cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ss5dfg2kgz
title: Remediation of petroleum hydrocarbon contaminated soils by hollow nZVI coupled with electrokinetic activation of persulfate

description: Key parameters such as electric current, electro-osmotic flow (EOF), pH, EC, and persulfate (PS) residual were analyzed and compared between the h-nZVI system and a ordinary nZVI system
DOI: 10.17632/ss5dfg2kgz.1
title: Remediation of petroleum hydrocarbon contaminated soils by hollow nZVI coupled with electrokinetic activation of persulfate

description: Key parameters such as electric current, electro-osmotic flow (EOF), pH, EC, and persulfate (PS) residual were analyzed and compared between the h-nZVI system and a ordinary nZVI system
DOI: 10.15468/dl.t7jhvu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes oblongella Ostrup, 1902",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054412-250525065834625/datasets/export for details.
DOI: 10.17632/tgxjc376kv
title: Raw data systematic review microbial POP degradation

description: Data compilation for a systematic review of microbial POP degradation assays.
DOI: 10.17632/tgxjc376kv.4
title: Raw data systematic review microbial POP degradation

description: Data compilation for a systematic review of microbial POP degradation assays.
DOI: 10.17632/34gb2gr7p2
title: Maize Nutrient Deficiency Dataset

description: The dataset consists of images of Maize leaves deficient in Magnesium, Potassium, Nitrogen, Phosphorus and Healthy. These images were gathered from the villages of Mangsuli and Bedag, located near the Maharashtra-Karnataka state border in India. Captured with a Redmi Note 13s smartphone, the images have dimensions of 4080 x 3060 pixels, ensuring varied representation of nutrient deficiencies. Taken during field surveys led by domain experts, the images reflect diverse environmental conditions to capture the natural variability seen in maize cultivation.
DOI: 10.17632/34gb2gr7p2.1
title: Maize Nutrient Deficiency Dataset

description: The dataset consists of images of Maize leaves deficient in Magnesium, Potassium, Nitrogen, Phosphorus and Healthy. These images were gathered from the villages of Mangsuli and Bedag, located near the Maharashtra-Karnataka state border in India. Captured with a Redmi Note 13s smartphone, the images have dimensions of 4080 x 3060 pixels, ensuring varied representation of nutrient deficiencies. Taken during field surveys led by domain experts, the images reflect diverse environmental conditions to capture the natural variability seen in maize cultivation.
DOI: 10.17632/373mnn7jdg
title: Impulsivity: Jigsaw task and self-reported impulsivity

description: Data from a planning task (Jigsaw task) and UPPS_P scores (scales and items).
DOI: 10.17632/373mnn7jdg.1
title: Impulsivity: Jigsaw task and self-reported impulsivity

description: Data from a planning task (Jigsaw task) and UPPS_P scores (scales and items).
DOI: 10.15468/dl.nm6ksy
title: Occurrence Download

description: A dataset containing 35062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coquillettidia perturbans (Walker, 1856)",
 "Year 1000-2025"
 ]
}

 The dataset includes 35062 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054413-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvdcra
title: Occurrence Download

description: A dataset containing 9640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Bubalornis albirostris (Vieillot, 1817)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 9640 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054414-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fpszhrn7sv
title: Task difficulty and the emotional distraction effect

description: SPSS databases for three studies that manipulated 1) the contrast of the target, 2) the similarities of the possible targets, 3) the perceptual load (number of possible targets).
Distracting images could be either neutral or emotional.
DOI: 10.15468/aat5rf
title: Expedition of Melita 1892, Molluscs collected on the coasts of Tunisia and Algeria

description: The current historical paper dated back in 1892, is available online through the Biodiversity Heritage Library at https://www.biodiversitylibrary.org/page/10122164#page/379/mode/1up (pages 363-373). Its original title is "Campagne de la Melita, 1892. MOLLUSQUES RECUEILLIS SUR LES COTES DE LA TUNISIE ET DE L'ALGÉRIE, par Ph. DAUTZENBERG, ancient President de la Société". This dataset presents dredging sampling events carried out by researchers off the north coast of Tunisia and Algeria, at several depths. The digitization and standardization process are related to the list of stations sampled and the species - belonging to Phyllum: Mollusca (classes: Pelecypoda, Scaphopoda, Gastropoda,) and Brachiopoda - found. This historical paper is digitized through a Citizen Science Workshop organized by the Hellenic Centre in Marine Research in Lecce, on 15 November 2023, using the Zooniverse platform.
DOI: 10.15468/dl.ck6yre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes oblongella Ostrup, 1902",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054415-250525065834625/datasets/export for details.
DOI: 10.17632/fpszhrn7sv.1
title: Task difficulty and the emotional distraction effect

description: SPSS databases for three studies that manipulated 1) the contrast of the target, 2) the similarities of the possible targets, 3) the perceptual load (number of possible targets).
Distracting images could be either neutral or emotional.
DOI: 10.15468/dl.yxdfs9
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 223 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054416-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5rjgkcyp7g
title: Nonlinear Dynamics of a Coupled Electromechanical Transmission - SimulinkModel

description: Here is the Simulink model used to investigate the electromechanical coupling effects between PMSMs and gear pairs.
DOI: 10.17632/5rjgkcyp7g.1
title: Nonlinear Dynamics of a Coupled Electromechanical Transmission - SimulinkModel

description: Here is the Simulink model used to investigate the electromechanical coupling effects between PMSMs and gear pairs.
DOI: 10.17632/kf3mjzbdvf
title: Relative Contributions of Dissolved Organic Matter and Microbial Factors to Nitrous Oxide Emissions under Coastal Wetland Transformation Driven by Spartina alterniflora Invasion and Aquacultural Reclamation

description: The dataset contains three sheets, which include raw data on in-situ N₂O emissions, anaerobic incubation results, and the corresponding measurements of nitrogen-cycle-related functional gene abundances, sediment physicochemical properties, and dissolved organic matter (DOM) characteristics from tidal wetlands in Xiamen Bay. The data were collected during field campaigns conducted between 2022 and 2023.
DOI: 10.17632/kf3mjzbdvf.1
title: Relative Contributions of Dissolved Organic Matter and Microbial Factors to Nitrous Oxide Emissions under Coastal Wetland Transformation Driven by Spartina alterniflora Invasion and Aquacultural Reclamation

description: The dataset contains three sheets, which include raw data on in-situ N₂O emissions, anaerobic incubation results, and the corresponding measurements of nitrogen-cycle-related functional gene abundances, sediment physicochemical properties, and dissolved organic matter (DOM) characteristics from tidal wetlands in Xiamen Bay. The data were collected during field campaigns conducted between 2022 and 2023.
DOI: 10.17632/xzt3h3gnx9
title: AutoSpectral Aurora Example

description: FCS files and control file to illustrate the basic workflow for AutoSpectral
DOI: 10.17632/xzt3h3gnx9.1
title: AutoSpectral Aurora Example

description: FCS files and control file to illustrate the basic workflow for AutoSpectral
DOI: 10.17632/sk7tvkyvnc.1
title: Response of birds to mixed forests structure

description: We compared bird diversity and abundance between protected natural and managed forests representing temperate mixed forests of Central Europe dominated by beech, spruce, and fir. The bird census was performed in 2021 and 2022 using the point-count method at 173 census points (88 in strictly protected areas; 85 in commercial forests) along with habitat surveys focused on potentially most important habitat variables that influence habitat selection of birds.
DOI: 10.15468/dl.axr5m5
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 423 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054417-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bs54ny7ns2.2
title: Örd et al 2025 Supplementary Tables, Data and Code

description: Supplementary Tables, Data and Code accompanying manuscript by M. Örd et al entitled “High-Throughput Discovery and Deep Characterization of Cyclin-CDK Docking Motifs”.

Supplementary Tables legends
Table S1. Experimental data for the cell cycle protein peptide tiling SIMBA pooled screens.
Table S2. The cyclin binding motifs identified in the cell cycle protein peptide tiling SIMBA experiment.
Table S3. Experimental data for mutational scanning SIMBA pooled screens.
Table S4. Median SIMBA scores and p-values for mutational scanning SIMBA experiments.
Table S5. Combined set of cyclin binding motifs from peptide tiling and mutational scanning SIMBA experiments.
Table S6. Plasmids used in the study.
Table S7. Yeast strains used in the study.
Table S8. Cryo-EM data collection, 3D reconstruction and refinement statistics.

Supplementary data 
Data S1. Data from cyclin binding motifs saturation mutagenesis SIMBA experiments.
DOI: 10.15468/dl.7kdkbp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Phymaturus dorsimaculatus Lobo & Quinteros, 2005"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054418-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nc4ggkbw7x
title: Common insectivorous bats may serve as a natural solution for suppressing pests, with implications for managing apple orchards in China

description: supply data
DOI: 10.17632/nc4ggkbw7x.7
title: Common insectivorous bats may serve as a natural solution for suppressing pests, with implications for managing apple orchards in China

description: supply data
DOI: 10.17632/ycj7wbcmtr
title: Analysis of Multipath Effects in Global Trade Networks Based on Multimodal, High Dimensional, Heterogeneous Transformer Architecture: Deconstruction of Nonlinear Cascade and Dynamic Chain Reaction

description: This paper proposes a multi-path effect analysis model for major economies in the
global trade network based on the MH-DP Transformer architecture. The global trade
network comprises interconnected nodes, with interactions among major economies
(China, the US, Japan, and Europe) being crucial. A trade network model with four
regional nodes and their connections is established to simulate trade flow propagation
and capture the nonlinear feedback mechanism through an iterative process. The study utilized three datasets: the Global Trade Dataset from the World Bank, the OECD GlobalValue Chain Dataset, and the SCM World Supply Chain Risk Dataset. These datasets provide comprehensive information on trade volumes, industrial interdependencies, and supply chain risks, respectively. To ensure uniformity and compatibility, the data underwent preprocessing, including normalization, standardization, and handling missing values. The datasets were aligned temporally, geographically, and industrially.
DOI: 10.20394/crvj-2p59
title: Edinburgh city averaged origin-destination (OD) Matrices 2019-2023
DOI: 10.17632/ycj7wbcmtr.1
title: Analysis of Multipath Effects in Global Trade Networks Based on Multimodal, High Dimensional, Heterogeneous Transformer Architecture: Deconstruction of Nonlinear Cascade and Dynamic Chain Reaction

description: This paper proposes a multi-path effect analysis model for major economies in the
global trade network based on the MH-DP Transformer architecture. The global trade
network comprises interconnected nodes, with interactions among major economies
(China, the US, Japan, and Europe) being crucial. A trade network model with four
regional nodes and their connections is established to simulate trade flow propagation
and capture the nonlinear feedback mechanism through an iterative process. The study utilized three datasets: the Global Trade Dataset from the World Bank, the OECD GlobalValue Chain Dataset, and the SCM World Supply Chain Risk Dataset. These datasets provide comprehensive information on trade volumes, industrial interdependencies, and supply chain risks, respectively. To ensure uniformity and compatibility, the data underwent preprocessing, including normalization, standardization, and handling missing values. The datasets were aligned temporally, geographically, and industrially.
DOI: 10.17632/psm26xxbvd
title: TeNeS-v2: Enhancement for real-time and finite temperature simulations of quantum many-body systems

description: Quantum many-body systems are challenging targets for computational physics due to their large number of degrees of freedom. The tensor networks, particularly Tensor Product States (TPS) and Projected Entangled Pair States (PEPS), effectively represent these systems on two-dimensional lattices. However, the technical complexity of TPS/PEPS-based coding can be challenging for many researchers to manage effectively. To reduce this problem, we developed TeNeS (Tensor Network Solver). This paper introduces TeNeS-v2, which extends TeNeS with real-time and finite temperature simulations, providing deeper insights into quantum many-body systems. We detail the new algorithms, input/output design, and application examples, demonstrating TeNeS-v2's applicability to various quantum spin and Bose models on two-dimensional lattices.
DOI: 10.17632/psm26xxbvd.2
title: TeNeS-v2: Enhancement for real-time and finite temperature simulations of quantum many-body systems

description: Quantum many-body systems are challenging targets for computational physics due to their large number of degrees of freedom. The tensor networks, particularly Tensor Product States (TPS) and Projected Entangled Pair States (PEPS), effectively represent these systems on two-dimensional lattices. However, the technical complexity of TPS/PEPS-based coding can be challenging for many researchers to manage effectively. To reduce this problem, we developed TeNeS (Tensor Network Solver). This paper introduces TeNeS-v2, which extends TeNeS with real-time and finite temperature simulations, providing deeper insights into quantum many-body systems. We detail the new algorithms, input/output design, and application examples, demonstrating TeNeS-v2's applicability to various quantum spin and Bose models on two-dimensional lattices.
DOI: 10.17632/hg5yp8zfcs
title: GRASPC – GRASP package adapted for the generation of continuum orbitals wave functions

description: The GRASP package (https://github.com/compas/grasp) is a widely used tool for performing fully relativistic bound electron structure calculations of atoms. Its latest official release is GRASP2018, but it has been continuously developed since then.
The presented code, GRASPC, is the adaptation of that package allowing for calculations of the continuum orbital of electrons elastically scattered from atoms and ions. The calculated continuum orbital can be normalized using the per-energy normalization procedure. Then, the phase shifts are calculated by comparing the computed wave function with the free electron wave function in the asymptotic region. Scattering lengths are estimated not only for widely used very low energy scattering but also using an unusual approach with a “zero energy” wave function.
The main idea behind GRASPC is to use as many computational apparatus as they are implemented in GRASP (e.g., building the atomic and configuration state functions, calculating the potentials, angular coefficients and integrals, constructing the Dirac-Coulomb Hamiltonian, performing self-consistent calculations) by adapting them to calculate the wave function of the scattered electron. This adaptation is entirely transparent for usual calculations in GRASP (bound states and their properties). The default flow changes only when calculations involving continuum orbital are requested and different outputs are produced. This approach, combined with the retention of the typical interactive user interface, allows GRASP users to adapt rapidly to the new type of calculation.
DOI: 10.17632/hg5yp8zfcs.1
title: GRASPC – GRASP package adapted for the generation of continuum orbitals wave functions

description: The GRASP package (https://github.com/compas/grasp) is a widely used tool for performing fully relativistic bound electron structure calculations of atoms. Its latest official release is GRASP2018, but it has been continuously developed since then.
The presented code, GRASPC, is the adaptation of that package allowing for calculations of the continuum orbital of electrons elastically scattered from atoms and ions. The calculated continuum orbital can be normalized using the per-energy normalization procedure. Then, the phase shifts are calculated by comparing the computed wave function with the free electron wave function in the asymptotic region. Scattering lengths are estimated not only for widely used very low energy scattering but also using an unusual approach with a “zero energy” wave function.
The main idea behind GRASPC is to use as many computational apparatus as they are implemented in GRASP (e.g., building the atomic and configuration state functions, calculating the potentials, angular coefficients and integrals, constructing the Dirac-Coulomb Hamiltonian, performing self-consistent calculations) by adapting them to calculate the wave function of the scattered electron. This adaptation is entirely transparent for usual calculations in GRASP (bound states and their properties). The default flow changes only when calculations involving continuum orbital are requested and different outputs are produced. This approach, combined with the retention of the typical interactive user interface, allows GRASP users to adapt rapidly to the new type of calculation.
DOI: 10.15468/dl.7nhz6b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes oblongella Ostrup, 1902",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054421-250525065834625/datasets/export for details.
DOI: 10.17632/8ks7yghnsc
title: Daily chemical components in PM2.5 in Xinjiang

description: Daily chemical components in PM2.5 in Xinjiang
DOI: 10.17632/8ks7yghnsc.1
title: Daily chemical components in PM2.5 in Xinjiang

description: Daily chemical components in PM2.5 in Xinjiang
DOI: 10.17632/pwhry4278g
title: The coupling coefficients with six parameters and the generalized hypergeometric functions

description: In this study, the Gaunt coefficients, Clebsch–Gordan coefficients, and the Wigner 3j and 6j symbols are expressed as the product of generalized hypergeometric functions with unit argument and a normalization coefficient. By exploiting the symmetry properties of generalized hypergeometric functions, these functions are transformed into numerically computable forms, and the normalization coefficients are fully expressed in terms of binomial coefficients. New mathematical expressions, in the form of a series of products of three Gaunt coefficients, are presented, which can be used to verify the accuracy of numerical calculations.
An algorithm has been developed to compute binomial coefficients and generalized hypergeometric functions using recurrence relations, eliminating the need for factorial functions. Utilizing this algorithm and the derived analytical expressions, the Gaunt_CG_3j_and_6j Mathematica program, which numerically calculates the Gaunt coefficients, Clebsch–Gordan coefficients, and the Wigner 3j and 6j symbols, was written without relying on Mathematica’s built-in functions. The program can be easily adapted to other programming languages and run on all versions of Mathematica.