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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 AR409 APRSWXNET Harrisburg KQ3F PA Lat40.3314 Long:-76.7281 Elev:499 mn day max min precip DD50 CUMDD50 event -- --- ----- ----- ------ ---- ------- ------- 1 1 18.00 1.00 0.00 0.00 0.0 * START * 1 2 19.00 6.00 0.00 0.00 0.0 1 3 22.00 6.00 0.00 0.00 0.0 *Warning: using yesterdays min* 1 4 24.00 13.00 0.00 0.00 0.0 1 5 14.00 8.00 0.00 0.00 0.0 1 6 13.00 5.00 0.00 0.00 0.0 1 7 18.00 5.00 0.00 0.00 0.0 *Warning: using yesterdays min* 1 8 25.00 12.00 0.01 0.00 0.0 1 9 43.00 16.00 0.08 0.00 0.0 1 10 40.00 20.00 0.00 0.00 0.0 1 11 49.00 32.00 0.32 0.00 0.0 1 12 64.00 49.00 0.66 6.61 6.6 1 13 50.00 18.00 0.47 0.00 6.6 1 14 20.00 11.00 0.00 0.00 6.6 1 15 24.00 11.00 0.00 0.00 6.6 1 16 31.00 24.00 0.00 0.00 6.6 1 17 30.00 15.00 0.00 0.00 6.6 1 18 34.00 8.00 0.00 0.00 6.6 1 19 41.00 13.00 0.06 0.00 6.6 1 20 48.00 27.00 0.04 0.00 6.6 1 21 49.00 29.00 0.00 0.00 6.6 1 22 51.00 40.00 0.54 0.13 6.7 1 23 53.00 42.00 0.36 0.68 7.4 1 24 43.00 31.00 0.00 0.00 7.4 1 25 34.00 23.00 0.00 0.00 7.4 1 26 41.00 18.00 0.00 0.00 7.4 1 27 55.00 24.00 0.26 0.87 8.3 1 28 52.00 36.00 0.26 0.30 8.6 1 29 45.00 27.00 0.00 0.00 8.6 1 30 33.00 19.00 0.01 0.00 8.6 1 31 31.00 13.00 0.01 0.00 8.6 2 1 38.00 27.00 0.15 0.00 8.6 2 2 37.00 17.00 0.04 0.00 8.6 2 3 31.00 13.00 0.00 0.00 8.6 2 4 32.00 29.00 0.35 0.00 8.6 2 5 34.00 17.00 0.05 0.00 8.6 2 6 34.00 18.00 0.07 0.00 8.6 2 7 33.00 23.00 0.01 0.00 8.6 2 8 30.00 18.00 0.01 0.00 8.6 2 9 35.00 14.00 0.00 0.00 8.6 2 10 39.00 30.00 0.82 0.00 8.6 2 11 44.00 36.00 0.08 0.00 8.6 2 12 46.00 33.00 0.00 0.00 8.6 2 13 38.00 21.00 0.00 0.00 8.6 2 14 44.00 31.00 0.16 0.00 8.6 2 15 66.00 40.00 0.77 5.75 14.3 2 16 56.00 35.00 0.03 1.40 15.7 2 17 37.00 25.00 0.09 0.00 15.7 2 18 45.00 27.00 0.32 0.00 15.7 2 19 42.00 28.00 0.25 0.00 15.7 2 20 62.00 39.00 0.01 3.91 19.7 2 21 81.00 46.00 0.24 14.08 33.7 2 22 54.00 37.00 0.34 0.84 34.6 2 23 41.00 36.00 0.14 0.00 34.6 2 24 49.00 41.00 0.94 0.00 34.6 2 25 46.00 42.00 0.01 0.00 34.6 2 26 51.00 35.00 0.01 0.11 34.7 2 27 58.00 26.00 0.00 1.74 36.4 2 28 61.00 31.00 0.00 2.95 39.4 3 1 55.00 39.00 1.41 1.23 40.6 3 2 46.00 32.00 0.03 0.00 40.6 3 3 42.00 33.00 0.00 0.00 40.6 3 4 44.00 31.00 0.00 0.00 40.6 3 5 43.00 27.00 0.00 0.00 40.6 3 6 42.00 21.00 0.12 0.00 40.6 3 7 39.00 31.00 0.07 0.00 40.6 3 8 40.00 30.00 0.00 0.00 40.6 3 9 39.00 30.00 0.00 0.00 40.6 3 10 44.00 28.00 0.00 0.00 40.6 3 11 44.00 22.00 0.00 0.00 40.6 3 12 36.00 24.00 0.06 0.00 40.6 3 13 38.00 30.00 0.02 0.00 40.6 3 14 37.00 28.00 0.00 0.00 40.6 3 15 42.00 28.60 0.00 0.00 40.6 Pn 3 16 40.00 30.00 0.00 0.00 40.6 3 17 46.00 25.00 0.00 0.00 40.6 3 18 54.00 25.00 0.00 0.64 41.2 3 19 52.00 30.00 0.00 0.26 41.5 3 20 34.00 28.00 0.00 0.00 41.5 3 21 33.00 29.00 0.11 0.00 41.5 3 22 46.00 31.00 0.68 0.00 41.5 3 23 44.00 31.00 0.00 0.00 41.5 3 24 48.00 30.00 0.00 0.00 41.5 3 25 44.00 26.00 0.00 0.00 41.5 3 26 49.00 26.00 0.00 0.00 41.5 3 27 42.00 29.00 0.06 0.00 41.5 3 28 45.00 35.00 0.13 0.00 41.5 3 29 60.00 43.00 0.03 3.50 45.0 3 30 55.00 40.00 0.02 1.27 46.3 3 31 59.00 30.00 0.00 2.20 48.5 4 1 56.00 41.00 0.37 1.69 50.2 4 2 43.00 32.00 0.59 0.00 50.2 4 3 43.00 31.00 0.15 0.00 50.2 4 4 53.00 37.00 0.08 0.56 50.7 4 5 43.00 29.00 0.00 0.00 50.7 4 6 63.00 30.00 0.00 3.62 54.3 4 7 50.00 34.00 0.00 0.00 54.3 4 8 45.00 25.00 0.00 0.00 54.3 4 9 42.00 30.00 0.05 0.00 54.3 4 10 49.00 32.00 0.04 0.00 54.3 4 11 56.00 35.00 0.01 1.40 55.8 4 12 73.00 39.00 0.01 8.75 64.5 4 13 85.00 51.00 0.00 18.00 82.5 4 14 86.00 52.00 0.01 19.00 101.5 4 15 55.00 38.00 1.51 1.19 102.7 4 16 47.00 38.00 0.25 0.00 102.7 4 17 42.00 36.00 0.00 0.00 102.7 4 18 55.00 34.00 0.13 1.06 103.8 4 19 48.00 39.00 0.04 0.00 103.8 4 20 56.00 35.00 0.00 1.40 105.2 4 21 60.00 31.00 0.00 2.59 107.7 4 22 66.00 36.00 0.00 5.29 113.0 4 23 70.00 38.00 0.00 7.25 120.3 4 24 64.00 46.00 0.75 5.82 126.1 4 25 62.00 50.00 0.03 6.00 132.1 4 26 67.00 47.00 0.10 7.50 139.6 4 27 60.00 49.00 0.19 4.63 144.2 4 28 70.00 42.00 0.09 7.87 152.1 4 29 49.00 40.00 0.00 0.00 152.1 4 30 69.00 40.00 0.00 7.09 159.2 5 1 82.00 42.00 0.00 13.55 172.7 5 2 88.00 46.00 0.00 17.53 190.3 5 3 92.00 60.00 0.00 25.39 215.7 5 4 86.00 64.00 0.00 25.00 240.7 5 5 72.00 56.00 0.19 14.00 254.7 5 6 59.00 53.00 0.08 6.00 260.7 5 7 72.00 47.00 0.00 9.95 270.6 1st egg laying by ow females 5 8 76.00 51.00 0.00 13.50 284.1 5 9 79.00 50.00 0.06 14.50 298.6 5 10 76.00 52.00 0.45 14.00 312.6 5 11 76.00 55.00 0.24 15.50 328.1 5 12 68.00 50.00 0.63 9.00 337.1 5 13 58.00 51.00 0.97 4.50 341.6 5 14 78.00 53.00 0.01 15.50 357.1 5 15 88.00 62.00 0.45 25.00 382.1 5 16 64.00 58.00 0.55 11.00 393.1 5 17 67.00 58.00 0.22 12.50 405.6 5 18 67.00 50.00 1.01 8.50 414.1 5 19 57.00 47.00 0.05 2.72 416.8 5 20 81.00 58.00 0.01 19.50 436.3 5 21 79.00 55.00 0.21 17.00 453.3 5 22 63.00 61.00 0.40 12.00 465.3 5 23 77.00 60.00 0.01 18.50 483.8 5 24 85.00 55.00 0.00 20.00 503.8 5 25 87.00 53.00 0.02 20.00 523.8 Peak (ca. 50%) egg laying by ow females; 1st adult emerge 1st gen 5 26 92.00 64.00 0.02 27.35 551.2 5 27 76.00 62.00 0.02 19.00 570.2 1st egg laying by 1st gen females 5 28 72.00 58.00 0.02 15.00 585.2 5 29 87.00 66.00 0.00 26.50 611.7 5 30 80.00 68.00 0.01 24.00 635.7 5 31 71.00 63.00 0.05 17.00 652.7 6 1 86.00 68.00 0.00 27.00 679.7 6 2 85.00 70.00 0.22 27.50 707.2 6 3 68.90 67.00 0.00 17.95 725.1 Px 6 4 76.10 50.40 0.00 13.25 738.4 Px Pn 6 5 78.70 47.00 0.00 13.25 751.6 Px Pn 6 6 71.10 49.90 0.00 10.50 762.1 Px Pn Peak adult emerge 1st gen 6 7 78.90 52.80 0.00 15.85 778.0 Px Pn 6 8 82.00 55.00 0.00 18.50 796.5 6 9 82.00 60.00 0.05 21.00 817.5 6 10 70.00 57.00 1.36 13.50 831.0 6 11 70.00 54.00 0.42 12.00 843.0 6 12 77.00 48.00 0.10 12.72 855.7 6 13 80.00 66.00 0.10 23.00 878.7 6 14 85.00 61.00 0.00 23.00 901.7 6 15 80.00 60.00 0.00 20.00 921.7 6 16 85.00 53.00 0.00 19.00 940.7 6 17 88.00 60.00 0.00 24.00 964.7 6 18 96.00 66.00 0.17 29.20 993.9 6 19 84.00 68.00 0.17 26.00 1019.9 Peak egg laying by 1st gen females; max 2+ gens. 6 20 81.00 61.00 0.13 21.00 1040.9 6 21 84.00 66.00 0.11 25.00 1065.9 6 22 73.00 64.00 0.66 18.50 1084.4 6 23 68.00 62.00 0.02 15.00 1099.4 6 24 86.00 65.00 0.09 25.50 1124.9 6 25 78.00 59.00 0.00 18.50 1143.4 6 26 79.30 51.00 0.00 15.15 1158.5 Px 6 27 124.50 58.70 0.00 29.27 1187.8 Px Pn 6 28 83.50 64.50 0.00 24.00 1211.8 Px Pn 6 29 89.00 66.00 0.00 27.41 1239.2 6 30 93.00 65.00 0.00 28.09 1267.3 Peak adult emerge 2nd gen; max 3+ gens. 7 1 94.00 67.00 0.00 29.27 1296.6 7 2 95.00 70.00 0.00 30.88 1327.5 7 3 95.00 73.00 0.00 32.26 1359.7 7 4 92.00 71.00 3.18 30.74 1390.5 7 5 89.00 71.00 0.12 29.90 1420.4 7 6 84.00 69.00 0.01 26.50 1446.9 7 7 77.00 55.00 0.00 16.00 1462.9 7 8 83.00 54.00 0.00 18.50 1481.4 7 9 88.00 56.00 0.00 22.00 1503.4 Peak egg laying by 2nd gen females; max 4+ gens. 7 10 91.00 61.00 0.00 25.59 1529.0 7 11 85.00 67.00 0.00 26.00 1555.0 7 12 84.00 58.00 0.00 21.00 1576.0 7 13 86.00 57.00 0.00 21.50 1597.5 Pn 7 14 88.00 63.00 0.24 25.50 1623.0 7 15 84.00 70.00 0.24 27.00 1650.0 7 16 92.00 68.00 0.01 29.29 1679.3 7 17 81.00 68.00 0.71 24.50 1703.8 7 18 84.00 63.00 0.00 23.50 1727.3 7 19 85.00 56.00 0.00 20.50 1747.8 Peak adult emerge 3rd gen; max 5 gens. 7 20 84.00 60.00 0.01 22.00 1769.8 7 21 70.00 59.00 1.95 14.50 1784.3 7 22 77.00 63.00 1.14 20.00 1804.3 7 23 79.00 68.00 3.62 23.50 1827.8 7 24 76.00 71.00 1.57 23.50 1851.3 7 25 80.00 70.00 1.83 25.00 1876.3 7 26 86.00 68.00 0.00 27.00 1903.3 7 27 86.00 67.00 0.01 26.50 1929.8 7 28 83.00 65.00 0.00 24.00 1953.8 7 29 83.00 60.00 0.00 21.50 1975.3 7 30 75.00 61.00 0.06 18.00 1993.3 Peak egg laying by 3rd gen females; max 6+ gens. 7 31 78.00 66.00 0.36 22.00 2015.3 8 1 84.00 69.00 0.26 26.50 2041.8 8 2 78.00 69.00 0.40 23.50 2065.3 8 3 81.00 70.00 1.76 25.50 2090.8 8 4 88.00 67.00 0.56 27.50 2118.3 8 5 91.00 66.00 0.00 28.05 2146.3 8 6 93.00 69.00 0.00 30.01 2176.3 8 7 89.00 70.00 0.55 29.40 2205.7 8 8 86.00 68.00 0.22 27.00 2232.7 8 9 88.00 68.00 0.00 28.00 2260.7 Peak adult emerge 4th gen; max 6+ gens. 8 10 88.00 66.00 0.56 27.00 2287.7 8 11 84.00 69.00 0.02 26.50 2314.2 8 12 83.00 68.00 0.06 25.50 2339.7 8 13 79.00 68.00 0.01 23.50 2363.2 8 14 80.00 66.00 0.01 23.00 2386.2 8 15 89.00 68.00 0.01 28.41 2414.6 8 16 89.00 66.00 0.00 27.41 2442.0 Pn 8 17 90.00 71.00 0.62 30.22 2472.3 8 18 83.00 69.00 0.93 26.00 2498.3 Peak egg laying by 4th gen females; max 7+ gens. 8 19 70.00 66.00 0.01 18.00 2516.3 8 20 74.00 65.00 0.00 19.50 2535.8 8 21 75.00 67.00 0.57 21.00 2556.8 8 22 84.00 67.00 0.01 25.50 2582.3 8 23 79.00 60.00 0.00 19.50 2601.8 8 24 82.00 54.00 0.00 18.00 2619.8 8 25 79.00 58.00 0.00 18.50 2638.3 8 26 83.00 60.00 0.00 21.50 2659.8 8 27 90.00 66.00 0.00 27.75 2687.5 8 28 94.00 70.00 0.00 30.69 2718.2 8 29 93.00 71.00 0.00 30.96 2749.2 Peak adult emerge 5th gen; max 8+ gens. 8 30 89.00 72.00 0.00 30.40 2779.6 8 31 78.00 69.00 0.17 23.50 2803.1 9 1 73.00 66.00 0.01 19.50 2822.6 9 2 86.00 69.00 0.01 27.50 2850.1 9 3 94.00 70.00 0.00 30.69 2880.8 9 4 93.00 68.00 0.00 29.53 2910.3 9 5 93.00 71.00 0.00 30.96 2941.3 9 6 93.00 70.00 0.13 30.49 2971.7 Peak egg laying by 5th gen females; max 9+ gens. 9 7 84.00 68.00 0.13 26.00 2997.7 9 8 71.00 55.00 1.09 13.00 3010.7 9 9 56.00 52.00 2.01 4.00 3014.7 9 10 64.00 52.00 0.26 8.00 3022.7 9 11 70.00 61.00 0.08 15.50 3038.2 9 12 74.00 65.00 0.04 19.50 3057.7 9 13 78.00 71.00 0.01 24.50 3082.2 9 14 75.00 69.00 0.04 22.00 3104.2 9 15 80.00 64.00 0.04 22.00 3126.2 9 16 82.00 61.00 0.00 21.50 3147.7 9 17 73.00 64.00 0.79 18.50 3166.2 9 18 84.00 69.00 0.42 26.50 3192.7 9 19 82.00 64.00 0.00 23.00 3215.7 9 20 80.00 59.00 0.00 19.50 3235.2 9 21 72.00 66.00 0.14 19.00 3254.2 9 22 70.00 57.00 0.04 13.50 3267.7 9 23 62.00 55.00 0.04 8.50 3276.2 9 24 66.00 58.00 1.04 12.00 3288.2 9 25 66.00 57.00 0.09 11.50 3299.7 9 26 80.00 65.00 0.47 22.50 3322.2 9 27 66.00 55.00 0.64 10.50 3332.7 9 28 71.00 56.00 0.01 13.50 3346.2 9 29 72.00 52.00 0.01 12.00 3358.2 9 30 73.00 47.00 0.00 10.44 3368.7 10 1 81.00 55.00 0.00 18.00 3386.7 10 2 78.00 63.00 0.00 20.50 3407.2 10 3 76.00 58.00 0.00 17.00 3424.2 10 4 79.00 57.00 0.21 18.00 3442.2 10 5 70.00 56.00 0.00 13.00 3455.2 10 6 70.00 62.00 0.01 16.00 3471.2 10 7 86.00 68.00 0.00 27.00 3498.2 10 8 78.00 70.00 0.02 24.00 3522.2 10 9 79.00 68.00 0.02 23.50 3545.7 10 10 82.00 68.00 0.69 25.00 3570.7 10 11 73.00 66.00 0.18 19.50 3590.2 10 12 66.00 49.00 0.09 7.60 3597.8 10 13 59.40 45.00 0.00 3.50 3601.3 Px 10 14 53.90 37.90 0.00 0.84 3602.1 Px Pn 10 15 62.00 52.00 0.05 7.00 3609.1 10 16 58.00 42.00 0.00 2.55 3611.7 10 17 63.00 38.00 0.00 4.23 3615.9 10 18 53.00 39.00 0.00 0.60 3616.5 10 19 59.00 32.00 0.06 2.29 3618.8 10 20 63.00 46.00 0.12 5.34 3624.1 10 21 48.00 40.00 0.10 0.00 3624.1 10 22 56.00 36.00 0.00 1.44 3625.6 10 23 65.00 38.00 0.00 5.07 3630.6 10 24 52.00 42.00 0.00 0.39 3631.0 10 25 51.00 32.00 0.00 0.10 3631.1 10 26 48.00 34.00 0.69 0.00 3631.1 10 27 45.00 42.00 0.32 0.00 3631.1 10 28 51.00 42.00 0.12 0.14 3631.3 10 29 55.00 43.00 0.05 1.44 3632.7 10 30 57.00 36.00 0.00 1.78 3634.5 10 31 67.00 39.00 0.00 6.06 3640.6 11 1 72.00 50.00 0.47 11.00 3651.6 11 2 65.00 53.00 1.69 9.00 3660.6 11 3 54.00 44.00 0.01 1.12 3661.7 11 4 53.00 32.00 0.78 0.49 3662.2 11 5 51.00 44.00 0.95 0.16 3662.3 11 6 54.00 48.00 0.05 1.51 3663.8 11 7 60.00 45.00 0.00 3.77 3667.6 11 8 51.00 36.00 0.01 0.11 3667.7 11 9 44.00 35.00 0.85 0.00 3667.7 11 10 44.00 32.00 0.00 0.00 3667.7 11 11 44.00 27.00 0.00 0.00 3667.7 11 12 46.00 27.00 0.77 0.00 3667.7 11 13 44.00 38.00 0.64 0.00 3667.7 11 14 40.00 32.00 0.00 0.00 3667.7 11 15 32.00 26.00 0.33 0.00 3667.7 11 16 39.00 32.00 0.59 0.00 3667.7 11 17 49.70 31.00 0.00 0.00 3667.7 Px Pn 11 18 41.00 32.10 0.00 0.00 3667.7 Pn 11 19 50.00 36.00 0.00 0.00 3667.7 11 20 45.00 38.00 0.00 0.00 3667.7 11 21 44.00 27.00 0.00 0.00 3667.7 11 22 30.00 19.00 0.00 0.00 3667.7 11 23 30.00 15.00 0.00 0.00 3667.7 11 24 42.00 24.00 1.35 0.00 3667.7 11 25 54.00 34.00 0.07 0.78 3668.5 11 26 48.00 38.00 0.30 0.00 3668.5 11 27 40.00 33.00 0.00 0.00 3668.5 11 28 34.00 32.00 0.00 0.00 3668.5 11 29 39.00 29.00 0.00 0.00 3668.5 11 30 38.00 33.00 0.00 0.00 3668.5 12 1 41.00 30.00 0.54 0.00 3668.5 12 2 49.00 40.00 0.01 0.00 3668.5 12 3 51.00 42.00 0.01 0.14 3668.6 12 4 42.00 28.00 0.00 0.00 3668.6 12 5 34.00 19.00 0.00 0.00 3668.6 12 6 39.00 22.00 0.00 0.00 3668.6 12 7 37.00 21.00 0.00 0.00 3668.6 12 8 35.00 18.00 0.00 0.00 3668.6 12 9 31.00 21.00 0.00 0.00 3668.6 12 10 35.00 19.00 0.00 0.00 3668.6 12 11 36.00 15.00 0.00 0.00 3668.6 12 12 42.00 30.00 0.00 0.00 3668.6 12 13 43.30 30.30 0.00 0.00 3668.6 Px Pn 12 14 41.00 32.00 0.38 0.00 3668.6 12 15 51.00 41.00 1.14 0.14 3668.8 12 16 43.00 37.00 0.07 0.00 3668.8 12 17 47.00 38.00 0.01 0.00 3668.8 12 18 40.00 27.00 0.00 0.00 3668.8 12 19 43.00 21.00 0.00 0.00 3668.8 12 20 41.00 27.00 0.79 0.00 3668.8 12 21 63.00 43.00 0.32 4.83 3673.6 12 22 45.00 38.00 0.07 0.00 3673.6 12 23 44.00 36.00 0.19 0.00 3673.6 12 24 40.00 33.00 0.01 0.00 3673.6 12 25 38.00 26.00 0.00 0.00 3673.6 12 26 45.00 24.00 0.00 0.00 3673.6 12 27 45.00 25.00 0.92 0.00 3673.6 12 28 47.00 38.00 0.09 0.00 3673.6 12 29 47.00 38.00 0.01 0.00 3673.6 12 30 42.00 31.00 0.00 0.00 3673.6 12 31 41.00 30.00 0.87 0.00 3673.6 Extended Seasonal Forecast: NOAA NMME 7-month 1910 AR409 PRISM_rev1_4km 2012-2021