Online Phenology Models and Degree-day Calculator
eggsimmaturedamageadult
spongy moth egg hatch [mixed oak]
invasive insect model of Russo et al 1993


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: spongy moth egg hatch [mixed oak] Type: invasive insect Model source/other links: Russo et al 1993 Calculation method: double sine Lower threshold: 37.4 degrees Fahrenheit Upper threshold: 104 degrees Fahrenheit Directions for starting/BIOFIX: calendar date No starting/BIOFIX date, set to: default date 1 1 Ending date: 7 0 Model validation status: partly validated Region of known use: East Coast US ==============================EVENTS TABLE================================ 1. 571 DDs after Jan 1: Egg mass eclosion (hatch) ==============================MODEL OUTPUT================================ Weather station: 2017 AT531 APRSWXNET Opelika KI4TXI AL Lat32.4486 Long:-85.3653 Elev:492 mn day max min precip DD37 CUMDD37 event -- --- ----- ----- ------ ---- ------- ------- 1 1 65.00 47.00 2.82 9.30 9.3 * START * 1 2 67.00 62.00 3.19 26.60 35.9 1 3 68.00 56.00 0.00 24.35 60.3 1 4 62.00 45.00 0.00 17.60 77.9 1 5 62.00 34.00 0.10 11.11 89.0 1 6 52.00 36.00 1.12 9.26 98.2 1 7 39.00 26.00 0.00 2.61 100.8 1 8 44.00 20.00 0.00 0.86 101.7 1 9 49.90 23.20 0.00 2.73 104.4 Vx Vn 1 10 66.00 34.00 0.00 9.15 113.6 1 11 75.00 55.00 0.00 25.35 138.9 1 12 78.00 50.00 0.00 25.85 164.8 1 13 84.00 49.00 0.00 27.60 192.4 1 14 81.00 48.00 0.00 27.85 220.2 1 15 78.00 48.00 0.00 26.35 246.6 1 16 78.00 53.00 0.00 28.10 274.7 1 17 80.00 52.00 0.00 28.10 302.8 1 18 78.00 58.00 0.00 31.10 333.9 1 19 78.00 52.00 0.09 27.60 361.5 1 20 76.00 62.00 0.74 32.10 393.6 1 21 69.00 60.00 0.80 28.85 422.4 1 22 68.00 51.00 0.10 22.35 444.8 1 23 67.00 51.00 0.02 21.85 466.6 1 24 67.00 43.00 0.00 17.60 484.2 1 25 78.00 38.00 0.09 17.85 502.1 1 26 69.00 43.00 0.00 20.85 522.9 1 27 52.00 33.00 0.00 10.14 533.1 1 28 48.00 34.00 0.00 5.28 538.3 1 29 60.00 29.00 0.00 6.30 544.6 1 30 64.00 31.00 0.00 10.36 555.0 1 31 76.00 34.00 0.00 15.05 570.1 2 1 75.00 43.00 0.00 21.85 591.9 Egg mass eclosion (hatch) 2 2 76.00 47.00 0.00 23.85 615.8 2 3 59.00 42.00 0.00 17.35 633.1 2 4 63.00 34.00 0.00 10.62 643.7 2 5 54.00 38.00 0.07 10.85 654.6 2 6 70.00 52.00 0.00 19.60 674.2 2 7 69.00 53.00 0.83 23.85 698.0 2 8 76.00 54.00 0.01 25.85 723.9 2 9 70.00 37.00 0.01 17.62 741.5 2 10 70.00 32.00 0.00 14.48 756.0 2 11 81.00 38.00 0.00 19.35 775.3 2 12 78.00 62.00 0.00 33.35 808.7 2 13 78.00 46.00 0.00 24.60 833.3 2 14 79.00 39.00 0.07 21.35 854.6 2 15 66.00 48.00 0.07 22.85 877.5 2 16 66.00 35.00 0.00 13.39 890.9 2 17 74.00 32.00 0.03 14.48 905.3 2 18 68.00 49.00 0.01 22.60 927.9 2 19 80.00 50.00 0.00 24.60 952.5 2 20 81.00 46.00 0.00 25.85 978.4 2 21 69.00 55.00 1.65 27.60 1006.0 2 22 75.00 62.00 0.01 29.60 1035.6 2 23 81.00 58.00 0.00 30.60 1066.2 2 24 85.00 54.00 0.00 31.10 1097.3 2 25 74.00 47.00 0.00 25.85 1123.1 2 26 72.00 31.00 0.00 15.68 1138.8 2 27 69.00 46.00 0.45 20.85 1159.7 2 28 73.00 58.00 0.01 27.10 1186.8 3 1 85.00 61.00 0.21 32.60 1219.4 3 2 66.00 44.00 0.01 22.35 1241.7 3 3 70.00 32.00 0.00 13.50 1255.2 3 4 72.00 35.00 0.00 15.86 1271.1 3 5 71.00 38.00 0.00 17.35 1288.4 3 6 79.00 56.00 0.00 28.10 1316.5 3 7 77.00 55.00 0.43 29.10 1345.6 3 8 78.00 46.00 0.01 24.35 1370.0 3 9 82.00 39.00 0.05 22.10 1392.1 3 10 79.00 54.00 0.00 29.85 1421.9 3 11 75.00 41.00 0.11 21.60 1443.5 3 12 51.00 43.00 0.11 15.60 1459.1 3 13 44.80 41.60 0.00 7.35 1466.5 Vx Vn 3 14 52.00 39.40 0.00 6.50 1473.0 Vn 3 15 53.00 31.00 0.00 5.88 1478.9 3 16 62.00 24.00 0.00 7.15 1486.0 3 17 75.00 34.00 0.00 14.31 1500.3 3 18 70.00 54.00 0.00 25.85 1526.2 3 19 78.00 39.00 0.00 19.10 1545.3 3 20 85.00 41.00 0.00 23.85 1569.1 3 21 91.00 56.00 0.00 34.60 1603.7 3 22 87.00 55.00 0.00 34.60 1638.3 3 23 77.00 56.00 0.00 31.60 1669.9 3 24 84.00 60.00 0.00 32.85 1702.8 3 25 84.00 59.00 0.26 34.10 1736.9 3 26 84.00 59.00 0.04 34.10 1771.0 3 27 86.00 60.00 0.00 35.10 1806.1 3 28 87.00 66.00 0.00 38.85 1844.9 3 29 89.00 60.00 0.00 36.60 1881.5 3 30 80.60 56.00 0.03 33.00 1914.5 Vx 3 31 82.00 55.00 0.02 30.75 1945.3 4 1 90.00 50.00 0.00 30.60 1975.9 4 2 93.00 51.00 0.00 33.85 2009.7 4 3 72.00 63.00 0.00 35.35 2045.1 4 4 76.80 52.50 0.00 26.05 2071.1 Hx Hn 4 5 76.00 61.00 0.14 31.30 2102.4 4 6 70.00 50.00 0.00 24.10 2126.5 Vn 4 7 74.00 45.00 0.00 21.10 2147.6 4 8 80.00 38.00 0.00 20.10 2167.7 4 9 86.00 41.00 0.00 24.60 2192.3 4 10 87.00 46.00 0.00 28.85 2221.2 4 11 86.00 53.00 0.00 32.35 2253.5 4 12 86.00 55.00 0.00 33.10 2286.6 4 13 90.00 54.00 0.00 33.60 2320.2 4 14 89.00 55.00 0.00 34.85 2355.1 4 15 87.00 60.00 0.00 36.60 2391.7 4 16 88.00 60.00 0.00 36.35 2428.0 4 17 90.00 61.00 0.00 37.60 2465.6 4 18 91.00 56.00 0.00 35.85 2501.5 4 19 89.00 64.00 0.00 39.60 2541.1 4 20 94.00 61.00 0.00 38.85 2579.9 4 21 95.00 61.00 0.00 40.35 2620.3 4 22 89.00 57.00 0.16 37.10 2657.4 4 23 73.00 57.00 0.14 31.60 2689.0 4 24 71.00 55.00 0.00 26.10 2715.1 4 25 87.00 54.00 0.00 29.10 2744.2 4 26 86.00 52.00 1.31 31.85 2776.0 4 27 82.00 68.00 0.45 38.60 2814.6 4 28 90.00 71.00 0.00 41.10 2855.7 4 29 90.00 68.00 0.00 41.60 2897.3 4 30 89.00 69.00 0.33 41.85 2939.2 5 1 79.00 55.00 0.13 32.10 2971.3 5 2 88.00 49.00 0.00 28.85 3000.1 5 3 90.00 53.00 0.21 33.60 3033.7 5 4 72.00 55.00 0.13 30.60 3064.3 5 5 57.00 51.00 0.01 20.35 3084.7 5 6 79.00 48.00 0.00 20.60 3105.3 5 7 83.00 50.00 0.00 28.10 3133.4 5 8 88.00 47.00 0.00 28.85 3162.2 5 9 93.00 54.00 0.00 34.85 3197.1 5 10 94.00 60.00 0.00 39.35 3236.4 5 11 92.00 61.00 0.00 39.60 3276.0 5 12 89.00 65.00 0.99 40.35 3316.4 5 13 86.00 64.00 0.06 38.35 3354.7 5 14 91.00 60.00 0.00 36.85 3391.6 5 15 94.00 59.00 0.00 38.35 3429.9 5 16 97.00 60.00 0.00 40.35 3470.3 5 17 94.00 63.00 0.00 41.85 3512.1 5 18 93.00 71.00 0.00 44.85 3557.0 5 19 91.40 72.00 0.00 44.70 3601.7 Px 5 20 87.80 69.40 0.00 42.10 3643.8 Px Pn 5 21 88.00 67.10 0.15 40.10 3683.9 Pn 5 22 84.00 68.00 2.31 39.60 3723.5 5 23 73.00 69.00 0.11 36.35 3759.8 5 24 83.00 63.00 0.01 33.10 3792.9 5 25 80.00 57.00 0.01 31.85 3824.8 5 26 91.00 52.00 0.00 31.35 3856.1 5 27 89.00 60.00 0.00 37.60 3893.7 5 28 94.00 70.00 0.00 43.35 3937.1 5 29 88.00 69.00 0.04 42.60 3979.7 5 30 87.00 71.00 0.03 41.85 4021.5 5 31 86.00 70.00 0.03 40.85 4062.4 6 1 88.00 68.00 0.20 40.10 4102.5 6 2 92.00 69.00 0.00 42.10 4144.6 6 3 92.00 68.00 0.00 42.60 4187.2 6 4 92.00 73.00 0.40 45.10 4232.3 6 5 85.00 73.00 0.28 43.35 4275.6 6 6 83.00 72.00 0.10 40.60 4316.2 6 7 85.00 69.00 0.00 39.10 4355.3 6 8 88.00 64.00 0.00 37.85 4393.2 6 9 91.00 62.00 0.00 38.35 4431.5 6 10 93.00 64.00 0.00 40.60 4472.1 6 11 96.00 70.00 0.00 44.85 4517.0 6 12 89.00 70.60 0.16 44.15 4561.1 Pn 6 13 91.00 70.00 0.01 42.60 4603.7 6 14 93.00 71.00 0.00 44.10 4647.8 6 15 97.00 68.00 0.50 44.10 4691.9 6 16 91.00 68.00 0.00 43.60 4735.5 6 17 92.00 70.00 0.10 43.35 4778.9 6 18 93.00 72.00 0.01 44.85 4823.7 6 19 93.00 71.00 0.05 44.60 4868.3 6 20 79.00 74.00 0.40 42.60 4910.9 6 21 79.00 73.00 0.46 38.60 4949.5 6 22 85.00 74.00 0.03 40.60 4990.1 6 23 94.00 73.00 0.05 43.85 5034.0 6 24 88.00 74.00 1.53 45.10 5079.1 6 25 87.00 67.00 0.00 39.85 5118.9 6 26 91.00 64.00 0.00 39.10 5158.0 6 27 89.00 66.00 0.00 40.60 5198.6 6 28 94.00 66.00 0.04 41.35 5240.0 6 29 85.00 74.00 0.96 44.35 5284.3 6 30 85.00 73.00 0.44 41.60 5325.9 Forecast using: 1910 AT531 PRISM_rev1_4km 2007-2016 AVERAGES Lat32.4486 Long-85.3653 DD50
spongy moth egg hatch model - Russo et al 1993
Location: 2017 AT531 Opelika KI4TXI AL
1910 AT531 PRISM_rev1_4km 2007-2016 AVERAGES
DateDDsEvent
 2-1-17 592Egg mass eclosion (hatch)
degree-day graph of spongy moth egg hatch [mixed oak] Russo et al 1993