cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5dab79
title: Occurrence Download

description: A dataset containing 2040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alouatta caraya"
 ]
}

 The dataset includes 2040 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006774-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbwgm4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna aequinoctialis",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006775-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g63nv8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna aequinoctialis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006776-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbgmpj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna aequinoctialis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006777-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17132287
title: Geography, environmental conditions, and life history shape patterns of within-population phenotypic variation in North American birds

description: Abstract

Intraspecific variation is a fundamental component of biodiversity, shaping species interactions and coexistence dynamics. While numerous mechanisms have been proposed to shape the degree of phenotypic variation within species, many remain largely untested or poorly explored at broad spatial and taxonomic scales. Using data from nearly 200,000 birds from 99 species captured across North America, we investigated hypothesized drivers of within-population phenotypic variation, using body mass and wing length as traits of interest. The magnitude of observed phenotypic variation was modulated by a combination of geographic, environmental, and life-history factors. This was true whether considering differences in within-population phenotypic variation within or among species. The impact of these non-mutually exclusive mechanisms has resulted in substantial variation in the observed magnitude of within-population phenotypic variation. These results provide empirical evidence for a set of long-standing hypotheses regarding the processes that regulate observed patterns of this understudied, but important, component of biodiversity.

 

Data description - MAPS-master-2024-12-12.csv

Each row corresponds to one individual captured as part of the Monitoring Avian Productivity and Survivorship (MAPS) program (DeSante et al. 2004). Data are curated and managed by The Institute for Bird Populations.

DeSante, D. F., J. F. Saracco, D. R. O’Grady, K. M. Burton, and B. L. Walker. 2004. Methodological considerations of the Monitoring Avian Productivity and Survivorship (MAPS) program. Studies in Avian Biology:28–45.

sci_name - Scientific name of speciescommon_name - Common name of speciessp_id - Numeric species IDcn_id - Numeric Species/station IDstation_id - Numeric banding station IDlog_mass - log(mass) of individual birdlog_wing - log(length of unflattened wing chord) of individual birdlng - Banding station longitudelat - Banding station latitude
DOI: 10.5281/zenodo.17132069
title: Zooplankton Data and Environmental factors in the Eastern Indian Ocean
DOI: 10.5281/zenodo.17132070
title: Zooplankton Data and Environmental factors in the Eastern Indian Ocean
DOI: 10.15468/dl.q24bdn
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Echinopsis subdenudata"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006752-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2778zr
title: CCDC 2062584: Experimental Crystal Structure Determination

description: Related Article: Lian-Mei Sun, Yang Zhou, Mei Qiu|2021|J.Cluster Sci.|33|1345|doi:10.1007/s10876-021-02060-1
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28kht5
title: CCDC 2102197: Experimental Crystal Structure Determination

description: Related Article: Sha Li, Ye Li, Fang-Yu Zhou|2021|Indian J.Chem.,Sect.A:Inorg.,Bio-inorg.,Phys.,Theor.Anal.Chem.|60A|1557|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g0971
title: CCDC 2264402: Experimental Crystal Structure Determination

description: Related Article: Xueqin Wang, Xiangcong Meng, Hongli Ye, Guanming Liao, Gang Liu, Congbin Fan, Feng Luo, Shouzhi Pu|2026|J.Mol.Struct.|1349|143625|doi:10.1016/j.molstruc.2025.143625
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j48kj
title: CCDC 2327807: Experimental Crystal Structure Determination

description: Related Article: Vikas, Pran Gobinda Nandi, Soumen Maity, Farhan Ahmad Pasha, Akshai Kumar|2025|Inorg.Chem.|64|17066|doi:10.1021/acs.inorgchem.5c03174
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n6vwm
title: CCDC 2449461: Experimental Crystal Structure Determination

description: Related Article: Yuanhan Liu, Siyuan Yang, Jinjin Zhang, Junkai Sun, Yaoyi Su, Jiarui Hu, Xiaoyan Wang, Ming Liu|2025|J.Am.Chem.Soc.|147|31060|doi:10.1021/jacs.5c09357
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17132145
title: 4D Dataset and Experiment Package for "Seeing Across Dimensions: A Gauge-Theoretic Projection–Slice Approach for Latent Structure Recovery"

description: This repository contains the datasets, scripts, and results accompanying the paper:**Seeing Across Dimensions: A Gauge-Theoretic Projection‚ÄìSlice Approach for Latent Structure Recovery**  ¬© Sadid Gagi Peskovic, 2025  ---## **Contents****dataset_3d/**  - `vertices4d.csv` ‚Äì Baseline 3D data with projected vertices.**fourD_demo_pack/**  - `dataset.npz` ‚Äì Generated 4D dataset.  - `generate_4d_dataset.py` ‚Äì Script to regenerate the 4D dataset.  - `make_3d_baseline.py` ‚Äì Script to regenerate the 3D baseline.  - `run_experiments.sh` ‚Äì Shell script to reproduce all experiments.**experiments_out/**  - `metrics_3d_*.json`, `metrics_4d_*.json` ‚Äì Per-mode RMS results (projection, slice, mixed).  - `manual_test.json` ‚Äì Manual test run results.---## **Usage****Re-generate datasets (optional):**```bashpython3 generate_4d_dataset.pypython3 make_3d_baseline.pychmod +x run_experiments.sh./run_experiments.sh‚ö†Ô∏è **Important:** After pasting the above block, press **Enter** once more so that `EOF` is on its own line, then press **Return**.  This will actually write the file.---### 4. Check that README was createdRun:```bashhead -20 4D_dataset_package/README.md
DOI: 10.5281/zenodo.17132146
title: 4D Dataset and Experiment Package for "Seeing Across Dimensions: A Gauge-Theoretic Projection–Slice Approach for Latent Structure Recovery"

description: This repository contains the datasets, scripts, and results accompanying the paper:**Seeing Across Dimensions: A Gauge-Theoretic Projection‚ÄìSlice Approach for Latent Structure Recovery**  ¬© Sadid Gagi Peskovic, 2025  ---## **Contents****dataset_3d/**  - `vertices4d.csv` ‚Äì Baseline 3D data with projected vertices.**fourD_demo_pack/**  - `dataset.npz` ‚Äì Generated 4D dataset.  - `generate_4d_dataset.py` ‚Äì Script to regenerate the 4D dataset.  - `make_3d_baseline.py` ‚Äì Script to regenerate the 3D baseline.  - `run_experiments.sh` ‚Äì Shell script to reproduce all experiments.**experiments_out/**  - `metrics_3d_*.json`, `metrics_4d_*.json` ‚Äì Per-mode RMS results (projection, slice, mixed).  - `manual_test.json` ‚Äì Manual test run results.---## **Usage****Re-generate datasets (optional):**```bashpython3 generate_4d_dataset.pypython3 make_3d_baseline.pychmod +x run_experiments.sh./run_experiments.sh‚ö†Ô∏è **Important:** After pasting the above block, press **Enter** once more so that `EOF` is on its own line, then press **Return**.  This will actually write the file.---### 4. Check that README was createdRun:```bashhead -20 4D_dataset_package/README.md
DOI: 10.15468/dl.7pcx23
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna turionifera",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006778-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cenjw4
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna turionifera",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 425 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006779-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akfrcd
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna turionifera",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006780-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68wxjv
title: Occurrence Download

description: A dataset containing 176956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Haliaeetus albicilla"
 ]
}

 The dataset includes 176956 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006749-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17132191
title: Data for "Spectral Transitions of the Entanglement Hamiltonian in Monitored Free Fermions".

description: This folder contains the numerical data to reproduce all figures in the paper "Spectral Transitions of the Entanglement Hamiltonian in Monitored Free Fermions". All data are in csv format and were read, processed and plotted on Jupyter notebooks. Each subfigure has an own subfolder where data is stored. Folder of figures sharing the same data are grouped together (e.g. Fig. 2d and Fig. 2e share the same data stored in folder "fig2d_e")For figures with insets there is a separate subfolder for the main plot and the inset.
DOI: 10.5281/zenodo.17132192
title: Data for "Spectral Transitions of the Entanglement Hamiltonian in Monitored Free Fermions".

description: This folder contains the numerical data to reproduce all figures in the paper "Spectral Transitions of the Entanglement Hamiltonian in Monitored Free Fermions". All data are in csv format and were read, processed and plotted on Jupyter notebooks. Each subfigure has an own subfolder where data is stored. Folder of figures sharing the same data are grouped together (e.g. Fig. 2d and Fig. 2e share the same data stored in folder "fig2d_e")For figures with insets there is a separate subfolder for the main plot and the inset.
DOI: 10.15468/dl.rvwh5g
title: Occurrence Download

description: A dataset containing 4181 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'SO'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2001 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 4181 records were derived from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006760-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17132300
title: Main Figures Data for "Scalable Nanopatterning of OLEDs Beyond the Diffraction Limit"
DOI: 10.5281/zenodo.17132301
title: Main Figures Data for "Scalable Nanopatterning of OLEDs Beyond the Diffraction Limit"
DOI: 10.15468/dl.gav9c9
title: Occurrence Download

description: A dataset containing 126761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga granulata",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 126761 records from 887 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006665-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6ubtk
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna turionifera",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006784-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk97nq
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna turionifera",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 512 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006783-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3t7546
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna turionifera",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006785-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17132047
title: VCF files for 'Scheduled release of chromatin–nuclear periphery contact during meiotic chromosome movements preserves genome integrity'
DOI: 10.5281/zenodo.17132048
title: VCF files for 'Scheduled release of chromatin–nuclear periphery contact during meiotic chromosome movements preserves genome integrity'
DOI: 10.6073/pasta/14bfe00993abdefba23775d050652ab1
title: Data from nitrogen isotopic analyses used to calculate biological nitrogen fixation (BNF) rates and field measurements from lichen, bryophyte, litter, and soil samples in MAT2006 plots, Arctic LTER, Toolik Field Station, Alaska, summers 2022-2023.

description: This dataset contains nitrogen (N) fixation and isotope data from experimental samples collected at Toolik Lake, Alaska during the 2022 and 2023 growing seasons. Sampling was conducted across multiple block treatments to capture spatial variability and included four substrate types: lichen, moss, litter, and soil. Within each plot, substrates were collected systematically along transects to ensure representative sampling, with lichen samples collected opportunistically due to lower abundance.
 Samples were incubated in the field under ambient conditions using 15N₂ to measure biological nitrogen fixation (BNF). In 2023, a short-term wetting experiment was conducted to assess the influence of moisture on BNF rates, with subsamples exposed to controlled additions of water. Across both years, data include isotope ratios, incubation conditions, moisture, fresh and dry biomass, and treatment assignments.
 The dataset provides information on BNF across substrate types, moisture regimes, and fertilization treatments in Arctic tundra. These data support investigation of N cycling processes, the influence of moisture and fertilization on fixation rates, and variability across vegetation types. The dataset is complete for the two field seasons (2022 and 2023) and includes sample- and block-level metadata necessary for reuse in ecological and biogeochemical research.
DOI: 10.15468/dl.qbcqfz
title: Occurrence Download

description: A dataset listing the 1071 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.65068 -27.14498,27.02343 -27.14498,27.02343 -26.81457,26.65068 -26.81457,26.65068 -27.14498))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1071 records were derived from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006765-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3a8c36
title: Occurrence Download

description: A dataset containing 6461235 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données Oiseaux des Jardins"
 ]
}

 The dataset includes 6461235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006769-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/e5c-a0t-3lc
title: Alnus incana (L.) Moench

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-b2l-lcy
title: Rubus idaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-chy-afy
title: Rosa sherardii Davies

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-dw1-vbf
title: Carex spicata Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5a-zmj-9gz
title: Actaea spicata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-prk-6jk
title: Salix lanata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-sk9-6wm
title: Triglochin palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-ssd-7ld
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-ttd-e8v
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-wav-t22
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5c-xaf-5vf
title: Lepidium didymum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5d-3ds-sh1
title: Cerastium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5d-5ay-3e8
title: Vicia tetrasperma (L.) Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e5d-5fw-1vp
title: Viscaria vulgaris Röhl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.