cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k7s6kf
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scurrula pulverulenta (Wall.) G.Don"
 ]
}

 The dataset includes 80 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104141-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kuebp
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia smithii E.Peter"
 ]
}

 The dataset includes 50 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104142-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xr3wry
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus passaviensis Zíla"
 ]
}

 The dataset includes 119 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104143-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwge7u
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenus crassus (Levyns) T.L.Elliott & Muasya"
 ]
}

 The dataset includes 91 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104144-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcgfct
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizachyrium gresicola Jacq.-Fél."
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104145-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hvmk2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scurrula rhopalocarpa (Kurz) Danser"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104146-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10931951
title: anas_carolinensis_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.10931952
title: anas_carolinensis_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.15468/dl.gre3md
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia smyrnaea Boiss."
 ]
}

 The dataset includes 30 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104147-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjqcgp
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus passionis A.Beek & K.Meijer"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104149-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4ac2w
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizachyrium impressum (Hack.) A.Camus"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104150-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9qn9g
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenus crinitus T.L.Elliott & Muasya"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104148-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psrz8f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scurrula robertsonii (Gamble) Danser"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104151-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-22u-gtqu
title: Multiyear in-situ L-band microwave radiometry of land surface processes on the Tibetan Plateau

description: We report a unique multiyear L-band microwave radiometry dataset collected at the Maqu site on the eastern Tibetan Plateau and demonstrate its utilities in advancing our understandings of microwave observations of land surface processes. The presented dataset contains measurements of L-band brightness temperature by an ELBARA-III microwave radiometer in horizontal and vertical polarization, profile soil moisture and soil temperature, turbulent heat fluxes, and meteorological data from the beginning of 2016 till August 2019, while the experiment is still continuing. Auxiliary vegetation and soil texture information collected in dedicated campaigns are also reported. This dataset can be used to validate the Soil Moisture and Ocean Salinity (SMOS) and Soil Moisture Active Passive (SMAP) satellite based observations and retrievals, verify radiative transfer model assumptions and land surface model and reanalysis outputs, retrieve soil properties, as well as to quantify land-atmosphere exchanges of energy, water and carbon and help to reduce discrepancies and uncertainties in current Earth System Models (ESM) parameterizations. Measurement cases in winter, pre-monsoon, monsoon and post-monsoon periods are presented.
DOI: 10.17026/dans-25b-fdc3
title: Data underlying the publication: Soil resistance and recovery during Neotropical forest succession

description: To provide a general picture of how soil properties change during secondary succession, we collected soil samples from 21 secondary forest chronosequences across the Neotropics. For the 21 chonosequence sites, we sampled soils from active cropland or pasture (if possible), secondary forests that differ in age, and old-growth forest. To assess changes in soil conditions, we used six soil properties: pH, bulk density, total organic carbon (C), total nitrogen (N), extractable phosphorus (P), and the ratio between C:N.
DOI: 10.17026/dans-2bf-wczq
title: Spatial Adaptation Pathways for the Indus basin

description: Dataset of spatial and aggregated simulated pathways data for irrigation water demand and wheat production, belonging to the article 'Water or Wheat? Spatial pathways to reconcile water and food security in the Indus basin.'
DOI: 10.17026/dans-2bn-wdke
title: Protocol for on-farm health assessment of growing-finishing pigs

description: This document contains the protocol used in the ‘Enlighted pigs’ project to perform health observations in growing-finishing pigs. This protocol was created based on the Welfare Quality® protocol (Welfare Quality®, 2009), the smartphone application FitForPigs (FitForPigs, 2020), the protocol developed by Bus et al. (2023) and was supplemented with literature if necessary. This protocol includes six multilevel and eight binary health scores to be performed at the individual level. Each health score includes a description of the health issue, the scale of scores to be attributed, a brief explanation of the differences between each score and pictures to illustrate them. In our studies, the health scores were given live by a single observer standing in the pen. A complete pen containing 7 pigs was assessed in 20 to 30 minutes and pigs were touched or moved for better visibility during the assessment. Each animal was identified using its ear tag. Pigs within a pen were assessed in a random order.
DOI: 10.15468/dl.7669jf
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia somalensis Vatke"
 ]
}

 The dataset includes 24 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104152-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-2c7-5v8y
title: Risk factors of chronic kidney disease in Cisplatin-based hyperthermia intraperitoneal chemotherapy

description: Raw data
DOI: 10.17026/dans-2x9-xxqs
title: Weakly supervised semantic segmentation of airborne laser scanning point clouds

description: While modern deep learning algorithms for semantic segmentation of airborne laser scanning (ALS) point clouds have achieved considerable success, the training process often requires a large number of labelled 3D points. Pointwise annotation of 3D point clouds, especially for large scale ALS datasets, is extremely time-consuming work. Weak supervision that only needs a few annotation efforts but can make networks achieve comparable performance is an alternative solution. Assigning a weak label to a subcloud, a group of points, is an efficient annotation strategy. With the supervision of subcloud labels, we first train a classification network that produces pseudo labels for the training data. Then the pseudo labels are taken as the input of a segmentation network which gives the final predictions on the testing data. As the quality of pseudo labels determines the performance of the segmentation network on testing data, we propose an overlap region loss and an elevation attention unit for the classification network to obtain more accurate pseudo labels. The overlap region loss that considers the nearby subcloud semantic information is introduced to enhance the awareness of the semantic heterogeneity within a subcloud. The elevation attention helps the classification network to encode more representative features for ALS point clouds. For the segmentation network, in order to effectively learn representative features from inaccurate pseudo labels, we adopt a supervised contrastive loss that uncovers the underlying correlations of class-specific features. Extensive experiments on three ALS datasets demonstrate the superior performance of our model to the baseline method (Wei et al., 2020).
DOI: 10.17026/dans-2ze-z2br
title: Study on infrared image detection of wind turbine blade defects based on adaptive differential multi-scale morphology

description: Research on morphological image processing methods, data used in the research
DOI: 10.17026/dans-2zk-fjj3
title: Interannual and Spatial Variability of Cyanotoxins in the Prespa Lake Area, Greece

description: The data set contains the raw data used for the analysis in a study where cyanotoxins concentrations were measured in water and animal tissue samples collected in the Prespa Lake area in Greece during 2012-2014. Cyanobacteria blooms have been recorded regularly in the Prespa Lakes area in Greece—comprised partly of lake Great and lake Lesser Prespa and the Vromolimni pond - which has a global importance for biodiversity. Samples collected in 2012 revealed scattered and low microcystin (MC) concentrations in Great Prespa (&lt;0.2 μg MC L−1) whereas considerable spatial heterogeneity in both total chlorophyll (2.4–93 µg L−1) and MC concentrations (0.04–52.4 µg MC L−1) was detected in Lesser Prespa. In 2013, there was far less spatial variability of MC concentrations in Lesser Prespa (0.4–1.53 µg L−1), however in 2014, increased concentrations were detected near the lakeshore (25–861 µg MC L−1). In Vromolimni pond the MC concentrations were on average 26.6 (±6.4) µg MC L−1 in 2012, 2.1 (±0.3) µg MC L−1 in 2013 and 12.7 (±12.5) µg MC L−1 in 2014. In 2013, no anatoxins, saxitoxins, nor cyl-indrospermopsins were detected in Lesser Prespa and Vromolimni waters. Tissue samples from carps, an otter and Dalmatian Pelicans contained 0.4–1.9 µg MC g−1 dry weight. These results in-dicate that cyanotoxins could be a threat to the ecosystem functions of particularly Lesser Prespa and Vromolimni.
DOI: 10.17026/dans-x7d-kvzb
title: Herbaceous species and dry forest species have more acquisitive leaf traits than woody species and wet forest species

description: The files contain the data on leaf traits for each species and soil nutrients in the permanent plots.
DOI: 10.5281/zenodo.10931955
title: bornella_anguilla_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.10931956
title: bornella_anguilla_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.17026/dans-x8e-eaq2
title: The Paris compatibility of green hydrogen and carbon capture and utilisation technologies: Synthesis

description: Includes:1) Data underlying Table 6.1 on Paris compatibility of CCU, for the combination of atmospheric and biogenic CO2 with all unique CO2 use processes. For different electricity sources, the 2030 GHG footprint of the CCU product divided by the 2020 GHG emissions of the substitute is shown, as well as the 2050 GHG footprint.2) Data underlying Figure 6.5 on greenhouse gas emissions reductions for different applications of newly built renewable electricity capacity.
DOI: 10.17026/dans-xah-fkcq
title: ViTOR: Learning to Rank Webpages Based on Visual Features

description: The visual appearance of a webpage carries valuable informationabout page’s quality and can be used to improve the performanceof learning to rank (LTR). We introduce the Visual learning TO Rank(ViTOR) model that integrates state-of-the-art visual features extraction methods: (i) transfer learning from a pre-trained image classification model, and (ii) synthetic saliency heatmaps generated from webpage snapshots. Since there is currently no public dataset availablefor the task of LTR with visual features, we also introduce and releasethe ViTOR dataset, containing visually rich and diverse webpages.The ViTOR dataset consists of visual snapshots, non-visual featuresand relevance judgments for ClueWeb12 webpages and TREC WebTrack queries. We experiment with the proposed ViTOR model onthe newly introduced ViTOR dataset and show that our model significantly improves the performance of LTR with visual features.
DOI: 10.15468/dl.hz3ma9
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizachyrium jeffreysii (Hack.) Stapf"
 ]
}

 The dataset includes 251 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104153-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xft-eprj
title: India DroughtSet: A village-level drought dataset for the past 43 years

description: This database consists of a high-resolution village-level drought dataset for major Indian states for the past 43 years (1981 – 2022) for each month. It was created by utilising the CHIRPS precipitation and GLEAM evapotranspiration datasets. GLEAMS dataset based on the well recognised Priestley-Taylor equation to estimate potential evapotranspiration (PET) based on observations of surface net radiation and near-surface air temperature. The SPEI was calculated for spatial grids of 5x5 km for the SPEI 3-month time scale, suitable for agricultural drought monitoring.This high-resolution SPEI dataset was integrated with Indian village boundaries and associated census attribute dataset. This allows researchers to perform multi-disciplinary investigations, e.g., climate migration modelling, drought hazards, and exposure assessment. The development of the dataset has been performed while keeping potential users in mind. Therefore, the dataset can be integrated into a GIS system for visualization (using .mid/.mif format) and into Python programming for modelling and analysis (using .csv). For advanced analysis, I have also provided it in netCDF format, which can be read in Python using xarray or the netcdf4 library. More details are in the README.pdf file.
DOI: 10.15468/dl.xwju7e
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenus curvulus F.Muell."
 ]
}

 The dataset includes 254 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104154-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xfw-b46s
title: Double white dwarf population model for LISA MLDC

description: Data set with the simulated population of double white dwarfs in the galaxy
DOI: 10.17026/dans-xu7-z3xc
title: Raccoon presence in Iran

description: The raccoon was observed and reported for the first time in 1991 in the Caspian Hyrcanian mixed forests ecoregion in Iran, near the border of Azerbaijan. There are not many official reports nor scientific research on its dispersal and adaptive behaviour
DOI: 10.15468/dl.6dhyyr
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus patuliformis Sudre"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104155-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xy6-ngg6
title: AI4SmallFarms: A Data Set for Crop Field Delineation in Southeast Asian Smallholder Farms

description: Agricultural field polygons within smallholder farming systems are essential to facilitate the collection of geo-spatial data useful for farmers, managers, and policymakers. However, the limited availability of training labels poses a challenge in developing supervised methods to accurately delineate field boundaries using Earth Observation (EO) data. This data setallows researchers to test and benchmark machine learning methods to delineate agricultural field boundaries in polygon format. The large-scale data set consists of 439,001 field polygons divided into 62 tiles of approximately 5×5 km distributed across Vietnam and Cambodia, covering a range of fields and diverse landscape types. The field polygons have been meticulously digitized from satellite images, following a rigorous multi-step quality control process and topological consistency checks. Multi-temporal composites of Sentinel-2 (S2) images are provided to ensure cloud-free data. We anticipate that this large-scale data set will enable researchers to further enhance the delineation of agricultural fields in smallholder farms and support achieving the Sustainable Development Goals (SDG).
DOI: 10.17026/dans-z8p-ubuy
title: Data belonging to manuscript Van Loon et al. (2022) "Streamflow droughts aggravated by human activities despite management"

description: Human-influenced and naturalised river discharge data for 28 case studies, used in Van Loon et al. (2022) "Streamflow droughts aggravated by human activities despite management" https://iopscience-iop-org.vu-nl.idm.oclc.org/article/10.1088/1748-9326/ac5def/meta.
DOI: 10.15468/dl.s4zpc5
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutellaria adenostegia Briq."
 ]
}

 The dataset includes 32 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104156-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-zfe-p7ty
title: Gamebrics study

description: This data set contains the collected data from 84 participants, that studied two games (Kastanjehoeve and Junior Scientist) with either Gamebrics tooling (experimental group) or without Gamebrics tooling (control group). Main research questions of this experimental study were if the tooling has learning effects and is appreciated. The tooling provides formative assesssment information on the mastery of analytical subskills, and is automatically generated after we had integrated analytical rubrics into the gameplay scenario (mapped indicators to concrete activities). The variables of the data set refer to scores on learning growth, in-gam performance and various appreciation scores.
DOI: 10.17026/dans-zg6-7wz4
title: Main MARINA-Nutrients model outputs for European river basins for the period of 2017-2020

description: The excel file main_MARINA-Nutrients_model_outputs_for_Europe_2017-2020 contains main results of the MARINA-Nutrients model for Ural-Janssen et al (2023), Hotspots of nutrient losses to air and water: an integrated modelling approach for European river basins.The model results are presented in unit of load (kg/yr) for the period of 2017-2020 per river basin.These results are obtained by model calculations following the equations that are provided in the Materials and Methods of the paper and in the supporting file of the paper.The folder contains Codebook.csv file for more details on the data.
DOI: 10.15468/dl.vsadeu
title: Occurrence Download

description: A dataset containing 574722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 574722 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104139-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8036673
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.17026/dans-zgm-2hz4
title: Topsoil removal for Sphagnum establishment on rewetted agricultural bogs: opportunities and challenges

description: Data belonging to the paper "Topsoil removal for Sphagnum establishment on rewetted agricultural bogs: opportunities and challenges"