crop_disease_outbreak_forecasting

🌾 Agriculture Soil & Crop Analytics 📦 9,184 rows × 31 cols 💾 2.2 MB ⬇ 0 downloads

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Outbreak_Record_IDMonitoring_DateFarm_IDPlot_IDHost_CropTarget_Pathogen_DiseasePathogen_ClassificationCrop_Growth_StageLeaf_Wetness_Duration_HoursAmbient_Air_Temperature_CRelative_Humidity_Mean_PctDew_Point_Temperature_CPrecipitation_7Day_Accumulated_mmCanopy_Temperature_Depression_CCanopy_Foliar_Density_IndexAirborne_Spore_Trap_CountHistorical_Disease_Incidence_PctCultivar_Host_SusceptibilityDays_Since_Last_Chemical_ApplicationLast_Applied_Protectant_TypeCanopy_Sunlight_Penetration_PctMaximum_Wind_Gust_kmhCrop_Nitrogen_Tissue_Concentration_PctAccumulated_Thermal_Degree_DaysCloud_Cover_Octas_0to8Regional_Alert_LevelDisease_Risk_Index_Score_100Forecasted_Outbreak_Occurrence_7DaysForecasted_Severity_CategoryForecasted_Incidence_Increase_PctRecommended_Action_Protocol
DIS_0000012025-10-20FARM_432PLOT_15TomatoPowdery MildewFungalRipening/Maturation10.730.7674.425.6418.65-4.763.63382.54Resistant42Triazole Systemic45.138.53.47505.94Advisory42.6NoMild16.13Intensify Field Scouting
DIS_0000022025-01-25FARM_849PLOT_30RicePowdery MildewFungalVegetative7.519.4566.512.756.56-0.532.87289.3Resistant55None Applied34.142.84.89941.36Advisory37.13NoMild14.52Intensify Field Scouting
DIS_0000032026-05-27FARM_851PLOT_08WheatLate BlightFungalRipening/Maturation3.524.2178.819.9718.19-2.123.34244.61Moderately Susceptible29None Applied69.133.03.78890.42Advisory32.12NoMild17.08Intensify Field Scouting
DIS_0000042026-04-25FARM_916PLOT_08CottonPowdery MildewFungalRipening/Maturation4.813.1173.67.8327.660.274.38299.46Moderately Susceptible48Triazole Systemic62.423.63.31859.27No Warning35.85NoMild20.26Intensify Field Scouting
DIS_0000052026-06-21FARM_682PLOT_36Corn (Maize)AnthracnoseFungalTasseling/Grain Filling3.834.8856.126.112.86-0.594.01382.19Moderately Susceptible29Biological (Trichoderma)33.322.04.5681.41Severe Outbreak Warning29.25NoNone / Minimal9.29Routine Monitoring
DIS_0000062025-06-12FARM_232PLOT_19SoybeanFusarium WiltFungalSeedling11.923.7174.018.516.47-1.31.55213.12Resistant33Triazole Systemic74.941.71.88706.80No Warning40.01NoMild19.45Intensify Field Scouting
DIS_0000072025-11-11FARM_316PLOT_09WheatBacterial BlightBacterialTasseling/Grain Filling11.622.1269.716.0616.9-0.734.65850.8Moderately Susceptible3Strobilurin Contact45.520.05.05540.86Advisory53.53NoModerate24.71Protective Preventive Fungicide
DIS_0000082026-09-04FARM_983PLOT_23CottonLeaf RustFungalVegetative6.627.1788.224.8139.77-1.64.99270.73Moderately Resistant18Biological (Trichoderma)44.28.74.75712.08Severe Outbreak Warning37.37NoMild13.41Intensify Field Scouting

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