cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pp9tsn
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.372 3.45517, 101.30161 3.449601, 101.232956 3.43303, 101.16773 3.405867, 101.10754 3.36878, 101.053868 3.322685, 101.008037 3.268717, 100.971174 3.208206, 100.944187 3.142643, 100.927738 3.073644, 100.922229 3.002907, 100.927795 2.932175, 100.944296 2.863188, 100.971324 2.797646, 101.008213 2.73716, 101.054053 2.68322, 101.107716 2.637153, 101.16788 2.600092, 101.233065 2.572949, 101.301667 2.556391, 101.372 2.550826, 101.442333 2.556391, 101.510935 2.572949, 101.57612 2.600092, 101.636284 2.637153, 101.689947 2.68322, 101.735787 2.73716, 101.772676 2.797646, 101.799704 2.863188, 101.816205 2.932175, 101.821771 3.002907, 101.816262 3.073644, 101.799813 3.142643, 101.772826 3.208206, 101.735963 3.268717, 101.690132 3.322685, 101.63646 3.36878, 101.57627 3.405867, 101.511044 3.43303, 101.44239 3.449601, 101.372 3.45517))"},{"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 743 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001019-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18319903
title: Stapfochloa ciliata (Sw.) P.M.Peterson. 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 16:55
DOI: 10.5281/zenodo.18319904
title: Stapfochloa ciliata (Sw.) P.M.Peterson. 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 16:55
DOI: 10.15468/dl.uy6w4u
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Felis chaus"
 ]
}

 The dataset includes 312 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001020-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew5egz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.923 -0.066815, 102.852737 -0.072382, 102.784204 -0.088946, 102.719088 -0.116098, 102.658993 -0.153171, 102.605397 -0.199251, 102.559622 -0.253204, 102.522793 -0.313701, 102.495817 -0.379254, 102.479359 -0.448248, 102.473824 -0.518984, 102.479349 -0.5897210000000001, 102.495798 -0.658717, 102.522767 -0.7242729999999999, 102.559591 -0.784775, 102.605365 -0.838733, 102.658962 -0.884818, 102.719062 -0.921895, 102.784185 -0.949051, 102.852727 -0.965616, 102.923 -0.971184, 102.993273 -0.965616, 103.061815 -0.949051, 103.126938 -0.921895, 103.187038 -0.884818, 103.240635 -0.838733, 103.286409 -0.784775, 103.323233 -0.7242729999999999, 103.350202 -0.658717, 103.366651 -0.5897210000000001, 103.372176 -0.518984, 103.366641 -0.448248, 103.350183 -0.379254, 103.323207 -0.313701, 103.286378 -0.253204, 103.240603 -0.199251, 103.187007 -0.153171, 103.126912 -0.116098, 103.061796 -0.088946, 102.993263 -0.072382, 102.923 -0.066815))"},{"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/0001021-260120142942310/datasets/export for details.
DOI: 10.3535/md9-61s-40p
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qh8-vsh-dq3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/19q-z13-r55
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qf2-exp-688
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfl-2fe-d10
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1k9-c1y-z1x
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdn-f6l-8hj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jay-z19-9kj
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfb-cme-8gj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtl-amz-0yl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rh1-m1f-9a6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65z-pbm-ng8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfa-mqk-p8d
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/naa-d7r-27x
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbh-xjl-6ff
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hz2-ysa-7e9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xl4-53q-18p
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xl5-pr3-y1m
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5kz-byh-2s1
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/esd-sk7-787
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7q-t0v-j96
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egv-lq1-9p4
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l19-nf7-28j
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qam-922-qh5
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01s-yl8-hmm
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3g0-w60-84z
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sxc-3yw-pt1
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5nr-n7k-k58
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qze-l5s-zms
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gly-vbp-bma
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z66-v6y-crl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zfy-t6a-vpc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a0m-wb0-kb6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pt7-9pa-sr6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zy4-x3g-vw7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/49p-ggq-jva
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6lb-h9p-k1z
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jr5vhm
title: Occurrence Download

description: A dataset containing 15750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalopterus ornatus"
 ]
}

 The dataset includes 15750 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001023-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7rl-xzq-6rc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsw-6v2-vj6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0f-fex-d59
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fssdjm
title: Occurrence Download

description: A dataset containing 17135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ehrharta erecta"
 ]
}

 The dataset includes 17135 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024461-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqsd5n
title: Occurrence Download

description: A dataset containing 885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria capitata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 885 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024463-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3r7uk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria capitata",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024462-250811113504898/datasets/export for details.
DOI: 10.15468/dl.pywjnu
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria capitata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 372 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024464-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14446666
title: BODY MASS INDEX CLASSIFICATION COMPARISON IN PREDICTING OBESITY AMONG ADULTS INDONESIAN USING K-MEANS CLUSTERING DATASET

description: The dataset consists of anthropometric and demographic data collected from adult individuals in Indonesia. It includes the following variables:



Gender: Indicates the gender of the individual, categorized as Male or Female.

Age: Represents the age of the individual in years.

Height: The height of the individual in meters.

Weight: The weight of the individual in kilograms.

BMI (Body Mass Index): Calculated using the formula BMI=Weight (kg)Height (m)2BMI=Height (m)2Weight (kg).

Label: The BMI classification of the individual, categorized into classes such as Normal and Obese.


The dataset provides a basis for clustering and classification analysis to explore patterns in BMI distributions and predict obesity using the K-Means algorithm. It highlights gender and age-related BMI variations across the Indonesian adult population, supporting the evaluation of clustering performance in predicting obesity trends.
DOI: 10.6084/m9.figshare.28738190.v25
title: Syllogistic reasoning pdf v1-2-3-4.rar

description: Logic and being
DOI: 10.15468/dl.as7evy
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((51.92868 16.95837,172.07132 16.95837,172.07132 65.04163,51.92868 65.04163,51.92868 16.95837))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Populus davidiana Dode"
 ]
}

 The dataset includes 1294 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012822-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29106731
title: Project.zip

description: Supporting materials for Neurips2025 submission
DOI: 10.15468/dl.tg6ry4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca grandiflora",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049025-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/a60f52b8-0f9f-44f6-aca4-861cb461a0eb
title: Location data of worker bumblebees across an agricultural landscape in Buckinghamshire, UK

description: This dataset contains locations of worker bumblebees of five species (Bombus terrestris, B. lapidarius, B. pascuorum, B. hortorum, B. ruderatus) across an agricultural landscape centred on the Hillesden Estate, Buckinghamshire, UK. Locations were recorded in the field using a handheld GPS unit. Workers were non-lethally DNA sampled between June and August 2011, and genetic analysis used to confirm species and assign individuals to full-sib groups (colonies). Data were collected as part of a project led by the Centre for Ecology & Hydrology, funded under the Insect Pollinators Initiative.
description: Worker locations were recorded in the field using a handheld GPS (Garmin Etrex 10, accurate to 3m). Worker bumblebee DNA was sampled non-lethally, stored, extracted, genotyped and individuals assigned to species and full-sib groups (colonies) using recognised standard protocols. Data were checked for errors at all stages by staff at the Centre for Ecology & Hydrology and at the Institute of Zoology.
DOI: 10.5281/zenodo.15864262
title: Electrostatic comb-drive actuators for nanoelectromechanical photonics: theory, design, fabrication, and characterization
DOI: 10.5281/zenodo.15864261
title: Electrostatic comb-drive actuators for nanoelectromechanical photonics: theory, design, fabrication, and characterization
DOI: 10.5285/60764028-adeb-4316-987a-14b3b21a8f9a
title: Land Cover Map 2015 (vector, N. Ireland)

description: This dataset consists of the vector version of the Land Cover Map 2015 (LCM2015) for Northern Ireland.  The vector data set is the core LCM data set from which the full range of other LCM2015 products is derived. It provides a number of attributes including land cover at the target class level (given as an integer value and also as text), the number of pixels within the polygon classified as each land cover type and a probability value provided by the classification algorithm (for full details see the LCM2015 Dataset Documentation).  The 21 target classes are based on the Joint Nature Conservation Committee (JNCC) Broad Habitats, which encompass the entire range of UK habitats.  LCM2015 is a land cover map of the UK which was produced at the Centre for Ecology & Hydrology by classifying satellite images from 2014 and 2015 into 21 Broad Habitat-based classes. 

LCM2015 consists of a range of raster and vector products and users should familiarise themselves with the full range (see related records, the CEH web site and the LCM2015 Dataset documentation) to select the product most suited to their needs. 

LCM2015 was produced at the Centre for Ecology & Hydrology by classifying satellite images from 2014 and 2015 into 21 Broad Habitat-based classes. It is one of a series of land cover maps, produced by UKCEH since 1990.  They include versions in 1990, 2000, 2007, 2015, 2017, 2018 and 2019.
description: For LCM2015, per-pixel classifications were conducted, using a random forest classification algorithm to classify the different land cover types. The resultant classifications were then mosaicked together, with the best classifications taking priority. This produced a per-pixel classification of the UK, which was then 'imported' into the spatial framework, recording a number of attributes, including the majority class per polygon which is the Land Cover class for each polygon. The 25m raster classification product is the majority class per polygon i.e. the dominant class for each polygon.
LCM2015 uses a spatial framework that is similar to the LCM2007 framework. For both LCM2007 and LCM2015 the framework is based on generalised OS MasterMap (R). The generalisation (or simplification) process was used to remove very small objects, which provided unnecessary detail. In LCM2007 larger polygons were split using image segmentation; however this was not done for LCM2015.
DOI: 10.5285/fbb03aba-ad1c-438a-a3b3-2a99bc1baaf8
title: Modelled global soil carbon change based on different management and climate scenarios from 2030 to 2100

description: The data set shows the modelled change of soil organic carbon under different managements in agriculture for different climate scenarios globally. Dataset includes the change to a business as usual scenario for different soil managements for each decade from 2030 to 2100.
The work was supported by the Natural Environment Research Council (NE/P019455/1)  

description: The global data was modelled with the model ECOSSE (Estimating Carbon in Organic Soils – Sequestration and Emissions) with the use of global data sets for soil (harmonised world soil database) and climate (CRU dataset). The business as usual (BAU) scenario was modelled for the crop wheat and conventional tillage practice. The produced data set presents the difference to the BAU scenario by simulating different managements (reduced till, no till, residue incorporation, cover cropping, and manure) and climate scenarios based on the data sets of the Climate Research Unite of University of East Anglia (A1B – a moderate climate change scenario under rapid economic growth but balanced over all sectors, A2 – a worst case climate scenario with regional heterogeneous economic growth) in the years 2050 and 2100.
DOI: 10.15468/dl.rt746p
title: Occurrence Download

description: A dataset containing 25478 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meetnetten.be - Bat winter roosts counts (totals per site) Flanders, Belgium"
 ]
}

 The dataset includes 25478 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002031-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30675017
title: Survey

description: survey about weather forecasting, herd sharing and herd breeding practice in inner mongolia
DOI: 10.6084/m9.figshare.30675017.v1
title: Survey

description: survey about weather forecasting, herd sharing and herd breeding practice in inner mongolia
DOI: 10.15468/dl.3tk8f6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Andorra",
 "OccurrenceStatus is Present",
 "TaxonKey is Herzogiella seligeri"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17668510
title: CONDUCTOR UC1 - ALMELO - Weather data

description: This dataset contains hourly meteorological data retrieved from the Dutch Royal Meteorological Institute (KNMI). The file also contains the metadata.
DOI: 10.5281/zenodo.17668511
title: CONDUCTOR UC1 - ALMELO - Weather data

description: This dataset contains hourly meteorological data retrieved from the Dutch Royal Meteorological Institute (KNMI). The file also contains the metadata.
DOI: 10.15468/dl.qu88zz
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phylloscopus budongoensis",
 "Year 2024-2025"
 ]
}

 The dataset includes 419 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002033-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.