cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4gh88x
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinocallis ulmiparvifoliae Matsumura, 1919",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009636-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fbx8h
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alburnus mento (Heckel, 1837)"
 ]
}

 The dataset includes 214 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009637-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8ggpc
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trama rara Mordvilko, 1908",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009638-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdw8rq
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Atelopus longirostris Cope, 1868"
 ]
}

 The dataset includes 618 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009639-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cx6na3
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinocallis takachihoensis Higuchi, 1972",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 233 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009640-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.us4ksq
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diomus pumilio (Weise, 1885)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009641-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15008461
title: Models and predictions for "How to deal w___ missing input data"

description: How to deal w___ missing input data

This repository contains the models, configs, and results files for the paper Gauch et al., "How to deal w___ missing input data".

The corresponding analysis code is available on GitHub: https://github.com/gauchm/missing-inputs.

Contents of this repository



missing-inputs.ipynb -- Jupyter notebook to reproduce figures from the paper.

results/ -- Folder with model weights, configs, and predictions used in missing-inputs.ipynb.

patches/ -- Contains patches for local modifications to reproduce experiments from the paper.


Required setup



Clone neuralhydrology: git clone https://github.com/neuralhydrology/neuralhydrology.git.

Install an editable version of neuralhydrology: cd neuralhydrology && pip install -e ..

Download the following data:



the CAMELS US dataset (CAMELS time series meteorology, observed flow, meta data, version 1.2) from NCAR into some data directory (has to match data_dir in the config files).

the extended Maurer and NLDAS forcings set available on HydroShare: Maurer, NLDAS.

the models, results, and config files from this paper avaliable on this Zenodo repository.



Note that to reproduce the experiments, local modifications to NeuralHydrology are necessary. To do so, apply the patches in the patches/ directory: git apply patches/experiment-N.patch.
DOI: 10.15468/dl.negrtz
title: Occurrence Download

description: A dataset containing 18352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coccinella undecimpunctata Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18352 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009644-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2wxvj
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Massilieurodes chittendeni (Laing, 1928)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009645-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59n78a
title: Occurrence Download

description: A dataset containing 34201 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Butterflies Australia"
 ]
}

 The dataset includes 34201 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009646-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9ua32
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limnodromus semipalmatus (Blyth, 1848)"
 ]
}

 The dataset's 2 records were derived from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009643-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/c99c-p027
title: UWB

description: Ultra-wideband (UWB) has attracted much attention in indoor positioning due to its high accuracy, low power consumption, and excellent anti-jamming capability. However, due to the complexity of the usage environment, UWB signals are often obstructed by objects such as metals and walls, leading to non-line-of-sight (NLOS) conditions and a decrease in positioning accuracy. To fully consider the effect of ranging errors caused by different occlusions on UWB signals, firstly, this paper analyzes the attenuation characteristics of UWB in different NLOS scenarios. By combining the channel impulse correspondence (CIR) and Markov Transition Field (MTF), an efficient classification method for NLOS identification is proposed. Further, for the signal attenuation characteristics in different scenarios, this paper proposes a polynomial fitting based on the Negative Log-Likelihood function (NLLPF), which greatly mitigates the ranging errors caused by different occlusions. Additionally, the dynamic scene adaptation of UWB localization is enhanced by fusing the Inertial Measurement Unit (IMU) using a confidence-considering EKF (CEKF). Finally, experimental results show that in indoor scenarios, the proposed method achieves a mean absolute error (MAE) of 5.60 cm, while in corridor scenarios, the MAE is 16.36 cm, significantly lower than the 12.42 cm and 54.88 cm of the original methods.
DOI: 10.5281/zenodo.15030559
title: Artifacts of the ICSE-2026 Submission——DroidTEC

description: This release includes the experimental results that are used for the ICSE artifact analysis. All the results are described in our paper. All required artifacts are attached to this release.

The source code is made publicly available on the github: page: https://anonymous.4open.science/r/TypeStateMisuseDetectorUsers can easily access and execute our tool following the steps in the Setup part.

In addition, all of our experimental results are publicly available on this page. For simplicity, we provide the following instructions for our artifacts:



Experimental_Setup.txt : Experimental Setup, including 10,000 Android apps

RQ1_Rules.zip: TypeState API rules.

RQ2_typestate_API_usage.zip : The prevalence of typestate APIs in Android applications.

RQ4_Typestate_Misuses.zip : Identified typestate misuses in real-world applications.

RQ5_CrySL_Results.zip : Execution results of CrySL on 10,000 Android apps.

RQ5_AsyncChecker_Results.zip : Execution results of AsyncChecker on 10,000 Android apps.

RQ5_VALA_Results.zip : Execution results of VALA on 10,000 Android apps.

RQ5_CiD_Results.zip : Execution results of CiD on 10,000 Android apps.

RQ5_BenchMark_Apps.zip : Execution results of VALA on 10,000 Android apps.
DOI: 10.5281/zenodo.15030560
title: Artifacts of the ICSE-2026 Submission——DroidTEC

description: This release includes the experimental results that are used for the ICSE artifact analysis. All the results are described in our paper. All required artifacts are attached to this release.

The source code is made publicly available on the github: page: https://anonymous.4open.science/r/TypeStateMisuseDetectorUsers can easily access and execute our tool following the steps in the Setup part.

In addition, all of our experimental results are publicly available on this page. For simplicity, we provide the following instructions for our artifacts:



Experimental_Setup.txt : Experimental Setup, including 10,000 Android apps

RQ1_Rules.zip: TypeState API rules.

RQ2_typestate_API_usage.zip : The prevalence of typestate APIs in Android applications.

RQ4_Typestate_Misuses.zip : Identified typestate misuses in real-world applications.

RQ5_CrySL_Results.zip : Execution results of CrySL on 10,000 Android apps.

RQ5_AsyncChecker_Results.zip : Execution results of AsyncChecker on 10,000 Android apps.

RQ5_VALA_Results.zip : Execution results of VALA on 10,000 Android apps.

RQ5_CiD_Results.zip : Execution results of CiD on 10,000 Android apps.

RQ5_BenchMark_Apps.zip : Execution results of VALA on 10,000 Android apps.
DOI: 10.15468/dl.n5aa5v
title: Occurrence Download

description: A dataset containing 43885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucoma salicis Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43885 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009647-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjbyzk
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synanthedon culiciformis (Linnaeus, 1758)"
 ]
}

 The dataset's 6 records were derived from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009648-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egzj9r
title: Occurrence Download

description: A dataset containing 1760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucoptera malifoliella (Costa, 1836)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1760 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009650-250310093411724/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.28600784.v1
title: EFFECTIVENESS OF BOTTOM-UP AND TOP-DOWN STRATEGIES IN CHINESE LISTENING

description: Database of EFFECTIVENESS OF BOTTOM-UP AND TOP-DOWN STRATEGIES IN CHINESE LISTENING.
DOI: 10.15468/dl.vxf9ue
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophiophagus hannah (Cantor, 1836)",
 "Year 1970-2025"
 ]
}

 The dataset includes 823 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009651-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxx7t9
title: Occurrence Download

description: A dataset containing 647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Occurrence evidence, Fossil)",
 "Country is China",
 "TaxonKey is Tetracentron sinense Oliv."
 ]
}

 The dataset includes 647 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009652-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d48uf
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lopholeucaspis japonica (Cockerell, 1897)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009653-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857470
title: English Poor Law Cases, 1691-1834

description: The dataset consists of annotated cases concerning the right to a settlement by hiring under poor law legislation which was in force between 1691 and 1834. During this period, parishes could contest their liabilities to pay poor relief by taking appeals from decisions of the quarter sessions to the Court of King’s Bench. The decisions of the Court of King’s Bench were recorded in a number of nominate reports, and analysed in several treatises and textbooks. The dataset contains the text of relevant cases with annotations designed to facilitate the application of natural language processing techniques.

For further detail on potential uses of the dataset, see Simon Deakin and Linda Shuku, 'Exploring computational approaches to law: the evolution of judicial language in the Anglo-Welsh poor law, 1691-1834', Journal of Law and Society (2024) and CBR working paper series, https://www.jbs.cam.ac.uk/centres/business-research-cbr/publications/working-papers/.
DOI: 10.5281/zenodo.15006462
title: Dynamic Calibration for Prioritization and Error correction in Deep Neural Network Testing
DOI: 10.5281/zenodo.15006463
title: Dynamic Calibration for Prioritization and Error correction in Deep Neural Network Testing
DOI: 10.15468/dl.kmg98v
title: Occurrence Download

description: A dataset containing 129331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telestes souffia (Risso, 1827)"
 ]
}

 The dataset includes 129331 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009642-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b46m6k
title: Occurrence Download

description: A dataset containing 449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opogona sacchari (Bojer, 1856)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 449 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009656-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e68dzw
title: Occurrence Download

description: A dataset containing 917607 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is IND.10_1"
 ]
}

 The dataset includes 917607 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009649-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgjyyb
title: Occurrence Download

description: A dataset containing 14382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cervus nippon Temminck, 1838"
 ]
}

 The dataset includes 14382 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009658-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv7zds
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oceanaspidiotus araucariae (Adachi & Fullaway, 1953)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009659-250310093411724/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.28600922
title: Reform of Soybean Subsidy Policies and Its Impact on Farmer Income and Income Inequality

description: Based on provincial panel data from 2001 to 2022, this study employs Difference-in-Differences (DID) models and mediation effect models to empirically analyze the impact of soybean subsidy policy reforms on farmer income and income inequality. The findings reveal that the reform of soybean subsidy policies has significantly increased farmers' operational income, wage income, and total income, a conclusion that remains robust under rigorous robustness tests. Mediation effect tests identify the enhancement of soybean production capacity as a critical pathway through which subsidy policy reforms influence farmer income and income disparity. Further analysis indicates that while the reform tends to widen gaps in operational income, wage income, and total income among farmers, it also contributes to a synergistic improvement in both income levels and inequality when these factors are considered holistically. Given these findings, while affirming the yield-boosting effects of soybean subsidy policies, a dual approach combining price-based regulation with income-support measures should be adopted to enhance farmer income and reduce income inequality.
DOI: 10.15468/dl.j29dnj
title: Occurrence Download

description: A dataset listing the 187 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is one of (Africa, Antarctica, Asia, Oceania, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scolopacidae",
 "Year 2014-2025"
 ]
}

 The dataset's 187 records were derived from 2732 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009655-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive23048.20251217.10
title: Halorubrum sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0090358.10fu
title: SH0090358.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive23049.20241212.9.2
title: Halorubrum sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23049.20251217.10
title: Halorubrum sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0090359.10fu
title: SH0090359.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive23050.20241212.9.2
title: Halorubrum sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23050.20251217.10
title: Halorubrum sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.