cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fw2vek
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.94_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011351-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/lcwvfd
title: New Entrance to Mountain Farming in the Eastern Alps: Actors and their Routes into Agriculture, Motivation, Opportunities and Challenges (SUF edition)
title: Quereinstieg in die Berglandwirtschaft der Ostalpen: Beteiligte und ihre Wege in die Landwirtschaft, Motivation, Chancen und Herausforderungen

description: Full edition for scientific use. The aim of this dataset is to outline the results of a mixed-methods research on new entrants to mountain farming conducted in the case study regions Vorarlberg, Tyrol and South Tyrol (Eastern Alps). In a first survey stage, new entrants were identified and their routes into mountain farming as well as the resulting social and spatial impacts were recorded using semi-structured interviews. In the light of a multi-level perspective (MLP), further interviews with experts in local policy, regional planning and agriculture (on local, regional and federal level) provided detailed insights on the challenges and opportunities of new entrants. In a second stage, statistical data on agricultural training (adult education; ger: landwirtschaftliche Fachausbildung) at the agricultural colleges of the study regions and beyond were collected and merged. Both the 32 expert interviews and the 24 interviews with new entrants were recorded, transcribed and analyzed according to the Grounded Theory. Resulting qualitative data is available as interview transcripts and as a codebook. For reasons of research ethics, the data set contains only carefully selected transcripts of expert interviews. In addition to the qualitative and quantitative data outlined above, further information is provided to better understand the findings and data. This includes an anonymization guideline, both interview guidelines, the consent form, hard facts and metadata of all interviews, the current data management plan as well as figures.
DOI: 10.18167/dvn1/nnbbaq
title: Data for "Diachronic assessment of soil organic C and N dynamics under long-term no-till cropping systems in the tropical upland of Cambodia"

description: These are the raw data of the paper "Diachronic assessment of soil organic C and N dynamics under long-term no-till cropping systems in the tropical upland of Cambodia” authored by Vira Leng, Rémi Cardinael, Florent Tivet, Vang Seng, Phearum Mark, 
Pascal Lienhard, Titouan Filloux, Johan Six, Lyda Hok, Stéphane Boulakia, 
Clever Briedis, João Carlos de Moraes Sá, Laurent Thuriès
DOI: 10.15468/dl.qpf533
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cambaroides dauricus"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011352-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/7pfliu
title: The German Political Sentiment Dictionary (SUF edition)

description: Full edition for scientific use. This dataset contains a German-language sentiment dictionary of 5001 negative words and their associated sentiment strength on a five-point-scale from 0 (not negative) to 4 (very strongly negative). The procedure for building the dictionary contains the following steps: (1) Sampling 12713 sentences from Austrian parliamentary debates (1995-2013), party press releases (2006-2013), and political news reports (2013), (2) Crowdcoding the sentiment strength of sentences, (3) Estimating a sentence tonality score (4), Estimating a word tonality score, (5) Discriminating between important and unimportant words.
DOI: 10.15468/dl.kb77bt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"CHN.13.13_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011353-260108223611665/datasets/export for details.
DOI: 10.15468/dl.8hg855
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.95_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011354-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e244221
title: Distribution, frequency, and global extent of hypoxia in rivers

description: To assess the distribution, frequency, and global extent of riverine hypoxia, we compiled 118 million paired dissolved oxygen (DO) and water temperature measurements from 125,158 unique locations in rivers in 93 countries and territories across the globe. The dataset also includes site characteristics derived from StreamCat, the National Hydrography and HydroAtlas datasets and proximal land cover derived from MODIS-based IGBP land cover types compiled using Google Earth Engine (GEE).
description: (Downloaded 2025-11-25)
DOI: 10.3886/e244222
title: Impact of Extreme Climate Events and Agricultural Diversification in the British West Indies, 1850–1960

description: This paper examines the impact of droughts and hurricanes on key agricultural exports in the British Caribbean between 1850 and 1960, and investigates how diversification shaped economic outcomes. Using export data gathered from Colonial Blue Books, along with proxies for drought and hurricane exposure, the analysis shows that extreme climate events affected crops unevenly: while cocoa, cotton, coffee, coconuts and bananas experienced major declines, sugar proved relatively resilient. Counterfactual estimations reveal that diversification often worsened revenue losses during extreme events, especially in colonies that shifted away from sugar toward less climate-resilient crops. These findings challenge the widely held assumption that diversification inherently reduces risk, showing that it may, in certain contexts, increase economic vulnerability to climate shocks.
DOI: 10.3886/e244221v1
title: Distribution, frequency, and global extent of hypoxia in rivers

description: To assess the distribution, frequency, and global extent of riverine hypoxia, we compiled 118 million paired dissolved oxygen (DO) and water temperature measurements from 125,158 unique locations in rivers in 93 countries and territories across the globe. The dataset also includes site characteristics derived from StreamCat, the National Hydrography and HydroAtlas datasets and proximal land cover derived from MODIS-based IGBP land cover types compiled using Google Earth Engine (GEE).
description: (Downloaded 2025-11-25)
DOI: 10.3886/e244222v1
title: Impact of Extreme Climate Events and Agricultural Diversification in the British West Indies, 1850–1960

description: This paper examines the impact of droughts and hurricanes on key agricultural exports in the British Caribbean between 1850 and 1960, and investigates how diversification shaped economic outcomes. Using export data gathered from Colonial Blue Books, along with proxies for drought and hurricane exposure, the analysis shows that extreme climate events affected crops unevenly: while cocoa, cotton, coffee, coconuts and bananas experienced major declines, sugar proved relatively resilient. Counterfactual estimations reveal that diversification often worsened revenue losses during extreme events, especially in colonies that shifted away from sugar toward less climate-resilient crops. These findings challenge the widely held assumption that diversification inherently reduces risk, showing that it may, in certain contexts, increase economic vulnerability to climate shocks.
DOI: 10.15468/dl.d3udbz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"CHN.13.14_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011357-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18077969
title: Enhanced Vegetation Index (EVI, 250 m, Bimonthly 2020) – Continental Subsets

description: SummaryThis dataset contains regional subsets of Enhanced Vegetation Index (EVI) rasters derived from the OpenLandMap ARCO distribution of MODIS MOD13Q1 EVI (gap-filled/inpainted). All rasters are provided as GeoTIFFs in geographic coordinates (WGS84; EPSG:4326) and represent six bimonthly time windows spanning 2020. Files are losslessly compressed (DEFLATE) and tiled for efficient access.

Spatial coverageRegions crossing the dateline (e.g., Asia, Australia/Oceania, Eurasia) may include large NoData (NA) areas within the bounding box; these are expected and do not represent missing information beyond the requested region extents.

File namingFiles are named EVI_<k>_<region>.tif, where <region> is the geographic subset (i.e., asia, europe, africa, northamerica, southamerica, australia, eurasia) and <k> indicates the time window:





EVI_1 = 2020-01-01 to 2020-02-28




EVI_2 = 2020-03-01 to 2020-04-30




EVI_3 = 2020-05-01 to 2020-06-30




EVI_4 = 2020-07-01 to 2020-08-31




EVI_5 = 2020-09-01 to 2020-10-31




EVI_6 = 2020-11-01 to 2020-12-31



Each GeoTIFF contains a single raster band whose internal layer name matches the file prefix (e.g., EVI_1).

Data source and citationOpenLandMap (2023). MOD13Q1 EVI Inpainted Dataset (250 m).stac.openlandmap.org/evi_mod13q1.tmwm.inpaint/collection.json

Processing and compilationContinental subset compilation using R (terra v1.8-70).
DOI: 10.5281/zenodo.18077970
title: Enhanced Vegetation Index (EVI, 250 m, Bimonthly 2020) – Continental Subsets

description: SummaryThis dataset contains regional subsets of Enhanced Vegetation Index (EVI) rasters derived from the OpenLandMap ARCO distribution of MODIS MOD13Q1 EVI (gap-filled/inpainted). All rasters are provided as GeoTIFFs in geographic coordinates (WGS84; EPSG:4326) and represent six bimonthly time windows spanning 2020. Files are losslessly compressed (DEFLATE) and tiled for efficient access.

Spatial coverageRegions crossing the dateline (e.g., Asia, Australia/Oceania, Eurasia) may include large NoData (NA) areas within the bounding box; these are expected and do not represent missing information beyond the requested region extents.

File namingFiles are named EVI_<k>_<region>.tif, where <region> is the geographic subset (i.e., asia, europe, africa, northamerica, southamerica, australia, eurasia) and <k> indicates the time window:





EVI_1 = 2020-01-01 to 2020-02-28




EVI_2 = 2020-03-01 to 2020-04-30




EVI_3 = 2020-05-01 to 2020-06-30




EVI_4 = 2020-07-01 to 2020-08-31




EVI_5 = 2020-09-01 to 2020-10-31




EVI_6 = 2020-11-01 to 2020-12-31



Each GeoTIFF contains a single raster band whose internal layer name matches the file prefix (e.g., EVI_1).

Data source and citationOpenLandMap (2023). MOD13Q1 EVI Inpainted Dataset (250 m).stac.openlandmap.org/evi_mod13q1.tmwm.inpaint/collection.json

Processing and compilationContinental subset compilation using R (terra v1.8-70).
DOI: 10.5517/ccdc.csd.cc2qj8cx
title: CCDC 2518079: Experimental Crystal Structure Determination

description: Related Article: Raveendiran Chinnaraj|2026|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.cc2pn2dv
title: CCDC 2491947: Experimental Crystal Structure Determination

description: Related Article: Qingqing Pang, Jingjing Yuan, Yangzhen Li, Xu Li, Linhong Cai, Wencai Li, Binbin Tu|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05199
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: 10.15468/dl.cfb7yz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.96_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011358-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/eopcob
title: Training Data for German Sentiment Analysis of Political Communication (SUF edition)

description: Full edition for scientific use. The dataset contains 125871 sentences extracted from Austrian parliamentary debates and party press releases. Press releases were collected under the auspices of the Austrian National Election Study (AUTNES) and cover 6 weeks prior to each national election 1995-2013. Data from parliamentary debates stem from a random sample of sentences drawn from sessions of the Austrian National Council (1995-2013). The sentiment of the sentences was crowdcoded on a five-point-scale ranging from 0 “Not negative” to 5 “Very strongly negative”. As each sentence has been coded by ten coders, there are multiple codingids for each unitid (sentence).
DOI: 10.5281/zenodo.6458329
title: MDR Corona Ticker for NLP

description: Dieser Datensatz enthält einen Crawl der Coronaticker des MDR im Original sowie für Natural Language Processing (NLP) normalisiert. Bilder sind nicht enthalten. Zusätzlich werden diverse Text Mining Analysen beispielhaft durchgeführt und als vorberechnete Beispieldaten sowie frei weiterverwendbare Analyseskripte bereitgestellt.


Bitbucket: https://bitbucket.org/jtiepmar/mdr-corona-ticker-for-nlp
DOI: 10.5281/zenodo.6458330
title: MDR Corona Ticker for NLP

description: Dieser Datensatz enthält einen Crawl der Coronaticker des MDR im Original sowie für Natural Language Processing (NLP) normalisiert. Bilder sind nicht enthalten. Zusätzlich werden diverse Text Mining Analysen beispielhaft durchgeführt und als vorberechnete Beispieldaten sowie frei weiterverwendbare Analyseskripte bereitgestellt.


Bitbucket: https://bitbucket.org/jtiepmar/mdr-corona-ticker-for-nlp
DOI: 10.15468/dl.r3wrdk
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Limosella aquatica",
 "Year 1970-2000"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011359-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6v3tj
title: Occurrence Download

description: A dataset containing 17665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calliptamus barbarus"
 ]
}

 The dataset includes 17665 records from 705 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011356-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub3evb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.97_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011364-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254946
title: Clara gracilis R.C.Lopes & Andreata. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254945
title: Clara gracilis R.C.Lopes & Andreata. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.v6sn7j
title: Occurrence Download

description: A dataset containing 37554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cucumis melo"
 ]
}

 The dataset includes 37554 records from 555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011360-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wz6uqk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"CHN.13.15_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011362-260108223611665/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14505817
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.zx6b96
title: Occurrence Download

description: A dataset containing 1825943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1961-2026"
 ]
}

 The dataset includes 1825943 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011298-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/6v9yct
title: Macroinvertebrates in 57 ponds in the Faroe Islands in 2002

description: The Faroe Islands in the North Atlantic consist of several small islands, and numerous small freshwater ponds can be found on most of them. These ponds are inhabited by species-poor aquatic communities. Faroese ponds are thus simple systems which lend themselves well to studying diversity of water insects and their interactions with the environment, which ultimately contributes to our understanding of patterns of biodiversity. In this study, we systematically collected water beetles and water boatmen from 57 ponds on the islands Streymoy and Eysturoy to obtain information on species distributions, diversity, and community composition, as well as their relationship with habitat characteristics. We found six small species of Dytiscidae and Haliplidae (Coleoptera) and two species of Corixidae (Heteroptera). There was a higher species diversity in shallower ponds, and community composition differed according to pond size. Geographical location and isolation between ponds did not influence diversity and community composition. We thus conclude that the distribution of water beetles and water boatmen in the Faroes is explained by habitat characteristics, specifically size and depth of the pond.