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Basic oxygen steelmaking refines molten pig iron into steel by blowing high-purity oxygen into the bath. Oxidation lowers the carbon content and removes or redistributes other constituents. The reactions release heat, helping melt added recycled steel. The basic oxygen furnace is the vessel in which the operation takes place.[ref]
Steel Production by the American Iron and Steel Institute. BF/BOF route and recycled steel input
The word basic refers to the chemical character of the lining and slag, not to the simplicity of the process. A basic slag helps capture acidic oxides formed during refining. A useful process description must therefore track both the metallic product and the nonmetallic reaction products; a low final carbon content alone does not specify a steel's full chemical composition.
A phase-space distribution function describes the population of particle states as a function of position and momentum. In a classical one-particle normalization, is the expected number of particles in the small phase-space cell. Integrating over momentum gives the local number density; integrating over position and momentum gives the total particle number.
A spatially uniform gas can have a nontrivial momentum distribution even though its spatial number density is constant. Moments of give mean velocity, momentum flux and kinetic energy density, connecting microscopic transport to fluid mechanics. Different conventions can instead normalize to probability or include factors such as in the integration measure. Stating the convention is essential before comparing a distribution formula or its moments with another source.
A Kappa distribution is a heavy-tailed distribution used to model particle velocities with a suprathermal population. One isotropic three-dimensional convention is , where normalizes the velocity density and is a speed parameter.
For fixed , the limit is proportional to . Finite gives a power-law tail instead. The kinetic second moment requires : multiplying the large-speed density by gives a radial integral proportional to . A fitted speed parameter must not be identified with temperature without checking the convention.[ref]
Electron kappa distribution and quasi-thermal noise by Peter H. Yoon. Introduction and velocity-distribution conventions
Aging in nonequilibrium systems means that the measured response or correlation depends on how long the system has been evolving since preparation, not only on the interval between measurements. A two-time correlation depends separately on waiting time when time-translation invariance has not been established.
One probing protocol quenches a disordered magnet, waits different times and then applies a small field. Comparing the resulting responses distinguishes preparation history from a single equilibrium relaxation time. Analytical spin-glass models exhibit such nonequilibrium correlation and response behavior; simple scaling with is a model-dependent form, not the definition of aging.[ref]
Analytical solution of the off-equilibrium dynamics of a long-range spin-glass model by L. F. Cugliandolo and J. Kurchan. Original nonequilibrium spin-glass dynamics and two-time response framework
A splice donor site is the splice site at the end of an intron in a precursor RNA. It marks the boundary between the upstream exon and the intron. Its name is oriented along the precursor RNA, not along whichever direction a DNA reference sequence happens to be displayed.
In the toy precursor
A|intron|B, with letters representing whole exons, the first boundary is the splice donor site and the second is the splice acceptor site. Removing the intron and joining A to B gives the mature splice junction. A change in donor choice can change the end of A even when acceptor choice remains fixed; this is one route to alternative splicing.Recognition involves sequence and molecular context. The RNA component of U1 snRNP can base-pair with the donor region. A particularly informative experiment changed a donor sequence and then changed U1 to restore complementarity. Rescue of one donor mutation supported direct pairing; weak rescue of another showed that complementarity alone did not guarantee productive RNA splicing.[ref]
A compensatory base change in U1 snRNA suppresses a 5′ splice site mutation by Y. Zhuang and A. M. Weiner. Abstract, compensatory changes at E1A donor positions+5 and+3, co-transfection and unequal suppression
This is a useful causal test: perturbing either partner can disrupt an interaction, while a compensating change in the other partner can distinguish a specific pairing model from a generic loss of function. A candidate sequence bound by U1 snRNP still has to participate in the rest of the spliceosome's reaction.
A splice acceptor site is the splice site at the end of an intron, at its boundary with the downstream exon, in a precursor RNA. Selecting it determines where the downstream exon begins in the joined product. It is distinct from both the upstream splice donor site and the RNA splicing branch point.
For a toy precursor
A|intron|B, the acceptor is the boundary intron|B. If an alternative acceptor lies farther into B, the intervening part of B is removed along with the intron. Thus alternative splicing can change mature sequence without changing the underlying DNA. Coordinates must specify whether they refer to precursor RNA, mature RNA or a genomic reference.Acceptor recognition can involve more than one stage. In an experimental splice substrate containing two AG sequences separated by a polypyrimidine tract, U2AF recognized the tract and downstream AG, whereas SPF45 recognized the upstream AG used for the second catalytic step. Regulation could therefore block the second step after earlier assembly events.[ref]
Splicing regulation at the second catalytic step by Sex-lethal involves 3′ splice site recognition by SPF45 by María José Lallena and others. Abstract, distinct U2AF/SPF45 interactions and regulation at the second catalytic step
This observation explains why simply spotting an AG sequence is insufficient to identify which acceptor is used. Sequence context, interacting RNA splicing factors and measurements of the resulting splice junctions distinguish a candidate boundary from an experimentally observed one.
A subspecies is a named taxon at a taxonomic rank below species. It distinguishes a subdivision within a species under a stated classification. The rank does not itself specify one universal percentage of sequence similarity, degree of reproductive isolation or age of divergence.[ref]
International Code of Nomenclature of Prokaryotes. Prokaryotic Code (2025 Revision) by Aharon Oren and others. Rules5a–5b: order of taxonomic categories and variability of their definitions
A concrete naming convention comes from prokaryotic nomenclature. The Code forms a subspecies name from the genus name, specific epithet, abbreviation
subsp. and subspecific epithet. It separately states that a subspecies containing the species' type bears the same epithet as the species. Naming conventions and the biological evidence used to recognize a subdivision are different matters.[ref]International Code of Nomenclature of Prokaryotes. Prokaryotic Code (2025 Revision) by Aharon Oren and others. Rules13a and13d, printed p.10: ternary names and the type-containing subspecies
An original hypothetical example uses genus labelG, species epithetb and a proposed second subgroup epithetc. The name pattern is
G b subsp. c; the type-containing subgroup has the pattern G b subsp. b. These are placeholders illustrating the rule, not asserted validly published taxon names.A second example separates a rank from a measurement. Suppose two sampled populations have trait means10 and12 units but overlapping ranges. The means alone do not determine whether they should be named as subspecies, treated as variation within an undivided species or recognized differently using additional evidence. Sampling, inherited differences and the chosen taxonomic framework still need to be examined.
A strain and a subspecies also supply different kinds of reference. Many independently maintained strains can be placed within one subspecies; culture accession numbers do not create additional taxonomic ranks. The type strain anchors the relevant name under the prokaryotic rules, while experiments determine properties of the actual material.[ref]
International Code of Nomenclature of Prokaryotes. Prokaryotic Code (2025 Revision) by Aharon Oren and others. Rules15 and18a: nomenclatural types of species/subspecies; Appendix10A(3): strain terminology
A hybrid zone is a region where genetically differentiated populations meet and produce offspring through interbreeding. Its spatial pattern reflects gene flow, dispersal and possible differences in biological fitness. A narrow transition can persist despite interbreeding; observing hybrids does not by itself show that the parental populations will merge completely.
In a Scottish contact zone between red deer and introduced sika deer, microsatellite genetic markers and the mitochondrial genome revealed introgression within populations that still formed two distinguishable genetic groups. Rare interbreeding can therefore leave a broader inherited signal than inspection of external appearance suggests.[ref]
Introgression through rare hybridization: A genetic study of a hybrid zone between red and sika deer (genus Cervus) in Argyll, Scotland by Simon J. Goodman and others. Genetics 152, pp. 355–371; microsatellite and mitochondrial evidence of introgression
Comparing multiple genetic markers helps distinguish contemporary interbreeding from ancestry accumulated across generations.Explorer 1 was the first successful United States Earth satellite, launched in 1958. Its scientific payload included a radiation counter designed to investigate energetic particles in the near-Earth environment. The mission contributed to the discovery of the trapped-particle regions now called the Van Allen radiation belts.[ref]
Explorer 1 Mission Overview by NASA. Mission history and scientific objectives
An important interpretation problem was that an unexpectedly low count rate could arise when intense radiation saturated the instrument. Combining observations at different orbital positions and evidence from later measurements helped establish a population of trapped energetic particles. The episode illustrates why a detector's response curve and operating range belong to the scientific inference: a displayed count rate need not increase monotonically with the true incident flux in an overloaded instrument.[ref]
The Ranger program was a NASA series of spacecraft missions developed to obtain close-range images of the Moon. The successful Ranger 7, 8 and 9 missions in 1964–1965 transmitted images during their approach and then impacted the surface.[ref]
Ranger to the Moon by NASA. Mission chronology and impact-imaging design
Each carried multiple television cameras with different fields of view and timing. As distance decreased, the pictures resolved progressively smaller surface features; the scientific record survived through radio transmission even though the spacecraft did not survive impact. These images helped characterize craters, roughness and possible landing terrain. Comparing Ranger's approach imaging with the later Surveyor program's surface measurements shows how different mission designs answer complementary engineering questions.[ref]
The Surveyor program was a NASA series of robotic lunar-landing missions that investigated the Moon's surface and tested soft-landing technology before crewed landings. Seven spacecraft were launched from 1966 to 1968, with five successful soft landings.[ref]
NASA Facts: Rangers and Surveyors to the Moon. Surveyor mission chronology and outcomes
Images and measurements from the landed vehicles provided local evidence about surface texture and bearing behaviour. Surveyor 1's pictures of its own footpad showed the actual interaction between landing hardware and lunar soil. This was information that distant imaging alone could not establish: a terrain's appearance and its response to an applied load are different observations.[ref]
Microgravity is a condition of very small residual acceleration or apparent weight experienced within an experimental system. An orbiting spacecraft and its freely moving contents fall together under gravity, greatly reducing the support forces experienced on the ground. A drop tower provides a shorter interval using the same free fall principle.[ref]
Zero Gravity Research Facility by NASA. Free-fall microgravity and experimental facility
Residual disturbances include air resistance, vibrations, vehicle manoeuvres and spatial variation in gravitational acceleration. Their importance depends on the experiment's duration and length scale. Suppressing gravity-driven convection or settling lets surface tension, diffusion and other processes become easier to isolate; the result is an experimentally controlled change in dominant forces, rather than removal of the gravitational field.
Ion propulsion produces thrust by using electrical energy to accelerate ions out of a spacecraft. In a gridded ion engine, a discharge creates ions from propellant such as xenon, electric fields accelerate them through grids, and a neutralizer supplies electrons so the departing beam does not leave the spacecraft progressively charged. The exhaust carries momentum; no surrounding air is required.[ref]
For an ideal directed exhaust with mass flow rate and exhaust velocity , neglecting the pressure term,Here is electrical input power and the fraction converted into directed exhaust kinetic energy. Thus high exhaust speed saves propellant for a given momentum change but reduces thrust at fixed power. At , and , the ideal thrust is .
Ground tests operate the engine in a pumped vacuum chamber, measuring beam current, power, propellant flow and thrust. A bright plume alone cannot establish efficiency or delivered impulse. NASA's Deep Space 1 and Dawn missions demonstrated sustained ion propulsion in flight, where small thrust accumulated over long operating times.[ref]
Exhaust velocity is the velocity of expelled propellant measured relative to the engine. In a simple straight jet it points backward, while the engine's thrust points forward. Rocket calculations often use its positive magnitude, as in rocket exhaust speed. The relative frame matters: the propellant can be moving forward relative to a distant observer while still leaving the engine backward.
For a steady rocket nozzle with outward mass flow rate , exit speed , exit pressure , ambient pressure and exit area , the axial thrust isThe pressure term motivates an effective exhaust velocity , which includes both momentum flux and nozzle pressure effects. When exit and ambient pressures match, . Specific impulse in seconds is , where is conventional standard gravity; using this unit does not imply that the engine must operate near Earth.[ref]
Specific Impulse by NASA Glenn Research Center. Thrust Equation and Specific Impulse sections; use the thrust equation before the intermediate division
For an illustrative pressure-matched engine, and give . At the same effective exhaust velocity, halving the mass flow rate halves thrust. For an ideal burn without external forces and with constant , the rocket equation gives : a mass ratio of yields approximately . Thus higher effective exhaust velocity increases the velocity change available from a specified propellant fraction; it does not by itself specify a large thrust.
Voyager 2 is a robotic spacecraft launched on 20 August 1977 to investigate the outer Solar system. Its encounters with Jupiter in 1979, Saturn in 1981, Uranus in 1986 and Neptune in 1989 made one mission a comparative study of four giant planets. A gravity assist changes the spacecraft's trajectory and energy relative to the Sun by exchanging momentum with a moving planet, allowing a sequence of encounters that would require much more onboard propulsion if accomplished by engine firings alone.[ref]
Voyager 2 Mission Overview by NASA. launch, mission history and planetary encounter chronology
Voyager 2 later sampled the transition from the solar wind to the surrounding interstellar plasma. On 5 November 2018, its plasma instrument recorded a steep decline in the outward solar wind flow. The instrument inferred plasma properties from electrical currents collected from particles arriving in different directions. Changes in energetic-particle measurements supplied independent evidence: particles associated with the heliosphere declined while galactic cosmic rays became more prominent. The combined observations identify the heliopause crossing, rather than defining the boundary by a predetermined distance.[ref]
NASA's Voyager 2 Probe Enters Interstellar Space by NASA Jet Propulsion Laboratory. 10 December 2018 announcement; plasma-current and particle measurements dating the crossing to 5 November
This is a moving-laboratory experiment: the apparatus travels through regions that cannot be sampled from Earth, while several instruments test the interpretation of a sharp change. Crossing the heliopause means leaving the region dominated by the Sun's outward-flowing plasma; solar gravity does not suddenly end there. The crossing date and the December announcement date are different events.
A gravity assist is a spacecraft flyby that uses the gravity of a moving planet or other massive body to change the spacecraft's trajectory and its orbital energy relative to another body, such as the Sun. In the ideal unpowered two-body encounter, the incoming and outgoing speeds far from the planet are equal in the planet's reference frame. Their directions differ. Adding the planet's motion converts that directional change into a possible speed change in the Sun's reference frame.[ref]
Basics of Spaceflight: A Gravity Assist Primer by NASA. planet-relative incoming/outgoing velocity vectors and planetary-motion vector
Write the planet's nearly constant velocity during the encounter as , and the incoming and outgoing planet-relative velocities as and . Then , , and . Subtracting the squared speeds gives the local change in specific orbital energy:For a hypothetical turn, choose , and , all in . Planet-relative speed stays , while Sun-relative speed changes from to . The specific-energy gain is . Whether a given turn is physically available depends on the planet's mass, the incoming speed and the permitted closest approach.
Conservation of energy is maintained because the planet and spacecraft exchange momentum and energy. The planet's change is extremely small because of its much greater mass. A different encounter geometry can remove orbital energy or mainly change orbital inclination; Ulysses spacecraft used the latter possibility to reach high solar latitudes.[ref]
Gravity Assists for Cassini by NASA. three-body interpretation and conservation-of-energy discussion
Specific impulse measures the impulse delivered by a rocket per unit propellant consumed. In its conventional seconds form, divide total axial thrust impulse by propellant mass and standard gravity :For constant conditions this becomes , where is the positive expelled mass flow rate. Multiplying by gives the effective exhaust velocity. The conventional value is a unit convention, not a requirement that the engine operate near Earth.[ref]
Specific Impulse by NASA Glenn Research Center. Total Impulse and displayed specific-impulse definitions
[ref]https://www.nist.gov/system/files/documents/srd/jpcrd574.pdf. Section2.6, equation30, conventional standard acceleration of gravity
For a worked example, a steady engine consuming has and effective exhaust velocity . A ten-second firing supplies using of propellant. The unit of seconds does not mean that this engine can burn for 305.9 seconds: duration also depends on the available propellant and its flow rate.
In a laboratory illustration, integrate the force recorded on a calibrated engine stand and measure the mass consumed during the same firing. Report the ambient pressure, since nozzle pressure forces contribute to thrust. At fixed specific impulse, doubling the mass flow rate doubles thrust; a large specific impulse alone does not specify a large force. For varying performance, the burn-integrated value is weighted by propellant flow, rather than generally equaling a simple time average.
The Ulysses spacecraft was a joint ESA–NASA solar probe launched on 6 October 1990 to investigate the space environment above and below the Sun's poles. A gravity assist at Jupiter on 8 February 1992 bent its trajectory into a strongly inclined heliocentric orbit around the Sun. It sampled southern polar regions in 1994 and northern polar regions in 1995, extending direct measurements far beyond the solar latitudes accessible near Earth's orbit.[ref]
The payload included instruments for solar wind particles, magnetic fields, energetic particles, radio and plasma waves, and dust. The central experiment was to change observing location: measurements near the solar equator alone cannot determine whether the same conditions persist over the poles. During the first southern pass, the instruments found faster solar wind than in equatorial regions.[ref]
Its observations also provided a test of the energy cascade in magnetohydrodynamic turbulence. Investigators combined velocity and magnetic field fluctuations into Elsässer variables and measured how mixed third-order statistics varied with separation. The 2007 analysis used selected intervals of high-speed polar wind from the first seven months of 1996. This illustrates how a mission designed for a new vantage point can later support a precise statistical experiment, with assumptions about translating measurement times into spatial separations.[ref]
Solar Orbiter is an ESA-led spacecraft with strong NASA participation, launched in February 2020 to connect observations of the Sun with measurements of the solar wind. Its heliocentric orbit and gravity assists allow observations from different distances and increasing solar latitudes, rather than restricting every view to the plane from which Earth sees the Sun.[ref]
Solar Orbiter factsheet by ESA. Mission, Partnerships and Journey
Its ten instruments divide into six for remote sensing and four for sampling the surrounding environment. The remote sensing instruments observe emitted or scattered light from the Sun and its surroundings. The local instruments measure plasma, energetic particles, electric fields, magnetic fields and waves. A magnetometer and particle analysers therefore answer different questions from an image: one measures conditions at the spacecraft, while the other helps locate the remote source.[ref]
Solar Orbiter Mission by the US Naval Research Laboratory. instrument division and lists; physical connectivity between Sun and solar wind
A scientific comparison can ask whether a feature observed near the Sun is associated with a later change in the velocity distribution or composition of locally sampled particles. Identifying the connection requires accounting for the material's travel time and the changing geometry; simultaneous timestamps alone do not establish a common origin. The mission's combined apparatus makes such tests possible. A 2024 analysis, for example, separated proton and alpha particle populations in its solar wind data rather than representing all ions by one mean speed.[ref]
A blotting membrane is a thin support onto which separated biological molecules are transferred so they can be retained and probed. In a Southern blot, DNA fragments separated by gel electrophoresis keep their relative spatial pattern during transfer. A complementary labelled probe then detects fragments carrying a matching sequence. [ref]
Molecular Biology of the Cell, 4th edition by Bruce Alberts and others. Chapter 8, Analyzing DNA by Southern Blotting: transfer and nucleic-acid hybridization
The membrane and the probe do different jobs: the first immobilizes the sample pattern, while the second supplies sequence-selective detection. A signal at the same migration position establishes neither complete sequence identity nor equal copy number without appropriate controls. Transfer efficiency, sample loading and probe binding can all affect intensity. The support therefore turns a transient separation into a reusable surface for molecular recognition.
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!
Intro to OurBigBook
. Source. We have two killer features:
- 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-calculusArticles 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/derivativeVideo 2. OurBigBook Web topics demo. Source. - 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.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 2. You can publish local OurBigBook lightweight markup files to either OurBigBook.com or as a static website.Figure 3. Visual Studio Code extension installation.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. - Infinitely deep tables of contents:
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





