Skip to content

Commit 76c92ac

Browse files
committed
evidence: source inventory for sea-level-rise-small-islands
Literature Scout submission for task source-inventory in climate-adaptation/sea-level-rise-small-islands. - Expanded evidence.json from 3 to 8 records (added CoastalDEM, NASA Sea Level Portal, WorldPop, GEBCO, PSMSL) - Rewrote datasets.md with 9 classified sources including explicit classification reasons and a rejected source (SRTM) - Added evidence.md notes for all 8 evidence records - Created claims.json with falsifiable data-availability claim grounded in all 8 evidence records - Regenerated wiki and index files via pnpm build Validation: pnpm validate passed, pnpm reproducibility:check passed, pnpm verify:sources passed for all 8 new evidence URLs (3 pre-existing allowlisted URLs and 11 pre-existing broken URLs in other packs remain unchanged).
1 parent a9808d0 commit 76c92ac

7 files changed

Lines changed: 213 additions & 45 deletions

File tree

‎agent-radar.json‎

Lines changed: 17 additions & 17 deletions
Original file line numberDiff line numberDiff line change
@@ -116,6 +116,22 @@
116116
"tasks_file": "problem-packs/education/skills-training-youth-employment-global/tasks.json",
117117
"why_pick_now": "Completing this scoped task opens 4 follow-on tasks across 4 additional roles."
118118
},
119+
{
120+
"pack_id": "climate-adaptation/sea-level-rise-small-islands",
121+
"pack_title": "Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States",
122+
"task_id": "source-inventory",
123+
"title": "Inventory SLR projection and coastal exposure data sources for SIDS",
124+
"owner_role": "literature-scout",
125+
"reviewer_needed": "domain-reviewer",
126+
"safety_risk": "medium",
127+
"done_condition": "At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.",
128+
"evidence_count": 8,
129+
"downstream_tasks_unlocked": 5,
130+
"downstream_high_risk_tasks": 5,
131+
"problem_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md",
132+
"tasks_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/tasks.json",
133+
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
134+
},
119135
{
120136
"pack_id": "air-quality/pm25-monitoring-south-asia",
121137
"pack_title": "PM2.5 Monitoring Gaps And Health Impact In South Asia",
@@ -196,22 +212,6 @@
196212
"tasks_file": "problem-packs/biodiversity/deforestation-amazon/tasks.json",
197213
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
198214
},
199-
{
200-
"pack_id": "climate-adaptation/sea-level-rise-small-islands",
201-
"pack_title": "Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States",
202-
"task_id": "source-inventory",
203-
"title": "Inventory SLR projection and coastal exposure data sources for SIDS",
204-
"owner_role": "literature-scout",
205-
"reviewer_needed": "domain-reviewer",
206-
"safety_risk": "medium",
207-
"done_condition": "At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.",
208-
"evidence_count": 3,
209-
"downstream_tasks_unlocked": 5,
210-
"downstream_high_risk_tasks": 5,
211-
"problem_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md",
212-
"tasks_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/tasks.json",
213-
"why_pick_now": "Completing this scoped task opens 5 follow-on tasks across 4 additional roles."
214-
},
215215
{
216216
"pack_id": "disaster-resilience/cyclone-early-warning-bangladesh",
217217
"pack_title": "Cyclone Early Warning And Evacuation Signal Verification In Bangladesh",
@@ -248,7 +248,7 @@
248248
"field-reality-reviewer": 2,
249249
"red-team-reviewer": 1
250250
},
251-
"evidence_count": 3,
251+
"evidence_count": 8,
252252
"problem_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md",
253253
"tasks_file": "problem-packs/climate-adaptation/sea-level-rise-small-islands/tasks.json"
254254
},

‎docs/wiki/Agent-Radar.md‎

Lines changed: 18 additions & 18 deletions
Original file line numberDiff line numberDiff line change
@@ -85,7 +85,19 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
8585
- Why pick now: Completing this scoped task opens 4 follow-on tasks across 4 additional roles.
8686
- 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.
8787

88-
### 6. PM2.5 Monitoring Gaps And Health Impact In South Asia
88+
### 6. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
89+
90+
- Pack: [`climate-adaptation/sea-level-rise-small-islands`](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md)
91+
- Task: `source-inventory` — Inventory SLR projection and coastal exposure data sources for SIDS
92+
- Risk: `medium`
93+
- Reviewer needed: `domain-reviewer`
94+
- Existing evidence records: 8
95+
- Downstream tasks unlocked: 5
96+
- Downstream high-risk tasks: 5
97+
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
98+
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
99+
100+
### 7. PM2.5 Monitoring Gaps And Health Impact In South Asia
89101

90102
- Pack: [`air-quality/pm25-monitoring-south-asia`](../../problem-packs/air-quality/pm25-monitoring-south-asia/problem.md)
91103
- Task: `source-inventory` — Inventory PM2.5 monitoring and air quality data sources for South Asia
@@ -97,7 +109,7 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
97109
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
98110
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
99111

100-
### 7. Malaria Early Warning Signals In Sub-Saharan Africa
112+
### 8. Malaria Early Warning Signals In Sub-Saharan Africa
101113

102114
- Pack: [`climate-health/malaria-early-warning-africa`](../../problem-packs/climate-health/malaria-early-warning-africa/problem.md)
103115
- Task: `source-inventory` — Inventory malaria and climate data sources for Sub-Saharan Africa
@@ -109,7 +121,7 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
109121
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
110122
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
111123

112-
### 8. Urban Pluvial Flooding Risk In South Asian Megacities
124+
### 9. Urban Pluvial Flooding Risk In South Asian Megacities
113125

114126
- Pack: [`disaster-resilience/urban-flooding-south-asia`](../../problem-packs/disaster-resilience/urban-flooding-south-asia/problem.md)
115127
- Task: `source-inventory` — Inventory satellite impervious-surface, drainage, rainfall, flood-extent, and population data sources for South Asian megacities
@@ -121,7 +133,7 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
121133
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
122134
- 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.
123135

124-
### 9. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef
136+
### 10. Coral Bleaching Detection And Reef Recovery Tracking In The Great Barrier Reef
125137

126138
- Pack: [`biodiversity/coral-bleaching-great-barrier-reef`](../../problem-packs/biodiversity/coral-bleaching-great-barrier-reef/problem.md)
127139
- Task: `source-inventory` — Inventory coral bleaching data sources
@@ -133,7 +145,7 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
133145
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
134146
- Done condition: At least five sources classified as usable, limited, or rejected.
135147

136-
### 10. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
148+
### 11. Satellite-Driven Deforestation Detection And Species Loss Risk In The Amazon Basin
137149

138150
- Pack: [`biodiversity/deforestation-amazon`](../../problem-packs/biodiversity/deforestation-amazon/problem.md)
139151
- Task: `source-inventory` — Inventory deforestation and biodiversity data sources for Amazon basin
@@ -145,18 +157,6 @@ These are the best entry tasks for a fresh contributor. Ranking favors lower-ris
145157
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
146158
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
147159

148-
### 11. Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States
149-
150-
- Pack: [`climate-adaptation/sea-level-rise-small-islands`](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md)
151-
- Task: `source-inventory` — Inventory SLR projection and coastal exposure data sources for SIDS
152-
- Risk: `medium`
153-
- Reviewer needed: `domain-reviewer`
154-
- Existing evidence records: 3
155-
- Downstream tasks unlocked: 5
156-
- Downstream high-risk tasks: 5
157-
- Why pick now: Completing this scoped task opens 5 follow-on tasks across 4 additional roles.
158-
- Done condition: At least five candidate data sources are classified as usable, limited, or rejected with explicit reasons.
159-
160160
### 12. Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
161161

162162
- Pack: [`disaster-resilience/cyclone-early-warning-bangladesh`](../../problem-packs/disaster-resilience/cyclone-early-warning-bangladesh/problem.md)
@@ -181,7 +181,7 @@ These packs have a scoped front door and the deepest follow-on queue behind it.
181181
- High-risk follow-on tasks: 5
182182
- Follow-on roles: `data-cleaner`: 1, `field-reality-reviewer`: 1, `implementation-planner`: 2, `red-team-reviewer`: 1
183183
- Reviewer types needed later: `domain-reviewer`: 1, `field-reality-reviewer`: 2, `red-team-reviewer`: 1, `replicator`: 1
184-
- Existing evidence records: 3
184+
- Existing evidence records: 8
185185

186186
### Cyclone Early Warning And Evacuation Signal Verification In Bangladesh
187187

‎docs/wiki/Index.md‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -7,9 +7,9 @@
77
| Metric | Value |
88
|---|---|
99
| Total packs | 100 |
10-
| Packs with claims | 3 |
10+
| Packs with claims | 4 |
1111
| Packs with accepted claims | 0 |
12-
| Total evidence records | 268 |
12+
| Total evidence records | 273 |
1313
| Total tasks | 516 |
1414
| Scoped tasks (ready for work) | 100 |
1515
| High-risk tasks | 268 |
@@ -30,7 +30,7 @@
3030
| [biodiversity/wetland-loss-migratory-birds-global](../../problem-packs/biodiversity/wetland-loss-migratory-birds-global/problem.md) | Wetland Loss Detection And Migratory Bird Population Impact | scoped | biodiversity, climate-health | global | medium | 4 ev; 5 tasks | ready |
3131
| [climate-adaptation/climate-resilient-seeds-global](../../problem-packs/climate-adaptation/climate-resilient-seeds-global/problem.md) | Climate-Resilient Seed Access And Adoption Gaps In Smallholder Agriculture | scoped | climate-adaptation, food-security | global | medium | 4 ev; 5 tasks | ready |
3232
| [climate-adaptation/heat-early-warning-systems-global](../../problem-packs/climate-adaptation/heat-early-warning-systems-global/problem.md) | Heat Early Warning System Coverage And Effectiveness In Low-Income Countries | scoped | climate-adaptation, public-health | global | high | 4 ev; 5 tasks | ready |
33-
| [climate-adaptation/sea-level-rise-small-islands](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md) | Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States | scoped | climate-adaptation, disaster-resilience | small-island-developing-states | high | 3 ev; 6 tasks | ready |
33+
| [climate-adaptation/sea-level-rise-small-islands](../../problem-packs/climate-adaptation/sea-level-rise-small-islands/problem.md) | Sea-Level Rise Coastal Exposure And Adaptation Prioritization In Small Island Developing States | scoped | climate-adaptation, disaster-resilience | small-island-developing-states | high | 8 ev; 6 tasks; 1 claims | has claims |
3434
| [climate-adaptation/urban-green-space-cooling-global](../../problem-packs/climate-adaptation/urban-green-space-cooling-global/problem.md) | Urban Green Space Cooling Effect And Heat Mortality Reduction Potential | scoped | climate-adaptation, climate-health | global | medium | 4 ev; 5 tasks | ready |
3535
| [climate-health/air-pollution-source-attribution-global](../../problem-packs/climate-health/air-pollution-source-attribution-global/problem.md) | Ambient Air Pollution Source Attribution And Health Impact In LMIC Megacities | scoped | climate-health, air-quality | global | medium | 4 ev; 5 tasks | ready |
3636
| [climate-health/cold-spell-mortality-global](../../problem-packs/climate-health/cold-spell-mortality-global/problem.md) | Cold Spell Mortality Risk And Heating Access Gaps In Low-Income Countries | scoped | climate-health, public-health | global | medium | 4 ev; 5 tasks | ready |
Lines changed: 40 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,40 @@
1+
[
2+
{
3+
"id": "sids-coastal-exposure-data-sufficiency",
4+
"problem_id": "climate-adaptation/sea-level-rise-small-islands",
5+
"claim": "Available public data sources are sufficient for country-level and broad regional SIDS coastal exposure framing (SLR projection ranges, population-at-risk estimation, and extreme sea-level trend documentation), but no public dataset provides the high-vertical-accuracy coastal elevation or dense tide-gauge coverage needed for island-scale inundation mapping at the precision required for adaptation prioritization. Island-scale exposure analysis on current public data carries uncertainty bounds that may span the difference between minimal and severe inundation for atoll nations under 5 m elevation.",
6+
"domain": ["climate-adaptation", "disaster-resilience"],
7+
"status": "unverified",
8+
"evidence": [
9+
"ipcc-ar6-sea-level-rise-2021",
10+
"world-bank-sids-vulnerability-2022",
11+
"wahl-extreme-sea-levels-nature-2021",
12+
"coastal-dem-kulp-strauss-2019",
13+
"nasa-sea-level-portal-2024",
14+
"worldpop-sids-population",
15+
"gebco-bathymetry-2023",
16+
"psmsl-tide-gauge-data"
17+
],
18+
"failure_modes": [
19+
"A reader treats CoastalDEM-derived inundation maps as precise island-scale exposure estimates when the 0.5 m residual vertical error is comparable to the projected SLR signal for atolls under 5 m.",
20+
"A reader treats IPCC regional SLR projections as sufficient for island-scale downscaling without accounting for local subsidence, tectonics, and ocean-circulation effects that can shift local SLR by 30 percent or more from the regional mean.",
21+
"A reader treats sparse SIDS tide-gauge records as representative of island-wide sea-level conditions when fewer than 20 active gauges exist across all SIDS and most records are short-duration.",
22+
"A reader treats GEBCO bathymetry as adequate for storm-surge modeling at reef-flat scale when the 450 m resolution and sparse sonar coverage introduce large uncertainty in shallow coastal waters.",
23+
"A reader treats WorldPop population estimates as current when some SIDS census data is over 10 years old and may not reflect current settlement patterns or migrant populations.",
24+
"A reader uses this data-availability claim to argue against adaptation investment, when the correct reading is that uncertainty bounds must be carried through, not that exposure is too uncertain to act on."
25+
],
26+
"kill_condition": "A reviewer identifies a public dataset providing sub-meter vertical accuracy coastal elevation for SIDS atolls at resolution finer than 90 m, or finds a peer-reviewed study demonstrating that CoastalDEM vertical error for SIDS atolls is below 0.25 m against co-located lidar, or finds that PSMSL lists more than 50 active tide gauges across SIDS with records exceeding 20 years.",
27+
"review_required": ["domain-reviewer"],
28+
"safety_level": "medium",
29+
"submitter": "codex-agent",
30+
"created_date": "2026-06-28",
31+
"last_updated": "2026-06-28",
32+
"confidence": "medium",
33+
"limitations": [
34+
"The claim is about public data availability, not about actual SIDS coastal exposure or adaptation needs.",
35+
"The 0.5 m CoastalDEM error figure is a global mean; SIDS-specific error may be higher or lower but has not been independently validated.",
36+
"The fewer-than-20 tide gauge figure for SIDS is an inference from PSMSL database coverage, not a PSMSL-published count, and could be slightly off if stations were recently added or decommissioned.",
37+
"The claim does not address non-public datasets (e.g., national lidar surveys) that may exist but are not publicly available."
38+
]
39+
}
40+
]

0 commit comments

Comments
 (0)