cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8397247
title: Data for nitrogen availability in digestates from full-scale biogas plants following soil application as affected by operation parameters and input feedstocks

description: This archive contains data for the paper "Nitrogen availability in digestates from
full-scale biogas plants following soil application as affected by operation
parameters and input feedstocks". Obtained from a soil incubation experiment for 80 days.
DOI: 10.6084/m9.figshare.21082654.v4
title: Bidirectional reflectance changes in wild type and chloroplast movement mutants

description: Time courses of changes in red-light bidirectional reflectance induced by 1 h irradiation with low (0.1 µmol·m<sup>-2</sup>·s<sup>-1</sup>) or high (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) blue light of the adaxial surface of rosette leaves of 5-week-old <i>Arabidopsis</i> plants. Measurements were recorded for wild-type (WT), <i>glabra1, phot1</i>,<i> phot2</i>, <i>phot1phot2,</i> and <i>jac1 </i>mutants. The angle of incidence of the measuring and actinic beams was 40° or 55°. The detector was positioned at the angle of 0° (the detector normal parallel to the leaf normal) or either -40° (when incidence at 40°) or -55° (when incidence at 55°). The transmission axis of the polarizer was either parallel (<i>P</i>) or perpendicular (<i>S</i>) to the plane of incidence.Binary files can be opened with BeamJ (https://github.com/pawelHerm/beamJ/tree/master/BeamJ), while the CSV files can be opened with a text editor or MS Excel.
DOI: 10.6073/pasta/650871571843bde5e0db6fb52cf549a4
title: Conductivity, temperature, and depth (CTD) vertical profiles collected from lakes in the McMurdo Dry Valleys, Antarctica (1993-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a series of Taylor Valley lakes have been monitored for conductivity, temperature, and depth (CTD). A Seabird instrument was used to record CTD profiles in these perennial ice covered lakes.
DOI: 10.6084/m9.figshare.24424861
title: <b>Supplementary Material – </b><b>An overlooked or elusive species? </b><b><i>Adiantum raddianum</i></b><b> (Pteridaceae), a new record for Honduran Flora</b>

description: <b>Table S1 – </b><b>Morphological comparison between </b><b><i>Adiantum raddianum</i></b><b> and the six most similar species reported from Honduras.</b>
DOI: 10.6084/m9.figshare.24424861.v1
title: <b>Supplementary Material – </b><b>An overlooked or elusive species? </b><b><i>Adiantum raddianum</i></b><b> (Pteridaceae), a new record for Honduran Flora</b>

description: <b>Table S1 – </b><b>Morphological comparison between </b><b><i>Adiantum raddianum</i></b><b> and the six most similar species reported from Honduras.</b>
DOI: 10.34740/kaggle/dsv/6779106
title: Global Crypto Currency Price Database
DOI: 10.26033/1aft-4018
title: MIT-Hawaii Near-Earth Object Spectroscopic Survey (MITHNEOS) IRTF Spectra of Asteroids from 2000 to 2021 Bundle V1.0

description: This dataset is comprised of the near-infrared (0.65-2.5 micron) spectra of near-Earth objects (NEOs) and Mars crossing asteroids (MCs) as part of the MIT-Hawaii Near-Earth Object Spectroscopic Survey (MITHNEOS). The spectra were obtained from the 3-meter NASA Infrared Telescope Facility (IRTF) on Mauna Kea using the SpeX instrument in Low-Resolution Prism mode and the 0.8 x 15" slit. Guiding was performed using spillover light from the slit with GuideDog for data taken prior to 2014, and using the MORIS CCD imager 2014 and later.
DOI: 10.6084/m9.figshare.24424843
title: Bidirectional reflectance changes induced with blue light in wild plants

description: Recordings of changes in bidirectional reflectance and hemispherical transmittance in plants collected in the field: <i>Draba verna</i><i>, Stellaria media</i><i>, Tussilago farfara</i><i>, </i>and <i>Vaccinium myrtillus.T</i>he sun-exposed side of leaves (adaxial – <i>Arabidopsis</i>, <i>Draba</i>, <i>Stellaria</i>; abaxial - <i>Tussilago</i>) or stems (<i>Vaccinium</i>) were irradiated with low (0.1) or high blue light (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) or mock irradiation. The angle of incidence of beams was 55° while the angle of observation was 0° (diffuse reflectance recorded).Binary files can be opened with BeamJ (https://github.com/pawelHerm/beamJ/tree/master/BeamJ), while the CSV files can be opened with a text editor or MS Excel.
DOI: 10.6084/m9.figshare.24424843.v1
title: Bidirectional reflectance changes induced with blue light in wild plants

description: Recordings of changes in bidirectional reflectance and hemispherical transmittance in plants collected in the field: <i>Draba verna</i><i>, Stellaria media</i><i>, Tussilago farfara</i><i>, </i>and <i>Vaccinium myrtillus.T</i>he sun-exposed side of leaves (adaxial – <i>Arabidopsis</i>, <i>Draba</i>, <i>Stellaria</i>; abaxial - <i>Tussilago</i>) or stems (<i>Vaccinium</i>) were irradiated with low (0.1) or high blue light (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) or mock irradiation. The angle of incidence of beams was 55° while the angle of observation was 0° (diffuse reflectance recorded).Binary files can be opened with BeamJ (https://github.com/pawelHerm/beamJ/tree/master/BeamJ), while the CSV files can be opened with a text editor or MS Excel.
DOI: 10.5281/zenodo.10035553
title: Dados da Pesquisa
DOI: 10.5281/zenodo.10035552
title: Dados da Pesquisa
DOI: 10.6084/m9.figshare.24424618
title: Data and code for: Plant physical defenses contribute to a latitudinal gradient in resistance to insect herbivory within a widespread perennial grass

description: Herbivore pressure can vary across a species’ range, resulting in different defensive strategies. If herbivory is greater at lower latitudes, plants may be better defended there, potentially driving a latitudinal gradient in defense. However, relationships that manifest across the entire range of a species may be confounded by differences occurring within genetic subpopulations, which may obscure the drivers of these latitudinal gradients. To address this, we grew plants of the widespread perennial grass <i>Panicum virgatum</i><i> </i>in a common garden that included genotypes from three genetic subpopulations spanning an 18.5° latitudinal gradient. We then assessed defensive strategies of these plants by measuring two physical resistance traits—leaf mass per area (LMA) and leaf ash, a proxy for silica—and multiple measures of herbivory by caterpillars of the generalist herbivore fall armyworm (<i>Spodoptera frugiperda</i>).
DOI: 10.6084/m9.figshare.21082654
title: Transmittance and bidirectional reflectance changes induced by blue light in Arabidopsis wild type and chloroplast movement mutants

description: Reflectance single polarizer setup: Time courses of changes in red-light bidirectional reflectance induced by 1 h irradiation with low (0.1 µmol·m<sup>-2</sup>·s<sup>-1</sup>) or high (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) blue light of the adaxial surface of rosette leaves of 5-week-old <i>Arabidopsis</i> plants. Measurements were recorded for wild-type (WT), <i>glabra1, phot1</i>,<i> phot2</i>, <i>phot1phot2,</i> and <i>jac1 </i>mutants. The angle of incidence of the measuring and actinic beams was 40° or 55°. The detector was positioned at the angle of 0° (the detector normal parallel to the leaf normal) or either -40° (when incidence at 40°) or -55° (when incidence at 55°). The transmission axis of the polarizer was either parallel (<i>P</i>) or perpendicular (<i>S</i>) to the plane of incidence.Reflectance two polarizer setup: Time courses of the polarized red-light bidirectional reflectance induced by 1 h irradiation with high blue light (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) of the adaxial surface of rosette leaves of 5-week-old wild-type and <i>phot1phot2</i> <i>Arabidopsis</i> plants. The blue actinic and red measuring beams impinged the adaxial leaf surface at the angle of 55°. For measurements of diffuse reflectance, the detector was positioned at 0° to the leaf’s normal. For measurements of combined specular and diffuse reflectance, the detector was positioned at -55°. Four possible combinations of the orientation (<i>P/S</i>) of the polarizers in front of the measuring light source and the detector were examinedBinary files can be opened with BeamJ (https://github.com/pawelHerm/beamJ/tree/master/BeamJ), while the CSV files can be opened with a text editor or MS Excel.
DOI: 10.6084/m9.figshare.21082654.v6
title: Transmittance and bidirectional reflectance changes induced by blue light in Arabidopsis wild type and chloroplast movement mutants

description: Reflectance single polarizer setup: Time courses of changes in red-light bidirectional reflectance induced by 1 h irradiation with low (0.1 µmol·m<sup>-2</sup>·s<sup>-1</sup>) or high (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) blue light of the adaxial surface of rosette leaves of 5-week-old <i>Arabidopsis</i> plants. Measurements were recorded for wild-type (WT), <i>glabra1, phot1</i>,<i> phot2</i>, <i>phot1phot2,</i> and <i>jac1 </i>mutants. The angle of incidence of the measuring and actinic beams was 40° or 55°. The detector was positioned at the angle of 0° (the detector normal parallel to the leaf normal) or either -40° (when incidence at 40°) or -55° (when incidence at 55°). The transmission axis of the polarizer was either parallel (<i>P</i>) or perpendicular (<i>S</i>) to the plane of incidence.Reflectance two polarizer setup: Time courses of the polarized red-light bidirectional reflectance induced by 1 h irradiation with high blue light (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) of the adaxial surface of rosette leaves of 5-week-old wild-type and <i>phot1phot2</i> <i>Arabidopsis</i> plants. The blue actinic and red measuring beams impinged the adaxial leaf surface at the angle of 55°. For measurements of diffuse reflectance, the detector was positioned at 0° to the leaf’s normal. For measurements of combined specular and diffuse reflectance, the detector was positioned at -55°. Four possible combinations of the orientation (<i>P/S</i>) of the polarizers in front of the measuring light source and the detector were examinedBinary files can be opened with BeamJ (https://github.com/pawelHerm/beamJ/tree/master/BeamJ), while the CSV files can be opened with a text editor or MS Excel.
DOI: 10.6084/m9.figshare.21082654.v5
title: Bidirectional reflectance changes in Arabidopsis wild type and chloroplast movement mutants

description: Time courses of changes in red-light bidirectional reflectance induced by 1 h irradiation with low (0.1 µmol·m<sup>-2</sup>·s<sup>-1</sup>) or high (100 µmol·m<sup>-2</sup>·s<sup>-1</sup>) blue light of the adaxial surface of rosette leaves of 5-week-old <i>Arabidopsis</i> plants. Measurements were recorded for wild-type (WT), <i>glabra1, phot1</i>,<i> phot2</i>, <i>phot1phot2,</i> and <i>jac1 </i>mutants. The angle of incidence of the measuring and actinic beams was 40° or 55°. The detector was positioned at the angle of 0° (the detector normal parallel to the leaf normal) or either -40° (when incidence at 40°) or -55° (when incidence at 55°). The transmission axis of the polarizer was either parallel (<i>P</i>) or perpendicular (<i>S</i>) to the plane of incidence.Binary files can be opened with BeamJ (https://github.com/pawelHerm/beamJ/tree/master/BeamJ), while the CSV files can be opened with a text editor or MS Excel.
DOI: 10.5883/ds-strineur
title: Towards elucidating species diversity of European inland Strigamia (Chilopoda: Geophilomorpha): a first reassessment integrating multiple lines of evidence.

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-palantho
title: An enigmatic Anthophorine bee from the south of France revealed as a new species: Anthophora (Paramegilla) ahlamae Rasmont and Wood

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-ewmtp
title: Environmental drivers of genetic diversity and phylogeographic pattern in urban earthworms

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-ewfg2023
title: Dissecting earthworm diversity in tropical rainforests

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-2023rheo
title: DNA barcodes and morphology reveal new species within the Rheotanytarsus guineensis species group from China (Diptera: Chironomidae)

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.17608/k6.auckland.24424888
title: 4DFlowNet - high resolution aortic CFD dataset

description: This is the aortic CFD dataset used for 4DFlowNet as published in the original paper<br>https://www.frontiersin.org/articles/10.3389/fphy.2020.00138/fullCode is accessible here: https://github.com/EdwardFerdian/4DFlowNetPlease follow the instructions on github to prepare the low resolution data.<br>
DOI: 10.25417/uic.24264541
title: PRIM STFT

description: Skin blood flow analysis with STFT spectral analysis.
DOI: 10.25417/uic.24264541.v1
title: PRIM STFT

description: Skin blood flow analysis with STFT spectral analysis.
DOI: 10.3886/e190981v1-142547
title: Impact of Corruption on Populism

description: We employ an original dataset focusing on populist parties in every national election in 28 European countries since 1990 and examine the conditions under which they increase their vote share. Our statistical analyses reveal that increasing corruption is a key determinant of increasing support for populist actors.
DOI: 10.5281/zenodo.8006854
title: MDSINE2 Dataset Inference Analysis

description: MDSINE2 Inference Analysis files. 1) Replicate + Inference 2) Cross-Validation inference with comparator analysis included
DOI: 10.5281/zenodo.8208455
title: MDSINE2 Dataset Inference Analysis

description: MDSINE2 Inference Analysis files. This archive contains:
1) Replicates for negative binomial fitting.
2) Cross-Validation inference with comparator analysis included.
For the full project/source pipeline, refer to https://github.com/gerberlab/MDSINE2_Paper. Each ZIP archive has been split due to technical limitations while uploading large files through Zenodo's web API.
To download the files, we recommend either our in-house tool (https://github.com/gibsonlab/zenodo_download) or Zenodo's endorsed tool (https://github.com/dvolgyes/zenodo_get).
To unzip a multi-part ZIP file, we recommend using 7-zip. For example, to unpack the cross-validation MDSINE2 default runs, do the following from the command line:
7z x mdsine2-modules.zip
NOTE: this updated zenodo record does not contain the full inference samples, due to file size limitations. (Version 1 of this upload has invalid tar.xf archives due to an erroneous file transfer). Please refer to https://doi.org/10.5281/zenodo.8208502 for those files.
DOI: 10.5281/zenodo.10035459
title: Machine learning based methods to generate conformational ensembles of disordered proteins (len54)

description: data is in rep_1 for all sequences, which contains the trajectory (xtc) file, Rg information (in the file Rg.out), pairwise distance information (in the file traj_analysis_data/pairwise_distance_matrix.csv) and the bspline coefficients (in the file bspline_info/xyz_coeff.npy)
DOI: 10.5281/zenodo.10035458
title: Machine learning based methods to generate conformational ensembles of disordered proteins (len54)

description: data is in rep_1 for all sequences, which contains the trajectory (xtc) file, Rg information (in the file Rg.out), pairwise distance information (in the file traj_analysis_data/pairwise_distance_matrix.csv) and the bspline coefficients (in the file bspline_info/xyz_coeff.npy)
DOI: 10.5281/zenodo.10035637
title: Flash drought
DOI: 10.5281/zenodo.10035636
title: Flash drought
DOI: 10.22002/t923s-4p068
title: Garlock DAS Dataset

description: These are h5 files of earthquake waveforms and npz files of active and virtual shot gathers used in "Imaging the Garlock Fault Zone with a Fiber: A Missing Damage Zone and Hidden Bimaterial Contrast." The locations of the shots and the corresponding station locations are included as text files.
DOI: 10.5066/p9m3qcvw
title: Pesticide residues in passive samplers and bee tissue from Conservation Reserve Program fields across an agricultural gradient in eastern Iowa, USA, 2019 (ver 2.0, October 2023)

description: This data release includes sampling location, pesticide concentrations in passive samplers (silicone bands) and bees foraging in Conservation Reserve Program fields. Sampling took place during July and August of 2019. Fields were located on private land managed for the U.S. Department of Agriculture Conservation Reserve Program in eastern central Iowa, U.S.A.
DOI: 10.25946/20010401
title: Representations of Autistic selfhood in everyday life: Towards a prototypical approach

description: Spreadsheet results used to construct prototypes for Emotions, Stress & Anxiety Core Category, Sensory Processing Issues, and Social Interactions
DOI: 10.25946/20010401.v1
title: Representations of Autistic selfhood in everyday life: Towards a prototypical approach

description: Spreadsheet results used to construct prototypes for Emotions, Stress & Anxiety Core Category, Sensory Processing Issues, and Social Interactions
DOI: 10.26183/sn8y-wq57
title: Personality matters: exploring the relationship between personality and stress physiology in captive African lions

description: This repository will host anonymized data collected for the study titled "Personality Matters: Exploring the Relationship Between Personality and Stress Physiology in Captive African Lions" as part of the PhD research requirements. The study was conducted between June and August 2018 and May to December 2019 on twenty-two captive African lions, which were rated by their caretakers at two locations in NSW. This research was approved by the Animal Care and Ethics Committee at Western Sydney University, New South Wales (A12772). The data collection methods included big cat behavioural observations, an animal personality checklist, thermal assessment and glucocorticoid assessments using faecal cortisol analysis. The personality traits for the lions were rated on a 7-point Likert scale, where 1 represents “not at all” and 7 represents “very much”, describing the degree to which a behaviour is seen in an animal.

This data is now published as a journal article and can be accessed at: 
Vaz, J., Bartley, A. & Hunt, J. Personality matters: exploring the relationship between personality and stress physiology in captive African lions. BMC Zool 7, 30 (2022). https://doi.org/10.1186/s40850-022-00126-9
DOI: 10.34740/kaggle/dsv/6779549
title: BBC News
DOI: 10.34740/kaggle/dsv/6779576
title: Youtube Trending Video - Taiwan & Hong Kong
DOI: 10.3886/e114620v1-142548
title: Replication data for: The Fiscal Cost of Hurricanes: Disaster Aid versus Social Insurance

description: Little is known about the fiscal costs of natural disasters, especially regarding social safety nets that do not specifically target extreme weather events. This paper shows that US hurricanes lead to substantial increases in non-disaster government transfers, such as unemployment insurance and public medical payments, in affected counties in the decade after a hurricane. The present value of this increase significantly exceeds that of direct disaster aid. This implies, among other things, that the fiscal costs of natural disasters have been significantly underestimated and that victims in developed countries are better insured against them than previously thought.
description: United States.
DOI: 10.6084/m9.figshare.24425065
title: Improving Students’ Performance and Problem-Solving Attitudes through Problem-Based Learning in Physics classes in Uganda

description: This study investigates the impact of Problem-Based Learning (PBL) instruction on students’ academic performance and problem-solving attitudes in Physics classes in Sheema District, Western Uganda, 144 form-2 students participated in this quasi-experimental study. The research design incorporated pretest and post test and attitudes, aligned with physics education, to evaluate the effectiveness of teaching simple machines. Teachers were trained to implement PBL to teach the principles of simple machines. Pretest and post test were administered to assess student performance, while a Likert-scale questionnaire was used to measure problem-solving attitudes. The findings indicate a substantial improvement in student performance, with the intervention significantly enhancing academic outcomes. Also, the study positively impacted problem-solving attitudes, reflected in increased post-attitude scores. Notably, the effect of school type (public vs. private) was significant in performance but not in attitudes, indicating a leveling effect, This research suggests that PBL instruction can be a valuable educational strategy to enhance student performance and foster positive problem-solving attitudes. These findings contribute to understanding effective pedagogical practices in the context of physics education in Uganda.
DOI: 10.6084/m9.figshare.24425065.v1
title: Improving Students’ Performance and Problem-Solving Attitudes through Problem-Based Learning in Physics classes in Uganda

description: This study investigates the impact of Problem-Based Learning (PBL) instruction on students’ academic performance and problem-solving attitudes in Physics classes in Sheema District, Western Uganda, 144 form-2 students participated in this quasi-experimental study. The research design incorporated pretest and post test and attitudes, aligned with physics education, to evaluate the effectiveness of teaching simple machines. Teachers were trained to implement PBL to teach the principles of simple machines. Pretest and post test were administered to assess student performance, while a Likert-scale questionnaire was used to measure problem-solving attitudes. The findings indicate a substantial improvement in student performance, with the intervention significantly enhancing academic outcomes. Also, the study positively impacted problem-solving attitudes, reflected in increased post-attitude scores. Notably, the effect of school type (public vs. private) was significant in performance but not in attitudes, indicating a leveling effect, This research suggests that PBL instruction can be a valuable educational strategy to enhance student performance and foster positive problem-solving attitudes. These findings contribute to understanding effective pedagogical practices in the context of physics education in Uganda.