cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fdyt4n
title: Occurrence Download

description: A dataset containing 193454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viola arvensis)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 193454 records from 1546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072802-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jbnm5
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys aureosulcata McClure)"
 ]
}

 The dataset includes 325 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003375-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z64bnv
title: Occurrence Download

description: A dataset containing 22382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia decurrens Willd."
 ]
}

 The dataset includes 22382 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003376-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13379598
title: Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes

description: Post-processed CPM simulation datasets used for the paper "Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes".
DOI: 10.5281/zenodo.13379599
title: Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes

description: Pre-processed CPM output files used for the paper "Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes".
DOI: 10.5281/zenodo.13738866
title: Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes

description: Pre-processed CPM simulation datasets used for the paper "Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes".
DOI: 10.5281/zenodo.14228241
title: Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes

description: Post-processed CPM simulation datasets used for the paper "Attribution of 2022 August Heavy Precipitation Event in South Korea Using High-resolution Pseudo Global Warming Simulations: Sensitivity to Vertical Temperature Changes".
DOI: 10.15468/dl.tq67b4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys bissetii McClure)"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003378-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sb25d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys carnea G.H.Ye & Z.P.Wang)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003381-241126133413365/datasets/export for details.
DOI: 10.15468/dl.9sf69j
title: Occurrence Download

description: A dataset containing 3016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Botaurus poiciloptilus (Wagler, 1827)"
 ]
}

 The dataset includes 3016 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003382-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6nj4a
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys circumpilis C.Y.Yao & S.Y.Chen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003384-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwnn9j
title: Occurrence Download

description: A dataset containing 20125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachyura"
 ]
}

 The dataset includes 20125 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003383-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkk6ga
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys compar W.Y.Zhang & N.X.Ma)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003385-241126133413365/datasets/export for details.
DOI: 10.15468/dl.93s36a
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Porthidium Cope, 1871",
 "Year 2000-2024"
 ]
}

 The dataset includes 188 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003386-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv9jva
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys corrugata G.H.Lai)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003387-241126133413365/datasets/export for details.
DOI: 10.15468/dl.vqps5z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Phyllostachys danxiashanensis N.H.Xia & X.R.Zheng)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003388-241126133413365/datasets/export for details.
DOI: 10.7801/467
title: MBI-KG: Replication package for a knowledge graph of structured and linked economic research data extracted from the 1937 book "Die Maschinen-Industrie im Deutschen Reich"

description: The replication package for the MaschinenBauIndustrie Knowledge Graph (MBI-KG) provides all necessary resources for reproducing the structured and semantically enriched dataset derived from the 1937 book “Die Maschinen-Industrie im Deutschen Reich.” This package includes the scanned images, OCR-extracted data, structured datasets, semantically enriched datasets, and scripts used for data transformation, semantic enrichment, and integration into the open-source knowledge graph platform. Documentation guides users through the entire replication process, from raw data extraction to knowledge graph generation. Please note that due to manual quality checks applied to the data, the bulk files included in this package may differ slightly from results generated solely using the provided scripts. These quality checks ensure enhanced data accuracy and reliability for users of the bulk files. The package also includes data export files in CSV, RDF (ttl), JSON, and NDJSON formats to ensure compatibility with various analytical tools, as well as SPARQL queries, API scripts, and bulk data downloads to support advanced querying and integration. This replication package promotes transparency and reproducibility, offering a valuable resource for researchers in economic history, digital humanities, and data science to further explore Germany's mechanical engineering industry in the early 20th century.
DOI: 10.15468/dl.bgf73q
title: Occurrence Download

description: A dataset containing 32930415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32930415 records from 2837 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003377-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14894074
title: Sample data for training EPIC-IIASA global gridded crop model emulators

description: This repository provides intermediary and output data required to reproduce the study Folberth et al. (submitted) "CROMES v1.0: A flexible CROp Model Emulator Suite for climate impact assessment". Associated code is provided in a separate repository at https://doi.org/10.5281/zenodo.14901127. Raw data can be obtained from the references.

 

The below folder structure shows how the project should be orgainzed to match the code repository. Herein, we provide separate zipped folders for the lowest level, e.g., processed, auxiliary.

 

project_name/                        ### Main folder, by default labelled cromes in the associated code repository+-- data/                                ## All input and auxiliary data¦   +-- raw/                             # Immutable raw data. Not included here but referenced in the publication¦   +-- processed/                   # Cleaned and processed data. I.e., explanatory and target features for¦   +-- auxiliary/                      # Data required for evaluations and visualization¦   +-- temp/                          # Temporary storage of train/predict-ready feature files+-- src/                                  ## All code required for training and evaluating emulators¦   +-- features/                      # Feature engineering scripts (included in separate repository)¦   +-- models/                       # Model training and evaluation scripts (included in separate repository)¦   +-- visualization/               # Scripts for generating visualizations  (included in separate repository)+-- output/                            ## Target folder for all outputs, here pre-populated    +-- models/                       # Emulator model files    +-- feature_importance     # Feature importances for pre-trained emulator models    +-- figures/                        # Generated plots and figures (selected plots from the publication)    +-- tables/                         # Generated tables (performance metrics, etc.)    +-- predictions/                 # Generated crop yield predictions    +-- evals/                           # Evaluations
DOI: 10.15468/dl.wfsrhw
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.13.8_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 485ff490-e3b7-11db-9acc-b8a03c50a862",
 "Year 1980-1980"
 ]
}

 The dataset includes 74 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003138-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.28457054
title: Comparing the effectiveness and performance of semi-organic fertilizers to inorganic fertilizers in terms of the growth, yield and quality of potato crops

description: The aim of this study was to compare the effectiveness and performance of semi-organic fertilizers to inorganic fertilizers in terms of the growth, yield and quality of potato crops. The study was conducted as two field trials during the 2023-2024 growing seasons at the Innovation Africa Campus of the University of Pretoria. Each trial consisted of seven different fertilizer treatments and three replicates, arranged in a randomized complete block design. The crop was grown under irrigated conditions and baseline fertilization for each treatment was set at 240 kg ha⁻¹ N; 110 kg ha⁻¹ P and 200 kg ha⁻¹ K. Canopy cover and leaf N content were measured during the growing season, the harvest index, yield and nutrient use efficiency (NUE) were calculated, and the tuber specific gravity (SG) and dry matter (DM) content were determined after harvest. The average yield obtained in Trials 1 and 2 were 46 081 kg ha⁻¹ and 23 402 kg ha⁻¹, respectively. Two semi-organic fertilizer treatments consistently achieved higher yields compared to the inorganic fertilizer treatment, and also obtained better NUE values. No significant differences were observed in the tuber quality traits between the different fertilizer treatments. The results of the present study suggest that semi-organic fertilizers had a positive impact on the growth and yield of potatoes, compared to inorganic fertilizers, however, it did not have a positive impact on the harvest index or tuber quality of potatoes. In general, semi-organic fertilizers can be recommended to optimize potato production, however, its performance will depend on the specific fertilizer source that is used.
DOI: 10.25403/upresearchdata.28457054.v1
title: Comparing the effectiveness and performance of semi-organic fertilizers to inorganic fertilizers in terms of the growth, yield and quality of potato crops

description: The aim of this study was to compare the effectiveness and performance of semi-organic fertilizers to inorganic fertilizers in terms of the growth, yield and quality of potato crops. The study was conducted as two field trials during the 2023-2024 growing seasons at the Innovation Africa Campus of the University of Pretoria. Each trial consisted of seven different fertilizer treatments and three replicates, arranged in a randomized complete block design. The crop was grown under irrigated conditions and baseline fertilization for each treatment was set at 240 kg ha⁻¹ N; 110 kg ha⁻¹ P and 200 kg ha⁻¹ K. Canopy cover and leaf N content were measured during the growing season, the harvest index, yield and nutrient use efficiency (NUE) were calculated, and the tuber specific gravity (SG) and dry matter (DM) content were determined after harvest. The average yield obtained in Trials 1 and 2 were 46 081 kg ha⁻¹ and 23 402 kg ha⁻¹, respectively. Two semi-organic fertilizer treatments consistently achieved higher yields compared to the inorganic fertilizer treatment, and also obtained better NUE values. No significant differences were observed in the tuber quality traits between the different fertilizer treatments. The results of the present study suggest that semi-organic fertilizers had a positive impact on the growth and yield of potatoes, compared to inorganic fertilizers, however, it did not have a positive impact on the harvest index or tuber quality of potatoes. In general, semi-organic fertilizers can be recommended to optimize potato production, however, its performance will depend on the specific fertilizer source that is used.
DOI: 10.15468/dl.62ytf9
title: Occurrence Download

description: A dataset containing 22863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71.6 67.125,64.78095 74.37024,25.57143 76.92738,-11.08095 59.87976,-27.27619 28.76786,42.61905 27.0631,71.6 67.125))",
 "TaxonKey is Euphorbia palustris L."
 ]
}

 The dataset includes 22863 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003143-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e6p4h
title: Occurrence Download

description: A dataset containing 1305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Oreotrochilus melanogaster Gould, 1847"
 ]
}

 The dataset includes 1305 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003144-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g6qgj
title: Occurrence Download

description: A dataset containing 363582 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monarch Watch"
 ]
}

 The dataset includes 363582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003136-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgy4rt
title: Occurrence Download

description: A dataset containing 14434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaenerion latifolium (L.) Sweet"
 ]
}

 The dataset includes 14434 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003141-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xpsj3
title: Occurrence Download

description: A dataset containing 51000 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((43.57953 -23.17909, 43.80314 -23.17909, 43.80314 -22.86537, 43.57953 -22.86537, 43.57953 -23.17909))"
 ]
}

 The dataset includes 51000 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003139-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcysgh
title: Occurrence Download

description: A dataset containing 41775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((20.78788 57.44649,0.68166 62.15889,-13.76969 53.67658,-23.8228 29.80043,23.30116 26.03052,20.78788 57.44649))",
 "TaxonKey is Euphorbia verrucosa L."
 ]
}

 The dataset includes 41775 records from 485 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003140-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14916450
title: AI-based fish detections at OBSEA Underwater Observatory

description: This dataset contains AI-based fish detections at the OBSEA Underwater Observatory (NW Mediterranean sea). The model is a YOLOv8 xlarge trained with labeled underwater pictures from OBSEA. The model can be found here.

The analyzed pictures contains the pictures of OBSEA cameras pointing to an aritificial concrete biotop located in the OBSEA area. The time coverage of the dataset is from 2023-01-13 to 2025-02-22. 

Data

The data file in CSV format includes the following columns:



timestamp: Time instance when the picture was taken (in UTC)

SourceImage: URL of the source image

ProcessedImage: URL of the processed image with detections + bounding boxes

SENSOR_ID: Name of the camera that took the picture

Diplodus puntazzo: Number of specimens detected

Oblada melanurus:  Number of specimens detected

Parablennius gattorugine: Number of specimens detected

Sarpa salpa: Number of specimens detected 

Seriola dumerili:  Number of specimens detected

Serranus cabrilla: Number of specimens detected

Sparus aurata: Number of specimens detected

Symphodus mediterraneus:  Number of specimens detected

Diplodus sargus: Number of specimens detected

Diplodus vulgaris: Number of specimens detected

Epinephelus costae: Number of specimens detected

Aetomylaeus bovinus: Number of specimens detected

Chromis chromis: Number of specimens detected

Coris julis: Number of specimens detected

Dentex dentex: Number of specimens detected

Diplodus cervinus:  Number of specimens detected

Epinephelus marginatus:  Number of specimens detected

Mullus surmuletus:  Number of specimens detected

Muraena helena: Number of specimens detected

Oblada melanurus:  Number of specimens detected

Parablennius gattorugine: Number of specimens detected

Sarpa salpa: Number of specimens detected 

Seriola dumerili:  Number of specimens detected

Serranus cabrilla: Number of specimens detected

Sparus aurata: Number of specimens detected

Symphodus mediterraneus:  Number of specimens detected


Spatial coverage

All pictures where taken at OBSEA underwater observatory, off-the-coast of Vilanova i la Geltrú, Spain. 




 Longitude
  Latitude
depth


1.75257
41.18212
20 m