created all plants data

disease_guide.json

@@ -17,7 +17,11 @@
       "Prune trees for better air circulation",
       "Plant resistant varieties"
     ],
-    "image_urls": ["https://yourcdn.com/apple_scab_1.jpg"],
+    "image_urls": [
+      "https://extension.umn.edu/sites/extension.umn.edu/files/styles/caption_medium/public/Apple-scab-advanced-leaves-Grabowski.jpg?itok=T4Qvttai",
+      "https://extension.umn.edu/sites/extension.umn.edu/files/styles/caption_medium/public/Apple-scab-on-fruit-grabowski.jpg?itok=tk9hY_5J",
+      "https://extension.umn.edu/sites/extension.umn.edu/files/styles/caption_medium/public/apple-scab-2.jpg?itok=kVGvqYrJ"
+    ],
     "management_tips": "Monitor trees during wet seasons and apply fungicide as needed.",
     "risk_level": "High",
     "sprayer_intervals": "Every 7-10 days during wet periods",
@@ -115,5 +119,751 @@
     "localized_tips": "Improve drainage and spacing to reduce humidity",
     "type": "Fungal",
     "external_resources": []
+  },
+  "Blueberry__healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Blueberry",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Maintain good cultural practices"],
+    "image_urls": ["https://yourcdn.com/blueberry_healthy_1.jpg"],
+    "management_tips": "Regularly inspect bushes and provide adequate watering and mulching.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive fungicide once per month if necessary",
+    "localized_tips": "Water at the base and avoid overhead irrigation",
+    "type": "None",
+    "external_resources": []
+  },
+  "Cherry_(including_sour)__Powdery_mildew": {
+    "disease_name": "Powdery Mildew",
+    "common_names": ["Cherry powdery mildew"],
+    "crop": "Cherry (including sour)",
+    "description": "A fungal disease caused by Podosphaera clandestina, affecting leaves, shoots, and fruits with white powdery growth.",
+    "symptoms": [
+      "White powdery spots on leaves and young shoots",
+      "Curling or distortion of leaves",
+      "Reduced fruit quality"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides such as sulfur or myclobutanil",
+      "Prune infected shoots and leaves"
+    ],
+    "prevention": [
+      "Ensure good air circulation through pruning",
+      "Avoid overhead irrigation"
+    ],
+    "image_urls": ["https://yourcdn.com/cherry_powdery_mildew_1.jpg"],
+    "management_tips": "Monitor during dry, warm weather and treat at first signs of infection.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 7-14 days during outbreak",
+    "localized_tips": "Avoid planting in shaded, poorly ventilated areas",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Cherry_(including_sour)__healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Cherry (including sour)",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Practice regular pruning and sanitation"],
+    "image_urls": ["https://yourcdn.com/cherry_healthy_1.jpg"],
+    "management_tips": "Monitor regularly and provide balanced fertilization for tree vigor.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive fungicide every 3-4 weeks if needed",
+    "localized_tips": "Ensure trees are spaced properly for air flow",
+    "type": "None",
+    "external_resources": []
+  },
+  "Corn_(maize)___Cercospora_leaf_spot_Gray_leaf_spot": {
+    "disease_name": "Gray Leaf Spot",
+    "common_names": ["Cercospora Leaf Spot", "Gray Leaf Spot"],
+    "crop": "Corn (maize)",
+    "description": "A fungal disease caused by Cercospora zeae-maydis, which causes rectangular lesions on corn leaves.",
+    "symptoms": [
+      "Long, narrow, rectangular gray to tan lesions on leaves",
+      "Leaf tissue death and premature blight"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides such as strobilurins or triazoles",
+      "Use crop rotation to reduce residue-borne inoculum"
+    ],
+    "prevention": [
+      "Plant resistant hybrids",
+      "Rotate crops and manage crop residue"
+    ],
+    "image_urls": ["https://yourcdn.com/corn_gray_leaf_spot.jpg"],
+    "management_tips": "Scout fields early and apply fungicides when necessary to prevent yield loss.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7-10 days if conditions favor infection",
+    "localized_tips": "Avoid continuous corn planting and use no-till residue management",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Corn_(maize)___Common_rust": {
+    "disease_name": "Common Rust",
+    "common_names": ["Corn Rust"],
+    "crop": "Corn (maize)",
+    "description": "A fungal disease caused by Puccinia sorghi, forming reddish-brown pustules on leaves.",
+    "symptoms": [
+      "Small, round, reddish-brown pustules on both leaf surfaces",
+      "Yellowing and premature leaf death"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Use fungicides like azoxystrobin or propiconazole",
+      "Use resistant hybrids"
+    ],
+    "prevention": ["Crop rotation", "Avoid overhead irrigation"],
+    "image_urls": ["https://yourcdn.com/corn_common_rust.jpg"],
+    "management_tips": "Early detection is key; apply fungicides at first signs.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 10–14 days during active rust periods",
+    "localized_tips": "Remove infected debris post-harvest",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Corn_(maize)___Northern_Leaf_Blight": {
+    "disease_name": "Northern Leaf Blight",
+    "common_names": ["NLB"],
+    "crop": "Corn (maize)",
+    "description": "Caused by Exserohilum turcicum, this disease leads to cigar-shaped lesions and premature leaf death.",
+    "symptoms": [
+      "Long, elliptical gray-green lesions on leaves",
+      "Leaf blighting and reduced grain fill"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides like pyraclostrobin or propiconazole",
+      "Destroy infected crop residue"
+    ],
+    "prevention": ["Plant resistant hybrids", "Rotate crops"],
+    "image_urls": ["https://yourcdn.com/corn_northern_leaf_blight.jpg"],
+    "management_tips": "Monitor weather and leaf conditions during humid periods.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–10 days under high pressure",
+    "localized_tips": "Use proper tillage to reduce infected debris",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Corn_(maize)___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Corn (maize)",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Use good agricultural practices and resistant hybrids"],
+    "image_urls": ["https://yourcdn.com/corn_healthy.jpg"],
+    "management_tips": "Inspect regularly and ensure balanced nutrition and watering.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive spray once per month if needed",
+    "localized_tips": "Avoid crowding and ensure proper spacing",
+    "type": "None",
+    "external_resources": []
+  },
+  "Grape___Black_rot": {
+    "disease_name": "Black Rot",
+    "common_names": ["Grape Black Rot"],
+    "crop": "Grape",
+    "description": "A fungal disease caused by Guignardia bidwellii that affects all green parts of the grapevine.",
+    "symptoms": [
+      "Small black spots on leaves and stems",
+      "Fruit mummification and shriveling"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides like mancozeb or myclobutanil",
+      "Remove and destroy infected plant parts"
+    ],
+    "prevention": ["Ensure proper canopy airflow", "Use resistant cultivars"],
+    "image_urls": ["https://yourcdn.com/grape_black_rot.jpg"],
+    "management_tips": "Remove mummified berries and infected leaves promptly.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–10 days during bloom and fruit development",
+    "localized_tips": "Use drip irrigation to avoid wet foliage",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Grape___Esca_(Black_Measles)": {
+    "disease_name": "Esca (Black Measles)",
+    "common_names": ["Esca", "Black Measles"],
+    "crop": "Grape",
+    "description": "A complex fungal disease involving multiple pathogens including Phaeomoniella and Phaeoacremonium species.",
+    "symptoms": [
+      "Interveinal leaf chlorosis and necrosis",
+      "Black spots or 'measles' on fruit",
+      "Sudden vine collapse in late summer"
+    ],
+    "cause": "Fungal",
+    "treatment": ["No effective chemical treatment; remove affected vines"],
+    "prevention": ["Avoid pruning during wet conditions", "Sterilize tools"],
+    "image_urls": ["https://yourcdn.com/grape_esca.jpg"],
+    "management_tips": "Avoid pruning wounds and maintain vine health.",
+    "risk_level": "High",
+    "sprayer_intervals": "Not applicable",
+    "localized_tips": "Discard infected wood and apply wound protectants",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Grape___Leaf_blight_(Isariopsis_Leaf_Spot)": {
+    "disease_name": "Leaf Blight (Isariopsis Leaf Spot)",
+    "common_names": ["Isariopsis Leaf Spot"],
+    "crop": "Grape",
+    "description": "Caused by the fungus Isariopsis clavispora, resulting in necrotic leaf spots and defoliation.",
+    "symptoms": [
+      "Angular brown or black spots on leaves",
+      "Leaf yellowing and premature drop"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides like mancozeb or copper-based sprays",
+      "Remove fallen leaves"
+    ],
+    "prevention": ["Ensure proper spacing", "Control canopy humidity"],
+    "image_urls": ["https://yourcdn.com/grape_leaf_blight.jpg"],
+    "management_tips": "Apply treatments before symptoms become severe.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 10–14 days during wet weather",
+    "localized_tips": "Increase airflow and use trellising",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Grape___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Grape",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Prune correctly and inspect regularly"],
+    "image_urls": ["https://yourcdn.com/grape_healthy.jpg"],
+    "management_tips": "Use fungicide preventively during wet seasons.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive fungicide every 3–4 weeks if necessary",
+    "localized_tips": "Monitor canopy humidity and avoid overhead watering",
+    "type": "None",
+    "external_resources": []
+  },
+  "Orange___Haunglongbing_(Citrus_greening)": {
+    "disease_name": "Huanglongbing (Citrus Greening)",
+    "common_names": ["Citrus Greening", "HLB"],
+    "crop": "Orange",
+    "description": "A bacterial disease caused by Candidatus Liberibacter spp., spread by the Asian citrus psyllid.",
+    "symptoms": [
+      "Yellow shoots and blotchy leaf mottling",
+      "Small, lopsided, bitter fruits",
+      "Tree decline and dieback"
+    ],
+    "cause": "Bacterial",
+    "treatment": ["No cure; remove and destroy infected trees"],
+    "prevention": [
+      "Control psyllid vectors with insecticides",
+      "Use certified disease-free planting material"
+    ],
+    "image_urls": ["https://yourcdn.com/orange_hlb.jpg"],
+    "management_tips": "Monitor psyllid populations and report suspicious trees.",
+    "risk_level": "Very High",
+    "sprayer_intervals": "Insecticides every 10–14 days in active vector areas",
+    "localized_tips": "Use screenhouses or barriers for young trees",
+    "type": "Bacterial",
+    "external_resources": [
+      {
+        "title": "HLB Management from USDA",
+        "url": "https://www.usda.gov/topics/farming/huanglongbing"
+      }
+    ]
+  },
+  "Peach___Bacterial_spot": {
+    "disease_name": "Bacterial Spot",
+    "common_names": ["Peach Bacterial Spot"],
+    "crop": "Peach",
+    "description": "A bacterial disease caused by Xanthomonas campestris pv. pruni, affecting leaves, fruit, and twigs.",
+    "symptoms": [
+      "Small, water-soaked spots on leaves that turn dark and angular",
+      "Sunken lesions on fruit leading to cracking",
+      "Twig dieback in severe infections"
+    ],
+    "cause": "Bacterial",
+    "treatment": [
+      "Apply copper-based bactericides",
+      "Prune out infected branches"
+    ],
+    "prevention": ["Use resistant cultivars", "Sanitize tools between pruning"],
+    "image_urls": ["https://yourcdn.com/peach_bacterial_spot.jpg"],
+    "management_tips": "Monitor after rain events and apply copper sprays early in the season.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–14 days during wet weather",
+    "localized_tips": "Avoid overhead irrigation to reduce leaf wetness",
+    "type": "Bacterial",
+    "external_resources": []
+  },
+  "Peach___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Peach",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Maintain proper pruning and sanitation"],
+    "image_urls": ["https://yourcdn.com/peach_healthy.jpg"],
+    "management_tips": "Ensure balanced fertilization and regular monitoring.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive spray once per month if needed",
+    "localized_tips": "Water at ground level and mulch to conserve moisture",
+    "type": "None",
+    "external_resources": []
+  },
+  "Pepper,_bell___Bacterial_spot": {
+    "disease_name": "Bacterial Spot",
+    "common_names": ["Bell Pepper Bacterial Spot"],
+    "crop": "Pepper, bell",
+    "description": "Caused by Xanthomonas euvesicatoria, this bacterial disease forms spots on leaves and fruit.",
+    "symptoms": [
+      "Circular to irregular water-soaked spots on leaves",
+      "Lesions on fruit causing scabby, cratered spots"
+    ],
+    "cause": "Bacterial",
+    "treatment": [
+      "Apply copper bactericides",
+      "Remove infected plants and debris"
+    ],
+    "prevention": [
+      "Plant certified disease-free seedlings",
+      "Avoid working when foliage is wet"
+    ],
+    "image_urls": ["https://yourcdn.com/pepper_bacterial_spot.jpg"],
+    "management_tips": "Begin sprays prior to flowering and continue through fruit set.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 7–10 days during warm, wet periods",
+    "localized_tips": "Mulch plants and improve air circulation",
+    "type": "Bacterial",
+    "external_resources": []
+  },
+  "Pepper,_bell___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Pepper, bell",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": [
+      "Provide balanced nutrients and keep soil moist but not wet"
+    ],
+    "image_urls": ["https://yourcdn.com/pepper_healthy.jpg"],
+    "management_tips": "Regular scouting and ensure good drainage.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive treatments every 3–4 weeks if needed",
+    "localized_tips": "Avoid crowding and apply mulch to stabilize soil moisture",
+    "type": "None",
+    "external_resources": []
+  },
+  "Potato___Early_blight": {
+    "disease_name": "Early Blight",
+    "common_names": ["Potato Early Blight"],
+    "crop": "Potato",
+    "description": "Fungal disease caused by Alternaria solani, infecting leaves, stems, and tubers.",
+    "symptoms": [
+      "Dark brown to black concentric ring spots on leaves",
+      "Lesions on stems and tubers"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides like chlorothalonil or azoxystrobin",
+      "Remove volunteer potato plants and infected debris"
+    ],
+    "prevention": ["Rotate crops annually", "Use certified seed potatoes"],
+    "image_urls": ["https://yourcdn.com/potato_early_blight.jpg"],
+    "management_tips": "Start sprays when foliage is 10–15 cm tall and repeat on a 7–10 day schedule.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–10 days during humid conditions",
+    "localized_tips": "Mulch to reduce soil splash and moisture on leaves",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Potato___Late_blight": {
+    "disease_name": "Late Blight",
+    "common_names": ["Potato Late Blight"],
+    "crop": "Potato",
+    "description": "Caused by Phytophthora infestans, leads to rapid plant collapse under cool, wet conditions.",
+    "symptoms": [
+      "Dark, water-soaked lesions on leaves and stems",
+      "White fungal growth under lesions in humid conditions",
+      "Rotting tubers"
+    ],
+    "cause": "Fungal‑like oomycete",
+    "treatment": [
+      "Apply fungicides such as mancozeb or metalaxyl",
+      "Remove and destroy infected foliage immediately"
+    ],
+    "prevention": [
+      "Plant late‑blight resistant varieties",
+      "Monitor weather and disease forecasts"
+    ],
+    "image_urls": ["https://yourcdn.com/potato_late_blight.jpg"],
+    "management_tips": "Begin protective sprays when conditions are favorable; reapply every 5–7 days.",
+    "risk_level": "Very High",
+    "sprayer_intervals": "Every 5–7 days in cool wet weather",
+    "localized_tips": "Avoid overhead watering and space hills for airflow",
+    "type": "Fungal‑like",
+    "external_resources": []
+  },
+  "Potato___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Potato",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Practice crop rotation and use certified seed"],
+    "image_urls": ["https://yourcdn.com/potato_healthy.jpg"],
+    "management_tips": "Ensure well‑drained soil and regular pest scouting.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive fungicide once per month if needed",
+    "localized_tips": "Avoid planting in low areas prone to pooling water",
+    "type": "None",
+    "external_resources": []
+  },
+  "Raspberry___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Raspberry",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": [
+      "Maintain proper pruning, fertilization, and site sanitation"
+    ],
+    "image_urls": ["https://yourcdn.com/raspberry_healthy.jpg"],
+    "management_tips": "Ensure good air circulation, proper mulching, and monitor for pests.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive treatments once per month, if needed",
+    "localized_tips": "Remove old canes and provide regular irrigation at the root zone",
+    "type": "None",
+    "external_resources": []
+  },
+  "Soybean___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Soybean",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Rotate crops, monitor pests and nutrient levels"],
+    "image_urls": ["https://yourcdn.com/soybean_healthy.jpg"],
+    "management_tips": "Scout fields regularly and ensure balanced soil fertility.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive fungicide once per month under wet conditions",
+    "localized_tips": "Ensure proper drainage and reduce plant density if necessary",
+    "type": "None",
+    "external_resources": []
+  },
+  "Squash___Powdery_mildew": {
+    "disease_name": "Powdery Mildew",
+    "common_names": ["Squash powdery mildew"],
+    "crop": "Squash",
+    "description": "A fungal disease caused by Podosphaera xanthii or Erysiphe cichoracearum, forming white powdery growth on leaves and stems.",
+    "symptoms": [
+      "White to gray powdery patches on leaf surfaces",
+      "Leaf yellowing, curling, and premature defoliation"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides like sulfur, myclobutanil, or potassium bicarbonate",
+      "Remove infected leaves when disease starts"
+    ],
+    "prevention": [
+      "Plant resistant varieties",
+      "Ensure good airflow and avoid overhead watering"
+    ],
+    "image_urls": ["https://yourcdn.com/squash_powdery_mildew.jpg"],
+    "management_tips": "Treat at first sign of powdery growth and repeat every 7–10 days.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 7–10 days during disease pressure",
+    "localized_tips": "Space plants widely and mulch to reduce humidity",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Strawberry___Leaf_scorch": {
+    "disease_name": "Leaf Scorch",
+    "common_names": ["Strawberry leaf scorch"],
+    "crop": "Strawberry",
+    "description": "A fungal disease caused by Diplocarpon earlianum, resulting in brown lesions and leaf edge necrosis.",
+    "symptoms": [
+      "Circular to irregular brown lesions on leaves",
+      "Leaf edges turn brown and scorched, leading to defoliation"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides such as captan or chlorothalonil",
+      "Remove and destroy affected leaves"
+    ],
+    "prevention": [
+      "Plant resistant cultivars",
+      "Avoid overhead irrigation and ensure good plant spacing"
+    ],
+    "image_urls": ["https://yourcdn.com/strawberry_leaf_scorch.jpg"],
+    "management_tips": "Spray preventively during warm, wet weather and remove debris post-harvest.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 7–14 days when conditions remain favorable",
+    "localized_tips": "Space beds properly and use drip irrigation",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Strawberry___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Strawberry",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": [
+      "Practice crop rotation and mulching to maintain plant health"
+    ],
+    "image_urls": ["https://yourcdn.com/strawberry_healthy.jpg"],
+    "management_tips": "Monitor regularly for pests and diseases; maintain optimal soil moisture.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive spray once per month if needed",
+    "localized_tips": "Remove dying leaves and monitor plant vigor",
+    "type": "None",
+    "external_resources": []
+  },
+  "Tomato___Bacterial_spot": {
+    "disease_name": "Bacterial Spot",
+    "common_names": ["Tomato Bacterial Spot"],
+    "crop": "Tomato",
+    "description": "A bacterial disease caused by Xanthomonas spp., producing small, water‑soaked leaf and fruit lesions.",
+    "symptoms": [
+      "Small (≤1/8″), circular brown spots on leaves, often water‑soaked",
+      "Raised scabby lesions on green and ripe fruit"
+    ],
+    "cause": "Bacterial",
+    "treatment": [
+      "Apply copper‑based bactericides",
+      "Use certified disease‑free seed/transplants"
+    ],
+    "prevention": [
+      "Avoid overhead irrigation",
+      "Rotate crops and remove infected debris"
+    ],
+    "image_urls": [
+      "https://growingproduce.com/wp-content/uploads/2020/07/bacterial-spot-leaf.jpg",
+      "https://lsuagcenter.com/img/disease_gallery/tomato_bacterial_spot_leaf.jpg"
+    ],
+    "management_tips": "Begin sprays early in warm, humid weather and maintain sanitation :contentReference[oaicite:2]{index=2}.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–10 days during warm, wet weather",
+    "localized_tips": "Use drip irrigation and ensure plant spacing",
+    "type": "Bacterial",
+    "external_resources": []
+  },
+  "Tomato___Early_blight": {
+    "disease_name": "Early Blight",
+    "common_names": ["Tomato Early Blight"],
+    "crop": "Tomato",
+    "description": "Fungal disease caused by Alternaria solani, with concentric ring lesions on leaves, stems, and fruit.",
+    "symptoms": [
+      "Brown leaf spots with ‘bull’s‑eye’ concentric rings",
+      "Stem lesions and fruit rot"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides (chlorothalonil, azoxystrobin)",
+      "Remove volunteer potatoes and affected debris"
+    ],
+    "prevention": ["Rotate crops annually", "Select resistant varieties"],
+    "image_urls": [
+      "https://cdn.pixabay.com/photo/2017/08/03/16/28/brown-leaf-2585485_1280.jpg"
+    ],
+    "management_tips": "Spray when plants reach 10–15 cm and repeat every 7–10 days in humid conditions.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–10 days under disease pressure",
+    "localized_tips": "Mulch to prevent soil splash",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Tomato___Leaf_Mold": {
+    "disease_name": "Leaf Mold",
+    "common_names": ["Tomato Leaf Mold"],
+    "crop": "Tomato",
+    "description": "Fungal disease by Passalora fulva, causing olive‑green velvety growth on leaf undersides.",
+    "symptoms": [
+      "Pale green/yellow spots on upper leaves",
+      "Olive‑green velvety sporulation on leaf undersides"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides (chlorothalonil, mancozeb, copper)",
+      "Improve greenhouse ventilation"
+    ],
+    "prevention": ["Maintain <85% humidity", "Use resistant varieties"],
+    "image_urls": [
+      "https://upload.wikimedia.org/wikipedia/commons/5/50/Tomato_leaf_mold_Passalora_fulva_on_leaf.jpg"
+    ],
+    "management_tips": "Control humidity in protected production settings :contentReference[oaicite:3]{index=3}.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 7–10 days during high humidity",
+    "localized_tips": "Use drip irrigation and space plants wide",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Tomato___Septoria_leaf_spot": {
+    "disease_name": "Septoria Leaf Spot",
+    "common_names": ["Tomato Septoria Leaf Spot"],
+    "crop": "Tomato",
+    "description": "A fungal disease by Septoria lycopersici; causes small leaf spots with black fruiting bodies.",
+    "symptoms": [
+      "Circular brown lesions (2–5 mm) with gray centers",
+      "Tiny black pycnidia in the center of spots"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply chlorothalonil or copper fungicides",
+      "Remove infected leaves"
+    ],
+    "prevention": ["Rotate crops 2–3 years", "Use drip irrigation and mulch"],
+    "image_urls": [
+      "https://extension.psu.edu/sites/default/files/styles/scale_crop/public/2023-07/septoria_leaf_spot_tomato.jpg"
+    ],
+    "management_tips": "Fungicide and sanitation reduce spread :contentReference[oaicite:4]{index=4}.",
+    "risk_level": "High",
+    "sprayer_intervals": "Every 7–14 days when humidity is high",
+    "localized_tips": "Remove lower leaves to improve airflow",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Tomato___Spider_mites_Two-spotted_spider_mite": {
+    "disease_name": "Two‑Spotted Spider Mite Infestation",
+    "common_names": ["Spider Mites", "Two‑Spotted Mite"],
+    "crop": "Tomato",
+    "description": "Stressed plants attacked by Tetranychus urticae, causing speckled foliage and webbing.",
+    "symptoms": [
+      "Yellow stippling on leaves",
+      "Fine webbing on leaf undersides and stems"
+    ],
+    "cause": "Pest (Arachnid)",
+    "treatment": [
+      "Apply miticides or insecticidal soap",
+      "Rinse plants with strong water spray"
+    ],
+    "prevention": ["Maintain adequate humidity", "Encourage predatory mites"],
+    "image_urls": [
+      "https://cdn.pixabay.com/photo/2018/02/18/21/13/tomato-leaf-3164016_1280.jpg"
+    ],
+    "management_tips": "Frequent inspections and early control are essential.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "As directed by product label",
+    "localized_tips": "Avoid excessive nitrogen, which attracts mites",
+    "type": "Pest",
+    "external_resources": []
+  },
+  "Tomato___Target_Spot": {
+    "disease_name": "Target Spot",
+    "common_names": ["Tomato Target Spot"],
+    "crop": "Tomato",
+    "description": "Fungal disease by Corynespora cassiicola, producing circular leaf spots often with concentric rings.",
+    "symptoms": [
+      "Circular to irregular spots with yellow halos",
+      "Lesions may have target‑like rings"
+    ],
+    "cause": "Fungal",
+    "treatment": [
+      "Apply fungicides (chlorothalonil, mancozeb)",
+      "Remove diseased foliage"
+    ],
+    "prevention": ["Use crop rotation", "Avoid overhead watering"],
+    "image_urls": [
+      "https://cdn.pixabay.com/photo/2017/06/04/13/25/tomato-disease-2372478_1280.jpg"
+    ],
+    "management_tips": "Treat early in disease cycle and reduce humidity.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Every 7–10 days in wet conditions",
+    "localized_tips": "Space rows for airflow",
+    "type": "Fungal",
+    "external_resources": []
+  },
+  "Tomato___Tomato_Yellow_Leaf_Curl_Virus": {
+    "disease_name": "Tomato Yellow Leaf Curl Virus",
+    "common_names": ["TYLCV"],
+    "crop": "Tomato",
+    "description": "A geminivirus spread by whiteflies, causing leaf yellowing, curling, and stunting.",
+    "symptoms": [
+      "Upward rolling and yellowing of young leaves",
+      "Stunted plant growth"
+    ],
+    "cause": "Viral",
+    "treatment": ["No cure; remove infected plants"],
+    "prevention": [
+      "Control whitefly vectors",
+      "Use resistant tomato varieties"
+    ],
+    "image_urls": [
+      "https://cdn.pixabay.com/photo/2018/06/14/15/21/tomato-leaf-3472649_1280.jpg"
+    ],
+    "management_tips": "Monitor whiteflies and use reflective mulches.",
+    "risk_level": "High",
+    "sprayer_intervals": "Apply insecticide every 7–14 days during outbreaks",
+    "localized_tips": "Use screened greenhouses in high‑pressure zones",
+    "type": "Viral",
+    "external_resources": []
+  },
+  "Tomato___Tomato_mosaic_virus": {
+    "disease_name": "Tomato Mosaic Virus",
+    "common_names": ["ToMV"],
+    "crop": "Tomato",
+    "description": "A Tobamovirus spread mechanically and via contaminated seed, causing mottling and stunted fruit.",
+    "symptoms": [
+      "Mosaic leaf discoloration",
+      "Leaf distortion and stunted growth"
+    ],
+    "cause": "Viral",
+    "treatment": ["No cure; remove infected plants"],
+    "prevention": [
+      "Use virus‑free seed and sanitation",
+      "Disinfect tools regularly"
+    ],
+    "image_urls": [
+      "https://cdn.pixabay.com/photo/2017/05/10/02/03/tomato-2305068_1280.jpg"
+    ],
+    "management_tips": "Implement strict hygiene and resistant varieties.",
+    "risk_level": "Medium",
+    "sprayer_intervals": "Not applicable",
+    "localized_tips": "Wear gloves and disinfect between handling plants",
+    "type": "Viral",
+    "external_resources": []
+  },
+  "Tomato___healthy": {
+    "disease_name": null,
+    "common_names": [],
+    "crop": "Tomato",
+    "description": "Healthy plant — no disease detected.",
+    "symptoms": [],
+    "cause": null,
+    "treatment": [],
+    "prevention": ["Practice crop rotation and sanitation"],
+    "image_urls": [
+      "https://cdn.pixabay.com/photo/2014/04/10/11/40/tomato-320318_1280.jpg"
+    ],
+    "management_tips": "Monitor regularly and use balanced fertilization.",
+    "risk_level": "Low",
+    "sprayer_intervals": "Preventive fungicide once per month if needed",
+    "localized_tips": "Ensure good drainage and airflow",
+    "type": "None",
+    "external_resources": []
   }
 }

todo.md

@@ -8,36 +8,36 @@
 
 ## ⏳ To Do
 
-- [ ] Blueberry\_\_\_healthy
-- [ ] Cherry\_(including_sour)\_\_\_Powdery_mildew
-- [ ] Cherry\_(including_sour)\_\_\_healthy
-- [ ] Corn\_(maize)\_\_\_Cercospora_leaf_spot Gray_leaf_spot
-- [ ] Corn\_(maize)_\_\_Common_rust_
-- [ ] Corn\_(maize)\_\_\_Northern_Leaf_Blight
-- [ ] Corn\_(maize)\_\_\_healthy
-- [ ] Grape\_\_\_Black_rot
-- [ ] Grape*\_\_Esca*(Black_Measles)
-- [ ] Grape*\_\_Leaf_blight*(Isariopsis_Leaf_Spot)
-- [ ] Grape\_\_\_healthy
-- [ ] Orange*\_\_Haunglongbing*(Citrus_greening)
-- [ ] Peach\_\_\_Bacterial_spot
-- [ ] Peach\_\_\_healthy
-- [ ] Pepper,\_bell\_\_\_Bacterial_spot
-- [ ] Pepper,\_bell\_\_\_healthy
-- [ ] Potato\_\_\_Early_blight
-- [ ] Potato\_\_\_Late_blight
-- [ ] Potato\_\_\_healthy
-- [ ] Raspberry\_\_\_healthy
-- [ ] Soybean\_\_\_healthy
-- [ ] Squash\_\_\_Powdery_mildew
-- [ ] Strawberry\_\_\_Leaf_scorch
-- [ ] Strawberry\_\_\_healthy
-- [ ] Tomato\_\_\_Bacterial_spot
-- [ ] Tomato\_\_\_Early_blight
-- [ ] Tomato\_\_\_Leaf_Mold
-- [ ] Tomato\_\_\_Septoria_leaf_spot
-- [ ] Tomato\_\_\_Spider_mites Two-spotted_spider_mite
-- [ ] Tomato\_\_\_Target_Spot
-- [ ] Tomato\_\_\_Tomato_Yellow_Leaf_Curl_Virus
-- [ ] Tomato\_\_\_Tomato_mosaic_virus
-- [ ] Tomato\_\_\_healthy
+- [x] Blueberry\_\_\_healthy
+- [x] Cherry\_(including_sour)\_\_\_Powdery_mildew
+- [x] Cherry\_(including_sour)\_\_\_healthy
+- [x] Corn\_(maize)\_\_\_Cercospora_leaf_spot Gray_leaf_spot
+- [x] Corn\_(maize)_\_\_Common_rust_
+- [x] Corn\_(maize)\_\_\_Northern_Leaf_Blight
+- [x] Corn\_(maize)\_\_\_healthy
+- [x] Grape\_\_\_Black_rot
+- [x] Grape*\_\_Esca*(Black_Measles)
+- [x] Grape*\_\_Leaf_blight*(Isariopsis_Leaf_Spot)
+- [x] Grape\_\_\_healthy
+- [x] Orange*\_\_Haunglongbing*(Citrus_greening)
+- [x] Peach\_\_\_Bacterial_spot
+- [x] Peach\_\_\_healthy
+- [x] Pepper,\_bell\_\_\_Bacterial_spot
+- [x] Pepper,\_bell\_\_\_healthy
+- [x] Potato\_\_\_Early_blight
+- [x] Potato\_\_\_Late_blight
+- [x] Potato\_\_\_healthy
+- [x] Raspberry\_\_\_healthy
+- [x] Soybean\_\_\_healthy
+- [x] Squash\_\_\_Powdery_mildew
+- [x] Strawberry\_\_\_Leaf_scorch
+- [x] Strawberry\_\_\_healthy
+- [x] Tomato\_\_\_Bacterial_spot
+- [x] Tomato\_\_\_Early_blight
+- [x] Tomato\_\_\_Leaf_Mold
+- [x] Tomato\_\_\_Septoria_leaf_spot
+- [x] Tomato\_\_\_Spider_mites Two-spotted_spider_mite
+- [x] Tomato\_\_\_Target_Spot
+- [x] Tomato\_\_\_Tomato_Yellow_Leaf_Curl_Virus
+- [x] Tomato\_\_\_Tomato_mosaic_virus
+- [x] Tomato\_\_\_healthy