ASTR 430 ยท Lecture 04

Lecture 04: Identifiers and Cross-Matches

Research Methods in Astronomy

A cross-match is inference under a background model, not a string join on object names.

Objectives and route

Terms for This Lecture

Sky coordinate

Definition: A position on the celestial sphere expressed in a declared reference frame and epoch.

Why it matters here: In Identifiers and Cross-Matches, Sky coordinate is needed to reason about coordinates, angular separation, likelihood ratios, and background density rather than merely label the phenomenon.

Relationship: It is interpreted alongside Angular separation and the lecture relation below; identify which quantities are observed, calibrated, or model-derived.

Limitation or common confusion: This is not a posterior match probability until background density and competing candidates are included.

\(w=exp(-r^2/(2 sigma_r^2))/rho\)

Why the method matters

A cross-match is inference under a background model, not a string join on object names.

Keep observation, calibration, transformation, model, and claim separate so each can be challenged.

cross-match geometry
coordinates, angular separation, likelihood ratios, and background density. The geometry distinguishes inputs, transformations, and inferential limits.

Formal object

\(w=exp(-r^2/(2 sigma_r^2))/rho\)

Define fields, units, defaults, version identifiers, and the boundary between measured, adopted, and inferred quantities.

Read the evidence

Identify which part is input, transformation, and claim. A caption should let a reader reproduce the path without asking the author what was omitted.

cross-match geometry
coordinates, angular separation, likelihood ratios, and background density. The geometry distinguishes inputs, transformations, and inferential limits.

Worked audit

exp[-0.5(0.8/0.3)^2] = 0.0285655.

This is not a posterior match probability until background density and competing candidates are included.

Estimate direction first, record units or decision criteria, then test one assumption. This check is generated from shared ASTR430 values.

Failure modes

Active reasoning

Prompt: At 0.8 arcsec with 0.3 arcsec positional uncertainty, compute the Gaussian separation weight.

What would you record so a skeptical collaborator could rerun or challenge the conclusion?

Paired workshop

The workshop turns this method into a reproducible artifact: a query manifest, screening log, uncertainty table, figure critique, time budget, or proposal review. The deliverable includes result and provenance.

Takeaways

Exact source anchors

Gaia EDR3 Documentation Chapter 9; SIMBAD nomenclature documentation.

Archive, software, and ethics citations with verification status are in reference-log.md.