cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18134110
title: Western Orthomosaic for Bywater-Reyes et al. (2026) Resilient St Vrain Assessment

description: Dataset associated with Bywater-Reyes et al., 2026, Lessons Learned from a Post Flood-Reconstruction Project of an Urban Stream (Resilient St. Vrain, Longmont, Colorado, USA), Geomorphology

Orthomosaic for the western section of the study area.

The study region was captured with drone imagery and overlapping images were post-processed for orthorectified aerial imagery and Structure from Motion (SfM) topography following best practices (Brodu & Lague, 2012; Westoby et al., 2012) using Agisoft Metashape. Additional in-channel topography and ground control were surveyed with RTK GPS. For SfM, ground control points (GCPs) were collected using a Trimble R10 unit with real-time corrections using their RTX service (EPSG:32613 coordinate system; WGS 84 / UTM zone 13N). Control point accuracy was within 1 cm horizontally and 5 cm vertically. Targets were a mix of black and white squares, 24in x 24in, as well as “X”’s created using strips of orange hazard tape. The aerial survey was performed on July 22, 2022 using a Matrice 100 UAV with a Rededge-M legacy 5-band sensor at 90 meters flight height with >80% overlap in imagery in both directions. Imagery was postprocessed with GCPs following the protocol outlined in (Bywater-Reyes & Pratt-Sitaula, 2022). Products included digital elevation models (DEMs) and multispectral orthomosaics.
DOI: 10.15156/bio/sh0183713.10fu
title: SH0183713.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.18134109
title: Western Orthomosaic for Bywater-Reyes et al. (2026) Resilient St Vrain Assessment

description: Dataset associated with Bywater-Reyes et al., 2026, Lessons Learned from a Post Flood-Reconstruction Project of an Urban Stream (Resilient St. Vrain, Longmont, Colorado, USA), Geomorphology

Orthomosaic for the western section of the study area.

The study region was captured with drone imagery and overlapping images were post-processed for orthorectified aerial imagery and Structure from Motion (SfM) topography following best practices (Brodu & Lague, 2012; Westoby et al., 2012) using Agisoft Metashape. Additional in-channel topography and ground control were surveyed with RTK GPS. For SfM, ground control points (GCPs) were collected using a Trimble R10 unit with real-time corrections using their RTX service (EPSG:32613 coordinate system; WGS 84 / UTM zone 13N). Control point accuracy was within 1 cm horizontally and 5 cm vertically. Targets were a mix of black and white squares, 24in x 24in, as well as “X”’s created using strips of orange hazard tape. The aerial survey was performed on July 22, 2022 using a Matrice 100 UAV with a Rededge-M legacy 5-band sensor at 90 meters flight height with >80% overlap in imagery in both directions. Imagery was postprocessed with GCPs following the protocol outlined in (Bywater-Reyes & Pratt-Sitaula, 2022). Products included digital elevation models (DEMs) and multispectral orthomosaics.
DOI: 10.15468/dl.cfgzjy
title: Occurrence Download

description: A dataset containing 10321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco columbarius Linnaeus, 1758",
 "Year 2019-2024"
 ]
}

 The dataset includes 10321 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011891-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq34d4
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "DatasetKey is one of (NHMO DNA Bank Vascular plants collection, Royal Botanic Gardens, Kew - Herbarium Specimens, Naturalis Biodiversity Center (NL) - Botany, Vascular Plant Herbarium, Oslo (O) UiO, The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), Meise Botanic Garden Herbarium (BR))",
 "OccurrenceStatus is Present",
 "TaxonKey is Luzula abyssinica Parl."
 ]
}

 The dataset includes 190 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011892-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3mvg5
title: Occurrence Download

description: A dataset containing 1109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((108.78688 -7.68429,108.77206 -7.74303,109.05932 -7.79499,109.06274 -7.75094,108.82222 -7.65718,108.78688 -7.68429))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1109 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011893-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25378330
title: PowerNovo Benchmark

description: Result files and Python code to reproduce the benchmark results
DOI: 10.6084/m9.figshare.25378330.v2
title: PowerNovo Benchmark

description: Result files and Python code to reproduce the benchmark results
DOI: 10.6084/m9.figshare.25378330.v1
title: PowerNovo Benchmark

description: Result files and Python code to reproduce the benchmark results
DOI: 10.18419/darus-3360/56
title: EPR-Cu-fused.tif

description: :unav
DOI: 10.25574/csc2.obs.19989
title: Chandra X-ray Observatory ObsId 19989

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.ltq46f
title: Occurrence Download

description: A dataset containing 1113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamandua mexicana (Saussure, 1860)"
 ]
}

 The dataset includes 1113 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007487-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txzeyx
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dehaasia incrassata (Jack) Kosterm."
 ]
}

 The dataset includes 421 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006508-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n69u02
title: Occurrence Download

description: A dataset listing the 63661 species recorded in GBIF matching the query:
{
 "PublishingCountry" : [
 "is China"
 ]
}

 The dataset's 63661 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005935-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tykruk
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Aethomys bocagei (Thomas, 1904)"
 ]
}

 The dataset includes 105 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006508-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zi1qty
title: Occurrence Download

description: A dataset containing 41460 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Alabama Herbarium"
 ]
}

 The dataset includes 41460 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007487-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.19996
title: Chandra X-ray Observatory ObsId 19996

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.4eu2cw
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neomys anomalus Cabrera, 1907",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 209 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057965-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95ypi6
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Botrychium lanceolatum subsp. angustisegmentum (Pease & A.H.Moore) R.T.Clausen",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 175 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031419-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-3360/62
title: DPV_Cu-monomer.jpg

description: :unav
DOI: 10.15468/dl.4r98tq
title: Occurrence Download

description: A dataset containing 3962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Megaptera Gray, 1846"
 ]
}

 The dataset includes 3962 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060513-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkztmh
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crematogaster corticicola Mayr, 1887"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006508-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-3360/63
title: native-spin density.jpg

description: :unav
DOI: 10.15468/dl.1nnz9v
title: Occurrence Download

description: A dataset containing 148640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.54749 9.70906,-74.33624 9.83898,-74.40491 11.04904,-74.86633 11.24306,-75.56671 10.65521,-75.54749 9.70906))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Tracheophyta",
 "TaxonKey is Mollusca",
 "TaxonKey is Arthropoda",
 "TaxonKey is Chordata",
 "TaxonKey is Fungi"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 148640 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014589-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hyqus
title: Occurrence Download

description: A dataset containing 8453 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isopyrum thalictroides L."
 ]
}

 The dataset includes 8453 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058260-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.20043
title: Chandra X-ray Observatory ObsId 20043

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.abroaz
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rosularia rosulata (Edgew.) H.Ohba"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007487-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-3360/65
title: CV_Cu2-fused_TFA titration.jpg

description: :unav
DOI: 10.15468/dl.a5vr3t
title: Occurrence Download

description: A dataset containing 24157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farfantepenaeus duorarum (Burkenroad, 1939)"
 ]
}

 The dataset includes 24157 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020633-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txkxpm
title: Occurrence Download

description: A dataset containing 132692 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus L."
 ]
}

 The dataset includes 132692 records from 817 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051238-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.20077
title: Chandra X-ray Observatory ObsId 20077

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.xzyst6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnicerthia Hartlaub, 1846"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069066-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-3360/69
title: lsv-carbon paper after reaction_new.opju

description: :unav
DOI: 10.15468/dl.gr9c3a
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.92395 45.93384,24.09302 46.13953,22.44507 49.2627,20.09302 50.13953,17.90222 49.04297,18.84705 47.13135,18.92395 45.93384))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes Frisch, 1775"
 ]
}

 The dataset includes 212 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198246-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znsnaf
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium strictum Schrad."
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069064-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nezqa4
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hicoria Rafinesque-Schmaltz, 1808"
 ]
}

 The dataset includes 84 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051242-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.20079
title: Chandra X-ray Observatory ObsId 20079

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.18419/darus-3360/73
title: reversibility of 1st reduction.jpg

description: :unav
DOI: 10.15468/dl.jr9wzt
title: Occurrence Download

description: A dataset listing the 159235 species recorded in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset's 159235 records were derived from 2250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005931-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g639wa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampranthus altistylus N.E.Br."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003600-230530130749713/datasets/export for details.
DOI: 10.15468/dl.56s6xp
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antitrygodes divisaria (Walker, 1861)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223858-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d4wch
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus mindorensis (Thomas, 1898)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215022-220831081235567/datasets/export for details.
DOI: 10.15468/dl.pvy4yg
title: Occurrence Download

description: A dataset containing 14315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum hirtum (L.) Mill."
 ]
}

 The dataset includes 14315 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005459-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsdr2a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strix seloputo Horsfield, 1821",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214993-220831081235567/datasets/export for details.
DOI: 10.15468/dl.rf3vsh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus chilensis (Molina, 1782)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215010-220831081235567/datasets/export for details.
DOI: 10.15468/dl.57hdhv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goodyera rosea (H.Perrier) Ormerod"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232782-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvvbt3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callosciurus finlaysonii (Horsfield, 1823)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215040-220831081235567/datasets/export for details.
DOI: 10.15468/dl.uhk9jp
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chilo suppressalis Walker, 1863"
 ]
}

 The dataset includes 434 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232773-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnkke7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-78.55539 -5.94501,-77.38871 -5.94501,-78.31595 -3.55078,-78.55539 -4.57997,-78.55539 -5.94501))",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215020-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.