cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7bdb4d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marsilea capensis A.Braun",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045787-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4g9xej
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luticola D.G.Mann, 1990",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045786-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15662612
title: Questionnaire and Survey Results: Design and Technical Requirements for Data Trustees (Blinded)

description: This document presents the complete questionnaire and the aggregated survey results from an expert study on the design and technical requirements for data trustees. It includes Likert scale items, multiple-answer questions, and associated visualizations (bar charts) that illustrate the collective responses. This is the blinded version intended for the review process. After the blind review, an updated (authorized) version may be uploaded under the same DOI via Zenodo’s versioning system.
DOI: 10.15468/dl.nmbccn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luticola D.G.Mann, 1990",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045788-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15662434
title: Supporting Data: Error-resilient Reversal of Quantum Chaotic Dynamics Enabled by Scramblons

description: # Data and Processing Scripts


This repository provides the raw experimental data and the necessary scripts to post-process the data and perform error mitigation. For a comprehensive understanding, please refer to our paper: "Error-resilient Reversal of Quantum Chaotic Dynamics Enabled by Scramblons".


This section details the data files and the Mathematica scripts used to process them and generate figures for the main text.


## Data


* **Hamiltonian 1:** Data is located in `./16pulse_xx-yy_scale0.4to0.1.xlsx`.

* **Hamiltonian 2:** Data is located in `./16pulse_xy+yx_scale0.4.xlsx`.

* **Hamiltonian 3:** This data is stored in the folder `./mulxiple_xi_diag_scale0.1`. Within this folder, files named `PhaseEncodedSignal_XX` through `PhaseEncodedSignal_ZZ` contain the correlator $F_{\alpha\gamma}(\phi,t)$ data for different $\alpha\gamma$ directions. Each file includes data for multiple anisotropic parameters, with $\xi_{yy} \in [-0.4, 0.2]$ and $\xi_{xx}=0.2$.


---


## Scripts


**Requirement:** Mathematica


The following Mathematica notebooks are used to generate the figures presented in the main text:


* `draft_fig2.nb`

* `draft_fig3.nb`

* `draft_fig4.nb`


For convenience, PDF versions of these scripts are also provided:


* `draft_fig2.pdf`

* `draft_fig3.pdf`

* `draft_fig4.pdf`
DOI: 10.15468/dl.t7dv7w
title: Occurrence Download

description: A dataset containing 695274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is AD AVH Data",
 "TaxonKey is Plantae",
 "HasCoordinate is true",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate uncertainty meters invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Presumed swapped coordinate"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Presumed negated longitude"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Presumed negated latitude"
 ]
 }
 }
 ]
}

 The dataset includes 695274 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045780-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15662609
title: IMPLEMENTATION OF TRANSFORMATION PROCESSES IN COMMERCIAL BANKS OF UZBEKISTAN UNDER COMPETITIVE CONDITIONS
DOI: 10.5281/zenodo.15662610
title: IMPLEMENTATION OF TRANSFORMATION PROCESSES IN COMMERCIAL BANKS OF UZBEKISTAN UNDER COMPETITIVE CONDITIONS
DOI: 10.15468/dl.4dkgzc
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gladiolus ferrugineus Goldblatt & J.C.Manning",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 73 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045789-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29320385
title: <b>Reconstruction of 2,965 Microbial Genomes from Mangrove Sediments across Guangxi, China</b>

description: Mangrove sediments, being organic-rich and anoxic, host diverse and functionally important microorganisms that play crucial roles in global biogeochemical cycling. In order to characterize this diversity at the genome-resolved level, we collected 38 sediment samples encompassing both surface (0–5 cm) and core (up to 90 cm) layers, from six representative mangrove sites across Guangxi, China. Using a standardized pipeline for assembly, binning, and dereplication, we reconstructed 2,965 non-redundant metagenome-assembled genomes (MAGs), comprising 2,383 bacterial and 582 archaeal genomes spanning 78 microbial phyla. This dataset captures the high microbial diversity and functional potential within mangrove sediments under variable environmental conditions. It provides a valuable genomic resource for investigating the structure, metabolism, and ecological roles of sediment microbial communities in intertidal, nutrient-rich ecosystems, supporting future studies on microbial adaptation and biogeochemical cycling in global blue carbon environments.
DOI: 10.6084/m9.figshare.29320385.v1
title: <b>Reconstruction of 2,965 Microbial Genomes from Mangrove Sediments across Guangxi, China</b>

description: Mangrove sediments, being organic-rich and anoxic, host diverse and functionally important microorganisms that play crucial roles in global biogeochemical cycling. In order to characterize this diversity at the genome-resolved level, we collected 38 sediment samples encompassing both surface (0–5 cm) and core (up to 90 cm) layers, from six representative mangrove sites across Guangxi, China. Using a standardized pipeline for assembly, binning, and dereplication, we reconstructed 2,965 non-redundant metagenome-assembled genomes (MAGs), comprising 2,383 bacterial and 582 archaeal genomes spanning 78 microbial phyla. This dataset captures the high microbial diversity and functional potential within mangrove sediments under variable environmental conditions. It provides a valuable genomic resource for investigating the structure, metabolism, and ecological roles of sediment microbial communities in intertidal, nutrient-rich ecosystems, supporting future studies on microbial adaptation and biogeochemical cycling in global blue carbon environments.
DOI: 10.15468/dl.hmdnn9
title: Occurrence Download

description: A dataset containing 342621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum lantana L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 342621 records from 1719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045778-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tfwzf
title: Occurrence Download

description: A dataset containing 26734 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of Vascular Plants of Himalaya"
 ]
}

 The dataset includes 26734 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426733-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vlmhk
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Edmundoa Leme"
 ]
}

 The dataset includes 180 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034791-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyayif
title: Occurrence Download

description: A dataset containing 96982125 species occurrences available in GBIF matching the query:
{
 "or" : [
 "Country is France",
 "Country is Spain"
 ]
}

 The dataset includes 96982125 records from 2977 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034792-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mbnzf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia cruzeirensis Carv.-Silva, E.F.Guim. & P.E.A.S.Câmara"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003751-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqdhq5
title: Occurrence Download

description: A dataset containing 11705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kallstroemia Scop."
 ]
}

 The dataset includes 11705 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010970-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqkdxz
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Crypturellus kerriae",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 207 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068526-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwp2k7
title: Occurrence Download

description: A dataset containing 1161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oncorhynchus tshawytscha (Walbaum, 1792)"
 ]
}

 The dataset includes 1161 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137206-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrsn9v
title: Occurrence Download

description: A dataset containing 29333266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Venezuela (Bolivarian Republic of), Ecuador)",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU, NT, LC, DD, NE)"
 ]
}

 The dataset includes 29333266 records from 4709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137213-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ex7wmt
title: Bird skin collection, Natural History Museum, University of Oslo

description: Bird skin collection, Natural History Museum, University of Oslo
DOI: 10.5281/zenodo.12806409
title: SynDrep: The causal-only pharmacome with drug-drug relations.

description: The data to load the causal-only pharmacome adapted for the Human Brain Pharmacome and enriched with drug-drug relations (averaged form databses such as DrugcombDB, DrugcombPortal, and SYNERGxDB or predicted through the random forest classification of drug combinations, based on HolE embeddings).

The data can be loaded into neo4j instances using the command in Command.txt file
DOI: 10.5281/zenodo.12806410
title: SynDrep: The causal-only pharmacome with drug-drug relations.

description: The data to load the causal-only pharmacome adapted for the Human Brain Pharmacome and enriched with drug-drug relations (averaged form databses such as DrugcombDB, DrugcombPortal, and SYNERGxDB or predicted through the random forest classification of drug combinations, based on HolE embeddings).

The data can be loaded into neo4j instances using the command in Command.txt file
DOI: 10.15468/dl.nfyawg
title: Occurrence Download

description: A dataset containing 407212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pluvialis squatarola (Linnaeus, 1758)"
 ]
}

 The dataset includes 407212 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000179-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g80aid
title: Occurrence Download

description: A dataset containing 14722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garryaceae"
 ]
}

 The dataset includes 14722 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002877-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdnxj4
title: Occurrence Download

description: A dataset containing 2155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 2155 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034793-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ta923t
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sarconesia chlorogaster Wiedemann, 1830)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 217 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034794-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28kmp2
title: Occurrence Download

description: A dataset containing 2188675 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fagaceae"
 ]
}

 The dataset includes 2188675 records from 1641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002874-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmh8rx
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.1665 34.27734,58.46924 34.27734,58.46924 44.95605,38.1665 44.95605,38.1665 34.27734))",
 "TaxonKey is Pterocarya Kunth"
 ]
}

 The dataset includes 354 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083738-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyb2ud
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cichla monoculus Agassiz, 1831"
 ]
}

 The dataset includes 444 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021911-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oer5ub
title: Occurrence Download

description: A dataset containing 1665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocypode quadrata (Fabricius, 1787)"
 ]
}

 The dataset includes 1665 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021912-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh49nx
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinchona anderssonii Maldonado"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152926-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2ju2w
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columnea caudata M.Amaya & L.P.Kvist"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152927-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33ghx3
title: Occurrence Download

description: A dataset listing the 971083 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset's 971083 records were derived from 6740 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228743-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9716349
title: Fly High 1000: The World’s Leading Airlines
DOI: 10.15468/dl.32dxuh
title: Occurrence Download

description: A dataset containing 1168138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.30615 39.68358, -85.96049 39.68358, -85.96049 39.92487, -86.30615 39.92487, -86.30615 39.68358))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 1168138 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001664-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxjc3a
title: Occurrence Download

description: A dataset containing 55881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Zoarces Cuvier, 1829"
 ]
}

 The dataset includes 55881 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001667-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuy8xt
title: Occurrence Download

description: A dataset containing 2851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.28909 20.8491, -76.21102 20.8491, -76.21102 20.9155, -76.28909 20.9155, -76.28909 20.8491))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 2851 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001668-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2d4m4
title: Occurrence Download

description: A dataset containing 1503 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Peces de la cuenca alta y media del río Bita, Vichada (Colombia)"
 ]
}

 The dataset includes 1503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001669-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsn24x
title: Occurrence Download

description: A dataset containing 1503 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Peces de la cuenca alta y media del río Bita, Vichada (Colombia)"
 ]
}

 The dataset includes 1503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001670-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.