cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17167373
title: Climate-Adjusted Tree Seed Sourcing for Forest Landscape Restoration in Ghana
title: Dataset

description: Occurrence records of 31 timber species were georeferenced from GBIF within the national extent of Ghana and analysed for their suitability (presence or absence) across 266 forest and wildlife reserves in Ghana.

  

1.   This archive contains a list of 31 tree species compiled from a 2022 survey on tree seed sourcing strategies in Ghana, complemented by relevant scientific literature and forest inventories conducted by Hawthorne and Abu-Juam (1995) and Oteng-Amoako (2006). The selected species were prioritised for their economic importance and their relevance to restoration initiatives across the country. Species presence data were obtained from the Global Biodiversity Information Facility (GBIF, 2024) and processed in R Studio 4.4.0 using the Dismo, Jsonlite, rgbif, bgifdb, and Raster packages (R Core Team, 2024). The presence (occurrence) records retrieved from GBIF between May and June 2024 were restricted to Ghana’s national boundary (xmin: -3.258473, xmax: 1.191527, ymin: 4.741527, ymax: 11.17486). This ensured that the dataset is geographically appropriate for habitat suitability modelling within Ghana. The dataset’s reliability is further supported by the validated geographic coordinates provided by GBIF, as species occurrence is highly dependent on location-specific accuracy (GBIF, 2024).

 

2.   The archive consists of data on priority timber species availability for seed sourcing and conservation, assessed using a map of Ghana with overlaid suitability maps of 31 species on the national seed zone maps and forest reserve maps. These seed zones are numbered from 1 to 15. The suitability maps were superimposed on Ghana’s forest reserve and seed zone maps, allowing each forest reserve to be classified as either within or outside a given seed zone. Furthermore, within each Seed Transfer Zone, the maps indicate whether each forest and wildlife reserve is suitable or unsuitable for the presence of the 31 studied species. For each species, a corresponding file has been prepared, containing data on its presence or absence across 266 forest reserves in Ghana.
DOI: 10.4121/611adbc7-7935-43a6-8c3f-b2260a508e73
title: Extension to IndustReal Dataset: Assembly State Recognition with Error States

description: Update to dataset, now including all synthetic data as well.This dataset contains the assembly state images and annotations as an extension to the public. Whereas the original dataset only classifies assembly errors as error class, we define fine-grained annotations and error type classifications for every assembly error in the dataset. These labels enable researchers to continue studying procedural and execution errors in assembly and maintenance tasks.
DOI: 10.4121/611adbc7-7935-43a6-8c3f-b2260a508e73.v2
title: Extension to IndustReal Dataset: Assembly State Recognition with Error States

description: Update to dataset, now including all synthetic data as well.This dataset contains the assembly state images and annotations as an extension to the public. Whereas the original dataset only classifies assembly errors as error class, we define fine-grained annotations and error type classifications for every assembly error in the dataset. These labels enable researchers to continue studying procedural and execution errors in assembly and maintenance tasks.
DOI: 10.15468/dl.7twesm
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum sarmentosum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 172 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015692-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:kinder:v2
title: Sozioökonomische Daten auf Rasterebene (Welle 2). Kinder
title: Socio-Economic Data on grid level (Wave 2). Children

description: Aus Felicitas, Adressen & Services GmbH und aus der Datei der Privatkonsumenten des Verbandes der Vereine Creditreform erhält microm die Daten für die Variable "Kinder". Die Variable weist den Anteil der Kinder an allen Personen in einem Privathaushalt aus (microm 2014, S. 81). Dabei handelt es sich hier um die durchschnittliche Anzahl der Kinder je Haushalt.
description: RWI-GEO-GRID
description: RWI-GEO-GRID
description: Microm verwendet schätzungsweise über eine Milliarde Einzelinformationen, die in den microm Datensatz einfließen. Die Grundlage für die Informationsgewinnung bilden im Wesentlichen Informationen über ca. 40,7 Millionen Haushalte in Deutschland. Die Daten werden jedoch nicht für die einzelnen Haushalte sondern für die rund 19,7 Millionen Häuser in Deutschland ausgewiesen (microm 2014, Seite 1). Aus datenschutzrechtlichen Gründen werden Häuser, die zu einem Wohnumfeld gehören, zu einem „virtuellen“ mikrogeografischen Segment (sog. Mikrozelle) gebündelt, das durchschnittlich acht, mindestens aber fünf Häuser umfasst. So werden aus den benutzten Grunddaten Informationen zu den Haushaltsstrukturen generiert, die dann wiederum in weitere Hochrechnungen einfließen. Wann immer dies möglich ist, werden die errechneten Daten mit anderen Datenquellen wie beispielsweise amtlichen Daten, die auf einer höheren Aggregationsstufe vorliegen, abgeglichen (microm 2014, Seite 2).
 Darüber hinaus nutzt microm die Möglichkeit seine Wohnumfelder zu geocodieren, das heißt, den Wohnfeldern werden Koordinaten zugewiesen. Dadurch wird die Möglichkeit geschaffen, diese Informationen den einzelnen Rastern zuzuordnen und auf dieser Ebene zu aggregieren.
DOI: 10.15468/dl.3dcpxw
title: Occurrence Download

description: A dataset containing 1161886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Recurvirostra avosetta)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1161886 records from 664 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015636-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1136424
title: Digital Archive from an Archaeological Evaluation and Excavation at M11 Junction 7A, Gilden Way, Harlow, Essex, 2020

description: This collection consists of images, spreadsheets, databases and GIS data from an archaeological evaluation and excavation by Cotswold Archaeology. Work occurred at M11 Junction 7A, Gilden Way, Harlow, Essex in 2020. 

In June 2020, Cotswold Archaeology carried out an archaeological evaluation of land within the permanent and temporary boundaries of the M11 Junction 7a Scheme, at Harlow, Essex. A total of 124 trenches were excavated. Trial trenching revealed remnants of Early Bronze Age (2400-1500 BC) ritual monuments comprising two ring-ditch features. Subsequent excavation was undertaken by Cotswold Archaeology between July and October 2020 at the request of GRAHAM Construction Limited (on behalf of Essex County Council). An area of 2.5ha was excavated within the site. The programme of archaeological investigation across six areas (1-6) produced evidence of multi-period activity including Middle Bronze Age barrow ditches and adjacent Late Bronze Age trackways, an Iron Age unenclosed settlement, and Roman cremation burials.
DOI: 10.15468/dl.zjgzc2
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum sarmentosum",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015693-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p75t7a
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum sarmentosum",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015694-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17201180
title: Dados ICMS Ceará
DOI: 10.5281/zenodo.17201181
title: Dados ICMS Ceará
DOI: 10.7807/microm:ethno:v2
title: Sozioökonomische Daten auf Rasterebene (Welle 2). Ethno
title: Socio-Economic Data on grid level (Wave 2). Ethno

description: Grundlage für die Variablengruppe "Ethno" bildet eine Vor- und Nachnamenanalyse hinsichtlich ihrer sprachlichen Herkunft. Die Auswertung der Namen basiert dabei auf Listen, in denen die sprachliche Abstammung der Namen verzeichnet ist. Zusätzlich werden diese Listen durch internationale Namensverzeichnisse ergänzt (microm 2014, S. 96f.). Die Namensanalyse bezieht sich jeweils auf den Haushaltsvorstand. Dementsprechend können keine Aussagen darüber getroffen werden, wie viele Personen tatsächlich eine ausländische Herkunft haben, wie lange die Person bereits in Deutschland lebt, oder wie ihre sozialen Anbindungen in Deutschland sind. Für die Variablengruppe "Ethno" können auf Grundlage der Analyse folgende Sprachabstammungen gebildet werden: Türkei, Italien, Griechenland, Spanien/Portugal/Lateinamerika, Spätaussiedler aus der früheren Sowjetunion, Osteuropa, Balkan, Afrika südlich der Sahra, außereuropäische islamische Staaten und Süd-, Ost- und Südostasien (microm 2014, S. 96f.). Die Variablengruppe "Ethno" wird ursprünglich auf PLZ-8 Ebene ausgewiesen und für den Datensatz auf das Raster heruntergerechnet.
description: RWI-GEO-GRID
description: RWI-GEO-GRID
description: Microm verwendet schätzungsweise über eine Milliarde Einzelinformationen, die in den microm Datensatz einfließen. Die Grundlage für die Informationsgewinnung bilden im Wesentlichen Informationen über ca. 40,7 Millionen Haushalte in Deutschland. Die Daten werden jedoch nicht für die einzelnen Haushalte sondern für die rund 19,7 Millionen Häuser in Deutschland ausgewiesen (microm 2014, Seite 1). Aus datenschutzrechtlichen Gründen werden Häuser, die zu einem Wohnumfeld gehören, zu einem „virtuellen“ mikrogeografischen Segment (sog. Mikrozelle) gebündelt, das durchschnittlich acht, mindestens aber fünf Häuser umfasst. So werden aus den benutzten Grunddaten Informationen zu den Haushaltsstrukturen generiert, die dann wiederum in weitere Hochrechnungen einfließen. Wann immer dies möglich ist, werden die errechneten Daten mit anderen Datenquellen wie beispielsweise amtlichen Daten, die auf einer höheren Aggregationsstufe vorliegen, abgeglichen (microm 2014, Seite 2).
 Darüber hinaus nutzt microm die Möglichkeit seine Wohnumfelder zu geocodieren, das heißt, den Wohnfeldern werden Koordinaten zugewiesen. Dadurch wird die Möglichkeit geschaffen, diese Informationen den einzelnen Rastern zuzuordnen und auf dieser Ebene zu aggregieren.
DOI: 10.5281/zenodo.17091874
title: Data and code for "Extended parental care is critical for migration and survival in a family-living bird"

description: Data and scripts for "Extended parental care is critical for migration and survival in a family-living bird".

"Linssen_2025_extendedparentalcare_data.RData" provides the necessary data and two custom functions, and can be opened directly into the R environment."Linssen_2025_extendedparentalcare_script.R" provides the script which can be run, once the data is loaded, to reproduce the results.
DOI: 10.7807/microm:einwohner:v2
title: Sozioökonomische Daten auf Rasterebene (Welle 2). Einwohner
title: Socio-Economic Data on grid level (Wave 2). Population

description: Die Einwohnerstruktur weist die Absolutzahl der Einwohner pro Gebietsebene aus. Komplementär zu diesem Datensatz liegt auch die Alters- und Geschlechtsstruktur der Einwohner als separater Datensatz vor und ist unter der DOI 10.7807/microm:einwGeAl:V1 erhältlich.
description: RWI-GEO-GRID
description: RWI-GEO-GRID
description: Microm verwendet schätzungsweise über eine Milliarde Einzelinformationen, die in den microm Datensatz einfließen. Die Grundlage für die Informationsgewinnung bilden im Wesentlichen Informationen über ca. 40,7 Millionen Haushalte in Deutschland. Die Daten werden jedoch nicht für die einzelnen Haushalte sondern für die rund 19,7 Millionen Häuser in Deutschland ausgewiesen (microm 2014, Seite 1). Aus datenschutzrechtlichen Gründen werden Häuser, die zu einem Wohnumfeld gehören, zu einem „virtuellen“ mikrogeografischen Segment (sog. Mikrozelle) gebündelt, das durchschnittlich acht, mindestens aber fünf Häuser umfasst. So werden aus den benutzten Grunddaten Informationen zu den Haushaltsstrukturen generiert, die dann wiederum in weitere Hochrechnungen einfließen. Wann immer dies möglich ist, werden die errechneten Daten mit anderen Datenquellen wie beispielsweise amtlichen Daten, die auf einer höheren Aggregationsstufe vorliegen, abgeglichen (microm 2014, Seite 2).
 Darüber hinaus nutzt microm die Möglichkeit seine Wohnumfelder zu geocodieren, das heißt, den Wohnfeldern werden Koordinaten zugewiesen. Dadurch wird die Möglichkeit geschaffen, diese Informationen den einzelnen Rastern zuzuordnen und auf dieser Ebene zu aggregieren.
DOI: 10.5517/ccdc.csd.cct1s6t
title: CCDC 746486: Experimental Crystal Structure Determination

description: Related Article: Yan-hua Han, Yong Wang|2018|Huaxue Shiji|40||doi:10.13822/j.cnki.hxsj.2018.06.017
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.cc2g8070
title: CCDC 2271811: Experimental Crystal Structure Determination

description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glfyg
title: CCDC 2281846: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glfzh
title: CCDC 2281847: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg0k
title: CCDC 2281848: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg1l
title: CCDC 2281849: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg2m
title: CCDC 2281850: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg3n
title: CCDC 2281851: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg4p
title: CCDC 2281852: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg5q
title: CCDC 2281853: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg6r
title: CCDC 2281854: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg7s
title: CCDC 2281855: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg8t
title: CCDC 2281856: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glg9v
title: CCDC 2281857: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2glgbw
title: CCDC 2281858: Experimental Crystal Structure Determination

description: Related Article: Yannick Stöferle, Peter Chen|2023|CSD Communication|||
description: Related Article: Yannick M. Stöferle|2023|Thesis|||doi:10.3929/ethz-b-000611666
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.cc2m0g15
title: CCDC 2413506: Experimental Crystal Structure Determination

description: Related Article: Huizhi Liu, Jiayi Zong, Boxuan Zhang, JiaHao Wang, Guohui Zheng, Miaolin Ke, Fener Chen|2025|Org.Biomol.Chem.|23|7951|doi:10.1039/d5ob01194a
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.