Scientific papers
527Research papers and scholarly literature on impacts, applications, and methods.
Browse records →Source, scope & limitationsBrowse the collections
Eight resource collections, connected through a shared environmental taxonomy. Understand each source, search it independently, or compare coverage across the field.
Search all 2,738 resources →Policy documents
423Reports, frameworks, guidance, and policy responses relevant to AI and the environment.
Browse records →Source, scope & limitationsTools
340Software, calculators, datasets, and services for environmental research and sustainable practice.
Browse records →Source, scope & limitationsOrganizations
700Research 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
61Courses and structured learning opportunities across the field.
Browse records →Source, scope & limitationsPodcasts
279Episodes and conversations offering accessible entry points into research and debate.
Browse records →Source, scope & limitationsMultimedia
301Videos, 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 | 492 | 527 | 286 | 460 |
| Policy documents | 272 | 423 | 25 | 244 |
| Tools | 257 | 340 | 106 | 204 |
| Organizations | 468 | 700 | 185 | 416 |
| People | 91 | 107 | 13 | 87 |
| Courses | 54 | 61 | 20 | 60 |
| Podcasts | 244 | 279 | 55 | 237 |
| Multimedia | 261 | 301 | 59 | 230 |
Collection coverage by topic
| Topic | Research | Policy | Tools | Organizations | People | Courses | Podcasts | Media |
|---|---|---|---|---|---|---|---|---|
| Cross-cutting sustainability | 152 | 112 | 110 | 169 | 24 | 25 | 105 | 152 |
| Governance and society | 121 | 105 | 63 | 81 | 39 | 27 | 69 | 17 |
| Research tools and geospatial methods | 13 | 1 | 18 | 22 | 0 | 0 | 4 | 1 |
| Education and skills | 0 | 0 | 6 | 1 | 0 | 2 | 1 | 2 |
| Energy and electricity | 65 | 102 | 59 | 190 | 10 | 6 | 75 | 61 |
| Climate and greenhouse gases | 92 | 37 | 28 | 35 | 17 | 4 | 18 | 35 |
| Water | 56 | 25 | 27 | 54 | 0 | 0 | 13 | 17 |
| Materials and critical minerals | 3 | 1 | 5 | 67 | 0 | 0 | 1 | 1 |
| E-waste and circularity | 3 | 0 | 5 | 69 | 0 | 0 | 0 | 1 |
| Land use, heat, and noise | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 |
| Air pollution | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Biodiversity and ecosystems | 38 | 7 | 28 | 23 | 12 | 0 | 12 | 16 |
| Oceans and coasts | 51 | 14 | 23 | 47 | 0 | 0 | 7 | 11 |
| Agriculture and food | 17 | 3 | 5 | 62 | 0 | 1 | 3 | 4 |
| Weather, hazards, and adaptation | 88 | 36 | 23 | 22 | 17 | 4 | 13 | 35 |
| Built environment and infrastructure | 14 | 95 | 42 | 96 | 5 | 0 | 21 | 23 |
| Transport and logistics | 0 | 67 | 25 | 43 | 5 | 0 | 0 | 3 |
| Unclassified topic | 0 | 0 | 0 | 0 | 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 →