cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25824/redu/vo4mmu
title: Description of codes to image processing and data classification (Python and MATLAB)

description: This dataset contains the open-source Python and MATLAB® codes developed for my doctoral research. The materials correspond to the workflows used for image processing, pore characterization, and automatic classification of well-log data through Self-Organizing Maps (SOM). No raw data, images, or laboratory results are included—only the reproducible code used in the thesis. The Python scripts implement image enhancement (MSRCP), segmentation, contour detection, and quantitative measurement of pore attributes, generating tabulated outputs and visualizations. The MATLAB® scripts use the SOM Toolbox to load LAS files, integrate the derived vug_phi curve with conventional logs, standardize data, classify it using SOM combined with k-means and the Davies–Bouldin criterion, and produce SOM visualizations. These codes were created as part of the final research work, based on bibliographic review, iterative testing, and computational analysis. The dataset enables other researchers to reproduce or adapt the methodologies for geological image analysis and unsupervised classification of well logs. Description of codes to perform an image segmentation, automathic classification of data, and image processing.
DOI: 10.3535/6m8-aar-cxf
title: Xestia (Xestia) baja [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6xq-t8w-yxg
title: Depressaria sordidatella Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/htn-qt5-42c
title: Depressaria sordidatella Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l0g-8wf-7cj
title: Xestia (Megasema) triangulum Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/13k-zvk-h8r
title: Hypena rostralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xer-wc9-nsl
title: Hadena (Hadena) compta [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ehh-t0c-bbp
title: Polypogon tentacularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.bxdtgk
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "TaxonKey is Vulpes vulpes regalis Merriam, 1900"
 ]
}

 The dataset includes 531 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003508-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpmmrc
title: Occurrence Download

description: A dataset containing 1330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracula Luer"
 ]
}

 The dataset includes 1330 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026176-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8euhq6
title: Occurrence Download

description: A dataset containing 1306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enhydris enhydris (Schneider, 1799)"
 ]
}

 The dataset includes 1306 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079625-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6foglo
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buteo ventralis Gould, 1837"
 ]
}

 The dataset includes 362 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004566-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yqbd4
title: Occurrence Download

description: A dataset containing 1349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.58802 41.07000,8.28731 41.07000,8.28731 45.01651,-1.58802 45.01651,-1.58802 41.07000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia sulcata Lens ex Loisel."
 ]
}

 The dataset includes 1349 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004862-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkxv6i
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Podocarpus neriifolius D.Don",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 573 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026200-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npear2
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Diospyros salicifolia Humb. & Bonpl. ex Willd.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 318 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005617-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.im0xyu
title: Occurrence Download

description: A dataset containing 860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix daphnoides Vill.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 }
 ]
}

 The dataset includes 860 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079366-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx3ae6
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plebejus argus (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 795 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047333-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuu5fr
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Oncorhynchus mykiss (Walbaum, 1792)"
 ]
}

 The dataset includes 824 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196639-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzmrsw
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clusia fructiangusta Cuatrec."
 ]
}

 The dataset includes 150 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004567-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk37qj
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysocyon brachyurus (Illiger, 1815)"
 ]
}

 The dataset includes 945 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078917-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjalfx
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus cooperi C.E.Blanco"
 ]
}

 The dataset includes 178 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035232-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvy6gs
title: Occurrence Download

description: A dataset containing 4242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbesina encelioides (Cav.) Benth. & Hook.fil. ex A.Gray",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 4242 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025698-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpxiyi
title: Occurrence Download

description: A dataset containing 10686 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Anthophora ursina Cresson, 1869",
 "TaxonKey is Ashmeadiella californica (Ashmead, 1897)",
 "TaxonKey is Andrena sola Viereck, 1917",
 "TaxonKey is Ashmeadiella cubiceps (Cresson, 1879)",
 "TaxonKey is Ashmeadiella cockerelli Michener, 1936",
 "TaxonKey is Andrena sladeni Viereck, 1924",
 "TaxonKey is Andrena schuhi LaBerge, 1980",
 "TaxonKey is Andrena melanochroa Cockerell, 1898",
 "TaxonKey is Andrena angustifovea Viereck, 1904",
 "TaxonKey is Andrena coconina LaBerge, 1980",
 "TaxonKey is Agapostemon obliquus (Provancher, 1888)",
 "TaxonKey is Andrena gordoni Ribble, 1974",
 "TaxonKey is Anthophora porterae Cockerell, 1900",
 "TaxonKey is Andrena clarkella (Kirby, 1802)",
 "TaxonKey is Anthophora pacifica Cresson, 1879",
 "TaxonKey is Anthophora urbana Cresson, 1879"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Canada"
 ]
 },
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 10686 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004568-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ck58d2
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Zacatecas",
 "TaxonKey is Thamnophis cyrtopsis (Kennicott, 1860)"
 ]
}

 The dataset includes 41 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aprmhl
title: Occurrence Download

description: A dataset containing 65535 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of the Distributions of Marine Fishes of Arctic Canada"
 ]
}

 The dataset includes 65535 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036663-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46sr3x
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Lampropeltis alterna (Brown, 1901)"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079206-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm4gfy
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola argenteria Moraldo & Forneris",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 150 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004568-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58362d
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zizania aquatica var. interior Fassett)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054647-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3m6ca
title: Occurrence Download

description: A dataset containing 2975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((103.05 35,105.567 35,105.567 37.633,103.05 37.633,103.05 35))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1980-2021"
 ]
}

 The dataset includes 2975 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051416-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5r5pd
title: Occurrence Download

description: A dataset listing the 24020 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 -60,-180 -60,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 24020 records were derived from 1037 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054807-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4tfg3
title: Occurrence Download

description: A dataset containing 2972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hexanauplia",
 "HasCoordinate is true",
 "Country is one of (Germany)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 2972 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222111-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea2yku
title: Occurrence Download

description: A dataset containing 4038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callistemon citrinus (Curtis) Skeels"
 ]
}

 The dataset includes 4038 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020461-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhxaxr
title: Occurrence Download

description: A dataset containing 246253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Waterbird census in Spain",
 "Year is less than or equal to 3000"
 ]
}

 The dataset includes 246253 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002026-190621201848488/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/8177312
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.mbmk2k
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.34126 -32.31326,18.41707 -32.30887,18.46651 -32.23306,18.48628 -32.11771,18.44563 -32.05289,18.37971 -31.98038,18.35555 -31.78922,18.33797 -31.73538,18.25777 -31.73209,18.21931 -31.74747,18.2303 -31.79251,18.24678 -31.83865,18.27974 -31.8826,18.28084 -31.92105,18.27425 -31.94302,18.28304 -31.97159,18.29073 -31.98917,18.3127 -32.02982,18.3163 -32.06552,18.30501 -32.10782,18.31719 -32.17684,18.33907 -32.20999,18.35555 -32.27261,18.34126 -32.31326))",
 {
 "or" : [
 "IucnRedListCategory is EN",
 "IucnRedListCategory is VU",
 "IucnRedListCategory is NT",
 "IucnRedListCategory is LC"
 ]
 },
 "TaxonKey is Plantae"
 ]
}

 The dataset's 26 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274188-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbpks8
title: Occurrence Download

description: A dataset containing 4228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1979-2013",
 "Geometry POLYGON((-25.04163 -0.13312,23.04163 -0.13312,23.04163 19.13312,-25.04163 19.13312,-25.04163 -0.13312))",
 "HasCoordinate is true",
 "TaxonKey is Pterocarpus erinaceus Poir.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4228 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012156-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.navrv8
title: Occurrence Download

description: A dataset containing 1382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zehneria mucronata (Blume) Miq."
 ]
}

 The dataset includes 1382 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035886-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpf8jr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hexactinellida",
 "HasCoordinate is true",
 "Country is one of (Germany)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222138-210914110416597/datasets/export for details.
DOI: 10.15468/dl.d4p66x
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanopleurus inflatus Brailovsky, 1979"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012562-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knbfqj
title: Occurrence Download

description: A dataset containing 1253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is UWBM Ornithology Collection"
 ]
}

 The dataset includes 1253 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007602-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzcupn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naja sagittifera Wall, 1913"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277790-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.527vfc
title: Occurrence Download

description: A dataset containing 1418 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carpobrotus glaucescens (Haw.) Schwantes"
 ]
}

 The dataset includes 1418 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125940-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mlfz3x
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Heliornis fulica (Boddaert, 1783)"
 ]
}

 The dataset includes 644 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003189-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beakn6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paracontias manify Andreone & Greer, 2002"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277792-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvdqvj
title: Occurrence Download

description: A dataset containing 12682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petunia Juss."
 ]
}

 The dataset includes 12682 records from 468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125919-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuak1o
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haliotis alfredensis Bartsch, 1915"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012159-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.