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Satellite-Derived Bathymetry and Seafloor Habitat Classification Mapping of Christmas Island Marine Park

Parks Australia - Indian Oceans Territory (IOT) Grants Project: Satellite-Derived Bathymetry and Seafloor Habitat Classification Mapping of Christmas Island Marine Park


This project mapped Satellite-derived Bathymetry (SDB) and seafloor habitats at 2m horizontal spatial resolution, for the shallow waters (~0-25 m) of Christmas Island Marine Park. SDB data was processed using EOMAP's proprietary software and algorithm package Watcor-X, which generates SDB using multipspectral satellite data. The SDB is based on the physics-based inversion method of the radiative transfer equation which models the pathway of light and its interaction through different media (e.g. atmosphere and water column). The thematic classification of the seabed was based on multispectral satellite image analytics. Satellite imagery was pre-processed by applying a set of image correction procedures to reduce environmental noise, resulting in a standardised reflectance surface of the subsurface and seafloor. The information on seafloor reflectance at different wavelengths was used to run an object-based classification procedure which groups objects of similar spectral characteristics, shape and texture into different classes of major seafloor habitat type.


These critical geospatial data layers provide the essential environmental baseline information for the long-term monitoring and management of the IOT Marine Parks. Having access to digital, georeferenced, high-resolution, satellite-derived maps of bathymetry and benthic habitats of shallow water areas, is of fundamental use in the areas of navigation and safety-at-sea, ecological research, environmental modelling, management and conservation, and monitoring the impacts from climate change.

Simple

Identification info

Date (Publication)
2025-01-10T00:00:00

Resource provider

Institute for Marine and Antarctic Studies
Private Bag 129
Hobart
Tasmania
7001
Australia

Processor

EOMAP Australia Pty Ltd - Twiggs, Emily
Credit
Director of National Parks (Parks Australia), Christmas Island SDB/Seafloor Classification © EOMAP, 2023-24
Status
Completed

Point of contact

EOMAP Australia Pty Ltd - Twiggs, Emily
Mooloolaba
Queensland
4557
Australia
Topic category
  • Biota
  • Geoscientific information

Extent

N
S
E
W


Temporal extent

Time period
2016-02-12 2022-01-17

Vertical element

Minimum value
0
Maximum value
30
Identifier
EPSG::5715
Name
MSL depth
Maintenance and update frequency
Not planned
Keywords (Theme)
  • Habitat Mapping
  • Seafloor Classification
  • Satellite Mapping
  • Marine Parks
Global Change Master Directory Earth Science Keywords, Version 8.5
  • EARTH SCIENCE | OCEANS | BATHYMETRY/SEAFLOOR TOPOGRAPHY
  • EARTH SCIENCE | OCEANS | BATHYMETRY/SEAFLOOR TOPOGRAPHY | BATHYMETRY
  • EARTH SCIENCE | BIOSPHERE | ECOSYSTEMS | MARINE ECOSYSTEMS | BENTHIC
  • EARTH SCIENCE | BIOLOGICAL CLASSIFICATION
AODN Platform Vocabulary
  • Maxar's WorldView-2/3 and GeoEye-1
AODN Geographic Extents Vocabulary
  • Offshore Islands (Australia) | Offshore Islands (Australia) | Christmas Island

Resource constraints

Use limitation
https://creativecommons.org/share-your-work/cclicenses/

Resource constraints

Linkage
https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png

License Graphic

Title
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Alternate title
CC BY-NC-SA
Edition
4.0


>

Website
https://creativecommons.org/licenses/by-nc-sa/4.0/

License Text

Other constraints
Cite data as: Satellite-Derived Bathymetry and Seafloor Habitat Classification Mapping of Christmas Island Marine Park (2024). Director of National Parks (Parks Australia), EOMAP Australia Pty Ltd. Data accessed at https://metadata.imas.utas.edu.au/geonetwork/srv/eng/catalog.search#/metadata/c45d05de-1c33-41c3-b25f-cebc944cefb4 on [access date].
Other constraints
https://www.eomap.com/exchange/pdf/EOMAP_Terms_Conditions_for_User_of_EOMAP_Products.pdf
Language
English
Character encoding
UTF8

Content Information

Content type
Physical measurement

Identifier

Code
Habitat Mapping
Name
Classes

Distribution Information

Distribution format
  • Geotiff, Shapefile

OnLine resource
DATA ACCESS - Christmas Island MP classified habitat [direct download data package 75 MB .zip]

OnLine resource
DATA ACCESS - Christmas Island MP satellite-derived bathymetry [direct download data package 820 MB .zip]

OnLine resource
DATA ACCESS - Christmas Island MP satellite imagery [direct download data package 315 MB .zip]

OnLine resource
View and interact with data on Seamap Australia online mapping portal

OnLine resource
PDF map of bathymetry - Christmas Island

OnLine resource
PDF map of bathymetric vertical uncertainties - Christmas Island

OnLine resource
EOMAP_ChristmasIslandMP_2m_bathymetry

MAP - Christmas Island MP high-resolution (2m) bathymetry

OnLine resource
SeamapAus_Ext_EOMAP_ChristmasIslandMP_2022_grp

MAP - Christmas Island MP habitat classification

Resource lineage

Statement
The Christmas Island Marine Park survey was acquired by the Australian Government (Parks Australia) as part of the IOT Marine Park Funding grant in 2023-2024, undertaken by EOMAP Australia Pty Ltd and EOMAP GmbH & Co.KG. The data provides bathymetric and seafloor classification information based on optical satellite image data. Maxar's WorldView-2/3 and GeoEye-1 multispectral satellite data were processed by the Modular and Inversion System (MIP) by EOMAP GmbH & Co.KG. The MIP is designed for the physically based assessment of hydro-biological parameters from multi- and hyperspectral remote sensing data. EOMAPs Satellite-Derived Bathymetry (SDB) method relies on the reflected light energy which is measured at the satellite sensor in space. In order to measure the water column thickness, the sea bottom reflection must be separated from all other simultaneously measured portions of light. Other contributors of light scattered to the sensor are atmospheric molecules and aerosols, adjacent scattering from land, the water surface reflection, and light scattered and absorbed due to particular properties of water constituents and the pure water itself. The pure water itself also absorbs light in a spectrally specific manner and therefore leaves unique signatures in the signal while the light passes through the water column and returns after reflection at the sea bottom. This property is relevant to estimate water depth from optical satellite imagery. As many properties can vary over space and time, effective correction, regularisation and retrieval algorithms must be applied to avoid unstable results. EOMAP developed and maintains these unique algorithm and its workflows for almost two decades. The maximum depth the system is able to sense is related to the complex interaction of radiance of bottom material, incident sun angle and intensity, and the type and quantity of organics or sediments in the water column. As a rule-of-thumb, satellite-derived bathymetry should be capable of sensing bottom to depths equal to one to one point five times the Secchi depth. EOMAP's Seafloor Classification (SFC) method is based on seafloor reflection at different wavelengths, which is being used to run an object-based classification procedure grouping objects of similar spectral characteristics, shape and texture into different classes of seafloor coverage. Correction modules applied to the satellite imagery: - Corrected for Satellite sensor noise: Yes - Corrected for atmospheric effects: Yes - Corrected for the effect of adjacent land reflectance: Yes - Corrected for effects of turbidity: Yes Datum: Mean Sea Level based on Admirality Total Tide Station Christmas Island, 4629 (HAT: +1.8m above CD, MSL: +0.85m above CD, SATREC: +0.8m above CD, LAT: +0.0m above CD) Christmas Island, 4629 (HAT: +1.8m above CD, MSL: +0.85m above CD, SATREC: +1.2m above CD, LAT: +0.0m above CD) Christmas Island, 4629 (HAT: +1.8m above CD, MSL: +0.85m above CD, SATREC: +1.2m above CD, LAT: +0.0m above CD). Data type: 32bit Geotiff and ASCII xyz text file Units: m NoDataValue: -9999.
Hierarchy level
Dataset
Hierarchy level
Dataset

Platform

Identifier

Code
Maxar's WorldView-2/3 and GeoEye-1

Instrument

Identifier

Code
Multispectral Satellite Sensor

Metadata

Metadata identifier
urn:uuid/c45d05de-1c33-41c3-b25f-cebc944cefb4

Language
English
Character encoding
UTF8

Distributor

Institute for Marine and Antarctic Studies - (IMAS Data Manager)
IMAS website >

Parent metadata
  • Seamap Australia National Benthic Habitat Layer (NBHL)

Type of resource

Resource scope
Dataset
Name
IMAS Dataset level record
Metadata linkage
https://metadata.imas.utas.edu.au/geonetwork/srv/eng/catalog.search#/metadata/c45d05de-1c33-41c3-b25f-cebc944cefb4

Point of truth URL of this metadata record

Date info (Creation)
2025-01-07T00:00:00
Date info (Revision)
2025-05-09T12:17:11

Metadata standard

Title
ISO 19115-3:2018
 
 

Overviews

PA_logo.jpg
EOMAP_logo.png

Spatial extent

N
S
E
W


Keywords

Habitat Mapping Marine Parks Satellite Mapping Seafloor Classification
AODN Platform Vocabulary
Maxar's WorldView-2/3 and GeoEye-1
Global Change Master Directory Earth Science Keywords, Version 8.5
EARTH SCIENCE | BIOLOGICAL CLASSIFICATION EARTH SCIENCE | BIOSPHERE | ECOSYSTEMS | MARINE ECOSYSTEMS | BENTHIC EARTH SCIENCE | OCEANS | BATHYMETRY/SEAFLOOR TOPOGRAPHY EARTH SCIENCE | OCEANS | BATHYMETRY/SEAFLOOR TOPOGRAPHY | BATHYMETRY

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Associated resources

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