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Wetland mapping — Baralaba 100K map tile — 8849

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Based on wetland mapping version 6.0

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Baralaba 100K map tile wetland area by system 2019
System Area (ha) % wetlands area % total area
Total 7,673 100.0% 2.7%
Total excluding riverine and artificial/highly modified riverine 5,966 77.8% 2.1%
Artificial and highly modified 1,376 17.9% 0.5%
Intertidal (saltmarsh, saltflats, mangroves) (natural) 0 0.0% 0.0%
Intertidal (saltmarsh, saltflats, mangroves) (slightly modified) 0 0.0% 0.0%
Lacustrine (natural) 0 0.0% 0.0%
Lacustrine (slightly modified) 157 2.0% 0.1%
Palustrine (natural) 4,126 53.8% 1.5%
Palustrine (slightly modified) 307 4.0% 0.1%
Riverine 1,707 22.2% 0.6%
Intertidal (saltmarsh, saltflats, mangroves) (highly modified) 0 0.0% 0.0%
Intertidal (saltmarsh, saltflats, mangroves) (natural) 0 0.0% 0.0%
Intertidal (saltmarsh, saltflats, mangroves) (slightly modified) 0 0.0% 0.0%
Lacustrine (artificial) 906 11.8% 0.3%
Lacustrine (highly modified) 423 5.5% 0.2%
Lacustrine (natural) 0 0.0% 0.0%
Lacustrine (slightly modified) 157 2.0% 0.1%
Palustrine (artificial) 24 0.3% 0.0%
Palustrine (highly modified) 23 0.3% 0.0%
Palustrine (natural) 4,126 53.8% 1.5%
Palustrine (slightly modified) 307 4.0% 0.1%
Riverine (artificial) 0 0.0% 0.0%
Riverine (highly modified) 0 0.0% 0.0%
Riverine (natural) 1,707 22.2% 0.6%
Riverine (slightly modified) 0 0.0% 0.0%
Baralaba 100K map tile wetland area by habitat 2019
Habitat Area (ha) % wetlands area % total area
Total 4,433 100.0% 1.6%
Mangroves - Casuarina 0 0.0% 0.0%
Mangroves - other 0 0.0% 0.0%
Salt marsh and salt flats 0 0.0% 0.0%
Arid and semi-arid saline lake 0 0.0% 0.0%
Arid and semi-arid floodplain lake 0 0.0% 0.0%
Arid and semi-arid other non-floodplain lake 0 0.0% 0.0%
Arid and semi-arid non-floodplain clay plan lake 0 0.0% 0.0%
Arid and semi-arid permanently inundated lake 0 0.0% 0.0%
Coastal and sub-coastal floodplain lake 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain rock lake 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain sand (window) lake 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain sand (perched) lake 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain soil lake 0 0.0% 0.0%
Arid and semi-arid saline swamp 0 0.0% 0.0%
Arid and semi-arid floodplain tree swamp 0 0.0% 0.0%
Arid and semi-arid floodplain shrub swamp 0 0.0% 0.0%
Arid and semi-arid floodplain grass, sedge and herb swamp 0 0.0% 0.0%
Arid and semi-arid non-floodplain tree swamp 0 0.0% 0.0%
Arid and semi-arid non-floodplain shrub swamp 0 0.0% 0.0%
Arid and semi-arid non-floodplain grass, sedge and herb swamp 0 0.0% 0.0%
Arid and semi-arid other non-floodplain swamp 0 0.0% 0.0%
Arid and semi-arid Great Artesian Basin fed spring swamp 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain tree (Melaleuca and Eucalypt) swamp 2,091 47.2% 0.7%
Coastal and sub-coastal non-floodplain wet heath swamp 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain grass, sedge, and herb swamp 0 0.0% 0.0%
Coastal and sub-coastal other non-floodplain swamp 135 3.1% 0.0%
Coastal and sub-coastal floodplain tree (Melaleuca and Eucalypt) swamp 1,651 37.2% 0.6%
Coastal and sub-coastal floodplain grass, sedge, and herb swamp 367 8.3% 0.1%
Coastal and sub-coastal floodplain wet heath swamp 0 0.0% 0.0%
Coastal and sub-coastal other floodplain swamp 0 0.0% 0.0%
Coastal and sub-coastal tree (palm) swamp 0 0.0% 0.0%
Unknown - Swamp - Arid and semi-arid 0 0.0% 0.0%
Unknown - Swamp - Coastal and sub-coastal 189 4.3% 0.1%
Mangroves - Casuarina (natural) 0 0.0% 0.0%
Mangroves - Casuarina (slightly modified) 0 0.0% 0.0%
Mangroves - other (natural) 0 0.0% 0.0%
Mangroves - other (slightly modified) 0 0.0% 0.0%
Salt marsh and salt flats (natural) 0 0.0% 0.0%
Salt marsh and salt flats (slightly modified) 0 0.0% 0.0%
Arid and semi-arid saline lake (natural) 0 0.0% 0.0%
Arid and semi-arid saline lake (slightly modified) 0 0.0% 0.0%
Arid and semi-arid floodplain lake (natural) 0 0.0% 0.0%
Arid and semi-arid floodplain lake (slightly modified) 0 0.0% 0.0%
Arid and semi-arid other non-floodplain lake (natural) 0 0.0% 0.0%
Arid and semi-arid non-floodplain clay plan lake (natural) 0 0.0% 0.0%
Arid and semi-arid permanently inundated lake (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal floodplain lake (natural) 0 0.0% 0.0%
Coastal and sub-coastal floodplain lake (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain rock lake (natural) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain rock lake (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain sand (window) lake (natural) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain sand (window) lake (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain sand (perched) lake (natural) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain soil lake (natural) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain soil lake (slightly modified) 0 0.0% 0.0%
Arid and semi-arid saline swamp (natural) 0 0.0% 0.0%
Arid and semi-arid saline swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid floodplain tree swamp (natural) 0 0.0% 0.0%
Arid and semi-arid floodplain tree swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid floodplain shrub swamp (natural) 0 0.0% 0.0%
Arid and semi-arid floodplain shrub swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid floodplain grass, sedge and herb swamp (natural) 0 0.0% 0.0%
Arid and semi-arid floodplain grass, sedge and herb swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid non-floodplain tree swamp (natural) 0 0.0% 0.0%
Arid and semi-arid non-floodplain tree swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid non-floodplain shrub swamp (natural) 0 0.0% 0.0%
Arid and semi-arid non-floodplain shrub swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid non-floodplain grass, sedge and herb swamp (natural) 0 0.0% 0.0%
Arid and semi-arid non-floodplain grass, sedge and herb swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid other non-floodplain swamp (natural) 0 0.0% 0.0%
Arid and semi-arid other non-floodplain swamp (slightly modified) 0 0.0% 0.0%
Arid and semi-arid Great Artesian Basin fed spring swamp (natural) 0 0.0% 0.0%
Arid and semi-arid Great Artesian Basin fed spring swamp (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain tree (Melaleuca and Eucalypt) swamp (natural) 2,085 47.0% 0.7%
Coastal and sub-coastal non-floodplain tree (Melaleuca and Eucalypt) swamp (slightly modified) 6 0.1% 0.0%
Coastal and sub-coastal non-floodplain wet heath swamp (natural) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain wet heath swamp (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain grass, sedge, and herb swamp (natural) 0 0.0% 0.0%
Coastal and sub-coastal non-floodplain grass, sedge, and herb swamp (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal other non-floodplain swamp (natural) 135 3.1% 0.0%
Coastal and sub-coastal other non-floodplain swamp (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal floodplain tree (Melaleuca and Eucalypt) swamp (natural) 1,390 31.3% 0.5%
Coastal and sub-coastal floodplain tree (Melaleuca and Eucalypt) swamp (slightly modified) 261 5.9% 0.1%
Coastal and sub-coastal floodplain grass, sedge, and herb swamp (natural) 331 7.5% 0.1%
Coastal and sub-coastal floodplain grass, sedge, and herb swamp (slightly modified) 36 0.8% 0.0%
Coastal and sub-coastal floodplain wet heath swamp (natural) 0 0.0% 0.0%
Coastal and sub-coastal floodplain wet heath swamp (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal other floodplain swamp (natural) 0 0.0% 0.0%
Coastal and sub-coastal other floodplain swamp (slightly modified) 0 0.0% 0.0%
Coastal and sub-coastal tree (palm) swamp (natural) 0 0.0% 0.0%
Coastal and sub-coastal tree (palm) swamp (slightly modified) 0 0.0% 0.0%
Unknown - Swamp - Arid and semi-arid (natural) 0 0.0% 0.0%
Unknown - Swamp - Arid and semi-arid (slightly modified) 0 0.0% 0.0%
Unknown - Swamp - Coastal and sub-coastal (natural) 186 4.2% 0.1%
Unknown - Swamp - Coastal and sub-coastal (slightly modified) 3 0.1% 0.0%

Disclaimer

Areas do not include marine or estuarine waters but do include estuarine wetland vegetation
(e.g. mangroves and tidal flats).

All statistics are approximate and generated based on data transformed to a customised Albers equal-area projection, thus allowing wetland extent change for different regions of Queensland to be comparable.

Areas may change over time as mapping approaches improve.

Totals may not match the sum of individually displayed figures due to the rounding of displayed figures.

Wetland extent changes

Baralaba 100K map tile wetland extent change by system
System 2019 area
(ha)
2017 area
(ha)
2013 area
(ha)
2009 area
(ha)
2005 area
(ha)
2001 area
(ha)
pre-clear area
(ha)
2019/pre-clear
percentage
Total 7,673 7,669 7,612 7,591 7,564 7,590 * n/a * n/a
Artificial and highly modified 1,376 1,372 1,315 1,294 1,267 1,235 0 n/a
Intertidal (saltmarsh, saltflats, mangroves) (natural) 0 0 0 0 0 0 0 n/a
Intertidal (saltmarsh, saltflats, mangroves) (slightly modified) 0 0 0 0 0 0 0 n/a
Lacustrine (natural) 0 0 0 0 0 0 0 n/a
Lacustrine (slightly modified) 157 157 157 157 157 157 0 n/a
Palustrine (natural) 4,126 4,126 4,126 4,126 4,126 4,184 4,602 89.7%
Palustrine (slightly modified) 307 307 307 307 307 307 0 n/a
Riverine 1,707 1,707 1,707 1,707 1,707 1,707 * n/a n/a
Intertidal (saltmarsh, saltflats, mangroves) (highly modified) 0 0 0 0 0 0 0 n/a
Intertidal (saltmarsh, saltflats, mangroves) (natural) 0 0 0 0 0 0 0 n/a
Intertidal (saltmarsh, saltflats, mangroves) (slightly modified) 0 0 0 0 0 0 0 n/a
Lacustrine (artificial) 906 904 854 835 814 796 0 n/a
Lacustrine (highly modified) 423 422 415 413 407 393 0 n/a
Lacustrine (natural) 0 0 0 0 0 0 0 n/a
Lacustrine (slightly modified) 157 157 157 157 157 157 0 n/a
Palustrine (artificial) 24 24 24 24 24 24 0 n/a
Palustrine (highly modified) 23 23 23 23 23 23 0 n/a
Palustrine (natural) 4,126 4,126 4,126 4,126 4,126 4,184 4,602 89.7%
Palustrine (slightly modified) 307 307 307 307 307 307 0 n/a
Riverine (artificial) 0 0 0 0 0 0 * n/a n/a
Riverine (highly modified) 0 0 0 0 0 0 * n/a n/a
Riverine (natural) 1,707 1,707 1,707 1,707 1,707 1,707 * n/a n/a
Riverine (slightly modified) 0 0 0 0 0 0 * n/a n/a

* Pre-clear riverine wetland statistics are not available in this area. A comprehensive evaluation is currently underway of the effect of identified limitations on the statistical analysis process used to monitor wetland extent change. During this time, selected riverine wetland statistics will be temporarily unavailable as they may be disproportionately impacted. It is expected that this evaluation will be completed in late 2024.

Baralaba 100K map tile wetland extent change by habitat
Habitat 2019 area
(ha)
2017 area
(ha)
2013 area
(ha)
2009 area
(ha)
2005 area
(ha)
2001 area
(ha)
Total 4,433 4,433 4,433 4,433 4,433 4,491
Mangroves - Casuarina 0 0 0 0 0 0
Mangroves - other 0 0 0 0 0 0
Salt marsh and salt flats 0 0 0 0 0 0
Arid and semi-arid saline lake 0 0 0 0 0 0
Arid and semi-arid floodplain lake 0 0 0 0 0 0
Arid and semi-arid other non-floodplain lake 0 0 0 0 0 0
Arid and semi-arid non-floodplain clay plan lake 0 0 0 0 0 0
Arid and semi-arid permanently inundated lake 0 0 0 0 0 0
Coastal and sub-coastal floodplain lake 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain rock lake 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain sand (window) lake 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain sand (perched) lake 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain soil lake 0 0 0 0 0 0
Arid and semi-arid saline swamp 0 0 0 0 0 0
Arid and semi-arid floodplain tree swamp 0 0 0 0 0 0
Arid and semi-arid floodplain shrub swamp 0 0 0 0 0 0
Arid and semi-arid floodplain grass, sedge and herb swamp 0 0 0 0 0 0
Arid and semi-arid non-floodplain tree swamp 0 0 0 0 0 0
Arid and semi-arid non-floodplain shrub swamp 0 0 0 0 0 0
Arid and semi-arid non-floodplain grass, sedge and herb swamp 0 0 0 0 0 0
Arid and semi-arid other non-floodplain swamp 0 0 0 0 0 0
Arid and semi-arid Great Artesian Basin fed spring swamp 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain tree (Melaleuca and Eucalypt) swamp 2,091 2,091 2,091 2,091 2,091 2,148
Coastal and sub-coastal non-floodplain wet heath swamp 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain grass, sedge, and herb swamp 0 0 0 0 0 0
Coastal and sub-coastal other non-floodplain swamp 135 135 135 135 135 135
Coastal and sub-coastal floodplain tree (Melaleuca and Eucalypt) swamp 1,651 1,651 1,651 1,651 1,651 1,651
Coastal and sub-coastal floodplain grass, sedge, and herb swamp 367 367 367 367 367 367
Coastal and sub-coastal floodplain wet heath swamp 0 0 0 0 0 0
Coastal and sub-coastal other floodplain swamp 0 0 0 0 0 0
Coastal and sub-coastal tree (palm) swamp 0 0 0 0 0 0
Unknown - Swamp - Arid and semi-arid 0 0 0 0 0 0
Unknown - Swamp - Coastal and sub-coastal 189 189 189 189 189 189
Mangroves - Casuarina (natural) 0 0 0 0 0 0
Mangroves - Casuarina (slightly modified) 0 0 0 0 0 0
Mangroves - other (natural) 0 0 0 0 0 0
Mangroves - other (slightly modified) 0 0 0 0 0 0
Salt marsh and salt flats (natural) 0 0 0 0 0 0
Salt marsh and salt flats (slightly modified) 0 0 0 0 0 0
Arid and semi-arid saline lake (natural) 0 0 0 0 0 0
Arid and semi-arid saline lake (slightly modified) 0 0 0 0 0 0
Arid and semi-arid floodplain lake (natural) 0 0 0 0 0 0
Arid and semi-arid floodplain lake (slightly modified) 0 0 0 0 0 0
Arid and semi-arid other non-floodplain lake (natural) 0 0 0 0 0 0
Arid and semi-arid non-floodplain clay plan lake (natural) 0 0 0 0 0 0
Arid and semi-arid permanently inundated lake (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal floodplain lake (natural) 0 0 0 0 0 0
Coastal and sub-coastal floodplain lake (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain rock lake (natural) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain rock lake (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain sand (window) lake (natural) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain sand (window) lake (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain sand (perched) lake (natural) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain soil lake (natural) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain soil lake (slightly modified) 0 0 0 0 0 0
Arid and semi-arid saline swamp (natural) 0 0 0 0 0 0
Arid and semi-arid saline swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid floodplain tree swamp (natural) 0 0 0 0 0 0
Arid and semi-arid floodplain tree swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid floodplain shrub swamp (natural) 0 0 0 0 0 0
Arid and semi-arid floodplain shrub swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid floodplain grass, sedge and herb swamp (natural) 0 0 0 0 0 0
Arid and semi-arid floodplain grass, sedge and herb swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid non-floodplain tree swamp (natural) 0 0 0 0 0 0
Arid and semi-arid non-floodplain tree swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid non-floodplain shrub swamp (natural) 0 0 0 0 0 0
Arid and semi-arid non-floodplain shrub swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid non-floodplain grass, sedge and herb swamp (natural) 0 0 0 0 0 0
Arid and semi-arid non-floodplain grass, sedge and herb swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid other non-floodplain swamp (natural) 0 0 0 0 0 0
Arid and semi-arid other non-floodplain swamp (slightly modified) 0 0 0 0 0 0
Arid and semi-arid Great Artesian Basin fed spring swamp (natural) 0 0 0 0 0 0
Arid and semi-arid Great Artesian Basin fed spring swamp (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain tree (Melaleuca and Eucalypt) swamp (natural) 2,085 2,085 2,085 2,085 2,085 2,142
Coastal and sub-coastal non-floodplain tree (Melaleuca and Eucalypt) swamp (slightly modified) 6 6 6 6 6 6
Coastal and sub-coastal non-floodplain wet heath swamp (natural) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain wet heath swamp (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain grass, sedge, and herb swamp (natural) 0 0 0 0 0 0
Coastal and sub-coastal non-floodplain grass, sedge, and herb swamp (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal other non-floodplain swamp (natural) 135 135 135 135 135 135
Coastal and sub-coastal other non-floodplain swamp (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal floodplain tree (Melaleuca and Eucalypt) swamp (natural) 1,390 1,390 1,390 1,390 1,390 1,390
Coastal and sub-coastal floodplain tree (Melaleuca and Eucalypt) swamp (slightly modified) 261 261 261 261 261 261
Coastal and sub-coastal floodplain grass, sedge, and herb swamp (natural) 331 331 331 331 331 331
Coastal and sub-coastal floodplain grass, sedge, and herb swamp (slightly modified) 36 36 36 36 36 36
Coastal and sub-coastal floodplain wet heath swamp (natural) 0 0 0 0 0 0
Coastal and sub-coastal floodplain wet heath swamp (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal other floodplain swamp (natural) 0 0 0 0 0 0
Coastal and sub-coastal other floodplain swamp (slightly modified) 0 0 0 0 0 0
Coastal and sub-coastal tree (palm) swamp (natural) 0 0 0 0 0 0
Coastal and sub-coastal tree (palm) swamp (slightly modified) 0 0 0 0 0 0
Unknown - Swamp - Arid and semi-arid (natural) 0 0 0 0 0 0
Unknown - Swamp - Arid and semi-arid (slightly modified) 0 0 0 0 0 0
Unknown - Swamp - Coastal and sub-coastal (natural) 186 186 186 186 186 186
Unknown - Swamp - Coastal and sub-coastal (slightly modified) 3 3 3 3 3 3

Disclaimer

Areas do not include marine or estuarine waters but do include estuarine wetland vegetation
(e.g. mangroves and tidal flats).

All statistics are approximate and generated based on data transformed to a customised Albers equal-area projection, thus allowing wetland extent change for different regions of Queensland to be comparable.

Areas may change over time as mapping approaches improve.

Totals may not match the sum of individually displayed figures due to the rounding of displayed figures.

Wildlife

Kingdom
Class
Native Introduced Wetland
indicator
species
Rare or
threatened
species
All
TOTAL 797 92 137 19 891
Animals 340 12 81 13 352
Mammals 39 8 1 3 47
Birds 197 1 32 6 198
Reptiles 55 0 7 3 55
Amphibians 19 1 9 0 20
Ray-finned fishes 30 2 32 1 32
Fungi 1 0 0 0 1
Plants 456 80 56 6 538

Note: Wildlife statistics are based on information that has been submitted to the DESI WildNet database and converted to a 10km² grid. The grid information has been intersected with the mapping polygons to determine the species lists. Click here to view the species grid metadata.

Information from WildNet can also be accessed via Wildlife Online and WetlandMaps.

Rare or threatened includes species listed as extinct, extinct in the wild, critically endangered, endangered, vulnerable or conservation dependent under either the Nature Conservation Act or Environment Protection and Biodiversity Conservation Act

Disclaimer: While every care is taken to ensure the accuracy of this product, the Queensland Government and Australian Government make no representations or warranties about its accuracy, reliability, completeness or suitability for any particular purpose and disclaim all responsibility and all liability (including without limitation, liability in negligence) for all expenses, losses, damages (including indirect or consequential damage) and costs which might be incurred as a consequence of reliance on the product, or as a result of the product being inaccurate or incomplete in any way and for any reason.

AreaType-tile-100k

This page should be cited as:

Department of Environment, Science and Innovation, Queensland (2013) Wetland mapping — Baralaba 100K map tile — 8849, WetlandInfo website, accessed 30 August 2024. Available at: https://wetlandinfo.des.qld.gov.au/wetlands/facts-maps/tile-100k-baralaba/

Queensland Government
WetlandInfo   —   Department of Environment, Science and Innovation