cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17213292
title: Exploring Nutrition and Health Outcomes of Biofortification in LMICs: A Scoping Review of Interventions Targeting Micronutrient Deficiencies

description: Hidden hunger, underpinned by widespread micronutrient deficiencies, remains a pressing public health concern in Low- and Middle-Income Countries (LMICs). This review maps existing biofortification interventions in LMICs and their reported outcomes, whilst critically evaluating which approaches demonstrate measurable improvements in nutritional and health status. It further considers the feasibility of different biofortification strategies, with the aim of informing future implementation and research priorities to mitigate hidden hunger in LMIC contexts. The scoping review was conducted in accordance with the PRISMA-ScR guidelines. Literature search were conducted from five databases included Scopus, Pubmed, Taylor & Francis, Google Scholar and ProQuest. Relevant studies were identified through structured database searches employing Boolean operators, and the synthesis focused on intervention types, measurement methods, and reported nutrition and health outcomes. In total, 42 studies published between 2006 and 2025 were included, spanning 22 LMICs across Africa, Asia, and Latin America. The interventions predominantly centred on the biofortification of staple crops such as maize, rice, cassava, sweet potato, and legumes, with evidence indicating improvements in dietary adequacy and micronutrient status, although data on long-term health effects and cost-effectiveness remain limited. This study highlight turning points for biofortified strategies for alleviating hidden hunger in LMICs through; (1) optimize the nutrients in food matrix and develop processing strategies to enhance the bioavailability of biofortified intervention, (2) Strenghthening farmers community by providing counseling and education how to conduct and ensure the sustainability of programs, and (3) Conduct the dietary intake assessment for assessing nutritional status to measure the effectiveness of programs.
DOI: 10.15468/dl.2mctzw
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylocereus undatus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022875-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b78z5p
title: Occurrence Download

description: A dataset containing 28647 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is IndOBIS, Indian Ocean Node of OBIS"
 ]
}

 The dataset includes 28647 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022876-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezmz23
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesbania sesban",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022878-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfbfza
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesbania sesban",
 "Country is Mauritania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022879-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzyrec
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesbania sesban",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022877-250920141307145/datasets/export for details.
DOI: 10.15468/dl.93x6eu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nopalea cochenillifera",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022880-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4vr46
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesbania sesban",
 "Country is Qatar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022882-250920141307145/datasets/export for details.
DOI: 10.15468/dl.7md6tn
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022881-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxsmrr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesbania sesban",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022883-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbunr5
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia dillenii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 166 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022884-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2blfs5
title: CCDC 2162677: Experimental Crystal Structure Determination

description: Related Article: Simon Kahmann, Zehua Chen, Oleh Hordiichuk, Olga Nazarenko, Shuyan Shao, Maksym V. Kovalenko, Graeme R. Blake, Shuxia Tao, Maria A. Loi|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.84guev
title: Occurrence Download

description: A dataset containing 64645163 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 64645163 records from 3414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022532-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.14974
title: Chandra X-ray Observatory ObsId 14974

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.6dh5rf
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucidium hoskinsii Brewster, 1888"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051442-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4bsmf
title: Occurrence Download

description: A dataset containing 1020 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum stellatum Flüggé"
 ]
}

 The dataset includes 1020 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007738-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.17056
title: Chandra X-ray Observatory ObsId 17056

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.mfxbcc
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-233.96924 1.45004,-234.21533 2.32846,-239.91064 2.57433,-242.33643 -2.97815,-240.68408 -7.00494,-236.04346 -5.92204,-236.35986 -2.17038,-233.96924 1.45004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tarsiidae"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016128-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11512
title: Chandra X-ray Observatory ObsId 11512

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.pbme7k
title: Occurrence Download

description: A dataset containing 1371887 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Insecta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1371887 records from 820 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007738-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr6rwq
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panulirus inflatus (Bouvier, 1895)"
 ]
}

 The dataset includes 142 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004049-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11513
title: Chandra X-ray Observatory ObsId 11513

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.rdo2zd
title: Occurrence Download

description: A dataset containing 722992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Namibia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 722992 records from 431 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023013-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11514
title: Chandra X-ray Observatory ObsId 11514

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.11515
title: Chandra X-ray Observatory ObsId 11515

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.49chcx
title: Occurrence Download

description: A dataset containing 6512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alosa aestivalis (Mitchill, 1814)"
 ]
}

 The dataset includes 6512 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066294-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqdxmt
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuprella antiatlantica (Emb. & Maire) Salmerón-Sánchez, Mota & Fuertes"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035814-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11516
title: Chandra X-ray Observatory ObsId 11516

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.7sfegw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parathelypteris petelotii (Ching) Ching"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052001-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11517
title: Chandra X-ray Observatory ObsId 11517

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.mxet6s
title: Occurrence Download

description: A dataset containing 2259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Declieuxia fruticosa (Willd.) Kuntze"
 ]
}

 The dataset includes 2259 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069291-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meg6b8
title: Occurrence Download

description: A dataset containing 1616503 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 1616503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216687-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkcjga
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonolobus antennatus Schltr."
 ]
}

 The dataset includes 63 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231998-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se8nf8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elasmucha nipponica (Esaki & Ishihara, 1950)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216705-220831081235567/datasets/export for details.
DOI: 10.15468/dl.uxm4bk
title: Occurrence Download

description: A dataset containing 176263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus petraea (Matt.) Liebl.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year 1990-2020"
 ]
}

 The dataset includes 176263 records from 981 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231976-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nkkej
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colon itoi Hisamatsu, 1985",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222116-220831081235567/datasets/export for details.
DOI: 10.15468/dl.5gwxkn
title: Occurrence Download

description: A dataset containing 13328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Platalea minor Temminck & Schlegel, 1849"
 ]
}

 The dataset includes 13328 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222168-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u25x4b
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium condylodes Brenner"
 ]
}

 The dataset includes 293 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245944-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8hv7v
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-3049.0",
 "Geometry POLYGON((21.32721 48.03632,21.44026 48.03544,21.50121 48.12328,21.4632 48.24159,21.33923 48.30267,21.1702 48.27659,21.08492 48.17459,21.10706 48.06466,21.32721 48.03632))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 977 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216644-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfmsk6
title: Occurrence Download

description: A dataset containing 45817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Month is one of (March, April, May, June, July, August, September, October)",
 "Year 2023-2023"
 ]
}

 The dataset includes 45817 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245954-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3aawf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pamphilius gracilis",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216646-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncb9p4
title: Occurrence Download

description: A dataset containing 11753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Wasmannia auropunctata (Roger, 1863)"
 ]
}

 The dataset includes 11753 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257726-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z29gbb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zeugophora unifasciata (Jacoby, 1885)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216645-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djd73f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araneus borealis Tanikawa, 2001",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216679-220831081235567/datasets/export for details.
DOI: 10.15468/dl.pbvnpy
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidosperma angustatum R.Br."
 ]
}

 The dataset includes 650 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007889-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.