b5bfe9bf-686e-4aad-b969-a86e8a58d5c4
urn:uuid
eng
UTF-8
nonGeographicDataset
nonGeographicDataset
2025-10-16T15:42:20
creation
ISO 19115
2016
National Gravity and Magnetic Derivatives Customised for Data Analysis and Machine Learning
b5bfe9bf-686e-4aad-b969-a86e8a58d5c4
Purpose
This package comprises a set of 86 thematic grids (rasters) derived from national coverages of gravity and magnetic survey data. These datasets provide valuable information about the distribution of geological features, physical property variations, and the composition of the Earth's crust. All grids have been resampled to the same cell size, map extent, and projection to allow them to be integrated into predictive mapping and modelling workflows using machine learning. Users can download individual grids or the whole grid package.
Input Data
The following Australian national datasets were used:
1. 2019 Australian National Gravity Grids: Free Air Anomaly, Complete Bouguer Anomaly, De-trended Global Isostatic Residual, 400 m cell size (Lane et al., 2020).
2. Total Magnetic Intensity (TMI) Grid of Australia 2019 - seventh edition Enhanced Products Package (Morse, 2020).
Processing
All processing of the national grids were undertaken using Intrepid software. The following was performed on the input data:
1. The grids were reprojected from GDA94 geodetic to Australian Albers (EPSG 3577).
2. The grids were aligned to the same grid cell registration point and interpolated to fit within an 80 m cell size using a cubic spline method to ensure that the cell locations for all images are common.
3. Various Fast Fourier Transforms (FFT) were applied to each grid
(see ‘Grids_for_Machine_Learning_dataset_notes.pdf’).
Metadata (all grids)
· Datum: GDA94
· Projection: Australian Albers (EPSG 3577)
· Cell size: 80 m
· File format: GeoTiff (.tif)
Full data is available on request from clientservices@ga.gov.au - Quote eCat# 149130
See the manifest document below for the full file listing
{"type": "Polygon", "coordinates": [[[112.0, -44.0], [154.0, -44.0], [154.0, -9.0], [112.0, -9.0], [112.0, -44.0]]]}
112.0
154.0
-44.0
-9.0
Complete Bouguer Anomaly
DGIR
De-trended Global Isostatic Residual
FAA
Free-Air Anomaly
Geophysical Acquisition and Processing Section
Gravimetrics
Magnetism and Palaeomagnetism
Published_External
RTP
Reduction to Pole
TMI
Total Magnetic Intensity
analytic signal
band pass
gravity
grids
horizontal derivative
machine learning
phase map
raster
residual
tilt
upward continuation
vertical derivative
vertical integral
Download File Manifest (pdf) [75.2 KB]
documentDigital
Download File Manifest (pdf) [75.2 KB]
PDF
Download Gravity - 2019_B7_DGIR (tif) [13.7 GB]
documentDigital
Download Gravity - 2019_B7_DGIR (tif) [13.7 GB]
tif
Download Gravity - 2019_B7_CBA (tif) [12.8 GB]
documentDigital
Download Gravity - 2019_B7_CBA (tif) [12.8 GB]
tif
Download Gravity - 2019_B7_FAA (tif) [13.5 GB]
documentDigital
Download Gravity - 2019_B7_FAA (tif) [13.5 GB]
tif
Download Magnetics - TMI (tif) [8.4 GB]
documentDigital
Download Magnetics - TMI (tif) [8.4 GB]
tif
Download Magnetics - TMI_VRTP (tif) [8.5 GB]
documentDigital
Download Magnetics - TMI_VRTP (tif) [8.5 GB]
tif