cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sfw37q
title: Occurrence Download

description: A dataset containing 58904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Motacilla alba Linnaeus, 1758",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 58904 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036293-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7vvya
title: Occurrence Download

description: A dataset containing 744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cylas formicarius (Fabricius, 1798)",
 "Year 1000-2022"
 ]
}

 The dataset includes 744 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182502-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2mpse
title: Occurrence Download

description: A dataset containing 141182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.60848 51.35581,-3.1336 51.32419,-2.41511 51.75641,-2.20229 51.98904,-2.29667 52.31159,-2.62045 53.33667,-2.68079 53.3652,-2.87194 53.31225,-3.07206 53.4695,-3.32594 53.41507,-3.42152 53.40795,-5.60848 53.50965,-5.60848 51.35581))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera",
 "Year 2000-2026"
 ]
}

 The dataset includes 141182 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015369-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18632541
title: Verbenaceae J.St.-Hil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18320535
title: Verbenaceae J.St.-Hil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18256080
title: Monthly Standardized Precipitation-Evapotranspiration Index (SPEI) 1990 - 2024 for Ebro basin, Spain at 1km

description: Gridded monthly precipitation and air temperature datasets were used to compute the Standardized Precipitation Evapotranspiration Index (SPEI) at a 3-month accumulation timescale for Ebro basin in Spain at 1km scale. SPEI integrates precipitation and temperature information through the estimation of potential evapotranspiration (PET), which was calculated using the Thornthwaite method (Thornthwaite, 1948) with the outcomes being modelled using a logarithmic distribution.  SPEI calculations were performed using a continuous approach implemented in the MiraMon GIS&RS software (Pons, 2000)(https://www.miramon.cat/Index_eng.htm). The calculation was performed over the period 1990–2024 to ensure a sufficient long period for robust anomaly estimation.

Monthly mean air Temperature (Tmean, °C) and monthly aggregated precipitation (P, mm) were compiled from in situ meteorological observations. Greatest accuracy and station coverage was ensured by combining meteorological networks sources from Spain (AEMET (Agencia Estatal de Meteorología), XEMA - Meteocat (Servei Meteorològic de Catalunya), SAIH (Sistema Automático de Información Hidrológica), SIAR (Sistema de Información Agroclimática para el Regadío), Tragsatec (Tecnologías y Servicios Agrarios, S.A.) and France (Météo France). The resulting dataset spanned from 1990 to 2024 and included data from 2535 meteorological stations distributed across the entire basin.

Each zip file corresponds to one year and includes 12 monthly SPEI3 files.

*Date format : SPEI3_MM_YYYY.tiff
DOI: 10.5281/zenodo.18256079
title: Monthly Standardized Precipitation-Evapotranspiration Index (SPEI) 1990 - 2024 for Ebro basin, Spain at 1km

description: Gridded monthly precipitation and air temperature datasets were used to compute the Standardized Precipitation Evapotranspiration Index (SPEI) at a 3-month accumulation timescale for Ebro basin in Spain at 1km scale. SPEI integrates precipitation and temperature information through the estimation of potential evapotranspiration (PET), which was calculated using the Thornthwaite method (Thornthwaite, 1948) with the outcomes being modelled using a logarithmic distribution.  SPEI calculations were performed using a continuous approach implemented in the MiraMon GIS&RS software (Pons, 2000)(https://www.miramon.cat/Index_eng.htm). The calculation was performed over the period 1990–2024 to ensure a sufficient long period for robust anomaly estimation.

Monthly mean air Temperature (Tmean, °C) and monthly aggregated precipitation (P, mm) were compiled from in situ meteorological observations. Greatest accuracy and station coverage was ensured by combining meteorological networks sources from Spain (AEMET (Agencia Estatal de Meteorología), XEMA - Meteocat (Servei Meteorològic de Catalunya), SAIH (Sistema Automático de Información Hidrológica), SIAR (Sistema de Información Agroclimática para el Regadío), Tragsatec (Tecnologías y Servicios Agrarios, S.A.) and France (Météo France). The resulting dataset spanned from 1990 to 2024 and included data from 2535 meteorological stations distributed across the entire basin.

Each zip file corresponds to one year and includes 12 monthly SPEI3 files.

*Date format : SPEI3_MM_YYYY.tiff
DOI: 10.5281/zenodo.18253970
title: Monthly Soil moisture Anomalies from Sentinel 1 DPA product for Ebro basin, Spain  (2016 - 2024) at 1km

description: Monthly soil moisture anomalies were derived from Sentinel-1 dual-polarisation SAR–based soil moisture (DPA; Fan et al., 2025) at 1 km spatial resolution. Soil moisture anomaly (SMA) provides a direct measure of plant-available water stress and is therefore closely linked to agricultural drought impacts, including reductions in crop yield and agricultural productivity.  SMA is the indicator used by the Copernicus Global Drought Observatory (GDO) to identify the onset and duration of agricultural drought, defined as periods of abnormally low soil moisture availability affecting vegetation and crops. In this dataset, the GDO formulation was adapted to a monthly temporal resolution and computed over the available data period of DPA from 2016 to 2024.  Anomaly values are expressed in units of standard deviation.

Dataset was produced for the Ebro Basin, the largest river catchment in Spain, located in the northeast of Iberian Peninsula. The basin covers an area of about 85,600 km²  and it is bounded between the three meteorological domains of this region of SW Europe: Atlantic, European continental and Mediterranean. 

Each zip file corresponds to one year and includes 12 monthly soil moisture anomalies GeoTIFF files. 

 

*Date format : DPA_YYYYMM_SMA.tiff
DOI: 10.5281/zenodo.18253969
title: Monthly Soil moisture Anomalies from Sentinel 1 DPA product for Ebro basin, Spain  (2016 - 2024) at 1km

description: Monthly soil moisture anomalies were derived from Sentinel-1 dual-polarisation SAR–based soil moisture (DPA; Fan et al., 2025) at 1 km spatial resolution. Soil moisture anomaly (SMA) provides a direct measure of plant-available water stress and is therefore closely linked to agricultural drought impacts, including reductions in crop yield and agricultural productivity.  SMA is the indicator used by the Copernicus Global Drought Observatory (GDO) to identify the onset and duration of agricultural drought, defined as periods of abnormally low soil moisture availability affecting vegetation and crops. In this dataset, the GDO formulation was adapted to a monthly temporal resolution and computed over the available data period of DPA from 2016 to 2024.  Anomaly values are expressed in units of standard deviation.

Dataset was produced for the Ebro Basin, the largest river catchment in Spain, located in the northeast of Iberian Peninsula. The basin covers an area of about 85,600 km²  and it is bounded between the three meteorological domains of this region of SW Europe: Atlantic, European continental and Mediterranean. 

Each zip file corresponds to one year and includes 12 monthly soil moisture anomalies GeoTIFF files. 

 

*Date format : DPA_YYYYMM_SMA.tiff
DOI: 10.5281/zenodo.17206219
title: Serverless Data Archive of EU Crop Boundaries and Type

description: A combined dataset that indicates field boundaries and crop type from Sentinel-2 satellite imagery produced by Planet Lab. 

Pmtiles has been adopted to serve this dataset as serverless web-visualizing puroposes. The processing (combine > convert) script from separate field boundaries (.parquet) and crop classfication (.csv) is convert_field_boundaries.ipynb. To visit the orginal dataset on Zenodo please visit the additional links down below.

You can visualize the data file: field_boundaries_crop_classification.pmtiles, by dropping it to PMTiles viewer (https://pmtiles.io). Check out the animation (visualize_via_pmtile_viewer.gif) for how to do it with a single url copying. 

Additional links



EU field boundaries (https://doi.org/10.5281/zenodo.14229033)

EU crop mapping on field boundaries (https://doi.org/10.5281/zenodo.14842659)
DOI: 10.5281/zenodo.17206218
title: Serverless Data Archive of EU Crop Boundaries and Type

description: A combined dataset that indicates field boundaries and crop type from Sentinel-2 satellite imagery produced by Planet Lab. 

Pmtiles has been adopted to serve this dataset as serverless web-visualizing puroposes. The processing (combine > convert) script from separate field boundaries (.parquet) and crop classfication (.csv) is convert_field_boundaries.ipynb. To visit the orginal dataset on Zenodo please visit the additional links down below.

You can visualize the data file: field_boundaries_crop_classification.pmtiles, by dropping it to PMTiles viewer (https://pmtiles.io). Check out the animation (visualize_via_pmtile_viewer.gif) for how to do it with a single url copying. 

Additional links



EU field boundaries (https://doi.org/10.5281/zenodo.14229033)

EU crop mapping on field boundaries (https://doi.org/10.5281/zenodo.14842659)
DOI: 10.15468/dl.5dxyzu
title: Occurrence Download

description: A dataset containing 2681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Asia, Europe, North America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chenopodium ficifolium"
 ]
}

 The dataset includes 2681 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015442-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbdfbd
title: Occurrence Download

description: A dataset containing 14644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Platalea minor",
 "Year 2020-2026"
 ]
}

 The dataset includes 14644 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015443-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.25917.73444
title: 2008_Bangladesh J. Mushroom_Effect of Ganoderma lucidum
DOI: 10.5281/zenodo.18284312
title: Lamiales Bromhead. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18632546
title: Lamiales Bromhead. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.15468/dl.t5zty8
title: Occurrence Download

description: A dataset containing 89732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colibri delphinae"
 ]
}

 The dataset includes 89732 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015322-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn6t5e
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pamphorichthys araguaiensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 141 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015444-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18434/mds2-4091
title: NIST Reverberation Chamber S-Parameter Dataset for Deep Learning-Based Position Inference
DOI: 10.25824/redu/paolga
title: Comparative analysis of Colombian Colubrid venoms and characterization of toxins from Leptodeira ornata venom

description: This project contains the metadata for the comparative analysis of 4 colombian colubrid venoms.
DOI: 10.15468/dl.vtzc86
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops venezuelensis"
 ]
}

 The dataset includes 134 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015445-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bssyen
title: Occurrence Download

description: A dataset containing 2949 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis"
 ]
}

 The dataset includes 2949 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015447-260208012135463/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.cc2f6qbq
title: CCDC 2240783: Experimental Crystal Structure Determination

description: Related Article: Bing Yan, Miao Zhang, Lihua Liu, Yizhen Song, Qiuxia Han, Pengtao Ma|2025|J.Mol.Struct.|1335|141845|doi:10.1016/j.molstruc.2025.141845
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.cc2f6qcr
title: CCDC 2240784: Experimental Crystal Structure Determination

description: Related Article: Bing Yan, Miao Zhang, Lihua Liu, Yizhen Song, Qiuxia Han, Pengtao Ma|2025|J.Mol.Struct.|1335|141845|doi:10.1016/j.molstruc.2025.141845
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.cc2f6qds
title: CCDC 2240785: Experimental Crystal Structure Determination

description: Related Article: Bing Yan, Miao Zhang, Lihua Liu, Yizhen Song, Qiuxia Han, Pengtao Ma|2025|J.Mol.Struct.|1335|141845|doi:10.1016/j.molstruc.2025.141845
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.cc2qc6q1
title: CCDC 2513223: Experimental Crystal Structure Determination

description: Related Article: Amr A. Arishi, Darren C. Holland, Joe Bracegirdle, Paul A. Nedelkos, Luke W. Garratt, Liza Mantjani, Stephen A. Moggach, Ernest Lacey, Daniel Vuong, John A. Kalaitzis, Nicolau Sbaraini, Andrew M. Piggott, Yit-Heng Chooi|2026|J.Nat.Prod.|||doi:10.1021/acs.jnatprod.5c01541
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: 10.5281/zenodo.18632544
title: PRAGMATIC CHARACTERISTICS OF FACIAL DEIXIS

description: This paper examines the pragmatic characteristics of facial deixis as a key category in communicative linguistics and pragmatics. Particular attention is paid to the dependence of the interpretation of facial deictic units on the communicative situation, the context of communication, and the speaker's intentions. The egocentric nature of facial deixis is analyzed, as well as its role in reflecting social and role relationships between communicants. The paper demonstrates that personal pronouns and other means of expressing facial deixis lack stable meaning outside of a specific speech act and acquire pragmatic significance only in real-life communication. Pragmatic parameters such as subjectivity, intentionality, politeness, and the manipulative potential of facial deixis are examined. Examples of facial deixis functioning in various types of discourse, including everyday, artistic, and institutional, are provided. The research results can be used in courses on pragmatics, communication theory, and discourse analysis, as well as in further linguistic research on deixis.
DOI: 10.5281/zenodo.18632545
title: PRAGMATIC CHARACTERISTICS OF FACIAL DEIXIS

description: This paper examines the pragmatic characteristics of facial deixis as a key category in communicative linguistics and pragmatics. Particular attention is paid to the dependence of the interpretation of facial deictic units on the communicative situation, the context of communication, and the speaker's intentions. The egocentric nature of facial deixis is analyzed, as well as its role in reflecting social and role relationships between communicants. The paper demonstrates that personal pronouns and other means of expressing facial deixis lack stable meaning outside of a specific speech act and acquire pragmatic significance only in real-life communication. Pragmatic parameters such as subjectivity, intentionality, politeness, and the manipulative potential of facial deixis are examined. Examples of facial deixis functioning in various types of discourse, including everyday, artistic, and institutional, are provided. The research results can be used in courses on pragmatics, communication theory, and discourse analysis, as well as in further linguistic research on deixis.
DOI: 10.5517/ccdc.csd.cc2px3xn
title: CCDC 2499682: Experimental Crystal Structure Determination

description: Related Article: Guoping Liu, Jun Jiang, Baoxing Zeng, Yanzhou Li, Lijuan Chen, Junwei Zhao|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05706
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.cc2p1496
title: CCDC 2473747: Experimental Crystal Structure Determination

description: Related Article: Xin Zheng, Xue-Song Wu, Hong-Yan Li, Xingqi Han, Yu Tian, Xinlong Wang, Zonghang Li, Zhong-Min Su|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05341
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: 10.5281/zenodo.18244973
title: Asterales Link. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18632552
title: Asterales Link. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18632531
title: ICAP Data

description: ICAP Data
DOI: 10.5281/zenodo.18296644
title: Poales J.Small. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18632563
title: Poales J.Small. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.1.

description: Citable snapshot. Includes PDF and CSV of collections. Date: February 13th, 2026 at 11:08
DOI: 10.5281/zenodo.18632166
title: Community-based Essential Fish Habitats in Mediterranean Sea

description: This dataset contains hurdle model outputs generated by Moullec et al. in support of an article submitted to Diversity and Distributions. R code available at https://github.com/MoullecF/Community_based_EFHs.
DOI: 10.5281/zenodo.18632167
title: Community-based Essential Fish Habitats in Mediterranean Sea

description: This dataset contains hurdle model outputs generated by Moullec et al. in support of an article submitted to Diversity and Distributions. R code available at https://github.com/MoullecF/Community_based_EFHs.
DOI: 10.15468/dl.28ytch
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect (Coleoptera) Biodiversity Across Forest Canopy and Understorey in SE-Asia BIFA5_026"
 ]
}

 The dataset includes 1073 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015448-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.