Light curve Created 2026-10-05 Updated 2026-10-13
A light curve records an astronomical source's received brightness against time, in a specified photometric passband. Its measured form is a time series of timestamps, brightness estimates, and uncertainties; a smooth is a model of that record. Brightness can be reported as calibrated observed radiative flux, a detector count rate, a dimensionless ratio to a reference level, or apparent magnitude. These quantities require different units and calibration conventions. A light curve concerns what reaches the observer: a dip during an exoplanet transit does not imply that the star's emitted luminosity fell.
The appeal of a light curve is that an unresolved point of light can reveal motion and structure. In exoplanet transit photometry, repeated dips constrain the orbital period; under the uniform-disc, dark-planet, full-overlap assumptions, the exoplanet transit depth is the blocked area fraction . A toy one-percent dip therefore corresponds to a radius ratio of . Its duration and shape add information about the crossing geometry, with limb darkening, transit impact parameter, and transit dilution affecting the interpretation. See exoplanet transit photometry for the geometry. The first figure instead follows the measurement: an instrumental trend and sky contribution can obscure a small physical dip.
Toy light curve: a one-percent transit recovered from a known sky contribution and gain drift; synthetic data, not observations
. Details. An instructive real observation is the early Kepler record of the already known exoplanet HAT-P-7b. Welsh and colleagues analysed 33.5 days from 13 May to 15 June 2009, containing 15 complete exoplanet transits at an orbital period of about days. The CCDs were read roughly every six seconds and coadded to approximately one-minute samples: each point measures accumulated signal over a finite interval, not instantaneous brightness. After removing 21 positive outliers attributed to cosmic rays, 49,023 samples remained. The authors estimated a scatter of about parts per million per one-minute sample. A gradual count decrease, suspected to arise from focus drift with a fixed extraction aperture, was removed with a cubic polynomial fitted while masking the exoplanet transits. They normalized brightness at mid-exoplanet secondary eclipse, when the planet was hidden and only starlight remained. [ref].
What does the instrument actually measure? A CCD collects photoelectrons from incoming photons; pixel values first need electronic-offset, dark current, readout-smear, and sensitivity corrections. [ref]
https://nexsci.caltech.edu/workshop/2012/keplergo/PipelineCAL.shtml. Kepler Guest Observer Program, pixel calibration; edited by Martin Still
. Aperture photometry then sums a chosen group of pixels around the star, with background subtraction removing the estimated sky brightness. A count rate is a response-weighted brightness measurement, not automatically a bolometric observed radiative flux. Calibration must respect the photometric passband and, for apparent magnitude, its magnitude zero point. Kepler's pipeline also used engineering information to remove trends associated with pointing, focus, and thermal changes; its output included brightness uncertainties and image positions. [ref].Calibration and interpretation need separate checks. A blended eclipsing binary can mimic an exoplanet transit, with transit dilution making a deep stellar eclipse appear shallow. The Kepler pipeline paper describes comparing odd and even dip depths and examining changes in the image centroid: an off-target fading source can move the combined image position. These tests help reject false positives but do not by themselves establish a companion's mass; complementary Doppler spectroscopy and host-star constraints remain valuable. [ref].
Even a real exoplanet's signal can have several contributors. Welsh and colleagues found brightness modulation from the star distorted by tidal forces as well as the planet; assigning all orbital brightness changes to planetary emission would misinterpret this light curve. [ref]
https://www.ucolick.org/~jfortney/papers/Welsh10.pdf. Welsh et al. (2010), interpretation, section 4
. Starspots, limb darkening, and transit dilution likewise belong in the relevant physical model. A flexible trend fitted through a dip could absorb that dip; the masked fit in the real example illustrates why the fitting procedure is part of the measurement. Exposure-averaged light curves and phase folding of a light curve make two further limitations explicit. Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 35 2 Solution Created 2026-10-03 Updated 2026-10-14
The energy-conserving self-similar blast wave requires a stage in which the original stellar radius, ejecta mass, ambient pressure and cooling have ceased to supply important scales. In particular, the swept-up mass must greatly exceed the ejecta mass; alone need not ensure this in a very dilute interstellar medium. For fixed explosion energy , uniform ambient mass density and elapsed time , dimensional analysis gives . Matching mass, length and time gives , , . Equivalently, a self-similar strong shock wave has , whose constant-energy solution has the same exponents:The dimensionless coefficient depends on and the post-shock profiles; dimensional reasoning cannot fix it.
For completeness, obtain the Strong-shock Rankine-Hugoniot conditions in the shock frame. Let denote downstream speed relative to the outward-moving front. With negligible upstream pressure and enthalpy, conservation of mass, momentum and energy givesPut . Substituting into the last two equations and selecting the compressive, nontrivial branch yields . HenceHere the symbol , written as in what follows, is the laboratory-frame radial velocity; it is not the relative speed .
Use the thin-shell approximation for a spherical blast wave. Set and . Equating the swept-up mass to gives . The growing shell's momentum is . Since newly swept gas has zero laboratory momentum, the net force is the cavity pressure acting on the inner shell, to thin-shell accuracy:The pressure at the shock is already accounted for by the jump conditions and mass loading; subtracting as an additional external pressure would count the shock reaction twice. With , the last equation becomesTherefore, for constant ,
The shell volume is . Its internal energy and kinetic energy areTreat the cavity volume as at the same thin-shell level, so its internal energy is . Their sum is proportional to for constant and . Constant total energy thus requires , giving . ConsequentlyUsing , this becomesFor , and the approximate energy fractions are , , .
This is an approximate normalization, not an exact treatment of finite shell thickness. If instead one subtracts the shell volume and uses for the cavity, while retaining the other shell assumptions, the energy coefficient becomes and . The difference is an order- geometric correction of this crude shell model; a consistent exact coefficient requires the full self-similar profiles.
In the idealized mass budget all swept gas is assigned to the shell, so the cavity inertia is neglected. The hot cavity's residual mass density is not specified, so its kinetic energy cannot be assigned a unique numerical fraction from the stated data. If its low mass is and its velocity is of order , then andFor an illustrative uniform-density cavity with homologous velocity , direct radial integration gives , so the preceding fraction has an extra factor . The cavity can carry substantial internal energy despite negligible kinetic energy because it is hot. Neglect of its inertia is justified in the swept-mass-dominated stage, not merely by its small initial radius.
The calculation describes the adiabatic expansion stage of a supernova remnant, giving an estimate of its age or explosion energy from its radius, expansion speed and ambient mass density. For example , and . Such blasts inject energy and momentum into the interstellar medium and redistribute stellar ejecta. The early ejecta-dominated stage, radiatively cooled late shell, nonuniform ambient medium, finite ambient sound speed, magnetic fields, nonspherical geometry and energy transfer to cosmic rays violate different assumptions. Even in the adiabatic spherical stage, the real profiles are not a uniform thin shell and a uniform-pressure cavity, so here is an estimate.
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 42 4 Solution Created 2026-10-03 Updated 2026-10-14
The elements have several complementary origins: primordial light nuclei, stellar and explosive fusion products, and nuclei built by neutron capture. Chemical enrichment also requires their ejection, rather than merely their production inside a star. Nucleosynthesis and transport into the interstellar medium must therefore be considered together.
Hydrogen and much of the helium are primordial. During Big Bang nucleosynthesis, a cooling, expanding plasma assembled surviving neutrons and protons into deuterium, helium-3 and especially helium-4, with small abundances of lithium-7 or its beryllium-7 progenitor. Unstable nuclei at mass numbers five and eight, together with the rapidly falling density and short available time, obstructed sustained production of heavier nuclei. The carbon, oxygen and heavier material in later generations consequently require other sites. Cosmic rays fragment heavier interstellar nuclei and contribute importantly to the light elements lithium, beryllium and boron, which ordinary stellar burning tends to destroy.
Burning stages depend on initial stellar mass. Stellar nuclear fusion can release energy when the products have greater nuclear binding energy than the reactants. The resulting stellar thermostat links nuclear burning to hydrostatic equilibrium: when fuel exhaustion lowers heating, contraction raises the central temperature until another fuel can ignite, if the core becomes hot enough. Higher nuclear charges bring larger Coulomb barriers, so later charged-particle burning generally requires progressively higher temperatures. Whether the core reaches them depends on its mass, electron degeneracy pressure, mixing and envelope loss.
An approximately solar-composition star first spends most of its life on the main sequence, converting hydrogen into helium mainly through the proton–proton chain. The net conversion is four protons into one helium-4 nucleus, with positrons and neutrinos; the small CNO cycle contribution redistributes CNO catalyst abundances but is not a net source of carbon at this stage. Exhaustion of central hydrogen leaves a helium-rich core. A surrounding hydrogen-burning shell continues to add helium, while the core contracts and the envelope expands into a red giant.
The low-mass helium core becomes supported substantially by electron degeneracy pressure. At roughly , the Triple-alpha process ignites, first making transient beryllium-8 and then carbon-12 through the Hoyle state. Because degeneracy initially weakens the usual expansion response, this ignition is a helium flash. It heats and lifts the degeneracy of the core, leading to a stable phase of core helium burning. The Triple-alpha process makes carbon; competing carbon-12 alpha capture makes oxygen:After central helium exhaustion, the star develops a carbon-oxygen core, a helium-burning shell and a more external hydrogen-burning shell. On the Asymptotic giant branch, recurrent thermal pulses of an asymptotic-giant-branch star arise from unstable helium-shell burning. Stellar dredge-up can bring processed material toward the surface, with its efficiency depending on mass and composition. The eventual stellar wind removes the envelope; the hot exposed core can illuminate a planetary nebula, and the remnant becomes a carbon-oxygen white dwarf. A usual isolated star does not ignite carbon burning. In particular, an element synthesized in its core need not all escape: much of the carbon and oxygen remains locked in the white dwarf.
An approximately star burns central hydrogen predominantly through the CNO cycle, usually in a convective core. The CNO nuclei act as catalysts; the slow nitrogen-14 proton-capture step tends to accumulate nitrogen-14 while converting hydrogen into helium. After central fuel exhaustion, a hydrogen-burning shell surrounds the contracting helium core. Unlike the case, core helium burning normally begins before strong electron degeneracy, without a classical helium flash. The same Triple-alpha process and carbon-12 alpha capture create a carbon-oxygen core.
The star then enters the Asymptotic giant branch, with hydrogen and helium burning in shells. Repeated thermal pulses and stellar dredge-up can enrich its envelope with freshly made carbon and s-process nuclei. Hot-bottom burning can occur when the base of the convective envelope is sufficiently hot: the CNO cycle processes dredged-up carbon into nitrogen, so a massive AGB star need not become carbon-rich despite making carbon below its envelope. Helium-shell reactions on neon-22 can also provide neutrons for the s-process. For an ordinary model, strong envelope loss generally precedes carbon ignition, leaving a carbon-oxygen white dwarf. The exact threshold for carbon ignition and the size of these yields depend on metallicity, mass loss and mixing; they are not universal integers fixed solely by initial mass.
A star reaches much more advanced stages. It starts with convective-core CNO cycle hydrogen burning, followed by core helium burning. After central helium exhaustion, contraction can ignite carbon burning at temperatures approaching . Carbon-fusion channels make products including neon, sodium and magnesium. Neon burning then uses photodisintegration of neon-20 to release oxygen-16 and an alpha particle, followed by capture of that alpha particle on another neon-20 nucleus; the combined network releases energy and produces magnesium-24. Oxygen burning makes silicon-group nuclei through channels such asAt still higher temperature, silicon burning rearranges nuclei by photodisintegration and captures of protons, neutrons and alpha particles. It is not principally direct fusion of two silicon nuclei. Networks approach quasi-equilibrium and then nuclear statistical equilibrium, producing an iron-group core whose precise mixture depends on the electron fraction in stellar matter. Outer shells retain different stages of burning, giving an approximately layered structure. Increasing stellar neutrino energy loss makes advanced burning stages much shorter than hydrogen burning.
Near the iron group, nuclear binding energy per nucleon is close to its maximum. Further fusion cannot provide the sustained energy source required to support the core. As the core grows, electron capture reduces electron-pressure support and photodisintegration absorbs energy, assisting gravitational collapse. A successful core-collapse supernova ejects some of the envelope and processed shells, and leaves a neutron star or black hole. The shock also causes explosive burning, changing the pre-existing abundances. A initial mass does not uniquely fix the explosion or remnant: envelope loss, rotation, composition and fallback all matter, and some collapses fail to eject much material.
Ejection determines the enrichment of the interstellar medium. Low- and intermediate-mass stars return helium, CNO-processed matter, dredged-up carbon and s-process products through stellar winds and envelope expulsion. Massive-star winds can expose hydrogen- or helium-burning products before collapse. Successful core-collapse supernovae eject substantial oxygen and other alpha-capture products, together with some iron-group matter formed in hydrostatic and explosive burning. Material that falls back or remains in a stellar remnant is withheld from the interstellar medium. Subsequent mixing, cooling and star formation distribute the escaped material into new stars. The distinction between production and ejection is why an internal burning inventory alone is not a stellar yield.
Binary stars provide an additional major iron-group source. In a Type Ia supernova, a carbon-oxygen white dwarf in a binary undergoes thermonuclear disruption after an appropriate accretion or merger history. Explosive carbon and oxygen burning makes intermediate-mass and iron-group nuclei. Much initially synthesized nickel-56 decays through cobalt-56 into iron-56; this radioactive decay also powers the supernova light curve. Such explosions have delay times and yields different from those of massive-star collapse, and help explain why iron enrichment need not track oxygen enrichment exactly.
Neutron capture builds much of the material beyond iron. Charged-particle reactions encounter increasing Coulomb barriers as nuclear charge grows, but a neutral neutron does not encounter that barrier. Neutron capture raises mass number, and subsequent beta-minus decay can turn a neutron into a proton and raise atomic number. The relative capture and decay times select different paths through the nuclear chart.
In the slow neutron-capture process, most unstable intermediates decay before the next capture, so the path stays near stable nuclei. In Asymptotic giant branch stars, important neutron sources areThe carbon-13 source operates in suitable partially mixed layers, while the hotter helium-shell pulses can activate the neon-22 source. Captures on pre-existing seed nuclei produce elements such as strontium and barium and, under suitable conditions, lead. Stellar dredge-up and stellar winds return these products to the interstellar medium. Massive stars also have a weak s-process, notably using neon-22 during helium- and carbon-burning phases; it need not produce the same abundance range as the main AGB contribution.
In the rapid neutron-capture process, very high neutron densities permit many captures before typical beta-minus decays. The path moves to neutron-rich nuclei, which later decay toward stability, producing heavy nuclei including lanthanides and actinides. Neutron-rich ejecta from neutron star mergers provide an established site: a merger can eject dynamical material and disk outflows, and radioactive decay of the newly made nuclei powers a kilonova. Special neutron-rich outflows associated with some massive-star collapses are additional candidate sites. It would be unjustified to assume that every ordinary core-collapse supernova produces the full heavy r-process pattern; the required neutron richness and expansion history are restrictive.
The two neutron-capture processes do not make every isotope beyond iron. Some proton-rich isotopes bypass their main paths. Gamma-process nucleosynthesis, for example, uses photodisintegration of pre-existing heavy seed nuclei in hot explosive material. Other proton-rich reaction paths can matter in suitable environments. Thus “heavier than iron” describes a family of production mechanisms rather than a single further ordinary fusion stage.
Binaries change both stellar evolution and the delivery of elements. Roche-lobe overflow, wind transfer and mergers can strip a donor, rejuvenate a mass-gaining star, alter core and envelope masses, and change the timing and character of an eventual explosion. Binary stripping can remove the hydrogen envelope of a massive core-collapse supernova progenitor. Accretion onto a white dwarf can cause a classical nova, ejecting hydrogen-burning products and particular isotopes while ordinarily leaving the white dwarf intact; this differs from the destructive Type Ia supernova. Compact binary stars can lose orbital energy through gravitational radiation and merge, providing the neutron star merger route to heavy r-process material. Consequently chemical enrichment cannot be inferred entirely from isolated-star tracks, even when a simplified population calculation treats binary components as evolving independently.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 74 4 Solution Created 2026-10-03 Updated 2026-10-14
The solar cycle is an oscillation of a magnetic dynamo, with an activity period near eleven years and a magnetic polarity period near twenty-two years. The observational task is to explain a structured, variable cycle rather than a perfectly periodic reversal of one uniform field. Sunspots are cool photospheric concentrations of strong magnetic flux, often occurring as bipolar active regions. Their number rises and falls through successive solar cycles. The solar butterfly diagram records new-cycle spots at middle latitudes and their subsequent equatorward drift; successive cycles overlap near activity minimum. Cycle lengths and amplitudes vary, and the two hemispheres need not evolve in exact synchrony.
Magnetic observations impose stronger constraints than the spot count alone. Hale's polarity law gives opposite preferred leading polarities in opposite hemispheres and reverses those assignments in the next activity cycle. Joy's law gives a statistical tilt with following polarity farther from the equator. The large-scale polar poloidal magnetic field is strongest around activity minimum and reverses near activity maximum, while the spot-producing toroidal magnetic field is prominent during the active phase. Poleward transport of dispersed active-region flux accompanies these polar reversals. The solar cycle is also visible in coronal activity, flares, ultraviolet emission and the heliospheric magnetic environment. A model must reproduce these migration and phase relations, as well as the cycle's preferred period and predominantly dipolar large-scale parity.
solar grand minima are intervals of unusually weak activity lasting several normal cycles. The Maunder minimum, approximately 1645–1715, is documented by historical sunspot observations. Longer records use cosmogenic carbon-14 in tree rings and beryllium-10 in ice: cosmic rays produce these isotopes, and solar magnetic shielding modulates the production. Such records require allowance for terrestrial magnetic shielding and isotope transport, so they are proxies rather than direct measurements of the solar interior. Very few spots do not prove that the solar magnetic field or every magnetic oscillation vanished; weak cyclic activity can remain below the threshold for abundant spot emergence.
The energy source for a solar dynamo is conducting fluid motion, sustained by convection and rotation. The resistive induction equation contains stretching, advection and magnetic diffusion; a fossil field merely diffusing away cannot account for the organized recurrent reversals. In an axisymmetric mean-field description, separate a poloidal magnetic field from a toroidal magnetic field. Differential rotation stretches poloidal flux into toroidal flux through the Omega effect, with source proportional to . This alone cannot complete a self-sustaining regeneration loop. Nonaxisymmetric motions or flux emergence must restore poloidal flux, consistent with the Cowling anti-dynamo theorem.
The averaged induction equation isA local isotropic illustrative closure is ; solar rotation and stratification generally require more general tensor coefficients. Helical motions can provide an alpha effect, with the kinematic short-correlation estimate . Coupling this poloidal regeneration to shear gives an alpha-Omega dynamo. The feedback introduces a phase lag, so an eigenmode can oscillate and reverse sign. Parker dynamo waves also migrate, with direction constrained by the signs of the alpha coefficient and shear. Producing equatorward rather than poleward migration is therefore a physical test of the chosen source and rotation profile, not an automatic consequence of any oscillatory solution.
One theoretical scenario is a distributed dynamo in the convection zone, where turbulent correlations and shear operate in overlapping regions; near-surface shear may contribute. Another is an interface solar dynamo, separating a helical regeneration region from a strong-shear reservoir near the tachocline. The rotational transition and stable layer offer possible toroidal-field amplification and storage, but transporting field between separated regions is essential. Flux-tube or magnetohydrodynamic instabilities can supply alternative regeneration processes. Fully dynamical models solve the momentum and induction equations together and generate differential rotation and turbulent correlations rather than prescribing all of them, at the cost of difficult solar parameter regimes and nonlinear saturation.
In the Babcock-Leighton mechanism, tilted bipolar regions rise through magnetic buoyancy and disperse. Their systematically separated polarities undergo different cancellation and transport: following-polarity flux reaching the poles helps reverse and rebuild the polar field. This makes the observed tilt a source of poloidal regeneration and links surface processes to interior toroidal flux. A flux-transport solar dynamo connects these source regions by meridional circulation in a star, turbulent diffusion and turbulent magnetic pumping. Poleward surface transport and an assumed equatorward deep return can help explain the opposite migration of polar and spot-bearing fields. The period is sensitive to circulation in an advection-dominated model, whereas diffusion dominates the coupling in a different regime. Thus similar observed cycles may arise from different transport assumptions.
A linear growing dynamo must be saturated. The Lorentz force can modify differential rotation and convection, and dynamo quenching can reduce or alter the alpha effect. Magnetic-helicity constraints couple the large-scale and fluctuating fields; transport of helicity can matter for avoiding excessively strong quenching. Random variations of active-region tilts or turbulent coefficients produce amplitude fluctuations. Nonlinear mode competition and deterministic modulation can also produce weak epochs, while stochastic or internally generated intermittency can move a dynamo close to or below its excitation threshold. These are competing explanations for solar grand minima. A successful scenario must explain recovery as well as suppression: a poloidal source that depends entirely on large emerging spots becomes weak precisely when those spots disappear, so recovery may require a residual weak-field regeneration mechanism. Observed hemispheric asymmetry and persistence or loss of cycle phase during a weak epoch offer ways to distinguish the scenarios. The observations establish an organized magnetic cycle; they do not select one unique combination of source location, transport and nonlinear modulation.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 2 iv Solution Created 2026-10-03 Updated 2026-10-14
Measure the logarithmic surface brightness slope in resolved radial annuli after accounting for instrumental blurring and foreground emission. Between a halo core and its outer boundary, dark-matter decay radiation predicts , whereas dark-matter annihilation radiation predicts ; doubling radius therefore reduces the respective surface brightness by factors and . These are quantitative templates to compare with independently mapped stellar and gaseous components.
An exponential galactic disk has , so and . At the latter is about , much faster decline than either halo template, and the projected emission should also be flattened along the galactic disk. A galactic bulge described by a Sérsic profile has ; for and , this is about at and continues to steepen, whereas a pure halo power law keeps a fixed slope.
For a stellar halo with outer luminosity density proportional to , the projection of a spherical power-law emissivity gives . Illustratively, -- gives projected slopes --: then rises strongly outward, but annihilation can resemble the steeper stellar template. Gas-related gamma emission must be compared with observed gas columns and the cosmic ray distribution; it is not always proportional to optical light.
A shallow, extended, approximately spherical component is particularly distinctive; an component needs additional evidence. Fit the stellar, gas and halo templates together over a broad radial range, including morphology and emission spectra. A measured slope alone cannot uniquely identify dark matter, since stellar or gas profiles can coincide with a halo slope over a limited interval.
Past exam of the mathematics course of the University of Cambridge 2026 iii Paper 346 1 i Solution Created 2026-09-24 Updated 2026-09-25
At --, the diffuse radio continuum is dominated by Galactic synchrotron emission from relativistic cosmic-ray electrons spiralling in the Galactic magnetic field. It therefore traces an energetic-particle population and the magnetic field rather than gas density alone. Thermal free--free radiation from ionized gas becomes more important at higher radio frequencies and traces the emission measure .
