Crop & Yield Management
Crop inventory, UAV-based yield estimation, CCE records, and DGCES submission — All 11 Districts · Kharif 2024–25
⬇ Export Season Report
+ Record Crop Sowing
Total Crop Area
748 ha
Across 412 farmers · 1,000 sq km
Avg Yield Estimate
2.9 t/ha
UAV NDVI model · Kharif 24–25
CCE Records Filed
318
DGCES portal · 77% of plots
Plots Under Stress
41
ML drought / pest flag · Active
CCE Submissions Due
24
DGCES deadline: 5 April 2026
AI/ML Yield Estimation Engine — Active
Input: NDVI time series · UAV multispectral (5-band) · Historical yield · IMD weather · Model: TensorFlow/PyTorch · MLflow v2.4
Model Current
94.2%
Model Accuracy
Q4
Survey Cycle
412
Plots Scored
±0.18
t/ha Error Margin
Kharif 2024–25
Rabi 2023–24
Kharif 2023–24
Jhum 2022–23
Crop Inventory
Yield Estimates
CCE Records
Productivity Tracking
| District | Crop Type | Plots | Area (ha) | Growth Stage | NDVI Trend | Yield Estimate | Max Capacity | CCE Status | ML Flag |
|---|---|---|---|---|---|---|---|---|---|
| Aizawl | Wet Rice | 52 | 93.6 | Ripening | 3.2 t/ha | 3.8 t/ha | Submitted | — | |
| Lunglei | Wet Rice | 38 | 118.0 | Ripening | 3.0 t/ha | 3.5 t/ha | Submitted | — | |
| Champhai | Wet Rice | 29 | 58.0 | Flowering | 2.4 t/ha | 3.5 t/ha | Pending | Drought | |
| Champhai | Ginger | 14 | 16.8 | Vegetative | 4.1 t/ha | 5.0 t/ha | Submitted | — | |
| Kolasib | Vegetables (Mixed) | 22 | 19.8 | Harvest | 8.2 t/ha | 10.0 t/ha | Submitted | — | |
| Mamit | Maize | 34 | 142.8 | Ripening | 2.8 t/ha | 3.2 t/ha | Pending | — | |
| Mamit | Millet (Jhum) | 18 | 72.0 | Vegetative | 1.4 t/ha | 1.8 t/ha | Draft | — | |
| Serchhip | Mustard | 20 | 30.0 | Harvest | 1.8 t/ha | 2.2 t/ha | Submitted | — | |
| Lawngtlai | Wet Rice (Jhum) | 24 | 96.0 | Flowering | 2.2 t/ha | 3.0 t/ha | Pending | Rain | |
| Saiha | Turmeric | 10 | 10.0 | Vegetative | 3.8 t/ha | 4.5 t/ha | Due 5 Apr | — | |
| Aizawl | Banana | 8 | 4.8 | Harvest | 12.0 t/ha | 15.0 t/ha | Submitted | — | |
| Aizawl | Field Pea | 6 | 3.6 | Ripening | 1.6 t/ha | 2.0 t/ha | Submitted | — |
District-wise Yield Estimates
UAV NDVI model output vs. maximum production capacity · Kharif 2024–25
Estimated Yield vs. Max Capacity (t/ha)
Crop Type Distribution
By cultivated area · Kharif 2024–25
Wet Rice
539 ha
Maize
143 ha
Millet (Jhum)
72 ha
Ginger
17 ha
Vegetables
20 ha
Other Crops
37 ha
CCE Records & DGCES Submission
Crop Cutting Experiment Records
Field-level yield measurement · Submission to DGCES national portal
Aizawl — Wet Rice · Plot AZL-0042
3.2 t/ha
Submitted
Lunglei — Wet Rice · Plot LNG-0018
3.0 t/ha
Submitted
Champhai — Wet Rice · Plot CHP-0031
2.4 t/ha
Pending
Saiha — Turmeric · Plot SAI-0008
Est. 3.8 t/ha
Due 5 Apr
Mamit — Maize · Plot MMT-0055
2.8 t/ha
Draft
Productivity Enhancement
Activities tracked per plot for insurance and ERP linkage
Fertiliser Application Logged312 / 412
Pest / Disease Surveillance280 / 412
Irrigation / Water Management198 / 412
Productivity Data Farmer-Input344 / 412
Insurance Claim Docs (UAV Verified)41 / 41
CCE Submission to DGCES
Records Submitted318 / 412
⚠ 24 CCE records pending — DGCES portal deadline: 5 April 2026. Saiha district requires immediate action.