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HH rises 1.10 dB per 0.1 m³/m³. Without the 11 dates with 5 mm of rain or more at the gauges: r 0.56. 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Measured: the mean HH backscatter of the marsh in dB on each pass, with no model and no coherence input. All four conditions and the expected direction (darker at high water) were set before any radar value of this box was read: rank correlation -0.64 (needs ≤ −0.60); the same with the time of year taken out -0.64 (needs ≤ −0.50); -12.14 dB on the five highest-water passes against -11.03 dB on the five lowest (-1.11 dB, needs ≤ −1.0); and higher grass and crop land in the same box (4.7 km², a control for rain, soil moisture, and calibration) must not follow the gauge: rank correlation +0.13 (needs to stay inside ±0.40). Water level from -1.19 to +0.47 m relative to mean higher high water. The margins are small. Not scored: HV follows the level as well (-0.67); wind and marsh backscatter -0.12. Three earlier tests at other marshes near Houston measured the share of the marsh that the open-water map calls water and did not pass: water under marsh grass rarely looks like open water. This is a different measurement on a marsh none of those tests had read. Scored once. No S-band data exists here.","status":"validated"},{"process":"Change types (LightGBM)","reference":"leave-one-site-out agreement with rule-derived weak labels","metric":"macro-F1","target":"≥ 0.70","value":0.7923089462038508,"pass":null,"gate_passed":true,"status":"gate passed (agreement with weak labels)","scope":"all sites"},{"process":"Change types (U-Net)","reference":"leave-one-site-out agreement with rule-derived weak labels","metric":"macro-F1","target":"≥ 0.70","value":0.529278357701791,"pass":null,"gate_passed":false,"status":"not shipped","scope":"all 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