cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k9dcas
title: Occurrence Download

description: A dataset containing 7055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea batatas",
 "Year 2000-2025"
 ]
}

 The dataset includes 7055 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054843-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/k0rqtm
title: Data from: "Community notes reduce engagement with and diffusion of false information online"

description: This repository contains the (anonymized) data needed to replicate the results reported in "Community notes reduce engagement with and diffusion of false information online." A description of the data can be found in the README file. The replication code is available at the following Github repo: https://github.com/Saveski-Lab/community-notes-causal-effects/
DOI: 10.13140/rg.2.1.1877.7124
title: Paper published, titled: The Effect of Synthetic Surfactants on the Hydrobiological Mechanisms of Water Self-Purification. https://www.researchgate.net/publication/259402738; Water Resources, 2004. Volume 31, Issue 5, pp. 502-510; Russian version: Ostroumov S A 2004 Water resources Influence of synthetic surface-active substances on hydrobiological mechanisms of self-purification of the aquatic environment. 31: 546-555; (strong recommendations).
DOI: 10.15468/dl.9y9u2b
title: Occurrence Download

description: A dataset listing the 1003 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset's 1003 records were derived from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054812-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2ppxd
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Specimen)",
 "StateProvince is one of (California)",
 "TaxonKey is one of (Gambelia sila [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 705 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054846-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwy5jz
title: Occurrence Download

description: A dataset containing 8127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-187.20778 8.49481,-33.23498 8.49481,-33.23498 70.05482,-187.20778 70.05482,-187.20778 8.49481))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanoplus femurrubrum",
 "Year 1970-2025"
 ]
}

 The dataset includes 8127 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054849-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88pq52
title: Occurrence Download

description: A dataset containing 6276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elaeagnus pungens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6276 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054848-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xauzsp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera jueterbogensis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054851-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6fnpt
title: Occurrence Download

description: A dataset containing 38930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aedes albopictus",
 "Country is United States of America",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 38930 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054845-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fz8rq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera jueterbogensis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054852-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/n2g2-3qf6-0g08
title: NCEP/EMC U.S. Precipitation Ancillary Station List. Version 1.1

description: This data file contains the station information for the National Centers for Environmental Prediction (NCEP) Environmental Modeling Center (EMC) Gage Datasets. This dataset is provided as is and in its original format.
DOI: 10.6084/m9.figshare.29651585
title: Optimization-Driven Steganographic System Based on Fused Maps and Blowfish Encryption

description: This is the resources the authors used to conduct the experiment of an original research paper as titled.
DOI: 10.6084/m9.figshare.29651585.v2
title: Optimization-Driven Steganographic System Based on Fused Maps and Blowfish Encryption

description: This is the resources the authors used to conduct the experiment of an original research paper as titled.
DOI: 10.6084/m9.figshare.29651585.v1
title: Optimization-Driven Steganographic System Based on Fused Maps and Blowfish Encryption

description: This is the resources the authors used to conduct the experiment of an original research paper as titled.
DOI: 10.15468/dl.5rufha
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera jueterbogensis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054853-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc7njc
title: Occurrence Download

description: A dataset listing the 240 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON Z((-68.96185 -38.45843 0,-68.93894 -38.47586 0,-68.94243 -38.49268 0,-68.96873 -38.51001 0,-68.97792 -38.53005 0,-68.96769 -38.5496 0,-68.94401 -38.56212 0,-68.95386 -38.58653 0,-68.9455 -38.63642 0,-68.924 -38.65976 0,-68.88801 -38.66042 0,-68.83009 -38.66447 0,-68.7726 -38.63437 0,-68.77321 -38.61802 0,-68.69766 -38.58662 0,-68.6824 -38.59906 0,-68.59699 -38.63639 0,-68.60101 -38.6571 0,-68.59066 -38.66512 0,-68.56557 -38.67112 0,-68.44655 -38.66012 0,-68.44875 -38.63786 0,-68.46993 -38.5836 0,-68.45785 -38.57493 0,-68.39623 -38.61067 0,-68.27305 -38.68502 0,-68.24561 -38.64577 0,-68.42974 -38.54333 0,-68.48867 -38.50272 0,-68.53118 -38.46803 0,-68.59225 -38.45724 0,-68.61943 -38.42798 0,-68.64584 -38.40469 0,-68.72623 -38.3697 0,-68.78779 -38.35236 0,-68.85002 -38.34746 0,-68.89913 -38.36804 0,-68.95199 -38.4156 0,-68.96382 -38.43892 0,-68.96185 -38.45843 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 240 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054818-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrysrs
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Machine Observation)",
 "Geometry POLYGON((-4.06314 47.83053,-3.99872 47.83053,-3.99872 47.8649,-4.06314 47.8649,-4.06314 47.83053))",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 133 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054855-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc8b86
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elaeagnus sarmentosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054856-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/25277
title: Chandra X-ray Observatory ObsId 25277

description: Opening Pandora's Box: Direct Detection of AGN at z&gt;7
DOI: 10.25574/29006
title: Chandra X-ray Observatory ObsId 29006

description: A detailed view of the rare and colossal 800kpc sloshing cold front in the outskirts of Abell 399
DOI: 10.6084/m9.figshare.30287986
title: Dataset: Scleractinian coral larval settlement, post-settlement survival, and substrate fouling data

description: This dataset compiles the raw and processed data supporting the manuscript "Antifouling capacity of substrate materials and their effects on settlement and post-settlement survival of scleractinian corals".The research evaluated the antifouling performance of different substrate materials and their impact on the larval settlement and post-settlement survival of scleractinian corals.<br><b>Abstract</b><br>In coral reef restoration, sexual reproduction is a key methodology to enhance coral population recovery. However, significant challenges remain during the post-settlement phase, where primary polyps are particularly vulnerable to predation, sedimentation, and competition with fouling organisms. To mitigate these challenges, the development of substrates with antifouling properties has been proposed. These substrates aim to reduce colonization by fouling organisms, thereby minimizing competition with the coral primary polyps. This study evaluated the efficacy of different substrate materials in the settlement and post-settlement survival of scleractinian corals, as well as their antifouling capability. Three experiments were conducted, each assessing distinct substrate materials with their corresponding treatments. Settlement and post-settlement survival of <i>Acropora palmata</i> and <i>Orbicella faveolata</i>, as well as the colonization of fouling organisms, were evaluated. Results indicated that larval settlement occurred across the different treatments derived from the tested substrate materials. However, none of these substrate materials enhanced post-settlement survival in <i>ex situ</i> tests. Some substrate materials exhibited lower fouling colonization after two months at sea. Ongoing research evaluating these antifouling substrate materials is a critical component of early coral restoration approaches, with the potential to significantly influence coral survival on the reef after outplanting.
DOI: 10.6084/m9.figshare.30287986.v1
title: Dataset: Scleractinian coral larval settlement, post-settlement survival, and substrate fouling data

description: This dataset compiles the raw and processed data supporting the manuscript "Antifouling capacity of substrate materials and their effects on settlement and post-settlement survival of scleractinian corals".The research evaluated the antifouling performance of different substrate materials and their impact on the larval settlement and post-settlement survival of scleractinian corals.<br><b>Abstract</b><br>In coral reef restoration, sexual reproduction is a key methodology to enhance coral population recovery. However, significant challenges remain during the post-settlement phase, where primary polyps are particularly vulnerable to predation, sedimentation, and competition with fouling organisms. To mitigate these challenges, the development of substrates with antifouling properties has been proposed. These substrates aim to reduce colonization by fouling organisms, thereby minimizing competition with the coral primary polyps. This study evaluated the efficacy of different substrate materials in the settlement and post-settlement survival of scleractinian corals, as well as their antifouling capability. Three experiments were conducted, each assessing distinct substrate materials with their corresponding treatments. Settlement and post-settlement survival of <i>Acropora palmata</i> and <i>Orbicella faveolata</i>, as well as the colonization of fouling organisms, were evaluated. Results indicated that larval settlement occurred across the different treatments derived from the tested substrate materials. However, none of these substrate materials enhanced post-settlement survival in <i>ex situ</i> tests. Some substrate materials exhibited lower fouling colonization after two months at sea. Ongoing research evaluating these antifouling substrate materials is a critical component of early coral restoration approaches, with the potential to significantly influence coral survival on the reef after outplanting.
DOI: 10.15468/dl.tfrrb6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera macrosperma",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054857-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/460af3a9-266a-4a3b-a485-2609fc37fd16
title: CanPac Valour Navigation System Deployed 2025-08-24

description: The CanPac Valour Navigation 01 was deployed on 2025-08-24 on CanPac Valour. The offshore supply ship CanPac Valour is owned and operated by CanPac Marine Services Inc. This device is a Navigation System. Navigational instruments are used to measure and record positional information of ships, buoys, and autonomous underwater vehicles (AUVs). Typical sensors include latitude, longitude, speed, heading, pitch, roll, and depth. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.13140/rg.2.1.3610.3202
title: Fish Catch Relative to Environmental Parameters Observed from Satellite During ENSO and Dipole Mode Events 1997/98 in the South Java Sea
DOI: 10.15468/dl.9btgmw
title: Occurrence Download

description: A dataset containing 1926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Batrachochytrium dendrobatidis"
 ]
}

 The dataset includes 1926 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054859-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/72vk-c0yy-m907
title: CASES-97: Wyoming King Air On-board Video Camera. Version 1.0

description: This dataset consists of hourly mpg movie files from video tape (VHS) from each flight of the University of Wyoming King-Air that occurred during CASES-97. This video was shot from an exterior camera mounted on the aircraft.
DOI: 10.34691/uchile/zqarcd
title: Estrategias pasivas frente al cambio climático en viviendas sociales: una revisión para climas templados. Datos de réplica

description: Este archivo complementario contiene la base de datos utilizada en el artículo “Estrategias pasivas frente al cambio climático en viviendas sociales: una revisión para climas templados”. El archivo recopila información de 42 publicaciones internacionales, clasificadas en tres ejes temáticos: adaptabilidad climática, eficiencia energética y viabilidad económica. Incluye autores, país, clima y principales hallazgos para climas templados y semiáridos. El dataset facilita la trazabilidad y replicación de los análisis realizados en el artículo.
DOI: 10.34691/uchile/zqarcd/lszi1s
title: ANEXO 1. Datos de réplica.tab

description: :unav
DOI: 10.15468/dl.mdaxw2
title: Occurrence Download

description: A dataset containing 3688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-132.93756 14.61522,-41.06244 14.61522,-41.06244 51.38478,-132.93756 51.38478,-132.93756 14.61522))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neoscona domiciliorum",
 "Year 1970-2025"
 ]
}

 The dataset includes 3688 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054858-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qpm84
title: Occurrence Download

description: A dataset containing 8085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elaeis guineensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8085 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054860-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17281270
title: Evaluation Dataset for ChemGraph: An Agentic Framework for Computational Chemistry Workflows

description: This dataset provides scripts, reference data, and evaluation tools for benchmarking ChemGraph, an LLM-based molecular simulation framework. It includes outputs generated by four different language models: GPT-4o-mini, Claude-3.5-haiku, Qwen2.5-14B, and GPT-4o. While some outputs were generated using earlier commits, all results are compatible with ChemGraph version e1a94f855c5bec49ed9345c7713ab6080445d49e.

Main Files and Descriptions

- data_from_pubchempy.json: Structured chemical information obtained from PubChemPy. Serves as an input dataset for each experiment

- manual_workflow.json: A manually constructed reference workflow representing true tool call sequences and outputs. Used for benchmarking LLM results.

- llm_workflow_[...].json: A JSON file containing tool-use outputs generated by different LLMs. Includes additional metadata such as model name, timestamps and system prompt.

 

** Update history:



October 6th, 2025:



Uploaded plotting data in the manuscript: evaluation_plot_data.json



August 29th, 2025:



Expanded benchmark from 260 to 360. 

Reran all evaluations. Added GPT-4o multi-agent evaluation.
DOI: 10.15468/dl.h6mqhx
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis decaphylla",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054861-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbbp58
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis decaphylla",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054862-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjp9zd
title: Occurrence Download

description: A dataset containing 74297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylephila phyleus",
 "Year 1970-2025"
 ]
}

 The dataset includes 74297 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054788-250920141307145/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.cc2ngcfy
title: CCDC 2456670: Experimental Crystal Structure Determination

description: Related Article: Joao P. Nogueira, Luiza R. Cruz, Luiz C. Dias|2025|CSD Communication|||
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.cc2ngl80
title: CCDC 2456882: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
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.cc2ngl91
title: CCDC 2456883: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
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.cc2nglb2
title: CCDC 2456884: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
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.