airmosaic-ai

Research methods and design

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Methods explain the scientific question, source meaning, method choices, assumptions, uncertainty and interpretation. Configuration, commands and software checks belong in skills.

Four research steps

Step Questions and coverage Read
01 Socioeconomic and Natural Change What upstream activities, population and natural conditions change, and how can they be described consistently? Stage methods
02 Emission Inventory How should accounting boundaries, emission methods and allocation be chosen? Conceptual methods
03 Atmospheric Transport and Chemistry How do atmospheric processes connect inputs with concentrations, and how should observations be used for evaluation? Stage methods
04 Integrated Impacts Which human or natural outcomes are affected, and how should exposure, baselines and response be aligned? Stage methods

Shared methods cover cross-stage data quality, literature, modeling design and reproduction. Stages describe research responsibilities; a study can reference shared evidence without repeating every step. Stage 02 includes methods and the explicitly declared bounded synthetic inventory route; other entries remain at their stated implementation level.

Reading a method

Start with its intended question and applicability, then examine sources/units, analysis choices, quality rules and uncertainty. Use those decisions to define the inputs and checks needed by the corresponding skill.

For current operations, follow skill categories. Detailed document-to-skill relationships live in index.yaml; executable tools and current prerequisites are found through tool queries. This overview stays focused on research coverage as individual capabilities change.

Source-audit notes preserve dated evidence. A historical operation or a method description does not establish that a current task is ready to run.