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

description: A dataset containing 98411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Parthenocissus quinquefolia"
 ]
}

 The dataset includes 98411 records from 709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076939-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8zepe
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpophilus hemipterus",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077013-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2ndmt
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mirabilis jalapa",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077010-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jajzfm
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acroceras zizanioides",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009110-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zakr9p
title: Occurrence Download

description: A dataset containing 7599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Scaphiopus holbrookii)"
 ]
}

 The dataset includes 7599 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009113-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.559fun
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa elata"
 ]
}

 The dataset includes 370 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009111-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqczth
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009114-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt6r8t
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009115-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00007162
title: Cancer Clinical Trials Pooling of Quality Life Data (CATAPULT) initiative

description: Patient-centered care is a critical component in quality health care; and patient-reported health-related quality of life (HRQoL) is one of the best ways to capture patient-centeredness. The utility of patient perspective and HRQoL can enable the investigation of significant but neglected topics relating to HRQoL in various areas of clinical cancer trials research. To respond to this need, the European Organisation for Research and Treatment of Cancer (EORTC) set-up and spearheaded the Patient-Reported Outcomes and Behavioral Evidence (PROBE). PROBE combined HRQoL data from over 17,000 individual patients from different cancer clinical trials and disease stages, offering a robust resource to address research questions relating to HRQoL. Although the insights gained from PROBE have been pivotal in moving the research on HRQoL forward, we have identified three critical issues that need to be addressed: 
•	PROBE focused mainly on EORTC and Canadian Cancer Trials Group (CCTG) closed clinical trials, it is imperative that key PROBE findings are validated in a separate dataset to increase the generalizability of the findings. 
•	Although PROBE provided a large database of HRQoL data in cancer randomised clinical trials (RCTs) from several disease sites, this dataset is also constrained because data from specific disease sites were limited. 
•	Several important HRQoL research questions were not addressed in PROBE, such as (a) validating more advanced psychometric analyses of HRQoL data, (b) exploring alternative ways of understanding HRQoL scores, and (c) examining longitudinal HRQoL data to answer critical questions. 
Therefore, to address the above issues, the EORTC is leading a new initiative: Cancer Clinical Trials Pooling of Quality Life Data (CATAPULT) that seeks to assemble a more complete database of HRQoL from closed cancer RCTs and validate selected key findings from PROBE across disease sites and across clinical trials conducted by different groups.
DOI: 10.15468/dl.gktbu7
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus cruentus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009119-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26208/8wcx-mj20
title: Boosting Discharge Energy Density of Commercially Available Polyethylene via Post-Polymerization Modification

description: Enhancing dielectric properties of polymeric materials is critical for energy storage, sensing, and actuators. However, achieving high dielectric constant in polymeric materials while maintaining low dielectric loss tangent remains challenging. Post-polymerization modification (PPM) of polymer materials is a potentially promising approach, especially for polyolefins that are widely used as dielectric materials and are broadly available. Here, a PPM approach is utilized to functionalize linear low-density polyethylene (LLDPE) with polar amines and zwitterions using azide-alkyne click chemistry. Both amine and zwitterion functionalized LLDPE exhibited higher dielectric constants (εs = 12 and 5.6 for the amine and zwitterion, respectively) compared to unfunctionalized LLDPE (εs = 2.8). Functionalizing LLDPE increased the dielectric loss tangent minimally (tan δ ∼ 0.007−0.17 at 1 kHz and 30 ℃) and modestly reduced the breakdown strength. Electric displacement−electric field loop studies indicate that the discharge energy density (Ud) of amine modified LLDPE (Ud = 1.59 J/cm3 at 150 MV/m with a high efficiency of 83.5%) outperforms poly(vinylidene fluoride), ferroelectric polymer, and is 7 times greater than pristine LLDPE. PMM approaches for attaching polar substituents to LLDPE are an exciting approach to enhance the dielectric properties of commercially available polyolefins for capacitor applications.
DOI: 10.15468/dl.8xsm67
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus cruentus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 394 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009120-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjumb7
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa millefolia"
 ]
}

 The dataset includes 50 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009118-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vdqe9
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Gastrophryne mazatlanensis)"
 ]
}

 The dataset includes 162 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009122-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yubuxm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurea caucasica, Centaurea caucasica, Centaurea chlorantha, Centaurea chlorantha, Centaurea cyanantha, Centaurea floccosa, Centaurea floccosa, Centaurea graminifolia, Centaurea graminifolia, Centaurea granitica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009117-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agsms9
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudolaubuca sinensis"
 ]
}

 The dataset includes 496 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009123-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00007283
title: Large-scale public data reuse to model immunotherapy response and resistance

description: Immune Checkpoint Blockade (ICB) have provided significant clinical benefits. However, only few patients show positive response to the ICB treatment. We have previously developed a biomarker named TIDE to predict response using gene expression data. The TIDE score is reflecting accurate patient response in many cancer types. Now, we are continuously integrating more ICB clinical trial data to our TIDE database, which will be used to studying and evaluating more biomarker that can benefit the ICB patients and cancer immunology.
DOI: 10.3535/r19-xll-k93
title: Lythrum tribracteatum Spreng.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.4cuc2f
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009125-250717081556266/datasets/export for details.
DOI: 10.17909/n6t7-3n35
title: Halfway to the Peak

description: Proposal #: JWST-GO-01762
DOI: 10.15468/dl.3kwkw5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus australis",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009127-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hkmej
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila thunbergii macrostylis"
 ]
}

 The dataset includes 42 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009128-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddsue7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyperus beninensis"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009129-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5zszq
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eupatorium cannabinum",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009126-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00008752
title: Helmsley Charitable Trust RFP

description: N/A
DOI: 10.15468/dl.wgfy42
title: Occurrence Download

description: A dataset containing 43704 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix reticulata"
 ]
}

 The dataset includes 43704 records from 463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009124-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6z7ug
title: Occurrence Download

description: A dataset containing 1349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Scaphiopus hurterii)"
 ]
}

 The dataset includes 1349 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009130-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qytc8g
title: Occurrence Download

description: A dataset containing 7620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-109.25561 33.69325,-86.98707 33.69224,-87.25207 48.24705,-109.31822 48.377,-109.25561 33.69325))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates catesbeianus",
 "Year 2010-2025"
 ]
}

 The dataset includes 7620 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009132-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xzspr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia nilotica",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009133-250717081556266/datasets/export for details.
DOI: 10.15468/dl.g78ewz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia nilotica",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009134-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abvrap
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eupatorium cannabinum",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009135-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25380/iastate.29602499
title: Mean Normalized Usage (MNU) of Environmental Covariates for Cubist Soil Property Prediction Models

description: This dataset and code repository contain the results and scripts used to evaluate the relative importance of environmental covariates across 126 machine learning models predicting a suite of soil agronomic properties for the full soil profile (18 soil properties × 7 depth intervals). Covariate importance is normalized to account for usage frequency of covariate predictors as model rules and linear model coefficients across depth class, covariate type, and analysis scale.
DOI: 10.25380/iastate.29602499.v1
title: Mean Normalized Usage (MNU) of Environmental Covariates for Cubist Soil Property Prediction Models

description: This dataset and code repository contain the results and scripts used to evaluate the relative importance of environmental covariates across 126 machine learning models predicting a suite of soil agronomic properties for the full soil profile (18 soil properties × 7 depth intervals). Covariate importance is normalized to account for usage frequency of covariate predictors as model rules and linear model coefficients across depth class, covariate type, and analysis scale.
DOI: 10.15468/dl.95q9rn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus cruentus",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009136-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2prnh
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurea leucantha, Centaurea montana dentata, Centaurea montana montana, Centaurea montana pettersii, Centaurea montana pettersii, Centaurea montana undulata, Centaurea montana angustifolia, Centaurea montana eumontana, Centaurea montana montana, Centaurea montana alba)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 569 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009138-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfp97e
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADC6253"
 ]
}

 The dataset includes 245 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009139-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xopuxy
title: WireFishing-M-2

description: This dataset, WireFishing-M, contains multimodal sensor data collected from a robotic cable insertion task using a Franka Emika Panda 7-DOF robotic manipulator, an Allegro Robot Hand, and a DIGIT tactile sensor. The task simulates the "wire fishing" operation, where flexible cables are inserted into a transparent L-shaped PVC pipe. Data collected includes high-resolution tactile images, synchronized RGB video from multiple views, robot joint states, end-effector poses, and force estimates. Seven different types of cables were used to capture a range of deformable object behaviors. File Naming Convention Cable_(number)_Human: Trials where the robot hand was manually guided by a human to insert the cable. These trials have a higher success rate and represent expert-like insertion behavior. Cable_(number)_Random: Trials where the robot performed insertions from randomized positions and orientations, leading to more variable success rates and diverse contact conditions. Each top-level folder contains subfolders named by the data collection date (e.g., 20241204). Within each date folder, multiple subfolders are named by trial number (e.g., trial_1, trial_2), but these numbers do not correspond to specific experimental conditions—they are simply used to organize the data and prevent excessive file counts in a single directory. Inside each trial folder, the following five folders are included: global_view/: Contains bottom-view RGB camera images (.jpg) captured from beneath the robot workspace. inner_view/: Contains side-view images (.jpg) of the pipe opening used to visually verify task success or failure. local_view/: Contains front-view RGB camera images (.jpg) showing the robot and cable during insertion. tactile_view/: Contains grayscale tactile images (.jpg) from the DIGIT sensor. Each image is vertically stacked to show three fingertips: index finger (top), thumb (middle), and middle finger (bottom). robot_data/: Contains a single .npy file with time-series robot data. The data array format is as follows: [0–2]: End-effector force (Fx, Fy, Fz) [3–5]: End-effector torque (Tx, Ty, Tz) [6–11]: End-effector pose (position x, y, z and quaternion x, y, z, w) [12–18]: Joint angles of the 7-DOF Franka Emika Panda robot [19]: Insertion success label (1 = success, 0 = failure)
DOI: 10.15468/dl.uuuby7
title: Occurrence Download

description: A dataset containing 1344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus tigrinus"
 ]
}

 The dataset includes 1344 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009141-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.