SCAR / distant

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New data set: [woods_et_al-2023] #2

Closed CharliePlasman closed 7 months ago

CharliePlasman commented 7 months ago

Data

https://github.com/BreeWoods/Myctobase-SDMs/tree/main/gaussian

Taxonomic groups covered

Electrona antarctica, E. carlsbergi, Gymnoscopelus braueri, G. fraseri, G. nicholsi, Krefftichthys anderssoni, Protomyctophum bolini and P. tenisoni; Bathylagus sp.

Input data type

net trawls

Modelling method

boosted regression tree

Type of output

abundance

Model performance score and the measure used

mean correlation coefficient 0.49-0.69

Uncertainty type

CV

Code URL

https://github.com/BreeWoods/Myctobase-SDMs

Usage notes

To model patterns in abundance of myctophids, Myctobase (a circumpolar database of mesopelagic fishes) was used.

Primary publication

Woods B.L., Van de Putte A.P., Hindell M.A., Raymond B. et al. (2023). Species distribution models describe spatial variability in mesopelagic fish abundance in the Southern Ocean. Frontiers in Marine Science. doi: 10.3389/fmars.2022.981434

License governing the use of the data set

CC-BY 4.0

Citation

Woods B.L., Trebilco R.,Walters A. et al. (2022). Myctobase, a circumpolar database of mesopelagic fishes for new insights into deep pelagic prey fields. Nature, Scientific Data. doi: 10.1038/s41597-022-01496-y

raymondben commented 7 months ago

Added