cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.898qee
title: Occurrence Download

description: A dataset containing 4983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.78801 43.67318,3.83093 43.67318,3.83093 43.70657,3.78801 43.70657,3.78801 43.67318))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4983 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017358-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8ccag
title: Occurrence Download

description: A dataset containing 1322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epinephelus striatus (Bloch, 1792)"
 ]
}

 The dataset includes 1322 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018355-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx9kmu
title: Occurrence Download

description: A dataset containing 2869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba cinerea Adams",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2869 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028711-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvw5ky
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quesnelia clavata Amorim & Leme"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099525-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ssha3
title: Occurrence Download

description: A dataset containing 186591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aptenodytes patagonicus J.F.Miller, 1778",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 186591 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028685-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7y4a4
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malaxis major (Rchb.f.) León ex A.D.Hawkes"
 ]
}

 The dataset includes 227 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018356-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5w3zv2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machaeranthera setigera Less., 1847"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017363-230530130749713/datasets/export for details.
DOI: 10.15468/dl.ez9ge3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fritillaria euboeica Rix"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220552-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un8bwf
title: Occurrence Download

description: A dataset containing 22881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is USA.40_1",
 "TaxonKey is Pandion haliaetus (Linnaeus, 1758)"
 ]
}

 The dataset includes 22881 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098541-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brjsdy
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elacatinus jarocho Taylor & Akins, 2007"
 ]
}

 The dataset includes 81 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018354-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2mbu2
title: Occurrence Download

description: A dataset containing 4323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bos taurus primigenius Bojanus, 1827"
 ]
}

 The dataset includes 4323 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017362-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htqpwm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fritillaria epirotica Turrill ex Rix"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220548-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7v9zry
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machaeranthera tagetina Greene"
 ]
}

 The dataset includes 387 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017366-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjne99
title: Occurrence Download

description: A dataset containing 8035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macroptilium lathyroides (L.) Urb."
 ]
}

 The dataset includes 8035 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030439-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s36c9t
title: Occurrence Download

description: A dataset containing 17194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus sylvicola"
 ]
}

 The dataset includes 17194 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023200-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15276902
title: Climatic-oceanographic controls on Amundsen Sea productivity and bottom flow evolution since 280 ka

description: Understanding the mechanisms regulating productivity and bottom flow variability in the Amundsen Sea is vital for constraining cryosphere-climate feedbacks in the South Pacific Seasonal Sea Ice Zone. To enhance our comprehension of the mechanisms underlying productivity variations in this region, we present an extensive set of multi-proxy records from gravity core ANT36/A3-08 (LATITUDE: -69.02 and LONGITUDE: -120.06), retrieved from the southernmost upwelling boundary of the modern Circumpolar Deep Water in the Amundsen Sea.

Surface productivity is reconstructed using a suite of biogeochemical proxies, including Ti-normalized bromine, biogenic opal, total nitrogen, and excess barium normalized to Ti. These proxies reflect marine biogenic export production and nutrient cycling. Bottom flow strength is inferred from sedimentological and geochemical indicators such as mean sortable silt, sortable silt percentage, zirconium-to-rubidium, and zirconium-to-aluminum ratios.
DOI: 10.5281/zenodo.13970161
title: Climatic-oceanographic controls on Amundsen Sea productivity and bottom flow evolution since 280 ka

description: Understanding the mechanisms regulating productivity and bottom flow variability in the Amundsen Sea is vital for constraining cryosphere-climate feedbacks in the South Pacific Seasonal Sea Ice Zone. To enhance our comprehension of the mechanisms underlying productivity variations in this region, we present an extensive set of multi-proxy records from gravity core ANT36/A3-08 (LATITUDE: -69.02 and LONGITUDE: -120.06), retrieved from the southernmost upwelling boundary of the modern Circumpolar Deep Water in the Amundsen Sea.

Surface productivity is reconstructed using a suite of biogeochemical proxies, including Ti-normalized bromine, biogenic opal, total nitrogen, and excess barium normalized to Ti. These proxies reflect marine biogenic export production and nutrient cycling. Bottom flow strength is inferred from sedimentological and geochemical indicators such as mean sortable silt, sortable silt percentage, zirconium-to-rubidium, and zirconium-to-aluminum ratios.
DOI: 10.5281/zenodo.17559875
title: Underwater images collected by a Kite surf in Le-Morne, Mauritius - 2019-07-14

description: This dataset was collected by a Kite surf in Le-Morne, Mauritius - 2019-07-14. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.5281/zenodo.13363879
title: Driving Mechanisms Behind Productivity Changes in  the Pacific Antarctic Zone since MIS 8

description: Understanding shifts in paleoproductivity within the Antarctic Zone (AZ) is pivotal for deciphering climate change dynamics. To enhance our comprehension of the mechanisms underlying productivity variations in this region, we present an extensive set of multi-proxy records from gravity core ANT36/A3-08 (LATITUDE: -69.02 and LONGITUDE: -120.06), retrieved from the southernmost upwelling boundary of the modern Circumpolar Deep Water in the Amundsen Sea.

These records encompass productivity proxies, including Ti-normalized bromine (Br/Ti), biogenic silicon (opal/Ti), total organic carbon (TOC/Ti), total nitrogen (TN/Ti) ratios, and calcium carbonate (CaCO3) content, as well as local bottom hydrodynamics indicators, such as mean sortable silt, sortable silt percentage (SS%), and zirconium/rubidium (Zr/Rb) ratios. Additionally, changes in hydrodynamic conditions are further constrained by terrigenous input proxies, including Ti, aluminum (Al), iron (Fe), and potassium (K) versus calcium (Ca) ratios.
DOI: 10.15468/dl.u9nym8
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.8_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Unionida"
 ]
}

 The dataset includes 220 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023202-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5e3db
title: Occurrence Download

description: A dataset listing the 119 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Antioquia)",
 "GadmGid is one of (COL.2.91_2, COL.2.82_2, COL.2.107_2)",
 "TaxonKey is one of (Mammalia [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset's 119 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023195-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8b4dvp
title: Occurrence Download

description: A dataset listing the 4098839 species recorded in GBIF matching the query:
{ }

 The dataset's 4098839 records were derived from 77682 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023199-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15016250
title: Human-Centric Ethics: Balancing Autonomy and Control in Intelligent Systems

description: As intelligent systems grow more commonplace daily, ethical concerns about their design, deployment, and operation become increasingly essential. Balancing autonomy and management are such a system's most difficult ethical quandary. On the one hand, giving intelligent systems autonomy allows for greater efficient decision-making and adaptation to converting instances, improving user satisfaction and productivity. Excessive independence, however, can result in unintended outcomes, ethical violations, or even harm to people or society. This investigates the various facets of human-centric ethics within intelligent system structures, specifically on negotiating the autonomy-control range. The study investigates the ethical concepts that must be used to manually create and implement intelligent structures, such as transparency, accountability, justice, and privacy. The paper suggests the Ethical Autonomy Control Framework (EACF), which draws on philosophy, psychology, and computer science technology to balance autonomy and control while prioritizing human well-being and social ideals. The paper highlights the importance of interdisciplinary collaboration amongst ethicists, technologists, politicians, and stakeholders in marketing accountable innovation and sensible machine governance. The study uses case studies and hypothetical situations to illustrate the problems of ethical decision-making in actual-world contexts, emphasizing the necessity for innovative approaches that keep in mind various viewpoints and cultural standards. Finally, the study concludes that reaching a harmonious balance of autonomy and control in intelligent systems necessitates a complete method incorporating ethical concepts, technological information, and a human-centred design. The proposed EACF provides a method for leveraging the transformative capacity of intelligent systems while shielding human dignity, autonomy, and well-being within the virtual age by raising ethical attention, fostering ethical literacy, and upholding ethical requirements. The experimental simulation demonstrates that the suggested EACF model increases the productivity rate of 97.3%, accuracy rate of 95.4%, ethical awareness rate of 97.2%, user satisfaction rate of 94.3%, and operational efficiency rate of 93.4% compared to other existing models.
DOI: 10.5281/zenodo.15016249
title: Human-Centric Ethics: Balancing Autonomy and Control in Intelligent Systems

description: As intelligent systems grow more commonplace daily, ethical concerns about their design, deployment, and operation become increasingly essential. Balancing autonomy and management are such a system's most difficult ethical quandary. On the one hand, giving intelligent systems autonomy allows for greater efficient decision-making and adaptation to converting instances, improving user satisfaction and productivity. Excessive independence, however, can result in unintended outcomes, ethical violations, or even harm to people or society. This investigates the various facets of human-centric ethics within intelligent system structures, specifically on negotiating the autonomy-control range. The study investigates the ethical concepts that must be used to manually create and implement intelligent structures, such as transparency, accountability, justice, and privacy. The paper suggests the Ethical Autonomy Control Framework (EACF), which draws on philosophy, psychology, and computer science technology to balance autonomy and control while prioritizing human well-being and social ideals. The paper highlights the importance of interdisciplinary collaboration amongst ethicists, technologists, politicians, and stakeholders in marketing accountable innovation and sensible machine governance. The study uses case studies and hypothetical situations to illustrate the problems of ethical decision-making in actual-world contexts, emphasizing the necessity for innovative approaches that keep in mind various viewpoints and cultural standards. Finally, the study concludes that reaching a harmonious balance of autonomy and control in intelligent systems necessitates a complete method incorporating ethical concepts, technological information, and a human-centred design. The proposed EACF provides a method for leveraging the transformative capacity of intelligent systems while shielding human dignity, autonomy, and well-being within the virtual age by raising ethical attention, fostering ethical literacy, and upholding ethical requirements. The experimental simulation demonstrates that the suggested EACF model increases the productivity rate of 97.3%, accuracy rate of 95.4%, ethical awareness rate of 97.2%, user satisfaction rate of 94.3%, and operational efficiency rate of 93.4% compared to other existing models.
DOI: 10.15468/dl.bqjy65
title: Occurrence Download

description: A dataset containing 676948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvia tiliifolia, Mecardonia procumbens, Veronica hederifolia, Veronica polita, Stachytarpheta urticaefolia, Euphorbia helioscopia, Euphorbia heterophylla, Euphorbia hirta, Euphorbia peplus, Gaura parviflora, Oxalis latifolia, Myriophyllum aquaticum, Cuscuta approximata, Cuscuta epilinum, Evolvulus nummularius, Ipomoea hederacea, Ipomoea nil, Ipomoea triloba, Azolla filiculoides, Raoiella indica)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 676948 records from 2407 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023201-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc9s4qx
title: CCDC 291329: Experimental Crystal Structure Determination

description: Related Article: M.Rafilovich, J.Bernstein, R.K.Harris, D.C.Apperley, P.G.Karamertzanis, S.L.Price|2005|Cryst.Growth Des.|5|2197|doi:10.1021/cg050151j
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/cc9rsvn
title: CCDC 290992: Experimental Crystal Structure Determination

description: Related Article: A.Caballero, R.Martinez, V.Lloveras, I.Ratera, J.Vidal-Gancedo, K.Wurst, A.Tarraga, P.Molina, J.Veciana|2005|J.Am.Chem.Soc.|127|15666|doi:10.1021/ja0545766
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/cc9s8cp
title: CCDC 291442: Experimental Crystal Structure Determination

description: Related Article: N.Burford, T.S.Cameron, C.L.B.Macdonald, K.N.Robertson, R.Schurko, D.Walsh, R.McDonald, R.E.Wasylishen|2005|Inorg.Chem.|44|8058|doi:10.1021/ic050770h
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.ccb1ys2
title: CCDC 299794: Experimental Crystal Structure Determination

description: Related Article: Dong Woo Lee and Yusuke Kawakami|2007|Polymer Journal(Tokyo)|39|230|doi:10.1295/polymj.PJ2006169
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.