Using machine learning to understand the implications of meteorological conditions for fish kills.

Based on the results, the summer type fish kills can be traced back to neurons IX, VIII, and VII, having air pressure (AP) gradients from 1001.1 to 1002.4 hpa and temperature (T) gradients from 32.3 to 29.9 °C across the 7 days; a sudden drop of wind in the vertical position (WY) from 0.24 to 0.09 m/s, with a bounce back to 0.24 m/s; an increasing trend in wind in the horizontal position (WX) from −0.03 to 0.24 m/s; an intense storm from the 5th to 7th day (R) at an hourly rate of 0.35 mm/h that accumulated to a total of 192.5 mm (Fig. 3 and Table 2 ).

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On contrast, non-summer fish kills were associated with a constant northeastward direction with little change in wind direction, and a decreasing trend of WS that periodically dropped to almost zero m/s between the 3rd to the 6th days (Fig. 3 ).

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