GLOBAL KNOWLEDGE ARK

Reference library

Foundations

Explore concepts, laws, equations and methods, with clear explanations of their use and sources. Choose an area of study or find a specific entry.

More filters

Reference entries

Showing 1–30 of 365 reference entries

Mathematics & logic · Physics · MeasurementRatios and rates

Distinguish part-to-part ratios, fractions of a whole and rates with units. Scale quantities together, compare unit rates, and explain when a relationship is proportional. Check zero cases, starting amounts and whether a result fits its context.

Definition
Mathematics & logic · Physics · MeasurementQuantities and units

Describe a quantity as a numerical value with a unit, and distinguish its physical kind from its dimension. Build length, area, volume and rate units, check meaningful combinations, and separate exact unit relations from measurement uncertainty.

Definition
Mathematics & logic · Physics · MeasurementUnit conversions

Convert quantities with exact unit ratios, track cancellation through compound units, and apply the correct powers to area and volume. Distinguish temperature readings from differences, check dimensions and context, and retain measurement uncertainty when reporting.

Method
Mathematics & logic · Physics · MeasurementEstimation and uncertainty

Distinguish exact model values, rounded approximations and estimates from measurements. Declare the rounding rule, preserve information through calculations and unit changes, and interpret resolution, precision, accuracy and the stated uncertainty type without turning a report’s digits into guaranteed bounds.

Definition
Mathematics & logic · PhysicsCoordinates and tables

Locate a point from an ordered pair, read named axes and their scales, and connect the same values in words, tables and plots. Keep signs, fractions and units exact, distinguish an axis point from a quadrant point, and separate selected observations from a stated rule and its domain before drawing connections.

Definition
Mathematics & logic · PhysicsSlope and straight lines

Read a straight line as a stated relationship, calculate its slope from consistent signed coordinate changes, and interpret its intersections with the axes. Keep horizontal, vertical and coincident-point cases distinct, attach units and domain conditions to context models, and use numerical scales rather than appearance alone to judge a line’s change.

Definition
Mathematics & logic · Physics · MeasurementReading graphs

Read a graph’s quantities, units, ticks and context before judging its visual impression. Calculate differences, reference-based percentages and interval rates from the represented values; distinguish legitimate zoom from distorted spacing; and keep samples, interpolation, missing information, uncertainty and causal explanations separate.

Method
Physics · MeasurementObservables and measurement

Choose the physical quantity you want to investigate, specify the point, event or location involved, and explain how a reading relates to that quantity.

Method
PhysicsSystems and boundaries

Choose what belongs to an investigation, describe its condition at a stated time, and identify interactions with what lies outside its boundary.

Method
PhysicsModels and assumptions

Choose what a model represents, make its simplifications explicit, and check whether its predictions answer the physical question you actually asked.

Method
PhysicsHypotheses, laws and theories

Identify what a scientific statement does, examine its evidence and conditions, and avoid treating its name as a score for certainty.

Method
Mathematics & logic · PhysicsApproximations

Build a useful estimate, compare a correction with a stated reference scale, and check what is lost when you leave out a term.

Approximation
Mathematics & logic · PhysicsSymmetry and invariance

Specify a transformation, identify what stays unchanged, and distinguish symmetry of an object from invariance of a physical model.

Mathematical statement
PhysicsConservation laws

Use a defined system and a named quantity to track transfers, distinguish changing parts from conserved totals, and check the conditions of energy and momentum balances.

Model
PhysicsEmergence and levels of description

Choose a descriptive level, connect collective quantities with component behavior, and check when a simpler physical description answers a specified question.

Model
Mathematics & logic · PhysicsVectors

Describe displacement with fixed-axis components, combine compatible vectors, and use small exact examples to introduce span, independence, basis and real vector spaces.

Definition
Physics · Information · MeasurementScientific records

Build an inspectable physics record, test and revise a bounded cart model, preserve processing history, and plan findable data with appropriate sharing conditions.

Method
PhysicsPosition, velocity and acceleration

Describe a point's motion on a chosen straight axis, then connect signed changes, instantaneous rates and one exact set of position, velocity and acceleration graphs.

Definition
PhysicsNewton’s laws and forces

Choose one body, identify the forces acting on it, and use their vector sum to distinguish acceleration, balanced motion and mutual interactions.

Model
PhysicsWork, energy and power

Connect force and displacement to changes in motion, follow a spring’s stored energy, and distinguish an energy transfer from its rate.

Model
Physics · MeasurementSpeed of light in vacuum

c denotes the speed of light in vacuum. Its numerical value is fixed exactly in SI units.

Definition
Physics · MeasurementPlanck constant

h denotes the Planck constant. Its numerical value is fixed exactly in SI units.

Definition
Physics · MeasurementCaesium-133 defining frequency

ΔνCs denotes the unperturbed ground-state hyperfine transition frequency of caesium-133. Its numerical value is fixed exactly in SI units.

Definition
Mathematics & logic · PhysicsSine, cosine and the unit circle

Sine and cosine are unit-circle coordinates whose squared values sum to one.

Mathematical statement
Mathematics & logic · Information · PhysicsLinear maps and matrix representation

A linear map preserves linear combinations and has a matrix once bases are chosen.

Definition
Mathematics & logic · PhysicsDerivative at a point

A derivative is a finite limit of local difference quotients.

Definition
Mathematics & logic · PhysicsDefinite integral and signed accumulation

A definite integral is the limiting signed accumulation of small contributions.

Definition
Mathematics & logic · PhysicsFundamental theorem of calculus

Continuity connects differentiation with integration.

Mathematical statement
Measurement · Physics · Mathematics & logicDimensional consistency

Use dimensions to detect impossible quantity equations.

Method
Physics · Earth & cosmosNewtonian gravitation

An inverse-square force models attraction between point masses.

Model
MethodSource checked

Scientific records

PhysicsInformationMeasurement

Build an inspectable physics record, test and revise a bounded cart model, preserve processing history, and plan findable data with appropriate sharing conditions.

Key knowledge

Data provenance describes entities, producing activities and responsible agents, together with relations such as generation, use and derivation. This context supports assessment of a record's origin and transformations.

Conditions and scope

  • Provenance describes origin and processing; it does not by itself establish that a measurement or conclusion is correct.
  • This entry covers the W3C provenance model, not a complete laboratory-record or privacy policy.
Sources · 8

References

Sources retain their recorded scope. A source link alone does not establish verification of every statement.

  1. For the Sound Development of Science (second edition)日本学術振興会「科学の健全な発展のために」編集委員会 — Japan Society for the Promotion of Science editorial committeeTeaching resource · PDFjsps.go.jpRead source
  2. NIST Research Data Framework (RDaF), version 2.0, SP 1500-18r2 (cover: February 2024)Robert J. Hanisch, Debra L. Kaiser, Alda Yuan, Andrea Medina-Smith, Bonnie C. Carroll and Eva M. Campo — NIST RDaF teamReference guidenvlpubs.nist.govRead source
  3. Checklist for a Data Management Plan, version 4.0 (2013)Digital Curation Centre — Edinburgh, United KingdomReference guide · PDFdcc.ac.ukRead source
  4. The FAIR Guiding Principles for scientific data management and stewardship (2016)Mark D. Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg and coauthors — international collaborationReference guidepmc.ncbi.nlm.nih.govRead source
  5. Recommendation on Open Science (23 November 2021)United Nations Educational, Scientific and Cultural Organization (UNESCO)Reference guideunesco.orgRead source
  6. About recordsZenodo — CERN and OpenAIREReference guidehelp.zenodo.orgRead source
  7. PROV-DM: The PROV Data Model (2013), Introduction and core structuresW3C Provenance Working GroupReference guidew3.orgRead source
  8. PROV and Real Things · MODSIM2015Simon J. D. Cox and Nicholas J. Car · CSIROResearch paper · PDFmssanz.org.auRead source

Evidence and review

Entity, activity, agent and derivation concepts in PROV-DM.

2026-10-10 · Checked against the W3C Recommendation, rather than treating its nonnormative overview as the standard.

Foundational review

2026-10-10 · Fresh primary-source inspection of the complete compact record, including every statement, equation, quantity and material condition, followed by independent AI editorial review. This check does not certify all linked lessons or every passage of every cited publication.

Sources from other places

Agreement within this scope

PROV describes entities, activities, agents, generation, use and derivation, including physical samples and digital outputs.

Provenance makes the origin and transformation of a record assessable; it does not itself establish truth.

Related articles

Scientific records, data management, and open science ↗
Entry detailsPermanent link to this entry ↗
Record identity
scientific-records
Revision
reference-core.1
Published lesson seed
scientific-records-data-management-open-science