cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/d4a65dc412d5b8964ea962e5bcf9b5bb
title: Normalized Difference Vegetation Index (NDVI) derived from 2019 National Agriculture Imagery Program (NAIP) data for the central Arizona region

description: This project calculates two vegetation indices—Normalized Difference Vegetation Index (NDVI) and Soil Adjusted Vegetation Index (SAVI) from the National Agriculture Imagery Program (NAIP) remotely sensed imagery. The intent is to make remotely sensed variables and visualizations accessible to stakeholders and researchers studying the Phoenix metropolitan area. NDVI and SAVI are calculated from the 2019 NAIP imagery (1m resolution). This dataset extends the 2010, 2013, 2015, and 2017 NDVI and SAVI products derived from NAIP imagery (also 1m resolution). All images are cropped to the CAP study area boundary.
DOI: 10.6084/m9.figshare.23272151
title: conformal_map.html from Derivation of a macroscopic model for Brownian hard needles

description: Html version of the file “conformal_map.mlx”.
DOI: 10.6084/m9.figshare.23272151.v1
title: conformal_map.html from Derivation of a macroscopic model for Brownian hard needles

description: Html version of the file “conformal_map.mlx”.
DOI: 10.6084/m9.figshare.23272154
title: time-dep_solution.ipynb from Derivation of a macroscopic model for Brownian hard needles

description: Julia notebook with the code to obtain the time-dependent solutions of the space-homogeneous problem (5.2) and generate Figure 3(b).
DOI: 10.6084/m9.figshare.23272154.v1
title: time-dep_solution.ipynb from Derivation of a macroscopic model for Brownian hard needles

description: Julia notebook with the code to obtain the time-dependent solutions of the space-homogeneous problem (5.2) and generate Figure 3(b).
DOI: 10.6084/m9.figshare.23272157
title: stationary_solution.html from Derivation of a macroscopic model for Brownian hard needles

description: Html version of the file “stationary_solution.mlx”.
DOI: 10.6084/m9.figshare.23272157.v1
title: stationary_solution.html from Derivation of a macroscopic model for Brownian hard needles

description: Html version of the file “stationary_solution.mlx”.
DOI: 10.6084/m9.figshare.23272160
title: PlotExcludedVolume.py from Derivation of a macroscopic model for Brownian hard needles

description: Python code to generate snapshots of the three-dimensional excluded volume for various angles including the plot in Figure 1.
DOI: 10.6084/m9.figshare.23272160.v1
title: PlotExcludedVolume.py from Derivation of a macroscopic model for Brownian hard needles

description: Python code to generate snapshots of the three-dimensional excluded volume for various angles including the plot in Figure 1.
DOI: 10.6084/m9.figshare.23272163
title: stationary_solution.mlx from Derivation of a macroscopic model for Brownian hard needles

description: Matlab Live Code file with the code for the fixed-point iteration (5.4) to obtain the stationary solution of the space-homogeneous problem (5.2) and generate Figure 3(a).
DOI: 10.6084/m9.figshare.23272163.v1
title: stationary_solution.mlx from Derivation of a macroscopic model for Brownian hard needles

description: Matlab Live Code file with the code for the fixed-point iteration (5.4) to obtain the stationary solution of the space-homogeneous problem (5.2) and generate Figure 3(a).
DOI: 10.6084/m9.figshare.23272166
title: conformal_map.mlx from Derivation of a macroscopic model for Brownian hard needles

description: Matlab Live Code file with the code to numerically obtain the constants of the Schwarzâ€“Christoffel map g in (A.2) and plot the map in Figure 5(a).
DOI: 10.6084/m9.figshare.23272166.v1
title: conformal_map.mlx from Derivation of a macroscopic model for Brownian hard needles

description: Matlab Live Code file with the code to numerically obtain the constants of the Schwarzâ€“Christoffel map g in (A.2) and plot the map in Figure 5(a).
DOI: 10.6084/m9.figshare.23206592
title: Composite discharge series for each NEON stream/river site.

description: Five-minute discharge series composited from the best available estimates across NEON's continuous discharge product and Vlah et al. 2023. <br> CSV column definitions: datetime: date and time, UTC discharge_Ls: estimated discharge, liters per second discharge_lower95_Ls: 2.5% prediction interval discharge_upper95_Ls: 97.5% prediction interval source (categorical): source of predictions NEON: NEON continuous discharge product DP4.00230.001 Linreg_scaled: linear regression on specific discharge (i.e. scaled by watershed area) Linreg: linear regression on absolute discharge generalist: LSTM broadly trained on CAMELS and MacroSheds data specialist: || and finetuned on NEON discharge generalist_pgdl: LSTM broadly trained on CAMELS, MacroSheds, and NHM data specialist_pgdl: || and finteuned on NHM discharge
DOI: 10.6084/m9.figshare.23206592.v1
title: Composite discharge series for each NEON stream/river site.

description: Five-minute discharge series composited from the best available estimates across NEON's continuous discharge product and Vlah et al. 2023. <br> CSV column definitions: datetime: date and time, UTC discharge_Ls: estimated discharge, liters per second discharge_lower95_Ls: 2.5% prediction interval discharge_upper95_Ls: 97.5% prediction interval source (categorical): source of predictions NEON: NEON continuous discharge product DP4.00230.001 Linreg_scaled: linear regression on specific discharge (i.e. scaled by watershed area) Linreg: linear regression on absolute discharge generalist: LSTM broadly trained on CAMELS and MacroSheds data specialist: || and finetuned on NEON discharge generalist_pgdl: LSTM broadly trained on CAMELS, MacroSheds, and NHM data specialist_pgdl: || and finteuned on NHM discharge
DOI: 10.6084/m9.figshare.22349377
title: Input data for regression and deep learning approaches

description: This zip file contains all input time-series data needed to run the code for "Virtual gauges: the surprising potential to reconstruct continuous streamflow from strategic measurements" by Vlah et al. 2023. You may also want to download our complete zip of model objects, rather than re-running hundreds of models. Follow the README files in our code on GitHub: https://github.com/vlahm/neon_q_sim.
DOI: 10.6084/m9.figshare.23272148
title: Script and data for the manuscript "Agronomic non-native species are overrepresented across habitat types in central Canada" by Murillo et al.

description: The project contains R scripts and data underlying the manuscript by Murillo et al., "Agronomic non-native species are overrepresented across habitat types in central Canada". <br> <strong>1. R code of analysis for the main manuscript:</strong> agronomic_species_ms_script.R <br> <strong>2. Datasets used in the R script file:</strong> adjusted_values_all_final2.csv Dataset with the richness values adjusted to account for differences in plot sizes across habitat types. Details on this procedure can be found in the main manuscript. <br> species_data_all_habitats_functional_trait.csv Vegetation survey data with the full species-plot observations, including the foliar cover of each species. <br> species.cover.aliens.only.csv Dataset of all non-native species from the vegetation survey, the total cover of each species, and the assigned usage category. For details on usage category, refer to the main manuscript.
DOI: 10.5281/zenodo.7231941
title: Physiological impacts of chronic and experimental Plasmodium infection on breeding-condition male songbirds

description: This file contains data for an experimental inoculation project aimed at understanding physiological impacts of <em>Plasmodium </em>in breeding-condition songbirds. The 'readme' tab contains explanations for columns on each spreadsheet. We first compared metrics of health (mass, scaled mass, hematocrit, activity rate) and reproductive readiness (cloacal protuberance volume, maximum testosterone concentration in plasma) in male songbirds (Dark-eyed junco, <em>Junco hyemalis hyemalis</em>) with and without chronic <em>Plamodium</em> infections. Then, we quantified the change in these metrics following experimental inoculation with <em>Plasmodium</em>, and asked whether these changes varied between males with and without chronic <em>Plasmodium</em> infections.
DOI: 10.5281/zenodo.7231942
title: Higher metrics of health and reproductive readiness detected in songbirds with chronic Plasmodium infections persist following experimental inoculation

description: These two files are the result of a manuscript titled, 'Higher metrics of health and reproductive readiness detected in songbirds with chronic <em>Plasmodium</em> infections persist following experimental inoculation'. We first compared metrics of health (mass, scaled mass, hematocrit, activity rate) and reproductive readiness (cloacal protuberance volume, maximum testosterone concentration in plasma) in male songbirds (Dark-eyed junco, <em>Junco hyemalis hyemalis</em>) with and without chronic <em>Plamodium</em> infections. Then, we quantified the change in these metrics following experimental inoculation with <em>Plasmodium</em>, and asked whether these changes varied between males with and without chronic <em>Plasmodium</em> infections. The file ending in "_Dataframe" contains all data analyzed for this manuscript. The file ending in "_Results" includes three tables of results from the dataframe.
DOI: 10.5281/zenodo.7992397
title: Physiological impacts of chronic and experimental Plasmodium infection on breeding-condition male songbirds

description: This file contains data for an experimental inoculation project aimed at understanding physiological impacts of <em>Plasmodium </em>in breeding-condition songbirds. The 'readme' tab contains explanations for columns on each spreadsheet. We first compared metrics of health (mass, scaled mass, hematocrit, activity rate) and reproductive readiness (cloacal protuberance volume, maximum testosterone concentration in plasma) in male songbirds (Dark-eyed junco, <em>Junco hyemalis hyemalis</em>) with and without chronic <em>Plamodium</em> infections. Then, we quantified the change in these metrics following experimental inoculation with <em>Plasmodium</em>, and asked whether these changes varied between males with and without chronic <em>Plasmodium</em> infections.
DOI: 10.6073/pasta/53f8276a59946a3dccece3f30ba6e035
title: Soil-Adjusted Vegetation Index (SAVI) derived from 2019 National Agriculture Imagery Program (NAIP) data for the central Arizona region

description: This project calculates two vegetation indices—Normalized Difference Vegetation Index (NDVI) and Soil Adjusted Vegetation Index (SAVI) from the National Agriculture Imagery Program (NAIP) remotely sensed imagery. The intent is to make remotely sensed variables and visualizations accessible to stakeholders and researchers studying the Phoenix metropolitan area. NDVI and SAVI are calculated from the 2019 NAIP imagery (1m resolution). This dataset extends the 2010, 2013, 2015, and 2017 NDVI and SAVI products derived from NAIP imagery (also 1m resolution). All images are cropped to the CAP study area boundary.
DOI: 10.6084/m9.figshare.23272214
title: touching_a_mechanical_body_final_dataset.xlsx

description: <strong>Abstract: </strong>The growing prevalence of social robots in various fields necessitates a deeper understanding of touch in Human-Robot Interaction (HRI). This study investigates how human-initiated touch influences physiological responses during interactions with robots, considering factors such as anthropomorphic framing of robot body parts and attributed gender. Two types of anthropomorphic framings are applied: the use of anatomical body part names and assignment of male or female gender to the robot. Higher physiological arousal is observed when touching less accessible body parts than when touching more accessible body parts in both conditions. Results also indicate that using anatomical names intensifies arousal compared to the control condition. Additionally, touching the male robot resulted in higher arousal in all participants, especially when anatomical body part names were used. This study contributes to the understanding of how anthropomorphic framing and gender impact physiological arousal in touch interactions with social robots, offering valuable insights for social robotics development. <br> This dataset contains measurements of participant physiological arousal measured by skin conductance response and signal processing, in each experimental condition. Additionally, the dataset contains results from NARS-PL and BHNU questionnaires.
DOI: 10.6084/m9.figshare.23272214.v1
title: touching_a_mechanical_body_final_dataset.xlsx

description: <strong>Abstract: </strong>The growing prevalence of social robots in various fields necessitates a deeper understanding of touch in Human-Robot Interaction (HRI). This study investigates how human-initiated touch influences physiological responses during interactions with robots, considering factors such as anthropomorphic framing of robot body parts and attributed gender. Two types of anthropomorphic framings are applied: the use of anatomical body part names and assignment of male or female gender to the robot. Higher physiological arousal is observed when touching less accessible body parts than when touching more accessible body parts in both conditions. Results also indicate that using anatomical names intensifies arousal compared to the control condition. Additionally, touching the male robot resulted in higher arousal in all participants, especially when anatomical body part names were used. This study contributes to the understanding of how anthropomorphic framing and gender impact physiological arousal in touch interactions with social robots, offering valuable insights for social robotics development. <br> This dataset contains measurements of participant physiological arousal measured by skin conductance response and signal processing, in each experimental condition. Additionally, the dataset contains results from NARS-PL and BHNU questionnaires.
DOI: 10.15468/dl.3zv23b
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops mattogrossensis Amaral, 1925"
 ]
}

 The dataset includes 157 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279507-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn8kys
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schefflera parasitica (Blume) Harms"
 ]
}

 The dataset includes 35 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033775-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10219180
title: Metabolomics Peak Tables of the publication "Screening of leaf extraction and storage conditions for eco-metabolomics studies"

description: This dataset is a metabolomics study of maize extracts. The dataset consists of peak tables (.csv files) and MS/MS fragment patterns (.mgf files) both exported from MetaboScape. Additionally the results of a Principal Component Analysis are provided for the LLE optimisation part of the dataset.

All further details are available in the publication in Plant Direct: https://doi.org/10.1002/pld3.578
DOI: 10.5281/zenodo.7980857
title: Resolving the Interpretation of Magnetic Coercivity Components from Backfield Isothermal Remanence Curves Using Unmixing of Non-linear Preisach Maps: Application to Loess-Paleosol Sequences

description: The data set includes:


1. Non-linear Preisach measurements for Lunca and Costinești loess-paleosol sections


2. IRM coercivity distributions from Lunca and Costinesti interpolated on a common sequence of fields


3. Lunca granulometry data


4. Median Grain size for Costineși section.


5. Magnetic susceptibility data measured at Lunca section (Constantin et al., 2015)


6. IRM acquisition curves derived from backfield IRM data through rescaling for Costinesti section


7. Costinesti rock magnetic data (Necula et al., 2015)
DOI: 10.15468/dl.3ya7r6
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Contia longicauda Feldman & Hoyer, 2010"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279528-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkexcu
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circaea repens Wall."
 ]
}

 The dataset includes 203 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138003-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10955516
title: Model Datafiles for Observed seasonal changes in Martian hydrogen chloride consistent with heterogeneous chemistry on atmospheric dust and ice

description: Datafiles produced by the 1-D photochemistry model used to create the publication "Observed seasonal changes in Martian hydrogen chloride consistent with heterogeneous chemistry on atmospheric dust and ice" - Taysum et al. 2024.

 

matching_orbits_v2.txt : Lists the orbital parameters and water vapour / aerosol file names corresponding to each of the 77 ACS MIR HCl observations that we study.

 

MCD_GlobaMaps.zip : .nc files containing model output where the model is ran at Longitude 0 degrees, across Ls 0 --> 360 in intervals of 30 degrees, and latitudes 60 S to 60 N in intervals of 15 degrees.



LowTau : model runs with the chlorine heterogeneous chemistry scheme active.



MY34/ : Runs driven with MY34 climatology from the MCDv6.1

StandardClim/ : Runs driven with Standard Climatology from the MCDv6.



No_Chlorine : model runs with no chlorine tracers in the model chemistry.



MY34/ : Runs driven with MY34 climatology from the MCDv6.1

StandardClim/ : Runs driven with Standard Climatology from the MCDv6.1

 




ACS_Comparisons.zip : .nc files containing the model output for specific ACS MIR HCl observations in Mars Year 34.



LowTau : model runs with the chlorine heterogeneous chemistry scheme active.



MY34/ : Runs driven with MY34 climatology from the MCDv6.1

StandardClim/ : Runs driven with Standard Climatology from the MCDv6.1

TGO/ : Runs driven with MY34 climatology, and TGO measured water ice, dust, and H2O vapor profiles, driven at the position of the ACS-TIRVIM aerosol retrievals corresponding to the approximately colocated ACS MIR HCl observation



No_Chlorine : model runs with no chlorine tracers in the model chemistry.



MY34/ : Runs driven with MY34 climatology from the MCDv6.1

StandardClim/ : Runs driven with Standard Climatology from the MCDv6.1

TGO/ : Runs driven with MY34 climatology, driven at the position of the ACS-TIRVIM aerosol retrievals corresponding to the approximately colocated ACS MIR HCl observation
DOI: 10.15468/dl.c6rl8m
title: Occurrence Download

description: A dataset containing 4250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boa constrictor Linnaeus, 1758"
 ]
}

 The dataset includes 4250 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031659-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10793458
title: DArTseq genetic dataset associated with the article "Hybrids as mirrors of the past: genomic footprints reveal spatio-temporal dynamics and extinction risk of alpine extremophytes in the mountains of Central Asia"

description: Description: This file stores genetic information on the single nucleotide polymorphism markers (SNPs) in the examined alkali grasses (Poaceae: Puccinellia). The dataset was generetad by Genome-Wide Restriction Fragment Analysis via the DArTseq platform (Diversity Arrays Technology Pty Ltd, Canberra, Australia), which combines complexity reduction methods, fragment size selection, and high-throughput sequencing, optimised for a target organism. The file contains raw data. Usage notes: We used R (version 4.2.2, 2022-10-31; https://www.R-project.org/) and RStudio (version 2022.07.2+576 "Spotted Wakerobin" Release (e7373ef832b49b2a9b88162cfe7eac5f22c40b34, 2022-09-06; http://www.rstudio.com/) on Windows 8.1 to handle this file. We used the dartR R-package (version 2.7.2) with necessary dependencies to import, proccess and analyse this data file as an object of a class genlight (dartR) in the R environment. You may also handle the file as an object of a class genlight using the adegenet and ade4 R-packages. To learn more about installation procedure and how to use of the R-packages visit: https://cran.r-project.org/web/packages/available_packages_by_name.html.
DOI: 10.15468/dl.7zihip
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Landesgartenschau"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004452-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6fmar
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circaea ×sterilis Boufford"
 ]
}

 The dataset includes 91 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138005-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zlrow2
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Scilla siberica Andrews"
 ]
}

 The dataset includes 470 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034039-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10045058
title: Data from "Measurement of the superfluid fraction of a supersolid by Josephson effect'

description: Here we store the data shown in the main text and methods of the manuscript "Measurement of the superfluid fraction of a supersolid by Josephson effect". The data are organized in .dat files with the following scheme: 

X axis    Y axis    Y axis error (if available)     X axis error (if available)

The name of the files refer to the figure number in the paper. If more datasets are plotted in the same figure, the name of the file contains additional information. For example, the file 'FigED5b_Z.dat' contains the data in Extended Data Fig. 5 for the imbalance Z.
DOI: 10.15468/dl.e8gxvp
title: Occurrence Download

description: A dataset containing 332488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "Issue is Coordinate rounded",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 332488 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004452-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.