Os07g0598000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to NADPH HC toxin reductase (Fragment).
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Os07g0598000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to NADPH HC toxin reductase (Fragment).
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
| deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 355.14 | 0.885 | 9.74 | 2.62 | 5 | 2.85 | -1.77 | -1.79 | 0.378 | 18.4 | 11.65 | 27 | 1.93 | -- |
| 365.2 | 0.89 | 9.75 | 2.65 | 5.02 | 2.84 | -1.03 | -- | 0.378 | 18.4 | 11.14 | 23 | 1.87 | -- |
| 361.49 | 0.886 | 9.74 | 2.62 | 4.99 | 3.01 | -- | -1.4 | 0.361 | 18.2 | 11.36 | 26 | 2.21 | -- |
| 367.75 | 0.893 | 9.74 | 2.67 | 5.03 | 2.89 | -- | -- | 0.382 | 18.4 | 10.87 | 23 | 1.8 | -- |
| 469.61 | 1.01 | 9.64 | 2.66 | -- | 4.23 | -- | -2.49 | 0.314 | -- | 116.5 | 54 | 10.1 | -- |
| 430.07 | 0.972 | 9.77 | 2.64 | 4.32 | -- | -2.42 | -- | 0.232 | 20.6 | -- | -- | -- | -- |
| 449.13 | 0.992 | 9.77 | 2.72 | 4.33 | -- | -- | -- | 0.232 | 20.6 | -- | -- | -- | -- |
| 449.87 | 0.988 | 9.65 | 2.72 | -- | 4.31 | -- | -- | 0.23 | -- | 4816 | 15 | 9.51 | -- |
| 554.97 | 1.1 | 9.81 | -- | 5 | 2.95 | -- | -- | 0.108 | 18.4 | 9.952 | 32 | 1.74 | -- |
| 1505.75 | 1.81 | 9.66 | 2.71 | -- | -- | -- | -- | 0.194 | -- | -- | -- | -- | -- |
| 644.12 | 1.19 | 9.84 | -- | 4.32 | -- | -- | -- | -0.0707 | 20.7 | -- | -- | -- | -- |
| 644.8 | 1.18 | 9.72 | -- | -- | 4.3 | -- | -- | -0.0659 | -- | 5307 | 32 | 9.61 | -- |
| 1699.04 | 1.92 | 9.73 | -- | -- | -- | -- | -- | -0.106 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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Local optima within top1000 grid-points
| rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 356.91 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 2 | 357.53 | radiation | 10.0 | 30 | < th | dose dependent | sin | 8 | NA |
| 3 | 358.12 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 18 |
| 5 | 358.52 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 23 | 6 |
| 7 | 358.55 | radiation | 1.0 | 90 | > th | dose independent | sin | 8 | NA |
| 8 | 358.75 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 8 |
| 12 | 359.15 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 12 |
| 13 | 359.32 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 9 |
| 19 | 359.64 | temperature | 20.0 | 30 | > th | dose independent | rect. | 5 | 7 |
| 20 | 359.65 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 12 |
| 24 | 359.98 | radiation | 40.0 | 270 | < th | dose independent | rect. | 13 | 10 |
| 27 | 360.29 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 16 |
| 28 | 360.45 | radiation | 1.0 | 90 | < th | dose independent | sin | 8 | NA |
| 31 | 360.76 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 16 |
| 33 | 361.01 | wind | 7.0 | 30 | < th | dose independent | rect. | 12 | 17 |
| 41 | 362.01 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 18 |
| 46 | 362.51 | radiation | 40.0 | 270 | < th | dose independent | rect. | 3 | 7 |
| 49 | 362.69 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 20 |
| 51 | 363.28 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 5 |
| 52 | 363.34 | wind | 7.0 | 10 | < th | dose independent | rect. | 5 | 7 |
| 53 | 363.44 | wind | 7.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 54 | 363.49 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 8 | 20 |
| 55 | 363.50 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 23 | 6 |
| 56 | 363.50 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 61 | 363.62 | temperature | 10.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 62 | 363.62 | temperature | 30.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 63 | 363.62 | humidity | 50.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 66 | 363.62 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 67 | 363.62 | radiation | 20.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 71 | 363.71 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 73 | 363.76 | wind | 7.0 | 270 | < th | dose independent | rect. | 9 | 19 |
| 80 | 364.17 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 11 | 18 |
| 82 | 364.24 | wind | 7.0 | 270 | < th | dose independent | rect. | 10 | 17 |
| 84 | 364.43 | wind | 9.0 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 85 | 364.52 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 18 |
| 88 | 364.73 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 17 |
| 89 | 364.73 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 17 |
| 91 | 364.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 19 |
| 92 | 364.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 19 |
| 93 | 364.86 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 96 | 364.90 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 17 |
| 98 | 364.90 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 17 |
| 105 | 365.15 | wind | 3.0 | 270 | < th | dose independent | rect. | 4 | 5 |
| 115 | 365.69 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 7 |
| 117 | 365.78 | temperature | 15.0 | 270 | > th | dose independent | rect. | 14 | 9 |
| 121 | 365.99 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 18 |
| 122 | 365.99 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 18 |
| 125 | 366.21 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 6 |
| 126 | 366.21 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 6 |
| 131 | 366.25 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 7 |
| 132 | 366.25 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 7 |
| 133 | 366.25 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 17 |
| 134 | 366.34 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 18 |
| 141 | 366.47 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 18 |
| 142 | 366.51 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 15 |
| 143 | 366.69 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 20 |
| 144 | 366.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 6 |
| 145 | 366.78 | humidity | 60.0 | 270 | > th | dose independent | rect. | 17 | 15 |
| 146 | 366.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 6 |
| 147 | 366.79 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 7 |
| 160 | 366.81 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 7 |
| 173 | 366.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 6 |
| 176 | 366.98 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 6 |
| 177 | 366.98 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 6 |
| 178 | 366.98 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 6 |
| 179 | 366.98 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 18 |
| 186 | 367.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 7 |
| 187 | 367.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 7 |
| 188 | 367.10 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 9 |
| 189 | 367.23 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 5 |
| 206 | 367.66 | wind | 7.0 | 270 | < th | dose independent | rect. | 21 | 7 |
| 213 | 367.73 | wind | 9.0 | 270 | < th | dose dependent | rect. | 21 | 7 |
| 224 | 367.88 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 21 | 7 |
| 226 | 368.01 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 12 | 17 |
| 227 | 368.04 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 7 |
| 228 | 368.04 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 7 |
| 229 | 368.04 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 7 |
| 232 | 368.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 7 |
| 233 | 368.04 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 7 |
| 239 | 368.04 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 7 |
| 254 | 368.38 | radiation | 20.0 | 270 | < th | dose independent | rect. | 4 | 5 |
| 260 | 368.47 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 15 |
| 266 | 368.76 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 15 |
| 271 | 368.95 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 12 | 17 |
| 275 | 369.06 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 276 | 369.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 8 | 9 |
| 278 | 369.20 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 15 |
| 279 | 369.20 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 15 |
| 280 | 369.22 | radiation | 40.0 | 270 | < th | dose independent | rect. | 3 | 20 |
| 282 | 369.26 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 20 |
| 286 | 369.40 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 18 |
| 298 | 369.69 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 20 |
| 299 | 369.70 | humidity | 50.0 | 270 | > th | dose independent | rect. | 14 | 9 |
| 305 | 369.78 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 23 | 7 |
| 308 | 369.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 15 |
| 309 | 370.00 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 23 | 6 |
| 318 | 370.17 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 15 |
| 332 | 370.26 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 15 |
| 333 | 370.26 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 15 |
| 340 | 370.43 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 9 |
| 341 | 370.43 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 9 |
| 342 | 370.43 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 15 |
| 343 | 370.43 | wind | 9.0 | 30 | < th | dose dependent | rect. | 12 | 17 |
| 356 | 370.58 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 22 |
| 359 | 370.68 | wind | 7.0 | 270 | < th | dose dependent | rect. | 5 | 2 |
| 362 | 370.75 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 12 | 17 |
| 366 | 370.82 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 23 | 4 |
| 375 | 371.20 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 16 |
| 378 | 371.29 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 9 |
| 379 | 371.29 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 9 |
| 386 | 371.39 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 23 | 7 |
| 388 | 371.46 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 4 |
| 390 | 371.46 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 15 |
| 392 | 371.46 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 4 |
| 397 | 371.56 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 4 | 5 |
| 399 | 371.60 | wind | 7.0 | 270 | < th | dose independent | rect. | 23 | 4 |
| 407 | 371.69 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 4 |
| 408 | 371.69 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 4 |
| 409 | 371.69 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 4 |
| 412 | 371.69 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 4 |
| 413 | 371.69 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 4 |
| 419 | 371.69 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 4 |
| 431 | 371.79 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 4 |
| 451 | 371.94 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 9 |
| 459 | 371.97 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 15 |
| 463 | 372.00 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 18 |
| 471 | 372.18 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 22 |
| 475 | 372.18 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 22 |
| 501 | 372.44 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 4 |
| 504 | 372.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 2 |
| 505 | 372.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 2 |
| 511 | 372.63 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 22 |
| 516 | 372.67 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 2 |
| 518 | 372.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 2 |
| 519 | 372.67 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 2 |
| 521 | 372.67 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 2 |
| 522 | 372.67 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 2 |
| 523 | 372.67 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 2 |
| 528 | 372.77 | radiation | 40.0 | 270 | < th | dose independent | rect. | 2 | 22 |
| 532 | 372.86 | wind | 9.0 | 10 | < th | dose dependent | rect. | 23 | 7 |
| 534 | 372.92 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 21 | 7 |
| 562 | 373.55 | humidity | 50.0 | 270 | > th | dose independent | rect. | 4 | 17 |
| 601 | 373.93 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 8 |
| 604 | 373.93 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 8 |
| 605 | 373.93 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 16 |
| 639 | 374.36 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 8 | 9 |
| 643 | 374.40 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 4 |
| 652 | 374.45 | humidity | 50.0 | 10 | > th | dose independent | rect. | 12 | 17 |
| 653 | 374.45 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 4 | 5 |
| 657 | 374.49 | humidity | 90.0 | 10 | < th | dose independent | rect. | 6 | 6 |
| 665 | 374.58 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 23 | 4 |
| 671 | 374.67 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 8 |
| 675 | 374.72 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 7 |
| 691 | 374.89 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 18 |
| 709 | 375.17 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 5 | 2 |
| 713 | 375.21 | temperature | 30.0 | 10 | < th | dose independent | rect. | 6 | 17 |
| 716 | 375.23 | wind | 9.0 | 10 | < th | dose independent | rect. | 23 | 7 |
| 717 | 375.23 | temperature | 10.0 | 10 | > th | dose independent | rect. | 23 | 7 |
| 718 | 375.23 | temperature | 30.0 | 10 | < th | dose independent | rect. | 23 | 7 |
| 719 | 375.23 | humidity | 50.0 | 10 | > th | dose independent | rect. | 23 | 7 |
| 722 | 375.23 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 23 | 7 |
| 723 | 375.23 | radiation | 20.0 | 10 | < th | dose independent | rect. | 23 | 7 |
| 726 | 375.23 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 17 |
| 728 | 375.23 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 17 |
| 744 | 375.35 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 5 | 2 |
| 766 | 375.50 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 18 |
| 782 | 375.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 20 |
| 784 | 375.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 20 |
| 823 | 375.75 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 14 | 9 |
| 825 | 375.80 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 23 | 16 |
| 845 | 375.99 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 23 | 7 |
| 851 | 376.06 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 19 |
| 870 | 376.09 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 20 |
| 875 | 376.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 15 |
| 876 | 376.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 15 |
| 878 | 376.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 7 |
| 881 | 376.14 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 7 |
| 885 | 376.14 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 24 | 7 |
| 890 | 376.14 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 24 | 7 |
| 891 | 376.14 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 24 | 7 |
| 896 | 376.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 17 |
| 909 | 376.21 | wind | 9.0 | 270 | < th | dose dependent | rect. | 10 | 17 |
| 930 | 376.38 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 18 |
| 954 | 376.55 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 17 |
| 955 | 376.55 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 17 |
| 964 | 376.67 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 17 |