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Climate scientist
AI tools to consider for a climate scientist include Climate TRACE, Google Earth Engine, Microsoft Planetary Computer and PixelGust. They support tasks common in this work: research & review evidence, maps & geospatial analysis, climate & sustainability and statistics & data science.
Also known as: climate modeller
Research & review evidence
Find sources and synthesize research for further review.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| ConsensusConsensus | Searches research papers and synthesizes findings with citations, study details, and summaries of agreement across evidence. | Free + paid | Tool + MCP | Source reviewed |
| ElicitElicit | Searches academic literature, creates cited research reports, and supports paper screening and structured evidence extraction. | Free + paid | Tool | Source reviewed |
| ClayClay | Combines data enrichment, AI research agents, buying signals, and workflow automation for prospecting and revenue operations. | Free + paid | Tool | Source reviewed |
| Gemini NotebookGoogle | Formerly NotebookLM: explore source materials and turn them into summaries, study aids, and audio overviews. | Free + paid | Tool | Source reviewed |
| GleanGlean | Enterprise search, AI assistance, and agents grounded in connected company knowledge and access permissions. | Contact sales | Tool + MCP | Source reviewed |
| PerplexityPerplexity | An AI answer engine that researches web sources, provides cited responses, and supports deeper research and file analysis. | Free + paid | Tool + MCP | Source reviewed |
| ClaudeAnthropic | A conversational assistant for documents, research, analysis, and software work. | Free + paid | Tool | Source reviewed |
| Google GeminiGoogle | Google’s assistant supports research, writing, and media creation, with expanded access through Google AI plans. | Pricing not verified | Tool | Source reviewed |
Maps & geospatial analysis
Analyse satellite imagery and spatial data.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| QGISQGIS Project | Free open-source desktop GIS for editing and analysing spatial data. | Open source | Tool | Site checked |
| Geocode AINot verified | Administrative boundaries for every place on Earth: search, reverse lookup, polygons, areas. | Pricing not verified | Tool + MCP | Site checked |
| MapIron MapsNot verified | Geocoding, static maps and privacy-safe area maps from OpenStreetMap data. Hard caps, no overage. | Pricing not verified | MCP | Site checked |
| Placepoint DatasetsNot verified | Create, edit and analyse your own map datasets in Placepoint Fusion. Requires a Placepoint licence. | Pricing not verified | Tool + MCP | Site checked |
| ArcGISEsri | GIS platform with imagery AI and an assistant for mapping and spatial analysis. | Pricing not verified | Tool | Site checked |
| Climate TRACEClimate TRACE coalition | Independent inventory of global greenhouse gas emissions using satellites and AI. | Pricing not verified | Tool + MCP | Site checked |
| Google Earth EngineGoogle | Cloud platform for planetary-scale satellite imagery analysis. | Pricing not verified | Tool | Site checked |
| Microsoft Planetary ComputerMicrosoft | Catalog of environmental datasets with APIs for sustainability analysis. | Pricing not verified | Tool | Site checked |
Climate & sustainability
Measure emissions and monitor environmental risk.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| WatershedWatershed | Enterprise platform to measure, report and reduce emissions. | Pricing not verified | Tool | Site checked |
| PersefoniPersefoni | Carbon accounting and climate disclosure management platform. | Free + paid | Tool | Site checked |
| Climate TRACEClimate TRACE coalition | Independent inventory of global greenhouse gas emissions using satellites and AI. | Pricing not verified | Tool + MCP | Site checked |
| Google Earth EngineGoogle | Cloud platform for planetary-scale satellite imagery analysis. | Pricing not verified | Tool | Site checked |
| Microsoft Planetary ComputerMicrosoft | Catalog of environmental datasets with APIs for sustainability analysis. | Pricing not verified | Tool | Site checked |
| PixelGustNot verified | Weather, climate, soil, terrain, fire and flood risk data for any point or polygon. | Pricing not verified | Tool + MCP | Site checked |
| PlanetPlanet Labs | Daily Earth observation imagery and analytics. | Pricing not verified | Tool | Site checked |
| AtlasAdaptNot verified | Climate hazards, recommended resilience upgrades and incentive-aware ROI for any building. | Pricing not verified | MCP | Site checked |
Statistics & data science
Build statistical models, run experiments, and analyse research data.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| JuliusJulius AI | Chat with spreadsheets and data files to clean, analyse and chart results. | Free + paid | Tool + MCP | Site checked |
| PyMCPyMC Labs and community | Open-source Python library for probabilistic programming and Bayesian inference. | Open source | Tool | Site checked |
| StanStan Development Team | Open-source platform for Bayesian statistical modelling and inference. | Open source | Tool | Site checked |
| QueueSimNot verified | Queueing simulation: M/M/c, staffing, Erlang C checks, and multi-step models built from nodes. | Pricing not verified | Tool + MCP | Site checked |
| DeepnoteDeepnote | Collaborative data notebook with an AI agent for analysis. | Free + paid | Tool + MCP | Site checked |
| HexHex | Collaborative data workspace mixing SQL, Python and AI-assisted analysis. | Free + paid | Tool | Site checked |
| NextflowSeqera | Open-source workflow language for scalable, reproducible scientific pipelines. | Open source | Tool | Site checked |
| Posit (RStudio)Posit | Open-source data science tools for R and Python, including RStudio and Positron. | Open source | Tool | Site checked |
Fields this role works in
Common questions
What AI tools can a climate scientist use?
Climate TRACE, Google Earth Engine, Microsoft Planetary Computer, PixelGust and Planet are good places to start. Tasks they support in this work include: research & review evidence, maps & geospatial analysis and climate & sustainability.
How should AI output be checked in this role?
Treat it as a draft. Confirm facts, figures, and citations against the original source, and keep accountable decisions with a qualified person. Check the vendor’s data terms before sharing anything confidential.
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →