National Animal Disease Referral Expert System (NADRES v2)

AI-Enabled Redefining Livestock Disease Risk Forewarning

Forewarning of Livestock Diseases April-2025

ANDHRA PRADESH,KARNATAKA,KERALA,TAMIL NADU,TELANGANA,ODISHA,MAHARASHTRA,RAJASTHAN,ASSAM,MEGHALAYA,WEST BENGAL,JHARKHAND,MADHYA PRADESH,ANDAMAN & NICOBAR,UTTAR PRADESH AND PUDUCHERRY for likely occurrence of Anthrax in June-2025

JHARKHAND,KERALA,PUDUCHERRY,ANDHRA PRADESH,TELANGANA,RAJASTHAN,ASSAM,TRIPURA,WEST BENGAL,BIHAR,UTTAR PRADESH,CHHATTISGARH,MADHYA PRADESH,MAHARASHTRA,ANDAMAN & NICOBAR AND MEGHALAYA are predicted for likely occurrence of Babesiosis in Junes-2025

KARNATAKA,TAMIL NADU,ODISHA,KERALA,RAJASTHAN,ASSAM,TRIPURA,WEST BENGAL,JHARKHAND,MADHYA PRADESH,MAHARASHTRA,ANDAMAN & NICOBAR,ANDHRA PRADESH,UTTAR PRADESH,BIHAR AND PUDUCHERRY are predicted for likely occurrence of Black quarter in June-2025

KARNATAKA are predicted for likely occurrence of Bluetongue in June-2025

KERALA,HIMACHAL PRADESH,JAMMU & KASHMIR,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,TELANGANA,ODISHA,GUJARAT,RAJASTHAN,ASSAM,MANIPUR,MIZORAM,SIKKIM,WEST BENGAL,BIHAR,UTTARAKHAND,HARYANA,JHARKHAND,MADHYA PRADESH,MAHARASHTRA,MEGHALAYA,TRIPURA,PUDUCHERRY,ANDAMAN & NICOBAR AND UTTAR PRADESH are predicted for likely occurrence of Classical Swine Fever in June-2025

KARNATAKA,TELANGANA,ANDHRA PRADESH,ODISHA,KERALA,RAJASTHAN,ASSAM,WEST BENGAL,UTTAR PRADESH,HARYANA,JHARKHAND,MADHYA PRADESH,MAHARASHTRA,ANDAMAN & NICOBAR,TAMIL NADU AND PUDUCHERRY are predicted for likely occurrence of Enterotoxaemia in June-2025

KARNATAKA,PUDUCHERRY,TELANGANA,ANDHRA PRADESH,ODISHA,KERALA,RAJASTHAN,ANDAMAN & NICOBAR,MANIPUR,TRIPURA,WEST BENGAL,UTTAR PRADESH,HARYANA,CHHATTISGARH,JHARKHAND,MADHYA PRADESH AND MAHARASHTRA are predicted for likely occurrence of Fascioliasis in June-2025

ASSAM,TRIPURA,KERALA,TAMIL NADU,KARNATAKA,HIMACHAL PRADESH,UTTARAKHAND,ANDHRA PRADESH,ODISHA,TELANGANA,RAJASTHAN,ARUNACHAL PRADESH,MEGHALAYA,WEST BENGAL,UTTAR PRADESH,HARYANA,JHARKHAND,MADHYA PRADESH,MAHARASHTRA AND ANDAMAN & NICOBAR are predicted for likely occurrence of Foot and Mouth Disease in June-2025

KARNATAKA,WEST BENGAL,HIMACHAL PRADESH,ANDHRA PRADESH,TELANGANA,ODISHA,KERALA,MAHARASHTRA,GUJARAT,RAJASTHAN,ASSAM,MANIPUR,UTTAR PRADESH,HARYANA,JHARKHAND,MADHYA PRADESH,UTTARAKHAND,ANDAMAN & NICOBAR,GOA,TAMIL NADU AND PUDUCHERRY are predicted for likely occurrence of Haemorrhagic septicaemia in June-2025

HIMACHAL PRADESH,UTTARAKHAND,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,TELANGANA,ODISHA,KERALA,GUJARAT,RAJASTHAN,ASSAM,MEGHALAYA,SIKKIM,TRIPURA,WEST BENGAL,BIHAR,UTTAR PRADESH,HARYANA,CHHATTISGARH,JHARKHAND,MADHYA PRADESH,PUDUCHERRY,ANDAMAN & NICOBAR AND MAHARASHTRA are predicted for likely occurrence of PPR in June-2025

JHARKHAND,MAHARASHTRA,UTTARAKHAND,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,TELANGANA,ODISHA,KERALA,GUJARAT,RAJASTHAN,ASSAM,MIZORAM,NAGALAND,SIKKIM,BIHAR,WEST BENGAL,HARYANA,CHHATTISGARH,MADHYA PRADESH,GOA,HIMACHAL PRADESH,JAMMU & KASHMIR,ANDAMAN & NICOBAR AND UTTAR PRADESH are predicted for likely occurrence of African Swine Fever in June-2025

HIMACHAL PRADESH,JAMMU & KASHMIR,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,TELANGANA,ODISHA,MAHARASHTRA,GUJARAT,RAJASTHAN,ASSAM,MEGHALAYA,TRIPURA,WEST BENGAL,BIHAR,UTTAR PRADESH,UTTARAKHAND,HARYANA,JHARKHAND,MADHYA PRADESH,PUDUCHERRY AND ANDAMAN & NICOBAR are predicted for likely occurrence of S & G Pox in June-2025

JHARKHAND,HIMACHAL PRADESH,JAMMU & KASHMIR,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,PUDUCHERRY,TELANGANA,ODISHA,GOA,KERALA,MAHARASHTRA,GUJARAT,RAJASTHAN,ASSAM,WEST BENGAL,UTTAR PRADESH,HARYANA,CHHATTISGARH,MADHYA PRADESH,ANDAMAN & NICOBAR AND BIHAR are predicted for likely occurrence of Theileriosis in June-2025

UTTAR PRADESH,JHARKHAND,HIMACHAL PRADESH,JAMMU & KASHMIR,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,PUDUCHERRY,TELANGANA,ODISHA,GOA,KERALA,MAHARASHTRA,GUJARAT,RAJASTHAN,ASSAM,WEST BENGAL,BIHAR,HARYANA,CHHATTISGARH,MADHYA PRADESH AND ANDAMAN & NICOBAR are predicted for likely occurrence of Trypanosomiasis in June-2025

JHARKHAND,ASSAM,UTTARAKHAND,KARNATAKA,ANDHRA PRADESH,ODISHA,TELANGANA,GOA,KERALA,GUJARAT,RAJASTHAN,ARUNACHAL PRADESH,MEGHALAYA,NAGALAND,SIKKIM,TRIPURA,BIHAR,HARYANA,CHHATTISGARH,MADHYA PRADESH,MAHARASHTRA,HIMACHAL PRADESH,JAMMU & KASHMIR,WEST BENGAL,ANDAMAN & NICOBAR AND UTTAR PRADESH are predicted for likely occurrence of Lumpy Skin Disease in June-2025

Risk Prediction
June-2025

African Swine Fever - 85 Risk districts, 91.18% Accuracy.
Anthrax - 42 Risk districts, 96.69% Accuracy.
Babesiosis - 120 Risk districts, 94.62% Accuracy.
Black Quarter - 64 Risk districts, 96.41% Accuracy.
Bluetongue - 0 Risk districts, 99.86% Accuracy.
Classical Swine Fever - 65 Risk districts, 94.35% Accuracy.
Enterotoxaemia - 74 Risk districts, 93.52% Accuracy.
Fasciolosis - 95 Risk districts, 91.73% Accuracy.
FMD - 110 Risk districts, 92.42% Accuracy.
HS - 78 Risk districts, 93.38% Accuracy.
LSD - 117 Risk districts, 90.77% Accuracy.
PPR - 89 Risk districts, 97.38% Accuracy.
S&G Pox - 61 Risk districts, 96.55% Accuracy.
Theileriosis - 112 Risk districts, 94.35% Accuracy.
Trypanosomiasis - 135 Risk districts, 90.08% Accuracy.

Auto Messaging

📢 Total of 25,73,043 SMS alerts on disease forecasts have been issued to farmers through FRUITS, NIC, Govt of Karnataka, for the month of April-2025.

📩 ನೆರಡಿ ರೋಗ - 27,057 SMS alerts sent.
Affected districts: ಬಳ್ಳಾರಿ ಮತ್ತು ಕೊಪ್ಪಳ. More Info
📩 ಚಪ್ಪೆ ರೋಗ - 3,85,784 SMS alerts sent.
Affected districts: ಬೆಂಗಳೂರು ನಗರ, ಧಾರವಾಡ, ಗುಲ್ಬರ್ಗ, ಮೈಸೂರು, ರಾಯಚೂರು, ಶಿವಮೊಗ್ಗ ಮತ್ತು ತುಮಕೂರು. More Info
📩 ಫೆಸಿಯೋಲಾ ರೋಗ - 2,34,672 SMS alerts sent.
Affected districts: ಬಾಗಲಕೋಟೆ, ಚಿತ್ರದುರ್ಗ, ಗುಲ್ಬರ್ಗ, ಶಿವಮೊಗ್ಗ ಮತ್ತು ತುಮಕೂರು. More Info
📩 ಕಾಲು ಬಾಯಿ ರೋಗ - 7,62,767 SMS alerts sent.
Affected districts: ಬೆಂಗಳೂರು ನಗರ, ಬೆಂಗಳೂರು ಗ್ರಾಮಾಂತರ, ಚಾಮರಾಜನಗರ, ಚಿಕ್ಕಮಗಳೂರು, ಚಿತ್ರದುರ್ಗ, ದಾವಣಗೆರೆ, ಧಾರವಾಡ, ಹಾಸನ, ಹಾವೇರಿ, ಕೊಡಗು, ಮೈಸೂರು, ರಾಮನಗರ, ಶಿವಮೊಗ್ಗ, ತುಮಕೂರು ಮತ್ತು ಉತ್ತರ ಕನ್ನಡ. More Info
📩 ಗಂಟಲು ಬೇನೆ - 2,03,323 SMS alerts sent.
Affected districts: ಚಿತ್ರದುರ್ಗ, ದಾವಣಗೆರೆ, ಕೊಪ್ಪಳ ಮತ್ತು ತುಮಕೂರು. More Info
📩 ಚರ್ಮ ಗಂಟು ರೋಗ - 3,86,737 SMS alerts sent.
Affected districts: ಬೆಂಗಳೂರು ನಗರ, ಬೀದರ್, ದಾವಣಗೆರೆ, ಗುಲ್ಬರ್ಗ, ಹಾಸನ, ಹಾವೇರಿ, ಮಂಡ್ಯ ಮತ್ತು ಉತ್ತರ ಕನ್ನಡ. More Info
📩 ಥೈಲೇರಿಯಾ ರೋಗ - 2,89,974 SMS alerts sent.
Affected districts: ಕೊಡಗು, ಕೊಪ್ಪಳ, ಮೈಸೂರು ಮತ್ತು ತುಮಕೂರು. More Info
📩 ತ್ರಿಪನೋಸೋಮಾ ರೋಗ - 2,85,729 SMS alerts sent.
Affected districts: ಕೊಪ್ಪಳ, ಮೈಸೂರು ಮತ್ತು ತುಮಕೂರು. More Info

DLT SMS Alerts for Veterinarian's

DLT SMS Sent Report April 2025 (Predicted June 2025) District Wise:

Risk predicted for Andhra Pradesh districts; 4,823 SMS sent.
Risk predicted for Haryana districts; 3,825 SMS sent.
Risk predicted for Himachal Pradesh districts; 959 SMS sent.
Risk predicted for Karnataka districts; 2,006 SMS sent.
Risk predicted for Kerala districts; 2,798 SMS sent.
Risk predicted for Manipur districts; 96 SMS sent.
Risk predicted for Nagaland districts; 59 SMS sent.
Risk predicted for Odisha districts; 1,328 SMS sent.
Risk predicted for Puducherry districts; 32 SMS sent.
Risk predicted for Punjab districts; 43 SMS sent.
Risk predicted for Sikkim districts; 47 SMS sent.
Risk predicted for Tamil Nadu districts; 52 SMS sent.
Risk predicted for Tripura districts; 178 SMS sent.
Risk predicted for West Bengal districts; 1,919 SMS sent.

Resources

1. PPT/PDF 2. Disease Videos 3. Articles

Post Prediction Validation-PDF Reports

HS Outbreak in Dimapura, Nagaland-April 2019

Anthrax Outbreak in West Tripura, Tripura-March 2019

FMD Outbreak in Mysore, Karnataka-January 2019

FMD Outbreak in Palakkad, Kerala-December 2018

FMD Outbreak in Coimbatore, Tamil Nadu-December 2018

FMD Outbreak in Coimbatore, Tamil Nadu-November 2018

FMD Outbreak in Erode, Tamil Nadu-November 2018

Anthrax Outbreak in Tirupati, Andhra Pradesh-October 2018

Post Prediction Highlights 2017

Peste des Petits Ruminants Outbreak in Dehradun, Uttarakhand Nov-2023

HS Outbreaks in Punjab FEB 2024

Foot and Mouth Disease in Uttar Pradesh March 2024

LSD outbreaks in Karnataka November 2024

ASF outbreaks in Kerala December 2024

ASF outbreaks in Mizoram December 2024

HS outbreaks in Punjab April 2024

PPR outbreaks in Kerala April 2024

Anthrax outBreak in Odisha June 2024