cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qdp34z
title: Occurrence Download

description: A dataset containing 1872990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coraciiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 0,-60 0,-60 30,-90 30,-90 0))"
 ]
}

 The dataset includes 1872990 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060711-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bytj4n
title: Occurrence Download

description: A dataset containing 2699330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podicipediformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 30,-60 30,-60 60,-90 60,-90 30))"
 ]
}

 The dataset includes 2699330 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060724-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byysy3
title: Occurrence Download

description: A dataset containing 1216453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podicipediformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 30,0 30,0 60,-30 60,-30 30))"
 ]
}

 The dataset includes 1216453 records from 559 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060708-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17239978
title: Adaptive Path Control in Tangential Micromachining: A Feasibility Study with USP Laser

description: This dataset contains experimental results supporting the preprint "Adaptive Path Control in Tangential Micromachining: A Feasibility Study with USP Laser" (Čermák et al., 2025, MM Science Journal). The study investigates the use of adaptive path control (APC) in tangential laser micromachining with ultra-short pulse (USP) lasers, focusing on the optimization of the angle of incidence (AOI) to enhance process performance.

The provided data include material removal rate (MRR) measurements under different cutting conditions, specifically varying AOI (10–50°), cutting speeds, and feed per revolution values. Each Excel sheet has been converted into a separate CSV file for ease of reuse. The dataset allows reproduction of the main findings presented in the article, including the impact of AOI and feed per revolution on machining efficiency, as well as detailed path-level MRR (MRRi) analysis.

These results provide a foundation for further research into adaptive control strategies for ultra-short pulse laser machining, with potential applications in high-precision manufacturing domains such as medical devices, watchmaking, and microtool production.

Contents





CSV files with prefixes MRR and MRRi data for different AOI values and cutting conditions




CSV file with input data for statistical approach by Kruskal-Wallis



Researchers can use these datasets to validate the feasibility of APC strategies, conduct comparative studies, or develop advanced models for intelligent micromachining systems.
DOI: 10.5281/zenodo.17239979
title: Adaptive Path Control in Tangential Micromachining: A Feasibility Study with USP Laser

description: This dataset contains experimental results supporting the preprint "Adaptive Path Control in Tangential Micromachining: A Feasibility Study with USP Laser" (Čermák et al., 2025, MM Science Journal). The study investigates the use of adaptive path control (APC) in tangential laser micromachining with ultra-short pulse (USP) lasers, focusing on the optimization of the angle of incidence (AOI) to enhance process performance.

The provided data include material removal rate (MRR) measurements under different cutting conditions, specifically varying AOI (10–50°), cutting speeds, and feed per revolution values. Each Excel sheet has been converted into a separate CSV file for ease of reuse. The dataset allows reproduction of the main findings presented in the article, including the impact of AOI and feed per revolution on machining efficiency, as well as detailed path-level MRR (MRRi) analysis.

These results provide a foundation for further research into adaptive control strategies for ultra-short pulse laser machining, with potential applications in high-precision manufacturing domains such as medical devices, watchmaking, and microtool production.

Contents





CSV files with prefixes MRR and MRRi data for different AOI values and cutting conditions




CSV file with input data for statistical approach by Kruskal-Wallis



Researchers can use these datasets to validate the feasibility of APC strategies, conduct comparative studies, or develop advanced models for intelligent micromachining systems.
DOI: 10.15468/dl.d77pn9
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnolia chapensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 234 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060750-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga7k5b
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agabus undulatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 101 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060752-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raa2ek
title: Occurrence Download

description: A dataset containing 978070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobio gobio",
 "HasCoordinate is true"
 ]
}

 The dataset includes 978070 records from 414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060642-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udhkn2
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Artocarpus anisophyllus Miq."
 ]
}

 The dataset includes 169 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030547-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smw4ub
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.64723 32.74421,26.64723 32.74421,26.64723 47.25579,-9.64723 47.25579,-9.64723 32.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Silene neglecta Ten."
 ]
}

 The dataset includes 139 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002098-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpka8n
title: Occurrence Download

description: A dataset containing 7338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabidopsis suecica (Fr.) Norrl."
 ]
}

 The dataset includes 7338 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212839-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taupiu
title: Occurrence Download

description: A dataset containing 12655643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1704-2018"
 ]
}

 The dataset includes 12655643 records from 1819 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030548-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj5n37
title: Occurrence Download

description: A dataset containing 32225044 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Costa Rica"
 ]
}

 The dataset includes 32225044 records from 1793 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015258-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw8nfe
title: Occurrence Download

description: A dataset containing 27001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Seriphidium (Besser) Poljakov, 1961"
 ]
}

 The dataset includes 27001 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094843-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkmytx
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba glacialis Adams",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047133-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4g7kd
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalanthera cucullata Boiss. & Heldr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078592-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zwzq2
title: Occurrence Download

description: A dataset containing 110137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolboschoenus maritimus (L.) Palla"
 ]
}

 The dataset includes 110137 records from 548 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136164-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86nl2o
title: Occurrence Download

description: A dataset containing 16937 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoetes lacustris L."
 ]
}

 The dataset includes 16937 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047139-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zj3ed
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerastium eriophorum Kit. ex Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078663-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/snw-fxf-p4m
title: siliciclastic rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kjn-16x-w8w
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p1a-gba-81z
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/eb4-wty-dzk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v32-qmn-m5q
title: †Ungula convexa Pander, 1830

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mw4-kbn-xjj
title: Rhegmaphyllum whittardi (Smith, 1930)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zfk-ee8-jeg
title: Favosites? sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/53b-74v-6f3
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7rp-qbf-e7x
title: Ptychopyge sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9fd-qcs-zcr
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dw1-jmf-ysk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/64r-255-a6e
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fan-62p-ver
title: †Ungula convexa Pander, 1830

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b7c-g6x-bhx
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/efs-efa-wvy
title: Dolostone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/alv-l58-75k
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/erk-3c6-a44
title: Illaenus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/01z-0lz-3hp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/77a-zbg-48j
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9mj-z5s-de4
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hav-mqv-1nt
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gy2-emy-v3y
title: Loganellia matura Märss et Karatajute-Talimaa, 2002

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/npt-kdt-zx5
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ph3-qcw-zhh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/26m-1q8-960
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/35y-zmw-dzy
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bg1-k1k-zbt
title: †Encrinurus punctatus (Wahlenberg, 1821)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rmy-rfe-jp6
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gc5-ltr-j7h
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jcc-34p-4t4
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q38-b7y-bz0
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4ld-rph-lrx
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p74-9cg-y70
title: Estoniops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bjh-3dv-zj6
title: Calymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k0x-v7j-7mb
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rsa-k02-qp0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/thx-mkl-fsx
title: Sandstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6sk-0hx-kg7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zaa-dqw-2gw
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ajy-gj7-7tc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qhm-3qb-fcl
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gwp-rn7-pk7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y7t-40e-yxk
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3p9-xbk-pjb
title: †Encrinurus punctatus (Wahlenberg, 1821)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/153-4xd-gn0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hh5-gye-ef6
title: Bassia All.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/swc-tty-9n4
title: †Encrinurus punctatus (Wahlenberg, 1821)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ftr-et0-j12
title: Illaenus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ska-vab-g2a
title: Incertae sedis (fossils)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sy3-65w-38k
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/77l-bzb-s0v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hew-mnl-9xl
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ty2-fxq-bq2
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y88-rd4-d6r
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fhj-sdj-ame
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5eb-yx2-n9z
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t8v-f7m-3rl
title: Incertae sedis (fossils)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1e5-q26-yf4
title: †Illaenidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jxm-965-zal
title: Thelodus matukhini Karatajute-Talimaa et Märss, 2002

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/57r-1rs-490
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hrd-h7m-gh6
title: Sphaerocoryphe

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bsn-ryz-3e6
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xn4-g53-kv0
title: Bassia All.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1vq-qdc-pg3
title: Gravicaymene

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bwe-a6h-yql
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ekj-r3w-2x1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zsv-mmb-x0c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/07e-vsy-ghc
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tkh-nmc-m6g
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lqj-2bk-88v
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xlm-79e-t8s
title: Calymenina

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0jf-eh9-xzy
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ame-63e-d7v
title: †Encrinurus punctatus (Wahlenberg, 1821)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.