cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26389067.v1
title: Layered production prediction of oil wells based on ConvLSTMA

description: With the continuous development of oilfield, oilfield production prediction is becoming more and more important. Most of the current methods are based on machine learning prediction methods and predict the oil production of a single well with relatively low accuracy. In this paper, we focus on dividing single wells into specific layer segments and propose a layered production prediction method for oil wells based on ConvLSTMA model with convolutional neural network, long- and short-term memory network, and fine-grained attention mechanism. The method can effectively utilize stratified historical data to predict future oilfield production and can be adapted to various complex production prediction scenarios. Through experiments, it can be seen that the model performs better than existing models in predicting oil production data, reducing the MSE index by about 2%, MAE index by about 3%, and R2 coefficient by 2%.
DOI: 10.6073/pasta/32aa26ea72bf868c44b77b55eee7da63
title: Nitrogen fixation (acetylene reduction) and denitrification (acetylene block) data from streams across ecoclimatic domains in the United States, 2017-2019

description: We conducted a cross-ecoregion study to test the hypothesis that N-fixation and denitrification would co-occur in streams and rivers across a range of reactive N concentrations. Between 2017 and 2019, we sampled 30 streams in 13 ecoregions, using chambers to quantify N-fixation using acetylene reduction and denitrification using acetylene block. 25 of the study streams were part of the National Ecological Observatory Network or the StreamPULSE network, which provided data on water temperature, light, nutrients, discharge and metabolism. Although N-fixation and denitrification occur under contrasting environmental conditions, we found that they co-occurred in ca. 40% of stream ecosystems surveyed, and microbes capable of carrying out each process were found in all surveyed streams. This dataset includes the chamber data used to calculate nitrogen fixation and denitrification rates, stream substrate information used to scale rates from substrate to whole-reach scale, and a variety of reach-to-landscape scale covariates used to evaluate predictors of rates across the study streams.
DOI: 10.15468/dl.4yumv5
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphydryas editha taylori"
 ]
}

 The dataset includes 252 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006307-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96rb8s
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphydryas editha beani"
 ]
}

 The dataset includes 127 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006309-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9ucw5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microphyes robusta"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006308-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxwf4m
title: Occurrence Download

description: A dataset containing 330329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Roeboides loftini, Brachyrhaphis roswithae, Brachyrhaphis episcopi, Panamius panamensis, Vieja maculicauda, Astyanax ruberrimus, Bryconamericus emperador, Odontostilbe mitoptera, Rhamdia laticauda, Sicydium salvini, Awaous banana, Cichla ocellaris, Oreochromis niloticus, Oreochromis mossambicus, Anchoa chamensis, Gobiosoma hildebrandi, Cerdale prolata, Thunnus albacares, Thunnus albacares macropterus, Scomberomorus sierra, Caranx caninus, Nematistius pectoralis, Lutjanus guttatus, Epinephelus labriformis, Sphyraena ensis, Sphyrna lewini, Carcharhinus falciformis)"
 ]
}

 The dataset includes 330329 records from 632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006265-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18601206
title: DIFFERENTIATION AND INDIVIDUALIZATION OF EDUCATIONAL CONTENT IN PEDAGOGY

description: This article examines the theoretical foundations and practical significance of differentiation and individualization of educational content in pedagogy. The importance of considering students’ individual characteristics, abilities, and learning needs in the modern educational process is substantiated. The relationship between differentiated and individualized approaches and their impact on learning effectiveness are analyzed. The research results demonstrate that applying these approaches contributes to enhancing learners’ cognitive activity, independent thinking, and personal development.
DOI: 10.5281/zenodo.18601205
title: DIFFERENTIATION AND INDIVIDUALIZATION OF EDUCATIONAL CONTENT IN PEDAGOGY

description: This article examines the theoretical foundations and practical significance of differentiation and individualization of educational content in pedagogy. The importance of considering students’ individual characteristics, abilities, and learning needs in the modern educational process is substantiated. The relationship between differentiated and individualized approaches and their impact on learning effectiveness are analyzed. The research results demonstrate that applying these approaches contributes to enhancing learners’ cognitive activity, independent thinking, and personal development.
DOI: 10.5066/f7zk5dp0
title: Water levels at the 0.01 Annual Exceedance Probability at the Glenwood Street and Bybee Boulevard Crossings of Crystal Springs Creek, Portland, Oregon
DOI: 10.15468/dl.e863y7
title: Occurrence Download

description: A dataset containing 907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrimonia pilosa nepalensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 907 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006310-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av94sh
title: Occurrence Download

description: A dataset containing 1783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-83.79084 42.25923,-83.76095 42.23589,-83.68186 42.22572,-83.66271 42.27675,-83.6454 42.32523,-83.73181 42.32307,-83.80917 42.33287,-83.79084 42.25923))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Haliaeetus leucocephalus",
 "Year 2021-2026"
 ]
}

 The dataset includes 1783 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006311-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18601164
title: Experimental data for Witteveen et. al 2026

description: Experimental HEK293T data used for Figure 1.
DOI: 10.5281/zenodo.18601163
title: Experimental data for Witteveen et. al 2026

description: Experimental HEK293T data used for Figure 1.
DOI: 10.25574/cdc.377
title: Chandra X-ray Observatory Chandra Data Collection for request #377

description: Chandra Data Collection for request #377
description: DOI updated to include the publication's DOI on 2026-02-10-13:30:00
DOI: 10.5281/zenodo.18601204
title: ОНТОГЕНЕТИЧЕСКИЕ ИЗМЕНЕНИЯ СЛИЗИСТОЙ ОБОЛОЧКИ И СОЕДИНИТЕЛЬНОТКАННОГО КАРКАСА ПРЯМОЙ КИШКИ У ИНТАКТНЫХ КРОЛИКОВ

description: елью исследования явилось анализ возрастных изменений морфоструктурной организации слизистой оболочки и соединительнотканных элементов прямой кишки у клинически здоровых кроликов в возрасте 3 и 6 месяцев.
DOI: 10.5281/zenodo.18601203
title: ОНТОГЕНЕТИЧЕСКИЕ ИЗМЕНЕНИЯ СЛИЗИСТОЙ ОБОЛОЧКИ И СОЕДИНИТЕЛЬНОТКАННОГО КАРКАСА ПРЯМОЙ КИШКИ У ИНТАКТНЫХ КРОЛИКОВ

description: елью исследования явилось анализ возрастных изменений морфоструктурной организации слизистой оболочки и соединительнотканных элементов прямой кишки у клинически здоровых кроликов в возрасте 3 и 6 месяцев.
DOI: 10.6084/m9.figshare.31307455
title: Quantum simulation of thermalization dynamics of a nonuniform Dicke model

description: source data of 4 figures in the main text for Quantum simulation of thermalization dynamics of a nonuniform Dicke model
DOI: 10.6084/m9.figshare.31307455.v1
title: Quantum simulation of thermalization dynamics of a nonuniform Dicke model

description: source data of 4 figures in the main text for Quantum simulation of thermalization dynamics of a nonuniform Dicke model
DOI: 10.15468/dl.yznwsg
title: Occurrence Download

description: A dataset containing 10290 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey)) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey)) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey)) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey)) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey)) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey)) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '4fa7b334-ce0d-4e88-aaae-2e0c138d049e'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; ''
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey

 The dataset's 10290 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006277-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsadak
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Atriplex bunburyana"
 ]
}

 The dataset includes 167 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006316-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71682/10549375
title: Replication Data for: Multi-Omics Prediction for Yellow Rust in Bread and Durum Wheat Through Conventional and AI-based Frameworks

description: Yellow rust (YR) is a major threat to both bread and durum wheat production. In this study, we evaluated alternatives to visual scoring. We tested the predictability (PA) using genomic and phenomic data for YR severity under multiple prediction scenarios in one biparental bread wheat and one biparental durum wheat population. YR scoring was conducted on two dates, with YR severity visually assessed while a multispectral camera on an unmanned aerial vehicle (UAV) was used to conduct high-throughput phenotyping (HTP). All lines were also genotyped. We tested a diverse set of models, including parametric, machine learning, and deep learning approaches. The results of the analysis are reported in the accompanying article.
DOI: 10.5281/zenodo.18601230
title: DEVELOPMENT OF PROFESSIONAL COMPETENCE OF SPECIALISTS OF EDUCATIONAL INSTITUTIONS

description: The article analytically discusses various approaches to the concept of competence, types of professional pedagogical competence, its structure, and reflects the ways of professional formation of future specialists in the educational process. In addition, a scientific analysis of the problem of professional competence of specialists in educational institutions was carried out by scientists in the field.
DOI: 10.5281/zenodo.18601231
title: DEVELOPMENT OF PROFESSIONAL COMPETENCE OF SPECIALISTS OF EDUCATIONAL INSTITUTIONS

description: The article analytically discusses various approaches to the concept of competence, types of professional pedagogical competence, its structure, and reflects the ways of professional formation of future specialists in the educational process. In addition, a scientific analysis of the problem of professional competence of specialists in educational institutions was carried out by scientists in the field.
DOI: 10.5281/zenodo.18601187
title: Analysis of Pluvial Flood Vulnerability on Scott Air Force Base, Illinois - Meteorological Data

description: RStudio file and summarized rain events (output) for meteorological hazard analysis on Scott AFB, located in southwest Illinois, USA.
DOI: 10.5281/zenodo.18601186
title: Analysis of Pluvial Flood Vulnerability on Scott Air Force Base, Illinois - Meteorological Data

description: RStudio file and summarized rain events (output) for meteorological hazard analysis on Scott AFB, located in southwest Illinois, USA.
DOI: 10.15468/dl.6f2n4r
title: Occurrence Download

description: A dataset containing 4237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium japonicum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4237 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006317-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3tny4
title: Occurrence Download

description: A dataset containing 452798 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Hymenoptera"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 40.49603",
 "DecimalLatitude is less than or equal to 45.01588",
 "DecimalLongitude is greater than or equal to -79.84251",
 "DecimalLongitude is less than or equal to -71.85627",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 452798 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006290-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x9t7v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Terraria haydenii T.J.Hildebr. & Al-Shehbaz"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149410-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf9g8j
title: Occurrence Download

description: A dataset containing 14638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Satureja montana L."
 ]
}

 The dataset includes 14638 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066195-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbze3f
title: Occurrence Download

description: A dataset containing 8818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.24.128_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1992-2022"
 ]
}

 The dataset includes 8818 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164321-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt9nnm
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angostura alipes Kallunki"
 ]
}

 The dataset includes 23 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066288-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpde5r
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum samarkandicum Popov"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149411-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqyw8d
title: Occurrence Download

description: A dataset containing 6763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrocephalus scirpaceus (Hermann, 1804)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria)"
 ]
}

 The dataset includes 6763 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155367-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37xwdw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euklisia elatior Greene"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149415-220831081235567/datasets/export for details.
DOI: 10.15468/dl.tad32r
title: Occurrence Download

description: A dataset containing 98207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is Artportalen (Swedish Species Observation System)",
 "Geometry POLYGON((11.92976 57.71179,11.93085 57.68762,12.00877 57.68791,12.00713 57.71324,11.92976 57.71179))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2000-2022"
 ]
}

 The dataset includes 98207 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvbwtg
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa crystallina Rollins"
 ]
}

 The dataset includes 29 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155371-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5b8jw8
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa coxii (F.Phil. ex Phil) L.E.Navas"
 ]
}

 The dataset includes 45 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155374-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akthy2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euklisia violacea Greene"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149414-220831081235567/datasets/export for details.
DOI: 10.15468/dl.uz7tkb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euklisia bakeri Greene"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149416-220831081235567/datasets/export for details.
DOI: 10.15468/dl.t9p2dj
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corbicula largillierti (R.A.Philippi, 1844)"
 ]
}

 The dataset includes 85 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155387-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8savy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum serpentinicum Polatschek"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149424-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zdzrp
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa columbiae (Suksd. ex B.L.Rob.) Suksd. ex Howell"
 ]
}

 The dataset includes 315 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155375-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.