Temperature Model Performance Summary
Average metrics from selected validation images per section. Cell colours reflect performance thresholds (see legends). Refer to Chapter 5.3 for methods used to compute error in each assessment polygon.
Mean Absolute Error (°C)
MAE ≤ 0.15
0.15–0.25
0.25–0.35
0.35–0.50
> 0.50
| Section | 2013 | 2015 | 2020 | 2021 | 2022 | 2023 |
|---|---|---|---|---|---|---|
| North (Gage Roads) | 0.117 | 0.103 | 0.126 | 0.174 | 0.232 | 0.062 |
| Owen Anchorage | — | — | — | 0.082 | 0.164 | 0.103 |
| Cockburn Sound | 0.168 | 0.326 | 0.108 | 0.191 | 0.247 | 0.192 |
| South | 0.090 | 0.172 | 0.127 | 0.144 | 0.096 | 0.119 |
Correlation Coefficient (R)
R ≥ 0.98
0.96–0.98
0.94–0.96
0.80–0.94
< 0.80
| Section | 2013 | 2015 | 2020 | 2021 | 2022 | 2023 |
|---|---|---|---|---|---|---|
| North (Gage Roads) | 0.998 | 0.992 | 0.988 | 0.995 | 0.983 | 0.996 |
| Owen Anchorage | — | — | — | 0.990 | 0.997 | 0.998 |
| Cockburn Sound | 0.982 | 0.962 | 0.932 | 0.952 | 0.943 | 0.996 |
| South | 0.993 | 0.991 | 0.977 | 0.997 | 0.998 | 0.993 |
Bias (%)
| Section | 2013 | 2015 | 2020 | 2021 | 2022 | 2023 |
|---|---|---|---|---|---|---|
| North (Gage Roads) | -0.33 | -0.37 | +0.23 | -0.32 | -0.19 | +0.08 |
| Owen Anchorage | — | — | — | +0.26 | +0.16 | -0.01 |
| Cockburn Sound | -0.60 | -2.18 | -0.12 | +0.63 | -0.00 | -0.54 |
| South | -0.36 | -0.51 | +0.07 | +0.72 | +0.50 | -0.38 |
North (Gage Roads & Fremantle)
Assessment polygons for North (Gage Roads & Fremantle)
2013
2015
2020
2021
2022
2023
Gage Roads Southeast
Data: IMOS-SOOP-PERTH
Gage Roads Northwest
Data: IMOS-SOOP-PERTH
Cottesloe
Data: IMOS-SOOP-PERTH
Leeuwin Barracks
Data: DWER-SWANEST
Kingston
Data: IMOS-SOOP-PERTH
Southern Passage
Data: IMOS-SOOP-PERTH
Cottesloe
Data: IMOS-SOOP-PERTH
Leeuwin Barracks
Data: DWER-SWANEST
Gage Roads Southeast
Data: IMOS-SOOP-PERTH
Gage Roads Southwest
Data: IMOS-SOOP-PERTH
Fremantle Port
Data: IMOS-SOOP-PERTH
Hugell Channel
Data: IMOS-SOOP-PERTH
Kingston
Data: IMOS-SOOP-PERTH
Cottesloe
Data: IMOS-SOOP-PERTH
Leeuwin Barracks
Data: DWER-SWANEST
Gage Roads Southeast
Data: IMOS-SOOP-PERTH
Gage Roads Southwest
Data: IMOS-SOOP-PERTH
Gage Roads Midwest
Data: IMOS-SOOP-PERTH
Kingston
Data: IMOS-SOOP-PERTH
Cottesloe
Data: IMOS-SOOP-PERTH
Leeuwin Barracks
Data: DWER-SWANEST
Gage Roads Southeast
Data: IMOS-SOOP-PERTH
Gage Roads Southwest
Data: IMOS-SOOP-PERTH
Gage Roads Midwest
Data: IMOS-SOOP-PERTH
Fremantle Port
Data: WAMSI-WWMSP3-CTD; IMOS-SOOP-PERTH
Hugell Channel
Data: IMOS-SOOP-PERTH
Kingston
Data: IMOS-SOOP-PERTH
Cottesloe
Data: IMOS-SOOP-PERTH
Leeuwin Barracks
Data: DWER-SWANEST
Five Fathom Bank 1
Data: IMOS-SOOP-PERTH
Fremantle Port
Data: WAMSI-WWMSP3-CTD; DOS-SSDWP-PERTH
Kingston
Data: IMOS-SOOP-PERTH
Cottesloe
Data: IMOS-SOOP-PERTH
Owen Anchorage
Assessment polygons for Owen Anchorage
2013
2015
2020
2021
2022
2023
NO VALIDATION DATA
NO VALIDATION DATA
NO VALIDATION DATA
Parmelia Bank
Data: WAMSI-WWMSP5-WQ
Fish Rocks
Data: WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Owen Anchorage East
Data: WAMSI-WWMSP5-CTD; WAMSI-WWMSP5-SEDDEP
Owen Anchorage West
Data: WAMSI-WWMSP5-CTD; WAMSI-WWMSP5-SEDDEP
Parmelia Bank
Data: WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Success Bank
Data: WAMSI-WWMSP5-CTD
Fish Rocks
Data: WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Mewstone
Data: WAMSI-WWMSP3-CTD
Owen Anchorage West
Data: WAMSI-WWMSP3-CTD; WAMSI-WWMSP3-SEDDEP
Success Bank
Data: WAMSI-WWMSP3-CTD
Carnac Island
Data: WAMSI-WWMSP3-CTD
Garden Island North
Data: WAMSI-WWMSP3-CTD
Cockburn Sound
Assessment polygons for Cockburn Sound
2013
2015
2020
2021
2022
2023
North Basin East
Data: DWER-CSMWQ; CSMC-WQ
Mid Basin East
Data: DWER-CSMWQ
South Basin East
Data: DWER-CSMWQ; CSMC-WQ
South Basin West
Data: DWER-CSMWQ
North Basin West
Data: DWER-CSMWQ; CSMC-WQ
Mid Kwinana Shelf
Data: DWER-CSMWQ; CSMC-WQ
South Kwinana Shelf
Data: DWER-CSMWQ; CSMC-WQ; DPIRD-CRP
Henderson
Data: DWER-CSMWQ; CSMC-WQ
Mangles Bay
Data: DWER-CSMWQ; CSMC-WQ
Southern Flats
Data: DWER-CSMWQ; CSMC-WQ; DPIRD-CRP
Garden Island East
Data: DWER-CSMWQ
Garden Island West
North Basin East
Data: DWER-CSMWQ; CSMC-WQ
Mid Basin East
Data: DWER-CSMWQ
South Basin East
Data: DWER-CSMWQ; CSMC-WQ
South Basin West
Data: DWER-CSMWQ
North Basin West
Data: DWER-CSMWQ; CSMC-WQ
Mid Kwinana Shelf
Data: DWER-CSMWQ; CSMC-WQ
South Kwinana Shelf
Data: DWER-CSMWQ; CSMC-WQ; DPIRD-CRP
Henderson
Data: DWER-CSMWQ; CSMC-WQ
Mangles Bay
Data: DWER-CSMWQ; CSMC-WQ
Southern Flats
Data: DWER-CSMWQ; CSMC-WQ; DPIRD-CRP
Garden Island East
Data: DWER-CSMWQ
North Basin East
Data: DWER-CSMWQ; CSMC-WQ
Mid Basin East
Data: DWER-CSMWQ
South Basin East
Data: DWER-CSMWQ; CSMC-WQ; DWER-CSMOORING
South Basin West
Data: DWER-CSMWQ
North Basin West
Data: DWER-CSMWQ; CSMC-WQ; DWER-CSMOORING
Mid Kwinana Shelf
Data: DWER-CSMWQ; CSMC-WQ
South Kwinana Shelf
Data: DWER-CSMWQ; CSMC-WQ; DWER-CSMOORING
Henderson
Data: DWER-CSMWQ; CSMC-WQ
Mangles Bay
Data: DWER-CSMWQ; CSMC-WQ
Southern Flats
Data: DWER-CSMWQ; CSMC-WQ; DWER-CSMOORING
Garden Island East
Data: DWER-CSMWQ
North Basin East
Data: DWER-CSMWQ
Mid Basin East
Data: DWER-CSMWQ
South Basin East
Data: DWER-CSMOORING; DWER-CSMWQ
South Basin West
Data: DWER-CSMWQ
North Basin West
Data: DWER-CSMOORING; DWER-CSMWQ
Mid Kwinana Shelf
Data: DWER-CSMWQ
South Kwinana Shelf
Data: DWER-CSMOORING; WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Henderson
Data: DWER-CSMWQ; WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Mangles Bay
Data: DWER-CSMWQ; WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Southern Flats
Data: DWER-CSMOORING; DWER-CSMWQ
Garden Island East
Data: DWER-CSMWQ; DWER-CSMOORING
Minstrel Reef
Data: WAMSI-WWMSP5-WQ
North Basin East
Data: DWER-CSMWQ
Mid Basin East
Data: DWER-CSMWQ
South Basin East
Data: DWER-CSMWQ; WAMSI-WWMSP5-CTD
South Basin West
Data: DWER-CSMWQ
North Basin West
Data: DWER-CSMOORING; DWER-CSMWQ
Mid Kwinana Shelf
Data: DWER-CSMWQ; WAMSI-WWMSP5-CTD
South Kwinana Shelf
Data: DWER-CSMOORING; DWER-CSMWQ; WAMSI-WWMSP5-CTD; WAMSI-WWMSP5-SEDDEP; WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Henderson
Data: DWER-CSMWQ; WAMSI-WWMSP5-AWAC; WAMSI-WWMSP5-WQ
Southern Flats
Data: DWER-CSMOORING; DWER-CSMWQ; WAMSI-WWMSP5-CTD; WAMSI-WWMSP5-SEDDEP
Garden Island East
Data: DWER-CSMOORING; DWER-CSMWQ
Mid Basin West
Data: WAMSI-WWMSP5-AWAC
North Basin East
Data: DWER-CSMWQ
Mid Basin East
Data: DWER-CSMWQ
South Basin East
Data: DWER-CSMWQ; WAMSI-WWMSP3-CTD
South Basin West
Data: DWER-CSMWQ
North Basin West
Data: DWER-CSMWQ
Mid Kwinana Shelf
Data: DWER-CSMWQ; WAMSI-WWMSP3-CTD;WAMSI-WWMSP3-SG-PAR;WAMSI-WWMSP3-SEDDEP
South Kwinana Shelf
Data: DWER-CSMOORING; DWER-CSMWQ;WAMSI-WWMSP3-CTD;WAMSI-WWMSP3-SG-PAR;WAMSI-WWMSP3-SEDDEP
Henderson
Data: DWER-CSMWQ
Southern Flats
Data: DWER-CSMOORING; DWER-CSMWQ;WAMSI-WWMSP3-CTD;WAMSI-WWMSP3-SEDDEP
Garden Island East
Data: DWER-CSMOORING; DWER-CSMWQ
South (Warnbro, Comet Bay & Surrounds)
Assessment polygons for South (Warnbro, Comet Bay & Surrounds)
2013
2015
2020
2021
2022
2023
Shoalwater North
Data: AIMS-TEMP
Shoalwater South
Data: DWER-CSMWQ; CSMC-WQ
Warnbro Sound
Data: DWER-CSMWQ
Shoalwater North
Data: AIMS-TEMP
Shoalwater South
Data: DWER-CSMWQ; CSMC-WQ
Warnbro Sound
Data: DWER-CSMWQ
Comet Bay Northwest
Data: AIMS-TEMP
Shoalwater South
Data: DWER-CSMWQ; CSMC-WQ
Warnbro Sound
Data: DWER-CSMWQ
Shoalwater South
Data: DWER-CSMWQ
Warnbro Sound
Data: DWER-CSMWQ
Shoalwater North
Data: WAMSI-WWMSP3-CTD
Shoalwater South
Data: DWER-CSMWQ
Warnbro Sound
Data: DWER-CSMWQ
Shoalwater North
Data: WAMSI-WWMSP3-CTD
Shoalwater South
Data: DWER-CSMWQ
Warnbro Sound
Data: DWER-CSMWQ
West (Rottnest)
Assessment polygons for West (Rottnest)
2013
2015
2020
2021
2022
2023
Rottnest (IMOS NRS)
Data: IMOS-ANMN; IMOS-ANMN-CTD
Rottnest (IMOS NRS)
Data: IMOS-ANMN-ADCP; IMOS-SOOP-PERTH; IMOS-ANMN-CTD
NO VALIDATION DATA
Rottnest (IMOS NRS)
Data: IMOS-ANMN-ADCP; IMOS-ANMN-CTD
NO VALIDATION DATA
NO VALIDATION DATA
MARVL Sub-Region Aggregate Polygon Metrics
Metrics read directly from the MARVL sub-region polygon images based on all raw data. Each row corresponds to a *_Region.png validation and aggregated region data-set. Note that these metrics are for diagnostic purposes only and may be impacted by poor or erroneous data; refer to the table at the top for curated error metrics.
Mean Absolute Error (°C)
MAE ≤ 0.15
0.15–0.25
0.25–0.35
0.35–0.50
> 0.50
| Region | 2013 | 2015 | 2020 | 2021 | 2022 | 2023 |
|---|---|---|---|---|---|---|
| 0055 — OL_Region | 0.200 | 0.116 | 0.080 | 0.299 | 0.149 | 0.160 |
| 0053 — DWC_Region | 0.114 | 0.082 | 0.073 | 0.109 | 0.122 | 0.071 |
| 0054 — CU_Region | 0.083 | 0.021 | 0.020 | 0.061 | 0.058 | 0.025 |
| 0036 — GR_Region | 0.064 | — | 0.010 | 0.005 | 0.087 | 0.024 |
| 0044 — GI_NthRegion | — | — | — | — | 0.191 | 0.121 |
| 0023 — OA_Region | 0.106 | — | — | 0.041 | 0.111 | 0.165 |
| 0014 — CS_Region | 0.255 | 1.597 | 0.009 | 0.311 | 0.155 | 0.112 |
| 0059 — SW_Region | 0.112 | 0.190 | 0.027 | 0.100 | 0.134 | 0.099 |
| 0058 — Comet_Region | — | 0.247 | — | — | 0.149 | — |
| 0075 — IO_NRSROTT | 0.210 | 0.306 | 2.583 | 3.334 | 2.879 | — |
Correlation Coefficient (R)
R ≥ 0.98
0.96–0.98
0.94–0.96
0.80–0.94
< 0.80
| Region | 2013 | 2015 | 2020 | 2021 | 2022 | 2023 |
|---|---|---|---|---|---|---|
| 0055 — OL_Region | 0.998 | 0.980 | 0.994 | 0.964 | 0.976 | 0.994 |
| 0053 — DWC_Region | 1.000 | 0.992 | 0.995 | 0.992 | 0.993 | 0.996 |
| 0054 — CU_Region | 0.999 | 0.999 | 0.999 | 0.992 | 0.999 | 0.999 |
| 0036 — GR_Region | 0.999 | — | 1.000 | 1.000 | 0.991 | 1.000 |
| 0044 — GI_NthRegion | — | — | — | — | 0.994 | 0.998 |
| 0023 — OA_Region | 0.998 | — | — | 0.994 | 0.997 | 0.992 |
| 0014 — CS_Region | 0.974 | 0.651 | 0.998 | 0.875 | 0.981 | 0.995 |
| 0059 — SW_Region | 0.995 | 0.994 | 0.998 | 0.997 | 0.996 | 0.997 |
| 0058 — Comet_Region | — | 0.994 | — | — | 0.983 | — |
| 0075 — IO_NRSROTT | 0.962 | 0.925 | 0.196 | 0.190 | 0.268 | — |
Bias (%)
| Region | 2013 | 2015 | 2020 | 2021 | 2022 | 2023 |
|---|---|---|---|---|---|---|
| 0055 — OL_Region | +0.76 | -0.42 | -0.22 | -0.50 | -0.16 | -0.05 |
| 0053 — DWC_Region | -0.15 | -0.31 | -0.22 | -0.15 | -0.04 | +0.01 |
| 0054 — CU_Region | -0.15 | -0.09 | -0.05 | -0.10 | -0.17 | +0.06 |
| 0036 — GR_Region | -0.06 | — | -0.04 | +0.02 | -0.43 | +0.12 |
| 0044 — GI_NthRegion | — | — | — | — | -0.60 | +0.25 |
| 0023 — OA_Region | -0.47 | — | — | -0.20 | -0.45 | -0.74 |
| 0014 — CS_Region | -0.27 | -5.64 | -0.00 | -0.53 | -0.26 | -0.29 |
| 0059 — SW_Region | -0.21 | -0.08 | -0.01 | -0.47 | -0.38 | -0.15 |
| 0058 — Comet_Region | — | -0.64 | — | — | -0.24 | — |
| 0075 — IO_NRSROTT | -0.45 | -0.32 | -11.73 | -17.13 | -12.77 | — |
MARVL aggregate assessment polygons