cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7z67e8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammillaria microhelia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019729-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfk7t4
title: Occurrence Download

description: A dataset containing 81671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinoptera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81671 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019708-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9erkht
title: Occurrence Download

description: A dataset containing 640281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apis mellifera",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 640281 records from 1351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019685-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxcbbm
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammillaria mystax",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 229 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019730-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgn6k2
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammillaria napina",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 715 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019732-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18645385
title: AquaCal Example Dataset: Real Multi-Camera Underwater Rig

description: Example calibration dataset for the https://github.com/tuckerlancaster/aquacal refractive multi-camera calibration library. Contains synchronized frame sequences from a 13-camera array (12 standard + 1 fisheye auxiliary) viewing ChArUco calibration boards both in the air (intrinsic calibration videos) and through a flat air-water interface (extrinsic calibration videos)

Contents:



780 extrinsic calibration frames (13 cameras × 60 frames, sampled every 4s)

283 intrinsic calibration frames (13 cameras, variable count per camera

AquaCal configuration file (config.yaml)

Reference calibration result from high-density run (framestep=30 with intrinsic refinement)


Camera Hardware: WhiteMatter e3Vision system

Boards:



12×9 ChArUco (60mm squares, 45mm markers, DICT_5X5_100, non-legacy opencv pattern) for extrinsics

11×8 ChArUco (20mm squares, 15mm markers, DICT_4X4_100, legacy opencv pattern) for intrinsics


Usage:

from aquacal.datasets import load_exampleds = load_example('real-rig')
DOI: 10.5281/zenodo.18645384
title: AquaCal Example Dataset: Real Multi-Camera Underwater Rig

description: Example calibration dataset for the https://github.com/tuckerlancaster/aquacal refractive multi-camera calibration library. Contains synchronized frame sequences from a 13-camera array (12 standard + 1 fisheye auxiliary) viewing ChArUco calibration boards both in the air (intrinsic calibration videos) and through a flat air-water interface (extrinsic calibration videos)

Contents:



780 extrinsic calibration frames (13 cameras × 60 frames, sampled every 4s)

283 intrinsic calibration frames (13 cameras, variable count per camera

AquaCal configuration file (config.yaml)

Reference calibration result from high-density run (framestep=30 with intrinsic refinement)


Camera Hardware: WhiteMatter e3Vision system

Boards:



12×9 ChArUco (60mm squares, 45mm markers, DICT_5X5_100, non-legacy opencv pattern) for extrinsics

11×8 ChArUco (20mm squares, 15mm markers, DICT_4X4_100, legacy opencv pattern) for intrinsics


Usage:

from aquacal.datasets import load_exampleds = load_example('real-rig')
DOI: 10.5281/zenodo.18645380
title: The Effect of ATF5 Transcription Levels on Glioblastoma Cell Apoptosis
DOI: 10.5281/zenodo.18645381
title: The Effect of ATF5 Transcription Levels on Glioblastoma Cell Apoptosis
DOI: 10.5281/zenodo.18604551
title: PTplanner-experiment-data

description: Introduction to PTplanner-experiment-data

This document introduces the PTplanner-experiment-data dataset on Zenodo. 

PTplanner-experiment-data contains the experimental results associated with the manuscript “PTplanner: Efficient Autonomous UAV Exploration via Prior-Enhanced and Topology-Aware Hierarchical Planning,”which has been submitted to MDPI Drones. The dataset includes videos, screenshots, and quantitative CSV logs of exploration metrics.
DOI: 10.5281/zenodo.18604552
title: PTplanner-experiment-data

description: Introduction to PTplanner-experiment-data

This document introduces the PTplanner-experiment-data dataset on Zenodo. 

PTplanner-experiment-data contains the experimental results associated with the manuscript “PTplanner: Efficient Autonomous UAV Exploration via Prior-Enhanced and Topology-Aware Hierarchical Planning,”which has been submitted to MDPI Drones. The dataset includes videos, screenshots, and quantitative CSV logs of exploration metrics.
DOI: 10.15468/dl.4y2wtv
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-81.03303 1.15745,-81.20572 -1.52784,-80.60456 -3.14694,-81.71573 -5.70272,-78.55823 -5.9574,-75.79531 -2.80762,-74.74982 -0.14809,-78.30222 1.32809,-81.03303 1.15745))",
 "HasCoordinate is true",
 "TaxonKey is Pristimantis vertebralis"
 ]
}

 The dataset includes 373 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019733-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmpeyg
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammillaria pectinifera",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019734-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4htv6
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammillaria pottsii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 571 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019735-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fc4sv
title: Occurrence Download

description: A dataset containing 295495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerastium glomeratum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 295495 records from 2320 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019723-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnz6b7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrostichum aureum",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000996-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jasvw
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.35108 45.87745,8.1401 45.87745,8.1401 46.32848,7.35108 46.32848,7.35108 45.87745))",
 "TaxonKey is Draba thomasii"
 ]
}

 The dataset includes 94 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000995-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15855273
title: Targeted amplicon deep sequencing of P. falciparum antimalarial drug resistance markers in northern Namibia, 2023

description: P. falciparum antimalarial drug resistance marker genotypes and complexity of infection were obtained for 264 samples collected from 16 health facilities across 5 regions of Namibia between April to September 2023. Genotypes were generated using the MAD4HatTeR targeted amplicon deep sequencing protocol (Aranda-Diaz, 2025). The study is described in a preprint (Eloff et al., 2025), which includes sampling and bioinformatics procedures, as well as summarized results.  
description: GenE8_Namibia_genotype_export
Individual genotypes and microhaplotypes at codons with non-synonymous mutations observed in the dataset.Haplotypes were inferred from individual microhaplotypes as described in the publication (Eloff et al., 2025). Complexity of infection (coi) and probability of polyclonality were estimated as described in the publication


GenE8_Namibia_Evaluated_SNPs
 All evaluated SNPs.
DOI: 10.5281/zenodo.15855274
title: Targeted amplicon deep sequencing of P. falciparum antimalarial drug resistance markers in northern Namibia, 2023

description: P. falciparum antimalarial drug resistance marker genotypes and complexity of infection were obtained for 264 samples collected from 16 health facilities across 5 regions of Namibia between April to September 2023. Genotypes were generated using the MAD4HatTeR targeted amplicon deep sequencing protocol (Aranda-Diaz, 2025). The study is described in a preprint (Eloff et al., 2025), which includes sampling and bioinformatics procedures, as well as summarized results.  
description: GenE8_Namibia_genotype_export
Individual genotypes and microhaplotypes at codons with non-synonymous mutations observed in the dataset.Haplotypes were inferred from individual microhaplotypes as described in the publication (Eloff et al., 2025). Complexity of infection (coi) and probability of polyclonality were estimated as described in the publication


GenE8_Namibia_Evaluated_SNPs
 All evaluated SNPs.
DOI: 10.5281/zenodo.15865976
title: TABLE 1 in Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae)

description: TABLE 1. Specimens and localities of Thecagaster exuviae (E) and larvae (L). NS = Nataly Snegovaya, ML = Martin Lemke, TS = Thomas Schneider.
speciesNcountrylocalitygeodatadateleg.referenceT. charpentieri4 EAzerbaijanAgdere (Ağdәrә) Ordubad district, Nakhichevan39.1129°N, 45.9145°E 1.830 m20.vi.2019NSSkvortsov & Snegovaya 2015, and this reportT. charpentieri2 LGeorgiabeside Lagodekhiskhevi River; Lagodechi Kakheti district41.8437°N 46.2845°E 635 m26.vi.2014MLSchneider et al. 2021T. coronata7 EIranArzaneh waterfall Khorãsãn-e-Razavi province34.9569°N, 60.1672°E 1.683 m25.vii.2014TSSeidenbusch et al. 2015, and this reportT. brevistigma1 EPakistanLutkho River Droshp village, Garam Chashma municipality, Chitral district, Khyber Pakhtuonkhwa province35.9997°N, 71.5913°E 2.131 m08.vii.2024TSthis report, about 50 specimens, including egg-laying females, at this locality.
description: Published as part of Müller, Ole, Brochard, Christophe, Ikemeyer, Dietmar, Snegovaya, Nataly, Lemke, Martin & Schneider, Thomas, 2025, Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae), pp. 212 in Zootaxa 5653 (2) on page 212, DOI: 10.11646/zootaxa.5653.2.3, http://zenodo.org/record/15821253
DOI: 10.5281/zenodo.15865977
title: TABLE 1 in Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae)

description: TABLE 1. Specimens and localities of Thecagaster exuviae (E) and larvae (L). NS = Nataly Snegovaya, ML = Martin Lemke, TS = Thomas Schneider.
speciesNcountrylocalitygeodatadateleg.referenceT. charpentieri4 EAzerbaijanAgdere (Ağdәrә) Ordubad district, Nakhichevan39.1129°N, 45.9145°E 1.830 m20.vi.2019NSSkvortsov & Snegovaya 2015, and this reportT. charpentieri2 LGeorgiabeside Lagodekhiskhevi River; Lagodechi Kakheti district41.8437°N 46.2845°E 635 m26.vi.2014MLSchneider et al. 2021T. coronata7 EIranArzaneh waterfall Khorãsãn-e-Razavi province34.9569°N, 60.1672°E 1.683 m25.vii.2014TSSeidenbusch et al. 2015, and this reportT. brevistigma1 EPakistanLutkho River Droshp village, Garam Chashma municipality, Chitral district, Khyber Pakhtuonkhwa province35.9997°N, 71.5913°E 2.131 m08.vii.2024TSthis report, about 50 specimens, including egg-laying females, at this locality.
description: Published as part of Müller, Ole, Brochard, Christophe, Ikemeyer, Dietmar, Snegovaya, Nataly, Lemke, Martin & Schneider, Thomas, 2025, Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae), pp. 212 in Zootaxa 5653 (2) on page 212, DOI: 10.11646/zootaxa.5653.2.3, http://zenodo.org/record/15821253
DOI: 10.5281/zenodo.15865978
title: TABLE 2 in Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae)

description: TABLE 2. Data sets of the morphological characteristics of the Thecagaster species studied here (dimensions in mm, without differentiation by sex, sample sizes in brackets). The currently most important morphological differences in this study, which were also used for the serious proposal of a key (Table 3), are highlighted in grey.
T. charpentieriT. coronataT. brevistigmatotal length37.5–41.7 (3)38.2–43.5 (7)36.8 (1)abdomen length23.0–27.4 (4)27.5–29.9 (2)24.5 (1)wing case HW length8.3–10.2 (4)8.5 (2)10.0 (1)abdomen S5 width7.4–8.0 (4)7.6–8.4 (2)7.3 (1)cerci length1.0–1.2 (4)1.2 (2)1.0 (1)cerci width0.4–0.5 (4)0.4 (2)0.4 (1)paraproct length (ventral)2.6–3.0 (4)3.0–3.4 (2)2.9 (1)epiproct length (dorsal)2.3–3.3 (4)3.5–3.6 (2)3.2 (1)projection length0.6–0.7 (3)0.7 (1)0.7 (1)gynapophyses length2.0 (1)2.1 (1)-gynapophyses width (basal)1.6 (1)1.6 (1)-femur foreleg length4.1–5.4 (3)4.7–5.2 (2)4.3 (1)tibia foreleg length5.5–6.1 (3)5.8–6.2 (2)5.2 (1)tarsus foreleg length2.7–2.9 (2)2.6–3.1 (2)3.0 (1)head width7.5–8.5 (3)8.0–8.1 (2)7.7 (1)mentum length6.0–7.0 (3)6.0–6.7 (2)6.1 (1)mentum width basal2.2–2.5 (3)2.1–2.3 (2)2.0 (1)mentum width distal5.9–7.2 (3)6.2–6.9 (2)6.1 (1)
used for the serious proposal of a key (Table 3), are highlighted in grey.
description: Published as part of Müller, Ole, Brochard, Christophe, Ikemeyer, Dietmar, Snegovaya, Nataly, Lemke, Martin & Schneider, Thomas, 2025, Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae), pp. 226 in Zootaxa 5653 (2) on page 226, DOI: 10.11646/zootaxa.5653.2.3, http://zenodo.org/record/15821253
DOI: 10.5281/zenodo.15865979
title: TABLE 2 in Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae)

description: TABLE 2. Data sets of the morphological characteristics of the Thecagaster species studied here (dimensions in mm, without differentiation by sex, sample sizes in brackets). The currently most important morphological differences in this study, which were also used for the serious proposal of a key (Table 3), are highlighted in grey.
T. charpentieriT. coronataT. brevistigmatotal length37.5–41.7 (3)38.2–43.5 (7)36.8 (1)abdomen length23.0–27.4 (4)27.5–29.9 (2)24.5 (1)wing case HW length8.3–10.2 (4)8.5 (2)10.0 (1)abdomen S5 width7.4–8.0 (4)7.6–8.4 (2)7.3 (1)cerci length1.0–1.2 (4)1.2 (2)1.0 (1)cerci width0.4–0.5 (4)0.4 (2)0.4 (1)paraproct length (ventral)2.6–3.0 (4)3.0–3.4 (2)2.9 (1)epiproct length (dorsal)2.3–3.3 (4)3.5–3.6 (2)3.2 (1)projection length0.6–0.7 (3)0.7 (1)0.7 (1)gynapophyses length2.0 (1)2.1 (1)-gynapophyses width (basal)1.6 (1)1.6 (1)-femur foreleg length4.1–5.4 (3)4.7–5.2 (2)4.3 (1)tibia foreleg length5.5–6.1 (3)5.8–6.2 (2)5.2 (1)tarsus foreleg length2.7–2.9 (2)2.6–3.1 (2)3.0 (1)head width7.5–8.5 (3)8.0–8.1 (2)7.7 (1)mentum length6.0–7.0 (3)6.0–6.7 (2)6.1 (1)mentum width basal2.2–2.5 (3)2.1–2.3 (2)2.0 (1)mentum width distal5.9–7.2 (3)6.2–6.9 (2)6.1 (1)
used for the serious proposal of a key (Table 3), are highlighted in grey.
description: Published as part of Müller, Ole, Brochard, Christophe, Ikemeyer, Dietmar, Snegovaya, Nataly, Lemke, Martin & Schneider, Thomas, 2025, Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae), pp. 226 in Zootaxa 5653 (2) on page 226, DOI: 10.11646/zootaxa.5653.2.3, http://zenodo.org/record/15821253
DOI: 10.5281/zenodo.15865980
title: TABLE 3. Proposal for a in Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae)

description: TABLE 3. Proposal for a first differential exuviae key for three Thecagaster species.
LC = length of cerciBWC = basal width of cerciLP = length of paraproct (ventral)1 LC / BWC ≥ 3 (3.10–3.36)T. coronata1’ LC / BWC <3 (2.24–2.63)22 LP / LC <2.8 (2.52–2.67)T. charpentieri2’ LP / LC ≥ 2.8 (3.02)T. brevistigma
description: Published as part of Müller, Ole, Brochard, Christophe, Ikemeyer, Dietmar, Snegovaya, Nataly, Lemke, Martin & Schneider, Thomas, 2025, Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae), pp. 226 in Zootaxa 5653 (2) on page 226, DOI: 10.11646/zootaxa.5653.2.3, http://zenodo.org/record/15821253
DOI: 10.5281/zenodo.15865981
title: TABLE 3. Proposal for a in Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae)

description: TABLE 3. Proposal for a first differential exuviae key for three Thecagaster species.
LC = length of cerciBWC = basal width of cerciLP = length of paraproct (ventral)1 LC / BWC ≥ 3 (3.10–3.36)T. coronata1’ LC / BWC <3 (2.24–2.63)22 LP / LC <2.8 (2.52–2.67)T. charpentieri2’ LP / LC ≥ 2.8 (3.02)T. brevistigma
description: Published as part of Müller, Ole, Brochard, Christophe, Ikemeyer, Dietmar, Snegovaya, Nataly, Lemke, Martin & Schneider, Thomas, 2025, Description of the larvae and exuviae of Thecagaster charpentieri (Kolenati, 1846) and Thecagaster brevistigma (Selys, 1854) with a re-description of the exuviae of Thecagaster coronata (Morton, 1916) (Odonata: Cordulegastridae), pp. 226 in Zootaxa 5653 (2) on page 226, DOI: 10.11646/zootaxa.5653.2.3, http://zenodo.org/record/15821253
DOI: 10.15468/dl.vt54mw
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Garrya ovata"
 ]
}

 The dataset includes 422 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001000-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15839136
title: Purified standards IROA mzML

description: This dataset contains mzML files generated from LC-MS analyses of purified chemical standards. These standards were analyzed as part of an effort to support compound annotation and spectral library development in metabolomics. The mzML files were acquired using a liquid chromatography coupled with high-resolution mass spectrometer.
DOI: 10.5281/zenodo.15839137
title: Purified standards IROA mzML

description: This dataset contains mzML files generated from LC-MS analyses of purified chemical standards. These standards were analyzed as part of an effort to support compound annotation and spectral library development in metabolomics. The mzML files were acquired using a liquid chromatography coupled with high-resolution mass spectrometer.
DOI: 10.15468/dl.4t2y9w
title: Occurrence Download

description: A dataset containing 2057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anisoptera curtisii, Anisoptera laevis, Dipterocarpus acutangulus, Dipterocarpus costatus, Dipterocarpus dyeri, Dipterocarpus dyeri, Dipterocarpus hasseltii, Dipterocarpus intricatus, Dipterocarpus obtusifolius, Dipterocarpus retusus, Dipterocarpus turbinatus, Hopea montana, Hopea oblongifolia, Hopea pedicellata, Hopea pierrei, Hopea recopei, Hopea sublanceolata, Hopea subpeltata, Hopea thorelii, Parashorea densiflora kerrii, Shorea dasyphylla, Anthoshorea farinosa, Shorea obtusa, Pentacme siamensis, Shorea thorelii, Vatica acrocarpa, Vatica cuspidata, Vatica lowii, Vatica diospyroides, Vatica harmandiana, Vatica mangachapoi obtusifolia, Vatica pauciflora, Vatica philastreana)"
 ]
}

 The dataset includes 2057 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001002-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.