/4099d1242b46387274648d2687797ef705f9f9cdc1050cc50f62ce72ce45e4ba.png
qc.reportLines(dh)
0 even lines, 0 odd lines.
10 traverse lines, 0 control lines, 0 not classified.
0 planned lines, 10 unplanned lines, total 10.

 Whizz Version 1.0

Odd Lines:
[]

Even Lines:
[]

Traverse Lines:
['7001.160', '7001.170', '7001.180', '7001.190', '7001.200',
'7001.210', '7001.220', '7001.230', '7001.240', '7001.250']

Control Lines:
[]

Here is a repeat line check against the Bouguer gravity (filtered at \(100\,s\)).

all_lines = ['7001.160', '7001.170', '7001.180', '7001.190', '7001.200', '7001.210',
             '7001.220', '7001.230', '7001.240', '7001.250']
qc.checkRepeatLines([dh], 'B100s-267_GEOID', all_lines, xOffset=False)
Analysing line data to work out size of interpolated output arrays.
10 of 10 lines analysed, interpolant length set to 1582 samples.

    Line 7001.160 heading = 134.7 deg.
    Line 7001.170 heading = -45.3 deg.
    Line 7001.180 heading = 134.7 deg.
    Line 7001.190 heading = -45.3 deg.
    Line 7001.200 heading = 134.7 deg.
    Line 7001.210 heading = -45.3 deg.
    Line 7001.220 heading = 134.7 deg.
    Line 7001.230 heading = -45.3 deg.
    Line 7001.240 heading = -45.3 deg.
    Line 7001.250 heading = 134.7 deg.
Summary Statistics
All lines: stdev(B100s-267_GEOID) = 0.85 mGal
    Line 7001.160: stdev(B100s-267_GEOID) = 0.62 mGal
    Line 7001.170: stdev(B100s-267_GEOID) = 0.63 mGal
    Line 7001.180: stdev(B100s-267_GEOID) = 0.59 mGal
    Line 7001.190: stdev(B100s-267_GEOID) = 0.45 mGal
    Line 7001.200: stdev(B100s-267_GEOID) = 0.80 mGal
    Line 7001.210: stdev(B100s-267_GEOID) = 0.76 mGal
    Line 7001.220: stdev(B100s-267_GEOID) = 0.93 mGal
    Line 7001.230: stdev(B100s-267_GEOID) = 0.78 mGal
    Line 7001.240: stdev(B100s-267_GEOID) = 1.12 mGal
    Line 7001.250: stdev(B100s-267_GEOID) = 1.03 mGal
All lines: stdev(MGA-Z) = 4.2 m
    Line 7001.160: stdev(MGA-Z) = 3.8 m
    Line 7001.170: stdev(MGA-Z) = 4.1 m
    Line 7001.180: stdev(MGA-Z) = 4.5 m
    Line 7001.190: stdev(MGA-Z) = 3.9 m
    Line 7001.200: stdev(MGA-Z) = 4.1 m
    Line 7001.210: stdev(MGA-Z) = 4.5 m
    Line 7001.220: stdev(MGA-Z) = 3.2 m
    Line 7001.230: stdev(MGA-Z) = 4.3 m
    Line 7001.240: stdev(MGA-Z) = 4.5 m
    Line 7001.250: stdev(MGA-Z) = 4.1 m
../_images/77786ee743eade02d9e96b1e9cb42b92df2569f0cc251fb40ce8d717a1115f53.png