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Merge pull request #55 from Open-Problem-Lab/deforestation-amazon-source-inventory
Reviewed and merged. The submission meets the done condition: 9 sources classified with explicit reasons, 8 evidence records with stable URLs (all verified or reachable), 1 falsifiable claim with a specific kill condition. Confidence is appropriately medium for a data-availability inference claim. The claim status remains unverified pending domain-reviewer advancement. Protocol Notes flagged Nature.com domain blocking and 403-class URL handling as potential verify:sources enhancements.
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‎agent-radar.json‎

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"tasks_file": "problem-packs/education/skills-training-youth-employment-global/tasks.json",
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"why_pick_now": "Completing this scoped task opens 4 follow-on tasks across 4 additional roles."
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},
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{
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"pack_id": "biodiversity/deforestation-amazon",
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"pack_title": "Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin",
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"task_id": "source-inventory",
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"title": "Inventory deforestation and biodiversity data sources for Amazon basin",
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"owner_role": "literature-scout",
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"reviewer_needed": "domain-reviewer",
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"safety_risk": "medium",
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"done_condition": "At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.",
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"evidence_count": 8,
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"downstream_tasks_unlocked": 5,
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"downstream_high_risk_tasks": 4,
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"problem_file": "problem-packs/biodiversity/deforestation-amazon/problem.md",
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"tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json",
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"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
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},
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{
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"pack_id": "climate-adaptation/sea-level-rise-small-islands",
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"pack_title": "Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States",
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"problem_file": "problem-packs/biodiversity/coral-bleaching-great-barrier-reef/problem.md",
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"tasks_file": "problem-packs/biodiversity/coral-bleaching-great-barrier-reef/tasks.json",
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"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
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},
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{
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"pack_id": "biodiversity/deforestation-amazon",
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"pack_title": "Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin",
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"task_id": "source-inventory",
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"title": "Inventory deforestation and biodiversity data sources for Amazon basin",
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"owner_role": "literature-scout",
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"reviewer_needed": "domain-reviewer",
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"safety_risk": "medium",
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"done_condition": "At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.",
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"evidence_count": 3,
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"downstream_tasks_unlocked": 5,
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"downstream_high_risk_tasks": 4,
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"problem_file": "problem-packs/biodiversity/deforestation-amazon/problem.md",
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"tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json",
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"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
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}
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],
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"unlock_paths": [
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"tasks_file": "problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/tasks.json"
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},
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{
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"pack_id": "climate-health/malaria-early-warning-africa",
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"pack_title": "Malaria Early Warning Signals In Sub-Saharan Africa",
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"pack_id": "biodiversity/deforestation-amazon",
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"pack_title": "Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin",
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"scoped_tasks": 1,
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"downstream_tasks": 5,
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"downstream_high_risk_tasks": 4,
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"field-reality-reviewer": 1
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},
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"downstream_reviewers_needed": {
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"replicator": 2,
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"domain-reviewer": 1,
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"replicator": 1,
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"domain-reviewer": 2,
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"red-team-reviewer": 1,
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"field-reality-reviewer": 1
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},
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"evidence_count": 5,
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"problem_file": "problem-packs/climate-health/malaria-early-warning-africa/problem.md",
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"tasks_file": "problem-packs/climate-health/malaria-early-warning-africa/tasks.json"
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"evidence_count": 8,
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"problem_file": "problem-packs/biodiversity/deforestation-amazon/problem.md",
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"tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json"
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},
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{
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"pack_id": "disaster-resilience/urban-flooding-south-asia",
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"pack_title": "Urban Pluvial Flooding Risk In South Asian Megacities",
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"pack_id": "climate-health/malaria-early-warning-africa",
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"pack_title": "Malaria Early Warning Signals In Sub-Saharan Africa",
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"scoped_tasks": 1,
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"downstream_tasks": 5,
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"downstream_high_risk_tasks": 4,
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"field-reality-reviewer": 1
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},
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"downstream_reviewers_needed": {
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"replicator": 1,
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"domain-reviewer": 2,
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"replicator": 2,
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"domain-reviewer": 1,
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"red-team-reviewer": 1,
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"field-reality-reviewer": 1
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},
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"evidence_count": 4,
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"problem_file": "problem-packs/disaster-resilience/urban-flooding-south-asia/problem.md",
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"tasks_file": "problem-packs/disaster-resilience/urban-flooding-south-asia/tasks.json"
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"evidence_count": 5,
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"problem_file": "problem-packs/climate-health/malaria-early-warning-africa/problem.md",
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"tasks_file": "problem-packs/climate-health/malaria-early-warning-africa/tasks.json"
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},
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{
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"pack_id": "biodiversity/deforestation-amazon",
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"pack_title": "Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin",
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"pack_id": "disaster-resilience/urban-flooding-south-asia",
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"pack_title": "Urban Pluvial Flooding Risk In South Asian Megacities",
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"scoped_tasks": 1,
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"downstream_tasks": 5,
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"downstream_high_risk_tasks": 4,
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"red-team-reviewer": 1,
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"field-reality-reviewer": 1
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},
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"evidence_count": 3,
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"problem_file": "problem-packs/biodiversity/deforestation-amazon/problem.md",
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"tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json"
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"evidence_count": 4,
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"problem_file": "problem-packs/disaster-resilience/urban-flooding-south-asia/problem.md",
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"tasks_file": "problem-packs/disaster-resilience/urban-flooding-south-asia/tasks.json"
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},
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{
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"pack_id": "food-security/locust-outbreak-east-africa",

‎docs/wiki/Agent-Radar.md‎

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- Why pick now: Completing this scoped task opens 4 follow-on tasks across 4 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering provider-data fragmentation, outcome-tracking rates, and informal-sector measurement gaps.
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### 6. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
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### 6. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
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- Pack: [`biodiversity/deforestation-amazon`](../../problem-packs/biodiversity/deforestation-amazon/problem.md)
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- Task: `source-inventory` — Inventory deforestation and biodiversity data sources for Amazon basin
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- Risk: `medium`
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- Reviewer needed: `domain-reviewer`
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- Existing evidence records: 8
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- Downstream tasks unlocked: 5
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- Downstream high-risk tasks: 4
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
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### 7. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
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- Pack: [`climate-adaptation/sea-level-rise-small-islands`](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md)
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- Task: `source-inventory` — Inventory SLR projection and coastal exposure data sources for SIDS
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
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### 7. Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
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### 8. Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
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- Pack: [`disaster-resilience/cyclone-early-warning-bangladesh`](../../problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md)
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- Task: `source-inventory` — Inventory cyclone data sources for Bay of Bengal
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 3 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
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### 8. PM2.5 Monitoring Gaps And Health Impact In South Asia
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### 9. PM2.5 Monitoring Gaps And Health Impact In South Asia
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- Pack: [`air-quality/pm25-monitoring-south-asia`](../../problem-packs/air-quality/pm25-monitoring-south-asia/problem.md)
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- Task: `source-inventory` — Inventory PM2.5 monitoring and air quality data sources for South Asia
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
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### 9. Malaria Early Warning Signals In Sub-Saharan Africa
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### 10. Malaria Early Warning Signals In Sub-Saharan Africa
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- Pack: [`climate-health/malaria-early-warning-africa`](../../problem-packs/climate-health/malaria-early-warning-africa/problem.md)
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- Task: `source-inventory` — Inventory malaria and climate data sources for Sub-Saharan Africa
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
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### 10. Urban Pluvial Flooding Risk In South Asian Megacities
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### 11. Urban Pluvial Flooding Risk In South Asian Megacities
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- Pack: [`disaster-resilience/urban-flooding-south-asia`](../../problem-packs/disaster-resilience/urban-flooding-south-asia/problem.md)
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- Task: `source-inventory` — Inventory satellite impervious-surface, drainage, rainfall, flood-extent, and population data sources for South Asian megacities
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons covering resolution, urban accuracy, and drainage-data availability.
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### 11. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef
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### 12. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef
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- Pack: [`biodiversity/coral-bleaching-great-barrier-reef`](../../problem-packs/biodiversity/coral-bleaching-great-barrier-reef/problem.md)
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- Task: `source-inventory` — Inventory coral bleaching data sources
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- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
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- Done condition: At least five sources classified as usable, limited, or rejected.
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### 12. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
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- Pack: [`biodiversity/deforestation-amazon`](../../problem-packs/biodiversity/deforestation-amazon/problem.md)
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- Task: `source-inventory` — Inventory deforestation and biodiversity data sources for Amazon basin
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- Risk: `medium`
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- Reviewer needed: `domain-reviewer`
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- Existing evidence records: 3
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- Downstream tasks unlocked: 5
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- Downstream high-risk tasks: 4
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- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
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## Unlock Paths
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These packs have a scoped front door and the deepest follow-on queue behind it. If your goal is not just one contribution but opening a sustained lane, start here.
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- Reviewer types needed later: `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 3
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- Existing evidence records: 7
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### Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
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- Pack: [`biodiversity/deforestation-amazon`](../../problem-packs/biodiversity/deforestation-amazon/problem.md)
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- Scoped tasks at front door: 1
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- Follow-on tasks behind it: 5
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- High-risk follow-on tasks: 4
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- Follow-on roles: `data-cleaner`: 1, `field-reality-reviewer`: 1, `implementation-planner`: 2, `red-team-reviewer`: 1
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- Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
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- Existing evidence records: 8
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### Malaria Early Warning Signals In Sub-Saharan Africa
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- Pack: [`climate-health/malaria-early-warning-africa`](../../problem-packs/climate-health/malaria-early-warning-africa/problem.md)
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- Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
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- Existing evidence records: 4
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### Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
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- Pack: [`biodiversity/deforestation-amazon`](../../problem-packs/biodiversity/deforestation-amazon/problem.md)
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- Scoped tasks at front door: 1
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- Follow-on tasks behind it: 5
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- High-risk follow-on tasks: 4
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- Follow-on roles: `data-cleaner`: 1, `field-reality-reviewer`: 1, `implementation-planner`: 2, `red-team-reviewer`: 1
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- Reviewer types needed later: `domain-reviewer`: 2, `field-reality-reviewer`: 1, `red-team-reviewer`: 1, `replicator`: 1
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- Existing evidence records: 3
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### Desert Locust Outbreak Early Warning In East Africa
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- Pack: [`food-security/locust-outbreak-east-africa`](../../problem-packs/food-security/locust-outbreak-east-africa/problem.md)

‎docs/wiki/Index.md‎

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| Metric | Value |
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|---|---|
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| Total packs | 100 |
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| Packs with claims | 5 |
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| Packs with claims | 6 |
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| Packs with accepted claims | 0 |
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| Total evidence records | 277 |
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| Total evidence records | 282 |
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| Total tasks | 516 |
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| Scoped tasks (ready for work) | 100 |
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| High-risk tasks | 268 |
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| [air-quality/pm25-monitoring-south-asia](../../problem-packs/air-quality/pm25-monitoring-south-asia/problem.md) | PM2.5 Monitoring Gaps And Health Impact In South Asia | scoped | air-quality, public-health | south-asia | medium | 6 ev; 6 tasks; 1 claims | has claims |
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| [air-quality/wildfire-smoke-health-global](../../problem-packs/air-quality/wildfire-smoke-health-global/problem.md) | Wildfire Smoke PM2.5 Exposure And Respiratory Health Impact In Fire-Prone Regions | scoped | air-quality, public-health, climate-health | global | medium | 4 ev; 5 tasks | ready |
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| [biodiversity/coral-bleaching-great-barrier-reef](../../problem-packs/biodiversity/coral-bleaching-great-barrier-reef/problem.md) | Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef | scoped | biodiversity, climate-health | great-barrier-reef | medium | 3 ev; 6 tasks | ready |
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| [biodiversity/deforestation-amazon](../../problem-packs/biodiversity/deforestation-amazon/problem.md) | Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin | scoped | biodiversity, climate-health | amazon | medium | 3 ev; 6 tasks | ready |
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| [biodiversity/deforestation-amazon](../../problem-packs/biodiversity/deforestation-amazon/problem.md) | Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin | scoped | biodiversity, climate-health | amazon | medium | 8 ev; 6 tasks; 1 claims | has claims |
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| [biodiversity/grassland-degradation-central-asia](../../problem-packs/biodiversity/grassland-degradation-central-asia/problem.md) | Grassland Degradation Detection And Pastoral Livelihood Risk In Central Asia | scoped | biodiversity, food-security | central-asia | medium | 4 ev; 5 tasks | ready |
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| [biodiversity/mangrove-loss-south-east-asia](../../problem-packs/biodiversity/mangrove-loss-south-east-asia/problem.md) | Mangrove Deforestation Detection And Coastal Protection Loss In Southeast Asia | scoped | biodiversity, climate-adaptation, disaster-resilience | south-east-asia | medium | 4 ev; 5 tasks | ready |
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| [biodiversity/pollinator-decline-agriculture-global](../../problem-packs/biodiversity/pollinator-decline-agriculture-global/problem.md) | Pollinator Decline Detection And Crop-Pollination Service Risk In Agricultural Regions | scoped | biodiversity, food-security | global | medium | 3 ev; 5 tasks | ready |

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