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Akasha · Pathology

CIDSA Crop Stress & Disease Intelligence

Catch the problem before the crop shows it.

Module Role

Early detection of crop stress and diseases

About this module

Crop Stress & Disease Intelligence pairs deep-learning models with multispectral imagery to flag stress and disease 7-12 days before they're visible. Pinpoints affected zones, suggests the smallest possible intervention, and tracks recovery.

Reference library

Crop · Disease · Stress catalogue

Every crop the CIDSA classifier is trained on, with the canonical disease list, symptom guide, and abiotic stress vulnerabilities — searchable by crop name, disease, region or family.

Crops
76
Diseases & pests
344
High severity
119
Fungal
151
Bacterial
13
Viral
19
Pest
83
Region
Rice field

Rice

Oryza sativa

Cereal · Indo-Gangetic & Pan-India staples · Kharif / Rabi

India's #2 cereal by area. Blast and bacterial blight dominate Kharif losses; AI detection saves 7-12 days before visible lesions.

Abiotic stress vulnerabilities

Water stressHeat / ThermalSalinityNutrient deficit

Possible diseases, pests & stresses (9)

 Rice Blast Disease on Rice
Rice Blast Disease
FungalHigh severity

Magnaporthe oryzae

Spindle-shaped lesions with a gray center and brown border appear on leaves. In severe cases, nodes blacken and break, and the panicle neck rots, preventing grain filling.

Stage: Rice blast can strike from seedling stage all the way to heading/panicle stage. However, the tillering and panicle emergence stages are the most vulnerable and damaging.

Bacterial Leaf Blight on Rice
Bacterial Leaf Blight
BacterialHigh severity

Xanthomonas oryzae pv. oryzae

Yellow water-soaked margins turning straw-colored; tip dieback ("kresek").

Stage: Tillering → Panicle initiation

Sheath Blight on Rice
Sheath Blight
BacterialMedium severity

Rhizoctonia solani

Ellipsoid greenish-grey lesions on leaf sheath; lodging at maturity.

Stage: Tillering → Flowering

Rice Tungro Virus on Rice
Rice Tungro Virus
Viral

RTBV + RTSV (leafhopper-vectored)

Stunting; orange-yellow leaf discoloration; reduced tillering.

Stage: Seedling → Tillering

Brown Planthopper on Rice
Brown Planthopper
PestHigh severity

Nilaparvata lugens

"Hopper-burn" — circular yellow → brown dry patches in field.

Stage: Adult

Yellow Stem Borer on Rice
Yellow Stem Borer
PestHigh severity

Scirpophaga incertulas

Deadhearts in vegetative stage; whiteheads at flowering

Stage: Vegetative to reproductive

Drought Stress on Rice
Drought Stress
AbioticHigh severity

Water deficit

Leaf rolling, tip drying, stunting, spikelet sterility

Stage: All stages, critical at flowering

Salinity on Rice
Salinity
AbioticMedium severity

Salt toxicity

Leaf tip whitening, stunting, poor tillering, sterility

Stage: Seedling & reproductive

Submergence on Rice
Submergence
AbioticHigh severity

Flooding / low O2

Elongation, chlorosis, plant death after prolonged flooding

Stage: Vegetative

CIDSA Analytics · Akasha

Stress & Disease Outcomes

Tomato · 28 farms · 60-day cycle

All BlocksIndia
Range · This Season

Lead time

9.4 days

avg

Yield saved

+13%

q/ac

False alarms

4%

Chemical ↓

-38%

L/ac

What this module delivers

Multispectral stress + disease classifier
Pest pressure heatmap
Smallest-intervention recommendation
Recovery tracking after treatment
Region-wide outbreak alerts

Disease index · detected vs. visible

0-100

  • AI detected
  • Visible to human
W0W1W2W3W4W5W6015304560

Stress factor coverage

Model breadth

  • Akasha AI
  • Baseline
WaterNutrientPestDiseaseHeat0255075100
Sample simulation data · Live data feeds available in deployment.Powered by CIDSA Data Visualization & Analytics

Deploy Crop Stress & Disease Intelligence on your operation

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