cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.1rn8pk115
title: Coastal dry tropical forests in Florida and the Caribbean in peril: A review

description: Coastal dry tropical forests (CDTFs) are important yet vulnerable
 ecosystems. In this paper, we highlight the special conservation issues
 facing CDTFs by focusing on one variant of the type, those that occupy
 limestone substrate in the northeastern Caribbean. Our analysis draws
 largely from the coastal terrestrial broadleaf forests of the northern
 Bahamas, the Florida Keys, and southwestern Puerto Rico. Based on surveys
 of storm surges recorded during major hurricanes during the last 50 years,
 we define CDTFs as coastal terrestrial broadleaf forests on ground
 surfaces elevated up to 5 m above sea level and occurring within 5 km of
 the coast. These forests are not only threatened by land-use change from
 urbanization but also climate-driven sea level rise (SLR) and hurricanes,
 which have degraded them and reduced their extent. CDTFs are distinguished
 from other dry tropical forests by the occasional influence of marine
 water incursion during periodic storms, requiring species common to these
 forests to have some level of salt tolerance despite experiencing
 well-drained, freshwater conditions during most of their life span. With
 precipitation being the sole freshwater source for most coastal dry
 tropical forests, SLR and the resulting salinization in the rooting zone
 subject these forests to increasingly stressful conditions. Hence, even a
 modest rise in sea level can push numerous imperiled and endangered
 species and coastal terrestrial broadleaf communities to the edge of their
 tolerance, causing a decline in extent or their complete disappearance.
 Outside of protected areas, rapid urbanization has fragmented these
 forests and reduced their extent, which in turn has modified the
 interaction between rising seas and forest function. This work emphasizes
 the need for refined risk assessments to be completed and for conservation
 measures to be enforced so that resources can be directed appropriately to
 prevent further loss of coastal dry tropical forests.
description: # Coastal dry tropical forests in Florida and the Caribbean in peril: A
 review
 [https://doi.org/10.5061/dryad.1rn8pk115](https://doi.org/10.5061/dryad.1rn8pk115) ## List of hurricanes, year, and storm surge in Puerto Rico, The Bahamas, and Florida between 1970 and 2020. Hurricanes (categories I-V) since 1970 and their respective maximum storm surge recorded at three locations in northeastern Caribbean region, Florida, Puerto Rico, and The Bahamas. List of hurricanes, year, and storm surge in Puerto Rico, The Bahamas, and Florida between 1970 and 2020. ## Sharing/Access information Data was derived from the following sources: https://www.nhc.noaa.gov/data/
DOI: 10.5061/dryad.4xgxd25gv
title: Impairment of endothelial function by aerosol from marijuana leaf vaporizers

description: Methods and Results  We exposed 8 rats/group to aerosol generated
 by two vaporizer systems using marijuana with varying THC levels, in a
 single pulsatile exposure session of 2 sec/min over 5 min, and measured
 changes in FMD. To model secondhand exposure, we exposed rats for 1 min to
 diluted aerosol approximating release of uninhaled Volcano aerosol into
 typical residential rooms. Exposure to aerosol from marijuana with and
 without cannabinoids impaired FMD by ~50%. FMD was similarly impaired by
 aerosols from Yocan, and from Volcano at both its standard temperature
 (185°C) and the minimum sublimation temperature of THC (157°C), even
 though the low-temperature aerosol condition did not effectively deliver
 THC to the circulation. Modeled secondhand exposure based on diluted
 Volcano aerosol also impaired FMD. FMD was not affected in rats exposed to
 clean air or water vapor passed through the Volcano system. 
 Conclusions Acute direct exposure and modeled secondhand exposure
 to marijuana leaf vaporizer aerosol, regardless of cannabinoid
 concentration or aerosol generation temperature, impair endothelial
 function in rats comparably to marijuana smoke. Our findings indicate that
 use of leaf vaporizers is unlikely to reduce vascular risk burden of
 smoking marijuana.
description: For FMD data, raw ultrasound data were collected by an ultrasound
 transducer (Vevo 660 or Vevo 3100 LT; VisualSonics, Totonto, Canada).
 Ultrasound images were processed using an automated system (Brachial
 Analyzer; Medical Imaging Applications, Coralville, IA). 
description: **Impairment of Endothelial Function by Aerosol from Marijuana Leaf
 Vaporizers** Description
 of methods used for collection/generation of data: We obtained raw
 ultrasound data for femoral artery images. We have included the images in
 primary zip folders. Each primary zip folder includes many subfolders.
 Each subfolder has 20 records over time, which is corresponding to each
 animal at each time point and smoke conditions. Time points include pre-
 and post-smoke exposure. Each time point contains 10 records which include
 baseline and post-transient ischemia (from 0 min to 5 min). Methods for
 processing the data: For femoral artery diameter measurements, we used an
 automated system (Brachial Analyzer; Medical Imaging Applications,
 Coralville, IA) to measure diameters over time. Some of the raw data on
 which Figure 1 is based has been lost and is not recoverable. This is
 regrettable but note that the interpretations and conclusions from this
 experiment are nonetheless validated by the subsequent experiments, for
 which all of the raw data are provided.
DOI: 10.5281/zenodo.17484541
title: Experimental data for "Hanle Lineshapes and Spin-Rotation Signatures from In-Plane Anisotropic Spin Relaxation in Heterogeneous Spin Devices"

description: The Excel file contains the source experimental data presented in the paper.
DOI: 10.5281/zenodo.17484542
title: Experimental data for "Hanle Lineshapes and Spin-Rotation Signatures from In-Plane Anisotropic Spin Relaxation in Heterogeneous Spin Devices"

description: The Excel file contains the source experimental data presented in the paper.
DOI: 10.5061/dryad.b8gtht7k9
title: MI and PA Polistes fuscatus face learning

description: We test how plasticity contributes to geographic variation in individual
 face recognition in Polistes fuscatus wasps. Previous work has
 shown that Polistes fuscatus from Michigan, USA (MI) have variable facial
 patterns used for individual recognition, while Polistes fuscatus from
 central Pennsylvania, USA (PA) lack variable facial patterns and are
 unable to learn individual conspecifics. We experimentally altered rearing
 environment, so wasps were either reared with their own population or in a
 common garden with wasps from both populations. Then, we tested the wasps’
 capacity to learn and remember individual conspecific faces.
description: <em>Polistes</em> <em>fuscatus</em> wasps
 were collected from the area surrounding Ann Arbor, Michigan (MI)
 (42°17′59″N, 83°39′46″W) and Rothrock State Forest, Pennsylvania (PA)
 (40°38′13″N, 78°4′29″W) in early-late June 2019 and 2020.
 When a newly emerged worker was found on a nest, she was removed
 and painted with an individually identifying color code. Then, wasps were
 placed into a new enclosure of 4 newly emerged wasps with ad lib sugar and
 water. There were three treatment groups: 1) MI with MI, 2) PA with PA,
 and 3) PA and MI together (common garden, 2 PA and 2 MI). Wasps were
 housed with their treatment groups for 7 to 10 days. Then, wasps were
 trained to differentiate pairs of conspecific face images. Scores reflect
 learning accuracy (out of 10).
description: # MI and PA Polistes fuscatus face learning
 [https://doi.org/10.5061/dryad.b8gtht7k9](https://doi.org/10.5061/dryad.b8gtht7k9) Wasps from MI, USA and PA, USA were reared in three treatment groups: T1) MI with MI, 2) PA with PA, 3) PA and MI together (common garden, 2 PA and 2 MI). Then, wasps were trained to discriminate between pairs of conspecific face images taken from either MI or PA. ## Description of the data and file structure There is one CSV file with information about the training results. The columns are individual wasp ID, nest the wasp emerged from, the population the wasp originated from (categorical: MI or PA), whether the wasp was trained to differentiate MI or PA faces (categorical: MI or PA), the number of correct choices (out of 10), and the number of incorrect choices (out of 10). ## Sharing/Access information This is a section for linking to other ways to access the data, and for linking to sources the data is derived from, if any. Links to other publicly accessible locations of the data: * The data are also available as supplemental material associated with the manuscript.
DOI: 10.15468/dl.srb2gr
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-91.66687 16.49501,-85.71889 16.49501,-85.71889 21.95983,-91.66687 21.95983,-91.66687 16.49501))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cedrela odorata"
 ]
}

 The dataset includes 481 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003674-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.x95x69prf
title: Prey selection by leopards (Panthera pardus fusca) in the mid-hill region of Nepal

description: Information on prey selection and the diet of the leopard (Panthera pardus
 fusca) is essential for leopard conservation. We conducted an
 investigation into the prey species and the proportion of each species in
 the leopard's diet in a human-dominated mid-hill region of Nepal. The
 analysis of 96 leopard scats collected between August 2020 and March 2021
 revealed that leopards consumed 15 prey species, including small and
 medium-sized mammals and livestock. In addition to these prey species, we
 also found plastic materials, bird feathers, and some unidentified items
 in the leopard scats. Wild ungulates (such as barking deer, Muntiacus
 muntjak, and wild boar, Sus scrofa) constituted only 10% of the biomass in
 the scats, while livestock contributed 27%, and other wild prey
 contributed 50%. Among all species, domestic goats had the highest
 relative biomass in the scats, followed by the jungle cat (Felis chaus),
 domestic dog (Canis familiaris), and large Indian civet (Viverra zibetha).
 Similarly, the Indian hare (Lepus nigricollis) had the highest proportion
 of relative individuals present in the scat samples, followed by the
 jungle cat and the large Indian civet. A lower proportion of biomass from
 wild ungulates in the leopard's diet and a higher dependency of the
 leopard on domestic prey and other wild prey indicate a shortage of
 medium-sized wild prey, such as barking deer and wild boar, in leopard
 habitats. Therefore, the conservation of wild prey species, especially
 medium-sized prey, is crucial for reducing the leopard's dependence
 on livestock and mitigating human-leopard conflicts in the future.
description: # Prey selection by leopards (Panthera pardus fusca) in the mid-hill
 region of Nepal
 [https://doi.org/10.5061/dryad.x95x69prf](https://doi.org/10.5061/dryad.x95x69prf) ## Description of the data and file structure We conducted an investigation into the prey species and the proportion of each species in the leopard's diet in a human-dominated mid-hill region of Nepal. The analysis of 96 leopard scats collected between August 2020 and March 2021 revealed that leopards consumed 15 prey species, including small and medium-sized mammals and livestock
DOI: 10.15468/dl.jb3kdx
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.44656 50.4436,3.45624 50.45471,3.46056 50.47028,3.46487 50.50323,3.47063 50.51421,3.45624 50.54164,3.44329 50.56449,3.43179 50.58185,3.39586 50.59294,3.36565 50.59385,3.31098 50.59842,3.26783 50.59294,3.23906 50.58015,3.21316 50.56554,3.1906 50.54525,3.18406 50.52743,3.18032 50.49355,3.18313 50.46679,3.20182 50.44656,3.24964 50.42552,3.29673 50.42243,3.35406 50.41803,3.38548 50.42137,3.42038 50.43082,3.44656 50.4436))",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiroptera",
 "Year 2016-2026"
 ]
}

 The dataset includes 701 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003570-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b47knu
title: Occurrence Download

description: A dataset containing 9136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomberesox saurus",
 "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 9136 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003800-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhb7wb
title: Occurrence Download

description: A dataset containing 1127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inga umbellifera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1127 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003802-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/6wi7rk
title: Temporal action-effect prediction does not affect perceived loudness, but the sense of agency

description: Supplementary data can be found attached to the article. Data will be made available on request.
DOI: 10.15468/dl.7ycqm6
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachurus capensis",
 "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 233 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003804-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpm9qc
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Surendra quercetorum"
 ]
}

 The dataset includes 564 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003805-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdpnxw
title: Occurrence Download

description: A dataset containing 1864 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hasora badra"
 ]
}

 The dataset includes 1864 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003803-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.h44j0zpsg
title: Diversity of endemic cold-water amphipods threatened by climate warming in northwestern China

description: Aim: Climate change threatens freshwater faunal diversity. To prioritize
 areas for conservation, patterns in the distribution of species must be
 understood. We apply genetic analysis and species distribution models to
 identify patterns in the distribution of freshwater amphipods around
 Xinjiang, China, and project the impact of climate change on
 endemic species. Location: Xinjiang, China. Methods:
 A time-calibrated tree containing 37 freshwater amphipod
 molecular samples from Xinjiang is built to calculate
 phylogenetic diversity, the standardized effect sizes of phylogenetic
 diversity, weighted endemism, and phylogenetic
 endemism, in 100 × 100 km grid cells. Niche
 differentiation among species in an area of high
 phylogenetic endemism is explored using n-dimensional hypervolumes and
 principal components analyses. Present-day and projected future
 suitability of habitat of endemic freshwater amphipod species is
 described using species distribution models. Results: Areas of
 high freshwater amphipod diversity occur along the western boundary of
 Xinjiang; Areas north of Irtysh River, Tian Shan mountains, and
 the eastern margin of Pamir, have high phylogenetic
 endemism. Seasonal temperature and average annual water
 temperature contribute most to niche differentiation between
 geographically related freshwater species, negatively affect the projected
 distributions of endemic amphipods, and with continued warming,
 reduce future range distributions or latitudinal
 shifts of species. Main Conclusions: High freshwater amphipod
 phylogenetic endemism occurs in Xinjiang. Environmental factors are
 responsible for niche differentiation of endemic species. Future climate
 change will substantially affect the geographic distributions of endemic
 amphipods. Conservation efforts should be prioritized in areas with highly
 concentrated phylogenetic endemism.
description: # Diversity of endemic cold-water amphipods threatened by climate warming
 in northwestern China
 [https://doi.org/10.5061/dryad.h44j0zpsg](https://doi.org/10.5061/dryad.h44j0zpsg) Datasets for phylogenetic analysis. ## Description of the data and file structure 1.gene\_partition.txt: Used to explain the position of each gene in a tandem sequence. 2.xinjiang\_28S\_COI.fasta: A file of tandem sequence. 3.RAxML\_xinjiang\_tree.tre: A phylogenetic tree from the 52-tip data set. 4.MCMC\_tree.tre:  A time-calibrated tree using three calibration points. ##
DOI: 10.5061/dryad.jsxksn0hb
title: Energy simulation outputs for different mitigation scenarios

description: Advanced urban heat mitigation technologies that involve the use of super
 cool materials combined with properly designed green infrastructure, lower
 the urban ambient and land surface temperatures and reduce the cooling
 consumption at the city scale. We present the results of the world’s
 largest heat mitigation project in Riyadh, KSA. Daytime radiative coolers
 as well as cool materials combined with irrigated or non-irrigated
 greenery, have been used to design eight holistic heat mitigation
 scenarios. We assessed the climatic impact of the scenarios as well as the
 corresponding energy benefits of 3,323 urban buildings. An impressive
 decrease of the peak ambient temperature, up to 4.5°C, is calculated,
 consisting of the highest reported urban ambient temperature reduction,
 while the annual sum of the differences of the ambient temperature against
 a standard temperature base, (cooling degree hours), in the city decrease
 by up to 26%. We found that innovative urban heat mitigation strategies
 contribute to remarkable cooling energy conservation by up to 16%, while
 the combined implementation of heat mitigation and energy adaptation
 technologies decreases the cooling demand by up to 35%. It is the first
 article investigating the large-scale energy benefits of modern heat
 mitigation technologies when they are implemented in cities. 
description: Data was generated by CityBES for each building. 
description: # Energy simulation outputs for different mitigation scenarios
 [https://doi.org/10.5061/dryad.jsxksn0hb](https://doi.org/10.5061/dryad.jsxksn0hb) Data from: Quantifying the Energy Impact of Heat Mitigation Technologies at the Urban Scale. The dataset includes Building ID, total floor area, summertime and annual cooling loads of buildings, and building type. ## Description of the data and file structure Data is presented for the reference condition and each one of the mitigation scenarios. The format of the files and parameters are the same.
DOI: 10.15468/dl.gbfbfu
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inocarpus fagifer",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 469 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003806-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.jm63xsjhw
title: AERPAW helikite spectrum measurements at Lake Wheeler site in May 2022

description: The AERPAW helikite flew up to 500 feet altitude, at increments of 10
 meters, while waiting for 5 minutes in between altitude changes at the
 Lake Wheeler site on May 2022. The USRP B205mini continuously sweeps the
 spectrum up to 6 GHz while the helikite is at a fixed altitude, and power
 measurements at each frequency band are logged. The results are
 post-processed in Matlab to observe the spectrum occupancy at different
 bands and the effect of spectrum sensing altitude on the occupancy
 results. Similar datasets for August 2022 and August 2023 are in separate
 Dryad deposits. 
description: # AERPAW Helikite Spectrum Measurements at Lake Wheeler site in May 2022
 Spectrum monitoring dataset by a helikite in a rural area, which is
 measured by AERPAW. The dataset is formatted by SigMF. Please find
 instructions in the readme. MATLAB post-processing code for the dataset is
 attached. ## Description of the data and file structure ### Contents 1.
 SigMF formatted power spectrum raw dataset in the folder named pow\_spec
 2. SigMF formatted GPS logs in the folder named GPS\_logs 3. SigMF
 formatted spectrum monitoring logs in the folder named GPS\_logs 4. SigMF
 format to MATLAB format conversion Python code named
 'sigMF2mat\_PW\.py'\. 5. SigMF format to csv format conversion
 Python code named 'sigMF2csv\_GPS\.py' ### Running the code 1.
 Run 'sigMF2mat\_PW\.py' to get the original mat format power
 spectrum dataset\. The output files are located at
 '\.\\pow\_spec\\matfile'\. 2. Run 'sigMF2csv\_GPS\.py'
 to get a csv file for GPS logs\. The output files are located at
 '\.\\GPS\_logs\\csvfile'\. 3. Run
 'sigMF2csv\_spec\_log\.py' to get a csv file for spectrum
 monitoring logs\. The output files are located at
 '\.\\GPS\_logs\\csvfile'\. ### sigMF2csv\_spec\_log\.py There
 are three spectrum monitoring logs in the dataset. To get csv files from
 different log files, please edit 'sigMF2csv\_spec\_log.py' file,
 and change the name of the log files in lines 14 - 16. ### Raw data
 description 1. Power spectrum: Each mat file includes
 'freqs'\(MHz\) and 'powers'\(dBm\)\. The name of the
 mat files represent a timestamp\. 2. GPS logs: There are 4 columns in the
 generated csv file\. Columns from 1 to 4 represent longitude\, latitude\,
 altitude \(the unit is the meter\)\, timestamp \(the unit is the seconds
 from epoch time\)\, respectively\. 3. Spectrum monitoring logs: There is a
 single column in the generated csv file\. The column represents the
 timestamp of all center frequency shifts for sweeping the spectrum\. ###
 SigMF format This dataset is compatible with SigMF v1.0.1. SigMF webpage:
 https://github.com/gnuradio/SigMF/tree/sigmf-v1.x ### MATLAB
 Post\-processing code Run Post\_processing\_main.m after getting the
 original mat format power spectrum dataset and csv format logs files. ##
 Sharing/Access information Links to other publicly accessible locations of
 the data: * https://aerpaw.org/experiments/datasets/ ## Code/Software
 Python, MATLAB