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Mangroves of North-western Australia mapped with multi-dimensional space–time remote sensing (ICoAST)

Mangroves are a globally important ecosystem subject to significant anthropogenic and climate impacts. Tidally submerged forests and those that occur in arid and semi-arid regions are particularly susceptible to sea level rise or are growing at the margins of their their ecophysiological limits. The spatial extent of these types of mangroves over broad scales are typically poorly documented as their structural and environmental characteristics make them difficult to detect using remote sensing models.


This study utilised the entire Landsat 8 satellite collection between January 2014 and June 2021. A new cloud-based time-series method was used that accounts for tidal variance in detecting mangrove areas that are periodically inundated and have historically been difficult to detect with traditional remote sensing methods. A habitat area model was derived for remote North-western Australia and detected an additional 32% (76,048 hectares) of mangroves that were previously undocumented. The accuracy of the model was assessed within the distinct geomorphic zones of the region through visual validation from high-resolution imagery.


See accompanying report for full methodology:

Hickey, S.M.; Radford, B. Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space–Time Remote Sensing. Remote Sens. 2022, 14, x. https://doi.org/10.3390/rs14143365

Simple

Identification info

Alternate title
ICoAST mangrove
Date (Publication)
2023-03-01

Principal investigator

UWA Oceans Institute (OI), The University of Western Australia (UWA) - Hickey, Sharyn
ORCID ID >

Co-author

Australian Institute of Marine Science (AIMS) - Hickey, Sharyn
Status
Completed

Point of contact

UWA Oceans Institute (OI), The University of Western Australia (UWA) - Hickey, Sharyn
The University of Western Australia
35 Stirling Highway
Perth
Western Australia
6009
Australia
ORCID ID >

Spatial representation type
Vector
Topic category
  • Biota

Extent

N
S
E
W


Temporal extent

Time period
2014-01-01 2021-06-30

Resource format

Title
ESRI Shapefile
Date
Edition
-
Global Change Master Directory (GCMD) Earth Science Keywords Version 8.0
  • EARTH SCIENCE | BIOSPHERE | AQUATIC ECOSYSTEMS | MARINE HABITAT
  • EARTH SCIENCE | BIOSPHERE | ECOSYSTEMS | MARINE ECOSYSTEMS | COASTAL | MANGROVE SWAMP
  • EARTH SCIENCE | BIOSPHERE | ECOSYSTEMS | MARINE ECOSYSTEMS | ESTUARY | MANGROVE SWAMP
Keywords (Place)
  • Great Barrier Reef
Australian and New Zealand Standard Research Classification (ANZSRC): Fields of Research
  • Environmental Sciences not elsewhere classified
  • Marine and Estuarine Ecology (incl. Marine Ichthyology)
AODN Platform Vocabulary
  • orbiting satellite
AODN Discovery Parameter Vocabulary
  • Abundance of biota
Keywords (Theme)
  • benthic habitat
  • mangrove habitat
  • remote sensing
  • Landsat

Resource specific usage

Specific usage
Data supplied for use by the Seamap Australia Project.

- ()

Resource constraints

Classification
Unclassified

Resource constraints

Linkage
http://i.creativecommons.org/l/by/4.0/88x31.png

License Graphic

Title
Creative Commons Attribution 4.0 International License


>

Website
http://creativecommons.org/licenses/by/4.0/

License Text

Other constraints
Cite data as:Hickey, S & Radford, B (2022). Mangroves of North-western Australia mapped with multi-dimensional space–time remote sensing (ICoAST). University of Western Australia. Data accessed at https://metadata.imas.utas.edu.au/geonetwork/srv/eng/catalog.search#/metadata/3b33e731-58e1-4041-9411-cc269cd1cfa3 on [access date].
Other constraints
This dataset is a is hosted by the Institute for Marine and Antarctic Studies (IMAS), University of Tasmania, on behalf of the University of Western Australia (UWA) for the purposes of the Seamap Australia collaborative project.
Language
English
Character encoding
UTF8
Supplemental Information
Hickey, S.M.; Radford, B. Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space–Time Remote Sensing. Remote Sens. 2022, 14, x. https://doi.org/10.3390/rs14143365

Content Information

Content type
Physical measurement
Description
Appended to original data for styling purposes for the Seamap Australia Project
Name
Benthic habitat

Name
SM_HAB_CLS

Identifier

Code
Abundance of biota

Distribution Information

Distribution format
  • ESRI Shapefile

OnLine resource
DATA ACCESS - Geotiff direct download

OnLine resource
seamap:SeamapAus_WA_ICoAST_mangroves_2022

MAP - WA ICoAST Mangroves

OnLine resource

PUBLICATION - Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space–Time Remote Sensing

OnLine resource
ArcGIS online mapping layer for data

Resource lineage

Statement
See accompanying report for full methodology: Hickey, S.M.; Radford, B. Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space–Time Remote Sensing. Remote Sens. 2022, 14, x. https://doi.org/10.3390/rs14143365
Hierarchy level
Dataset
Hierarchy level
Dataset

Platform

Identifier

Code
orbiting satellite

Metadata

Metadata identifier
3b33e731-58e1-4041-9411-cc269cd1cfa3

Language
English
Character encoding
UTF8

Point of contact

Institute for Marine and Antarctic Studies (IMAS), University of Tasmania (UTAS) - IMAS Data Manager
Parent metadata
  • Seamap Australia National Benthic Habitat Layer (NBHL)

Type of resource

Resource scope
Dataset
Metadata linkage
https://metadata.imas.utas.edu.au/geonetwork/srv/eng/catalog.search#/metadata/3b33e731-58e1-4041-9411-cc269cd1cfa3

Point of truth URL of this metadata record

Date info (Creation)
2023-03-01T12:00:00

Metadata standard

Title
ISO 19115-3:2018
 
 

Overviews

UWA.png

Spatial extent

N
S
E
W


Keywords

Landsat benthic habitat mangrove habitat remote sensing
AODN Discovery Parameter Vocabulary
Abundance of biota
AODN Platform Vocabulary
orbiting satellite
Australian and New Zealand Standard Research Classification (ANZSRC): Fields of Research
Environmental Sciences not elsewhere classified Marine and Estuarine Ecology (incl. Marine Ichthyology)
Global Change Master Directory (GCMD) Earth Science Keywords Version 8.0
EARTH SCIENCE | BIOSPHERE | AQUATIC ECOSYSTEMS | MARINE HABITAT EARTH SCIENCE | BIOSPHERE | ECOSYSTEMS | MARINE ECOSYSTEMS | COASTAL | MANGROVE SWAMP EARTH SCIENCE | BIOSPHERE | ECOSYSTEMS | MARINE ECOSYSTEMS | ESTUARY | MANGROVE SWAMP

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Read here the full details and access to the data.

Associated resources

Not available


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