cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gxudfx
title: Occurrence Download

description: A dataset containing 807 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caesalpinia yucatanensis Greenm."
 ]
}

 The dataset includes 807 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049630-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5th4u
title: Occurrence Download

description: A dataset containing 161867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betula nana L., Lonicera caerulea L., Lonicera maackii (Rupr.) Maxim., Silene nodulosa Viv., Dianthus chinensis L.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 161867 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049619-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyc55m
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Mydaus marchei Huet, 1887"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049629-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smeam9
title: Occurrence Download

description: A dataset containing 3160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Mexico, United States of America, Guatemala, El Salvador, Cuba, Haiti, Jamaica, Honduras, Panama)",
 "OccurrenceStatus is Present",
 "TaxonKey is Asphodelus fistulosus L.",
 "Year 1900-2025"
 ]
}

 The dataset includes 3160 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049631-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skcjcu
title: Occurrence Download

description: A dataset containing 68432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-42.50087 -20.04726,-42.11452 -20.3366,-41.68027 -20.04726,-41.38954 -19.74865,-41.68027 -19.18116,-41.99557 -19.16205,-42.17515 -19.15116,-42.53925 -19.12908,-42.69007 -19.58987,-42.86099 -19.95017,-42.50087 -20.04726))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 68432 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049603-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgcfk6
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplorhus peruviana Engl.",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049632-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12188845
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17603/ds2-6g0m-xn64
title: Data collected from GEER response to January 2025 Los Angeles Wildfires
title: in GEER - 2025 Los Angeles Wildfires

description: This project contains data associated with the Geotechnical Extreme Events Reconnaissance efforts following the 2025 Los Angeles wildfires, subsequent rainfall events, and associated landslides and debris flows.
description: This dataset contains information supporting the Geotechnical Extreme Events Reconnaissance (GEER) Association Report No. GEER-085. The citation for the report is below. Much of the data is still under preparation, and we will continue revising the dataset over time. We anticipate that the data may be useful for researchers who wish to understand the influence of wildfires on soil and rock slopes, earth retention systems, distributed infrastructure, and structures. The reconnaissance efforts were conducted in a total of 27 missions. But rather than publishing 27 separate missions, we have opted to aggregate the missions together into a single published dataset. Details about the missions can be found in teh GEER Report included under the "Related Work" section of this dataset.
DOI: 10.15468/dl.dwwhe5
title: Occurrence Download

description: A dataset containing 2223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Rhinella arenarum (Hensel, 1867), Alsodes pehuenche Cei, 1976)",
 "Year 1980-2025"
 ]
}

 The dataset includes 2223 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049634-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26183/fvnx-tt63
title: Assessing Urban Lake Performance for Stormwater Harvesting: Insights from Two Lake Systems in Western Sydney, Australia dataset

description: This study examines the impact of catchment characteristics and design on the performance of urban lakes in terms of water quality and stormwater harvesting potential. Two urban lake systems in Western Sydney, Australia, were selected for comparison: Wattle Grove Lake, a standalone constructed lake, and Woodcroft Lake, part of an integrated wetland-lake system. Both systems receive runoff from surrounding residential catchments of differing sizes and land uses. Over a one-year period, continuous monitoring was conducted to evaluate water quality parameters, including turbidity, total suspended solids (TSS), nutrients (total nitrogen and total phosphorus), pH, dissolved oxygen, and biochemical oxygen demand.
The results reveal that the lake with an integrated wetland significantly outperformed the standalone lake in terms of water quality, particularly in terms of turbidity and total suspended solids (TSS). The wetland acted as an effective pre-treatment system, reducing pollutant loads before water entered the lake. Despite this, nutrient concentrations in both systems remained above the thresholds set by ANZECC Guidelines (2000), indicating persistent challenges in nutrient retention. Notably, the larger catchment area and shallow depth of Wattle Grove Lake likely contributed to higher turbidity and nutrient levels, resulting from sediment resuspension and algal growth.
Hydrological modelling using the MUSIC software complemented the field data and highlighted the influence of catchment size, hydraulic retention time, and lake depth on pollutant removal efficiency. While both systems serve important environmental and recreational functions, the integrated wetland-lake system at Woodcroft demonstrated greater potential for safe stormwater harvesting and reuse within urban settings.
This data set contains all the raw data collected for this project and presented in tabular format.
DOI: 10.15468/dl.m3fsf5
title: Occurrence Download

description: A dataset containing 1878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quillaja saponaria Molina",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 1878 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049635-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qcax4
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Viverra tangalunga Gray, 1832"
 ]
}

 The dataset includes 90 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049636-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsa3tv
title: Occurrence Download

description: A dataset containing 11661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-57.67765 -25.35469,-57.62641 -25.35469,-57.62641 -25.29407,-57.67765 -25.29407,-57.67765 -25.35469))",
 "PublishingCountry is Paraguay"
 ]
}

 The dataset includes 11661 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049637-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ydath
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Aonyx cinereus (Illiger, 1815)"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049639-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e233081
title: From Guidance to Autonomy: Temporal Dynamics of Self-Regulated Inquiry and the Role of Learner-Generated Products

description: Developing learners’ autonomy in conducting scientific inquiry requires instructional guidance that should fade as learners extend self‑regulation. This study investigates how learners internalise inquiry tactics while engaging with a simulation‑based learning environment that delivers just‑in‑time prompts based on an autonomy transition model. Thirty‑nine participants completed three successive tasks. Key tactics, ranging from identifying variables to generating rules, were operationally defined within log files and coded videos. For every tactic instance, we marked macro‑ and micro‑regulation phases, coded guidance sources (system prompt, prompt‐review, note‑review, information access), and assigned a four‑level autonomy score. Chi‑square tests showed demand for guidance varied by tactic: prompts were most frequent during conceptualisation, whereas experimentation tactics were often self‑initiated. Temporal visualisation and sequence clustering revealed three autonomy trajectories. Cluster 1 moved from prompts to note‑review yet reached autonomy; Some learners in Cluster 3 achieved autonomy by Task C; Cluster 2 never reviewed self-generated notes, leading low-knowledge learners to rely on prompts. Review of self-generated notes was a pivotal intermediate scaffold and often preceded upward shifts in autonomy. The findings refine design principles for adaptive guidance systems: early conceptual prompts, dynamic detection of product reuse, and strategic withdrawal when notes stabilise. Implications for AI‑driven tutors are discussed.
DOI: 10.3886/e233081v1
title: From Guidance to Autonomy: Temporal Dynamics of Self-Regulated Inquiry and the Role of Learner-Generated Products

description: Developing learners’ autonomy in conducting scientific inquiry requires instructional guidance that should fade as learners extend self‑regulation. This study investigates how learners internalise inquiry tactics while engaging with a simulation‑based learning environment that delivers just‑in‑time prompts based on an autonomy transition model. Thirty‑nine participants completed three successive tasks. Key tactics, ranging from identifying variables to generating rules, were operationally defined within log files and coded videos. For every tactic instance, we marked macro‑ and micro‑regulation phases, coded guidance sources (system prompt, prompt‐review, note‑review, information access), and assigned a four‑level autonomy score. Chi‑square tests showed demand for guidance varied by tactic: prompts were most frequent during conceptualisation, whereas experimentation tactics were often self‑initiated. Temporal visualisation and sequence clustering revealed three autonomy trajectories. Cluster 1 moved from prompts to note‑review yet reached autonomy; Some learners in Cluster 3 achieved autonomy by Task C; Cluster 2 never reviewed self-generated notes, leading low-knowledge learners to rely on prompts. Review of self-generated notes was a pivotal intermediate scaffold and often preceded upward shifts in autonomy. The findings refine design principles for adaptive guidance systems: early conceptual prompts, dynamic detection of product reuse, and strategic withdrawal when notes stabilise. Implications for AI‑driven tutors are discussed.
DOI: 10.15468/dl.78kfvd
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archidasyphyllum excelsum (D.Don) P.L.Ferreira, Saavedra & Groppo",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049640-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccdkcg
title: Occurrence Download

description: A dataset containing 1745 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((141.8167322224492 -37.916843175865125,141.81590444019582 -37.91073351104622,141.81358838054763 -37.90486914285956,141.80987335138562 -37.89947534909613,141.80490231608084 -37.894759285388886,141.7988663696575 -37.89090204334737,141.7919973859628 -37.88805171321298,141.78455911976351 -37.88631771430865,141.7768371037286 -37.88576660790908,141.7691277235442 -37.886419550751825,141.7617268837255 -37.8882514853251,141.75491869124957 -37.891192097547695,141.74896458355036 -37.89512850583316,141.7440933116959 -37.89990958017258,141.74049215911393 -37.90535172811207,141.73829973185548 -37.911245928584634,141.73760059932968 -37.917365746557536,141.7384219963975 -37.92347602322678,141.7407327208252 -37.92934190957519,141.74444427697043 -37.9347378966858,141.74941423019789 -37.93945649500869,141.75545165022095 -37.943316227062226,141.76232443885135 -37.946168623523036,141.7697682620557 -37.94790395048846,141.7774967411609 -37.948455444498165,141.78521250653583 -37.947801889804374,141.79261868157684 -37.94596843706779,141.79943034706724 -37.943025631496575,141.8053855368386 -37.93908668859491,141.81025533508836 -37.9343031242442,141.81385268273277 -37.9288589099798,141.81603955298854 -37.922963381447616,141.8167322224492 -37.916843175865125)))"
 ]
}

 The dataset includes 1745 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049641-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sct2h6
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Browningia candelaris (Meyen) Britton & Rose",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 87 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049642-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.engkke
title: Occurrence Download

description: A dataset containing 3006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Suriname",
 "InstitutionKey is 0e919a55-08d3-4bd2-aec1-200858fafd92",
 "TaxonKey is Culicidae"
 ]
}

 The dataset includes 3006 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049643-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtkvgx
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((141.8167322224492 -37.916843175865125,141.81590444019582 -37.91073351104622,141.81358838054763 -37.90486914285956,141.80987335138562 -37.89947534909613,141.80490231608084 -37.894759285388886,141.7988663696575 -37.89090204334737,141.7919973859628 -37.88805171321298,141.78455911976351 -37.88631771430865,141.7768371037286 -37.88576660790908,141.7691277235442 -37.886419550751825,141.7617268837255 -37.8882514853251,141.75491869124957 -37.891192097547695,141.74896458355036 -37.89512850583316,141.7440933116959 -37.89990958017258,141.74049215911393 -37.90535172811207,141.73829973185548 -37.911245928584634,141.73760059932968 -37.917365746557536,141.7384219963975 -37.92347602322678,141.7407327208252 -37.92934190957519,141.74444427697043 -37.9347378966858,141.74941423019789 -37.93945649500869,141.75545165022095 -37.943316227062226,141.76232443885135 -37.946168623523036,141.7697682620557 -37.94790395048846,141.7774967411609 -37.948455444498165,141.78521250653583 -37.947801889804374,141.79261868157684 -37.94596843706779,141.79943034706724 -37.943025631496575,141.8053855368386 -37.93908668859491,141.81025533508836 -37.9343031242442,141.81385268273277 -37.9288589099798,141.81603955298854 -37.922963381447616,141.8167322224492 -37.916843175865125)))",
 {
 "not" : {
 "License" : [
 "is CC-BY-NC 4.0"
 ]
 }
 }
 ]
}

 The dataset includes 828 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049644-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcp9g2
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Paradoxurus hermaphroditus (Pallas, 1777)"
 ]
}

 The dataset includes 242 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049645-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkjqqk
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((141.8167322224492 -37.916843175865125,141.81590444019582 -37.91073351104622,141.81358838054763 -37.90486914285956,141.80987335138562 -37.89947534909613,141.80490231608084 -37.894759285388886,141.7988663696575 -37.89090204334737,141.7919973859628 -37.88805171321298,141.78455911976351 -37.88631771430865,141.7768371037286 -37.88576660790908,141.7691277235442 -37.886419550751825,141.7617268837255 -37.8882514853251,141.75491869124957 -37.891192097547695,141.74896458355036 -37.89512850583316,141.7440933116959 -37.89990958017258,141.74049215911393 -37.90535172811207,141.73829973185548 -37.911245928584634,141.73760059932968 -37.917365746557536,141.7384219963975 -37.92347602322678,141.7407327208252 -37.92934190957519,141.74444427697043 -37.9347378966858,141.74941423019789 -37.93945649500869,141.75545165022095 -37.943316227062226,141.76232443885135 -37.946168623523036,141.7697682620557 -37.94790395048846,141.7774967411609 -37.948455444498165,141.78521250653583 -37.947801889804374,141.79261868157684 -37.94596843706779,141.79943034706724 -37.943025631496575,141.8053855368386 -37.93908668859491,141.81025533508836 -37.9343031242442,141.81385268273277 -37.9288589099798,141.81603955298854 -37.922963381447616,141.8167322224492 -37.916843175865125)))",
 {
 "not" : {
 "License" : [
 "is CC-BY-NC 4.0"
 ]
 }
 }
 ]
}

 The dataset includes 828 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049646-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd5g9x
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "Issue is Geodetic datum assumed WGS84",
 "PublishingOrg is one of (b6f05cf0-43ce-11d9-8439-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 7a6bdf66-ef5c-4a81-b731-2e328f4881eb, 90fd6680-349f-11d8-aa2d-b8a03c50a862, 610414e0-8040-11d9-8294-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, 0363cbd4-f666-455e-8e86-0bbddcf51950, 2e4af590-37d0-11d9-8439-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 4e11d750-bafb-11d9-8e53-b8a03c50a862)",
 "TaxonKey is Cinnagrostis polygama Griseb."
 ]
}

 The dataset includes 129 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049647-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xx2bsw
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Mexico, United States of America, Guatemala, El Salvador, Cuba, Haiti, Jamaica, Honduras, Panama)",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthospermum australe (Loefl.) Kuntze",
 "Year 1900-2025"
 ]
}

 The dataset includes 707 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049648-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be57r4
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhaphithamnus venustus (Phil.) B.L.Rob.",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049649-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfe9y2
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Cynocephalus volans (Linnaeus, 1758)"
 ]
}

 The dataset includes 375 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049650-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26033/kam0-dr83
title: NEAR X-Ray Spectrometer (XRS) Data Bundle V1.0

description: The NEAR X-Ray Spectrometer (XRS) is part of the X-Ray/Gamma-Ray Spectrometer (XGRS) instrument package on the NEAR spacecraft. This bundle contains all of the raw and calibrated XRS instrument data from the NEAR mission, plus derived results.