cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60719/aphrc-2025-038
title: External Evaluation of the In Their Hands Programme (Kenya)., Round 1

description: Adolescent girls in Kenya are disproportionately affected by early and unintended pregnancies, unsafe abortion and HIV infection. The In Their Hands (ITH) programme in Kenya aims to increase adolescents' use of high-quality sexual and reproductive health (SRH) services through targeted interventions. ITH Programme aims to promote use of contraception and testing for sexually transmitted infections (STIs) including HIV or pregnancy, for sexually active adolescent girls, 2) provide information, products and services on the adolescent girl's terms; and 3) promote communities support for girls and boys to access SRH services.

Objectives:
The objectives of the evaluation are to assess: a) to what extent and how the new Adolescent Reproductive Health (ARH) partnership model and integrated system of delivery is working to meet its intended objectives and the needs of adolescents; b) adolescent user experiences across key quality dimensions and outcomes; c) how ITH programme has influenced adolescent voice, decision-making autonomy, power dynamics and provider accountability; d) how community support for adolescent reproductive and sexual health initiatives has changed as a result of this programme.

Methodology
ITH programme is being implemented in two phases, a formative planning and experimentation in the first year from April 2017 to March 2018, and a national roll out and implementation from April 2018 to March 2020. This second phase is informed by an Annual Programme Review and thorough benchmarking and assessment which informed critical changes to performance and capacity so that ITH is fit for scale. It is expected that ITH will cover approximately 250,000 adolescent girls aged 15-19 in Kenya by April 2020. The programme is implemented by a consortium of Marie Stopes Kenya (MSK), Well Told Story, and Triggerise. ITH's key implementation strategies seek to increase adolescent motivation for service use, create a user-defined ecosystem and platform to provide girls with a network of accessible subsidized and discreet SRH services; and launch and sustain a national discourse campaign around adolescent sexuality and rights. The 3-year study will employ a mixed-methods approach with multiple data sources including secondary data, and qualitative and quantitative primary data with various stakeholders to explore their perceptions and attitudes towards adolescents SRH services. Quantitative data analysis will be done using STATA to provide descriptive statistics and statistical associations / correlations on key variables. All qualitative data will be analyzed using NVIVO software.
DOI: 10.5281/zenodo.17472137
title: ADHD
DOI: 10.5281/zenodo.17472138
title: ADHD
DOI: 10.5522/04/30416461
title: Pharokka output (genbank format) for KL16 prophages

description: Genbank format files from Pharokka analysis of the identified prophages in KL16 KPSC QECH strains. The first three letters correspond to the unique last three letters of the nine KL16 KPSC strains in the analysis, followed by the contig in which the prophage sequence was identified, and its number/ID.
DOI: 10.5522/04/30416461.v1
title: Pharokka output (genbank format) for KL16 prophages

description: Genbank format files from Pharokka analysis of the identified prophages in KL16 KPSC QECH strains. The first three letters correspond to the unique last three letters of the nine KL16 KPSC strains in the analysis, followed by the contig in which the prophage sequence was identified, and its number/ID.
DOI: 10.15468/dl.2swb3b
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arnebia guttata"
 ]
}

 The dataset includes 222 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006114-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16416284
title: Data and code for "Vertical root distribution underpins belowground resistance to extreme drought"

description: Extreme droughts are becoming more frequent and strongly affect ecosystem primary productivity. However, the effects of drought on belowground productivity—key to the carbon cycle—remain underexplored and may vary with precipitation levels and soil depth. Using a coordinated drought experiment across six grassland sites spanning a precipitation gradient in Eurasia, we found that extreme drought did not affect root biomass or belowground net primary productivity (BNPP) across the 0-20 cm soil profile. However, drought induced a depth-specific shift: in xeric grasslands, root biomass and BNPP increased in the 0-10 cm layer but declined in the 10-20 cm layer, whereas mesic grasslands exhibited the opposite pattern. These contrasting responses were largely regulated by changes in soil moisture with depth. Consequently, the overall resistance of belowground productivity to extreme drought reflects a vertical redistribution of root growth. Incorporating such depth-dependent root responses into carbon cycle models is essential for improving predictions of ecosystem carbon dynamics under intensifying climate extremes.
DOI: 10.5281/zenodo.16416285
title: Data and code for "Vertical root distribution underpins belowground resistance to extreme drought"

description: Extreme droughts are becoming more frequent and strongly affect ecosystem primary productivity. However, the effects of drought on belowground productivity—key to the carbon cycle—remain underexplored and may vary with precipitation levels and soil depth. Using a coordinated drought experiment across six grassland sites spanning a precipitation gradient in Eurasia, we found that extreme drought did not affect root biomass or belowground net primary productivity (BNPP) across the 0-20 cm soil profile. However, drought induced a depth-specific shift: in xeric grasslands, root biomass and BNPP increased in the 0-10 cm layer but declined in the 10-20 cm layer, whereas mesic grasslands exhibited the opposite pattern. These contrasting responses were largely regulated by changes in soil moisture with depth. Consequently, the overall resistance of belowground productivity to extreme drought reflects a vertical redistribution of root growth. Incorporating such depth-dependent root responses into carbon cycle models is essential for improving predictions of ecosystem carbon dynamics under intensifying climate extremes.
DOI: 10.5281/zenodo.17471819
title: Deconstructing methodological uncertainties in urban tree carbon inversion: A benchmark-based analysis using municipal tree-level inventories

description: The data file is in “.tif" format

Spatial extent: The city of Washington, D.C.

Pixel size: 10 m, 20 m, 30 m

Projection information: EPSG: 26985

CropType: Carbon Density.

Year: 2020

Unit of carbon stocks: kg/m2
DOI: 10.5281/zenodo.17471820
title: Deconstructing methodological uncertainties in urban tree carbon inversion: A benchmark-based analysis using municipal tree-level inventories

description: The data file is in “.tif" format

Spatial extent: The city of Washington, D.C.

Pixel size: 10 m, 20 m, 30 m

Projection information: EPSG: 26985

CropType: Carbon Density.

Year: 2020

Unit of carbon stocks: kg/m2
DOI: 10.5281/zenodo.16608763
title: test
DOI: 10.5281/zenodo.17465099
title: Field data collection in a vineyard experiment with cover crop and tillage during 2024

description: This dataset correponds to physiological measurements conducted in a vineyard trial with different treatments including cover crop and tillage, as well as full and deficit irrigation. Measurements include stem water potential, leaf gas exchanges, harvest and also soil water content measured with neutron probe.
DOI: 10.5281/zenodo.17472134
title: Field data collection in a vineyard experiment with cover crop and tillage during 2024

description: This dataset correponds to physiological measurements conducted in a vineyard trial with different treatments including cover crop and tillage, as well as full and deficit irrigation. Measurements include stem water potential, leaf gas exchanges, harvest and also soil water content measured with neutron probe.
DOI: 10.15468/dl.tk9exw
title: Occurrence Download

description: A dataset containing 827101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula pendula",
 "HasCoordinate is true"
 ]
}

 The dataset includes 827101 records from 2853 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006104-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/b7ss-kd34
title: fluentFluid

description: The rapid diffusion and steep concentration gradients of ship exhaust plumes create substantial challenges in velocity field estimation and quantification. To address this limitation, this study develops FluentFluid, the first large-scale optical flow dataset specifically designed for plume motion analysis, as a standardized training benchmark. A novel deep optical flow network architecture guided by grayscale attention mechanisms is proposed. The architecture adopts a dual enhancement strategy through Effective Grayscale Pixels (EGPs) and Grayscale Attention Weights. This design enables targeted focus on regions with strong gas concentration gradients. Building upon the EGP concept, we introduce the Grayscale Endpoint Error metric and establish a unified evaluation framework for ship exhaust plume monitoring. Experimental results show that the grayscale attention-enhanced RAFT_GA model achieves 13.6% higher optical flow prediction accuracy in EGP regions compared with baseline models, with 74.14% improvement over conventional approaches. Field validation demonstrates 87.45% phase accuracy in real-world scenarios, confirming the attention mechanism’s effectiveness in gas motion field prediction. The proposed framework provides critical insights for motion analysis in ultraviolet/infrared spectral domains, particularly under nighttime or high-luminance conditions.
DOI: 10.15468/dl.38fsxb
title: Occurrence Download

description: A dataset containing 6690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erophila verna subsp. verna"
 ]
}

 The dataset includes 6690 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046250-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rcovy
title: Occurrence Download

description: A dataset containing 13588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Solanum tuberosum L."
 ]
}

 The dataset includes 13588 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012232-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2djdqt
title: Occurrence Download

description: A dataset containing 8949 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conotrachelus Dejean & P.F.M.A., 1835"
 ]
}

 The dataset includes 8949 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032698-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emwjpb
title: Occurrence Download

description: A dataset containing 143657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-116.79634 31.65572,-116.50932 31.65572,-116.50932 31.90438,-116.79634 31.90438,-116.79634 31.65572))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 143657 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229150-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvrbdt
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coleção de Nematomorpha do Museu Nacional - UFRJ"
 ]
}

 The dataset includes 46 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012232-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsarb9
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-100.0",
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vipera latastei Bosca, 1878",
 "Year 2000-2021"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265931-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5p4h8
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71.19141 4.24999,100.72266 4.24999,100.72266 38.84997,71.19141 38.84997,71.19141 4.24999))",
 "HasGeospatialIssue is false",
 "TaxonKey is Cynodon Rich."
 ]
}

 The dataset includes 316 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000060-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m65hsw
title: Occurrence Download

description: A dataset listing the 807 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Month is April",
 "OccurrenceStatus is Present",
 "Year 2022-2022"
 ]
}

 The dataset's 807 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050224-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgeh8q
title: Occurrence Download

description: A dataset containing 4129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Vaccinium uliginosum L."
 ]
}

 The dataset includes 4129 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259893-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lnbqtu
title: Occurrence Download

description: A dataset containing 29900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29900 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012232-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycgaxe
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema spinosum Bornm."
 ]
}

 The dataset includes 55 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000063-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a792zb
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius degener Wiens, 1993"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230950-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajwqjk
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coussarea capitata (Benth.) Müll.Arg."
 ]
}

 The dataset includes 96 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012232-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pct9e9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium efogiense Ormerod"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016728-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fszqb8
title: Occurrence Download

description: A dataset containing 128694 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calypte costae (Bourcier, 1839)"
 ]
}

 The dataset includes 128694 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270087-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s787qm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Données ONF faune-flore-fonge",
 "TaxonKey is Discoglossus montalentii Lanza, Nascetti, Capula & Bullini, 1984"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012233-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt3dzk
title: Occurrence Download

description: A dataset containing 4675 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euploea mulciber (Cramer, 1777)"
 ]
}

 The dataset includes 4675 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021057-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83r5fj
title: Occurrence Download

description: A dataset containing 11032 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phalacrocorax gaimardi (Lesson & Garnot, 1828)"
 ]
}

 The dataset includes 11032 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277011-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9meqed
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coussarea coffeoides Müll.Arg."
 ]
}

 The dataset includes 18 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012233-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9hawe
title: Occurrence Download

description: A dataset containing 42329 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is Colección de Entomología del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-E)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Biodiversidad asociada al plan de manejo ambiental del embalse de Tominé, Cundinamarca",
 "DatasetKey is ICN - Universidad Nacional de Colombia",
 "DatasetKey is Tropicos MO Specimen Data"
 ]
 },
 "Geometry POLYGON((-75.01245 2.40073,-69.96753 2.40073,-69.96753 9.90659,-75.01245 9.90659,-75.01245 2.40073))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 42329 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194684-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vc9xma
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Buxus rivularis Merr."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240047-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2gg2x
title: Occurrence Download

description: A dataset listing the 3305361 species recorded in GBIF matching the query:
{ }

 The dataset's 3305361 records were derived from 37039 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324473-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6mdp5
title: Occurrence Download

description: A dataset containing 3044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Anser cygnoides (Linnaeus, 1758)",
 "Year 2023-2023"
 ]
}

 The dataset includes 3044 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055724-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14591862
title: Debris Flow Activity in the Southern Carpathians: Regional Chronology and Hydrometeorological Drivers - research data

description: Original Data Used for the Research:





IMERG_all file: Raw hourly precipitation data from the IMERG v7 data repository (1998–2023) for the locations studied in the debris-flow research, analyzed for duration and intensity.




UERRA_1961_2019: Raw precipitation data from the Copernicus Climate Data Store for the research locations, with precipitation variables calculated for the study.




Reference Chronologies: Raw measured data from individual reference trees at the selected study sites.