% ammonia emission from field-applied pig manure % Prediction of Michaelis-Menten (MM) parameters: Km and Nmax @relation ammonia_emission % 11 emission factors: 4 nominals and 7 numerics % 2 MM parameters: Km and Nmax @attribute SoilType { sandy, clay, loam } @attribute SoilpH numeric @attribute AirTemp numeric @attribute WindSpeed numeric @attribute ManuDM numeric @attribute ManuTAN numeric @attribute ManupH numeric @attribute AppMeth { BroadSpread, BandSpread, TrailingShoe, OpenSlotInj } @attribute AppRate numeric @attribute CropsType { Grass, Stubble, BareSoil, GrowCrops } @attribute MeasTech { WindTunnel, MassBalTech, EquilConc } @attribute Km numeric @attribute Nmax numeric @data % 83 instances sandy, 6.60, 12.1, 3.1, 3.9, 3.9, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 14.0476 21.1158 sandy, 6.60, 12.1, 3.4, 3.9, 3.9, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 10.2951, 24.6566 sandy, 6.60, 10.8, 3, 3.9, 3.9, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 13.7048, 38.2989 sandy, 6.60, 10.8, 3.1, 3.9, 3.9, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 17.6048, 15.8685 sandy, 6.60, 10.8, 3.2, 3.9, 3.9, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 85.4046, 35.7465 sandy, 6.60, 6.1, 2.8, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 38.7441, 21.8276 sandy, 6.60, 6.1, 3.2, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 44.447, 14.411 sandy, 6.60, 6.1, 3, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 13.541, 28.6727 sandy, 6.60, 5.1, 3, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 14.642, 5.9903 sandy, 6.60, 3.1, 2.9, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 22.894, 26.342 sandy, 6.60, 3.1, 3.2, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 18.36, 12.407 sandy, 6.60, 3.1, 3, 3.9, 2, 7.9, BroadSpread, 30, BareSoil, WindTunnel, 34.612, 17.028 loam, 6.30, 8.41, 5.78, 3.70, 3.84, 7.35, BroadSpread, 31.8, GrowCrops,MassBalTech, 1.0709, 9.0609 loam, 6.30, 8.44, 5.74, 3.30, 3.81, 7.48, BandSpread, 26.0, GrowCrops, MassBalTech, 4.6152, 9.1061 loam, 6.30, 14, 4.19, 3.50, 3.93, 7.66, BroadSpread, 30.9, GrowCrops, MassBalTech, 0.6345, 8.9278 loam, 6.30, 14.06, 4.22, 3.50, 3.57, 7.64, BandSpread, 26.5, GrowCrops, MassBalTech, 4.5452, 4.007 loam, 6.30, 11.4, 6.31, 3.10, 3.54, 7.53, BroadSpread, 30.9, GrowCrops, MassBalTech, 3.1179, 14.3668 loam, 6.30, 11.4, 6.31, 3.00, 3.33, 7.53, BandSpread, 25.5, GrowCrops, MassBalTech, 2.0601, 2.7222 loam, 6.30, 8.86, 5.17, 3.40, 3.06, 7.55, BroadSpread, 24.3, GrowCrops, MassBalTech, 2.1537, 7.9185 loam, 6.30, 8.86, 5.17, 3.20, 3.09, 7.56, BandSpread, 19.4, GrowCrops, MassBalTech, 3.3862, 10.8035 loam, 6.30, 10.81, 4.06, 3.40, 3.17, 7.76, BroadSpread, 27.5, GrowCrops, MassBalTech, 0.858, 8.019 loam, 6.30, 10.81, 4.06, 2.80, 2.70, 7.71, BandSpread, 21.6, GrowCrops, MassBalTech, 5.9765, 6.934 loam, 6.30, 10.57, 6.34, 3.40, 3.16, 7.61, BroadSpread, 24.9, GrowCrops, MassBalTech, 1.1795, 10.1761 loam, 6.30, 10.65, 6.34, 2.70, 2.60, 7.58, BandSpread, 24.2, GrowCrops, MassBalTech, 3.4592, 6.7646 loam, 6.30, 12.85, 4.31, 5.20, 1.49, 6.70, BroadSpread, 38.3, GrowCrops, MassBalTech, 1.3969, 6.872 loam, 6.30, 12.75, 4.3, 5.20, 1.49, 6.70, BandSpread, 31.3, GrowCrops, MassBalTech, 4.9294, 5.3931 loam, 6.30, 5.87, 5.52, 6.90, 3.65, 7.01, BroadSpread, 34.4, GrowCrops, MassBalTech, 2.4854, 10.5195 loam, 6.30, 5.87, 5.52, 6.90, 3.65, 7.01, BandSpread, 22.9, GrowCrops, MassBalTech, 4.646, 12.5434 loam, 6.30, 10.93, 4.91, 4.20, 3.44, 6.97, BroadSpread, 31.9, GrowCrops, MassBalTech, 2.9709, 17.9839 loam, 6.30, 10.93, 4.91, 4.20, 3.44, 6.97, BandSpread, 31.3, GrowCrops, MassBalTech, 3.7715, 9.0251 clay, 7.80, 0.85, 3.15, 1.93, 3.00, 7.52, BandSpread, 28.7, GrowCrops, MassBalTech, 34.667, 15.7477 clay, 7.65, 5.5, 4.37, 2.79, 2.80, 7.66, BandSpread, 29.9, BareSoil, MassBalTech, 0.6387, 0.6477 clay, 7.49, 9.62, 3.58, 3.56, 3.2, 7.63, BandSpread, 30.2, GrowCrops, MassBalTech, 9.2349, 13.9476 clay, 7.46, 11.65, 3.85, 3.54, 2.8, 7.66, BandSpread, 30.2, GrowCrops, MassBalTech, 16.8393, 41.901 clay, 6.91, 15.05, 2.82, 3.76, 2.6, 7.42, BandSpread, 30.9, GrowCrops, MassBalTech, 12.7922, 26.4212 clay, 7.47, 15.12, 2.85, 4.04, 2.69, 7.51, BandSpread, 31.2, GrowCrops, MassBalTech, 2.3342, 7.1244 clay, 7.69, 17.03, 2.08, 3.7, 2.4, 7.52, BandSpread, 31.1, GrowCrops, MassBalTech, 3.3067, 4.8143 clay, 7.74, 17.15, 1.88, 3.44, 2.45, 7.68, BandSpread, 31.3, GrowCrops, MassBalTech, 6.0457, 5.0164 clay, 8.00, 15.7, 1.8, 11.30, 6.31, 8.00, TrailingShoe, 7.9, Grass, MassBalTech, 7.6417, 9.8477 clay, 8.00, 15.89, 1.75, 11.30, 6.31, 8.00, TrailingShoe, 14.9, Grass, MassBalTech, 3.9209, 26.4628 clay, 8.00, 12.93, 1.8, 11.30, 6.31, 8.00, BroadSpread, 17.5, Grass, MassBalTech, 1.2856, 79.6616 clay, 8.00, 15.71, 1.8, 11.30, 6.31, 8.00, OpenSlotInj, 17.3, Grass, MassBalTech, 5.6018, 13.1718 clay, 7.80, 24, 1.88, 5.13, 3.51, 7.8, BroadSpread, 8.4, Grass, MassBalTech, 0.7413, 20.9995 clay, 7.30, 7.29, 5.11, 8.66, 5.00, 7.30, TrailingShoe, 12.0, Grass, MassBalTech, 5.3437, 9.8667 clay, 7.30, 7.29, 4.98, 8.66, 5.00, 7.30, BroadSpread, 16.3, Grass, MassBalTech, 4.7748, 84.1109 clay, 7.30, 7.3, 5.14, 8.66, 5.03, 7.3, BroadSpread, 15.2, Grass, MassBalTech, 3.0739, 88.2982 clay, 7.30, 7.34, 5.19, 8.66, 5.03, 7.3, TrailingShoe, 10.6, Grass, MassBalTech, 4.0506, 4.5371 clay, 5.14, 8.31, 0.93, 3.07, 4.02, 7.50, BroadSpread, 40.0, Grass, WindTunnel, 22.3054, 32.6484 clay, 5.14, 8.36, 1.15, 3.07, 4.02, 7.50, BroadSpread, 40.0, Grass, WindTunnel, 5.7486, 31.7882 clay, 5.14, 8.36, 1.04, 3.07, 4.02, 7.50, BroadSpread, 40.0, Grass, WindTunnel, 5.3595, 41.7146 clay, 5.88, 8.59, 1.05, 4.01, 4.14, 7.44, BroadSpread, 40.0, Grass, WindTunnel, 2.6601, 32.0409 clay, 5.88, 8.59, 1.15, 4.01, 4.14, 7.44, BroadSpread, 40.0, Grass, WindTunnel, 8.1292, 30.2258 clay, 5.88, 8.59, 1.06, 4.01, 4.14, 7.44, BroadSpread, 40.0, Grass, WindTunnel, 2.4618, 45.6592 loam, 5.71, 18.3, 0.95, 1.52, 2.00, 7.47, BroadSpread, 40.0, Grass, WindTunnel, 1.8578, 27.3655 loam, 5.71, 18.3, 0.87, 1.52, 2.00, 7.47, BroadSpread, 40.0, Grass, WindTunnel, 1.9871, 34.9743 loam, 5.71, 18.3, 1.13, 1.52, 2.00, 7.47, BroadSpread, 40.0, Grass, WindTunnel, 1.215, 29.0155 loam, 5.75, 5.05, 1.06, 1.72, 3.71, 7.38, BroadSpread, 40.0, Grass, WindTunnel, 3.8917, 17.9575 loam, 5.75, 5.05, 1.05, 1.72, 3.71, 7.38, BroadSpread, 40.0, Grass, WindTunnel, 6.252, 22.3867 loam, 5.75, 5.05, 1.17, 1.72, 3.71, 7.38, BroadSpread, 40.0, Grass, WindTunnel, 5.2988, 20.4455 loam, 5.46, 4.9, 1.04, 2.06, 3.05, 7.45, BroadSpread, 40.0, Grass, WindTunnel, 3.2736, 24.6804 loam, 5.46, 4.9, 1.24, 2.06, 3.05, 7.45, BroadSpread, 40.0, Grass, WindTunnel, 2.4136, 21.9625 loam, 5.46, 4.9, 1.14, 2.06, 3.05, 7.45, BroadSpread, 40.0, Grass, WindTunnel, 6.3397, 28.4372 clay, 7.90, 21.58, 0.50, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 3.9418, 9.0879 clay, 7.90, 21.58, 1.90, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 1.7096, 11.846 clay, 7.90, 21.58, 2.92, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 2.13, 37.4521 clay, 7.90, 21.58, 0.89, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 2.6518, 9.697 clay, 7.90, 21.58, 1.95, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 2.3345, 23.3154 clay, 7.90, 21.58, 2.93, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 2.1651, 39.8184 clay, 7.90, 21.58, 0.49, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 3.1487, 10.0045 clay, 7.90, 21.58, 4.07, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 3.4134, 50.1626 clay, 7.90, 21.58, 0.95, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 3.2055, 22.6992 clay, 7.90, 21.58, 4.01, 4.74, 3.19, 7.17, BroadSpread, 40, Stubble, WindTunnel, 2.7814, 75.8691 loam, 7.50, 17.02, 0.82, 10.50, 3.75, 7.77, OpenSlotInj, 40.0, Stubble, WindTunnel, 5.8188, 5.7739 loam, 7.50, 17.02, 0.73, 10.50, 3.75, 7.77, BroadSpread, 40.0, Stubble, WindTunnel, 5.346, 33.6179 loam, 7.50, 17.02, 0.69, 10.50, 3.75, 7.77, BroadSpread, 40.0, Stubble, WindTunnel, 5.0317, 22.5924 loam, 7.50, 27.31, 1.38, 4.36, 2.58, 7.85, BroadSpread, 58.0, Grass, EquilConc, 1.9183, 108.4234 loam, 7.50, 27.31, 1.38, 4.03, 2.56, 7.99, BroadSpread, 58.0, Grass, EquilConc, 1.511, 89.0339 loam, 7.50, 27.31, 1.38, 3.96, 2.50, 7.82, BandSpread, 58.0, Grass, EquilConc, 8.0186, 95.3378 loam, 7.60, 17.81, 0.76, 11.00, 3.70, 7.77, BandSpread, 35.0, Stubble, WindTunnel, 13.5478, 47.3145 loam, 7.60, 17.81, 0.85, 11.00, 3.70, 7.77, BandSpread, 35.0, Stubble, WindTunnel, 12.4893, 47.7803 loam, 7.60, 17.81, 0.82, 11.00, 3.70, 7.77, BandSpread, 35.0, Stubble, WindTunnel, 3.7937, 35.7853 loam, 7.60, 22.39, 0.77, 6.17, 2.49, 7.25, BroadSpread, 45.0, Stubble, WindTunnel, 1.8966, 33.735 loam, 7.60, 22.39, 0.66, 6.17, 2.49, 7.25, BandSpread, 45.0, Stubble, WindTunnel, 22.8474, 22.417