cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/mlcpkt
title: Record of American Democracy, State Level MCD-Group Data for CA

description: The Record of American Democracy (ROAD) data provide election returns, socioeconomic summaries, and demographic details about the American public at unusually low levels of geographic aggregation. The NSF-supported ROAD project spans every state in the country from 1984 through 1990 (including some off-year elections). These data enable research on topics such as electoral behavior, the political characteristics of local community context, electoral geography, the role of minority groups in elections and legislative redistricting, split ticket voting and divided government, and elections under federalism.
&lt;br /&gt; &lt;br /&gt; Another set of files has added to these roughly 30-40 political variables an additional 3,725 variables merged from the 1990 United States Census for 47,327 aggregate units called MCD Groups. The MCD Group is a construct for purposes of this data collection. It is based on a merging of the electoral precincts and Census Minor Civil Divisions (MCDs). An MCD is about the size of a city or town. An MCD Group is smaller than or equal to a county and (except in California) is greater
than or equal to the size of an MCD. The MCD Group units completely tile the United States landmass. This particular study contains the files for the State Level MCD Group Data for the state of California.
&lt;br /&gt; &lt;br /&gt; Documentation and frequently asked questions are available online at the &lt;a href="http://www.hmdc.harvard.edu/ROAD/"&gt;ROAD Website&lt;/a&gt;. A downloadable PDF codebook is also available in the files section of this study.&lt;br /&gt; &lt;br /&gt;
DOI: 10.7910/dvn/xc5vup
title: Executive Agreements Database, Statement Concerning the Agreement with The Kingdom Of Morocco Regarding Mutual Assistance Between Their Customs Administrations Signed At Washington November 21, 2013 Entered Into Force February 1, 2016

description: TIAS 16-201

First signed 11/21/2013
Last signed 11/21/2013
Entry into force (supplemented by last signed) 02/01/2016

stamped 2016-0014

C06572860

cover memo
DOI: 10.15468/dl.8z74by
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017629-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bufjnn
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrapturus pfluegeri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 74 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025425-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16909345
title: Super-Resolution Potato Leaf Dataset (SRPLD)

description: The Super-Resolution Potato Leaf Dataset (SRPLD) contains three classes: two diseased and one healthy. Images with a scale factor of ×2 have dimensions of 512×512×3, those with a scale factor of ×3 are 768×768×3, and those with a scale factor of ×4 are 1024×1024×3.
DOI: 10.5281/zenodo.16909344
title: Super-Resolution Potato Leaf Dataset (SRPLD)

description: The Super-Resolution Potato Leaf Dataset (SRPLD) contains three classes: two diseased and one healthy. Images with a scale factor of ×2 have dimensions of 512×512×3, those with a scale factor of ×3 are 768×768×3, and those with a scale factor of ×4 are 1024×1024×3.
DOI: 10.15468/dl.qwddk6
title: Occurrence Download

description: A dataset containing 1281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brugmansia arborea (L.) Steud."
 ]
}

 The dataset includes 1281 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001771-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz2sc2
title: Occurrence Download

description: A dataset containing 1110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchorhina aurita Tomes, 1863"
 ]
}

 The dataset includes 1110 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001772-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.j9kd51cjs
title: Dispersal modes affect Rhamnaceae diversification rates in a differentiated manner

description: The evolution of dispersal modes has been proposed to promote the
 diversification of angiosperms. However, little is known about the
 relative impact of different dispersal modes on plant diversification. We
 test the association between dispersal modes and diversification rates
 using Rhamnaceae, the cosmopolitan buckthorn family, as a
 model. We found that species with diplochory have the highest
 diversification rates followed by those with myrmecochory and ballistic
 dispersal, while lineages dispersed by vertebrates and wind have
 relatively low diversification rates. The difference in diversification
 rates may be closely linked to the difference in dispersal distance and
 ecological interactions implied by each dispersal mode. Species that
 disperse over larger geographic distances may have much higher speciation
 rates due to the increased chance of establishing isolated populations due
 to geological barriers or habitat fragmentation. However, long-distance
 dispersal may also increase the chance of extinction. In contrast, species
 with short-distance dispersal modes may have low speciation rates. Complex
 interactions with the surrounding environment may, however, impact
 diversification rates positively by increasing plant survival and
 reproductive success.
description: # Dispersal modes affect Rhamnaceae diversification rates in a
 differentiated manner 
 Paper: Dispersal modes affect Rhamnaceae diversification rates in a
 differentiated manner Authors: Yong-Sheng Chen, Alexandra N.
 Muellner-Riehl, Yi Yang, Jian Liu, Dimitar Dimitrov, Ao Luo, Yuan Luo,
 Hang Sun, Zhi-Heng Wang Description: This zip directory contains the data,
 R code, required to reproduce analyses reported in the associated paper.
 File 1 Phylogenetic tree used for Ancestral state reconstruction and
 Diversification analyses File 2 R code used for Ancestral dispersal mode
 reconstruction File 3 R code used for Diversification analyses
DOI: 10.5281/zenodo.18362006
title: Chinese Semantic-Syntactic Violation ERP

description: Purpose & Design: This dataset is designed to investigate the neural correlates of language processing, specifically the N400 (semantic) and P600 (syntactic) event-related potential components elicited by violations in Chinese sentences. It serves as a benchmark for developing and evaluating brain-computer interfaces (BCIs) and computational models grounded in language cognition.

Participants: Thirteen healthy, right-handed native Chinese speakers (11 male, 2 female), aged 22–26 years, all with undergraduate education, were included in the final analysis.

Experimental Paradigm & Conditions: Sentences were presented in a word-by-word manner (400 ms per word, 100 ms blank interval). Each participant completed trials under three conditions: (1) Correct sentences; (2) Sentences with local syntactic violations; (3) Sentences with semantic violations. Each condition comprised 64 trials per participant.

Data Acquisition: EEG System: Brain Products actiCHamp Plus amplifier with an actiCAP slim/snap 64-channel electrode cap. Montage: Electrodes were placed according to the international 10–20 system. Sampling Rate: 500 Hz. Event Markers: Stimulus onset: S1 (correct), S2 (semantic violation), S4 (syntactic violation). Behavioral response: S7 (correct button press), S8 (incorrect button press).

Preprocessing Pipeline (Recommended & Applied for Analyzed Data): The released data is provided in a raw format. For the results presented in this study, the following standard preprocessing pipeline was applied using EEGLAB: a.Band-pass filtering between 0.1 and 60 Hz. b.Ocular and muscular artifact removal via Independent Component Analysis. c.Re-referencing to the average of TP9 and TP10. d.Epoch extraction from -150 ms to 1000 ms relative to critical word onset, with baseline correction using the [-150, 0] ms window.

Data Structure & Usage Notes: The dataset is organized by participant ID. Researchers are advised to exclude the data from the participant with noted hardware issues (Subject ID: 250102) prior to analysis. The provided preprocessing steps are recommended for reproducibility. This dataset is suited for research on cross-subject ERP analysis, domain generalization in BCIs, and as a testbed for neural decoding algorithms.
DOI: 10.5281/zenodo.18362005
title: Chinese Semantic-Syntactic Violation ERP

description: Purpose & Design: This dataset is designed to investigate the neural correlates of language processing, specifically the N400 (semantic) and P600 (syntactic) event-related potential components elicited by violations in Chinese sentences. It serves as a benchmark for developing and evaluating brain-computer interfaces (BCIs) and computational models grounded in language cognition.

Participants: Thirteen healthy, right-handed native Chinese speakers (11 male, 2 female), aged 22–26 years, all with undergraduate education, were included in the final analysis.

Experimental Paradigm & Conditions: Sentences were presented in a word-by-word manner (400 ms per word, 100 ms blank interval). Each participant completed trials under three conditions: (1) Correct sentences; (2) Sentences with local syntactic violations; (3) Sentences with semantic violations. Each condition comprised 64 trials per participant.

Data Acquisition: EEG System: Brain Products actiCHamp Plus amplifier with an actiCAP slim/snap 64-channel electrode cap. Montage: Electrodes were placed according to the international 10–20 system. Sampling Rate: 500 Hz. Event Markers: Stimulus onset: S1 (correct), S2 (semantic violation), S4 (syntactic violation). Behavioral response: S7 (correct button press), S8 (incorrect button press).

Preprocessing Pipeline (Recommended & Applied for Analyzed Data): The released data is provided in a raw format. For the results presented in this study, the following standard preprocessing pipeline was applied using EEGLAB: a.Band-pass filtering between 0.1 and 60 Hz. b.Ocular and muscular artifact removal via Independent Component Analysis. c.Re-referencing to the average of TP9 and TP10. d.Epoch extraction from -150 ms to 1000 ms relative to critical word onset, with baseline correction using the [-150, 0] ms window.

Data Structure & Usage Notes: The dataset is organized by participant ID. Researchers are advised to exclude the data from the participant with noted hardware issues (Subject ID: 250102) prior to analysis. The provided preprocessing steps are recommended for reproducibility. This dataset is suited for research on cross-subject ERP analysis, domain generalization in BCIs, and as a testbed for neural decoding algorithms.
DOI: 10.5061/dryad.zcrjdfnkf
title: Data from: Unexpected discovery: A new 3,3'-bipyrazolo[3,4-b]pyridine scaffold and its comprehensive analysis

description: A novel 3,3’-bipyrazolo[3,4-b]pyridine scaffold was obtained as a product
 of serendipity. This article describes the synthesis and characterization
 this new compound,
 3,3'-dimethyl-1,1'-diphenyl-1H,1'H-[6,6'-bipyrazolo[3,4-b]pyridine]-5-carbaldehyde, using various analytical techniques such as NMR, IR, HRMS and melting point measurements. The compound was synthesized by reacting Acetamidopyrazole 2 with the Vilsmeier-Haack reagent, resulting in a 40% yield of the final product. From a theoretical viewpoint, the conformational barrier of the compound was studied using ab-initio calculation methodology based on density functional theory. The equilibrium structures associated with the barrier were optimized at a reasonable calculation level (B3LYP/6-311+G(2d,p)), and subsequently, the energy profile corresponding to the conformational barrier was constructed (energies were obtained at the CAM-B3LYP/aug-ccpVTZ level of calculation). Once the most probable structures were identified, theoretical IR and NMR spectra for these structures were obtained for comparison with the corresponding experimental spectra.
description: # Unexpected Discovery: A New 3,3'-Bipyrazolo[3,4-b]pyridine Scaffold
 and its Comprehensive Analysis"
 [https://doi.org/10.5061/dryad.zcrjdfnkf](https://doi.org/10.5061/dryad.zcrjdfnkf) Description of the data and file structure This folder contains all the XYZ files of the most relevant optimized cartesian coordinates of 3,3'-dimethyl-1,1'-diphenyl-1*H*,1'*H*-[6,6'-bipyrazolo[3,4-*b*]pyridine]-5-carbaldehyde. For any further details please contact Dr. Jesus Sanchez Marquez (jesus.sanchezmarquez@uca.es ). **Folder: Figure 8.1** : Energy profile of bipyrazolo[3,4-b]pyridine (conformer 1) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)". **Folder: Figure 8.2:** Energy profile of bipyrazolo[3,4-b]pyridine (conformer 2) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)". **Folder: Figure 8.3** :Energy profile of bipyrazolo[3,4-b]pyridine (conformer 3) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)". **Folder: Figure 8A** :Energy profile of bipyrazolo[3,4-b]pyridine (conformer A) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)". **Folder: Figure 8B** :Energy profile of bipyrazolo[3,4-b]pyridine (conformer B) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)". **Folder: Figure 8C** :Energy profile of bipyrazolo[3,4-b]pyridine (conformer C) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)". **Folder: Figure 8D** :Energy profile of bipyrazolo[3,4-b]pyridine (conformer D) calculated using the CAM-B3LYP/aug-ccpVTZ method/basis set on geometries obtained with B3LYP/6-311+G(2d,p)".
DOI: 10.5061/dryad.x3ffbg7rp
title: Behavioural changes in aposematic Heliconius melpomene butterflies in response to their predatory bird calls

description: Prey-predator interactions have resulted in the evolution of many
 anti-predatory traits. One of them is the ability of prey to listen to
 predators and avoid them. Although prey anti-predatory behavioural
 responses to predator auditory cues are well described in a wide range of
 taxa, studies on whether butterflies change their behaviours in response
 to their predatory calls are lacking. Heliconius butterflies are
 unpalatable and form Müllerian mimicry rings as morphological defence
 strategies against their avian predators. Like many other butterflies in
 the Nymphalidae family, some Heliconius butterflies possess auditory
 organs, which are hypothesized to assist with predator detection. Here we
 test whether Heliconius melpomene changes their behaviour in response to
 their predatory bird calls by observing the behaviour of male and female
 H. m. plessini exposed to calls of Heliconius avian predators:
 rufous-tailed jacamar, migratory Eastern kingbird, and resident tropical
 kingbird. We also exposed them to the calls of the toco toucan, a
 frugivorous bird as a control bird call, and an amplified greenhouse
 background noise as a noise control. We found that individuals changed
 their behaviour in response to Jacamar calls only. Males increased their
 walking and fluttering behaviour, while females did not change their
 behaviour during the playback of the jacamar call. Intersexual behaviours
 like courtship, copulation, and abdomen lifting did not change in response
 to bird calls. Our findings suggest that despite having primary predatory
 defences like toxicity and being in a mimicry ring, H. m. plessini
 butterflies changed their behaviour in response to predator calls.
 Furthermore, this response was predator-specific, as H. m.
 plesseni did not respond to either the Eastern kingbird or the tropic
 kingbird calls. This suggests that Heliconius butterflies may be able to
 differentiate predatory calls, and potentially the birds associated with
 those calls.
description: # Behavioural changes in aposematic *Heliconius melpomene* butterflies in
 response to their predatory bird calls
 [https://doi.org/10.5061/dryad.x3ffbg7rp](https://doi.org/10.5061/dryad.x3ffbg7rp) This includes two datasets: Experiment 1 and Experiment 2 datasets. Within each, there are 5 sheets: 1. Binary change in behaviour at 3 critical time points (when the call starts, ends, and before the start and after the end of calls) 2. 3-minute data for males (a minute before, during, and after the call) 3. 3-minute data for females (a minute before, during, and after the call) 4. 28-minute data for males (14 minutes before, and after the call) 5. 28-minute data for females (14 minutes before, and after the call) In the Experiment 1 datasheet, each sheet contains the details of each variable in that particular sheet at the far right of the data. Please refer to the methods section of the manuscript for more details. The same variables are repeated in the experiment 2 datasheet.
DOI: 10.15468/dl.c3w6zd
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Patagonotothen cornucola",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 110 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003772-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvmdeu
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icuria dunensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 49 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003773-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.b8gtht7k6
title: Data from: Long wavelength topography of Io and predicted isostatic topography resulting from spatial variation in Io's tidal heating

description: After deriving equations that describe the response of isostatic,
 long-wavelength topography to spatial variation of Io's tidal
 heating, we use these equations to plot this response as a function of
 tidal heat variation. We compare the possible range of topographic
 amplitude to the observed global shape of Io (after subtraction of its
 hydrostatic shape).
description: The dataset for Io limb topography used in White et al. (2014,
 <em>JGR: Planets, 119</em>(6)) has been provided courtesy of
 Peter Thomas. This topography is measured with respect to the reference
 ellipsoid of Io (Thomas et al., 1998, <em>Icarus
 135</em>(1)). Spherical harmonic degree 3 and 4
 coefficients were generated with the method summarized in White et al.
 (2014), using smoothing parameter r = 3*10^7.
description: # Data from: Long wavelength topography of Io and predicted isostatic
 topography resulting from spatial variation in Io's tidal heating
 [https://doi.org/10.5061/dryad.b8gtht7k6](https://doi.org/10.5061/dryad.b8gtht7k6) We include Io limb profile topography and the spherical harmonic coefficients of topography in degrees 3 and 4. Then, we utilize our derived equations to demonstrate a model of topography as a function of variation in tidal heating for comparison. ## Description of the data and file structure We include 2 datasets and one program script. ThomasLimbP.txt contains Io limb profile topography, and is provided courtesy of Peter Thomas. The Galileo image used for each profile is listed in Table 1 of [White et al. (2014, *JGR: Planets 119*(6), pp. 1276-1301)](https://doi.org/10.1002/2013JE004591). All the profiles are included in the same file, where the first column is the longitude (°W), the second column is latitude (°N), and the third column is the topography in km with respect to the reference ellipsoid defined in [Thomas et al. (1998, *Icarus 13*5(1), pp. 175-180)](https://doi.org/10.1006/icar.1998.5987). Io_SphHarmCoef_Norm.txt contains spherical harmonic coefficients of topography in degrees 3 and 4. These were generated from the limb profile topography using the method summarized in White et al. (2014) with smoothing parameter *r*=3*10^7. The columns are as follows: degree *l*, order *m*, index 1 or -1, coefficient, uncertainty. The index is 1 for the C_{l,m} coefficient and -1 for the S_{l,m} coefficient. The spherical harmonic coefficient is listed in km, as normalized by the method described in [Nimmo et al. (2011, *JGR: Planets 116*(E11))](https://doi.org/10.1029/2011JE003835). Note: some coefficients may feature a sign error as described in [Nimmo et al. (2013, *JGR: Planets 118*(12))](https://doi.org/10.1002/jgre.20162). The correct C coefficients must be multiplied by (-1)^m, while the correct S coefficients must be multiplied by (-1)^(m+1). ## Sharing/Access information n/a ## Code/Software Use python 3 to run io_heat_flux_topography.py and reproduce the figure from our paper. Required modules include numpy and matplotlib.
DOI: 10.5281/zenodo.18164866
title: Data for "How cloud geometry and solar zenith angle control 3D radiative effects"

description: Supporting data for figures in "How cloud geometry and solar zenith angle control 3D radiative effects."

 Includes:



Cloud properties 



Aspect ratio (aspect_ratio_summary.csv)

Transmissivity (etas.csv)



Fields of 3D and 1D downwelling surface shortwave fluxes of diffuse and direct radiation calculated with the ray tracer of https://github.com/microhh/rte-rrtmgp-cpp



Shallow cumulus, subset due to memory requirements (cb_data_gas_false_results.tar.gz)

Deep convection (trmm_data_gas_false_results.tar.gz)

Stratocumulus (pinacles_data_gas_false_results.tar.gz)



Summary fluxes



Shallow cumulus (cloud_bot_surface_flux_summaries.tar)

Deep convection (trmm_surface_flux_summaries.tar)

Stratocumulus (pinacles_surface_flux_summaries.tar)




 

Scripts for using this data to produce manuscript figures are available via https://github.com/magpowell/3D_radiative_effects