Disease	Deficiency	Advice	Warning
Apple___Apple_scab	Potassium	Apply potassium-rich fertilizer, improve airflow	Reduced fruit quality and yield
Apple___Black_rot	Potassium	Prune infected parts, add potash	Fruit rot may spread rapidly
Apple___Cedar_apple_rust	Potassium	Use balanced NPK fertilizer	Severe leaf drop possible
Apple___healthy	No deficiency	Maintain regular nutrition	Poor care may invite disease
Cauliflower_Black_Rot	Phosphorus	Improve soil drainage, add phosphorus	Crop failure risk
Cauliflower_Healthy	No deficiency	Continue balanced fertilization	Nutrient imbalance may occur
Cherry_Powdery_mildew	Potassium	Spray fungicide, increase potassium	Reduced photosynthesis
Cherry_healthy	No deficiency	Maintain soil health	Future disease susceptibility
Corn_Cercospora_leaf_spot	Potassium	Apply potash, rotate crops	Yield loss
Corn_Common_rust	Potassium	Use resistant varieties, fertilize properly	Weak plants
Corn_Northern_Leaf_Blight	Potassium	Balanced fertilization, fungicide	Stunted growth
Corn_healthy	No deficiency	Monitor regularly	Stress can cause infection
Cotton_Aphids	Nitrogen	Apply nitrogen carefully, control pests	Heavy infestation
Cotton_Bacterial_Blight	Phosphorus	Improve soil nutrition, use clean seeds	Plant death
Cotton_Healthy	No deficiency	Continue best practices	Yield decline if neglected
Cotton_Powdery_Mildew	Potassium	Increase potassium, spray fungicide	Poor boll development
Cotton_Target_spot	Potassium	Balanced nutrients, disease monitoring	Leaf damage
Grape_Black_rot	Potassium	Prune vines, add potash	Fruit spoilage
Grape_Esca	Potassium	Improve vine nutrition, remove infected vines	Vine death
Grape_Leaf_blight	Potassium	Potassium application, fungicide	Yield reduction
Grape_healthy	No deficiency	Maintain vineyard hygiene	Disease outbreak risk
Jackfruit_Algal_Leaf_Spot	Potassium	Improve potassium and drainage	Leaf damage
Jackfruit_Black_Spot	Potassium	Use fungicide, balanced nutrition	Fruit loss
Jackfruit_Healthy	No deficiency	Continue good care	Future stress issues
Mango_Anthracnose	Potassium	Spray fungicide, add potassium	Fruit rot
Mango_Bacterial_Canker	Phosphorus	Apply phosphorus, prune affected parts	Tree weakening
Mango_Cutting_Weevil	Nitrogen	Improve nitrogen, pest control	Severe yield loss
Mango_Die_Back	Potassium	Improve soil fertility	Branch death
Mango_Gall_Midge	Nitrogen	Nitrogen management, pest control	Flower damage
Mango_Healthy	No deficiency	Maintain nutrition	Disease vulnerability
Mango_Powdery_Mildew	Potassium	Potassium fertilizer, fungicide	Reduced flowering
Mango_Sooty_Mould	Potassium	Control insects, improve nutrition	Photosynthesis blocked
Peach_Bacterial_spot	Phosphorus	Improve phosphorus, sanitation	Fruit blemishes
Peach_healthy	No deficiency	Balanced fertilization	Reduced future yield
Pepper_Bacterial_spot	Phosphorus	Improve phosphorus, avoid overhead watering	Crop loss
Pepper_healthy	No deficiency	Maintain soil nutrients	Disease risk
Potato_Early_blight	Potassium	Add potassium, crop rotation	Tuber damage
Potato_Late_blight	Potassium	Fungicide, balanced nutrition	Total crop loss
Potato_healthy	No deficiency	Regular monitoring	Sudden disease attack
Pumpkin_Bacterial_Leaf_Spot	Phosphorus	Improve phosphorus, avoid wet leaves	Leaf damage
Pumpkin_Downy_Mildew	Potassium	Potassium fertilizer, fungicide	Plant collapse
Pumpkin_Healthy	No deficiency	Continue care	Stress-induced disease
Pumpkin_Mosaic_Disease	Zinc	Apply zinc, remove infected plants	Virus spread
Pumpkin_Powdery_Mildew	Potassium	Increase potassium	Yield reduction
Rice_BrownSpot	Potassium	Apply potash, improve soil health	Grain quality loss
Rice_Healthy	No deficiency	Maintain nutrients	Lower resistance
Rice_Hispa	Nitrogen	Nitrogen management, pest control	Leaf destruction
Rice_LeafBlast	Potassium	Potassium fertilizer, resistant varieties	Severe yield loss
Strawberry_Leaf_scorch	Potassium	Improve potassium nutrition	Leaf burn
Strawberry_healthy	No deficiency	Maintain irrigation & nutrients	Disease susceptibility
Sugarcane_Bacterial_Blights	Phosphorus	Improve phosphorus, sanitation	Cane drying
Sugarcane_Healthy	No deficiency	Continue best practices	Reduced sugar content
Sugarcane_Mosaic	Zinc	Zinc application, remove infected plants	Virus spread
Sugarcane_RedRot	Potassium	Improve potassium, destroy infected canes	Field loss
Sugarcane_Rust	Potassium	Balanced fertilization	Reduced cane growth
Sugarcane_Yellow	Nitrogen	Nitrogen supplementation	Poor growth
Tomato_Bacterial_spot	Phosphorus	Improve phosphorus, disease control	Fruit damage
Tomato_Early_blight	Potassium	Apply potassium	Leaf loss
Tomato_Late_blight	Potassium	Fungicide, proper nutrition	Total crop failure
Tomato_Leaf_Mold	Potassium	Improve ventilation, potassium	Reduced yield
Tomato_Septoria_leaf_spot	Potassium	Potassium fertilizer	Defoliation
Tomato_Spider_mites	Nitrogen	Nitrogen balance, pest control	Plant weakening
Tomato_Target_Spot	Potassium	Balanced nutrition	Fruit spots
Tomato_Yellow_Leaf_Curl_Virus	Zinc	Zinc nutrition, remove infected plants	Virus spread
Tomato_mosaic_virus	Zinc	Zinc application, sanitation	Stunted growth
Tomato_healthy	No deficiency	Maintain nutrients & hygiene	Sudden disease onset