Scientific papers
502Research papers and scholarly literature on impacts, applications, and methods.
Browse records →Source, scope & limitationsBrowse the collections
Nine resource collections, connected through a shared environmental taxonomy. Understand each source, search it independently, or compare coverage across the field.
Search all 2,564 resources →Policy documents
389Reports, frameworks, guidance, and policy responses relevant to AI and the environment.
Browse records →Source, scope & limitationsTools
301Software, calculators, datasets, and services for environmental research and sustainable practice.
Browse records →Source, scope & limitationsOrganizations
680Research groups, companies, nonprofits, networks, and other actors working in this field.
Browse records →Source, scope & limitationsPeople
107Public professional profiles connected to AI, sustainability, and environmental work.
Browse records →Source, scope & limitationsCourses
59Courses and structured learning opportunities across the field.
Browse records →Source, scope & limitationsPodcasts
248Episodes and conversations offering accessible entry points into research and debate.
Browse records →Source, scope & limitationsMultimedia
278Videos, articles, presentations, and other learning resources.
Browse records →Source, scope & limitationsHow the collections connect
Four independent classification dimensions are applied across the eight collections. A shared label allows discovery; it does not make a podcast, paper, and policy document equivalent evidence.
| Collection | pathway | topic | lifecycle | orientation |
|---|---|---|---|---|
| Scientific papers | 467 | 502 | 277 | 437 |
| Policy documents | 238 | 388 | 23 | 209 |
| Tools | 220 | 301 | 92 | 172 |
| Organizations | 254 | 582 | 4 | 126 |
| People | 91 | 107 | 13 | 87 |
| Courses | 52 | 59 | 18 | 58 |
| Podcasts | 215 | 248 | 51 | 208 |
| Multimedia | 238 | 278 | 52 | 209 |
Collection coverage by topic
| Topic | Research | Policy | Tools | Organizations | People | Courses | Podcasts | Media |
|---|---|---|---|---|---|---|---|---|
| Cross-cutting sustainability | 271 | 160 | 132 | 155 | 61 | 34 | 158 | 188 |
| Governance and society | 173 | 115 | 64 | 61 | 45 | 36 | 101 | 74 |
| Research tools and geospatial methods | 59 | 9 | 45 | 1 | 6 | 2 | 3 | 13 |
| Education and skills | 14 | 1 | 8 | 0 | 0 | 13 | 15 | 6 |
| Energy and electricity | 177 | 132 | 87 | 143 | 15 | 20 | 138 | 124 |
| Climate and greenhouse gases | 238 | 83 | 88 | 42 | 29 | 21 | 91 | 96 |
| Water | 81 | 26 | 29 | 43 | 2 | 5 | 19 | 30 |
| Materials and critical minerals | 21 | 4 | 10 | 63 | 0 | 0 | 9 | 7 |
| E-waste and circularity | 9 | 3 | 5 | 62 | 1 | 1 | 7 | 7 |
| Land use, heat, and noise | 8 | 1 | 4 | 0 | 1 | 1 | 4 | 4 |
| Air pollution | 6 | 1 | 4 | 0 | 0 | 0 | 1 | 1 |
| Biodiversity and ecosystems | 85 | 13 | 46 | 22 | 14 | 9 | 18 | 36 |
| Oceans and coasts | 60 | 14 | 26 | 46 | 0 | 0 | 9 | 17 |
| Agriculture and food | 27 | 6 | 11 | 55 | 4 | 1 | 8 | 12 |
| Weather, hazards, and adaptation | 117 | 43 | 38 | 22 | 18 | 7 | 31 | 54 |
| Built environment and infrastructure | 96 | 126 | 53 | 42 | 14 | 11 | 110 | 109 |
| Transport and logistics | 19 | 68 | 29 | 40 | 7 | 1 | 12 | 6 |
| Unclassified topic | 0 | 1 | 0 | 98 | 0 | 0 | 0 | 0 |
Sources & caveats
Scientific papers
A paper listing is not a quality assessment. Peer review and findings require source-level confirmation.
Imported from the public Scientific Paper collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →Policy documents
These are policy resources, not a verified register of enacted laws. Legal status and jurisdiction must be checked at source.
Imported from the public Policy Document collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →Tools
Inclusion does not establish effectiveness, maintenance, or endorsement. Check access and current documentation.
Imported from the public Tool collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →Organizations
Listed location is not necessarily the geographic reach of their work. Presence is not an endorsement.
Imported from the public Organization collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →People
This is a directory, not an expert survey, ranking, or inferred affiliation network.
Imported from the public People of Interest collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →Courses
Availability, fees, and enrollment dates may have changed since collection.
Imported from the public Course collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →Podcasts
Commentary and interviews should not be treated as independently verified findings.
Imported from the public Podcast collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →Multimedia
Formats and evidentiary standards vary; evaluate each original source.
Imported from the public Multimedia collection. All proposed labels need editorial review; source links have not been systematically reverified.
Collection profile →