National Animal Disease Referral Expert System (NADRES v2)

AI-Enabled Redefining Livestock Disease Risk Forewarning

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Forewarning of Livestock Diseases May-2026

ANDHRA PRADESH,JHARKHAND,ANDHRA PRADESH,KARNATAKA,TAMIL NADU,TELANGANA,WEST BENGAL,PUNJAB,MAHARASHTRA,BIHAR,SIKKIM,CHHATTISGARH,MIZORAM,ASSAM,ODISHA AND UTTAR PRADESH for likely occurrence of Anthrax in May-2026

JHARKHAND,WEST BENGAL,ASSAM,SIKKIM,TRIPURA,PUDUCHERRY,ANDHRA PRADESH,TELANGANA,GOA,KERALA,RAJASTHAN,BIHAR,UTTAR PRADESH,CHHATTISGARH,MAHARASHTRA,UTTARAKHAND,MEGHALAYA,ODISHA,MANIPUR AND MIZORAM are predicted for likely occurrence of Babesiosis in May-2026

ASSAM,KARNATAKA,ODISHA,RAJASTHAN,MANIPUR,TRIPURA,WEST BENGAL,BIHAR,UTTAR PRADESH,JHARKHAND,MADHYA PRADESH,TELANGANA,MEGHALAYA,ANDHRA PRADESH,CHHATTISGARH,UTTARAKHAND,NAGALAND,ARUNACHAL PRADESH,MAHARASHTRA,TAMIL NADU AND KERALA are predicted for likely occurrence of Black quarter in May-2026

KARNATAKA AND TELANGANA are predicted for likely occurrence of Bluetongue in May-2026

BIHAR,UTTAR PRADESH,KERALA,MEGHALAYA,HIMACHAL PRADESH,TAMIL NADU,ODISHA,GOA,RAJASTHAN,ARUNACHAL PRADESH,ASSAM,SIKKIM,TRIPURA,WEST BENGAL,UTTARAKHAND,HARYANA,JHARKHAND,TELANGANA,PUDUCHERRY,ANDHRA PRADESH,PUNJAB,MAHARASHTRA,MIZORAM,MADHYA PRADESH,NAGALAND AND KARNATAKA are predicted for likely occurrence of Classical Swine Fever in May-2026

ANDHRA PRADESH,KARNATAKA,TELANGANA,RAJASTHAN,ASSAM,WEST BENGAL,UTTAR PRADESH,HARYANA,JHARKHAND,MADHYA PRADESH,MAHARASHTRA,ARUNACHAL PRADESH,TAMIL NADU,CHHATTISGARH,MANIPUR,PUNJAB AND ODISHA are predicted for likely occurrence of Enterotoxaemia in May-2026

JHARKHAND,MANIPUR,PUDUCHERRY,ANDHRA PRADESH,TELANGANA,KERALA,RAJASTHAN,ANDAMAN & NICOBAR,TRIPURA,WEST BENGAL,UTTAR PRADESH,HARYANA,MADHYA PRADESH,ASSAM,MIZORAM,KARNATAKA,ARUNACHAL PRADESH,NAGALAND,CHHATTISGARH,ODISHA,PUNJAB,MAHARASHTRA AND MEGHALAYA are predicted for likely occurrence of Fascioliasis in May-2026

KARNATAKA,HIMACHAL PRADESH,ODISHA,KERALA,GUJARAT,RAJASTHAN,ASSAM,MANIPUR,TRIPURA,WEST BENGAL,UTTAR PRADESH,HARYANA,JHARKHAND,MADHYA PRADESH,ANDHRA PRADESH,TELANGANA,CHHATTISGARH,MAHARASHTRA,PUNJAB,ARUNACHAL PRADESH,PUDUCHERRY,MEGHALAYA,MIZORAM,NAGALAND AND TAMIL NADU are predicted for likely occurrence of Foot and Mouth Disease in May-2026

KARNATAKA,HIMACHAL PRADESH,ODISHA,KERALA,MAHARASHTRA,GUJARAT,RAJASTHAN,ASSAM,MANIPUR,NAGALAND,TRIPURA,WEST BENGAL,UTTAR PRADESH,PUNJAB,JHARKHAND,ANDHRA PRADESH,MEGHALAYA,UTTARAKHAND,TELANGANA,DELHI,PUDUCHERRY,MIZORAM,CHHATTISGARH,HARYANA,BIHAR AND TAMIL NADU are predicted for likely occurrence of Haemorrhagic septicaemia in May-2026

HIMACHAL PRADESH,WEST BENGAL,UTTAR PRADESH,KARNATAKA,ASSAM,UTTARAKHAND,ANDHRA PRADESH,TELANGANA,KERALA,MAHARASHTRA,GUJARAT,RAJASTHAN,ARUNACHAL PRADESH,MEGHALAYA,SIKKIM,TRIPURA,HARYANA PUNJAB,CHHATTISGARH,JHARKHAND,TAMIL NADU,ODISHA AND PUDUCHERRY are predicted for likely occurrence of PPR in MAy-2026

MEGHALAYA,UTTAR PRADESH,HIMACHAL PRADESH,KARNATAKA,ODISHA,GOA,RAJASTHAN,ARUNACHAL PRADESH,ASSAM,MIZORAM,NAGALAND,SIKKIM,BIHAR,WEST BENGAL,HARYANA,CHHATTISGARH,MANIPUR,TRIPURA,UTTARAKHAND,MADHYA PRADESH,MAHARASHTRA,ANDHRA PRADESH AND JHARKHAND are predicted for likely occurrence of African Swine Fever in May-2026

KARNATAKA,UTTAR PRADESH,HIMACHAL PRADESH,JAMMU & KASHMIR,TAMIL NADU,ODISHA,MAHARASHTRA,GUJARAT,RAJASTHAN,ARUNACHAL PRADESH,TRIPURA,WEST BENGAL,UTTARAKHAND,HARYANA,JHARKHAND,TELANGANA,PUDUCHERRY,ANDHRA PRADESH,PUNJAB,GOA,ASSAM,MIZORAM,DELHI,KERALA,MANIPUR,BIHAR,MEGHALAYA AND NAGALAND are predicted for likely occurrence of S & G Pox in May-2026

JHARKHAND,WEST BENGAL,HIMACHAL PRADESH,JAMMU & KASHMIR,PUDUCHERRY,ODISHA,GOA,KERALA,GUJARAT,RAJASTHAN,BIHAR,UTTAR PRADESH,HARYANA,PUNJAB,CHHATTISGARH,KARNATAKA,TAMIL NADU,ASSAM,MEGHALAYA,TRIPURA AND MADHYA PRADESH are predicted for likely occurrence of Theileriosis in May-2026

JHARKHAND,UTTAR PRADESH,HIMACHAL PRADESH,JAMMU & KASHMIR,PUDUCHERRY,ODISHA,KERALA,GUJARAT,RAJASTHAN,WEST BENGAL,BIHAR,HARYANA,CHHATTISGARH,GOA,KARNATAKA,TAMIL NADU,UTTARAKHAND,ARUNACHAL PRADESH,PUNJAB AND MADHYA PRADESH are predicted for likely occurrence of Trypanosomiasis in May-2026

KARNATAKA,KERALA,UTTARAKHAND,HIMACHAL PRADESH,JAMMU & KASHMIR,TELANGANA,GUJARAT,RAJASTHAN,ARUNACHAL PRADESH,ASSAM,NAGALAND,SIKKIM,TRIPURA,BIHAR,JHARKHAND,MADHYA PRADESH,MEGHALAYA,PUDUCHERRY,ANDHRA PRADESH,ODISHA,MAHARASHTRA,DAMAN & DIU,GOA,CHHATTISGARH,WEST BENGAL,MANIPUR AND UTTAR PRADESH are predicted for likely occurrence of Lumpy Skin Disease in May-2026

Risk Prediction Accuracy
May-2026

African Swine Fever - 152 Risk districts, 82.80% Accuracy.
Anthrax - 95 Risk districts, 88.30% Accuracy.
Babesiosis - 135 Risk districts, 93.12% Accuracy.
Black Quarter - 99 Risk districts, 90.92% Accuracy.
Bluetongue - 1 Risk districts, 99.58% Accuracy.
Classical Swine Fever - 87 Risk districts, 91.33% Accuracy.
Enterotoxaemia - 88 Risk districts, 91.60% Accuracy.
Fasciolosis - 104 Risk districts, 90.23% Accuracy.
FMD - 100 Risk districts, 91.19% Accuracy.
HS - 67 Risk districts, 94.49% Accuracy.
LSD - 115 Risk districts, 93.39% Accuracy.
PPR - 136 Risk districts, 90.78% Accuracy.
S&G Pox - 98 Risk districts, 91.60% Accuracy.
Theileriosis - 136 Risk districts, 91.19% Accuracy.
Trypanosomiasis - 140 Risk districts, 89.68% Accuracy.

Auto Messaging

📢 Total of 31,19,380 SMS alerts on disease forecasts have been issued to farmers through FRUITS, NIC, Govt of Karnataka, for the month of February-2026.

📩 ನೆರಡಿ ರೋಗ - 2,25,795 SMS alerts sent.
Affected districts: ಬೆಂಗಳೂರು ಗ್ರಾಮಾಂತರ, ಬಳ್ಳಾರಿ, ಚಿತ್ರದುರ್ಗ, ಕೊಪ್ಪಳ ಮತ್ತು ತುಮಕೂರು. More Info
📩 ಚಪ್ಪೆ ರೋಗ - 1,91,408 SMS alerts sent.
Affected districts: ಬೀದರ್, ಚಿಕ್ಕಮಗಳೂರು, ಕೊಡಗು ಮತ್ತು ಮೈಸೂರು. More Info
📩 ಫೆಸಿಯೋಲಾ ರೋಗ - 1,06,950 alerts sent.
Affected districts: ಶಿವಮೊಗ್ಗ, ಉಡುಪಿ ಮತ್ತು ಉತ್ತರ ಕನ್ನಡ. More Info
📩 ಕಾಲು ಬಾಯಿ ರೋಗ - 7,75,326 SMS alerts sent.
Affected districts: ಬೆಂಗಳೂರು ನಗರ, ಬೆಂಗಳೂರು ಗ್ರಾಮಾಂತರ, ಚಿಕ್ಕಬಳ್ಳಾಪುರ, ಗುಲ್ಬರ್ಗ, ಹಾಸನ, ಕೋಲಾರ, ಮಂಡ್ಯ, ಮೈಸೂರು, ಬೆಂಗಳೂರು ದಕ್ಷಿಣ ಮತ್ತು ತುಮಕೂರು. More Info
📩 ಗಂಟಲು ಬೇನೆ - 5,13,609 SMS alerts sent.
Affected districts: ದಾವಣಗೆರೆ, ಕೊಡಗು, ಮಂಡ್ಯ, ಮೈಸೂರು, ಶಿವಮೊಗ್ಗ ಮತ್ತು ತುಮಕೂರು. More Info
📩 ಚರ್ಮ ಗಂಟು ರೋಗ - 4,27,270 SMS alerts sent.
Affected districts: ಬಳ್ಳಾರಿ, ಬೀದರ್, ಹಾವೇರಿ, ಕೊಡಗು, ಮಂಡ್ಯ, ಮೈಸೂರು, ಶಿವಮೊಗ್ಗ, ಮತ್ತು ಉತ್ತರ ಕನ್ನಡ. More Info
📩 ಥೈಲೇರಿಯಾ ರೋಗ - 5,16,456 SMS alerts sent.
Affected districts: ಬಾಗಲಕೋಟೆ, ಬಳ್ಳಾರಿ, ಚಿಕ್ಕಬಳ್ಳಾಪುರ, ಹಾಸನ, ಕೊಡಗು, ಕೊಪ್ಪಳ, ಮೈಸೂರು, ರಾಯಚೂರು, ತುಮಕೂರು, ಬಿಜಾಪುರ, ಮತ್ತು ಯಾದಗಿರಿ. More Info
📩 ತ್ರಿಪನೋಸೋಮಾ ರೋಗ - 3,62,566 SMS alerts sent.
Affected districts:ಬಾಗಲಕೋಟೆ, ಬಳ್ಳಾರಿ, ಚಿಕ್ಕಬಳ್ಳಾಪುರ, ಹಾಸನ, ಕೊಪ್ಪಳ, ರಾಯಚೂರು, ತುಮಕೂರು, ಬಿಜಾಪುರ, ಮತ್ತು ಯಾದಗಿರಿ. More Info

DLT SMS Alerts for Veterinarian's

DLT SMS Sent Report January 2026 (Predicted March 2026) District Wise:

Risk predicted for Andaman and Nicobar Island districts; 60 SMS sent.
Risk predicted for Andhra Pradesh districts; 615 SMS sent.
Risk predicted for Assam districts; 732 SMS sent.
Risk predicted for Chhattisgarh districts; 252 SMS sent.
Risk predicted for Goa districts; 48 SMS sent.
Risk predicted for Gujarat districts; 1,612 SMS sent.
Risk predicted for Haryana districts; 356 SMS sent.
Risk predicted for Jharkhand districts; 1,202 SMS sent.
Risk predicted for Karnataka districts; 2,599 SMS sent.
Risk predicted for Kerala districts; 5,186 SMS sent.
Risk predicted for Madhya Pradesh districts; 280 SMS sent.
Risk predicted for Manipur districts; 66 SMS sent.
Risk predicted for Meghalaya districts; 102 SMS sent.
Risk predicted for Mizoram districts; 38 SMS sent.
Risk predicted for Nagaland districts; 82 SMS sent.
Risk predicted for Odisha districts; 824 SMS sent.
Risk predicted for Sikkim districts; 81 SMS sent.
Risk predicted for Telangana districts; 355 SMS sent.
Risk predicted for Tripura districts; 137 SMS sent.
Risk predicted for Uttar Pradesh districts; 3,188 SMS sent.
Risk predicted for Uttarakhand districts; 302 SMS sent.
Risk predicted for West Bengal districts; 1,395 SMS sent.

Resources

1. PPT/PDF 2. Disease Videos 3. Articles 4. Shape Files

Risk Factors

Data is available at block level for 15 years on cost basis Environmental data units available at Block level from 2001 (...In Progress) 190943 Outbreak data available since 1987 in the database

Select Parameter:

Environmental Data Parameters

Environmental Data Table

Sl.No	Parameter	Resolution	Time Interval	Units	Source
1	Relative humidity	2.5	1 Month	Percentage (%)	Source
2	Sea Level Pressure	2.5	1 Month	Pascals	Source
3	Cloud Cover	0.5	1 Month	Percentage (%)	Source
4	Temperature	0.5	1 Month	Degree Celsius	Source
5	Diurnal Temperature	0.5	1 Month	Degree Celsius	Source
6	Maximum Temperature	0.5	1 Month	Degree Celsius	Source
7	Minimum Temperature	0.5	1 Month	Degree Celsius	Source
8	Precipitation	0.5	1 Month	Milli Meters	Source
9	Soil Moisture	0.5	1 Month	Kg m-2	Source
10	Vapour Pressure	0.5	1 Month	Hectopascals (hPa)	Source
11	Wetness	0.5	1 Month	Days	Source
12	Air Temperature	2.5	1 Month	Degree Celsius	Source
13	Wind Speed	2.5	1 Month	m/s	Source
14	NDVI	0.0045	8 Days	-	Source
15	LST	0.009	16 Days	-	Source
16	EVI	0.0045	8 Days	-	Source
17	PET	0.0045	8 Days	kg/m²/8day	Source
18	LAI	0.0045	8 Days	m²/m²	Source