Active Source Scope:
Official NISR Survey Microdata
• Survey-weighted ratio estimator sum(W*P)/sum(W*A) using official NISR sampling weights.
Official plots: 42 • Manual plots: 0
Weighted Average Yield
604.7 kg / ha
42 Plots Sampled in 2025 Season A
Total Estimated Production
1060 Metric Tons
Across 1753 Cultivated Hectares
Improved Seed Adoption
2.4%
Certified CIP seeds adoption rate
Post-Harvest Loss Rate
0.55%
Harvest, Storage & Transport Loss
Productivity Gap Intelligence: Sorghum (2025 Season A)
Empirical comparison between top-tier benchmark and lagging district from verified microdata
Benchmark District
Top Performer
Gatsibo
Eastern Province • 7 plots sampled
1982.1 kg/ha
• Irrigation Adoption: 0.0%
• Improved Seed: 14.3%
• Inorganic Fertilizer: 28.6%
-71.1%
Yield Deficit
1409.9 kg/ha
1409.9 kg/ha
Lagging District
Needs Intervention
Nyanza
Southern Province • 14 plots sampled
572.2 kg/ha
• Irrigation Adoption: 0.0%
• Improved Seed: 0.0%
• Inorganic Fertilizer: 14.3%
Harmonized Multi-Year Comparison: SAS 2024 vs SAS 2025 (Season A)
Empirical growth rates computed strictly according to the AgriLens Harmonization Protocol
2024 Season A Yield
310.9 kg/ha
25 verified observations
2025 Season A Yield
604.7 kg/ha
42 verified observations
Net Productivity Expansion
+94.5%
Harmonized crop definitions
District Productivity League Table (2025 Season A)
Comprehensive ranking of districts with observed microdata metrics
| Rank | District | Province | Plots Sampled | Weighted Yield (kg/ha) | Irrigation % | Improved Seed % | Inorganic Fert % | Loss Rate % |
|---|---|---|---|---|---|---|---|---|
| #1 | Bugesera | Eastern Province | 2 | 2557.5 | 0.0% | 0.0% | 0.0% | 0.0% |
| #2 | Gatsibo | Eastern Province | 7 | 1982.1 | 0.0% | 14.3% | 28.6% | 0.7% |
| #3 | Nyagatare | Eastern Province | 5 | 955.9 | 0.0% | 0.0% | 60.0% | 0.0% |
| #4 | Gisagara | Southern Province | 14 | 599.6 | 0.0% | 0.0% | 21.4% | 1.7% |
| #5 | Nyanza | Southern Province | 14 | 572.2 | 0.0% | 0.0% | 14.3% | 0.5% |