cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hxwgcm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens erubescens Dunn"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032167-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xybcvs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044192-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9dddd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032308-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pshdct
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044129-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf3hjt
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia flaccida Kurz"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032174-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48iwvi
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032497-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvt49c
title: Occurrence Download

description: A dataset containing 103325248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 103325248 records from 11626 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241344-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyadhp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lariophagus distinguendus",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009173-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.27474
title: The dataset includes leaf nutrient data, the coefficients of variation of leaf stoichiometric, and environmental data for wild apple trees from China, Kazakhstan, and Kyrgyzstan
title: The dataset includes leaf nutrient data, the coefficients of variation of leaf stoichiometric, and environmental data for wild apple trees from China, Kazakhstan, and Kyrgyzstan

description: A field survey was conducted in July 2018 at 13 sites across Xinjiang (China), Kazakhstan, and Kyrgyzstan, with a total of 155 wild apple trees sampled. Plot size was 30m × 30m, and each tree had 8 branches sampled from different directions. Coordinates, altitude, and topography were recorded. Leaf samples were dried, milled, and analyzed for C, N, P, and K using standard laboratory methods. C and N were measured via an elemental analyzer, P by spectrophotometry, and K using flame spectrophotometry. Environmental factors, including geography (latitude, longitude, altitude), soil (organic carbon, nitrogen, phosphorus, potassium, pH), climate (MAT, MAP, AI), and vegetation (NDVI) were analyzed. Soil samples were taken from 0–10 cm depth, and climatic data were obtained from WorldClim and CGIAR databases.
description: A field survey was conducted in July 2018 at 13 sites across Xinjiang (China), Kazakhstan, and Kyrgyzstan, with a total of 155 wild apple trees sampled. Plot size was 30m × 30m, and each tree had 8 branches sampled from different directions. Coordinates, altitude, and topography were recorded. Leaf samples were dried, milled, and analyzed for C, N, P, and K using standard laboratory methods. C and N were measured via an elemental analyzer, P by spectrophotometry, and K using flame spectrophotometry. Environmental factors, including geography (latitude, longitude, altitude), soil (organic carbon, nitrogen, phosphorus, potassium, pH), climate (MAT, MAP, AI), and vegetation (NDVI) were analyzed. Soil samples were taken from 0–10 cm depth, and climatic data were obtained from WorldClim and CGIAR databases.
DOI: 10.57760/sciencedb.24208
title: glacial foreland metagenomes 202109
title: glacial foreland metagenomes 202109

description: glacial foreland metagenomes 202109
description: glacial foreland metagenomes 202109
DOI: 10.57760/sciencedb.05392
title: Microbial Antibiotic Resistomes in Lake Sediments with Long-Term Time Series
title: Microbial Antibiotic Resistomes in Lake Sediments with Long-Term Time Series

description: A series of metagenomes from Erhai and Fuxian lake sediment with different chronosequence
description: A series of metagenomes from Erhai and Fuxian lake sediment with different chronosequence
DOI: 10.57760/sciencedb.11730
title: Continental homogenization of soil viral communities shaped by anthropogenic activity and climate change
title: Continental homogenization of soil viral communities shaped by anthropogenic activity and climate change

description: Continental homogenization of soil viral communities shaped by anthropogenic activity and climate change
description: Continental homogenization of soil viral communities shaped by anthropogenic activity and climate change
DOI: 10.57760/sciencedb.37682
title: “The relationship between teachers’ professional development and students’ satisfaction.”
title: “The relationship between teachers’ professional development and students’ satisfaction.”

description: “The relationship between teachers’ professional development and students’ satisfaction.”
description: “The relationship between teachers’ professional development and students’ satisfaction.”
DOI: 10.15468/dl.f7y6se
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Nyctinomops"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009174-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.990049
title: ANT 2023/24: AWI airborne ultra-wideband radar data between Sør Rondane Mountains and the eastern DML ice divide (CHARISO Project)

description: In the Antarctic austral summer season of 2023/24 AWI ultra-wideband (UWB) data was acquired across prominent ice-streams draining parts of the DML region as part of the CHARISO (Swiss (CH) Antarctic Research Initiative - ISOchrones in East Antarctic outflow regions) project, providing an opportunity to trace isochrones there and compare their pattern with modelled isochrones from ice-sheet modelling. The data were further used to extend the layering across existing AWI DML lines in the upper section near the ice divide, and over the main ice divide to link up specific isochrones with the EDML and Dome Fuji ice cores and were recorded in a frequency range between 180-210 MHz. The data are available for both data products (qlook: unfocused; standard: SAR focused) as netCDF files (including waveforms and metadata), KML files of the profile line locations, and quicklook images of the radargrams.
description: Project: CHARISO (Isochrones in East Antarctic outflow regions; Swiss Antarctic Research Initiative)Region: Antarctica, Dronning Maud Land, South of Sør Rondane MountainsOwner / PI: Olaf Eisen (AWI)CHARISO PI: Johannes Sutter (Uni Bern - johannes.sutter@unibe.ch)Email address of the provider:olaf.eisen@awi.deveit.helm@awi.deInstrument used: AWI UWB (MCoRDS 5)Data products: CSARP_standard (SAR focussed), CSARP_qlook (unfocussed)Data product documentation: https://data.cresis.ku.edu/data/rds/rds_readme.pdfMethod of navigation : GPS data was acquired by four NovAtel DL-V3 GPS receivers operating at 20Hz--The netCDF files contain the following variables:altitude: Platform altitude (WGS84) in metersbed_elevation: Bed elevation for each trace (without applying a firn correction and permitivity of ice: 3.15) in metersbed_pick: picked Bed location for each trace, expressed as twt in seconds from time zerodata: Radar data (Values in dBm after DC conversion)data_agc: Scaled radar data using automatic gain control (AGC)distance: Along-track distance in metersice_thickness: Ice thickness for each trace (without applying a firn correction and permitivity of ice: 3.15) in meterslat: Latitude in decimal degrees (WGS84)lon: Longitude in decimal degrees (WGS84)range: Range between sensor and surface in metersspacing: Along-track trace to trace spacing in meterssurface: Surface elevation derived from radar (WGS84) in meterssurface_pick: Picked surface reflection in two-way travel time in secondstime: Seconds of daytwt: Two-way travel time (twt) in seconds--Note that the surface picks were quality-checked for the standard product. For the qlook product only an auto-tracked surface pick is available.
DOI: 10.34740/kaggle/dsv/14953845
title: e-IPO Indonesia Data - Investment
DOI: 10.5281/zenodo.18767059
title: TASK-BASED LANGUAGE TEACHING IN ENGLISH LANGUAGE LEARNING

description: Task-Based Language Teaching (TBLT) has become one of the most influential approaches in contemporary English language pedagogy. Grounded in communicative language teaching and second language acquisition research, TBLT emphasizes the use of meaningful tasks as the central unit of instruction. This article explores the theoretical foundations, pedagogical principles, and practical implications of TBLT in English language learning. It discusses how task-based instruction enhances communicative competence, learner autonomy, critical thinking, and real-world language use. The paper also highlights modern developments, including digital task design and learner-centered assessment. The findings suggest that TBLT provides a dynamic and effective framework for fostering language proficiency in diverse educational contexts.
DOI: 10.5281/zenodo.18767060
title: TASK-BASED LANGUAGE TEACHING IN ENGLISH LANGUAGE LEARNING

description: Task-Based Language Teaching (TBLT) has become one of the most influential approaches in contemporary English language pedagogy. Grounded in communicative language teaching and second language acquisition research, TBLT emphasizes the use of meaningful tasks as the central unit of instruction. This article explores the theoretical foundations, pedagogical principles, and practical implications of TBLT in English language learning. It discusses how task-based instruction enhances communicative competence, learner autonomy, critical thinking, and real-world language use. The paper also highlights modern developments, including digital task design and learner-centered assessment. The findings suggest that TBLT provides a dynamic and effective framework for fostering language proficiency in diverse educational contexts.
DOI: 10.15468/dl.qxc7bq
title: Occurrence Download

description: A dataset containing 1648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1648 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009175-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp9xh8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uscana lariophaga",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009176-260221153910048/datasets/export for details.
DOI: 10.1594/pangaea.991465
title: ANT 2024/25: AWI airborne ultra-wideband radar data around Sør Rondane Mountains in eastern DML (CHARISO Project)

description: In the Antarctic austral summer season of 2024/25 AWI ultra-wideband (UWB) data was acquired across prominent ice-streams draining parts of the DML region as part of the CHARISO (Swiss (CH) Antarctic Research Initiative - ISOchrones in East Antarctic outflow regions) project, providing an opportunity to trace isochrones there and compare their pattern with modelled isochrones from ice-sheet modelling. The data were further used to the existing AWI UWB radar profiles from the ANT 2023/24 CHARISO season and were recorded in a frequency range between 150-520 MHz. The data are available for both data products (qlook: unfocused; standard: SAR focused) as netCDF files (including waveforms and metadata), KML files of the profile line locations, and quicklook images of the radargrams.
description: Project: CHARISO (Isochrones in East Antarctic outflow regions; Swiss Antarctic Research Initiative)Region: Antarctica, Dronning Maud Land, South of Sør Rondane MountainsOwner / PI: Olaf Eisen (AWI)CHARISO PI: Johannes Sutter (Uni Bern - johannes.sutter@unibe.ch)Email address of the provider:olaf.eisen@awi.deveit.helm@awi.deInstrument used: AWI UWB (MCoRDS 5)Data products: CSARP_standard (SAR focussed), CSARP_qlook (unfocussed)Data product documentation: https://data.cresis.ku.edu/data/rds/rds_readme.pdfMethod of navigation : GPS data was acquired by four NovAtel DL-V3 GPS receivers operating at 20Hz--The netCDF files contain the following variables:altitude: Platform altitude (WGS84) in metersbed_elevation: Bed elevation for each trace (without applying a firn correction and permitivity of ice: 3.15) in metersbed_pick: picked Bed location for each trace, expressed as twt in seconds from time zerodata: Radar data (Values in dBm after DC conversion)data_agc: Scaled radar data using automatic gain control (AGC)distance: Along-track distance in metersice_thickness: Ice thickness for each trace (without applying a firn correction and permitivity of ice: 3.15) in meterslat: Latitude in decimal degrees (WGS84)lon: Longitude in decimal degrees (WGS84)range: Range between sensor and surface in metersspacing: Along-track trace to trace spacing in meterssurface: Surface elevation derived from radar (WGS84) in meterssurface_pick: Picked surface reflection in two-way travel time in secondstime: Seconds of daytwt: Two-way travel time (twt) in seconds--Note that the surface picks were quality-checked for the standard product. For the qlook product only an auto-tracked surface pick is available.
DOI: 10.5281/zenodo.17292123
title: Temporary reductions of stem CO2 efflux during rainfall events across tree species
DOI: 10.5281/zenodo.17292124
title: Temporary reductions of stem CO2 efflux during rainfall events across tree species
DOI: 10.15468/dl.s674f3
title: Occurrence Download

description: A dataset containing 4065 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emoia mivarti"
 ]
}

 The dataset includes 4065 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009177-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88f9hm
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Collyria",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 294 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009179-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb5pzf
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rodriguezia granadensis",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 574 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009178-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18767083
title: Comprehensive Dataset for the \anh Initialization Framework: Geometric Core Validation across 300+ Entities (Subatomic to Galactic Scales)

description: This dataset provides the foundational empirical evidence for the \anh (Anadihilo) Initialization Framework, containing over 300 observational entries spanning 32 orders of magnitude—from subatomic particles to galactic bulges.

The data validates the existence of a universal geometric blueprint governed by two primary systemic multipliers derived from the Axiom of Normalization (\anh + n = 0_U) and the Universal Grid Constant (i = 0.0001):



The Compressive Factor (\Phi_\mu = 0.8): Governs nuclear bounds, subatomic particles, and extreme gravity states. Specifically for the 118 periodic elements, this factor successfully defines exact geometric core boundaries within their quantum probability clouds, bridging standard probability models with precise structural geometry.

The Expansion Factor (\Phi_G = 1.25): Governs macro-scale stabilization and exact physical boundaries (e.g., stellar cores, planetary bodies, and galactic bulges).


The dataset proves the Unitary Symmetry Law (0.8 \times 1.25 = 1.0), demonstrating that space is a discrete informational grid and mass is an emergent systemic friction, not an intrinsic property. Crucially, no curve-fitting techniques were applied. All calculations rely on pure mathematical geometric derivations compared 1:1 against officially recognized standard limits from NASA, CODATA, and IAU.

Files included in this repository:



Anadihilo_118_Elements_Complete_Names.csv: Atomic radii (probability cloud boundaries) and calculated exact \anh core limits for all 118 elements.

Anadihilo_Subatomic_Particles_Analysis.csv: Geometric structural limits of protons, neutrons, quarks, and bosons.

Anadihilo_Galaxy_BlackHole_Analysis.csv: Validation of the 1.25 expansion factor across major galaxies (Milky Way, Andromeda, M87) and hyper-vortices.

Anadihilo_High_Accuracy_Match.csv: Physical core radius match data for major solar system bodies, exoplanets, and primary stars.

Anadihilo_Universal_Fixed_100_Objects.csv: Mass stability and Schwarzschild boundary tests for planetary and stellar bodies.


For full theoretical derivations, please refer to the associated Anadihilo research papers (anadihilo.org).
DOI: 10.5281/zenodo.18756216
title: Comprehensive Dataset for the \anh Initialization Framework: Geometric Core Validation across 300+ Entities (Subatomic to Galactic Scales)

description: This dataset provides the foundational empirical evidence for the \anh (Anadihilo) Initialization Framework, containing over 300 observational entries spanning 32 orders of magnitude—from subatomic particles to galactic bulges.

The data validates the existence of a universal geometric blueprint governed by two primary systemic multipliers derived from the Axiom of Normalization (\anh + n = 0_U) and the Universal Grid Constant (i = 0.0001):



The Compressive Factor (\Phi_\mu = 0.8): Governs nuclear bounds, subatomic particles, and extreme gravity states. Specifically for the 118 periodic elements, this factor successfully defines exact geometric core boundaries within their quantum probability clouds, bridging standard probability models with precise structural geometry.

The Expansion Factor (\Phi_G = 1.25): Governs macro-scale stabilization and exact physical boundaries (e.g., stellar cores, planetary bodies, and galactic bulges).


The dataset proves the Unitary Symmetry Law (0.8 \times 1.25 = 1.0), demonstrating that space is a discrete informational grid and mass is an emergent systemic friction, not an intrinsic property. Crucially, no curve-fitting techniques were applied. All calculations rely on pure mathematical geometric derivations compared 1:1 against officially recognized standard limits from NASA, CODATA, and IAU.

Files included in this repository:



Anadihilo_118_Elements_Complete_Names.csv: Atomic radii (probability cloud boundaries) and calculated exact \anh core limits for all 118 elements.

Anadihilo_Subatomic_Particles_Analysis.csv: Geometric structural limits of protons, neutrons, quarks, and bosons.

Anadihilo_Galaxy_BlackHole_Analysis.csv: Validation of the 1.25 expansion factor across major galaxies (Milky Way, Andromeda, M87) and hyper-vortices.

Anadihilo_High_Accuracy_Match.csv: Physical core radius match data for major solar system bodies, exoplanets, and primary stars.

Anadihilo_Universal_Fixed_100_Objects.csv: Mass stability and Schwarzschild boundary tests for planetary and stellar bodies.


For full theoretical derivations, please refer to the associated Anadihilo research papers (anadihilo.org).