Neural Networks Technique for Filling Gaps in Satellite Measurements: Application to Ocean Color Observations

Table 1

Inputs and outputs of emulating NNs.

Input #	Variable	Units	Input	Size
1	Year		yr	1
2	Day of the year			1
3				1
4	Longitude			1
5				1
6	Latitude			1
7	Sea surface height	m	SSH	1
8	Sea surface salinity	g/kg	SSS	1
9	Sea surface temperature	°C	SST	1
10–16	Argo salinity profile	g/kg	sal	7
17–23	Argo temperature profile	°C	temp	7
Output #	Variable	Units	Output	Size
1	Chlorophyll-a concentration	mg/m^3	Chl-a	1