cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31119232.v1
title: All native microbial amendments are not equal: One location outperformed all others in a test of coastal dune amendments

description: Microbial amendments can improve ecological restorations by increasing plant performance and decreasing soil erosion. Whole-soil amendments collected from native ecosystems, in particular, have been shown to produce desirable outcomes; however, it is unclear if all native soil amendments produce equally positive effects. Instead, it is likely that donor locations differ in their soil microbial communities, which may change their efficacy for restoration.We tested whether soil amendments sourced from eleven sites across the Texas Gulf Coast differed in their effects on aboveground and belowground responses, which could help predict how these amendments would influence dune restorations. The amendments were tested by growing a community of five native plant species in live or sterilized soil amendments collected from eleven sites. At the end of the experiment, we measured above- and below-ground biomass for each plant species, the density of AM fungal extra-radical hyphae (ERH) in the soil, and the colonization of one plant species' roots (Panicum amarum's roots) by AM fungal hyphae, vesicles, and arbuscules. Characteristics of each soil collection site -- including soil nutrients, plant community characteristics, and the amount of extra-radical hyphae from arbuscular mycorrhizal (AM) fungi in the field collected soil -- were collected and used to assess which characteristics may predict high performing soil amendments. The dataset includes both site characteristics and data from the experiment.
DOI: 10.15468/dl.qtzkvn
title: Occurrence Download

description: A dataset containing 8508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Procnias averano"
 ]
}

 The dataset includes 8508 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003348-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrfav5
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-74.215 11.123022, -74.286598 11.117449, -74.356425 11.100867, -74.422755 11.073686, -74.483948 11.036578, -74.538495 10.990461, -74.585052 10.936473, -74.622473 10.875949, -74.649841 10.810381, -74.666487 10.741386, -74.672009 10.670666, -74.66627800000001 10.599962, -74.649444 10.531014, -74.621927 10.465519, -74.58441000000001 10.405085, -74.53782 10.351199, -74.483306 10.305183, -74.422209 10.268166, -74.35602799999999 10.241058, -74.286389 10.224522, -74.215 10.218965, -74.14361100000001 10.224522, -74.073972 10.241058, -74.007791 10.268166, -73.94669399999999 10.305183, -73.89218 10.351199, -73.84559 10.405085, -73.80807299999999 10.465519, -73.780556 10.531014, -73.763722 10.599962, -73.757991 10.670666, -73.763513 10.741386, -73.780159 10.810381, -73.80752699999999 10.875949, -73.844948 10.936473, -73.891505 10.990461, -73.94605199999999 11.036578, -74.007245 11.073686, -74.07357500000001 11.100867, -74.14340199999999 11.117449, -74.215 11.123022))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 358 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003350-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7y44b
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bitis albanica"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003351-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/11614d9fe2f13638ab00360a301ee077
title: Thermal profiles in ponds and shallow lakes during summer to winter shoulder season

description: Autumn is an important transition time for freshwater ecosystems where many lakes turnover, going from thermally stratified to mixed in a short time. Ponds are more globally abundant than lakes, yet, the seasonal transition of ponds is poorly understood. To evaluate the mixing regimes of ponds, we examined summer into autumn thermal dynamics in 37 ponds and shallow lakes across temperate North America and Europe. This dataset provides a time series dataset of water temperatures across the water column along with characteristics of each study waterbody, including some physical, chemical, and biological parameters.
 Data from four waterbodies (Eddy, Tumbledown, Cranberry, Horns) have more extensive datasets published in Gavin et al. (2025).
 Gavin, A.L., J.E. Saros, R. Hovel, S. Birkel, S. Nelson, W.H. McDowell, and J. Daly. 2025. Sub-Alpine Lake (&gt;600 m) High-Frequency Water Temperature, DOC (2007-2021), and Weather Station (Fall 2023) Dataset, Maine, USA. ver 1. Environmental Data Initiative. https://doi.org/10.6073/pasta/6c6286abeccc90448af0f73251843407 (Accessed 2025-09-16).
DOI: 10.15468/dl.5fq6mc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((100.011 2.524177, 99.940669 2.518609, 99.872072 2.50204, 99.806899 2.474879, 99.746756 2.437796, 99.693124 2.391704, 99.647324 2.33774, 99.610484 2.277232, 99.58351 2.211672, 99.567064 2.142673, 99.56155 2.071936, 99.567103 2.001202, 99.583585 1.932212, 99.610587 1.866666, 99.647446 1.806175, 99.693252 1.75223, 99.746877 1.706158, 99.807002 1.669092, 99.872147 1.641946, 99.940709 1.625386, 100.011 1.61982, 100.081291 1.625386, 100.149853 1.641946, 100.214998 1.669092, 100.275123 1.706158, 100.328748 1.75223, 100.374554 1.806175, 100.411413 1.866666, 100.438415 1.932212, 100.454897 2.001202, 100.46045 2.071936, 100.454936 2.142673, 100.43849 2.211672, 100.411516 2.277232, 100.374676 2.33774, 100.328876 2.391704, 100.275244 2.437796, 100.215101 2.474879, 100.149928 2.50204, 100.081331 2.518609, 100.011 2.524177))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003353-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.18331323
title: Deterministic Framework for Systemic Stress Analysis

description: Short Description 

This record describes a structured analytical framework for exploring complex systemic interactions under abstract stress scenarios.

It is not an operational system, a predictive model, or an autonomous decision‑making tool.

The material is available only under restricted access and license, upon request from the rights holder.
DOI: 10.5281/zenodo.18331324
title: Deterministic Framework for Systemic Stress Analysis

description: Short Description 

This record describes a structured analytical framework for exploring complex systemic interactions under abstract stress scenarios.

It is not an operational system, a predictive model, or an autonomous decision‑making tool.

The material is available only under restricted access and license, upon request from the rights holder.
DOI: 10.15468/dl.2g35tu
title: Occurrence Download

description: A dataset containing 43715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhea americana"
 ]
}

 The dataset includes 43715 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003352-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5msrm
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dusicyon australis"
 ]
}

 The dataset includes 28 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003354-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnzbky
title: Occurrence Download

description: A dataset containing 1228441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-06-24",
 "EventDate is less than or equal to 2025-07-24",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1228441 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024560-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h32ysy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Kontikia andersoni"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024573-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ynqtc
title: Occurrence Download

description: A dataset containing 431267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((37.06636 -1.00832,37.41124 -0.06447,36.72752 0.26831,36.0801 -0.16128,36.32818 -0.97202,37.06636 -1.00832))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2005-2025"
 ]
}

 The dataset includes 431267 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009470-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58153/168s6-b8h59
title: Egress Behavior from Select NYC COVID-19 Exposed Health Facilities March-May 2020

description: This rapid response surveillance project was funded by the National Science Foundation (NSF) to collect "perishable" data on egress behaviors and neighborhood conditions surrounding healthcare centers (HCCs) in New York City (NYC) during the initial NYC COVID-19 PAUSE ordinance from March 22nd to May 19th, 2020.  Anonymized data on NYC HCC egress behaviors were collected by observational field workers using a phone-based mapping application.  Each egress trip record includes the day of week, time of day, destination category type, along with an array of behavioral outcome categories, ambient weather conditions and socio-economic factors.  Egress trajectories with precise estimates of distance traveled and the spatial dispersion or "spread" around each HCC were added via post-processing.  The data collection and cleaning process resulted in 5,030 individual egress records from 18 facilities.
description: This rapid response surveillance project was funded by the National Science Foundation (NSF) to collect "perishable" data on egress behaviors and neighborhood conditions surrounding healthcare centers (HCCs) in New York City (NYC) during the initial NYC COVID-19 PAUSE ordinance from March 22nd to May 19th, 2020.  Anonymized data on NYC HCC egress behaviors were collected by observational field workers using a phone-based mapping application.  Each egress trip record includes the day of week, time of day, destination category type, along with an array of behavioral outcome categories, ambient weather conditions and socio-economic factors.  Egress trajectories with precise estimates of distance traveled and the spatial dispersion or "spread" around each HCC were added via post-processing.  The data collection and cleaning process resulted in 5,030 individual egress records from 18 facilities.
The study was funded for 9 weeks with student observers collecting data 10-20 hours per week until May 19, 2020.   Ultimately, 18 facilities across 4 of New York City's 5 boroughs (Queens, Brooklyn, Manhattan, and the Bronx) were selected.  
Procedurally, field observers positioned themselves across the street from their assigned HCC egress location, and then traced each subject's egress route, noting locations of interactions with the built environment or other individuals.  Final destinations were categorized by location type (e.g., coffee shop, pharmacy, deli, food trucks), including whether subjects returned to the medical facility or entering a nearby one (e.g., temporary tent, adjacent clinic or campus building).  For each HCC, egress recordings extended from the same pre-specified point until one of three outcomes occurred: (1) the subject entered a vehicle, subway station, building or other final destination and was no longer visible, 2) tracking exceeded 20 minutes (an average observation period lasted 5 minutes in duration); or (3) the subject walked more than 1.3 km from the HCC.
DOI: 10.15468/dl.svdq72
title: Occurrence Download

description: A dataset containing 1507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philadelphus coronarius",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1507 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049221-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9k4ka
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Lagopus leucura rainierensis W.Taylor, 1920"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015709-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/n1gtoh
title: Melanization regulates wound healing by limiting polyploid cell growth in the Drosophila epithelium post injury

description: Immunofluorescent images (czi files) of the adult Drosophila ventral epithelium captured in studying the role of melanization in fruit fly wound healing. Key: UI, uninjured and 3 days post injury (3dpi) in wild-type (w1118) vs PPOnull strain. Also channel 0= DAPI, channel 1= Grh (epithelial nuclear marker), and channel 2= FasIII (epithelial cell junction marker).
DOI: 10.25549/usctheses-ouc11399kf02
title: BUSINESS POWER AND THE CULTURE OF POLITICAL SILENCE: THE STATE, FIRMS AND MEDIA IN THE DOMINICAN REPUBLIC
DOI: 10.15468/dl.qeefr7
title: Occurrence Download

description: A dataset containing 209350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "Year 1900-2025"
 ]
}

 The dataset includes 209350 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003927-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17596273
title: SANOAT KORXONALARIDA INNOVATSION LOYIHALARNI MOLIYALASHTIRISH MANBALARI VA ULARNING SAMARADORLIGINI BAHOLASH
DOI: 10.5281/zenodo.17596274
title: SANOAT KORXONALARIDA INNOVATSION LOYIHALARNI MOLIYALASHTIRISH MANBALARI VA ULARNING SAMARADORLIGINI BAHOLASH
DOI: 10.15468/dl.rnrzzm
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera macvaughiana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 49 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030124-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns3ru9
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Oxyrhopus leucomelas"
 ]
}

 The dataset includes 32 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030125-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.12057.48487
title: Bars graphs with Different Data Sets
DOI: 10.6084/m9.figshare.30362647
title: Flow characteristics of horizontal buoyant wall jets in linearly stratified fluids

description: Horizontal buoyant wall jets in linearly stratified fluids are numerically investigated using the realizable <i>k</i>-<i>ε</i> model.
DOI: 10.6084/m9.figshare.30362647.v1
title: Data of the horizontal buoyant wall jet in linearly stratified fluids

description: Horizontal buoyant wall jets in linearly stratified fluids are numerically investigated using the realizable <i>k</i>-<i>ε</i> model.
DOI: 10.6084/m9.figshare.30362647.v2
title: Flow characteristics of horizontal buoyant wall jets in linearly stratified fluids

description: Horizontal buoyant wall jets in linearly stratified fluids are numerically investigated using the realizable <i>k</i>-<i>ε</i> model.
DOI: 10.15468/dl.fj7y5d
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera madrigalii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030126-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vfqsm
title: Occurrence Download

description: A dataset containing 2915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((105.43024 13.54893,168.63562 30.66394,160.22828 60.38999,7.99481 53.7842,8.74545 27.36103,77.20548 25.25919,105.43024 13.54893))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carpesium abrotanoides"
 ]
}

 The dataset includes 2915 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030127-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bkesg
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Siproeta epaphus [GBIF Backbone Taxonomy])",
 "GadmGid is one of (COL.31_2, COL.11_2)",
 "StateProvince is one of (Valle del Cauca, Cauca)",
 "Year 2015-2025",
 "BasisOfRecord is one of (Human Observation)"
 ]
 }
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030129-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17586470
title: Connectivity performance metrics Grain Automate GRDC Western Region farm 2025-09

description: A collection of connectivity performance metrics including data usage, location mapping, uptime/downtime, wan quality, captured on a device-basis at each of 3 farms participating in the Grain Automate Project 1 - peer-to-peer learning through the development of autonomous working farms, for the month of September 2025.
DOI: 10.5281/zenodo.17586471
title: Connectivity performance metrics Grain Automate GRDC Western Region farm 2025-09

description: A collection of connectivity performance metrics including data usage, location mapping, uptime/downtime, wan quality, captured on a device-basis at each of 3 farms participating in the Grain Automate Project 1 - peer-to-peer learning through the development of autonomous working farms, for the month of September 2025.
DOI: 10.17605/osf.io/cxryf
title: The functional foetal brain: A systematic review and meta-analysis

description: The present review is an update of the preview made by Dunn et al. (2015). It systematically reviews methodological factors of fMRI and fMEG studies which investigated foetal sensory capacities.