Adjusting Neural Network to a Particular Problem: Neural Network-Based Empirical Biological Model for Chlorophyll Concentration in the Upper Ocean

Table 1

Neural network inputs and outputs.

Input #	Variable	Units	Input	Size
1	Year		yr	1
2	Day of the year			1
3	Day of the year			1
4	Longitude			1
5	Longitude			1
6	Latitude			1
7	Sea surface temperature [SST]	°C	SST	1
8 – 14	Argo salinity [S(z)]	PSS	sal	7
15 – 21	Argo temperature [T(z)]	°C	temp	7
22	Ocean depth at current Lat, Lon	m	depth	1
23	Sea surface height [SSH]	m	SSH	1
Total	All Inputs			23
Output #	Variable	Units	Output	Size
1	Chlorophyll-a	mg/m^3	ln(chl-a)	1
2			ln()	1