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PSD

The (Portuguese: Partido Social Democrata, PSD) is a liberal-conservative in . Founded on 6 May 1974 as the Popular Democratic Party (Partido Popular Democrático, PPD) by , , and Joaquim Magalhães Mota amid the following the , it adopted its current name on 3 October 1976. Despite the nomenclature evoking , the PSD operates as a centre-right entity aligned with the , emphasizing market-oriented policies, fiscal responsibility, and institutional stability. The party has alternated governance with the centre-left (PS) as one of Portugal's two dominant political forces since , forming administrations during periods of and integration. Notable achievements include the decade-long premiership of from 1985 to 1995, which advanced , structural reforms, and Portugal's preparation for entry, contributing to sustained GDP growth averaging over 4% annually in the early 1990s. Under from 2011 to 2015, the PSD-led coalition implemented measures as part of an international , reducing public debt from 130% of GDP in 2014 and restoring fiscal balance, though these policies sparked protests over social costs such as increased and cuts to public services. In recent years, under leader Luís Montenegro since 2022, the PSD spearheaded the Democratic Alliance (AD) coalition to end eight years of Socialist rule, securing a plurality in the March 2024 election and, after a government collapse amid parliamentary gridlock, winning the snap May 2025 legislative election to form a minority administration focused on tax cuts, housing deregulation, and anti-corruption measures. The party's tenure has involved tensions with the rising far-right Chega party, rejecting alliances despite shared opposition to the PS, while navigating controversies such as Montenegro's past legal representation of a gaming firm in regulatory disputes, which drew opposition scrutiny but did not derail the 2025 campaign. By October 2025, the PSD further consolidated local power, capturing key mayoral races in Lisbon and Porto.

Computing and Technology

File Formats and Software

The PSD (Photoshop Document) format serves as the native for , enabling the preservation of complex raster image data including multiple layers, layer masks, adjustment layers, shapes, text, channels, and . Introduced with early versions of Photoshop, it uses a proprietary structure beginning with an 8-byte header signature "8BPS" followed by a version number (typically 1 for standard PSD files), image dimensions, color mode details, and depth information. Subsequent sections include color mode data blocks, a resources block for like and profiles, an extensible layer and mask information block supporting hierarchical layer groups and blending modes, and compressed image pixel data (via RLE or methods). This layered architecture allows non-destructive editing but limits file size to 2 GB and dimensions to 30,000 pixels in width or height. For documents exceeding these constraints, Adobe developed the PSB (Photoshop Big) format, which uses version number 2 in the header and supports files up to 300,000 pixels per dimension while maintaining backward compatibility for smaller files savable as PSD. PSD supports various color modes such as RGB, CMYK, Lab, grayscale, and bitmap, with bit depths from 1 to 32 bits per channel, and includes optional thumbnail previews for quick viewing. However, advanced features like smart objects, 3D layers (deprecated in later Photoshop versions), or certain plugin-specific data may not render identically across software due to the format's proprietary elements, even though Adobe published a technical specification in 2013. Adobe Photoshop provides complete read/write support for PSD files, including all features from version 1.0 (Photoshop 3.0, 1994) through current releases as of 2025, such as Photoshop 26.x. Related Adobe applications like Photoshop Elements offer partial compatibility, focusing on basic layers and edits but omitting professional tools. Third-party software varies in fidelity: GIMP (GNU Image Manipulation Program) imports PSD layers and masks but flattens effects like gradient fills or unsupported blending modes, as its support relies on reverse-engineered parsing rather than official licensing. Photopea, a browser-based editor, claims comprehensive PSD handling for opening, editing, and saving, including layer styles and vector data, tested against Photoshop outputs. Other tools like and enable PSD viewing and basic editing with layer preservation, though they convert or discard proprietary elements such as type layers or clipping masks to maintain compatibility. libraries like Graphics Mill provide programmatic PSD rendering for developers, extracting individual layers and metadata without full visual editing. Overall, while PSD's widespread adoption stems from Photoshop's dominance in , interoperability issues persist in non-Adobe environments, often requiring export to universal formats like or for cross-application workflows.

Development and Programming

Adobe released a detailed specification for the PSD (Photoshop Document) and PSB (Photoshop Big) file formats in , enabling developers to implement reading and writing capabilities in third-party software without requiring a for basic handling. The document outlines the binary structure, starting with a fixed 14-byte header containing ("8BPS"), version (1 for PSD, 2 for PSB), and like image dimensions (up to 30,000 x 30,000 pixels for PSD, larger for PSB) and channels (up to 56). Subsequent sections detail color mode data blocks, resources (e.g., , thumbnails), layer and mask information (including nested groups, adjustment layers, and masks), and pixel data compressed via RLE or methods. Files larger than 2 GB must use PSB, which extends PSD with 64-bit addressing. Implementing PSD support involves parsing these hierarchical elements, but challenges arise from the format's complexity, proprietary extensions (e.g., smart objects, blending modes), and incomplete documentation for certain advanced features, leading some developers to reverse-engineer undocumented parts. For instance, layer records include length-prefixed data for , channels, and additional layer information, requiring careful handling of variable-length fields and (big-endian for most data). Developers often validate against Photoshop-generated files, as the spec focuses on core structure but omits behavioral details like rendering algorithms. Several open-source libraries facilitate PSD manipulation across languages. In Python, psd-tools provides compositing, layer extraction, and basic editing by decoding images, text, and groups per the spec, supporting PSD versions up to Photoshop 2023. For JavaScript, ag-psd enables reading and writing of layers, masks, and smart objects, with updates as recent as October 2025 incorporating fileformat.info details for edge cases. C++ options include psd_sdk for direct parsing of nested layers, transparency masks, and vector data without external dependencies, targeting game engines and asset pipelines. Commercial wrappers, such as PSD for .NET (via Python integration), allow layer editing and format conversion in enterprise apps. These tools typically prioritize read access, with write support limited to avoid compatibility issues with Photoshop's proprietary optimizations.
LanguageLibraryKey FeaturesSource
Pythonpsd-toolsLayer compositing, image decoding, text extraction
JavaScriptag-psdRead/write layers, masks, smart objects
C++psd_sdkNested groups, masks, no dependencies
Javajava-psd-libraryBasic parsing (historical, limited maintenance)
Full fidelity editing remains elusive outside Adobe's , as PSD embeds non-standard elements like editable type layers and effects that demand Photoshop's for accurate preservation. Developers integrating PSD often export layers to raster formats (e.g., ) for broader compatibility in workflows like game development or web asset generation.

Education

Institutions and Districts

The Poudre School District (PSD) in , operates 54 schools across communities including Fort Collins. It ranks as the eighth-largest district in the state and emphasizes academic excellence, with seven schools designated as U.S. Department of Schools. The Peninsula School District (PSD) in , encompassing Gig Harbor and surrounding areas, serves over 8,000 students through 17 schools, maintaining a rate of 90.8% and focusing on individualized support for student growth. The Pasco School District (PSD) in , prioritizes and diversity, operating one of the state's largest dual-language programs to foster lifelong academic success. The Parkland School Division (PSD) in Alberta, Canada, delivers public education across a 2,450 square kilometer area west of , supporting communities on and 8 territories while serving over 90,000 residents.

Government, Military, and Regulation

Administrative and Public Service

The Public Service Division (PSD) in functions as the central authority for and within the , overseeing policies that foster a unified public service culture oriented toward citizen needs. Established in 1983 under the and later integrated into the , the PSD manages recruitment, training, and career progression for civil servants, including the elite Administrative Service, which comprises officers responsible for policy formulation and implementation across government ministries. This structure emphasizes merit-based selection and continuous capability building, with the PSD headed by a who reports directly to the , ensuring alignment with national priorities such as efficiency and innovation in . In , the Department (PSD), known as Jabatan Perkhidmatan Awam (JPA), acts as the primary agency for reform, handling appointments, promotions, discipline, and pension matters for over 1.4 million public officers as of recent records. Originating in 1934 during colonial in , it relocated to in 1954 and adopted its current name on August 15, 1968, before moving to its present headquarters in in 2001. The PSD's mandate focuses on enhancing service efficiency through initiatives like and performance-based evaluations, operating under the Ministry of Human Resources while coordinating with federal and state entities to streamline administrative processes. In the United States, PSD commonly denotes Public Service Districts, which are quasi-governmental entities established by county commissions—such as in , where they function as public corporations to manage , , and related services under oversight from the Public Service Commission. These districts, numbering over 300 in West Virginia alone, provide essential public utilities to unincorporated areas, funded through user fees and bonds, with administrative responsibilities including rate-setting, maintenance, and compliance with environmental regulations. Similarly, municipal Public Service Departments, like that in , administer daily resident services such as waste collection, street repairs, and neighborhood maintenance, employing hundreds of staff to ensure operational continuity. In states like , the Public Service Department regulates utilities on behalf of the public, advocating for affordable access to , gas, and while conducting planning for energy needs. These entities prioritize localized , contrasting with centralized models elsewhere by emphasizing service delivery over broad personnel policy.

Military Applications

In military contexts, PSD stands for Personal Security Detachment or Detail, specialized units responsible for providing close protection to high-value individuals such as military commanders, , or officials in combat zones. These teams operate in high-threat environments, employing tactical measures including armed escort, route reconnaissance, and defensive maneuvers to mitigate risks from ambushes, improvised explosive devices, and hostile actors. PSD missions typically involve a mix of , , and personnel trained in , vehicle convoys, and foot patrols. For instance, during operations in , U.S. Army PSD teams from units like the 4th , 4th , conducted daily protective details in , emphasizing rapid reaction to threats and coordination with aviation support for extraction. Training regimens include holster drills for pistols and , team walking formations accommodating up to six members plus operators, and tactics to counter roadside bombs. The has utilized PSDs extensively in , with audits revealing their deployment across components for VIP protection, though concerns over standardization and resource allocation persist. A 2020 report examined PSD efficacy, noting variations in protocols among services but affirming their role in enabling operational continuity by safeguarding key personnel. In hostile areas like and , PSD contractors and military teams have been integral to sustainment operations, often requiring annual tests and weapons qualifications per Regulation 190-56. Beyond U.S. forces, PSD concepts influence allied militaries and private security firms adapting military-derived tactics for in zones, underscoring PSDs' evolution from detachments to formalized protective services. The Prevention of Significant Deterioration (PSD) program enforces environmental standards to protect ambient air quality in areas attaining the (NAAQS) by limiting allowable increases, or "increments," in concentrations of key s including (PM), (SO₂), and (NO₂). Increments are measured from a concentration established after the source date for each , typically the date the area is designated as attainment or a source commences operation, whichever is earlier. These standards apply to new stationary sources—defined as those with potential emissions exceeding 100 or 250 tons per year depending on source category—or modifications that increase net emissions above significance thresholds. Area classifications under PSD dictate increment stringency: Class I areas, encompassing federal lands like national parks and wildernesses (e.g., over 24 million acres protected as of ), impose the tightest limits to preserve pristine conditions, often one-tenth or less of Class II increments; Class II permits moderate with standard increments; and Class III allows higher through reclassification, though rarely used. For example, Class II annual increments include 17 μg/m³ for PM₁₀, 20 μg/m³ for SO₂, and 25 μg/m³ for NO₂, while 24-hour or 3-hour limits apply to prevent short-term spikes. Permit applicants must use EPA-approved modeling to demonstrate projected concentrations will not exceed these increments or NAAQS, incorporating conservative assumptions for background levels and worst-case . Additional environmental safeguards require of secondary impacts, such as acid deposition effects on soils and vegetation, visibility impairment in Class I areas, and compliance with protections under related statutes. Legally, PSD derives from Sections 160–169A of the Clean Air Act (42 U.S.C. § 7470 et seq.), enacted via the 1977 amendments to prevent air quality backsliding amid industrial growth following earlier NAAQS-focused efforts. Federal implementation occurs under 40 CFR 52.21, which outlines permitting criteria including , 30-day EPA review periods, and state delegation options via State Implementation Plans (s) approved under 40 CFR 51.166. Recent regulatory actions include 2024 corrections to PSD paragraph designations for clarity in SIP applicability and a 2025 withdrawal of proposed revisions to PSD and nonattainment new source review rules, preserving core requirements amid ongoing litigation over PM₂.₅ increments established in 2010. Violations can result in permit denial, construction halts, or civil penalties up to $109,024 per day per violation as adjusted for inflation. Central to PSD's emission standards is the mandate for Best Available Control Technology (BACT) on all New Source Performance Standards (NSPS)-regulated pollutants, determined case-by-case via a "top-down" process: identifying all technically feasible controls, eliminating infeasible options, ranking remaining alternatives by control effectiveness, evaluating site-specific energy, environmental, and economic impacts (with cost-effectiveness thresholds around $4,000–$12,000 per ton avoided varying by pollutant), and selecting the most stringent practicable option. BACT must surpass lower-tier "lowest achievable" controls in nonattainment contexts and includes add-on controls, process modifications, or design changes, with no safe harbor from review for minor adjustments. This ensures new sources incorporate state-of-the-art reductions, such as for NOₓ or baghouses for , tailored to source type and location.

Linguistics

Language and Communication Terms

Plains Sign Language (PISL), code psd, features a primarily composed of iconic gestures that depict concrete nouns, verbs, and actions through handshapes, locations, and movements standardized across Plains tribes. Historical documentation records over 1,000 signs, including terms for animals (e.g., "" formed by interlocking fingers to mimic horns), natural elements (e.g., "" by wavy hand motion near mouth), and daily activities (e.g., "eat" by bringing hand to mouth). These signs emphasize chest-level execution with both hands, facilitating visibility in group settings like trade councils or storytelling circles. Grammatical terms and structures in PISL rely on classifiers—handshapes representing object categories (e.g., flat hand for broad surfaces, cylindrical for handles)—integrated with locative movements to convey spatial relations and handling. Pronominal terms use pointing indices for "I," "you," or "he/she," with plurality indicated by arc sweeps or repetitions (e.g., "they" as "he all"). Tense markers include a backward sweep for past events ("long time") and forward projection for future, while questions employ non-manual signals like raised eyebrows or head tilts. Kinship vocabulary distinguishes gender and lineage by body-relative locations, appending "man" (palm to forehead) or "woman" (open hand to chin) modifiers. Directional verbs encode path and manner simultaneously, such as signing "go" with palm orientation indicating toward or away, enhancing narrative efficiency in inter-tribal communication. Abstract terms derive metaphorically from concretes (e.g., "think" from hand to head mimicking idea placement), supporting complex without spoken equivalents. Dialectal variations exist, with corpus analyses revealing tribe-specific realizations, yet core terms maintain . Revitalization efforts document these elements through video corpora, preserving terms for warfare (e.g., "fight" as crossed fists), trade (e.g., "give" as offering motion), and social protocols.

Political Organizations

Parties in Africa

The (PSD) in , known in as Ishyaka Riharanira Demokarasi n'Imibereho, operates as a centrist party aligned with the ruling Rwanda Patriotic Front (RPF) within the country's framework established post-1994 . It holds parliamentary seats and has participated in national elections, contributing to the political stability emphasized by the RPF-led administration. In March 2024, the PSD formally endorsed RPF candidate for the July , reflecting its role in supporting the incumbent's re-election bid amid a field of allied parties. In the , the Parti Social Démocratique (PSD) functions as an opposition party, contesting presidential and legislative elections in a volatile political environment marked by coups and instability. Led by Enoch Derant Lakoué, it secured representation in early post-independence multiparty systems, including alliances with groups like the National Unity Party during transitional governments in the early 2000s. The party's platform emphasizes social democratic reforms, though its influence remains limited amid ongoing conflicts involving rebel factions and foreign interventions. Burundi's Social Democratic Party-Dusabikanye (PSD-Dusabikanye) is a minor progressive formation advocating for democratic reconciliation and development in a context of ethnic tensions and one-party dominance critiques. Founded by Godefroy Hakizimana, it has fielded candidates in legislative elections, such as those in 2015, positioning itself against the ruling CNDD-FDD's extended tenure under President and successor . The party critiques exclusionary policies and participates in inter-Burundian dialogues aimed at broadening political inclusion. In Angola, the Social Democratic Party (PSD) exists as one of numerous opposition entities in a multiparty system dominated by the People's Movement for the Liberation of Angola (MPLA) since independence in 1975. It emerged during the liberalization period following the 1992 peace accords ending civil war, advocating social democratic policies but garnering minimal electoral success against the MPLA's resource-backed control. The PSD has allied sporadically with democratic forums but holds no significant parliamentary presence as of recent cycles.

Parties in the Americas

The Partido Social Democrático (PSD) is the principal political organization in the Americas using the PSD acronym, operating exclusively in . Founded on March 21, 2011, by , a former mayor of , the party originated as a splinter from the Democrats (DEM), incorporating dissidents seeking a platform independent of established alliances. Kassab established the PSD to evoke the brand of the mid-20th-century PSD, which had been a dominant force in Brazilian politics, but the new iteration functions as a pragmatic, non-ideological vehicle rather than a strict ideological successor. Positioned as centrist to center-right, the PSD prioritizes local , economic , and individual rights, including explicit support for freedom of expression and the right to bear arms. It operates within Brazil's "Centrão" bloc—a loose of transactional parties that negotiates parliamentary support and positions with whichever administration holds power, irrespective of ideological divergence. This approach has enabled the PSD to avoid rigid partisanship, focusing instead on municipal influence and behind-the-scenes brokerage, with Kassab himself described as a low-profile operator facilitating deals across the spectrum. Despite the "social democratic" nomenclature, the party's practices align more closely with catch-all than European-style , emphasizing adaptability over doctrinal commitments. Electorally, the PSD has expanded rapidly since inception, capitalizing on Brazil's fragmented . By 2025, it governs municipalities encompassing the largest population of any single party, surpassing even the (PT) in demographic reach through mayoral control. The party has pursued gubernatorial and presidential ambitions, with internal debates over candidates reflecting its big-tent nature and avoidance of polarizing figures. No equivalent PSD entities hold national prominence in other American nations, such as the , , or elsewhere in , where the acronym does not correspond to major active parties. For context, Brazil's earlier PSD (1945–1965) was a separate centrist entity aligned with Getúlio Vargas's conservative supporters, securing presidencies for (1946) and (1956) while representing urban elites and agrarian interests. Banned after the military coup, it left a legacy of broad appeal that the modern PSD invokes symbolically, though without direct continuity or shared structures.

Parties in Europe

In Portugal, the Partido Social Democrata (PSD) functions as a , emphasizing an open, free, and solidary society within an advanced democracy framework, despite its nomenclature evoking . Established on May 6, 1974, and formally registered on January 25, 1975, as the Partido Popular Democrático (PPD) with the PSD acronym, it aligns with the center-right in the . The PSD has governed since the March 2024 legislative elections, led by , marking its return to power after contributing to coalitions like the Aliança Democrática in prior decades. In , the Partidul Social Democrat (PSD) represents a center-left formation, prioritizing policies on , equity, and as outlined in its governance platform. As the country's largest parliamentary party, it maintains full membership in the Party of European Socialists (PES) and has participated in coalitions, including the current government since 2021 alongside the National Liberal Party (PNL). The PSD traces its roots to the 2001 reorganization of the Party of Social Democracy in Romania (PDSR), achieving dominance in national elections, such as securing the most seats in the 2020 parliamentary vote. Other European entities using the PSD acronym, such as minor social democratic movements, lack the prominence or parliamentary representation of the Portuguese and Romanian parties, with no equivalent in countries like where social democratic groups operate under different branding.

Parties in Other Regions

The (Partido Social Democrata; PSD) in represents the principal political organization bearing the PSD acronym in . Established in September 2000 as a centrist alternative to established groups like and the (UDT), the party promotes principles of democratic governance, social equity, and economic modernization tailored to post-independence challenges. Its formation drew from local elites seeking moderate reforms amid Timor-Leste's transition to sovereignty following Indonesian occupation. In the August 2001 elections for the , PSD captured 6.8% of the valid votes, earning 6 of 88 seats and establishing an initial parliamentary foothold. The party has since emphasized coalition-building for viability in Timor-Leste's fragmented , often partnering with like-minded centrists. For instance, in the June 2007 parliamentary elections, PSD allied with the Timorese Social Democratic Association (ASDT), with the coalition securing 15.73% of votes and 11 seats in the 65-member National Parliament. This approach reflects pragmatic adaptation to electoral dynamics where no single party typically dominates. PSD's platform centers on , , and measures, though its influence has waned in recent cycles amid competition from larger alliances. In the May 2018 snap parliamentary elections, it held 5 seats as part of broader opposition efforts. By the 2023 parliamentary vote, PSD maintained a marginal presence, underscoring its role as a niche centrist voice rather than a major contender. No other PSD-affiliated parties of note operate in or the , limiting the acronym's footprint beyond this context.

Science, Mathematics, and Engineering

Mathematical Concepts

In linear algebra, a symmetric real A is positive semi-definite (PSD), denoted A \succeq 0, if the x^T A x \geq 0 holds for all real vectors x. Equivalently, all eigenvalues of A are non-negative, \lambda_i(A) \geq 0 for i = 1, \dots, n, where n is the matrix dimension. This property extends the notion of positive definiteness, where strict inequality x^T A x > 0 for x \neq 0 requires all eigenvalues positive, \lambda_i(A) > 0. PSD matrices form a closed under addition and non-negative scalar multiplication; if A \succeq 0 and B \succeq 0, then \alpha A + \beta B \succeq 0 for \alpha, \beta \geq 0. Diagonal PSD matrices have non-negative diagonal entries, and the exists for positive definite cases but generalizes via eigenvalue decomposition for PSD matrices, A = Q \Lambda Q^T with \Lambda diagonal and non-negative. Principal minors of PSD matrices are non-negative, providing a test via adaptation, though eigenvalue computation is often preferred for verification. Semidefinite programming (SDP) optimizes linear functions over PSD matrix variables, formulated as \min \langle C, X \rangle subject to \langle A_i, X \rangle = b_i and X \succeq 0, where \langle \cdot, \cdot \rangle is the and X symmetric. SDPs generalize , solving via interior-point methods with polynomial-time complexity for fixed dimension, and apply to eigenvalue bounds, , and relaxations of combinatorial problems like max-cut. The feasible set's convexity ensures global optimality, with strong duality under .

Physics and Signal Processing

Power spectral density (PSD) quantifies the distribution of a signal's average power across components, representing power per unit interval, typically denoted as S_x(f) or S_{xx}(f). For wide-sense stationary random processes, it is defined as the of the autocorrelation function R_x(\tau), given by S_x(f) = \int_{-\infty}^{\infty} R_x(\tau) e^{-j 2 \pi f \tau} d\tau, where j = \sqrt{-1}. This formulation arises from the Wiener-Khinchin theorem, linking time-domain correlation to -domain power distribution, enabling analysis of signals where total power integrates to \int_{-\infty}^{\infty} S_x(f) \, df = R_x(0), the signal's mean-square value. Unlike the power spectrum, which applies to deterministic finite-energy signals and yields total power in discrete or continuous spectral lines, PSD addresses infinite-duration power signals or ergodic random processes, normalizing power by frequency bandwidth to handle continuous spectra. For practical estimation from finite data, methods like the periodogram compute \hat{S}_x(f) = \frac{1}{N} \left| \sum_{n=0}^{N-1} x e^{-j 2 \pi f n / N} \right|^2, where N is the number of samples, though Welch's method segments data, applies windowing, and averages to reduce variance. In , PSD characterizes broadband noise, such as in vibration analysis where root-mean-square integrates the PSD curve's area, or in communications for assessing channel . In physics, it models fluctuations in systems like optical noise, where relates to PSD, or thermal radiation spectra via adaptations for power density. Applications extend to geophysical signal detection, estimating background PSD for in data using maximum likelihood models. Properties include non-negativity (S_x(f) \geq 0) and symmetry for real signals, ensuring physical interpretability as energy dissipation rates per frequency.

Medical and Biological Applications

The postsynaptic density (PSD) is a specialized, electron-dense located immediately beneath the postsynaptic membrane in excitatory synapses, primarily in the , where it anchors receptors, ion channels, and signaling molecules to facilitate synaptic transmission and . Composed of over 1,000 proteins, including scaffold proteins like PSD-95 (also known as SAP90), shank family proteins, and homer proteins, the PSD organizes the postsynaptic apparatus into a structured network that transduces presynaptic glutamate release into intracellular signaling cascades. This organization enables rapid recruitment of and NMDA glutamate receptors, essential for excitatory synaptic function, with PSD thickness varying from 30-50 nm in mature synapses. In biological research, the PSD serves as a model for studying mechanisms, such as (LTP) and long-term depression (LTD), which underlie learning and ; for instance, PSD-95 interacts with NMDA receptors to regulate calcium influx and downstream activation, promoting morphogenesis and stabilization during . Proteomic analyses of isolated PSDs from and brains have identified conserved core components, revealing evolutionary origins tracing back to unicellular ancestors, which informs comparative neurobiology and dynamics in membraneless organelles. Techniques like and cryo-electron tomography have elucidated PSD's layered architecture, with core scaffolds forming a disc-like lattice that dynamically remodels in response to neuronal activity, aiding investigations into and network connectivity. Medically, PSD dysfunction contributes to neuropsychiatric and neurodegenerative disorders through genetic mutations or protein dysregulation; for example, mutations in PSD-95 and shank3 genes are associated with and , disrupting synaptic scaffolding and receptor trafficking observed in patient-derived neurons. In , proteomic profiling of postmortem PSDs shows altered expression of glutamate receptor-associated proteins, correlating with impaired synaptic connectivity and cognitive deficits. Neurodegenerative conditions like Alzheimer's and exhibit PSD disassembly, with reduced PSD-95 levels in affected brain regions leading to synaptic loss preceding neuronal death, as quantified in human studies where PSD protein reductions exceed 50% in vulnerable areas. Therapeutic strategies target PSD stabilization, such as small-molecule inhibitors of PSD-95/PDZ interactions to mitigate in models, though clinical translation remains limited by off-target effects. Emerging synaptic imaging via tracers binding PSD proteins offers potential for diagnosis of synaptic density loss in these pathologies.

Engineering and Technical Fields

Particle size distribution (PSD) quantifies the range and relative amounts of particle sizes in a sample of granular or powdered material, a key metric in engineering disciplines including chemical, civil, materials, and mechanical engineering. In chemical engineering, PSD influences process efficiency in handling solids, such as in milling, granulation, and fluidization, where narrower distributions improve flow properties and reduce segregation; for example, in spray drying, controlling PSD ensures uniform particle morphology and dissolution rates. In , PSD analysis of soils and aggregates assesses geotechnical performance, including permeability, compaction, and ; well-graded distributions with coefficients of uniformity (Cu = D60/D10) greater than 4 for sands enhance and stability in foundations and pavements. per ASTM C136 standard evaluates aggregate PSD for , where excessive fines (passing No. 200 ) can increase water demand and reduce workability. Materials and mechanical engineers apply PSD in and , where median particle diameters (D50) of 15–45 μm optimize layer spreading and densification in processes like , minimizing defects such as and improving tensile strength up to 1000 MPa in alloys like . In cementitious materials, PSD from reveals how finer particles accelerate but risk , with typical Blaine values of 300–400 m²/kg correlating to early strength gains. Common measurement techniques include mechanical sieving for coarse fractions (>50 μm), offering cost-effective grading via stackable meshes; laser for versatile analysis across 0.01–3000 μm ranges, relying on theory for volume-based distributions; and for nanoparticles (<1 μm), measuring diffusion coefficients. Selection depends on particle shape, , and dispersion medium, with validation against standards ensuring reproducibility within 5–10% for D50 values. PSD data is typically plotted as cumulative undersize curves (Q%) versus logarithmic , enabling derivation of sizes like D10, D50, and D90, which inform ; log-normal or Rosin-Rammler distributions often model engineering powders, with span (D90–D10)/D50 <1 indicating monodispersity desirable for precision applications.

Economics and

Private Sector and Development

Private Sector Development (PSD) denotes a set of strategies within frameworks intended to bolster private enterprise activity, thereby stimulating economic growth, employment, and via market mechanisms rather than direct public intervention. These efforts target systemic barriers in developing economies, emphasizing the private sector's capacity to generate scalable opportunities, particularly for marginalized groups including the poor. Core approaches to PSD include market systems development, which facilitates connections across value chains, provision of services, and regulatory adjustments to rectify market failures; engagement through collaborations with domestic and international firms; and business enabling environment reforms to minimize bureaucratic hurdles and promote competition. Additional focal areas encompass inclusive business models integrating low-income participants as suppliers or consumers, women's economic empowerment, access to finance, youth employment initiatives, and practices aligned with objectives. In , where the private sector contributes 90% of jobs, 70% of , and 70% of investment, the African Development Bank's PSD Strategy for 2021-2025 prioritizes job generation, socioeconomic inclusion for youth and women, resilience-building, and transitions to low-carbon economies to advance the and Africa's Agenda 2063. This builds on prior frameworks, such as the Bank's 2013-2017 strategy, by intensifying operations across , , , and in 21 transition countries. Empirical assessments, including a systematic review of 56 PSD interventions in fragile and conflict-affected states evaluated between 2005 and 2014 from an initial pool of 312 studies, reveal context-dependent outcomes: successes in economic recovery and diversification occur where programs adapt to local risks, but institutional fragility often limits and . Such underscores PSD's reliance on shared risks and benefits among stakeholders, rather than subsidies, to foster enduring market dynamics.

Payment Services Directives

The comprises a series of legislative measures designed to harmonize rules for payment services across member states, promoting a single European payments market while enhancing consumer protection and security. Initially enacted as Directive 2007/64/EC (PSD1), it established common standards for authorizing and supervising payment institutions separate from banks, requiring transparency in fees, execution times, and liability limits for unauthorized transactions. PSD1 applied to credit transfers, direct debits, and card payments in euro or other EU currencies, excluding certain instruments like cheques, and mandated that cross-border payments be processed as efficiently as national ones. The revised (PSD2), formally Directive (EU) 2015/2366, was adopted on 25 November 2015 and became applicable on 13 January 2018 after transposition into national law. Building on PSD1, PSD2 expanded the scope to include one-leg transactions involving third-country currencies, introduced regulated access to customer account data via account information services (AIS) and payment initiation services (PIS) by licensed third-party providers (TPPs), and prohibited surcharges on consumer credit and payments. It also imposed (SCA) requirements, mandating two-factor verification involving knowledge, possession, and inherence elements to reduce , with exemptions for low-value transactions under €30 or trusted beneficiaries. Key differences between PSD1 and PSD2 include PSD2's broader coverage of innovative services, enabling ecosystems where TPPs can interface with banks via secure , thereby fostering competition beyond traditional banks. PSD2 enhanced by requiring payment service providers (PSPs) to handle complaints within 15 days and report statistics to authorities, while extending consumer liability caps to €50 for unauthorized payments if is not followed. These changes aimed to lower costs, with the estimating annual savings of €2.9 billion for consumers and businesses by 2019 through reduced reliance on cash and cards. As of 2025, a proposed PSD3 (Directive COM/2023/621) seeks to address PSD2 implementation gaps, such as API standardization failures and risks from instant payments, by introducing dedicated reporting, lighter licensing for smaller institutions, and penalties up to 10% of annual turnover for non-compliance. The , submitted in June 2023, emphasizes resilience against cyber threats and supports the initiative, with expected adoption refining open finance while maintaining interoperability. Empirical data from the indicates PSD2 reduced payment rates by 20-30% in some member states post-SCA rollout, though uneven adoption has led to market fragmentation critiques.

Miscellaneous Uses

Media and Broadcasting

Program Service Data (PSD) refers to the metadata stream transmitted alongside digital audio in the broadcasting standard, enabling receivers to display supplementary information synchronized with the program content. This includes dynamic elements such as song titles, artist names, album artwork, and station logos, enhancing the listener experience beyond audio alone. PSD operates at a fixed data rate of 1,187.5 bits per second, matching the capacity of legacy analog systems like , and is designed to complement both primary () and secondary/multicast channels (, , etc.). In implementations, PSD is delivered via tagging embedded in the audio stream, allowing for updates that align with program changes, such as new tracks or segments, typically within 0.5 seconds to maintain . Broadcasters encode PSD through service interfaces, where processes inputs like traffic alerts, weather data, or promotional content before transmission. The system supports advanced features, including the Artist Experience initiative, which streams high-resolution images and extended to compatible receivers, provided licensing for artwork is secured. Adoption requires exciters and compatible transmission equipment, with standards outlined by the National Radio Systems Committee (NRSC) to ensure interoperability. PSD's technical specifications emphasize robustness against , using and packet transport protocols to deliver reliable data over the air. Stations must integrate software development kits (SDKs), such as HDP PSD SDK versions 2.0 or later for tagging and 4.7 or later for advanced features, to generate compliant messages. While PSD expands capabilities for media-rich content, its effectiveness depends on receiver penetration and broadcaster investment, with over 2,000 U.S. stations transmitting signals as of 2023, though not all fully utilize PSD for dynamic info.

Other Specialized Terms

In environmental regulation, PSD denotes Prevention of Significant Deterioration, a preconstruction permitting program established under Part C of the Clean Air Act to safeguard air quality in areas attaining National Ambient Air Quality Standards (NAAQS). The program mandates that new major stationary sources or major modifications demonstrate compliance with stringent emission limits, undergo best available control technology (BACT) analysis, and conduct air quality impact assessments before permits are issued, aiming to prevent degradation beyond allowable increments for criteria pollutants like sulfur dioxide and particulate matter. Enacted through amendments in 1977, PSD applies to facilities exceeding specific emission thresholds, such as 100 tons per year for fossil fuel-fired plants, and requires public involvement including modeling of pollutant dispersion. In military contexts, PSD refers to Personal Security Detachment, a specialized unit tasked with providing close protection to high-value personnel, such as commanders or officials, during operations in high-threat environments. These detachments, often composed of personnel trained in , route , and tactical response, conduct site surveys, security, and personal escort duties to mitigate risks from asymmetric threats like improvised explosive devices. Deployed in conflicts such as those in , PSD teams integrate , , and medical elements to ensure principal safety without compromising mission objectives. In naval administration, PSD can signify Personnel Support Detachment, a support entity delivering integrated pay, personnel records, and administrative services to active-duty members and families at specific installations. These detachments handle transactions like separations, entitlements, and retirements, streamlining for over 10,000 personnel in some cases, distinct from combat-oriented roles.

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