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invasive insect model of OSU OIPMC model analysis vers. 3.0 |
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Output from uspest.org/wea invasive insect degree-day/phenology model program: Heat Units and predictions of key events from daily weather data
==============================MODEL INPUTS================================ Model species/general links: spotted wing Drosophila [fruit] Type: invasive insect Model source/other links: OSU OIPMC model analysis vers. 3.0 Calculation method: single sine Lower threshold: 50 degrees Fahrenheit Upper threshold: 88 degrees Fahrenheit Directions for starting/BIOFIX: calendar date No starting/BIOFIX date, set to: default date 1 1 No ending date, set to: default date 12 31 Model validation status: partly validated-has been compared to 2 years of field data in PNW Region of known use: potential for use in US ==============================EVENTS TABLE================================ 1. 261 DDs after Jan 1: 1st egg laying by ow females 2. 510 DDs after Jan 1: Peak (ca. 50%) egg laying by ow females; 1st adult emerge 1st gen 3. 565 DDs after Jan 1: 1st egg laying by 1st gen females 4. 755 DDs after Jan 1: Peak adult emerge 1st gen 5. 995 DDs after Jan 1: Peak egg laying by 1st gen females; max 2+ gens. 6. 1249 DDs after Jan 1: Peak adult emerge 2nd gen; max 3+ gens. 7. 1489 DDs after Jan 1: Peak egg laying by 2nd gen females; max 4+ gens. 8. 1743 DDs after Jan 1: Peak adult emerge 3rd gen; max 5 gens. 9. 1983 DDs after Jan 1: Peak egg laying by 3rd gen females; max 6+ gens. 10. 2237 DDs after Jan 1: Peak adult emerge 4th gen; max 6+ gens. 11. 2477 DDs after Jan 1: Peak egg laying by 4th gen females; max 7+ gens. 12. 2731 DDs after Jan 1: Peak adult emerge 5th gen; max 8+ gens. 13. 2971 DDs after Jan 1: Peak egg laying by 5th gen females; max 9+ gens. ==============================MODEL OUTPUT================================ Weather station: 2018 KRPJ METAR Rochelle Muni-Koritz F IL Lat:41.8906 Long:-89.0817 Elev:768 mn day max min precip DD50 CUMDD50 event -- --- ----- ----- ------ ---- ------- ------- 1 1 -3.50 -17.10 0.00 0.00 0.0 * START * 1 2 11.70 -18.40 0.00 0.00 0.0 1 3 14.70 -0.40 0.00 0.00 0.0 1 4 6.80 -16.80 0.00 0.00 0.0 1 5 7.70 -20.40 0.00 0.00 0.0 1 6 6.80 -20.70 0.00 0.00 0.0 1 7 31.80 5.50 0.00 0.00 0.0 1 8 34.70 27.50 0.00 0.00 0.0 1 9 32.50 20.80 0.00 0.00 0.0 1 10 49.30 30.70 0.00 0.00 0.0 1 11 52.90 16.30 0.12 0.35 0.3 1 12 21.40 11.30 0.00 0.00 0.3 1 13 14.00 0.10 0.00 0.00 0.3 1 14 19.80 -4.00 0.00 0.00 0.3 1 15 19.90 1.80 0.00 0.00 0.3 1 16 19.40 -2.40 0.00 0.00 0.3 1 17 19.00 -6.50 0.00 0.00 0.3 1 18 31.50 11.80 0.00 0.00 0.3 1 19 38.70 20.10 0.00 0.00 0.3 1 20 45.70 28.40 0.00 0.00 0.3 1 21 43.20 35.60 0.24 0.00 0.3 1 22 54.50 34.00 0.31 0.92 1.3 1 23 34.70 26.60 0.00 0.00 1.3 1 24 27.90 25.30 0.00 0.00 1.3 1 25 42.10 23.90 0.00 0.00 1.3 1 26 47.10 31.80 0.00 0.00 1.3 1 27 45.10 31.80 0.00 0.00 1.3 1 28 35.20 24.60 0.00 0.00 1.3 1 29 27.00 13.80 0.00 0.00 1.3 1 30 29.70 9.50 0.00 0.00 1.3 1 31 39.40 28.60 0.00 0.00 1.3 2 1 30.70 6.30 0.00 0.00 1.3 2 2 21.00 1.00 0.00 0.00 1.3 2 3 38.50 18.10 0.00 0.00 1.3 2 4 31.80 -0.80 0.00 0.00 1.3 2 5 11.30 -10.50 0.00 0.00 1.3 2 6 12.90 -18.80 0.04 0.00 1.3 2 7 15.60 -12.80 0.00 0.00 1.3 2 8 19.40 -13.20 0.01 0.00 1.3 2 9 21.20 14.70 0.00 0.00 1.3 2 10 15.80 10.40 0.00 0.00 1.3 2 11 18.90 -9.60 0.00 0.00 1.3 2 12 18.10 -14.80 0.00 0.00 1.3 2 13 27.10 3.00 0.00 0.00 1.3 2 14 37.40 14.70 0.06 0.00 1.3 2 15 40.10 32.90 0.00 0.00 1.3 2 16 36.90 3.90 0.00 0.00 1.3 2 17 31.60 3.20 0.02 0.00 1.3 2 18 36.70 8.20 0.00 0.00 1.3 2 19 51.30 32.90 0.88 0.15 1.4 2 20 50.90 29.10 0.56 0.08 1.5 2 21 29.10 25.20 0.00 0.00 1.5 2 22 40.10 26.20 0.08 0.00 1.5 2 23 39.20 29.70 0.15 0.00 1.5 2 24 45.50 29.70 0.10 0.00 1.5 2 25 43.20 29.30 0.02 0.00 1.5 2 26 51.80 27.00 0.00 0.21 1.7 2 27 59.40 32.00 0.00 2.43 4.1 2 28 59.20 37.80 0.40 2.69 6.8 3 1 45.00 32.00 0.78 0.00 6.8 3 2 44.80 26.60 0.00 0.00 6.8 3 3 47.70 28.20 0.00 0.00 6.8 3 4 48.20 30.20 0.00 0.00 6.8 3 5 37.60 31.60 0.06 0.00 6.8 3 6 34.00 28.20 0.01 0.00 6.8 3 7 30.90 22.50 0.03 0.00 6.8 3 8 32.00 18.30 0.00 0.00 6.8 3 9 35.40 15.80 0.00 0.00 6.8 3 10 40.60 19.40 0.00 0.00 6.8 3 11 43.30 27.30 0.00 0.00 6.8 3 12 45.00 27.10 0.00 0.00 6.8 3 13 36.70 19.40 0.00 0.00 6.8 3 14 49.10 18.10 0.00 0.00 6.8 3 15 49.60 21.60 0.00 0.00 6.8 3 16 41.90 22.80 0.03 0.00 6.8 3 17 48.20 28.40 0.15 0.00 6.8 3 18 53.20 23.70 0.00 0.45 7.3 3 19 50.00 28.20 0.00 0.00 7.3 3 20 39.90 26.60 0.00 0.00 7.3 3 21 42.30 22.50 0.00 0.00 7.3 3 22 48.70 17.10 0.00 0.00 7.3 3 23 48.00 21.70 0.00 0.00 7.3 3 24 37.40 28.40 0.00 0.00 7.3 3 25 46.80 21.90 0.00 0.00 7.3 3 26 50.20 26.40 0.38 0.01 7.3 3 27 46.40 33.80 0.01 0.00 7.3 3 28 48.70 31.10 0.04 0.00 7.3 3 29 51.40 32.50 0.06 0.16 7.4 3 30 48.60 30.20 0.01 0.00 7.4 3 31 55.40 29.10 0.05 1.06 8.5 4 1 30.90 21.00 0.00 0.00 8.5 4 2 42.40 15.40 0.00 0.00 8.5 4 3 38.30 31.60 0.02 0.00 8.5 4 4 33.80 25.20 0.01 0.00 8.5 4 5 37.60 19.80 0.00 0.00 8.5 4 6 33.80 21.60 0.00 0.00 8.5 4 7 37.20 16.70 0.00 0.00 8.5 4 8 41.50 12.60 0.00 0.00 8.5 4 9 36.70 26.60 0.00 0.00 8.5 4 10 44.20 19.20 0.00 0.00 8.5 4 11 64.60 28.90 0.03 4.15 12.7 4 12 69.40 43.20 0.05 7.81 20.5 4 13 48.40 38.30 0.01 0.00 20.5 4 14 39.40 32.50 0.16 0.00 20.5 4 15 33.40 26.60 0.07 0.00 20.5 4 16 33.10 26.20 0.00 0.00 20.5 4 17 42.40 27.30 0.00 0.00 20.5 4 18 33.80 26.10 0.00 0.00 20.5 4 19 52.00 27.30 0.01 0.24 20.7 4 20 59.40 23.00 0.00 2.08 22.8 4 21 56.30 34.70 0.00 1.49 24.3 4 22 64.20 40.50 0.00 5.02 29.3 4 23 70.70 38.50 0.00 7.64 36.9 4 24 72.50 47.80 0.00 10.43 47.4 4 25 61.70 33.30 0.00 3.34 50.7 4 26 66.90 27.70 0.00 4.95 55.7 4 27 67.10 36.90 0.00 5.85 61.5 4 28 55.60 28.00 0.00 1.09 62.6 4 29 64.20 22.10 0.00 3.63 66.2 4 30 81.50 33.30 0.00 11.74 78.0 5 1 84.60 47.70 0.00 16.39 94.4 5 2 85.80 61.20 1.07 23.50 117.9 5 3 73.60 60.10 0.28 16.85 134.7 5 4 73.20 52.00 0.00 12.60 147.3 5 5 79.90 45.70 0.01 13.46 160.8 5 6 74.80 51.80 0.03 13.30 174.1 5 7 75.40 44.20 0.00 10.88 184.9 5 8 82.40 50.00 0.09 16.20 201.1 5 9 81.30 56.30 0.01 18.80 219.9 5 10 75.00 50.40 0.00 12.70 232.6 5 11 60.30 45.00 0.07 3.91 236.6 5 12 55.60 43.90 0.25 1.74 238.3 5 13 64.40 46.40 0.19 6.10 244.4 5 14 79.00 55.00 1.05 17.00 261.4 1st egg laying by ow females 5 15 74.70 50.90 0.01 12.80 274.2 5 16 78.80 47.30 0.00 13.39 287.6 5 17 80.40 52.50 0.00 16.45 304.0 5 18 76.30 53.20 0.11 14.75 318.8 5 19 74.50 58.10 0.05 16.30 335.1 5 20 64.00 45.70 0.41 5.76 340.8 5 21 67.50 50.90 0.12 9.20 350.0 5 22 71.60 55.40 0.00 13.50 363.5 5 23 78.80 50.70 0.00 14.75 378.3 5 24 87.40 56.70 0.00 22.05 400.3 5 25 88.00 60.80 0.00 24.40 424.7 5 26 88.90 61.20 0.00 24.98 449.7 5 27 95.20 62.40 0.00 27.33 477.1 5 28 93.70 66.70 0.00 29.06 506.1 5 29 92.10 68.20 0.06 29.42 535.5 Peak (ca. 50%) egg laying by ow females; 1st adult emerge 1st gen 5 30 82.60 67.80 0.58 25.20 560.7 5 31 84.90 65.50 0.00 25.20 585.9 1st egg laying by 1st gen females 6 1 82.60 54.00 0.00 18.30 604.2 6 2 79.20 50.90 0.02 15.05 619.3 6 3 74.50 57.40 0.00 15.95 635.2 6 4 79.50 50.50 0.00 15.00 650.2 6 5 82.90 55.40 0.00 19.15 669.4 6 6 81.90 51.30 0.00 16.60 686.0 6 7 86.20 63.70 0.00 24.95 710.9 6 8 75.70 59.20 0.95 17.45 728.4 6 9 78.30 62.10 1.81 20.20 748.6 6 10 71.60 61.70 2.80 16.65 765.2 Peak adult emerge 1st gen 6 11 69.40 62.10 0.00 15.75 781.0 6 12 75.20 65.10 0.00 20.15 801.1 6 13 77.90 56.80 0.00 17.35 818.5 6 14 75.20 57.20 1.42 16.20 834.7 6 15 86.40 62.20 2.97 24.30 859.0 6 16 90.00 68.40 0.00 28.94 887.9 6 17 88.20 71.60 0.00 29.89 917.8 6 18 90.50 71.60 0.64 30.66 948.5 6 19 81.50 65.70 0.04 23.60 972.1 6 20 78.80 63.50 0.01 21.15 993.2 6 21 66.60 61.70 1.48 14.15 1007.4 Peak egg laying by 1st gen females; max 2+ gens. 6 22 63.50 57.70 0.25 10.60 1018.0 6 23 77.90 58.60 0.00 18.25 1036.2 6 24 82.60 60.30 0.00 21.45 1057.7 6 25 78.30 59.00 0.00 18.65 1076.3 6 26 81.00 65.70 0.00 23.35 1099.7 Px 6 27 110.10 56.90 0.00 27.16 1126.8 Px Pn 6 28 82.30 61.60 0.00 21.95 1148.8 Px Pn 6 29 90.00 67.30 0.00 28.40 1177.2 6 30 91.60 74.70 0.00 32.43 1209.6 7 1 89.40 69.40 0.27 29.24 1238.8 7 2 82.40 62.20 0.00 22.30 1261.1 Peak adult emerge 2nd gen; max 3+ gens. 7 3 87.80 58.50 0.00 23.15 1284.3 7 4 86.90 70.70 0.01 28.80 1313.1 7 5 88.00 68.20 0.11 28.10 1341.2 7 6 76.80 54.50 0.00 15.65 1356.8 7 7 79.30 52.30 0.00 15.80 1372.6 7 8 81.90 53.20 0.00 17.55 1390.2 7 9 87.30 55.60 0.00 21.45 1411.6 7 10 86.00 64.40 0.00 25.20 1436.8 7 11 85.30 58.50 0.00 21.90 1458.7 7 12 85.10 60.10 0.00 22.60 1481.3 7 13 88.20 62.60 2.82 25.39 1506.7 Peak egg laying by 2nd gen females; max 4+ gens. 7 14 79.30 68.90 0.03 24.10 1530.8 7 15 85.30 65.50 0.00 25.40 1556.2 7 16 84.60 62.60 0.01 23.60 1579.8 7 17 81.10 58.30 0.00 19.70 1599.5 7 18 79.00 57.60 0.00 18.30 1617.8 7 19 78.10 56.30 0.37 17.20 1635.0 7 20 75.20 66.20 0.04 20.70 1655.7 7 21 79.90 67.10 0.00 23.50 1679.2 7 22 76.10 61.30 0.02 18.70 1697.9 7 23 81.00 55.60 0.00 18.30 1716.2 7 24 83.50 58.10 0.00 20.80 1737.0 7 25 83.10 54.50 0.00 18.80 1755.8 Peak adult emerge 3rd gen; max 5 gens. 7 26 76.60 57.90 0.00 17.25 1773.1 7 27 75.00 53.20 0.00 14.10 1787.2 7 28 76.10 48.60 0.00 12.48 1799.7 7 29 78.10 51.80 0.00 14.95 1814.6 7 30 79.20 53.60 0.00 16.40 1831.0 7 31 78.60 56.30 0.00 17.45 1848.5 8 1 82.40 51.30 0.00 16.85 1865.3 8 2 79.90 54.50 0.00 17.20 1882.5 8 3 83.10 49.50 0.00 16.33 1898.9 8 4 87.80 64.80 0.00 26.30 1925.2 8 5 86.70 69.10 0.00 27.90 1953.1 8 6 79.30 64.90 0.00 22.10 1975.2 8 7 77.50 60.40 1.88 18.95 1994.1 Peak egg laying by 3rd gen females; max 6+ gens. 8 8 80.20 61.00 0.00 20.60 2014.7 8 9 85.60 59.40 0.69 22.50 2037.2 8 10 82.40 62.40 0.00 22.40 2059.6 8 11 84.20 56.10 0.00 20.15 2079.8 8 12 85.10 58.30 0.01 21.70 2101.5 8 13 84.20 58.50 0.00 21.35 2122.8 8 14 83.30 60.80 0.00 22.05 2144.9 8 15 81.50 65.30 0.03 23.40 2168.3 8 16 81.50 64.60 0.44 23.05 2191.3 8 17 80.20 63.50 0.00 21.85 2213.2 8 18 81.00 64.20 0.00 22.60 2235.8 8 19 82.20 60.10 0.00 21.15 2256.9 Peak adult emerge 4th gen; max 6+ gens. 8 20 78.40 66.20 0.03 22.30 2279.2 8 21 77.40 60.10 0.02 18.75 2298.0 8 22 76.60 52.70 0.00 14.65 2312.6 8 23 76.60 48.40 0.00 12.66 2325.3 8 24 65.70 59.00 0.15 12.35 2337.6 8 25 84.70 64.90 0.30 24.80 2362.4 8 26 88.70 62.80 0.00 25.70 2388.1 8 27 88.00 73.00 0.00 30.50 2418.6 8 28 85.50 66.60 0.94 26.05 2444.7 8 29 72.00 55.90 0.75 13.95 2458.6 8 30 75.70 54.00 0.00 14.85 2473.5 8 31 83.70 54.90 0.06 19.30 2492.8 Peak egg laying by 4th gen females; max 7+ gens. 9 1 84.70 68.20 0.33 26.45 2519.2 9 2 86.40 68.50 0.67 27.45 2546.7 9 3 81.00 68.40 0.76 24.70 2571.4 9 4 90.30 68.00 0.00 28.83 2600.2 9 5 85.30 67.50 0.09 26.40 2626.6 9 6 68.00 59.20 0.18 13.60 2640.2 9 7 68.70 59.00 0.00 13.85 2654.0 9 8 68.20 57.40 0.00 12.80 2666.8 9 9 70.90 53.60 0.00 12.25 2679.1 9 10 73.60 50.20 0.00 11.90 2691.0 9 11 81.00 48.20 0.00 14.78 2705.8 9 12 83.10 53.20 0.00 18.15 2723.9 9 13 82.20 52.50 0.00 17.35 2741.3 Peak adult emerge 5th gen; max 8+ gens. 9 14 86.20 56.10 0.00 21.15 2762.4 9 15 86.40 58.30 0.00 22.35 2784.8 9 16 90.00 59.90 0.00 24.73 2809.5 9 17 88.90 61.70 0.00 25.23 2834.7 9 18 76.30 62.10 0.24 19.20 2853.9 9 19 78.80 61.00 0.05 19.90 2873.8 9 20 92.80 62.80 0.00 26.97 2900.8 9 21 80.60 49.80 0.00 15.21 2916.0 9 22 67.80 44.20 0.00 7.25 2923.3 9 23 75.70 42.60 0.00 10.67 2933.9 9 24 76.60 52.70 0.00 14.65 2948.6 9 25 82.80 55.60 0.23 19.20 2967.8 9 26 64.60 42.10 0.00 5.42 2973.2 Peak egg laying by 5th gen females; max 9+ gens. 9 27 70.50 38.10 0.00 7.49 2980.7 9 28 56.50 39.90 0.02 1.80 2982.5 9 29 55.60 32.90 0.02 1.21 2983.7 9 30 59.00 49.10 0.01 4.17 2987.9 10 1 75.40 53.60 0.86 14.50 3002.4 10 2 63.90 53.60 0.03 8.75 3011.1 10 3 87.30 58.60 0.00 22.95 3034.1 10 4 74.80 46.90 0.26 11.29 3045.4 10 5 62.60 48.40 1.12 5.73 3051.1 10 6 62.60 54.50 0.13 8.55 3059.7 10 7 59.70 52.30 0.20 6.00 3065.7 10 8 83.10 58.50 0.09 20.80 3086.5 10 9 84.40 64.00 0.01 24.20 3110.7 10 10 72.10 46.80 0.11 9.94 3120.6 10 11 48.20 33.80 0.00 0.00 3120.6 10 12 39.40 30.20 0.00 0.00 3120.6 10 13 49.30 28.40 0.00 0.00 3120.6 10 14 48.60 32.00 0.16 0.00 3120.6 10 15 46.60 28.40 0.12 0.00 3120.6 10 16 58.10 27.50 0.00 1.82 3122.4 10 17 50.20 27.50 0.00 0.01 3122.4 10 18 59.20 23.90 0.00 2.05 3124.5 10 19 54.10 38.10 0.00 0.91 3125.4 10 20 49.30 22.10 0.00 0.00 3125.4 10 21 51.40 19.40 0.00 0.12 3125.5 10 22 63.70 30.20 0.00 3.90 3129.4 10 23 53.60 29.10 0.00 0.59 3130.0 10 24 53.20 25.90 0.00 0.47 3130.5 10 25 51.80 33.80 0.00 0.24 3130.7 10 26 51.10 37.60 0.00 0.13 3130.8 10 27 52.90 34.30 0.07 0.49 3131.3 10 28 49.10 39.60 0.17 0.00 3131.3 10 29 53.80 30.90 0.00 0.67 3132.0 10 30 64.60 41.40 0.19 5.32 3137.3 10 31 57.00 43.70 0.00 2.29 3139.6 11 1 50.00 38.30 0.00 0.00 3139.6 11 2 48.20 32.00 0.00 0.00 3139.6 11 3 47.30 36.50 0.02 0.00 3139.6 11 4 51.30 42.30 0.18 0.21 3139.8 11 5 50.20 39.60 0.24 0.01 3139.8 11 6 46.40 35.10 0.02 0.00 3139.8 11 7 36.90 32.00 0.00 0.00 3139.8 11 8 33.80 30.20 0.00 0.00 3139.8 11 9 31.80 17.60 0.00 0.00 3139.8 11 10 28.40 15.40 0.00 0.00 3139.8 11 11 39.90 23.90 0.00 0.00 3139.8 11 12 31.80 23.00 0.00 0.00 3139.8 11 13 27.70 14.70 0.00 0.00 3139.8 11 14 33.60 12.20 0.00 0.00 3139.8 11 15 32.00 19.90 0.01 0.00 3139.8 11 16 39.60 25.30 0.00 0.00 3139.8 11 17 32.50 29.10 0.03 0.00 3139.8 11 18 34.70 19.40 0.00 0.00 3139.8 11 19 35.80 17.60 0.00 0.00 3139.8 11 20 32.40 22.50 0.00 0.00 3139.8 11 21 35.40 22.60 0.00 0.00 3139.8 11 22 42.30 25.70 0.00 0.00 3139.8 11 23 48.20 32.50 0.07 0.00 3139.8 11 24 43.20 32.20 0.13 0.00 3139.8 11 25 36.90 30.20 0.41 0.00 3139.8 11 26 30.20 19.20 0.00 0.00 3139.8 11 27 21.90 12.90 0.00 0.00 3139.8 11 28 27.30 0.30 0.01 0.00 3139.8 11 29 33.10 26.60 0.00 0.00 3139.8 11 30 34.30 14.70 0.00 0.00 3139.8 12 1 41.90 33.60 1.13 0.00 3139.8 12 2 40.60 32.50 0.06 0.00 3139.8 12 3 33.30 28.20 0.00 0.00 3139.8 12 4 29.10 25.90 0.00 0.00 3139.8 12 5 32.70 23.50 0.00 0.00 3139.8 12 6 31.10 16.70 0.00 0.00 3139.8 12 7 23.90 10.60 0.00 0.00 3139.8 12 8 26.10 12.70 0.00 0.00 3139.8 12 9 29.80 9.00 0.00 0.00 3139.8 12 10 31.80 11.50 0.00 0.00 3139.8 12 11 35.60 20.10 0.00 0.00 3139.8 12 12 34.30 24.60 0.00 0.00 3139.8 12 13 39.20 20.10 0.02 0.00 3139.8 12 14 37.90 25.50 0.01 0.00 3139.8 12 15 44.60 23.40 0.00 0.00 3139.8 12 16 44.60 22.80 0.00 0.00 3139.8 12 17 40.30 25.30 0.00 0.00 3139.8 12 18 41.90 22.60 0.00 0.00 3139.8 12 19 47.50 30.20 0.00 0.00 3139.8 12 20 41.20 36.50 0.06 0.00 3139.8 12 21 33.80 29.10 0.00 0.00 3139.8 12 22 31.60 27.00 0.00 0.00 3139.8 12 23 37.60 27.30 0.00 0.00 3139.8 12 24 34.60 20.10 0.00 0.00 3139.8 Px 12 25 43.10 29.40 0.00 0.00 3139.8 Px Pn 12 26 42.80 27.40 0.00 0.00 3139.8 Pn 12 27 51.80 35.60 0.68 0.26 3140.1 12 28 50.00 28.40 0.05 0.00 3140.1 12 29 28.40 21.70 0.00 0.00 3140.1 12 30 33.80 14.20 0.00 0.00 3140.1 12 31 36.68 28.76 1.11 0.00 3140.1 Extended Seasonal Forecast: NOAA NMME 7-month 1910 KRPJ PRISM_rev1_4km 2012-2021