Use for the plume reduced gravity, and take upwards. For a symmetric line plume define fluxes per unit source length,
The integrals span the plume; its edges can move horizontally with . The fluid entrainment rate at one moving edge is the inward normal transport relative to that edge. For an edge it is ; symmetry supplies equal transport through the other edge. The Batchelor entrainment hypothesis closes its mean value as , where is a representative vertical velocity and is the entrainment coefficient. The integrated volume conservation equation is therefore .
Using volume conservation, the vertical acceleration equation has conservative form . Incoming ambient has zero vertical momentum; the integrated momentum conservation equation is consequently . For the temperature anomaly, depends on height and
Ambient fluid enters with , giving the buoyancy flux balance. The integral model is
Here is the buoyancy frequency when ; the same algebra permits unstable temperature gradients with .
These are mean integral balances. The advective equations printed in the question omit explicit turbulent stresses and heat fluxes; a turbulent plume interpretation requires the usual entrainment closure for that unresolved transverse transport. Assuming vanishing edge stresses and heat fluxes, and negligible additional axial turbulent-flux contributions, gives the displayed bulk model. It would be inconsistent to treat a discontinuous top-hat profile as a smooth exact pointwise solution of the inviscid temperature-advection equation.
With and , and , where . No carrier momentum is withdrawn; hence the integrated momentum flux is exactly constant:
On an initially small-Froude number branch, the pressure term dominates. At leading order
A slightly more accurate large-distance amplitude is , so . The Froude number satisfies and remains small. The growing depth can eventually violate confinement or the shallow water assumption; this does not make the asymptotic momentum calculation inconsistent within its intended regime.
On an initially large-Froude number branch, horizontal momentum flux dominates instead. The leading depth is constant, , while the decaying reduced gravity makes the Froude number still larger. To resolve the small change, put and :
so
The depth decreases slightly and tends exactly to . Its Froude number grows like . Both approximations agree with the exact depth equation : the subcritical flow deepens, while the supercritical flow thins.
At , the particle budget gives , so is constant. The primitive momentum conservation equation integrates to
Introduce , and . The exact relation on the subcritical flow branch is
Expanding uniformly for gives
The depth increases slightly because horizontal kinetic energy decreases as fluid is removed. In fact the depth equation has on this branch, and
Thus the small-Froude number approximation becomes better downstream, including as the flux vanishes. At leading order .
Let be the downward fluid suction speed and the downward particle settling velocity relative to that fluid. Set and . The carrier volume conservation and particle-volume balances per unit channel width are
The particle sink includes suction as well as relative settling: the particles follow the well-mixed withdrawn fluid, in addition to settling through it. Subtracting yields . Thus for , as long as ,
For the continuous limit is and . In particular suction alone does not change the well-mixed particle fraction: implies .
Withdrawn fluid carries its local horizontal momentum, so the momentum flux and hydrostatic pressure force obey
Expand this and use . The suction momentum terms cancel in the primitive acceleration equation, leaving
These are the governing equations for a particle-laden current with suction. Substituting and the concentration equation gives the convenient depth equation
The steady carrier flux is exhausted at the formal length when . Positive cannot continue beyond it. Near that limit a chosen depth branch, mixing or shallow-layer assumptions may fail, so this is the mass-budget extent, not a guarantee that every arbitrary inlet state has a regular shallow continuation to it. When , settling makes the driving reduced gravity exponentially small but does not remove carrier fluid; this ideal steady model has no finite mass-budget runout.
Use a gravity-current box model: approximate the current by uniform depth and length , with constant reduced gravity, no deposition and no fluid entrainment. The triangular cross-sectional area is , so the fixed released volume is
The Benjamin deep-ambient front condition closes the integral model:
For a finite initial length , direct integration gives
The ideal point-release limit takes and has , . Its divergent initial depth is outside the shallow water approximation, so a real finite reservoir regularizes the early stage. This is the finite-volume triangular-channel current integral law; it does not assert a spatially uniform exact solution of the local equations.
Put . The undisturbed reservoir has and Riemann invariants . The right-going characteristic curves supply the invariant throughout the release. The spreading disturbance is the other family, whose speed is . In its rarefaction wave let . Then
At the reservoir edge , so the back of the rarefaction wave travels at . At the dry edge the Saint-Venant dry-front condition gives
Thus the fan occupies , while remains undisturbed. Its full length grows at ; there is no finite-depth uniform shelf between the fan and the dry front. The optional interior depth is .
The fan's minus-family characteristic curves are rays . For the plus family in the fan, ; integration gives , with constants selected at entry from the reservoir. These curved paths transport the constant plus Riemann invariant.
Figure 1.
Triangular-channel dry-bed release with its rarefaction rays and right-going characteristics
. Details.
Constant density in each layer and negligible ambient acceleration far from the front give
This primitive momentum conservation equation remains valid with slowly varying . In conservative form it is
where the right side is the longitudinal component of the hydrostatic pressure force on the sloping sidewalls. Omitting that term while retaining variable would give the wrong acceleration.
Together with volume conservation, the principal coefficient matrix in is
Its real eigenvalues and characteristic curves are
These are downstream and upstream gravity waves relative to the moving fluid. The factor is geometric: the hydraulic depth is . Both waves move downstream in a sufficiently fast current, whereas one can carry information upstream in a slower current.
For , differentiate and combine the two equations. The Riemann invariants are
For variable they instead obey
which also checks that the invariant claim depends on a prismatic channel.
Write . The Saint-Venant dry-front condition describes a liquid advancing over a dry bed, or into an ambient whose inertia is negligible, as when . The edge has ; its velocity is obtained by continuing the appropriate shallow water Riemann invariant to zero depth. There is no independent universal finite-depth head Froude number. In the triangular geometry a release of a resting layer gives , whereas a rectangular release gives .
The Benjamin deep-ambient front condition includes the inertia of an ambient that must turn around a finite-depth gravity current head. In the ideal deep-ambient Boussinesq approximation, is close to one and
Here is the current depth just behind its head, its speed relative to the far ambient, and the ideal head Froude number. The ambient is much deeper than ; a finite upper-layer depth changes the closure. The lower density must exceed the ambient density for a bottom current. A non-Boussinesq head requires an appropriate density-ratio correction rather than using at every ratio. The Saint-Venant and Benjamin models therefore describe different front physics, even though both use the same long-wave equations in the interior.
Let and denote longitudinal length and time scales, and let be a typical streamwise velocity. The shallow water approximation requires , slow changes in the channel geometry , and small longitudinal slopes. The vertical velocity is then of order ; its acceleration must be small compared with the restoring acceleration, for example in a reduced-gravity layer. The leading pressure is hydrostatic pressure, and cross-sectional horizontal velocity is approximated by . High Reynolds number permits negligible interior viscous terms but does not itself guarantee the geometric or hydrostatic assumptions. We also require and in the wetted interior. The dimensionless need not be small: it measures the cross-section's opening angle, while the smallness condition concerns streamwise variation.
The cross-sectional area and volume transport are
For an impermeable bed and no fluid entrainment, volume conservation gives
or, equivalently,
The geometrical source term expresses the depth change needed when a moving layer encounters a wider or narrower triangular section.
Feedback attenuation of gene-expression noise by Codex 0 Created 2026-10-14 Updated 2026-11-05
For RNA birth/death rates and protein rates , linearize at stationary means . Put . The relative-fluctuation drift is and the diffusion matrix is . The stationary covariance equation gives the displayed normalized protein variance. Its extrinsic part factors as : static susceptibility squared times a time-averaging factor times environmental noise. Faster response alone weakens averaging; feedback reduces susceptibility and thereby lowers noise. The formula is exact for affine rates when , and is a linear noise approximation for nonlinear feedback.
A rational double point is a normal surface singularity whose minimal resolution has a configuration of smooth rational -curves of type , or . Birational projective models of K3 surfaces arising from nef big systems contract orthogonal -curves to these singularities.
Maximal p-hook character formula by Codex 0 Created 2026-10-14 Updated 2026-11-05
Let be the core of a partition at prime modulus , with quotient component sizes and total weight . Complete -hook removal sequences number . Their signs agree because abacus bead-crossing parities telescope to the permutation taking the initial labeled beads to the packed core order. Repeated Murnaghan–Nakayama rule gives the displayed formula for any permutation on the remaining letters.
Multiplication of an alternant by is the sum of alternants obtained by raising one row exponent by . Equal exponents give zero. Otherwise sort the shifted beta number of a partition back into decreasing order. The resulting partition adds a size- rim hook; the number of crossed exponents is its height and supplies the determinant sign. This proves the formula through the bialternant formula. Iteration counts signed border-strip tableaux.
The local ring of a complex manifold is the unique factorization domain of convergent power series in local coordinates. A reduced local defining function of a complex analytic hypersurface has each local irreducible factor once. The analytic zero-set ideal is the radical of its principal ideal, and reducedness makes that principal ideal radical. Thus two reduced equations for the same germ generate the same ideal and differ by a unit. A globally irreducible hypersurface may have several local branches; reducedness includes each once. Without reducedness, and have the same zero set and need not differ by a unit.
In positive characteristic , is nonzero exactly when for every adjacent pair, where is least with . The only invariant line in is generated by the sum of all tabloids. The map sends it to . Thus the kernel intersection theorem for Specht modules gives vanishing of modulo for . By Lucas's theorem, all these binomial coefficients vanish exactly when the last base- digits of are .
On a nonempty compact Kähler manifold of complex dimension , the Kähler form is closed and . If for , then ; Stokes theorem contradicts the positive integral. Thus the de Rham cohomology is nonzero in every even degree through .
Coverings surviving all local solubility tests need not have rational points. The quotient of an isogeny Selmer group by the rational-point image is a kernel in the Tate–Shafarevich group. A nonzero class therefore passes every local test but contributes no rational point to a search. This explains why two-isogeny descent can leave a gap between a certified upper bound and found lower bound for the rank of an elliptic curve. Higher descents address finer obstructions; see Tom Fisher's paper on higher descents with rational two-torsion.
Simple island by Codex 0 2026-10-14
A simple island is an island of a meromorphic function of mapping degree one. It is mapped biholomorphically onto the target Jordan domain. This is stronger than the source island being simply connected.
For an irreducible root system spanning , the span of a nonzero root's Weyl group orbit is invariant, as is . A root reflection preserving both subspaces must have its normal entirely in one of them: otherwise its rank-one correction mixes the subspaces. Thus a proper nonzero would partition all roots into mutually orthogonal subsets, contradicting irreducibility. Consequently some orbit root is nonorthogonal to any given root. Since Weyl reflections preserve lengths, the pairwise integrality restrictions for nonorthogonal roots also bound length ratios of orthogonal roots. All squared-length ratios lie in ; there cannot be three distinct lengths, since ratios two and three relative to a shortest root would yield the forbidden ratio .
For binary predictors , a logistic regression with linear predictor has conditional odds ratios at and at . Their ratio is . The same interaction can be computed from the four cell logit link values as . Independent positive event and nonevent counts in each cell give an estimated variance for this contrast equal to the sum of all eight reciprocal counts. An interaction on the odds ratio scale is not an interaction on the absolute-risk scale.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
  2. local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:
    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    Figure 5. . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
  4. Infinitely deep tables of contents:
    Figure 6.
    Dynamic article tree with infinitely deep table of contents
    .
    Descendant pages can also show up as toplevel e.g.: ourbigbook.com/cirosantilli/chordate-subclade
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact