Run Name = 2005as_05b_12EUS1_metv48_camxv53a

Evaluation Dates = March to May 2005

Species = SO4

RPO = None

State = All

Site Name = All

IMPROVE

Network Site_ID lat lon Num_Obs Obs_mean Mod_meanObs_medianMod_median

IMPROVE ACAD1 44.3771 -68.2612 28 1.204 2.118 1.16495 1.57045

IMPROVE ADPI1 42.0911 -77.2098 31 2.422 3.977 1.9671 3.4356

IMPROVE AREN1 39.9231 -77.3078 31 3.987 4.603 3.7752 3.8888

IMPROVE ATLA1 33.687 -84.2904 30 4.493 5.233 3.65025 5.0666

IMPROVE BADL1 43.7435 -101.941 20 1.141 2.049 1.13375 1.64155

IMPROVE BALT1 39.2438 -76.7091 31 4.257 5.281 3.6985 4.7132

IMPROVE BAND1 35.7797 -106.266 22 0.542 0.903 0.51645 0.81825

IMPROVE BIBE1 29.3028 -103.178 28 2.014 1.881 1.2276 1.41565

IMPROVE BIRM1 33.5531 -86.8149 27 4.752 6.93 4.2875 6.1058

IMPROVE BLMO1 43.7158 -96.1913 30 1.859 2.803 1.6888 2.22775

IMPROVE BOAP1 33.8695 -106.852 30 0.731 1.016 0.74115 0.917665

IMPROVE BOND1 40.0514 -88.3719 31 3.243 4.46 2.8118 4.073

IMPROVE BOWA1 47.9464 -91.4961 31 1.265 2.03 0.8622 1.4197

IMPROVE BRET1 29.1186 -89.2065 26 4.192 4.473 4.12945 3.81945

IMPROVE BRIG1 39.465 -74.4492 31 3.491 4.527 2.9581 3.3036

IMPROVE BRMA1 44.1074 -70.7293 31 1.306 2.388 1.2827 1.7621

IMPROVE CABA1 43.8325 -70.0643 30 1.492 2.705 1.20405 2.04885

IMPROVE CACO1 41.9758 -70.0247 30 1.841 3.063 1.5419 2.51305

IMPROVE CACR1 34.4543 -94.1429 31 3.048 4.017 2.777 3.8805

IMPROVE CADI1 36.7854 -87.8504 31 4.161 4.855 3.4767 4.1621

IMPROVE CEBL1 38.7 -99.9 31 1.547 2.37 0.9676 1.5799

IMPROVE CHAS1 28.7485 -82.5549 31 3.418 4.321 2.7678 3.9069

IMPROVE CHER1 36.9333 -97.0167 30 2.834 3.979 2.4038 3.7533

IMPROVE CHIC1 41.7515 -87.7135 24 2.782 4.529 2.14515 3.3454

IMPROVE CLPE1 44.3335 -106.957 31 0.547 0.977 0.4621 0.87387

IMPROVE COHI1 42.4009 -76.6535 31 2.329 3.792 1.9789 3.3956

IMPROVE COHU1 34.7852 -84.6263 18 2.889 4.336 2.2021 4.0802

IMPROVE CRES1 41.7627 -102.434 31 0.918 1.593 0.6277 1.1386

IMPROVE DETR1 42.2286 -83.2085 23 2.831 4.707 2.1057 2.942

IMPROVE DOSO1 39.107 -79.4263 31 3.734 5.626 3.3945 5.5975

IMPROVE ELDO1 37.69 -94.035 21 2.823 3.35 2.3861 2.576

IMPROVE ELLI1 36.0852 -99.9349 23 2.136 2.486 1.6411 1.8703

IMPROVE EVER1 25.391 -80.6807 31 3.617 3.375 3.0404 2.9002

IMPROVE FOPE1 48.308 -105.102 22 1.048 1.712 0.8715 1.3737

IMPROVE FRRE1 39.7059 -79.0121 31 3.905 5.547 3.5763 4.8923

IMPROVE GRGU1 44.3082 -71.2177 31 1.245 2.237 1.0576 1.588

IMPROVE GRRI1 43.9374 -91.4052 30 2.622 3.115 1.546 2.62955

IMPROVE GRSA1 37.7249 -105.519 25 0.679 0.892 0.7078 0.82702
IMPROVE GRSM1 35.6334 -83.9417 30 4.233 5.315 3.12605 4.8559

IMPROVE GUMO1 31.833 -104.809 31 1.174 1.29 0.7327 1.0319

IMPROVE HEGL1 36.6713 -92.8781 30 3.107 3.841 2.45295 3.32385

IMPROVE HOUS1 29.6698 -95.1285 30 3.962 5.106 3.3006 4.45365

IMPROVE ISLE1 47.4607 -88.1458 23 1.629 2.982 0.9786 2.7329

IMPROVE JARI1 37.6266 -79.5125 31 4.413 5.744 3.6701 4.6366

IMPROVE LASU2 40.6933 -92.0059 27 2.731 3.465 2.0827 3.3672

IMPROVE LIGO1 35.9722 -81.9331 28 4.619 5.508 3.6564 4.47745

IMPROVE LIVO1 38.5347 -86.2608 15 5.466 6.068 5.8667 5.1153

IMPROVE LOST1 48.642 -102.402 30 1.351 1.951 0.9755 1.36665

IMPROVE LYBR1 43.1481 -73.1267 19 1.067 2.405 0.8274 1.969

IMPROVE MACA1 37.1315 -86.1477 31 4.381 5.468 3.6048 4.2703

IMPROVE MAVI1 41.3333 -70.8161 31 2.171 3.785 1.8591 2.5302

IMPROVE MELA1 48.4872 -104.476 30 1.159 1.79 0.92535 1.42675

IMPROVE MING1 36.9717 -90.1432 25 3.816 3.881 2.5733 3.4019

IMPROVE MKGO1 41.4269 -80.1445 30 3.04 4.912 2.3554 3.907

IMPROVE MOMO1 41.8214 -73.2973 31 2.14 3.127 1.9437 2.7371

IMPROVE MOOS1 45.1259 -67.2661 31 1.222 1.98 0.9632 1.7345

IMPROVE MOZI1 40.5383 -106.677 28 0.613 0.964 0.568 0.81787

IMPROVE NEBR1 41.8887 -100.339 27 1.077 1.866 0.7593 1.0574

IMPROVE NEYO1 40.8161 -73.902 31 3.406 5.31 3.0016 4.6883

IMPROVE NOAB1 44.7448 -109.382 31 0.484 0.93 0.4746 0.84835

IMPROVE NOCH1 45.6493 -106.557 31 0.687 1.369 0.5864 1.13

IMPROVE OKEF1 30.7404 -82.1284 26 3.361 4.693 2.8765 4.514

IMPROVE OLTO1 44.9335 -68.6457 30 1.667 2.118 1.474 1.59945

IMPROVE OMAH1 42.1487 -96.4317 31 1.919 2.718 1.6808 2.401

IMPROVE PITT1 40.4654 -79.9607 29 4.183 6.131 3.707 5.1634

IMPROVE PMRF1 44.5286 -72.8687 31 1.455 2.425 1.1682 2.1945

IMPROVE PRIS1 46.6963 -68.0335 31 1.093 1.917 0.9238 1.445

IMPROVE QUCI1 39.9429 -81.3378 31 4.323 5.704 3.7186 4.7548

IMPROVE QURE1 42.2988 -72.335 29 1.932 2.98 1.8675 2.8034

IMPROVE ROMA1 32.9415 -79.6572 31 4.131 5.658 3.6238 4.4703

IMPROVE ROMO1 40.2783 -105.546 31 0.736 1.012 0.6123 0.89564

IMPROVE SACR1 33.4597 -104.404 31 1.493 1.518 0.9657 1.2509

IMPROVE SAFO1 39.9789 -95.5677 30 2.636 3.359 2.17755 3.10445

IMPROVE SAMA1 30.0926 -84.1614 31 3.57 4.195 2.8504 3.4915

IMPROVE SAPE1 36.014 -106.845 23 0.611 0.871 0.5752 0.86531

IMPROVE SENE1 46.2881 -85.9461 24 1.734 2.879 1.2136 1.99405

IMPROVE SHEN1 38.5229 -78.4347 31 3.516 5.552 2.6893 5.2713

IMPROVE SHMI1 37.3039 -107.484 30 0.572 0.815 0.50405 0.780865

IMPROVE SHRO1 35.3937 -82.7743 30 3.35 4.672 2.26255 4.48715

IMPROVE SIKE1 32.058 -92.4334 31 3.236 4.2 2.9048 3.5646

IMPROVE SIPS1 34.3433 -87.3388 30 4.212 4.536 3.4979 3.5738

IMPROVE SWAN1 35.451 -76.2074 27 4.437 5.83 3.9487 5.3101

IMPROVE TALL1 38.3 -96.6 29 2.476 3.408 2.2041 2.7474

IMPROVE THBA1 44.6634 -105.287 30 0.72 1.36 0.6671 1.06165

IMPROVE THRO1 46.8948 -103.378 31 1.082 1.688 0.9382 1.1894
IMPROVE ULBE1 47.5823 -108.72 31 0.741 1.221 0.5968 0.97065

IMPROVE UPBU1 35.8259 -93.2029 31 2.984 3.939 2.0877 3.4912

IMPROVE VILA1 40.9712 -95.0439 31 2.593 3.358 2.0358 3.165

IMPROVE VOYA2 48.4126 -92.8286 30 1.274 1.912 0.95205 1.34015

IMPROVE WASH1 38.8761 -77.0343 30 4.577 5.606 3.82355 4.806

IMPROVE WEMI1 37.6594 -107.8 31 0.534 0.737 0.4596 0.67837

IMPROVE WHIT1 33.4698 -105.523 26 0.897 1.145 0.78275 0.958985

IMPROVE WHPE1 36.5855 -105.451 27 0.488 0.858 0.4515 0.82342

IMPROVE WHRI1 39.1517 -106.819 29 0.493 0.776 0.3781 0.76858

IMPROVE WICA1 43.5577 -103.484 29 0.83 1.549 0.6876 1.105

IMPROVE WIMO1 34.7315 -98.7155 27 2.688 3.73 2.4785 3.1515

CSN

Network Site_ID lat lon Num_Obs Obs_mean Mod_meanObs_medianMod_median

CSN 10050002 31.6641 -85.6062 15 3.468 4.234 2.83 4.1561

CSN 10730023 33.5528 -86.815 31 4.585 6.987 4.26 6.2081

CSN 10731009 33.4597 -87.3056 15 3.601 4.197 3.69 3.3623

CSN 10732003 33.4986 -86.9236 15 3.937 5.697 4.06 5.1071

CSN 10890014 34.6908 -86.5831 14 3.785 4.561 3.31 3.6566

CSN 10970003 30.7697 -88.0875 15 4.569 6.017 3.99 5.0568

CSN 11011002 32.4069 -86.2564 15 3.639 4.718 2.88 4.1527

CSN 11030011 34.5186 -86.9769 15 3.716 4.405 3.5 3.4534

CSN 11130001 32.4764 -84.9992 9 4.474 4.834 4.25 4.7197

CSN 50030005 33.1394 -91.95 7 3.98 4.481 3.53 3.2437

CSN 51190007 34.7561 -92.2758 11 3.509 4.181 2.81 3.0807

CSN 51450001 35.2486 -91.7153 8 2.644 4.16 1.69 2.78535

CSN 80010006 39.8281 -104.937 23 1.413 1.553 1.22 1.2965

CSN 80410011 38.8314 -104.828 15 1.12 1.158 1.18 1.02

CSN 80770017 39.0636 -108.561 15 0.927 1 0.954 1.0721

CSN 81230008 40.2092 -104.823 14 1.035 1.337 0.9735 1.23965

CSN 90090027 41.3011 -72.9028 23 2.837 3.538 3 2.4496

CSN 1E+08 39.155 -75.5181 15 3.326 4.333 3.12 4.0966

CSN 1E+08 39.7394 -75.5581 15 3.439 4.648 3.72 4.4077

CSN 1.1E+08 38.8808 -77.0325 26 4.776 5.788 4.075 5.04545

CSN 1.1E+08 38.9189 -77.0125 26 4.697 5.788 4.075 5.04545

CSN 1.2E+08 30.525 -87.2042 15 4.333 7.729 4.22 6.9117

CSN 1.21E+08 27.9657 -82.2304 30 3.626 4.042 3.04 3.80075

CSN 1.21E+08 30.4397 -84.3483 14 3.497 4.718 2.695 3.8835

CSN 1.21E+08 25.7942 -80.2061 31 3.463 3.824 2.93 3.2785

CSN 1.21E+08 27.85 -82.7146 25 3.712 4.59 3.16 4.3275

CSN 1.3E+08 32.7794 -83.6469 15 3.851 4.616 3.63 4.361

CSN 1.31E+08 33.9458 -83.3722 15 4.134 4.944 3.62 4.7138

CSN 1.31E+08 31.5243 -82.7651 15 3.23 4.509 2.71 3.7859

CSN 1.31E+08 33.6875 -84.2903 31 4.413 5.226 3.68 5.0374

CSN 1.31E+08 34.2633 -85.2725 15 4.367 4.927 3.56 4.0119

CSN 1.32E+08 32.4308 -84.9317 11 3.948 4.416 3.98 4.5073

CSN 1.32E+08 33.4333 -82.0219 15 4.329 5.63 3.71 4.1117
CSN 1.7E+08 41.9139 -87.7239 15 2.991 5.281 2.62 3.1275

CSN 1.7E+08 41.7544 -87.7139 25 2.66 5.066 2.19 3.9985

CSN 1.7E+08 42.14 -87.7992 15 2.749 4.781 2.65 2.8825

CSN 1.7E+08 41.7714 -88.1522 15 3.117 4.796 2.7 3.1373

CSN 1.71E+08 39.8669 -88.9256 14 3.557 4.694 3.115 3.8895

CSN 1.71E+08 38.9028 -90.1431 15 3.911 5.194 3.33 4.2034

CSN 1.8E+08 38.3914 -86.9292 15 5.145 6.139 3.85 4.7459

CSN 1.8E+08 41.6678 -85.9694 15 3.124 5.092 2.44 3.7268

CSN 1.81E+08 40.0117 -85.5236 14 4.355 5.353 3.83 5.0308

CSN 1.81E+08 41.6067 -87.3047 14 3.46 5.783 3.055 4.08065

CSN 1.81E+08 41.5853 -87.4744 15 3.28 7.182 2.67 5.361

CSN 1.81E+08 39.8111 -86.1145 25 4.783 6.391 4.58 6.9773

CSN 1.82E+08 38.0217 -87.5694 14 4.659 5.65 3.775 4.65325

CSN 1.91E+08 42.0083 -91.6786 15 2.366 3.838 1.95 2.9973

CSN 1.92E+08 41.6031 -93.6431 13 2.596 3.733 1.89 2.8803

CSN 1.92E+08 41.53 -90.5875 30 2.734 3.718 2.22 3.1093

CSN 2.02E+08 37.7011 -97.3139 14 2.814 4.287 2.155 3.56045

CSN 2.02E+08 39.1175 -94.6356 26 3.181 4.017 2.44 3.69525

CSN 2.1E+08 38.4592 -82.6406 15 5.101 5.494 4.75 4.6531

CSN 2.11E+08 37.7808 -87.0756 14 4.454 5.654 3.545 5.00655

CSN 2.11E+08 38.065 -84.5 14 4.386 5.851 4.49 4.7601

CSN 2.11E+08 38.2322 -85.8253 15 4.972 6.561 4.13 5.0893

CSN 2.11E+08 38.2406 -85.7317 13 4.361 6.178 3.9 4.3533

CSN 2.11E+08 39.0725 -84.525 16 5.146 6.173 4.475 4.44215

CSN 2.11E+08 37.0872 -84.0633 15 3.792 5.136 3.53 3.8716

CSN 2.11E+08 37.0656 -88.6378 13 4.597 4.756 2.9 3.3814

CSN 2.12E+08 37.2831 -83.2203 15 3.648 4.957 3.03 3.9459

CSN 2.12E+08 36.9933 -86.4183 14 4.151 5.401 3.125 4.25045

CSN 2.2E+08 32.5342 -93.7497 11 3.325 4.765 2.79 3.469

CSN 2.2E+08 30.4611 -91.1769 20 3.844 7.983 3.01 7.6521

CSN 2.4E+08 39.3108 -76.4744 25 4.548 5.434 4.45 4.985

CSN 2.4E+08 39.0553 -76.8783 12 3.452 4.574 3.74 4.4185

CSN 2.5E+08 42.1942 -72.5561 30 2.011 3.117 1.795 2.8096

CSN 2.5E+08 42.3294 -71.0828 31 2.433 3.924 2.22 3.1737

CSN 2.6E+08 42.7678 -86.1486 15 2.778 4.379 2.53 3.5251

CSN 2.61E+08 42.2781 -85.5419 15 2.844 4.57 2.23 3.0696

CSN 2.61E+08 42.9847 -85.6711 15 2.674 4.248 2.68 2.8354

CSN 2.61E+08 44.3106 -84.8919 15 2.149 3.193 1.95 2.732

CSN 2.61E+08 41.7639 -83.4719 14 2.834 5.891 2.255 3.12995

CSN 2.62E+08 42.2406 -83.5997 15 2.897 5.063 2.84 2.9932

CSN 2.62E+08 42.2283 -83.2092 29 3.29 4.602 2.62 3.2383

CSN 2.62E+08 42.3075 -83.15 12 3.337 6.806 2.91 3.7737

CSN 2.71E+08 44.9537 -93.2582 27 2.332 3.977 2 3.3415

CSN 2.71E+08 46.2053 -93.759 28 1.477 2.353 1.06 1.7665

CSN 2.71E+08 43.9947 -92.4497 14 2.192 3.265 1.66 2.2951

CSN 2.71E+08 44.9594 -93.0356 5 2.442 3.892 1.92 3.5921

CSN 2.8E+08 31.3236 -89.2872 15 4.486 5.222 4.09 5.0385
CSN 2.8E+08 33.8361 -89.7972 12 3.76 4.61 3.115 3.53495

CSN 2.8E+08 30.3901 -89.0497 25 4.287 4.856 3.92 4.5371

CSN 2.8E+08 32.2968 -90.1883 14 3.041 5.193 2.855 4.7866

CSN 2.81E+08 31.6884 -89.1351 15 4.167 5.052 3.67 5.1404

CSN 2.9E+08 39.3031 -94.3764 30 3.09 3.587 2.335 3.48885

CSN 2.91E+08 38.795 -92.9181 15 3.027 3.479 2.09 2.6389

CSN 2.91E+08 38.4378 -90.3614 31 3.678 4.056 3.23 3.7691

CSN 2.92E+08 37.8969 -90.4222 25 4.141 4.385 3.53 4.2686

CSN 2.95E+08 38.6556 -90.1983 31 3.909 4.548 3.43 4.1483

CSN 3.11E+08 41.2472 -95.9756 24 2.609 3.568 2.335 3.30045

CSN 3.3E+08 43.0006 -71.4681 13 1.929 2.613 1.81 1.9623

CSN 3.3E+08 43.0753 -70.7481 29 2 2.886 1.84 2.0602

CSN 3.4E+08 39.9228 -75.0972 25 3.61 4.86 3.3 4.1184

CSN 3.4E+08 40.4733 -74.4256 26 3.25 4.113 2.58 3.3369

CSN 3.4E+08 40.7872 -74.6775 26 2.972 3.766 2.635 3.37845

CSN 3.4E+08 40.6411 -74.2078 24 3.526 4.447 3.435 3.7274

CSN 3.5E+08 35.1353 -106.585 15 0.818 1.08 0.751 0.90804

CSN 3.6E+08 40.8659 -73.8808 31 3.526 4.538 3.09 4.0763

CSN 3.6E+08 40.8162 -73.9021 30 3.506 5.272 3.25 4.68795

CSN 3.6E+08 42.8768 -78.8099 15 3.135 4.867 2.42 3.625

CSN 3.6E+08 44.3931 -73.8589 31 1.465 2.339 1.08 2.0225

CSN 3.61E+08 43.1462 -77.5481 27 2.65 4.272 2.15 2.8838

CSN 3.61E+08 40.7205 -74.0041 31 3.67 4.697 2.85 4.1378

CSN 3.61E+08 40.7362 -73.8232 30 3.346 4.541 2.915 3.812

CSN 3.61E+08 42.0907 -77.2103 29 2.575 4.049 2.05 3.4356

CSN 3.7E+08 35.6075 -82.5833 13 3.417 5.242 3.18 3.7699

CSN 3.7E+08 35.7289 -81.3656 14 4.745 5.97 3.94 5.68735

CSN 3.71E+08 35.8144 -80.2625 15 4.527 5.783 3.95 5.5074

CSN 3.71E+08 36.1106 -80.2267 13 4.186 5.05 3.5 5.1323

CSN 3.71E+08 36.1092 -79.8011 15 4.192 5.476 3.55 5.2523

CSN 3.71E+08 35.2315 -77.5688 15 3.936 5.396 3.19 5.0164

CSN 3.71E+08 35.2403 -80.7856 31 5.032 6.481 4.08 6.4598

CSN 3.72E+08 35.5519 -80.395 15 4.499 5.901 3.44 5.2497

CSN 3.72E+08 35.8561 -78.5742 31 4.877 6.074 4.03 5.7415

CSN 3.8E+08 46.8253 -100.768 15 1.204 1.795 0.969 1.5617

CSN 3.8E+08 46.9336 -96.8546 31 1.303 2.177 1.17 1.854

CSN 3.81E+08 47.6011 -103.264 15 1.167 1.612 0.967 1.0947

CSN 3.9E+08 39.53 -84.3925 15 4.469 6.397 4.26 5.3522

CSN 3.9E+08 41.4769 -81.6819 15 3.613 7.729 3.52 4.6841

CSN 3.9E+08 41.4919 -81.6783 26 3.832 6.948 3.065 5.02575

CSN 3.9E+08 40.0878 -82.9597 15 3.857 5.673 3.72 4.0587

CSN 3.91E+08 39.1286 -84.5042 14 5.111 6.667 4.17 5.1175

CSN 3.91E+08 40.3661 -80.615 11 3.805 5.099 3.86 4.5142

CSN 3.91E+08 38.5197 -82.6656 14 5.221 6.071 4.09 5.3084

CSN 3.91E+08 41.4394 -82.1617 14 3.311 7.836 2.75 4.1952

CSN 3.91E+08 41.6206 -83.6414 15 3.035 5.695 2.85 3.3631

CSN 3.91E+08 41.0959 -80.6584 15 3.491 5.443 3.14 4.2383
CSN 3.91E+08 39.7594 -84.1444 13 4.549 5.615 3.7 4.1397

CSN 3.92E+08 40.7867 -81.3944 14 4.015 5.893 3.88 4.4274

CSN 3.92E+08 41.0881 -81.5417 9 3.49 7.27 3.77 3.9681

CSN 4E+08 36.0852 -99.9349 13 2.323 2.854 1.81 1.8703

CSN 4.01E+08 35.6128 -97.4722 15 3.15 4.109 2.69 3.7082

CSN 4.01E+08 36.2067 -95.9764 27 3.438 4.432 3.37 4.3525

CSN 4.2E+08 39.92 -77.31 13 3.448 4.06 3.93 3.8888

CSN 4.2E+08 40.4656 -79.9611 25 4.161 6.256 3.93 5.1634

CSN 4.2E+08 40.3236 -79.8683 14 4.559 6.557 4.08 5.95675

CSN 4.2E+08 40.8114 -77.877 13 2.813 4.088 2.51 4.3079

CSN 4.2E+08 39.8344 -75.7686 15 3.356 4.117 3.66 3.824

CSN 4.2E+08 40.245 -76.8447 15 3.67 4.119 3.59 4.2219

CSN 4.2E+08 39.8356 -75.3725 15 3.827 4.666 3.44 4.315

CSN 4.2E+08 42.1418 -80.0386 14 3.244 4.76 2.47 3.82335

CSN 4.21E+08 41.4428 -75.6231 13 3.007 4.066 2.89 4.2869

CSN 4.21E+08 40.0467 -76.2833 15 3.969 4.098 4.08 3.9798

CSN 4.21E+08 40.6281 -75.3411 15 3.155 3.932 3.51 3.7924

CSN 4.21E+08 40.4569 -77.1656 15 3.004 3.979 2.87 3.8293

CSN 4.21E+08 40.0089 -75.0978 31 3.253 4.574 2.88 4.0414

CSN 4.21E+08 39.9275 -75.2228 13 3.133 4.942 3 4.7315

CSN 4.21E+08 40.4453 -80.4208 14 3.596 5.169 3.855 4.3398

CSN 4.21E+08 40.3047 -79.5057 15 3.743 5.879 3.68 4.9551

CSN 4.21E+08 39.9653 -76.6994 14 3.552 4.185 3.995 4.45365

CSN 4.4E+08 41.8081 -71.4152 25 2.325 3.165 2.23 2.6318

CSN 4.5E+08 32.7908 -79.9586 31 4.22 5.7 3.67 4.5762

CSN 4.5E+08 34.6153 -80.1986 14 5.044 6.398 3.665 4.8255

CSN 4.5E+08 34.8989 -82.3131 15 4.243 5.449 3.23 4.9593

CSN 4.51E+08 33.9915 -81.0241 15 4.859 5.803 3.45 4.6656

CSN 4.61E+08 43.5417 -96.7292 15 1.778 3.314 1.66 2.3519

CSN 4.7E+08 36.1764 -86.7389 10 3.52 5.103 3.58 4.9377

CSN 4.71E+08 35.0497 -85.2978 15 4.472 5.236 3.76 4.3838

CSN 4.71E+08 36.0194 -83.8736 15 4.069 5.359 3.51 4.2524

CSN 4.71E+08 35.1161 -87.47 13 3.749 4.186 2.83 3.7109

CSN 4.72E+08 35.2067 -90.0264 30 3.882 4.535 3.025 3.34165

CSN 4.72E+08 36.5394 -82.52 15 4.373 6.217 4.42 5.0667

CSN 4.72E+08 36.2978 -86.6528 14 3.886 5.231 3.42 3.98865

CSN 4.8E+08 30.3661 -103.649 4 2.01 2.547 1.34775 0.951645

CSN 4.8E+08 29.3053 -103.177 8 1.639 1.522 1.114 1.28015

CSN 4.81E+08 32.7742 -96.7978 27 3.576 4.185 3.069 3.9647

CSN 4.81E+08 32.82 -96.86 25 3.513 4.868 2.93 3.9861

CSN 4.81E+08 32.4369 -97.025 15 3.856 5.462 3.352 3.8928

CSN 4.81E+08 31.7656 -106.455 10 1.369 1.846 0.9925 1.50585

CSN 4.81E+08 31.7583 -106.501 15 1.529 1.661 1.0778 1.4062

CSN 4.82E+08 29.2631 -94.8564 24 4.402 4.844 4.14715 3.93025

CSN 4.82E+08 29.9011 -95.3269 27 4.545 5.093 3.478 4.2398

CSN 4.82E+08 29.8025 -95.1255 25 4.579 5.263 3.5753 4.1963

CSN 4.82E+08 29.6947 -95.4942 24 4.515 4.719 3.8432 3.93355
CSN 4.82E+08 29.7678 -95.2208 12 4.689 5.777 4.0737 5.8089

CSN 4.82E+08 29.6694 -95.1281 28 4.308 5.149 4.03 4.5485

CSN 4.82E+08 32.6706 -94.1681 30 3.119 4.012 2.64465 3.35485

CSN 4.82E+08 30.6694 -104.025 13 1.239 1.671 0.8855 0.92018

CSN 4.82E+08 29.8639 -94.3178 32 3.68 4.294 3.2159 3.6246

CSN 4.83E+08 32.5692 -96.3158 14 3.892 4.54 3.4196 3.69445

CSN 4.83E+08 27.4269 -97.2986 15 3.835 3.736 4.24 3.1683

CSN 4.83E+08 33.5908 -101.848 19 1.863 2.205 1.4665 1.3974

CSN 4.83E+08 30.3531 -95.4208 24 4.387 4.824 3.49565 4.1555

CSN 4.84E+08 27.8118 -97.4656 14 3.769 4.03 4.0519 3.47435

CSN 4.84E+08 30.18 -93.8731 30 3.961 4.615 3.25225 4.06645

CSN 5E+08 44.4803 -73.2144 30 1.561 2.564 1.235 2.2565

CSN 5.11E+08 37.5583 -77.4003 25 4.858 5.975 4.02 5.6308

CSN 5.11E+08 38.6633 -78.5047 15 3.669 4.659 4.06 4.7164

CSN 5.15E+08 36.6078 -82.1644 14 4.076 5.264 4.59 4.27105

CSN 5.4E+08 38.4486 -81.6839 28 5.484 6.097 4.525 5.32695

CSN 5.4E+08 38.3681 -81.6936 15 4.995 5.549 5.27 4.991

CSN 5.41E+08 39.9178 -80.7342 15 3.953 5.76 3.88 4.1561

CSN 5.5E+08 43.435 -88.5278 30 2.45 3.411 1.865 2.41515

CSN 5.51E+08 42.5047 -87.8111 15 2.733 4.458 2.26 2.808

CSN 5.51E+08 43.0611 -87.9125 31 2.624 3.795 2 3.0334

CSN 5.51E+08 45.2039 -90.6 15 2.176 2.966 1.87 2.2941

CSN 5.51E+08 43.0203 -88.215 15 2.46 3.992 2.07 2.8375

CASTNET

Network Site_ID lat lon Num_Obs Obs_mean Mod_meanObs_medianMod_median

CASTNET ABT147 41.8402 -72.01 13 2.344 3.137 2.2007 2.8262

CASTNET ACA416 44.377 -68.261 13 1.497 2.195 1.3991 2.1704

CASTNET ALC188 30.421 -94.4045 13 3.945 4.423 3.9002 4.4628

CASTNET ALH157 38.869 -89.6228 13 3.978 4.302 3.7972 3.8712

CASTNET ANA115 42.4165 -83.902 11 3.143 4.367 3.0013 4.1381

CASTNET ARE128 39.9231 -77.3078 13 3.971 4.939 3.817 5.0094

CASTNET ASH135 46.6041 -68.4135 13 1.224 1.898 1.1979 1.9078

CASTNET BBE401 29.31 -103.177 12 2.009 1.898 1.8795 1.58625

CASTNET BEL116 39.0284 -76.8172 7 4.23 5.243 4.2904 4.6398

CASTNET BFT142 34.8848 -76.6203 13 4.639 5.424 4.997 5.7996

CASTNET BVL130 40.0519 -88.3724 13 3.842 4.492 3.6826 4.4279

CASTNET BWR139 38.445 -76.1114 13 4.358 5.475 4.7252 5.8051

CASTNET CAD150 34.1795 -93.0988 13 3.167 4.141 3.2051 4.0369

CASTNET CAT175 41.9422 -74.552 11 2.31 3.033 2.3357 2.6994

CASTNET CDR119 38.8795 -80.8477 12 4.772 5.901 4.33915 5.6439

CASTNET CDZ171 36.7841 -87.8499 13 4.588 4.959 4.38 4.3881

CASTNET CHE185 35.7507 -94.67 13 3.052 3.572 3.2327 3.2092

CASTNET CKT136 37.9214 -83.0662 13 4.746 5.591 4.5605 4.8101

CASTNET CND125 35.2632 -79.8365 13 4.619 5.86 4.6975 5.9587

CASTNET CNT169 41.3642 -106.24 12 0.637 0.904 0.56215 0.862505

CASTNET COW137 35.0608 -83.4305 11 3.59 4.534 3.2298 3.6231
CASTNET CTH110 42.4006 -76.6538 12 2.701 3.817 2.74755 3.75305

CASTNET CVL151 34.0026 -89.7989 13 3.947 4.522 4.1637 4.3812

CASTNET DCP114 39.6359 -83.2605 13 4.433 5.41 4.3558 5.21

CASTNET EGB181 44.232 -79.7812 13 2.366 3.543 2.1239 3.2316

CASTNET EGB281 44.232 -79.7812 13 2.309 3.543 1.8433 3.2316

CASTNET ESP127 36.0388 -85.7331 13 4.258 5.395 4.5385 5.2428

CASTNET EVE419 25.388 -80.683 12 4.146 3.346 4.1265 2.9633

CASTNET GAS153 33.1787 -84.4052 13 4.242 4.944 3.1227 4.5525

CASTNET GRS420 35.631 -83.942 13 4.112 5.062 3.4842 4.2531

CASTNET GTH161 38.9564 -106.986 13 0.63 0.751 0.608 0.75925

CASTNET HOW132 45.2158 -68.7082 13 1.262 2.03 1.1818 1.9584

CASTNET HOX148 44.1809 -85.739 13 2.222 3.024 1.929 2.5794

CASTNET HWF187 43.9731 -74.2232 13 1.666 2.461 1.4367 2.3041

CASTNET IRL141 27.8492 -80.4554 12 4.479 3.722 4.18725 3.2926

CASTNET KEF112 41.598 -78.7674 11 3.114 4.339 2.663 4.2702

CASTNET KNZ184 39.1021 -96.6096 13 2.636 3.24 2.8564 2.6348

CASTNET LRL117 39.9878 -79.2515 13 4.123 5.494 3.8913 5.4653

CASTNET LYE145 43.0511 -73.0614 10 1.964 2.516 2.1142 2.4566

CASTNET LYK123 40.9173 -82.9982 11 3.688 5.097 3.4311 4.8872

CASTNET MAC426 37.2806 -86.2639 13 4.248 5.531 4.3118 5.5434

CASTNET MCK131 37.7046 -85.0485 13 4.63 5.584 4.5807 5.4005

CASTNET MCK231 37.7046 -85.0485 13 4.698 5.584 4.7223 5.4005

CASTNET MKG113 41.4271 -80.1451 12 3.672 4.936 3.1971 5.04545

CASTNET OXF122 39.5327 -84.7286 13 4.221 5.442 4.0598 5.4107

CASTNET PAR107 39.0904 -79.6617 13 4.306 5.293 3.9557 4.8078

CASTNET PED108 37.1655 -78.3069 13 4.538 5.615 4.5865 5.5019

CASTNET PNF126 36.1058 -82.0454 13 3.726 4.781 3.4884 4.0165

CASTNET PRK134 45.2066 -90.5969 13 1.886 2.836 1.6831 2.4421

CASTNET PSU106 40.7208 -77.9319 13 3.719 4.813 3.27 4.716

CASTNET QAK172 39.9428 -81.3373 12 4.359 5.597 3.97045 5.51575

CASTNET ROM206 40.2781 -105.546 12 0.71 1.012 0.64115 0.913525

CASTNET ROM406 40.277 -105.545 13 0.76 1.003 0.6831 0.89276

CASTNET SAL133 40.816 -85.6611 7 3.748 4.428 2.9366 4.3693

CASTNET SHN418 38.5234 -78.4364 12 3.657 5.28 3.30115 5.0362

CASTNET SND152 34.2888 -85.9698 13 4.255 5.2 3.8658 4.8671

CASTNET SPD111 36.47 -83.8268 12 4.452 5.184 4.2987 5.06055

CASTNET STK138 42.2869 -89.9997 12 2.65 3.357 2.1367 3.155

CASTNET SUM156 30.1103 -84.9903 13 3.802 4.571 3.5243 4.0979

CASTNET THR422 46.895 -103.378 12 1.198 1.519 1.24255 1.2272

CASTNET UVL124 43.6138 -83.3591 12 2.292 4.001 2.06955 3.89185

CASTNET VIN140 38.7408 -87.4853 12 4.663 5.236 5.1198 5.2835

CASTNET VOY413 48.412 -92.829 13 1.393 2.198 1.3317 2.1227

CASTNET VPI120 37.3297 -80.5578 13 4.103 5.47 4.2169 4.8124

CASTNET WNC429 43.5833 -103.6 13 0.89 1.347 0.9623 1.1388

CASTNET WSP144 40.3125 -74.8729 13 3.475 4.244 3.2337 4.0007

CASTNET WST109 43.945 -71.7008 13 1.44 2.291 1.3923 1.9703
Coverage MB ME NMB NME NMdnB NMdnE FB FE

100 0.915 0.915 76.03 87.24 39.17 42.96 50.8 59.6

100 1.5543 1.5543 64.16 68.1 56.4 56.4 42.3 48.4

100 0.6164 0.6164 15.46 28 12.22 24.43 17.9 29.8

100 0.7402 0.7402 16.48 34.08 16.3 29.57 21.6 32.9

100 0.9089 0.9089 79.69 83.17 49.67 49.67 53.8 56.6

100 1.0234 1.0234 24.04 33.06 25.93 31.82 28.6 35.2

100 0.3611 0.3611 66.61 71.78 64.44 64.44 50.2 54

100 -0.1327 0.1327 -6.59 42.87 10.81 47.27 5.3 43.9

100 2.1778 2.1778 45.83 49.44 50.15 50.15 47.7 49.9

100 0.9441 0.9441 50.79 59.39 31.1 32.29 30.2 42.1

100 0.2852 0.2852 39.04 54.63 38.42 52.77 33.9 46.5

100 1.2171 1.2171 37.53 42.18 26.55 32.56 30.6 34.4

100 0.766 0.766 60.57 74.08 51.9 57.2 42.5 52.2

100 0.2812 0.2812 6.71 31.92 8.81 21.47 0.3 33.5

100 1.0357 1.0357 29.67 35.13 14.26 15.22 23.7 30.1

100 1.082 1.082 82.86 89.82 59.9 59.9 51.3 60.4

100 1.2128 1.2128 81.29 96.28 81.14 81.14 52.6 65.2

100 1.2214 1.2214 66.33 74.17 53.39 61.22 43.9 53.6

100 0.9691 0.9691 31.79 41.83 32.4 36.58 30.9 36.7

100 0.6941 0.6941 16.68 28.35 22.92 29.81 21.6 30.5

100 0.8228 0.8228 53.17 59.32 46.38 46.42 42.8 46.3

100 0.9029 0.9029 26.42 41.12 13.59 34.68 16.3 35.7

100 1.1454 1.1454 40.42 46.55 42.76 48.59 36.2 39.6

100 1.7471 1.7471 62.8 65.59 47.79 47.79 44.7 49.4

100 0.43 0.43 78.64 78.68 71.56 71.56 61.3 61.3

100 1.463 1.463 62.8 69.71 61.87 61.87 43.2 53.4

100 1.4473 1.4473 50.1 64.73 76.33 83.42 44.3 50.4

100 0.6757 0.6757 73.62 82.92 66.15 72.49 51.8 57.2

100 1.8763 1.8763 66.28 72.22 30.79 34.14 35.9 44.9

100 1.8925 1.8925 50.69 54.34 51.3 51.3 39.8 44.5

100 0.5278 0.5278 18.7 31.47 26.42 34.56 18.4 29.2

100 0.3501 0.3501 16.39 37.49 12.7 31.7 15.5 33.2

100 -0.2422 0.2422 -6.7 47.14 -18.03 47.08 -14.5 53

100 0.6645 0.6645 63.43 70.08 57.83 63.37 48.1 51.3

100 1.6422 1.6422 42.05 46.62 32.98 32.98 31.2 37.7

100 0.9922 0.9922 79.69 85.49 81.78 81.78 51.9 60.1

100 0.4931 0.4931 18.81 67.76 62.37 66.7 37.1 48.8

100 0.2134 0.2134 31.45 43.96 20.01 30.78 29.2 39.1
100 1.082 1.082 25.56 44.89 29.38 50.45 30.1 40.9

100 0.1154 0.1154 9.83 34.77 24.66 40.81 19.5 37.7

100 0.7339 0.7339 23.62 31.55 15.76 29.55 21.1 28

100 1.1439 1.1439 28.87 48.34 47.64 52.88 28.6 45.9

100 1.3536 1.3536 83.09 88.42 130.46 130.46 45.3 57.3

100 1.3313 1.3313 30.17 37.4 36.43 40.36 27.2 35.3

100 0.7333 0.7333 26.85 34.87 24.69 33.28 21.6 30.3

100 0.8882 0.8882 19.23 39.63 30.68 41.62 23.1 38.9

100 0.6017 0.6017 11.01 33.3 14.41 24.06 13.4 34.4

100 0.6008 0.6008 44.48 51.02 43.39 43.39 33 44.3

100 1.3379 1.3379 125.35 129.29 157.2 157.2 79.5 83.5

100 1.0874 1.0874 24.82 29.58 18.53 23.5 24.2 27.6

100 1.6136 1.6136 74.32 80.24 51.16 51.16 45.4 53.7

100 0.6309 0.6309 54.44 66.36 52.59 57.64 41.8 47.9

100 0.0651 0.0651 1.71 28.92 10.64 26.99 11.9 30

100 1.8717 1.8717 61.57 62.23 55.94 55.94 43.3 44.9

100 0.987 0.987 46.13 53.21 48.19 48.19 41.7 48.5

100 0.7576 0.7576 61.99 75.14 46.67 55.98 43.6 55.5

100 0.3514 0.3514 57.33 66.12 55.48 56.34 46.9 53.4

100 0.7893 0.7893 73.31 76.34 66.71 66.71 50.2 52.2

100 1.9032 1.9032 55.87 61.09 57.18 57.18 43.6 48.5

100 0.4455 0.4455 91.99 92.08 82.98 82.98 67.6 67.7

100 0.6827 0.6827 99.4 101.19 81.99 81.99 64.6 65.6

100 1.3323 1.3323 39.64 47.41 35.11 40.91 30 37.9

100 0.4511 0.4511 27.06 56.22 10.49 46.09 19.6 50.7

100 0.7996 0.7996 41.67 48.56 49.38 50.64 30.6 40.5

100 1.9479 1.9479 46.57 53.45 33.09 40.17 35.7 40.8

100 0.97 0.97 66.68 72.6 77.16 77.16 46.5 55.7

100 0.8241 0.8241 75.4 89.12 48.09 54.2 43 57.2

100 1.3818 1.3818 31.97 41.18 24.08 38.63 27.8 35.7

100 1.0482 1.0482 54.27 63.14 35.58 39.36 43.5 54.7

100 1.527 1.527 36.97 52.19 28.17 42.41 28.1 41.5

100 0.2756 0.2756 37.42 53.46 38.86 48.34 35.4 46.7

100 0.0247 0.0247 1.65 44.38 23.28 43.64 13.3 42.4

100 0.723 0.723 27.42 30.8 29.48 34.59 26.3 29

100 0.6245 0.6245 17.49 32.85 26.43 32.01 14.9 32.7

100 0.2599 0.2599 42.56 55.97 46.69 46.77 36.6 49

100 1.1449 1.1449 66.01 74.43 70.64 70.64 40.8 57.6

100 2.0366 2.0366 57.93 60.76 59.48 59.48 45.8 49.3

100 0.2422 0.2422 42.3 46.82 49.84 49.84 39.2 41.9

100 1.3214 1.3214 39.44 58.34 70.29 84.48 43.4 52.8

100 0.9649 0.9649 29.82 44.45 20.89 44.77 26.1 38.2

100 0.3246 0.3246 7.71 34.68 6.04 32.29 12.3 32.8

100 1.393 1.393 31.39 36.49 23.98 23.98 24.5 33

100 0.9325 0.9325 37.67 43.78 33.21 34.88 34 38.1

100 0.6396 0.6396 88.79 89.53 61.34 61.34 59.6 59.9

100 0.6059 0.6059 56.01 58.13 45.18 45.18 41.5 44.5
100 0.4804 0.4804 64.87 65.84 67.85 67.85 57.5 57.9

100 0.955 0.955 32 44.13 22.34 33.16 25.3 34.9

100 0.7646 0.7646 29.49 33.04 26.17 31.75 27.9 30.6

100 0.6373 0.6373 50.01 70.72 51.81 58.89 39.7 53.9

100 1.0289 1.0289 22.48 28.87 29.16 30.09 25.8 32.5

100 0.2032 0.2032 38.06 44.38 48.45 48.56 38 41.3

100 0.2473 0.2473 27.57 46.71 21.64 39.05 26.2 43.2

100 0.37 0.37 75.81 83.44 84.65 88.58 60 65.8

100 0.2831 0.2831 57.4 65.08 69.62 73.86 50.6 54.8

100 0.7197 0.7197 86.77 91.82 57.14 57.14 58.2 61.6

100 1.0425 1.0425 38.78 56.66 30.95 39.43 33.6 45.3

Coverage MB ME NMB NME NMdnB NMdnE FB FE

100 0.7663 0.7663 22.1 29.06 17.64 20.36 19.7 24.8

100 2.4019 2.4019 52.38 56.34 58.46 58.46 51.1 53.8

100 0.5967 0.5967 16.57 30.76 6.34 20.58 16.2 30.1

100 1.7599 1.7599 44.7 44.7 33.1 33.1 40.1 40.1

100 0.776 0.776 20.5 39.12 20.04 28.87 19.7 37.1

100 1.4476 1.4476 31.68 33.48 18.58 18.58 27.8 29.3

100 1.0786 1.0786 29.64 29.7 29.54 29.54 25.4 25.4

100 0.6888 0.6888 18.53 36.67 11.18 26.65 15.8 33.5

100 0.36 0.36 8.05 14.65 2.87 14.99 9.5 14.6

100 0.5009 0.5009 12.59 45.67 24.49 48.62 5.9 50.9

100 0.6722 0.6722 19.16 36.32 20.14 49.36 21.4 34.7

100 1.5164 1.5164 57.36 61.29 68.41 68.41 43.2 46.5

100 0.1397 0.1397 9.89 30.4 14.67 21.36 12.1 27.3

100 0.0376 0.0376 3.36 28.99 5.42 22.88 5.4 26.8

100 0.0736 0.0736 7.95 29.05 14.31 28.1 9.7 29.5

100 0.3019 0.3019 29.17 37.97 22.07 29.2 25.2 33.4

100 0.7011 0.7011 24.71 43.48 20.74 32.44 20.8 40.9

100 1.0075 1.0075 30.29 37.25 31.3 34.38 27.2 33.1

100 1.2088 1.2088 35.15 40.46 35.63 35.63 34.8 39.1

100 1.0121 1.0121 21.19 28.59 29.05 29.97 24.8 32.2

100 1.0909 1.0909 23.23 30.56 32.17 33.3 26.1 33.7

100 3.396 3.396 78.37 78.37 70.28 70.28 59.4 59.4

100 0.4156 0.4156 11.46 38.21 17.48 38.34 8.4 36.3

100 1.2212 1.2212 34.92 36.33 46.29 46.29 29.3 32.2

100 0.3618 0.3618 10.45 43.92 -4.49 43.15 2.6 41.7

100 0.8776 0.8776 23.64 42.84 27.38 40.86 23.1 37.9

100 0.7644 0.7644 19.85 29.12 20.14 27.14 21.3 28.7

100 0.8104 0.8104 19.6 33.37 23.5 27.33 21.7 30.6

100 1.2794 1.2794 39.61 41.09 39.33 39.33 29 32.1

100 0.8139 0.8139 18.44 34.53 17.45 31.04 22 32.9

100 0.5601 0.5601 12.82 26.24 18.1 21.96 13.2 23.9

100 0.4678 0.4678 11.85 16.99 2.8 8.58 12.8 15.6

100 1.3002 1.3002 30.03 40.17 33 36.77 31.2 36.9
100 2.29 2.29 76.55 77.19 53.16 53.16 54 54.6

100 2.4063 2.4063 90.48 90.49 84.49 84.49 62.4 62.4

100 2.0319 2.0319 73.91 77.78 59.38 59.38 49.7 53.4

100 1.6789 1.6789 53.87 58.62 37.23 41.12 38 44

100 1.1366 1.1366 31.95 32.29 31.93 31.93 28.9 29.3

100 1.2828 1.2828 32.8 35.21 37.93 37.93 34.7 36.2

100 0.9939 0.9939 19.32 38.47 20.12 23.92 16.9 34.3

100 1.9673 1.9673 62.97 65.58 52.74 52.74 46.1 49.2

100 0.9977 0.9977 22.91 28.16 31.59 34.3 20.7 27.1

100 2.3233 2.3233 67.15 71.31 68.67 68.67 54.4 57.9

100 3.9023 3.9023 118.97 118.97 116.58 116.58 77 77

100 1.6078 1.6078 33.62 38.43 26.18 26.39 34.8 37.3

100 0.9905 0.9905 21.26 33.73 31.32 32.03 23.2 31.7

100 1.472 1.472 62.21 62.21 61.72 61.72 50.5 50.5

100 1.1373 1.1373 43.81 43.81 58.22 58.22 35.8 35.8

100 0.9843 0.9843 36.01 41.24 35.33 39.11 28.7 34.1

100 1.4722 1.4722 52.31 54.4 61.34 61.34 46 47.6

100 0.8359 0.8359 26.28 37.94 28.97 33.86 21.4 32.9

100 0.3938 0.3938 7.72 33.09 12.93 35.25 8.5 31.9

100 1.1995 1.1995 26.93 34.65 23.33 35 25.8 31.7

100 1.4648 1.4648 33.39 47.68 19.22 32.05 22.7 35.3

100 1.5889 1.5889 31.96 38.84 24.2 28.12 28.1 34.1

100 1.8175 1.8175 41.68 51.63 28.05 33.72 31.2 39.7

100 1.0272 1.0272 19.96 40.58 15.29 22.3 12.5 29.5

100 1.3445 1.3445 35.46 54.12 23.5 33.47 21.3 38.7

100 0.1593 0.1593 3.47 23.61 16.6 28.87 14.8 27.9

100 1.3091 1.3091 35.88 44.39 27.22 33.54 23 32.9

100 1.2507 1.2507 30.13 32.21 13.68 16.23 26.7 28.4

100 1.4394 1.4394 43.29 47.49 49.09 49.09 43.3 47.3

100 4.139 4.139 107.67 107.67 122.58 122.58 75.8 75.8

100 0.8859 0.8859 19.48 32.97 18.59 28.66 23.3 34.5

100 1.1222 1.1222 32.51 42.43 42.01 42.01 31.9 41

100 1.106 1.106 54.99 65.15 38.89 48.57 41.6 52

100 1.4913 1.4913 61.3 67.01 35.62 35.62 40.1 46.3

100 1.6013 1.6013 57.64 64.56 45.8 45.8 42.9 50.1

100 1.7262 1.7262 60.7 65.32 30.6 41.31 38.8 44

100 1.5746 1.5746 58.9 63.83 37.12 37.12 40.9 45.5

100 1.0434 1.0434 48.55 53.67 44.73 44.73 37.8 41.8

100 3.057 3.057 107.85 114.6 58.88 62.76 63.5 69.1

100 2.1668 2.1668 74.8 77.82 38.86 38.86 41.1 44.1

100 1.3115 1.3115 39.86 46.4 33.94 40.53 27.4 37.6

100 3.4697 3.4697 103.99 103.99 54.55 54.55 61.4 61.4

100 1.6446 1.6446 70.52 82.03 81.4 86.22 51.8 62.6

100 0.8763 0.8763 59.34 64.23 61.81 61.81 40.2 46.1

100 1.0727 1.0727 48.94 49.83 46.33 46.33 39.7 41.1

100 1.4498 1.4498 59.37 59.37 58.05 58.05 44 44

100 0.736 0.736 16.41 38.35 10.97 15.79 15.9 30.8
100 0.8498 0.8498 22.6 33.66 34.78 36.8 15.9 30.2

100 0.5696 0.5696 13.29 40.91 6.76 20.87 15 35.6

100 2.152 2.152 70.77 70.77 38.62 38.62 44.8 44.8

100 0.885 0.885 21.24 31.13 13.18 14.94 17.4 26.5

100 0.4968 0.4968 16.07 30.03 22.13 31.77 18.4 29.6

100 0.4518 0.4518 14.92 25.34 27.03 29.02 17.7 26.5

100 0.3782 0.3782 10.28 24.15 7.1 20.76 12.8 26.9

100 0.2445 0.2445 5.9 19.69 5.48 20.92 7.9 21.2

100 0.6386 0.6386 16.34 24.91 21.4 28.22 21.5 27.7

100 0.9593 0.9593 36.77 39.23 31.4 31.4 27.3 30.3

100 0.6843 0.6843 35.47 63.5 29.01 34.27 22.4 50.1

100 0.8852 0.8852 44.25 64.5 25.55 47.04 28.1 50.4

100 1.2497 1.2497 34.62 39.01 40.68 40.68 33.1 36.6

100 0.8638 0.8638 26.58 33.47 38.28 40.95 29.1 34.7

100 0.7948 0.7948 26.75 46.88 36.03 53.81 29.6 45.7

100 0.9207 0.9207 26.11 35.16 30.91 34.26 28.4 36.7

100 0.2619 0.2619 32.01 48.57 52.1 54.47 28.4 42.4

100 1.0117 1.0117 28.69 44.31 28.29 41.47 23.1 38.6

100 1.766 1.766 50.37 59.89 48.34 48.34 38.9 48

100 1.7318 1.7318 55.24 60.35 48.72 48.72 42.1 49.2

100 0.8735 0.8735 59.62 67.33 89.87 89.87 42.6 51.8

100 1.6216 1.6216 61.19 68.98 47.19 53.66 40.1 52

100 1.0264 1.0264 27.96 44.53 40.18 45.74 25.1 39.2

100 1.195 1.195 35.71 47.19 32.09 46.75 28 39.1

100 1.473 1.473 57.19 61.57 49.83 49.83 37.7 44.5

100 1.8251 1.8251 53.41 54.15 42.35 42.35 36.3 37.4

100 1.2252 1.2252 25.82 34.72 28.35 40.75 27.3 32.8

100 1.2561 1.2561 27.75 33.37 10.77 21.78 25.6 29.9

100 0.8635 0.8635 20.63 35.94 16.43 40.97 24.6 34.5

100 1.2838 1.2838 30.62 38.65 28.21 38.85 27.9 33.8

100 1.4605 1.4605 37.11 41.97 29.82 36.29 28.9 32.1

100 1.4496 1.4496 28.81 35.68 42.38 42.38 25.9 33.6

100 1.4015 1.4015 31.15 36.1 33.77 33.77 28.9 33

100 1.1974 1.1974 24.55 37.18 30.18 30.75 24.5 34.5

100 0.5914 0.5914 49.13 57.3 46.91 48.15 36.7 44.8

100 0.8743 0.8743 67.12 76.67 49.01 50.96 42.3 54.1

100 0.4456 0.4456 38.2 53.14 32.46 34.73 29.2 41.2

100 1.9273 1.9273 43.12 57.23 38.82 43.62 34.6 45.8

100 4.1155 4.1155 113.9 119.44 36.2 36.2 45.1 50.1

100 3.1164 3.1164 81.34 91.82 41.85 56.17 35 50.5

100 1.8159 1.8159 47.08 58.75 34.1 42.26 33.8 42.1

100 1.5558 1.5558 30.44 47.56 23.68 32.88 21.5 35.7

100 1.2941 1.2941 34.02 43.84 47.48 47.48 35.1 41.5

100 0.8504 0.8504 16.29 45.35 32.48 42.7 22.5 37.8

100 4.5241 4.5241 136.62 139.61 54.85 54.85 56.1 58.5

100 2.66 2.66 87.64 93.25 43.34 43.34 47.2 52.2

100 1.9518 1.9518 55.9 59.71 20.75 20.75 33.8 36.2
100 1.0656 1.0656 23.42 44.61 29.49 33.42 19.1 38.7

100 1.8776 1.8776 46.76 57.47 20.57 24.39 27.1 34.2

100 3.7801 3.7801 108.31 112.1 19.11 19.11 40.7 43.9

100 0.5315 0.5315 22.88 46.8 6.17 44.33 14 36

100 0.9591 0.9591 30.45 45.29 50.95 52.02 27.7 36.6

100 0.9934 0.9934 28.89 40.65 32.61 34.26 29 36.7

100 0.6117 0.6117 17.74 29.5 18.21 26.01 22.1 31.1

100 2.0955 2.0955 50.36 53.15 40.81 40.81 37 40.8

100 1.9987 1.9987 43.84 63.5 31.75 40.94 32.8 41.5

100 1.2751 1.2751 45.33 45.52 45.62 45.62 35.6 35.8

100 0.7614 0.7614 22.69 30.94 13.1 23.21 23.4 30.6

100 0.4489 0.4489 12.23 26.16 7.9 13.8 16 28.1

100 0.8387 0.8387 21.91 55.33 39.77 47.88 31.4 46.5

100 1.5152 1.5152 46.7 55.27 39.37 54.33 37.2 41.9

100 1.0587 1.0587 35.21 36.37 35.46 35.46 35 35.7

100 0.1287 0.1287 3.24 34.93 17.98 27.2 11.1 36.4

100 0.7766 0.7766 24.61 31.54 29.21 29.21 27.8 33.3

100 0.9757 0.9757 32.48 38.76 39 39 32.2 36.8

100 1.3215 1.3215 40.62 44.13 48.05 48.05 42.7 45.3

100 1.8091 1.8091 57.74 58.96 64.28 64.28 51.7 52.4

100 1.5722 1.5722 43.71 48.46 20.63 20.63 30.8 34.6

100 2.1355 2.1355 57.05 69.69 29.71 37.9 39.8 46.3

100 0.6324 0.6324 17.8 35.95 14.25 20.51 29 41.5

100 0.8395 0.8395 36.11 53.46 32.63 42.29 26 43.1

100 1.4792 1.4792 35.05 51.81 28.8 42.35 25.3 40.1

100 1.3547 1.3547 26.86 30.46 40.14 40.14 21.5 24.6

100 1.2059 1.2059 28.42 33.62 39.57 39.57 25.6 29.6

100 0.9437 0.9437 19.42 23.01 25.22 31.04 20.4 23.7

100 1.5368 1.5368 86.45 91.25 30.84 30.84 39.6 47.1

100 1.5834 1.5834 44.98 45.09 34 34 35.5 35.6

100 0.7637 0.7637 17.08 29.33 16.59 24.13 17.9 28.5

100 1.2898 1.2898 31.7 42.22 21.5 30.38 24.2 32.5

100 0.4368 0.4368 11.65 15.84 5.43 15.06 12.9 16.7

100 0.6529 0.6529 16.82 30.67 20.73 31.5 17 29.6

100 1.8436 1.8436 42.16 46.07 25.03 25.03 35.7 39

100 1.3449 1.3449 34.61 37.02 31.6 31.6 30.4 32.9

100 0.5378 0.5378 26.76 49.39 10.84 40.23 8.1 37.4

100 -0.1173 0.1173 -7.16 30.42 7.35 21.77 6.8 27.5

100 0.6088 0.6088 17.03 41.34 28.68 40.27 21.1 38.7

100 1.3548 1.3548 38.57 54.05 43.89 49.56 33.3 43.9

100 1.6066 1.6066 41.67 63.82 32.06 55.43 23.2 44

100 0.4767 0.4767 34.82 36.24 40.56 40.56 34.3 35.8

100 0.1318 0.1318 8.62 16.22 10.23 23.07 12.9 21.1

100 0.4417 0.4417 10.03 37.01 9.92 25.2 4.4 35.2

100 0.5485 0.5485 12.07 31.64 19.07 32.77 12.3 32.1

100 0.684 0.684 14.94 35.02 26.85 41.22 15.6 35.8

100 0.2036 0.2036 4.51 36.73 5.98 35.04 5 37.4
100 1.0875 1.0875 23.19 33.5 30.16 38.39 24 32

100 0.8412 0.8412 19.53 47.5 31.93 39.05 17.8 44

100 0.8932 0.8932 28.64 38.74 27.86 38.79 25.3 34

100 0.4318 0.4318 34.85 58.16 28.1 45.46 30 47.6

100 0.6137 0.6137 16.68 43.95 22.35 41.64 16.2 41.2

100 0.6479 0.6479 16.65 41.16 20.57 43.72 13.6 36.4

100 -0.0995 0.0995 -2.59 44.38 -4.92 37.22 0.4 48.4

100 0.3426 0.3426 18.39 45.99 13.4 24.37 19.4 36.9

100 0.437 0.437 9.96 31.85 15.29 24.93 7.5 31.8

100 0.2605 0.2605 6.91 43.31 21.2 50.38 9.9 46.5

100 0.6536 0.6536 16.5 38.17 30.33 36.34 21.4 37

100 1.0031 1.0031 64.28 71.55 81.64 81.64 43.4 52.5

100 1.1164 1.1164 22.98 31.21 31.7 35.35 24.4 29.8

100 0.99 0.99 26.98 33.42 14.78 19.74 22.5 28.9

100 1.1877 1.1877 29.14 39.11 22.86 31.91 21.3 30.1

100 0.6128 0.6128 11.17 29.99 17.9 31.09 15 28.8

100 0.5536 0.5536 11.08 28.45 3.84 30.5 12.4 28

100 1.8064 1.8064 45.69 54.73 12.96 25.15 28.8 35.7

100 0.9604 0.9604 39.2 53.15 51.13 54.09 30.2 46.5

100 1.7253 1.7253 63.13 68.45 44.34 48.23 43.8 48.5

100 1.1711 1.1711 44.63 62.91 42.47 54.56 32.9 51.2

100 0.7899 0.7899 36.3 42.22 37.89 37.89 29.4 37.4

100 1.5325 1.5325 62.3 66.33 50.97 50.97 46.3 50.6

Coverage MB ME NMB NME NMdnB NMdnE FB FE

100 0.7929 0.7929 33.82 38.15 30.13 30.13 29.2 33

100 0.6983 0.6983 46.65 54.24 45.21 45.21 40.2 48.5

100 0.478 0.478 12.12 25.62 19.8 26.29 11.8 24.4

100 0.3241 0.3241 8.15 16.73 10.34 15.87 10.6 19

100 1.224 1.224 38.94 40.07 48.82 48.82 34.8 36.5

100 0.9678 0.9678 24.37 27.55 29.94 29.94 22.8 25.1

100 0.6742 0.6742 55.07 62.27 33.07 47.83 40.3 48.1

100 -0.1107 0.1107 -5.51 24.96 1.89 22.54 -1.3 25.2

100 1.0126 1.0126 23.94 23.94 18.86 18.86 19.4 19.4

100 0.7848 0.7848 16.92 20.81 12.34 12.34 12.9 18.5

100 0.65 0.65 16.92 23.34 19.91 22.43 18 24.6

100 1.1165 1.1165 25.62 25.62 15.85 15.85 21 21

100 0.9732 0.9732 30.72 32.4 26.54 26.54 26 27.4

100 0.7229 0.7229 31.29 39.15 27.88 27.88 26.2 34.4

100 1.1287 1.1287 23.65 23.65 28.32 28.32 23.3 23.3

100 0.371 0.371 8.09 21.12 20.82 25.51 11.6 21

100 0.5206 0.5206 17.06 22.62 8.17 10.36 15.6 20.9

100 0.8458 0.8458 17.82 21.79 26.58 26.58 17.5 20.5

100 1.2413 1.2413 26.87 28.15 25.43 25.43 24.6 25.8

100 0.2671 0.2671 41.93 48.88 41.25 47.84 35.8 39.9

100 0.9438 0.9438 26.29 28.38 25.45 25.45 25.7 28
100 1.1164 1.1164 41.34 43.26 40.03 40.03 35.2 37.2

100 0.5744 0.5744 14.55 24.9 16.52 20.2 14.3 23.6

100 0.9761 0.9761 22.02 23.44 26.34 26.34 20.4 23

100 1.1771 1.1771 49.76 52.11 56.37 56.37 42.1 45.2

100 1.2333 1.2333 53.41 54.13 64.84 64.84 45.1 46.1

100 1.1368 1.1368 26.7 31.95 27.98 27.98 24.2 28.3

100 -0.7999 0.7999 -19.29 25.14 -10.43 15.71 -22.9 29.8

100 0.7013 0.7013 16.53 19.95 25.26 25.26 18.8 21

100 0.9507 0.9507 23.12 29.46 20.63 20.77 23.5 29.1

100 0.1212 0.1212 19.26 38.06 31.85 37.81 23.5 35.8

100 0.7679 0.7679 60.86 66.21 52.03 52.03 45.7 51

100 0.8016 0.8016 36.08 40.87 41.5 41.5 29.2 37.8

100 0.7954 0.7954 47.74 53.65 60.44 60.44 39.3 44.7

100 -0.7565 0.7565 -16.89 24.28 -22.66 26.16 -18.9 28.5

100 1.2251 1.2251 39.34 40.71 49.37 49.37 35.5 36.4

100 0.604 0.604 22.91 27.13 20.83 25.21 22.1 26

100 1.3709 1.3709 33.25 33.25 35.66 35.66 29.3 29.3

100 0.552 0.552 28.11 36.08 27.22 31.43 25.1 33

100 1.4083 1.4083 38.19 41.01 44.44 44.44 30.9 35.2

100 1.2835 1.2835 30.21 34.84 25.58 25.58 26.2 29.9

100 0.9538 0.9538 20.6 25.79 23.83 24.03 20.4 24.7

100 0.8862 0.8862 18.87 24.64 22.18 22.21 18.8 23.7

100 1.2647 1.2647 34.45 36.48 44.63 44.63 30.4 33.3

100 1.2214 1.2214 28.94 31.37 33.91 33.91 25.6 27.6

100 0.9872 0.9872 22.93 22.93 21.51 21.51 21.1 21.1

100 1.0768 1.0768 23.73 26.04 26.16 26.16 23.1 24.9

100 1.0545 1.0545 28.3 29.65 29.19 29.19 26.7 28.5

100 0.9505 0.9505 50.4 51.83 54.9 54.9 36 38.7

100 1.0941 1.0941 29.42 33.75 40.6 40.6 26.4 30.3

100 1.238 1.238 28.4 29.53 32.49 32.49 25.2 27.3

100 0.3017 0.3017 42.46 50.91 37.93 44.6 35.4 40.3

100 0.2426 0.2426 31.91 41.14 27.56 29.4 28 34

100 0.6793 0.6793 18.12 25.35 28.02 32.29 19.8 24.5

100 1.6237 1.6237 44.41 44.41 34.73 34.73 35.6 35.6

100 0.9445 0.9445 22.2 24.96 27.3 27.3 22.4 24.3

100 0.732 0.732 16.44 27 15.05 22.98 14.3 25

100 0.7077 0.7077 26.71 27.85 30.83 30.83 22.9 25.3

100 0.7691 0.7691 20.23 22.04 17.09 17.09 18.9 20.4

100 0.3213 0.3213 26.83 34.91 16.11 22.05 19.9 28.5

100 1.708 1.708 74.51 74.51 84.03 84.03 52.7 52.7

100 0.5728 0.5728 12.28 17.37 7.56 10.83 13.2 18.9

100 0.8052 0.8052 57.82 58.89 75.37 75.37 43.7 45.5

100 1.3664 1.3664 33.3 34.12 26.45 26.45 28.7 29.4

100 0.4572 0.4572 51.38 53.09 31.28 31.28 38.4 39.9

100 0.7689 0.7689 22.13 25.73 24.87 24.87 19.7 23.6

100 0.8501 0.8501 59.02 59.02 53.65 53.65 45 45
COR R_Squared Stand_Dev_obs Stand_Dev_mod Coeff_of_Var_obs Coeff_of_Var_mod Index_of_Agree RMSE RMSE_systematic

0.159 0.025 0.705 1.252 0.586 0.591 0.38 1.5989 1.0412

0.809 0.654 1.365 2.618 0.563 0.658 0.7 2.2928 1.7218

0.868 0.753 2.457 2.83 0.616 0.615 0.91 1.5129 0.6164

0.744 0.554 2.883 2.534 0.642 0.484 0.84 2.0686 1.2285

0.777 0.604 0.587 1.26 0.515 0.615 0.6 1.2531 0.986

0.878 0.771 2.771 2.731 0.651 0.517 0.9 1.684 1.0874

0.159 0.025 0.212 0.284 0.392 0.315 0.39 0.4819 0.3964

0.641 0.411 1.549 1.311 0.769 0.697 0.78 1.2162 0.7089

0.864 0.746 3.17 2.984 0.667 0.431 0.82 2.6932 2.254

0.712 0.507 0.897 1.856 0.483 0.662 0.65 1.6456 1.0322

0.002 0 0.269 0.313 0.368 0.308 0.34 0.4955 0.3886

0.826 0.682 1.801 2.585 0.555 0.58 0.81 1.9103 1.2605

0.68 0.462 0.987 1.571 0.78 0.774 0.7 1.3698 0.7701

0.754 0.569 2.068 2.691 0.493 0.602 0.85 1.7574 0.2839

0.839 0.704 2.171 3.284 0.622 0.725 0.84 2.121 1.1839

0.703 0.494 0.697 1.649 0.534 0.691 0.56 1.6457 1.1735

0.467 0.218 0.961 1.773 0.644 0.655 0.5 1.9653 1.2198

0.704 0.496 1.115 2.031 0.606 0.663 0.66 1.8977 1.2599

0.747 0.558 1.84 2.02 0.604 0.503 0.81 1.6702 1.0223

0.909 0.826 2.953 2.897 0.71 0.597 0.94 1.4136 0.7625

0.793 0.629 1.275 1.821 0.824 0.768 0.8 1.3767 0.8395

0.604 0.365 1.658 2.613 0.485 0.605 0.69 2.2396 0.9063

0.834 0.696 1.747 2.243 0.616 0.564 0.82 1.6754 1.1519

0.851 0.724 1.997 3.197 0.718 0.706 0.78 2.5021 1.8845

0.358 0.128 0.303 0.335 0.554 0.343 0.51 0.5587 0.4661

0.721 0.52 1.288 2.317 0.553 0.611 0.67 2.1852 1.5105

0.581 0.338 1.932 1.92 0.669 0.443 0.66 2.2431 1.6506

0.699 0.489 0.649 1.339 0.707 0.84 0.64 1.1935 0.7323

0.745 0.555 2.184 4.435 0.771 0.942 0.68 3.619 2.1727

0.789 0.623 2.395 2.995 0.641 0.532 0.78 2.6186 1.8928

0.853 0.728 1.695 1.88 0.601 0.561 0.9 1.0968 0.5353

0.781 0.61 1.363 1.952 0.638 0.785 0.84 1.2532 0.384

0.517 0.267 1.906 2.311 0.527 0.685 0.71 2.0823 0.7409

0.797 0.635 0.763 1.285 0.728 0.751 0.74 1.0401 0.7122

0.792 0.627 2.367 3.19 0.606 0.575 0.8 2.5278 1.6498

0.691 0.477 0.694 1.382 0.557 0.618 0.6 1.4202 1.0249

0.345 0.119 3.971 1.981 1.514 0.636 0.44 3.7454 3.2689

0.212 0.045 0.305 0.378 0.449 0.424 0.46 0.4744 0.3068
0.717 0.514 3.042 2.857 0.719 0.538 0.81 2.4422 1.4582

0.864 0.746 1.052 0.886 0.896 0.687 0.92 0.5338 0.3039

0.832 0.692 2.038 2.35 0.656 0.612 0.88 1.4789 0.7383

0.598 0.358 2.035 2.261 0.514 0.443 0.71 2.2213 1.3263

0.923 0.852 1.343 2.56 0.824 0.858 0.77 1.9383 1.6813

0.851 0.724 2.678 3.058 0.607 0.532 0.87 2.0669 1.3334

0.84 0.706 1.75 2.107 0.641 0.608 0.87 1.3409 0.7335

0.79 0.624 3.336 3.262 0.722 0.592 0.87 2.2788 1.1583

0.659 0.434 2.652 2.774 0.485 0.457 0.81 2.2495 0.9983

0.858 0.736 1.01 1.699 0.748 0.87 0.82 1.1364 0.7444

0.734 0.539 0.741 1.374 0.695 0.571 0.58 1.6379 1.363

0.845 0.714 2.576 3.09 0.588 0.565 0.87 1.9566 1.0879

0.78 0.608 1.272 2.961 0.586 0.782 0.63 2.6394 1.9093

0.708 0.501 0.842 1.39 0.726 0.777 0.71 1.162 0.6461

0.86 0.74 3.065 2.416 0.803 0.623 0.91 1.5476 0.9688

0.836 0.699 2.198 3.278 0.723 0.667 0.78 2.6308 1.9458

0.784 0.615 1.285 1.652 0.601 0.528 0.78 1.4119 0.9871

0.42 0.176 0.713 1.094 0.583 0.553 0.55 1.2606 0.7973

0.388 0.151 0.311 0.46 0.508 0.477 0.5 0.5602 0.3749

0.831 0.691 0.84 1.665 0.78 0.892 0.72 1.317 0.9521

0.804 0.646 1.786 3.083 0.524 0.581 0.71 2.7097 2.021

0.418 0.175 0.279 0.342 0.575 0.368 0.49 0.5564 0.465

0.332 0.11 0.397 0.929 0.578 0.678 0.35 1.103 0.6882

0.742 0.551 1.53 2.421 0.455 0.516 0.73 2.0916 1.3579

0.437 0.191 0.987 1.241 0.592 0.586 0.64 1.2641 0.6282

0.888 0.789 1.08 1.668 0.563 0.614 0.83 1.1682 0.891

0.73 0.533 2.629 3.732 0.628 0.609 0.74 3.1755 1.9502

0.684 0.468 0.826 1.319 0.568 0.544 0.66 1.3576 0.9728

0.315 0.099 0.485 1.185 0.444 0.618 0.39 1.3837 0.8313

0.735 0.54 2.605 3.206 0.603 0.562 0.79 2.5592 1.4034

0.769 0.591 1.139 1.824 0.59 0.612 0.72 1.5738 1.0798

0.61 0.372 2.096 3.08 0.507 0.544 0.69 2.8532 1.5418

0.465 0.216 0.44 0.574 0.597 0.568 0.6 0.596 0.3239

0.687 0.472 1.345 1.068 0.901 0.704 0.81 0.9717 0.6012

0.903 0.815 1.523 1.723 0.578 0.513 0.9 1.027 0.7237

0.762 0.581 2.159 2.492 0.605 0.594 0.85 1.7263 0.6753

0.346 0.12 0.288 0.33 0.471 0.379 0.58 0.4336 0.3105

0.922 0.85 1.737 2.825 1.001 0.981 0.85 1.7824 1.426

0.738 0.545 2.217 3.013 0.631 0.543 0.74 2.8548 2.0366

0.631 0.398 0.266 0.236 0.465 0.29 0.66 0.3233 0.2683

0.666 0.444 2.67 2.472 0.797 0.529 0.76 2.4594 1.6615

0.768 0.59 1.864 2.53 0.576 0.602 0.81 1.8644 0.968

0.751 0.564 2.924 2.422 0.694 0.534 0.86 1.9392 1.1348

0.783 0.613 2.249 2.913 0.507 0.5 0.8 2.2592 1.3933

0.838 0.702 1.542 2.024 0.623 0.594 0.83 1.4389 0.9448

0.561 0.315 0.406 0.889 0.564 0.654 0.52 0.9702 0.646

0.896 0.803 0.773 1.411 0.714 0.836 0.8 0.99 0.775
0.766 0.587 0.508 0.638 0.687 0.522 0.73 0.6275 0.4808

0.673 0.453 1.859 2.511 0.623 0.637 0.76 2.0672 0.9693

0.897 0.805 1.523 1.68 0.587 0.5 0.89 1.0572 0.7647

0.653 0.426 1.125 1.509 0.883 0.789 0.73 1.2992 0.652

0.928 0.861 3.038 3.074 0.664 0.548 0.93 1.5383 1.0452

0.643 0.413 0.271 0.212 0.508 0.287 0.69 0.2906 0.2428

0.732 0.536 0.574 0.727 0.639 0.635 0.82 0.5465 0.2507

0.318 0.101 0.263 0.273 0.54 0.319 0.5 0.4812 0.4084

0.395 0.156 0.274 0.228 0.556 0.294 0.56 0.3941 0.3361

0.63 0.397 0.524 1.122 0.632 0.724 0.56 1.1328 0.742

0.706 0.498 1.791 2.592 0.666 0.695 0.76 2.0807 1.0432

COR R_Squared Stand_Dev_obs Stand_Dev_mod Coeff_of_Var_obs Coeff_of_Var_mod Index_of_Agree RMSE RMSE_systematic

0.786 0.618 1.575 2.051 0.454 0.484 0.83 1.4461 0.7671

0.816 0.666 2.929 2.813 0.639 0.403 0.77 2.9512 2.481

0.683 0.466 1.848 1.979 0.513 0.472 0.81 1.5927 0.7657

0.812 0.659 2.028 2.202 0.515 0.386 0.77 2.1666 1.7752

0.664 0.441 2.373 2.454 0.627 0.538 0.8 2.0602 1.0569

0.836 0.699 2.278 3.242 0.498 0.539 0.82 2.2866 1.5064

0.931 0.867 1.663 2.083 0.457 0.442 0.88 1.3319 1.1111

0.635 0.403 2.012 2.297 0.541 0.522 0.78 1.9241 0.8721

0.903 0.815 1.906 1.679 0.426 0.347 0.94 0.8532 0.5145

0.79 0.624 2.294 3.35 0.576 0.748 0.85 1.9946 0.5975

0.802 0.643 2.232 2.551 0.636 0.61 0.87 1.6094 0.6951

0.859 0.738 1.975 3.099 0.747 0.745 0.8 2.2162 1.647

0.603 0.364 0.716 0.794 0.507 0.511 0.75 0.6761 0.271

0.583 0.34 0.488 0.431 0.435 0.373 0.75 0.4101 0.2313

0.395 0.156 0.295 0.235 0.318 0.235 0.6 0.2947 0.2086

0.528 0.279 0.483 0.61 0.467 0.456 0.68 0.6037 0.3394

0.815 0.664 1.468 2.496 0.517 0.706 0.81 1.6742 0.8929

0.838 0.702 1.525 1.974 0.459 0.455 0.82 1.4531 1.0152

0.661 0.437 1.676 1.627 0.487 0.35 0.73 1.7862 1.3412

0.921 0.848 3.15 3.152 0.66 0.545 0.93 1.5885 1.0404

0.92 0.846 3.052 3.152 0.65 0.545 0.93 1.6381 1.1011

0.707 0.5 1.891 2.861 0.436 0.37 0.53 3.9208 3.3984

0.635 0.403 1.885 2.213 0.52 0.548 0.77 1.7956 0.6291

0.945 0.893 1.737 2.32 0.497 0.492 0.87 1.4907 1.2975

0.619 0.383 1.713 2.491 0.495 0.651 0.75 1.9645 0.3988

0.588 0.346 1.929 2.263 0.52 0.493 0.71 2.0812 1.0559

0.808 0.653 1.878 1.75 0.488 0.379 0.85 1.3333 0.8861

0.743 0.552 2.289 2.143 0.554 0.433 0.83 1.7398 1.0529

0.888 0.789 1.472 2.404 0.456 0.533 0.8 1.7846 1.431

0.743 0.552 2.65 2.492 0.6 0.477 0.83 1.9928 1.1311

0.793 0.629 2.216 2.194 0.507 0.445 0.87 1.4822 0.7256

0.892 0.796 1.91 1.768 0.484 0.4 0.93 0.9484 0.5651

0.7 0.49 2.635 2.531 0.609 0.45 0.77 2.3325 1.5453
0.867 0.752 2.062 3.665 0.689 0.694 0.72 3.0855 2.5308

0.836 0.699 1.834 3.192 0.69 0.63 0.69 3.0673 2.5409

0.849 0.721 1.746 3.485 0.635 0.729 0.69 2.9433 2.3464

0.868 0.753 2.114 3.645 0.678 0.76 0.78 2.6278 1.9612

0.954 0.91 1.924 2.411 0.541 0.514 0.9 1.3815 1.1929

0.907 0.823 2.404 2.254 0.615 0.434 0.88 1.6149 1.329

0.509 0.259 2.709 3.215 0.527 0.524 0.69 3.0351 1.4361

0.789 0.623 1.854 3.227 0.593 0.634 0.7 2.8259 2.0779

0.926 0.857 2.131 2.583 0.489 0.483 0.91 1.3917 1.0292

0.8 0.64 2.209 3.258 0.638 0.563 0.71 3.016 2.3546

0.863 0.745 2.009 3.541 0.612 0.493 0.58 4.3855 4.0316

0.825 0.681 2.863 3.064 0.599 0.479 0.84 2.3588 1.6408

0.741 0.549 2.497 2.304 0.536 0.408 0.82 1.9455 1.2491

0.933 0.87 1.734 2.301 0.733 0.599 0.83 1.7217 1.5252

0.953 0.908 1.789 2.461 0.689 0.659 0.88 1.4469 1.2567

0.779 0.607 1.604 2.245 0.587 0.604 0.79 1.7051 0.9945

0.875 0.766 1.92 2.616 0.682 0.61 0.82 1.9458 1.5144

0.566 0.32 1.578 2.175 0.496 0.541 0.69 1.9754 0.9024

0.69 0.476 2.386 2.746 0.468 0.5 0.82 2.0155 0.6164

0.689 0.475 2.457 2.717 0.552 0.481 0.77 2.3133 1.325

0.483 0.233 1.828 3.592 0.417 0.614 0.51 3.368 1.4676

0.539 0.291 2.5 2.911 0.503 0.444 0.67 2.9908 1.8257

0.521 0.271 2.066 3.198 0.474 0.518 0.57 3.2138 1.8576

0.489 0.239 2.474 3.982 0.481 0.645 0.59 3.5523 1.146

0.46 0.212 1.579 3.314 0.416 0.645 0.49 3.1453 1.3455

0.931 0.867 3.738 2.826 0.813 0.594 0.94 1.4631 1.0755

0.754 0.569 1.465 3.087 0.401 0.623 0.68 2.4987 1.5528

0.802 0.643 2.237 2.888 0.539 0.535 0.83 2.0808 1.2531

0.86 0.74 2.155 2.606 0.648 0.547 0.83 1.92 1.4418

0.854 0.729 2.223 3.36 0.578 0.421 0.6 4.5197 4.1868

0.857 0.734 2.832 3.21 0.623 0.591 0.9 1.8482 0.8895

0.741 0.549 1.528 1.643 0.443 0.359 0.76 1.5702 1.1612

0.665 0.442 1.067 1.783 0.53 0.572 0.65 1.718 1.1121

0.629 0.396 1.163 2.194 0.478 0.559 0.59 2.2547 1.5065

0.68 0.462 1.52 2.552 0.547 0.583 0.65 2.4245 1.6147

0.673 0.453 1.507 3.111 0.53 0.681 0.61 2.8701 1.8173

0.695 0.483 1.291 2.579 0.483 0.607 0.6 2.434 1.6473

0.875 0.766 1.322 2.061 0.615 0.646 0.8 1.4941 1.1427

0.607 0.368 1.958 5.131 0.691 0.871 0.48 5.1021 3.2536

0.818 0.669 1.53 4.269 0.528 0.843 0.59 3.7303 2.8789

0.815 0.664 2.256 3.57 0.686 0.776 0.81 2.5039 1.4601

0.7 0.49 2.372 5.48 0.711 0.805 0.56 5.2966 3.7412

0.644 0.415 1.502 2.242 0.644 0.564 0.65 2.3537 1.6456

0.864 0.746 0.898 1.688 0.608 0.717 0.75 1.3291 1.0352

0.952 0.906 1.535 2.345 0.7 0.718 0.86 1.4434 1.2656

0.93 0.865 1.301 2.221 0.533 0.571 0.75 1.7616 1.6031

0.668 0.446 2.641 3.391 0.589 0.649 0.78 2.5735 0.821
0.854 0.729 1.768 2.524 0.47 0.547 0.86 1.5611 0.9276

0.425 0.181 2.753 2.724 0.642 0.561 0.66 2.9326 1.6627

0.622 0.387 1.282 3.097 0.422 0.596 0.5 3.2364 2.24

0.796 0.634 2.145 3.091 0.515 0.612 0.84 2.0343 0.9363

0.759 0.576 1.729 1.694 0.56 0.472 0.85 1.2691 0.6606

0.911 0.83 1.934 1.934 0.639 0.556 0.94 0.9079 0.4812

0.873 0.762 2.114 2.129 0.575 0.525 0.93 1.1165 0.4537

0.908 0.824 2.497 2.406 0.603 0.549 0.95 1.0651 0.392

0.89 0.792 2.254 2.049 0.577 0.45 0.92 1.1977 0.7669

0.85 0.722 1.333 1.93 0.511 0.541 0.81 1.4149 1.0052

0.168 0.028 0.755 1.601 0.391 0.613 0.32 1.7278 0.8283

0.439 0.193 0.926 1.766 0.463 0.612 0.53 1.7993 0.8976

0.904 0.817 2.263 3.028 0.627 0.623 0.88 1.8394 1.3337

0.908 0.824 2.136 2.405 0.657 0.585 0.91 1.3149 0.8651

0.747 0.558 1.92 2.181 0.646 0.579 0.82 1.6529 0.8444

0.855 0.731 2.188 2.423 0.621 0.545 0.88 1.5412 0.9279

0.516 0.266 0.32 0.44 0.391 0.407 0.63 0.4573 0.2768

0.764 0.584 1.818 2.83 0.516 0.624 0.78 2.0906 1.0664

0.709 0.503 1.713 3.128 0.489 0.593 0.66 2.841 1.8345

0.684 0.468 1.904 2.968 0.607 0.61 0.68 2.7183 1.7361

0.676 0.457 0.823 1.269 0.562 0.543 0.67 1.2693 0.8742

0.757 0.573 1.707 2.876 0.644 0.673 0.71 2.4989 1.6861

0.76 0.578 2.1 2.785 0.572 0.593 0.81 2.0553 1.0265

0.824 0.679 1.786 2.969 0.534 0.654 0.79 2.1409 1.3603

0.829 0.687 1.411 2.674 0.548 0.66 0.72 2.2259 1.6726

0.799 0.638 1.702 2.964 0.498 0.565 0.7 2.5827 1.934

0.844 0.712 3.284 3.012 0.692 0.505 0.88 2.1079 1.4192

0.761 0.579 2.051 2.508 0.453 0.434 0.8 2.0176 1.2636

0.641 0.411 2.097 1.532 0.501 0.303 0.75 1.7805 1.376

0.703 0.494 1.907 2.268 0.455 0.414 0.76 2.0412 1.3186

0.774 0.599 2.139 2.753 0.543 0.51 0.79 2.2304 1.4605

0.85 0.722 2.649 3.108 0.526 0.48 0.86 2.1681 1.4496

0.865 0.748 2.287 2.716 0.508 0.46 0.85 1.9237 1.4029

0.698 0.487 2.812 2.769 0.577 0.456 0.8 2.4479 1.4776

0.477 0.228 0.544 0.87 0.452 0.484 0.56 0.9545 0.6045

0.641 0.411 0.641 1.277 0.492 0.586 0.59 1.3129 0.8916

0.843 0.711 0.903 1.67 0.774 1.036 0.8 1.0898 0.6608

0.444 0.197 2.384 3.397 0.533 0.531 0.54 3.6168 2.105

0.308 0.095 1.574 8.078 0.436 1.045 0.17 8.5341 4.2097

0.302 0.091 2.115 6.559 0.552 0.944 0.31 6.8794 3.1192

0.579 0.335 2.037 3.206 0.528 0.565 0.6 3.1147 1.8241

0.509 0.259 2.381 3.947 0.466 0.592 0.58 3.6423 1.5965

0.701 0.491 1.848 1.704 0.486 0.334 0.72 1.845 1.4362

0.396 0.157 3.528 2.853 0.676 0.47 0.56 3.528 2.4642

0.335 0.112 1.593 7.603 0.481 0.97 0.21 8.3043 4.6166

0.637 0.406 1.731 4.831 0.57 0.848 0.49 4.6594 2.9615

0.3 0.09 1.647 3.936 0.472 0.723 0.34 4.1436 2.0032
0.604 0.365 2.379 3.409 0.523 0.607 0.7 2.8353 1.1089

0.258 0.067 1.784 4.056 0.444 0.688 0.33 4.2772 2.0077

0.313 0.098 1.224 6.819 0.351 0.938 0.21 7.2324 3.8765

0.84 0.706 1.543 2.604 0.664 0.912 0.84 1.5838 0.8161

0.774 0.599 2.129 2.427 0.676 0.591 0.84 1.7841 0.9892

0.783 0.613 1.914 2.119 0.557 0.478 0.82 1.6513 1.0247

0.755 0.57 1.71 1.488 0.496 0.366 0.83 1.2534 0.8318

0.803 0.645 2.571 3.921 0.618 0.627 0.76 3.1561 2.1701

0.218 0.048 2.826 3.657 0.62 0.558 0.38 4.4328 2.7963

0.803 0.645 1.307 1.746 0.465 0.427 0.76 1.6233 1.2784

0.789 0.623 1.572 1.698 0.468 0.412 0.84 1.2838 0.7941

0.699 0.489 1.806 1.538 0.492 0.373 0.81 1.3525 0.8369

0.397 0.158 3.182 1.923 0.831 0.412 0.55 3.011 2.482

0.636 0.404 1.883 2.687 0.581 0.564 0.68 2.5135 1.5246

0.788 0.621 1.314 1.089 0.437 0.268 0.74 1.3146 1.146

0.583 0.34 2.201 1.548 0.554 0.378 0.73 1.7514 1.2613

0.826 0.682 1.594 1.463 0.505 0.372 0.84 1.1735 0.8614

0.751 0.564 1.586 1.617 0.528 0.406 0.79 1.4638 1.0395

0.914 0.835 2.189 2.784 0.673 0.609 0.88 1.762 1.367

0.869 0.755 1.787 1.968 0.57 0.398 0.75 2.0383 1.8107

0.446 0.199 1.44 3.236 0.401 0.626 0.45 3.2035 1.5722

0.346 0.12 2.079 3.273 0.555 0.557 0.45 3.7684 2.3231

0.661 0.437 2.16 1.551 0.608 0.371 0.76 1.6888 1.2625

0.688 0.473 1.143 1.909 0.492 0.603 0.7 1.6054 0.8559

0.603 0.364 2.054 3.256 0.487 0.571 0.68 2.9539 1.482

0.952 0.906 2.932 3.93 0.581 0.614 0.92 1.944 1.5638

0.831 0.691 2.286 2.74 0.539 0.503 0.86 1.9029 1.2059

0.953 0.908 2.966 3.148 0.61 0.543 0.95 1.3219 0.9442

0.5 0.25 0.965 2.995 0.543 0.904 0.38 2.9843 1.6202

0.79 0.624 1.422 2.1 0.404 0.412 0.68 2.012 1.5994

0.831 0.691 2.535 2.702 0.567 0.516 0.89 1.6639 0.8132

0.598 0.358 1.787 2.789 0.439 0.52 0.65 2.517 1.2948

0.96 0.922 2.345 2.26 0.626 0.54 0.97 0.7662 0.4682

0.85 0.722 2.528 2.851 0.651 0.629 0.9 1.6196 0.6611

0.72 0.518 1.831 2.623 0.419 0.422 0.67 2.5492 1.8445

0.883 0.78 2.458 2.846 0.633 0.544 0.87 1.8627 1.346

0.959 0.92 2.019 3.394 1.005 1.332 0.9 1.4609 1.1969

0.756 0.572 1.332 0.697 0.812 0.458 0.76 0.8731 0.7617

0.468 0.219 1.773 1.551 0.496 0.371 0.65 1.7992 1.1951

0.611 0.373 1.889 2.914 0.538 0.599 0.67 2.638 1.3591

0.594 0.353 1.678 4.045 0.435 0.74 0.57 3.5997 1.7517

0.932 0.869 0.938 1.095 0.685 0.593 0.91 0.6129 0.4832

0.964 0.929 1.041 0.953 0.681 0.574 0.98 0.301 0.1769

0.79 0.624 2.414 3.482 0.548 0.719 0.85 2.1596 0.5519

0.727 0.529 2.257 2.493 0.497 0.489 0.84 1.8212 0.7014

0.673 0.453 2.248 2.399 0.491 0.456 0.8 1.9681 0.9234

0.589 0.347 2.243 2.472 0.497 0.524 0.77 2.1124 0.7972
0.591 0.349 1.855 1.653 0.396 0.286 0.71 1.8756 1.3744

0.287 0.082 1.908 2.346 0.443 0.456 0.54 2.6552 1.4766

0.763 0.582 1.738 2.299 0.557 0.573 0.81 1.7133 0.8934

0.819 0.671 1.146 1.6 0.925 0.958 0.85 0.9952 0.4597

0.536 0.287 1.916 2.147 0.521 0.5 0.71 2.0316 0.9717

0.678 0.46 2.053 2.618 0.528 0.577 0.79 1.9826 0.7011

0.368 0.135 1.766 1.919 0.46 0.514 0.63 2.0084 1.0294

0.707 0.5 1.467 1.79 0.787 0.812 0.81 1.2938 0.3948

0.683 0.466 2.171 2.505 0.495 0.519 0.81 1.8983 0.6279

0.472 0.223 1.74 1.908 0.462 0.474 0.7 1.8299 0.849

0.612 0.375 2.266 2.138 0.572 0.463 0.76 2.0201 1.1467

0.593 0.352 0.728 1.291 0.467 0.504 0.59 1.4327 1.0037

0.859 0.738 3.027 3.004 0.623 0.503 0.89 1.9277 1.1996

0.724 0.524 1.308 1.819 0.356 0.39 0.73 1.5647 0.9901

0.788 0.621 1.761 2.716 0.432 0.516 0.77 2.0347 1.2426

0.816 0.666 3.758 3.035 0.685 0.498 0.88 2.2198 1.3998

0.799 0.638 2.7 2.603 0.541 0.469 0.88 1.7196 0.8169

0.319 0.102 1.537 3.432 0.389 0.596 0.34 3.65 1.8564

0.819 0.671 1.816 2.543 0.741 0.746 0.83 1.7458 0.9956

0.835 0.697 1.528 3.126 0.559 0.701 0.69 2.6129 2.018

0.684 0.468 1.703 2.466 0.649 0.65 0.73 2.123 1.1712

0.938 0.88 1.429 2.128 0.657 0.717 0.88 1.1957 0.9617

0.91 0.828 1.569 2.783 0.638 0.697 0.77 2.1118 1.7927

COR R_Squared Stand_Dev_obs Stand_Dev_mod Coeff_of_Var_obs Coeff_of_Var_mod Index_of_Agree RMSE RMSE_systematic

0.669 0.448 0.83 1.006 0.354 0.321 0.68 1.0808 0.807

0.489 0.239 0.739 0.752 0.494 0.343 0.64 1.0062 0.7842

0.437 0.191 0.972 1.043 0.246 0.236 0.61 1.1342 0.6886

0.914 0.835 1.88 1.588 0.473 0.369 0.94 0.8125 0.525

0.855 0.731 1.526 1.587 0.486 0.363 0.79 1.463 1.2346

0.843 0.711 1.19 1.25 0.3 0.253 0.78 1.171 0.9766

0.263 0.069 0.463 0.71 0.378 0.374 0.5 0.9787 0.7247

0.783 0.613 1.068 0.901 0.531 0.475 0.87 0.6483 0.3642

0.907 0.823 1.011 1.729 0.239 0.33 0.76 1.3208 1.1366

0.848 0.719 1.23 1.757 0.265 0.324 0.83 1.2164 0.8234

0.88 0.774 1.746 1.623 0.454 0.361 0.9 1.0318 0.7183

0.823 0.677 1.132 1.8 0.26 0.329 0.73 1.5251 1.1659

0.785 0.616 1.031 1.476 0.325 0.356 0.72 1.3172 0.9808

0.524 0.275 0.594 0.929 0.257 0.306 0.54 1.0501 0.7301

0.922 0.85 1.782 1.763 0.373 0.299 0.87 1.3133 1.1386

0.882 0.778 2.221 1.851 0.484 0.373 0.92 1.076 0.6761

0.759 0.576 1.033 1.261 0.338 0.353 0.81 0.9473 0.5256

0.865 0.748 1.709 1.743 0.36 0.312 0.87 1.2075 0.8675

0.917 0.841 1.765 2.047 0.382 0.349 0.86 1.4716 1.246

0.264 0.07 0.272 0.283 0.428 0.313 0.52 0.4191 0.3274

0.826 0.682 1.685 1.575 0.469 0.347 0.83 1.3194 1.0121
0.621 0.386 0.743 0.79 0.275 0.207 0.56 1.2868 1.1422

0.785 0.616 1.564 1.726 0.396 0.382 0.85 1.1948 0.6089

0.928 0.861 1.646 1.806 0.371 0.334 0.88 1.1708 0.9766

0.862 0.743 1.207 1.337 0.51 0.377 0.76 1.3466 1.1783

0.827 0.684 1.245 1.337 0.539 0.377 0.75 1.4356 1.2406

0.721 0.52 1.565 1.763 0.368 0.327 0.74 1.6576 1.1711

0.418 0.175 1.086 1.257 0.262 0.376 0.61 1.4572 0.9635

0.923 0.852 2.161 1.869 0.51 0.378 0.93 1.07 0.817

0.798 0.637 1.945 1.763 0.473 0.348 0.83 1.4878 1.0823

0.455 0.207 0.286 0.151 0.454 0.201 0.56 0.2736 0.2413

0.364 0.132 0.411 0.589 0.325 0.29 0.5 0.95 0.7907

0.747 0.558 1.015 1.178 0.457 0.39 0.76 1.1073 0.8122

0.556 0.309 0.591 0.72 0.355 0.293 0.57 0.9986 0.8163

0.697 0.486 1.382 1.29 0.309 0.346 0.75 1.2534 0.8868

0.867 0.752 1.225 1.194 0.393 0.275 0.74 1.3624 1.2385

0.889 0.79 1.211 1.516 0.459 0.468 0.88 0.9101 0.6181

0.882 0.778 1.265 1.443 0.307 0.263 0.75 1.5184 1.371

0.422 0.178 0.557 0.763 0.284 0.303 0.49 0.8864 0.5955

0.775 0.601 1.448 1.789 0.392 0.351 0.74 1.7744 1.4095

0.739 0.546 1.498 2.028 0.353 0.367 0.73 1.8367 1.2835

0.809 0.654 1.721 1.82 0.372 0.326 0.83 1.4224 0.9831

0.803 0.645 1.717 1.82 0.366 0.326 0.83 1.3901 0.9196

0.859 0.738 1.358 1.498 0.37 0.303 0.78 1.4635 1.2665

0.836 0.699 1.595 1.848 0.378 0.34 0.81 1.5628 1.2223

0.826 0.682 1.264 1.341 0.293 0.253 0.8 1.2343 0.9984

0.879 0.773 1.533 1.493 0.338 0.266 0.82 1.2928 1.0974

0.852 0.726 1.672 1.731 0.449 0.362 0.83 1.3812 1.0715

0.9 0.81 0.809 1.478 0.429 0.521 0.73 1.2402 1.0743

0.782 0.612 1.147 1.259 0.308 0.262 0.73 1.3376 1.1051

0.91 0.828 1.555 1.659 0.357 0.296 0.83 1.4023 1.2387

0.379 0.144 0.311 0.38 0.438 0.375 0.54 0.4793 0.3415

0.372 0.138 0.319 0.364 0.419 0.363 0.57 0.4415 0.2997

0.817 0.667 1.505 1.201 0.401 0.271 0.83 1.0528 0.8347

0.461 0.213 1.177 1.578 0.322 0.299 0.54 2.1491 1.6798

0.861 0.741 1.825 1.755 0.429 0.338 0.86 1.3109 0.9914

0.579 0.335 1.547 1.797 0.347 0.347 0.71 1.6545 0.8776

0.926 0.857 1.176 1.447 0.444 0.431 0.89 0.8938 0.725

0.816 0.666 1.52 1.834 0.4 0.401 0.84 1.276 0.7694

0.651 0.424 0.396 0.686 0.331 0.451 0.65 0.5948 0.3249

0.636 0.404 0.801 1.401 0.349 0.35 0.48 1.999 1.7102

0.896 0.803 1.956 1.825 0.419 0.349 0.92 1.0108 0.6495

0.911 0.83 0.803 1.123 0.577 0.511 0.78 0.9437 0.8325

0.7 0.49 1.356 1.755 0.33 0.321 0.67 1.8253 1.3719

0.746 0.557 0.349 0.653 0.392 0.485 0.61 0.6334 0.4761

0.818 0.669 0.899 1.114 0.259 0.263 0.78 0.9849 0.769

0.545 0.297 0.423 0.698 0.294 0.305 0.49 1.02 0.8511
RMSE_unsystematic Skew_Obs Skew_ModMedian_Diff

1.2134 0.97 0.74 0.4563

1.514 0.81 0.86 1.1095

1.3816 0.95 0.84 0.4614

1.6643 0.81 0.97 0.59485

0.7735 0.99 0.8 0.56315

1.2858 0.87 0.89 0.9592

0.2741 0.95 0.91 0.332815

0.9882 0.61 0.75 0.13265

1.474 0.9 0.88 2.1501

1.2816 0.91 0.79 0.52525

0.3074 1.01 0.9 0.28473

1.4353 0.87 0.91 0.7465

1.1328 0.68 0.7 0.4475

1.7343 0.99 0.85 0.3638

1.7599 0.85 0.73 0.4218

1.1538 0.98 0.74 0.7684

1.5409 0.81 0.76 0.977

1.4191 0.84 0.82 0.82315

1.3208 0.91 0.97 0.8998

1.1903 0.84 0.86 0.7969

1.0912 0.63 0.67 0.44873

2.048 0.81 0.9 0.3762

1.2166 0.85 0.94 1.02785

1.646 0.77 0.74 1.02515

0.308 0.85 0.89 0.3307

1.5791 0.85 0.9 1.2243

1.5189 0.76 0.94 1.68095

0.9425 0.68 0.71 0.4152

2.8943 0.74 0.63 0.6483

1.8095 0.91 0.99 1.7415

0.9573 0.85 0.77 0.6304

1.193 0.77 0.75 0.20837

1.946 0.84 0.86 -0.5483

0.758 0.83 0.8 0.503945

1.9151 0.92 0.88 1.1796

0.9831 0.85 0.71 0.8649

1.8282 0.59 0.84 0.9642

0.3619 1.04 0.93 0.14165
1.9591 0.74 0.91 0.9185

0.4389 0.62 0.8 0.1807

1.2815 0.79 0.87 0.3866

1.7819 0.83 0.87 1.5723

0.9644 0.6 0.92 1.2767

1.5793 0.83 0.81 1.3372

1.1224 0.76 0.97 0.5142

1.9624 0.79 0.81 1.12195

2.0159 1.07 0.84 0.8455

0.8587 0.72 0.7 0.42325

0.9083 0.78 0.82 1.3007

1.6263 0.82 0.78 0.6681

1.8224 0.86 0.67 0.9512

0.9658 0.8 0.8 0.48664

1.2069 0.67 0.88 0.2739

1.7706 0.77 0.8 1.31765

1.0096 0.91 0.88 0.9366

0.9764 0.79 0.88 0.4495

0.4163 0.93 0.85 0.31515

0.9099 0.71 0.57 0.5065

1.8051 0.88 0.88 1.7163

0.3055 0.98 0.91 0.39381

0.862 0.85 0.83 0.4808

1.5908 0.86 0.96 1.0098

1.0969 0.88 0.76 0.15466

0.7555 0.88 0.88 0.8299

2.5061 0.89 0.84 1.2268

0.947 0.8 0.91 0.9014

1.1061 0.85 0.75 0.4443

2.1401 0.86 0.83 0.8953

1.1449 0.97 0.94 0.6644

2.4007 0.88 0.79 1.0207

0.5003 0.83 0.88 0.23792

0.7634 0.65 0.82 0.2248

0.7287 0.83 0.92 0.64195

1.5888 0.8 0.83 0.7535

0.3026 0.94 0.99 0.26858

1.0693 0.7 0.69 0.8573

2.0005 0.76 0.95 1.5995

0.1804 0.88 0.96 0.251225

1.8134 0.68 0.96 1.5903

1.5934 0.9 0.85 0.6068

1.5725 0.83 0.79 0.2112

1.7784 0.89 0.91 0.9469

1.0853 0.89 0.81 0.7319

0.7239 0.93 0.78 0.4092

0.616 0.87 0.7 0.4239
0.4032 0.81 0.79 0.40495

1.8259 0.7 0.89 0.4664

0.7299 0.79 0.94 0.5328

1.1237 0.75 0.7 0.49324

1.1287 0.84 0.86 1.115

0.1596 0.86 0.92 0.22266

0.4856 0.87 0.84 0.16937

0.2544 0.93 0.96 0.3822

0.2057 0.77 0.99 0.26322

0.856 0.83 0.71 0.3929

1.8003 0.92 0.84 0.7671

RMSE_unsystematic Skew_Obs Skew_ModMedian_Diff

1.2258 0.82 0.98 0.4993

1.5981 0.93 0.89 2.4902

1.3966 1.02 0.8 0.2339

1.2422 1.03 0.9 1.3437

1.7685 0.87 0.8 0.66325

1.7203 0.87 0.84 0.7412

0.7345 0.79 0.88 0.8508

1.7151 0.94 0.78 0.3913

0.6805 0.95 0.98 0.1219

1.9029 0.89 0.72 0.8645

1.4516 0.8 0.74 0.566

1.4829 0.64 0.67 1.1562

0.6194 0.86 0.83 0.17896

0.3387 1.05 0.88 0.06394

0.2083 1.03 1.07 0.1365

0.4993 0.94 0.93 0.214895

1.4162 1.06 0.69 0.6223

1.0396 0.94 0.95 0.9766

1.1797 1.08 0.95 1.3253

1.2005 0.85 0.87 1.18385

1.2128 0.87 0.87 1.3111

1.9553 0.97 0.89 2.966

1.6818 0.84 0.94 0.53125

0.7338 0.77 0.82 1.24745

1.9236 0.85 0.86 -0.1315

1.7934 0.85 0.94 0.8653

0.9962 0.94 0.94 0.731

1.3851 0.88 0.95 0.8506

1.0662 0.84 0.84 1.0659

1.6406 0.83 0.96 0.6422

1.2924 0.82 0.81 0.6444

0.7616 1.01 1.02 0.1113

1.7473 0.86 0.73 1.2243
1.765 0.88 0.59 1.3928

1.7183 0.82 0.79 1.8504

1.7769 0.96 0.6 1.5736

1.7489 0.87 0.65 1.0053

0.6968 0.88 0.83 0.9945

0.9174 0.85 0.81 1.263

2.6739 0.75 0.77 0.7747

1.9153 0.78 0.73 1.2868

0.9368 0.88 0.94 1.20985

1.8847 0.88 0.71 2.0979

1.726 0.81 0.75 3.1128

1.6947 0.96 1.09 1.199

1.4916 0.81 0.82 1.1824

0.7986 0.82 0.78 1.2035

0.7171 0.73 0.77 1.1003

1.385 0.81 0.84 0.78425

1.2219 0.77 0.83 1.3218

1.7572 0.77 0.92 0.7069

1.9189 0.93 0.85 0.6141

1.8963 0.8 0.89 0.8271

3.0314 1.02 0.81 0.86295

2.3689 0.83 0.78 0.9993

2.6225 0.89 0.7 1.0938

3.3624 0.87 0.72 0.6842

2.8429 0.93 0.75 0.8297

0.9919 0.63 0.71 0.4814

1.9576 0.83 0.8 0.8248

1.6612 0.75 0.79 0.42755

1.2679 0.84 0.73 1.3696

1.7024 0.78 0.96 3.6898

1.6201 0.98 0.92 0.8272

1.057 1.08 0.97 1.5712

1.3096 0.89 0.9 0.6981

1.6776 0.91 0.81 0.7907

1.8085 0.91 0.8 1.1587

2.2214 0.78 0.67 0.6824

1.7919 1 0.67 0.9947

0.9626 0.91 0.86 0.8722

3.9301 0.8 0.53 1.3277

2.3721 0.98 0.59 1.1035

2.0342 0.8 0.7 0.8892

3.7494 0.87 0.55 1.58735

1.6828 0.86 0.84 1.6279

0.8336 0.72 0.75 0.65515

0.694 0.76 0.7 0.76915

0.7302 0.79 0.92 1.1145

2.439 0.91 0.96 0.4485
1.2557 0.83 0.77 1.08325

2.4157 0.91 0.93 0.2648

2.336 0.94 0.92 1.10265

1.806 0.88 1.02 0.4838

1.0836 0.76 0.97 0.51665

0.7698 0.69 0.76 0.5649

1.0201 0.88 0.93 0.2294

0.9904 0.85 0.97 0.1934

0.9201 0.88 0.91 0.7339

0.9957 0.9 0.92 0.7331

1.5163 0.94 0.75 0.525

1.5595 0.92 0.71 0.4702

1.2667 0.91 0.85 1.3426

0.9903 0.79 0.81 0.98755

1.4209 0.89 0.9 0.9493

1.2305 0.97 0.84 1.0619

0.364 0.92 0.84 0.3913

1.7981 0.88 0.9 0.8741

2.1693 0.93 0.89 1.571

2.0916 0.77 0.74 1.1791

0.9203 0.74 0.86 0.9706

1.8444 0.81 0.68 1.0145

1.7806 0.78 0.88 1.1451

1.6532 0.87 0.84 0.93545

1.4686 0.8 0.85 1.0216

1.7118 0.93 0.72 1.3468

1.5585 0.83 0.95 1.11695

1.5729 0.87 0.95 0.4256

1.13 0.84 1.02 0.5749

1.5582 0.85 0.96 1.0013

1.6857 0.81 0.93 0.9513

1.6122 0.81 1 1.7289

1.3164 0.76 0.89 1.1618

1.9517 0.83 0.95 1.2162

0.7386 0.8 0.87 0.4546

0.9637 0.9 0.85 0.5734

0.8666 0.83 0.68 0.3139

2.9411 0.95 0.84 1.6539

7.4235 0.97 0.61 1.2743

6.1316 0.8 0.72 1.2827

2.5247 0.96 0.72 1.2687

3.2738 0.82 0.77 0.9875

1.1582 1.01 0.89 1.8328

2.5247 0.78 0.87 1.3283

6.9027 0.83 0.54 1.5083

3.5972 0.94 0.59 1.2353

3.6271 0.9 0.78 0.6515
2.6095 0.81 0.74 1.091

3.7767 0.97 0.75 0.798

6.1058 1.08 0.55 0.7203

1.3573 0.78 0.66 0.11167

1.4848 0.85 0.9 1.3705

1.2949 0.98 0.98 1.0988

0.9376 1.14 0.96 0.7156

2.2916 0.94 0.83 1.6037

3.4395 0.9 0.91 1.2955

1.0005 0.89 1.05 1.1451

1.0087 1.09 0.93 0.4794

1.0625 0.98 1.03 0.2836

1.7045 0.9 0.92 1.368

1.9983 0.76 0.8 0.97245

0.6442 0.96 1.05 1.0249

1.2151 1.03 0.97 0.7335

0.7969 1.11 0.96 1.0252

1.0306 0.96 0.96 1.1193

1.1118 0.89 0.88 1.3839

0.936 0.96 0.96 1.9283

2.7912 1.07 0.84 0.79535

2.9672 0.98 0.84 1.0935

1.1216 1.12 1.06 0.56935

1.3582 0.96 0.83 0.7276

2.5552 0.87 0.8 1.057

1.1549 0.73 0.75 1.4713

1.472 0.76 0.91 1.278

0.9252 0.71 0.8 0.8701

2.5062 0.93 0.71 0.5119

1.2207 1.02 0.97 1.2173

1.4517 0.84 0.84 0.6238

2.1584 0.86 0.79 0.7547

0.6065 0.75 0.89 0.1537

1.4785 0.78 0.74 0.62705

1.7597 1.01 0.81 1.1064

1.2876 0.88 0.76 1.0808

0.8376 0.67 0.37 0.14608

0.4268 0.68 0.84 0.0819

1.345 0.86 0.95 0.8803

2.261 0.83 0.82 1.2861

3.1447 0.87 0.71 1.0746

0.377 0.72 0.82 0.40255

0.2436 0.7 0.85 0.1103

2.0879 0.94 0.81 0.4115

1.6807 0.77 0.83 0.6632

1.738 0.78 0.8 0.9599

1.9563 0.85 0.83 0.22975
1.2764 0.87 1.01 1.22865

2.2067 0.94 0.88 1.28685

1.4619 0.85 0.84 0.73675

0.8827 0.71 0.55 0.24881

1.7841 0.87 0.84 0.71875

1.8545 0.88 0.81 0.7035

1.7246 1.11 0.85 -0.2086

1.2321 0.79 0.63 0.1965

1.7915 0.8 0.86 0.53465

1.621 1.08 0.86 0.8589

1.6631 0.82 0.88 0.98635

1.0223 0.79 0.88 1.00825

1.5089 0.83 0.94 1.2745

1.2116 1.11 1.01 0.6002

1.6112 1.13 0.81 1.0495

1.7228 0.83 0.87 0.8099

1.5131 1.05 0.9 0.2025

3.1427 0.98 0.72 0.5028

1.434 0.76 0.71 0.9535

1.6598 0.83 0.63 1.0021

1.7708 0.76 0.8 0.8493

0.7105 0.86 0.77 0.7086

1.1162 0.84 0.71 1.055

RMSE_unsystematic Skew_Obs Skew_ModMedian_Diff

0.7189 0.94 0.9 0.6631

0.6303 0.93 0.99 0.6326

0.9013 0.99 1.01 0.7721

0.6201 0.95 0.9 0.3928

0.7849 0.95 0.95 1.4652

0.6461 0.96 1.01 1.1428

0.6579 0.98 1 0.3961

0.5364 0.94 0.84 0.0355

0.6728 1.01 0.88 0.8093

0.8954 1.08 1.07 0.6167

0.7408 0.96 0.99 0.7331

0.9831 1.08 1.06 0.749

0.8793 1.01 0.97 0.8505

0.7547 1.01 0.89 0.6512

0.6545 0.91 0.96 1.22895

0.8371 0.95 0.88 0.9121

0.7881 1.06 0.9 0.264

0.84 0.96 0.86 1.2121

0.783 1.02 1.02 1.1946

0.2616 0.88 0.95 0.2319

0.8464 0.9 0.8 0.8221
0.5926 1.02 0.98 1.09995

1.028 1.05 0.97 0.688

0.6458 0.98 0.96 1.1475

0.6518 0.9 0.91 1.1972

0.7223 0.8 0.91 1.1952

1.1731 1.07 0.97 1.2698

1.0933 1 0.89 -0.4304

0.6909 0.74 0.92 0.7888

1.0209 0.85 0.84 0.7189

0.1289 0.97 1.01 0.19367

0.5266 0.94 0.96 0.6149

0.7526 0.87 0.85 0.8006

0.5752 0.86 0.94 0.8684

0.8858 0.93 0.88 -0.9488

0.5678 0.86 0.98 1.3148

0.668 1.08 0.81 0.595

0.6526 0.94 0.99 1.3878

0.6565 1.08 0.98 0.57545

1.0778 0.93 0.96 1.5248

1.3138 1.02 1 1.103

1.028 0.99 0.97 1.0917

1.0424 1.01 0.97 1.0472

0.7334 0.87 1.02 1.4269

0.9739 0.96 0.99 1.3766

0.7258 0.92 0.91 0.8507

0.6835 1.01 0.98 1.1997

0.8715 0.94 0.84 1.0184

0.6196 0.89 0.86 0.9241

0.7536 0.88 0.98 1.3275

0.6574 0.91 0.99 1.2901

0.3363 0.9 0.9 0.24319

0.3241 0.9 0.89 0.18823

0.6416 0.78 0.99 0.8229

1.3406 0.9 0.95 1.1465

0.8577 0.91 0.94 1.0554

1.4025 0.97 0.98 0.6469

0.5227 0.81 0.94 0.6588

1.018 0.93 0.9 0.6022

0.4982 1.04 0.81 0.20015

1.035 0.9 0.97 1.7391

0.7745 1.1 1.01 0.387

0.4445 0.96 0.97 1.0037

1.204 1.03 0.88 1.1153

0.4178 1.08 0.85 0.30098

0.6154 0.93 0.94 0.8041

0.5622 0.97 0.86 0.747