cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h2u6wm
title: Occurrence Download

description: A dataset listing the 14527 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset's 14527 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033893-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2rq2f
title: Occurrence Download

description: A dataset containing 797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum humboldtianum Flüggé",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 797 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046830-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdaudk
title: Occurrence Download

description: A dataset containing 926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "Geometry POLYGON((-91.444702 17.253613,-91.444702 16.733536,-90.661926 16.733536,-90.661926 17.253613,-91.444702 17.253613))"
 ]
}

 The dataset includes 926 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005686-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd3hx4
title: Occurrence Download

description: A dataset containing 13965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is DOF/BirdLife Denmark - Observations from DOFbasen",
 "TaxonKey is Corvus corax Linnaeus, 1758",
 "Year 2018-2018"
 ]
}

 The dataset includes 13965 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034714-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xbb1a
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muhlenbergia californica Vasey",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 164 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046831-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3kl7z
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnamomum kanahirai Hayata"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005687-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bsu9k
title: Occurrence Download

description: A dataset containing 150975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((108 28.4,122 28.4,122 34.5,108 34.5,108 28.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1970-1999"
 ]
}

 The dataset includes 150975 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034718-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raegje
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum inaequivalve Raddi",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 201 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046832-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66h9sg
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcia bergii (Krug & Urb.) Z.Acosta & K.Samra"
 ]
}

 The dataset includes 12 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170930-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.odvngq
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrina fusca Lour.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 503 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005690-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mg4m3u
title: Occurrence Download

description: A dataset containing 13302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer pictum Thunb.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13302 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034948-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9fqwr
title: Occurrence Download

description: A dataset containing 581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muhlenbergia ciliata (Kunth) Kunth",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 581 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046833-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adq6gx
title: Occurrence Download

description: A dataset listing the 21199 species recorded in GBIF matching the query:
{
 "Country" : [
 "is Iceland"
 ]
}

 The dataset's 21199 records were derived from 1269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170881-240321170329656/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.29265155
title: Understanding and Managing Missing Data.pdf

description: This document provides a clear and practical guide to understanding missing data mechanisms, including Missing Completely At Random (MCAR), Missing At Random (MAR), and Missing Not At Random (MNAR). Through real-world scenarios and examples, it explains how different types of missingness impact data analysis and decision-making. It also outlines common strategies for handling missing data, including deletion techniques and imputation methods such as mean imputation, regression, and stochastic modeling.Designed for researchers, analysts, and students working with real-world datasets, this guide helps ensure statistical validity, reduce bias, and improve the overall quality of analysis in fields like public health, behavioral science, social research, and machine learning.
DOI: 10.6084/m9.figshare.29265155.v1
title: Understanding and Managing Missing Data.pdf

description: This document provides a clear and practical guide to understanding missing data mechanisms, including Missing Completely At Random (MCAR), Missing At Random (MAR), and Missing Not At Random (MNAR). Through real-world scenarios and examples, it explains how different types of missingness impact data analysis and decision-making. It also outlines common strategies for handling missing data, including deletion techniques and imputation methods such as mean imputation, regression, and stochastic modeling.Designed for researchers, analysts, and students working with real-world datasets, this guide helps ensure statistical validity, reduce bias, and improve the overall quality of analysis in fields like public health, behavioral science, social research, and machine learning.
DOI: 10.5281/zenodo.17099775
title: Leading Change in Challenging Contexts: The Impact of Change Management on Palestinian Government Institutions from Senior Management Perspectives
DOI: 10.5281/zenodo.17099776
title: Leading Change in Challenging Contexts: The Impact of Change Management on Palestinian Government Institutions from Senior Management Perspectives
DOI: 10.15468/dl.zghdqb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum capsicoides",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053322-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxwab6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Otopharynx ovatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053321-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyve7k
title: Occurrence Download

description: A dataset containing 17869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solidago nemoralis"
 ]
}

 The dataset includes 17869 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053320-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/wl1pux
title: Inventariserend veldonderzoek (IVO-O), verkennende en karterende fase Kabeltracé Winsum - Ulrum Gemeente Het Hogeland (GR)

description: Tijdens het veldonderzoek is vastgesteld dat de laagopeenvolging binnen het plangebied in de meeste boringen bestaat uit een bouwvoor op kwelder- en wadafzettingen. De kwelderafzettingen bestaan vooral uit zandige klei of sterk siltig (kleiig) zand met kleilagen. Op basis van de zandige textuur kunnen deze als kwelderwalafzettingen worden geïnterpreteerd. Hieronder liggen wadafzettingen die bestaan uit gelaagd, fijn zand met schelpresten. Daarnaast zijn enkele boringen diepgaand verstoord en zijn in enkele boringen mogelijke getijdengeulen of laagtes aangeboord, die zijn opgevuld met zwak siltige klei en rommelige dempings- of egalisatielagen. Op één locatie is een vegetatiehorizont aangetroffen in de kwelderafzettingen. De kwelderwalafzettingen en vegetatieniveaus wijzen op gunstige landschappelijke omstandigheden. In de boringen en aan het maaiveld zijn geen indicatoren aangetroffen, afgezien van enkele resten baksteenpuin in de bouwvoor en vergraven lagen. Op basis van de afwezigheid van archeologische indicatoren wordt de kans op de aanwezigheid van vindplaatsen, met name huiswierden, klein geacht in het onderzochte deel van het tracé. De archeologische verwachting voor deze tracédelen kan daarom naar laag worden bijgesteld.

Geadviseerd wordt om in het onderzochte deel van het tracé geen verder onderzoek uit de voeren en het plangebied vrij te geven voor de voorgenomen ingrepen. 

Reactie bevoegde overheid (S.J. Tuinstra, gemeentelijk archeoloog):
De gemeente heeft het rapport op 8 September 2025 getoetst. Bovenstaand advies wordt door de gemeente overgenomen, het rapport is daarop definitief gemaakt.
DOI: 10.34740/kaggle/dsv/13029049
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dcqvx5
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-3.452893 37.70921, -3.452711 37.7091, -3.452522 37.70899, -3.452327 37.70889, -3.452125 37.7088, -3.451917 37.70872, -3.451705 37.70864, -3.451487 37.70858, -3.451266 37.70852, -3.451041 37.70847, -3.450814 37.70844, -3.450584 37.70841, -3.450353 37.70839, -3.450121 37.70838, -3.449889 37.70838, -3.449656 37.70839, -3.449425 37.70841, -3.449195 37.70843, -3.448968 37.70847, -3.448743 37.70852, -3.448521 37.70857, -3.448304 37.70864, -3.448091 37.70871, -3.447883 37.7088, -3.447681 37.70889, -3.447485 37.70899, -3.447296 37.70909, -3.447114 37.70921, -3.446939 37.70933, -3.446773 37.70946, -3.446616 37.70959, -3.446468 37.70973, -3.446329 37.70988, -3.4462 37.71003, -3.446081 37.71019, -3.445972 37.71035, -3.445875 37.71052, -3.445788 37.71069, -3.445713 37.71087, -3.445058 37.71252, -3.444993 37.7127, -3.44494 37.71288, -3.444899 37.71307, -3.444871 37.71325, -3.444855 37.71344, -3.444852 37.71363, -3.444861 37.71381, -3.444883 37.714, -3.444917 37.71418, -3.444963 37.71437, -3.445022 37.71455, -3.445092 37.71473, -3.445174 37.7149, -3.445268 37.71508, -3.445373 37.71524, -3.445489 37.71541, -3.445616 37.71556, -3.445754 37.71572, -3.445901 37.71586, -3.446058 37.716, -3.446224 37.71614, -3.446398 37.71626, -3.447516 37.71703, -3.447702 37.71715, -3.447895 37.71727, -3.448096 37.71737, -3.448303 37.71747, -3.448517 37.71755, -3.448736 37.71763, -3.44896 37.7177, -3.449189 37.71776, -3.449421 37.71781, -3.449656 37.71785, -3.449893 37.71787, -3.450132 37.71789, -3.450372 37.7179, -3.450612 37.7179, -3.450851 37.71789, -3.45109 37.71787, -3.451327 37.71784, -3.451561 37.71779, -3.453998 37.71731, -3.454224 37.71726, -3.454446 37.7172, -3.454664 37.71713, -3.454877 37.71705, -3.455085 37.71697, -3.455287 37.71687, -3.455482 37.71677, -3.455671 37.71666, -3.455851 37.71654, -3.456024 37.71641, -3.456188 37.71628, -3.456343 37.71614, -3.456489 37.716, -3.456625 37.71585, -3.456751 37.71569, -3.456866 37.71553, -3.456971 37.71536, -3.457064 37.71519, -3.457146 37.71502, -3.457217 37.71484, -3.457275 37.71466, -3.457322 37.71448, -3.457357 37.7143, -3.457379 37.71411, -3.457389 37.71393, -3.457387 37.71374, -3.457373 37.71355, -3.457346 37.71337, -3.457308 37.71319, -3.457257 37.71301, -3.457195 37.71283, -3.45712 37.71265, -3.457035 37.71248, -3.456938 37.71231, -3.45683 37.71214, -3.456711 37.71198, -3.456582 37.71183, -3.456442 37.71168, -3.456293 37.71154, -3.456135 37.7114, -3.455968 37.71127, -3.455793 37.71115, -3.452893 37.70921))"
 ]
}

 The dataset includes 168 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053324-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5878/002845
title: Stensö Castle 2015
title: Stensöborg 2015
title: Excavations in 2015 at Stensö Castle

description: Investigations in 2015 in different parts of the archaeological site at Stensö Castle, Östra Husby parish, Östergötland, identified the western section of the castle's ringwall as well as a number of heaps of material which was extracted from the ruins for reuse. A rune carving was discovered on the outside of the southern tower, with the inscribed name 'Helge' - possibly a builder, worker, or the tower's architect. The excavations yielded rich finds of medieval ceramic, for the most part Early Red glazed ware (ca. 1250-1350 C.E.).

Purpose:

The aim of the archaeological investigations at Stensö Castle was to build upon the results from the 2014 excavation season at Stensö Castle.

The dataset consists of a series of images documenting excavations at Stensöborg, as well as an excel file describing these excavation images. The download package also contains the excavation report.
description: Arkeologiska undersökningar (2015) i Stensöborg, Östra Husby socken, Östergötland, identifierade västra delen av borgens ringmur, samt ett antal högar med byggnadsmaterial som brutits ur ruinerna för återanvändning. En runristning upptäcktes på det södra tornets utsida med namnet Helge - möjligen en byggnadsarbetare eller tornets arkitekt. Utgrävningarna gav rika fynd av medeltida keramik, mestadels äldre rödgods (ca. 1250-1350 e.K.).

Datasetet innehåller bilder tagna under arkeologiska undersökningen, samt en excel-fil som dokumenterar dessa bilder. Dataset-mappen innehåller även en utgrävningsrapport.
DOI: 10.5878/dcrh-qp11
title: Stensö Castle 2015
title: Stensöborg 2015
title: Excavations in 2015 at Stensö Castle

description: Investigations in 2015 in different parts of the archaeological site at Stensö Castle, Östra Husby parish, Östergötland, identified the western section of the castle's ringwall as well as a number of heaps of material which was extracted from the ruins for reuse. A rune carving was discovered on the outside of the southern tower, with the inscribed name 'Helge' - possibly a builder, worker, or the tower's architect. The excavations yielded rich finds of medieval ceramic, for the most part Early Red glazed ware (ca. 1250-1350 C.E.).

Purpose:

The aim of the archaeological investigations at Stensö Castle was to build upon the results from the 2014 excavation season at Stensö Castle.

The dataset consists of a series of images documenting excavations at Stensöborg, as well as an excel file describing these excavation images. The download package also contains the excavation report.
description: Arkeologiska undersökningar (2015) i Stensöborg, Östra Husby socken, Östergötland, identifierade västra delen av borgens ringmur, samt ett antal högar med byggnadsmaterial som brutits ur ruinerna för återanvändning. En runristning upptäcktes på det södra tornets utsida med namnet Helge - möjligen en byggnadsarbetare eller tornets arkitekt. Utgrävningarna gav rika fynd av medeltida keramik, mestadels äldre rödgods (ca. 1250-1350 e.K.).

Datasetet innehåller bilder tagna under arkeologiska undersökningen, samt en excel-fil som dokumenterar dessa bilder. Dataset-mappen innehåller även en utgrävningsrapport.
DOI: 10.5878/002846
title: Stensö Castle 2015
title: Stensöborg 2015
title: Excavations in 2015 at Stensö Castle

description: Investigations in 2015 in different parts of the archaeological site at Stensö Castle, Östra Husby parish, Östergötland, identified the western section of the castle's ringwall as well as a number of heaps of material which was extracted from the ruins for reuse. A rune carving was discovered on the outside of the southern tower, with the inscribed name 'Helge' - possibly a builder, worker, or the tower's architect. The excavations yielded rich finds of medieval ceramic, for the most part Early Red glazed ware (ca. 1250-1350 C.E.).

Purpose:

The aim of the archaeological investigations at Stensö Castle was to build upon the results from the 2014 excavation season at Stensö Castle.

The dataset consists of a series of images documenting excavations at Stensöborg, as well as an excel file describing these excavation images. The download package also contains the excavation report.
description: Arkeologiska undersökningar (2015) i Stensöborg, Östra Husby socken, Östergötland, identifierade västra delen av borgens ringmur, samt ett antal högar med byggnadsmaterial som brutits ur ruinerna för återanvändning. En runristning upptäcktes på det södra tornets utsida med namnet Helge - möjligen en byggnadsarbetare eller tornets arkitekt. Utgrävningarna gav rika fynd av medeltida keramik, mestadels äldre rödgods (ca. 1250-1350 e.K.).

Datasetet innehåller bilder tagna under arkeologiska undersökningen, samt en excel-fil som dokumenterar dessa bilder. Dataset-mappen innehåller även en utgrävningsrapport.
DOI: 10.15468/dl.zsezjr
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (South Africa, Eswatini, Namibia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gnidia kraussiana"
 ]
}

 The dataset includes 344 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053325-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.feca52kb
title: Χίος - Σκοποί της Χίου - Γιάννης Βούκουνας, Δημήτρης Κοντός, Πέτρος Μαθιούδης, Σάκης Πιππίδης, Θωμάς Παραδείσης - Συρτός Του Κίτσου η μάνα
DOI: 10.34847/nkl.b26634ni
title: Χίος - Σκοποί της Χίου - Ανδρέας Ευωδιάς, Μαρκέλλος Μοσχούρης, Μαρκέλλος Πούπαλος, Θωμάς Παραδείσης - Συρτός Τούρκικος
DOI: 10.15468/dl.rgr9ry
title: Occurrence Download

description: A dataset containing 946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bunchosia swartziana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 946 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053326-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmxh4d
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dinopium benghalense",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 142 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053327-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxs2x6
title: Occurrence Download

description: A dataset containing 376300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampyrum pratense"
 ]
}

 The dataset includes 376300 records from 1361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053243-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaxxn4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucomys volans chontali Goodwin, 1961"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070288-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ifwlkp
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eremophila oldfieldii F.Muell.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 245 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039900-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.