edited json file

disease_guide.json

@@ -49,7 +49,10 @@
       "Apply fungicides in early spring"
     ],
     "prevention": ["Sanitize pruning tools", "Clear fallen debris"],
-    "image_urls": ["https://yourcdn.com/apple_black_rot_1.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSeP9Fk4I1LQz7xnC-Z-g9axul8FwMr-G4pTw&s",
+      "https://www.ontario.ca/files/2022-07/omafra-black-rot-figure-1-en-400x308-2022-07-21-v1.jpg"
+    ],
     "management_tips": "Clean up mummified fruits and dead wood from the orchard.",
     "risk_level": "Medium",
     "sprayer_intervals": "Every 10-14 days",
@@ -72,7 +75,10 @@
       "Use resistant varieties",
       "Space trees to increase airflow"
     ],
-    "image_urls": ["https://yourcdn.com/cedar_apple_rust_1.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSH89RW-_c0r5KRSlfubVUcmxxPZe1ZblUEaw&s",
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTZ45DSHrdt0fGo5JQdiXeRAO4RVIBhDWi25g&s"
+    ],
     "management_tips": "Monitor both apple and cedar hosts for symptoms and apply fungicide preventively.",
     "risk_level": "Medium",
     "sprayer_intervals": "Every 7-10 days during infection periods",
@@ -89,7 +95,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Maintain good cultural practices"],
-    "image_urls": ["https://yourcdn.com/apple_healthy_1.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRUNXxrAxcd5eIrkNm_N9bok_6vmrryOUGx_Q&s"
+    ],
     "management_tips": "Regular inspection and proper irrigation help maintain plant health.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive fungicide once per month",
@@ -112,7 +120,9 @@
       "Remove infected plants"
     ],
     "prevention": ["Use resistant varieties", "Rotate crops annually"],
-    "image_urls": ["https://yourcdn.com/tomato_late_blight.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTinsCh_IKs65QdgQnGDLO0bLxSG2M8ATaQ2Q&s"
+    ],
     "management_tips": "Avoid overhead watering to reduce moisture on leaves.",
     "risk_level": "High",
     "sprayer_intervals": "Every 7 days during high humidity",
@@ -129,7 +139,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Maintain good cultural practices"],
-    "image_urls": ["https://yourcdn.com/blueberry_healthy_1.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTO5Fa4hjkNegnkvqlQM_IuouJ9Y09wOuOKEA&s"
+    ],
     "management_tips": "Regularly inspect bushes and provide adequate watering and mulching.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive fungicide once per month if necessary",
@@ -156,7 +168,9 @@
       "Ensure good air circulation through pruning",
       "Avoid overhead irrigation"
     ],
-    "image_urls": ["https://yourcdn.com/cherry_powdery_mildew_1.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR4sBjg-S_wq4A5N1v6eBRJd1x0Jbo5irA2Yw&s"
+    ],
     "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",
@@ -173,7 +187,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Practice regular pruning and sanitation"],
-    "image_urls": ["https://yourcdn.com/cherry_healthy_1.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSB7o-uXeQbNFIXPzKtuYGuqlr4HtYYOPmLYg&s"
+    ],
     "management_tips": "Monitor regularly and provide balanced fertilization for tree vigor.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive fungicide every 3-4 weeks if needed",
@@ -199,7 +215,9 @@
       "Plant resistant hybrids",
       "Rotate crops and manage crop residue"
     ],
-    "image_urls": ["https://yourcdn.com/corn_gray_leaf_spot.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQHI10MbkwEpAQYh7nC9xk1GAZjLFg_twf4Pg&s"
+    ],
     "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",
@@ -222,7 +240,9 @@
       "Use resistant hybrids"
     ],
     "prevention": ["Crop rotation", "Avoid overhead irrigation"],
-    "image_urls": ["https://yourcdn.com/corn_common_rust.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQYkjmhmODjdmkVFoJrzJevwugu3L-2k6j32w&s"
+    ],
     "management_tips": "Early detection is key; apply fungicides at first signs.",
     "risk_level": "Medium",
     "sprayer_intervals": "Every 10–14 days during active rust periods",
@@ -245,7 +265,9 @@
       "Destroy infected crop residue"
     ],
     "prevention": ["Plant resistant hybrids", "Rotate crops"],
-    "image_urls": ["https://yourcdn.com/corn_northern_leaf_blight.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRJS99Oqn5fkTtVncGWg7oVech4zFnXk7bRjw&s"
+    ],
     "management_tips": "Monitor weather and leaf conditions during humid periods.",
     "risk_level": "High",
     "sprayer_intervals": "Every 7–10 days under high pressure",
@@ -262,7 +284,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Use good agricultural practices and resistant hybrids"],
-    "image_urls": ["https://yourcdn.com/corn_healthy.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRtdqsAoMG75wIISvVBPSmz7GVhrIKQ7BPn9g&s"
+    ],
     "management_tips": "Inspect regularly and ensure balanced nutrition and watering.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive spray once per month if needed",
@@ -285,7 +309,9 @@
       "Remove and destroy infected plant parts"
     ],
     "prevention": ["Ensure proper canopy airflow", "Use resistant cultivars"],
-    "image_urls": ["https://yourcdn.com/grape_black_rot.jpg"],
+    "image_urls": [
+      "https://miro.medium.com/v2/resize:fit:700/1*TKUvZfHReYQvuh83B1CWPg.jpeg"
+    ],
     "management_tips": "Remove mummified berries and infected leaves promptly.",
     "risk_level": "High",
     "sprayer_intervals": "Every 7–10 days during bloom and fruit development",
@@ -306,7 +332,9 @@
     "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"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQZnEb_p8vYGzb_3LPsNcQvYaVhZqqa2t-APQ&s"
+    ],
     "management_tips": "Avoid pruning wounds and maintain vine health.",
     "risk_level": "High",
     "sprayer_intervals": "Not applicable",
@@ -329,7 +357,9 @@
       "Remove fallen leaves"
     ],
     "prevention": ["Ensure proper spacing", "Control canopy humidity"],
-    "image_urls": ["https://yourcdn.com/grape_leaf_blight.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRgQz8zj52yjnunmqCrHoh4WIQrECBeIcAORw&s"
+    ],
     "management_tips": "Apply treatments before symptoms become severe.",
     "risk_level": "Medium",
     "sprayer_intervals": "Every 10–14 days during wet weather",
@@ -346,7 +376,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Prune correctly and inspect regularly"],
-    "image_urls": ["https://yourcdn.com/grape_healthy.jpg"],
+    "image_urls": [
+      "https://www.superfoodevolution.com/images/wild-grape-leaf-Vitis-californica.jpg"
+    ],
     "management_tips": "Use fungicide preventively during wet seasons.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive fungicide every 3–4 weeks if necessary",
@@ -370,7 +402,9 @@
       "Control psyllid vectors with insecticides",
       "Use certified disease-free planting material"
     ],
-    "image_urls": ["https://yourcdn.com/orange_hlb.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTzjdXUjfWbjsFlYfdLHC926DeNZZm_nH3RQQ&s"
+    ],
     "management_tips": "Monitor psyllid populations and report suspicious trees.",
     "risk_level": "Very High",
     "sprayer_intervals": "Insecticides every 10–14 days in active vector areas",
@@ -399,7 +433,9 @@
       "Prune out infected branches"
     ],
     "prevention": ["Use resistant cultivars", "Sanitize tools between pruning"],
-    "image_urls": ["https://yourcdn.com/peach_bacterial_spot.jpg"],
+    "image_urls": [
+      "https://www.canr.msu.edu/ipm/uploads/images/Fruit/leavesBacterialspot.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",
@@ -416,7 +452,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Maintain proper pruning and sanitation"],
-    "image_urls": ["https://yourcdn.com/peach_healthy.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQ1rSD3dc8reXTGLPCpvGXeuJhKejzXcmkomqHUlbcSss_k2AxWDf6jIL0ZIR7w3e5uNhQ&usqp=CAU"
+    ],
     "management_tips": "Ensure balanced fertilization and regular monitoring.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive spray once per month if needed",
@@ -442,7 +480,9 @@
       "Plant certified disease-free seedlings",
       "Avoid working when foliage is wet"
     ],
-    "image_urls": ["https://yourcdn.com/pepper_bacterial_spot.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSB73znDvyq3LarGBpPPuPATxIuQJU4FTqRaA&s"
+    ],
     "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",
@@ -461,7 +501,9 @@
     "prevention": [
       "Provide balanced nutrients and keep soil moist but not wet"
     ],
-    "image_urls": ["https://yourcdn.com/pepper_healthy.jpg"],
+    "image_urls": [
+      "https://iupilon.com/wp-content/uploads/2021/11/PIXNIO-1778973-1200x838-1.jpeg"
+    ],
     "management_tips": "Regular scouting and ensure good drainage.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive treatments every 3–4 weeks if needed",
@@ -484,7 +526,9 @@
       "Remove volunteer potato plants and infected debris"
     ],
     "prevention": ["Rotate crops annually", "Use certified seed potatoes"],
-    "image_urls": ["https://yourcdn.com/potato_early_blight.jpg"],
+    "image_urls": [
+      "https://vegpath.plantpath.wisc.edu/wp-content/uploads/sites/210/2023/11/potato-early-blight-leaves.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",
@@ -511,7 +555,9 @@
       "Plant late‑blight resistant varieties",
       "Monitor weather and disease forecasts"
     ],
-    "image_urls": ["https://yourcdn.com/potato_late_blight.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTlMiZMw_XsQAAYBT2zVzO5VlIOZIfdCKWZlA&s"
+    ],
     "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",
@@ -528,7 +574,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Practice crop rotation and use certified seed"],
-    "image_urls": ["https://yourcdn.com/potato_healthy.jpg"],
+    "image_urls": [
+      "https://keeneorganics.com/wp-content/uploads/2022/03/Potato-Plants.jpg"
+    ],
     "management_tips": "Ensure well‑drained soil and regular pest scouting.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive fungicide once per month if needed",
@@ -547,7 +595,9 @@
     "prevention": [
       "Maintain proper pruning, fertilization, and site sanitation"
     ],
-    "image_urls": ["https://yourcdn.com/raspberry_healthy.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQlS205vAtIKDNL-ubs5X56Yb-j9w0fCk04rQ&s"
+    ],
     "management_tips": "Ensure good air circulation, proper mulching, and monitor for pests.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive treatments once per month, if needed",
@@ -564,7 +614,9 @@
     "cause": null,
     "treatment": [],
     "prevention": ["Rotate crops, monitor pests and nutrient levels"],
-    "image_urls": ["https://yourcdn.com/soybean_healthy.jpg"],
+    "image_urls": [
+      "https://agriculture.basf.us/content/dam/cxm/agriculture/crop-protection/news-and-events/images/CRP201800021_Hero_Crop_Imgs_FSR_Soy.jpg"
+    ],
     "management_tips": "Scout fields regularly and ensure balanced soil fertility.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive fungicide once per month under wet conditions",
@@ -590,7 +642,9 @@
       "Plant resistant varieties",
       "Ensure good airflow and avoid overhead watering"
     ],
-    "image_urls": ["https://yourcdn.com/squash_powdery_mildew.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTHEhKBVt4bNyHbrAEp8qPDaRqwACT8o6i8wg&s"
+    ],
     "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",
@@ -616,7 +670,9 @@
       "Plant resistant cultivars",
       "Avoid overhead irrigation and ensure good plant spacing"
     ],
-    "image_urls": ["https://yourcdn.com/strawberry_leaf_scorch.jpg"],
+    "image_urls": [
+      "https://cdn.mos.cms.futurecdn.net/XkvoUQ5ffAU8j5Fq8DK3Vf.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",
@@ -635,7 +691,9 @@
     "prevention": [
       "Practice crop rotation and mulching to maintain plant health"
     ],
-    "image_urls": ["https://yourcdn.com/strawberry_healthy.jpg"],
+    "image_urls": [
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRBLjBa_BlAc2Uql9aKRtbsGo0OfIi3i8LheA&s"
+    ],
     "management_tips": "Monitor regularly for pests and diseases; maintain optimal soil moisture.",
     "risk_level": "Low",
     "sprayer_intervals": "Preventive spray once per month if needed",
@@ -662,8 +720,7 @@
       "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"
+      "https://www.lsuagcenter.com/~/media/system/e/d/5/f/ed5f2bf2949a12ff123c460961e32e9a/bacterialspotontomatoxant.jpg?bc=white&as=0&mh=400&mw=1110&sc=25&thn=0"
     ],
     "management_tips": "Begin sprays early in warm, humid weather and maintain sanitation :contentReference[oaicite:2]{index=2}.",
     "risk_level": "High",
@@ -687,9 +744,7 @@
       "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"
-    ],
+    "image_urls": ["https://content.ces.ncsu.edu/media/images/IMG_1302.jpeg"],
     "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",
@@ -713,7 +768,7 @@
     ],
     "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"
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRPrslOwRy-VnsRixsduZ2YayzOshBdOGklpg&s"
     ],
     "management_tips": "Control humidity in protected production settings :contentReference[oaicite:3]{index=3}.",
     "risk_level": "Medium",
@@ -738,7 +793,7 @@
     ],
     "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"
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSECMpg3fTcnwaowF9nqFarVvR37t6SZRU31Q&s"
     ],
     "management_tips": "Fungicide and sanitation reduce spread :contentReference[oaicite:4]{index=4}.",
     "risk_level": "High",
@@ -763,7 +818,7 @@
     ],
     "prevention": ["Maintain adequate humidity", "Encourage predatory mites"],
     "image_urls": [
-      "https://cdn.pixabay.com/photo/2018/02/18/21/13/tomato-leaf-3164016_1280.jpg"
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRY3jYZW3TucNO1CYqLuGq94lrj-O5UvpiGzA&s"
     ],
     "management_tips": "Frequent inspections and early control are essential.",
     "risk_level": "Medium",
@@ -788,7 +843,7 @@
     ],
     "prevention": ["Use crop rotation", "Avoid overhead watering"],
     "image_urls": [
-      "https://cdn.pixabay.com/photo/2017/06/04/13/25/tomato-disease-2372478_1280.jpg"
+      "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTmQSG-4EedWsEegh5eWGRCVhiDCV0Ia9tTWg&s"
     ],
     "management_tips": "Treat early in disease cycle and reduce humidity.",
     "risk_level": "Medium",
@@ -813,7 +868,7 @@
       "Use resistant tomato varieties"
     ],
     "image_urls": [
-      "https://cdn.pixabay.com/photo/2018/06/14/15/21/tomato-leaf-3472649_1280.jpg"
+      "https://agriculture.vic.gov.au/__data/assets/image/0017/531602/IU-TYLCV_img_1.jpg"
     ],
     "management_tips": "Monitor whiteflies and use reflective mulches.",
     "risk_level": "High",
@@ -838,7 +893,7 @@
       "Disinfect tools regularly"
     ],
     "image_urls": [
-      "https://cdn.pixabay.com/photo/2017/05/10/02/03/tomato-2305068_1280.jpg"
+      "https://ars.els-cdn.com/content/image/3-s2.0-B9780123877376500029-f02-95-9780123877376.jpg"
     ],
     "management_tips": "Implement strict hygiene and resistant varieties.",
     "risk_level": "Medium",
@@ -857,7 +912,7 @@
     "treatment": [],
     "prevention": ["Practice crop rotation and sanitation"],
     "image_urls": [
-      "https://cdn.pixabay.com/photo/2014/04/10/11/40/tomato-320318_1280.jpg"
+      "https://www.researchgate.net/publication/273070170/figure/fig6/AS:668577262739488@1536412649928/A-Healthy-leaves-of-tomato-plants-and-B-Leaves-of-tomato-plants-inoculated-with.jpg"
     ],
     "management_tips": "Monitor regularly and use balanced fertilization.",
     "risk_level": "Low",