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🧠 Neural Net Predictions EXPERIMENTAL

Updated 6:12 PM CT, Jul 17 · refreshes hourly

A small neural network watches the last 48 hours of 1 km radar rainfall over every square of the watershed above these gauges — plus the gauges' own recent behavior — and projects the level forward hour by hour. It was trained on 12 years of storms and validated against every year it never saw.

Based only on rain that has already fallen. If more rain falls, these numbers become the floor, not the forecast — the model re-issues every hour as new radar arrives. Experimental: trust the main dashboard and your own judgment first.

Buffalo River at Ponca — next 6 hours
Currently 56 cfs · USGS 07055660
Time Predicted (cfs)Likely range
+1 hr (7:00 PM)5554 – 56
+2 hr (8:00 PM)5454 – 56
+3 hr (9:00 PM)5452 – 56
+4 hr (10:00 PM)5351 – 55
+5 hr (11:00 PM)5250 – 54
+6 hr (12:00 AM)5149 – 53
Chance of crossing high water (800 cfs) within 6h: 0% · flood (1,600 cfs): 0%
Buffalo River near Boxley — next 4 hours
Currently 21 cfs · USGS 07055646
Time Predicted (cfs)Likely range
+1 hr (7:00 PM)2121 – 22
+2 hr (8:00 PM)2120 – 22
+3 hr (9:00 PM)2020 – 21
+4 hr (10:00 PM)2020 – 21
Chance of crossing high water (800 cfs) within 4h: 0% · flood (1,600 cfs): 0%

Predicted value is the model's median; the likely range spans its 25th–75th percentile. Boxley gets a shorter window because its smaller upstream basin gives the radar less lead time. Model: pixel-v5, running on-site — no cloud services. Want the full story — the architecture, the training, the failed experiments? Understand the math →