cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yxb583nv5d
title: The Permanganate-Oxalate Reaction as a Visual Time-Temperature Indicator

description: Code Packages of Manuscript "The Permanganate-Oxalate Reaction as a Visual Time-Temperature Indicator: Reaction Systems for Use Above 0 °C"

SI Code Package 1 can be opened and run in Matlab. It can be viewed with any text editor.
SI Code Package 2 are Python scripts and can be opened and run in Jupyter Notebooks / JupyterLab and several other editors and integrated development environments.
SI Code Package 3: This code package is provided embedded with two macro-enabled Excel files. Within Excel, the VBA editor can be opened using Alt + F11. “Module 1” should then be opened within the Modules folder. Then click in the first line of code in the window to the right and execute the series of subroutines by hitting F5 or the play button in the VBA editor.
SI Code Package 4 is a Python script and can be opened and run in Jupyter Notebooks / JupyterLab and several other editors and integrated development environments.
SI Code Package 5: These are Matlab scripts that, taking ion activities into account, calculate the speciation of Mn(III) at a user-selected perchloric acid concentration, a user-specified concentration of Mn(III)(C2H3O2)3, and a range of Na2C2O2 concentrations over which it finds a maximum percent composition of either Mn(III)mono-oxalate or Mn(III)bisoxalate.

Supplementary Video and Slides: Impact of Continuous Exposure to Light (section 3.3.4 in manuscript). 
Slide 1 includes a video of the indicator's activation, divided into six aliquots to monitor the impact of continuous exposure to light; three aliquots are run while exposed to light, and the other three aliquots are covered from the light with a box. Photographic stills of the reaction over time are shown in slides 2 and 3. Slide 3 also includes two videos showing the ending of both groups.
DOI: 10.17632/cfvx5j4hfk
title: Data for: Development of decision-making tool and Pareto set analysis for bi-objective optimization in ORC power plant

description: The TRADeS (Tracking and Recognizing Alternative Design Solutions) is a software developed as part of the investigation entitled: Development of decision-making tool and Pareto set analysis for bi-objective optimization in ORC power plant, authored by: Marcin Jankowski, Aleksandra Borsukiewicz, Kamel Hooman. Software author e-mail: marcin.jankowski@zut.edu.pl, Affilation: West Pomeranian University of Technology in Szczecin, ORC Power Plants Research and Development Centre, al. Piastów 17, Szczecin, Poland The TRADeS is developed for facilitating the selection of final Pareto set point for bi-objective optimization problems which are frequently being solved during enhancing the performance of the energy conversion systems, including organic Rankine cycle power plants. For more details, see READ_ME file located in TRADeS.rar.
DOI: 10.15468/dl.q39pre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinidia arguta",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049719-250811113504898/datasets/export for details.
DOI: 10.15468/dl.zaghgy
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinidia arguta",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049721-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtbdxd
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio buddha"
 ]
}

 The dataset includes 262 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003460-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mqvxx
title: Occurrence Download

description: A dataset containing 21979397 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Southern African Bird Atlas Project 2"
 ]
}

 The dataset includes 21979397 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003453-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tp3e2
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Material citation, Material sample)",
 "Country is one of (Russian Federation, Kazakhstan, Mongolia, China)",
 "Geometry POLYGON((69.22909 36.86476,105.53152 36.86476,105.53152 56.97769,69.22909 56.97769,69.22909 36.86476))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos"
 ]
}

 The dataset includes 336 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003461-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4m3j3
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoura cultrata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 257 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003462-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gujquk
title: Occurrence Download

description: A dataset containing 243053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 243053 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003451-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmtuu5
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-849.0",
 "Geometry POLYGON((-7.31857 34.84692,-3.39497 34.84692,-3.39497 37.45552,-7.31857 37.45552,-7.31857 34.84692))",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, July, August)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Fringilla spodiogenys, Pycnonotus barbatus, Discoglossus scovazzi, Sclerophrys mauritanica, Salamandra, Pelophylax saharicus, Blanus tingitanus, Pica mauritanica, Chalcides mionecton, Timon tangitanus, Tchagra senegalus)"
 ]
}

 The dataset includes 165 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003463-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsdykz
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mycalesis anaxias"
 ]
}

 The dataset includes 436 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003464-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52xhcc
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoura fistulata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 41 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003465-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjncre
title: Occurrence Download

description: A dataset containing 1152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appias indra"
 ]
}

 The dataset includes 1152 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003466-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442569
title: "УСТОЗ-ШОГИРД" ТИЗИМИ - УЗЛУКСИЗ ТАЪЛИМ СИФАТИНИ ОШИРИШ ОМИЛИ СИФАТИДА

description: Мазкур тезисларда “Устоз-шогирд” тизимининг мазмун-моҳияти, уни анъана сифатида шакллантириш - узлуксиз таълим тизимини ривожлантиришнинг муҳим омили эканлиги тўғрисида мушоҳада юритилади.
DOI: 10.5281/zenodo.18442568
title: "УСТОЗ-ШОГИРД" ТИЗИМИ - УЗЛУКСИЗ ТАЪЛИМ СИФАТИНИ ОШИРИШ ОМИЛИ СИФАТИДА

description: Мазкур тезисларда “Устоз-шогирд” тизимининг мазмун-моҳияти, уни анъана сифатида шакллантириш - узлуксиз таълим тизимини ривожлантиришнинг муҳим омили эканлиги тўғрисида мушоҳада юритилади.
DOI: 10.15468/dl.fqwrd2
title: Occurrence Download

description: A dataset containing 3679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoura geoffroyi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 3679 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003467-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g58vbe
title: Occurrence Download

description: A dataset containing 777682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.15577 4.37555,-74.04321 4.53102,-73.97681 4.80716,-74.08451 4.84036,-74.27076 4.60147,-74.15577 4.37555))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 777682 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003442-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442594
title: MAQOM REPERTUARI ASOSIDA VOKAL MAHORATINI SHAKLLANTIRISH

description: Maqolada an’anaviy musiqa ta’limining muhim tarkibiy qismi sifatida maqom repertuari asosida vokal malakalarni shakllantirish jarayoni yoritiladi. Maqom kuylashga xos bo‘lgan lad-intonatsion tizim, melizmatika, cho‘zma frazalash hamda she’riy matnning ifodaviy roli kabi xususiyatlar ochib beriladi. Maqom repertuarining kuylash nafasi, tovush olib borish, intonatsion barqarorlik va vokal ifodaviylikni rivojlantirishdagi pedagogik ahamiyati asoslanadi. Shuningdek, maqom asarlari asosida vokal ta’limini tashkil etishning bosqichma-bosqich metodik yondashuvlari yoritilib, ular orqali vokal-texnik hamda badiiy-ijrochilik ko‘nikmalarini shakllantirish masalalariga alohida e’tibor qaratiladi. Maqom kuylashning o‘quvchilarda musiqiy eshitish qobiliyati, emotsional sezgirlik va badiiy tafakkurni rivojlantirishdagi o‘rni ta’kidlanadi. Maqolada maqom repertuaridan vokalchilarning professional tayyorgarligi jarayonida foydalanish hamda milliy musiqiy meros an’analarini saqlashning maqsadga muvofiqligi haqida xulosa chiqariladi.
DOI: 10.5281/zenodo.18442593
title: MAQOM REPERTUARI ASOSIDA VOKAL MAHORATINI SHAKLLANTIRISH

description: Maqolada an’anaviy musiqa ta’limining muhim tarkibiy qismi sifatida maqom repertuari asosida vokal malakalarni shakllantirish jarayoni yoritiladi. Maqom kuylashga xos bo‘lgan lad-intonatsion tizim, melizmatika, cho‘zma frazalash hamda she’riy matnning ifodaviy roli kabi xususiyatlar ochib beriladi. Maqom repertuarining kuylash nafasi, tovush olib borish, intonatsion barqarorlik va vokal ifodaviylikni rivojlantirishdagi pedagogik ahamiyati asoslanadi. Shuningdek, maqom asarlari asosida vokal ta’limini tashkil etishning bosqichma-bosqich metodik yondashuvlari yoritilib, ular orqali vokal-texnik hamda badiiy-ijrochilik ko‘nikmalarini shakllantirish masalalariga alohida e’tibor qaratiladi. Maqom kuylashning o‘quvchilarda musiqiy eshitish qobiliyati, emotsional sezgirlik va badiiy tafakkurni rivojlantirishdagi o‘rni ta’kidlanadi. Maqolada maqom repertuaridan vokalchilarning professional tayyorgarligi jarayonida foydalanish hamda milliy musiqiy meros an’analarini saqlashning maqsadga muvofiqligi haqida xulosa chiqariladi.
DOI: 10.15468/dl.2th5zv
title: Occurrence Download

description: A dataset containing 526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artibeus concolor",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 526 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/g1nn-wb37
title: "INBASE (Indoor Network-Based Air-Sensing Ecosystem) dataset"

description: "This dataset contains time-stamped indoor air quality measurements collected using INBASE (Indoor Network-Based Air-Sensing Ecosystem), a real-time IoT monitoring system deployed in a hybrid workplace with production and office areas. The dataset includes concentrations of particulate matter (PM1.0, PM2.5, PM10), total volatile organic compounds (TVOC), formaldehyde (HCHO), benzene (C6H6), ethyl alcohol (C2H5OH), nitrogen dioxide (NO2), carbon dioxide (CO2), and oxygen (O2), recorded at a sampling interval of [30 s] via a cloud-connected data pipeline (ThingSpeak export). Data are provided in .csv format. The dataset can be used to examine spatial contrasts between production and office spaces and identify operation-dependent peaks."
DOI: 10.15468/dl.g55znu
title: Occurrence Download

description: A dataset containing 3933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artibeus obscurus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 3933 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003469-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442610
title: O'ZBEKISTONDA MUSIQANING YUKSALISH DAVRI

description: Ushbu maqolada necha zamonlardan meros an’ana ustoz – shogird              an ‘analari asosiysi – musiqiy ilmga oid maxsus risolalar. Qo’shimchalarini musiqa           haqidagi fikrlar, xalq og’ziga tushgan afsona va rivoyatlardan tortib – yozma bayon         etuvchi tarixiy va adabiy manbalar, shuningdek, tasviriy san’at asarlarining qadimiy          namunalari tashkil qiladi. Bizning mavzu nuqtai nazaridan,uning ma’no-  mohiyatiga oid risolalar yetakchi ahamiyat kasb etishini inobatga olib,oldin  qo’shimcha manbalar xususida qisqacha to’xtalib, so’ng bevosita musiqa ilmi  masalalari haqida batafsilroq so’z yuritishni qulay ko’rdik.  Maqolada musiqiy pedagogika tushunchasiga ya’ni musiqa o ‘qituvchisining ijodiy  faoliyati talabalar bilan ishlash jarayonlarida pedagogik yondashuvlariga ham          alohida urg’u beriladi.
DOI: 10.5281/zenodo.18442611
title: O'ZBEKISTONDA MUSIQANING YUKSALISH DAVRI

description: Ushbu maqolada necha zamonlardan meros an’ana ustoz – shogird              an ‘analari asosiysi – musiqiy ilmga oid maxsus risolalar. Qo’shimchalarini musiqa           haqidagi fikrlar, xalq og’ziga tushgan afsona va rivoyatlardan tortib – yozma bayon         etuvchi tarixiy va adabiy manbalar, shuningdek, tasviriy san’at asarlarining qadimiy          namunalari tashkil qiladi. Bizning mavzu nuqtai nazaridan,uning ma’no-  mohiyatiga oid risolalar yetakchi ahamiyat kasb etishini inobatga olib,oldin  qo’shimcha manbalar xususida qisqacha to’xtalib, so’ng bevosita musiqa ilmi  masalalari haqida batafsilroq so’z yuritishni qulay ko’rdik.  Maqolada musiqiy pedagogika tushunchasiga ya’ni musiqa o ‘qituvchisining ijodiy  faoliyati talabalar bilan ishlash jarayonlarida pedagogik yondashuvlariga ham          alohida urg’u beriladi.
DOI: 10.15468/dl.4j8b6n
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carollia benkeithi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 106 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003470-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442623
title: Abdurasulov Baxodir Saydurasulovich, & Worldly Knowledge Publishing Centre. (2026). O'ZBEKISTONDA MUSIQANING YUKSALISH DAVRI [Data set]. PEDAGOGIK ISLOHOTLAR VA ULARNING YECHIMLARI, Uzbekistan. Zenodo. https://doi.org/10.5281/zenodo.18442611

description: Mazkur maqolada investitsiyalarning qo‘yilma obektiga ko‘ra, investitsiyalashda ishtirok etishiga ko‘ra, investitsiyalash davriga ko‘ra, mulkchilik shakliga ko‘ra va hududiy belgisiga ko‘ra tasniflanishi yoritilib berilgan.
DOI: 10.5281/zenodo.18442624
title: Abdurasulov Baxodir Saydurasulovich, & Worldly Knowledge Publishing Centre. (2026). O'ZBEKISTONDA MUSIQANING YUKSALISH DAVRI [Data set]. PEDAGOGIK ISLOHOTLAR VA ULARNING YECHIMLARI, Uzbekistan. Zenodo. https://doi.org/10.5281/zenodo.18442611

description: Mazkur maqolada investitsiyalarning qo‘yilma obektiga ko‘ra, investitsiyalashda ishtirok etishiga ko‘ra, investitsiyalash davriga ko‘ra, mulkchilik shakliga ko‘ra va hududiy belgisiga ko‘ra tasniflanishi yoritilib berilgan.
DOI: 10.15468/dl.t8x54q
title: Occurrence Download

description: A dataset containing 11776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carollia brevicaudum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 11776 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003471-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8xvm3
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample)",
 "Geometry POLYGON((69.22909 36.86476,105.53152 36.86476,105.53152 56.97769,69.22909 56.97769,69.22909 36.86476))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Martes zibellina"
 ]
}

 The dataset includes 57 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003472-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442559
title: Geometric Repulsion from Torsion-Gauge Field Coupling: A Unified Framework for Galactic Dynamics, Cosmic Acceleration, and Large-Scale Structure

description: We present a comprehensive derivation of geometric repulsion emerging from the fundamental cou-pling between spacetime torsion and Standard Model gauge fields, as established in the geometric uni-fication framework [1]. Starting from the primordial curvature constraint, we demonstrate that chiral condensates in curved spacetime generate a repulsive potential Φrep(r) = (β2/12)r2ω2(r). This single mechanism simultaneously explains: (i) flat galactic rotation curves without particle dark matter, fitting SPARC data with χ2/dof = 0.92 ± 0.08; (ii) cosmicacceleration with weff ≈ −1 from dynamical torsion; (iii) the Tully-Fisher relation and core radiusscaling; and (iv) the formation of large-scale structure including voids, filaments, and domain wallsthrough the interplay between gravitational attraction and geometric repulsion. All parameters arefixed from first principles: α3β3 ≈ 1.37 from QCD algebra, β ≈ 2.5 × 10−42 GeV−1 from cosmolog-ical calculation. The model makes distinctive predictions testable with upcoming surveys includingCMB-S4, Euclid, and JWST, providing a unified geometric alternative to dark matter and darkenergy that naturally incorporates large-scale structure formation.
DOI: 10.5281/zenodo.18442560
title: Geometric Repulsion from Torsion-Gauge Field Coupling: A Unified Framework for Galactic Dynamics, Cosmic Acceleration, and Large-Scale Structure

description: We present a comprehensive derivation of geometric repulsion emerging from the fundamental cou-pling between spacetime torsion and Standard Model gauge fields, as established in the geometric uni-fication framework [1]. Starting from the primordial curvature constraint, we demonstrate that chiral condensates in curved spacetime generate a repulsive potential Φrep(r) = (β2/12)r2ω2(r). This single mechanism simultaneously explains: (i) flat galactic rotation curves without particle dark matter, fitting SPARC data with χ2/dof = 0.92 ± 0.08; (ii) cosmicacceleration with weff ≈ −1 from dynamical torsion; (iii) the Tully-Fisher relation and core radiusscaling; and (iv) the formation of large-scale structure including voids, filaments, and domain wallsthrough the interplay between gravitational attraction and geometric repulsion. All parameters arefixed from first principles: α3β3 ≈ 1.37 from QCD algebra, β ≈ 2.5 × 10−42 GeV−1 from cosmolog-ical calculation. The model makes distinctive predictions testable with upcoming surveys includingCMB-S4, Euclid, and JWST, providing a unified geometric alternative to dark matter and darkenergy that naturally incorporates large-scale structure formation.
DOI: 10.15468/dl.nv9vv3
title: Occurrence Download

description: A dataset containing 4232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carollia castanea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 4232 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003474-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.