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The measurement of diversity is a central component of studies in ecology and evolution, with broad uses spanning multiple biological scales. Studies of diversity conducted in population genetics and ecology make use of analogous concepts and even employ equivalent mathematical formulas. For the Shannon entropy statistic, recent developments in the mathematics of diversity in population genetics have produced mathematical constraints on the statistic in relation to the frequency of the most frequent allele. These results have characterized the ways in which standard measures depend on the highest-frequency class in a discrete probability distribution. Here, we extend mathematical constraints on the Shannon entropy in relation to entries in specific positions in a vector of species abundances, listed in decreasing order. We illustrate the new mathematical results using abundance data from examples involving coral reefs and sponge microbiomes. The new results update the understanding of the relationship of a standard measure to the abundance vectors from which it is calculated, potentially contributing to improved interpretation of numerical measurements of biodiversity.
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http://dx.doi.org/10.1007/s00285-023-01997-3 | DOI Listing |
Npj Complex
September 2025
The Santa Fe Institute, Santa Fe, NM USA.
Assembly theory (AT) quantifies selection using the assembly equation, identifying complex objects through the assembly index, the minimal steps required to build an object from basic parts, and copy number, the observed instances of the object. These measure a quantity called Assembly, capturing causation necessary to produce abundant objects, distinguishing selection-driven complexity from random generation. Unlike computational complexity theory, which often emphasizes minimal description length via compressibility, AT explicitly focuses on the causation captured by selection as the mechanism behind complexity.
View Article and Find Full Text PDFComput Biol Med
September 2025
Department of Mathematics, NIT Jamshedpur, Jharkhand 831014, India. Electronic address:
The behavior of blood viscosity is influenced by several physical factors, particularly hematocrit levels and vessel diameter. For a fixed hematocrit, apparent blood viscosity decreases with tube diameters in the range of 9μm to 1000μm, a phenomenon known as the Fåhræus-Lindqvist (FL) effect. Almost all existing models of the apparent blood viscosity are empirically proposed describing that viscosity exponentially increases with hematocrit.
View Article and Find Full Text PDFPLoS One
September 2025
Department of Computer Science and Artificial Intelligence, College of Computing and Information Technology, University of Bisha, Bisha, Saudi Arabia.
The Internet of Things (IoT) includes vehicles, homes, and integrated sensors and many interconnected physical devices that gather and share data to interact with their environment. Data moving across multiple levels is vulnerable to various security threats, including leaks and unauthorized access. IoT faces significant challenges in balancing strict security with optimal performance metrics such as energy efficiency, throughput, and memory.
View Article and Find Full Text PDFChem Sci
August 2025
Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Mohali Knowledge City Manauli-140306 India
Leveraging information entropy to quantitatively measure the organizational diversity and complexity of different chemical systems is a compelling need for next-generation supramolecular and systems chemistry. It can also be a strategy for digitalizing and enabling the bottom-up development of life-like complex systems following probable origin-of-life scenarios. According to the lipid world hypothesis, lipid molecules appear first to facilitate compartmentalization, catalysis, information processing, It is envisaged that fatty acid-based vesicles are more primitive than phospholipid vesicles.
View Article and Find Full Text PDFPlants (Basel)
August 2025
College of Life Sciences, Zhejiang University, Hangzhou 310058, China.
Anthropogenic disturbances significantly impact plant biodiversity in subtropical forests. While prior research has primarily concentrated on taxonomic diversity, other dimensions of biodiversity, such as phylogenetic and functional diversities, remain insufficiently explored. This study simultaneously investigated these three facets of plant diversity in subtropical forests with two distinct disturbance histories in eastern China, aiming to elucidate the effects of intermediate anthropogenic disturbances on biodiversity.
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