cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25375/uct.25966402
title: High-high cluster and high-low outlier road intersections for road traffic crashes within the CoCT in 2017, 2018, 2019 and 2021

description: This dataset offers a detailed inventory of road intersections and their corresponding suburbs within Cape Town, meticulously curated to highlight instances of high crash counts observed in "high-high" cluster and "high-low" outlier fishnet grid cells across the years 2017, 2018, 2019, and 2021. To enhance its utility, the dataset meticulously colour-codes each month associated with elevated crash occurrences, providing a nuanced perspective. Furthermore, the dataset categorises road intersections based on their placement within "high-high" clusters (marked with pink tabs) or "high-low" outlier cells (indicated by red tabs). For ease of navigation, the intersections are further organised alphabetically by suburb name, ensuring accessibility and clarity.Data SpecificsData Type: Geospatial-temporal categorical data with numeric attributesFile Format: Word document (.docx)Size: 602 KBNumber of Files: The dataset contains a total of 625 road intersection records (606 "high-high" cluster and 19 "high-low" outliers)Date Created: 21st May 2024MethodologyData Collection Method: The descriptive road traffic crash data per crash victim involved in the crashes was obtained from the City of Cape Town Network InformationSoftware: ArcGIS Pro, Open Refine, Python, SQLProcessing Steps: The raw road traffic crash data underwent a comprehensive refining process using Python software. Following this, duplicate crash records were eliminated to retain only one entry per crash. Subsequently, the data underwent further refinement with Open Refine software, focusing specifically on isolating unique crash descriptions for subsequent geocoding in ArcGIS Pro. Notably, during this process, only the road intersection crashes were retained, as they were the only crashes that were able to be spatially defined.Once geocoded, the road traffic crash data underwent rigorous spatio-temporal analyses, encompassing spatial autocorrelation, hotspot analysis, and cluster and outlier analysis. Leveraging these methods, road intersections identified as either "high-high" clusters or "high-low" outliers were extracted for inclusion in the dataset.Geospatial InformationSpatial Coverage:West Bounding Coordinate: 18°20'EEast Bounding Coordinate: 19°05'ENorth Bounding Coordinate: 33°25'SSouth Bounding Coordinate: 34°25'SCoordinate System: South African Reference System (Lo19) using the Universal Transverse Mercator projectionTemporal InformationTemporal Coverage:Start Date: 01/01/2017End Date: 31/12/2021 (2020 data omitted)<br><br><br><br>
DOI: 10.25375/uct.25966402.v1
title: High-high cluster and high-low outlier road intersections for road traffic crashes within the CoCT in 2017, 2018, 2019 and 2021

description: This dataset offers a detailed inventory of road intersections and their corresponding suburbs within Cape Town, meticulously curated to highlight instances of high crash counts observed in "high-high" cluster and "high-low" outlier fishnet grid cells across the years 2017, 2018, 2019, and 2021. To enhance its utility, the dataset meticulously colour-codes each month associated with elevated crash occurrences, providing a nuanced perspective. Furthermore, the dataset categorises road intersections based on their placement within "high-high" clusters (marked with pink tabs) or "high-low" outlier cells (indicated by red tabs). For ease of navigation, the intersections are further organised alphabetically by suburb name, ensuring accessibility and clarity.Data SpecificsData Type: Geospatial-temporal categorical data with numeric attributesFile Format: Word document (.docx)Size: 602 KBNumber of Files: The dataset contains a total of 625 road intersection records (606 "high-high" cluster and 19 "high-low" outliers)Date Created: 21st May 2024MethodologyData Collection Method: The descriptive road traffic crash data per crash victim involved in the crashes was obtained from the City of Cape Town Network InformationSoftware: ArcGIS Pro, Open Refine, Python, SQLProcessing Steps: The raw road traffic crash data underwent a comprehensive refining process using Python software. Following this, duplicate crash records were eliminated to retain only one entry per crash. Subsequently, the data underwent further refinement with Open Refine software, focusing specifically on isolating unique crash descriptions for subsequent geocoding in ArcGIS Pro. Notably, during this process, only the road intersection crashes were retained, as they were the only crashes that were able to be spatially defined.Once geocoded, the road traffic crash data underwent rigorous spatio-temporal analyses, encompassing spatial autocorrelation, hotspot analysis, and cluster and outlier analysis. Leveraging these methods, road intersections identified as either "high-high" clusters or "high-low" outliers were extracted for inclusion in the dataset.Geospatial InformationSpatial Coverage:West Bounding Coordinate: 18°20'EEast Bounding Coordinate: 19°05'ENorth Bounding Coordinate: 33°25'SSouth Bounding Coordinate: 34°25'SCoordinate System: South African Reference System (Lo19) using the Universal Transverse Mercator projectionTemporal InformationTemporal Coverage:Start Date: 01/01/2017End Date: 31/12/2021 (2020 data omitted)<br><br><br><br>
DOI: 10.15468/dl.fpbnft
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Brunei Darussalam",
 "Country is Cambodia",
 "Country is Indonesia",
 "Country is Lao People’s Democratic Republic",
 "Country is Malaysia",
 "Country is Myanmar",
 "Country is Philippines",
 "Country is Singapore",
 "Country is Thailand",
 "Country is Viet Nam"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia stricta (Haw.) Haw."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156962-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110874932
title: Persepolis Fortification Elamite Tablet 0495, PF-NN 0495

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0495 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on right edge, obverse, reverse and bottom edge toward right edge. Seal impression on left edge. ❧ [Physical Object Note:] Minor chipping on obverse toward round edge and reverse.
DOI: 10.25549/inscriptifact-ouc110874937
title: Persepolis Fortification Elamite Tablet 0495, PF-NN 0495

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0495 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on right edge, obverse, reverse and bottom edge toward right edge. Seal impression on left edge. ❧ [Physical Object Note:] Minor chipping on obverse toward round edge and reverse.
DOI: 10.15468/dl.hh9k8z
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blattella germanica (Linnaeus, 1767)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156964-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110874242
title: Persepolis Fortification Anepigraphic Tablet 0417.207, PFAnep 0417.207

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.207, PFUT 0417-207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions of left edge? obverse, ❧ [Physical Object Note:] Major cracks on bottom edge, obverse, reverse, upper edge. Small cracks on left edge. Reverse has additional damage.
DOI: 10.25549/inscriptifact-ouc110874249
title: Persepolis Fortification Anepigraphic Tablet 0417.207, PFAnep 0417.207

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.207, PFUT 0417-207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions of left edge? obverse, ❧ [Physical Object Note:] Major cracks on bottom edge, obverse, reverse, upper edge. Small cracks on left edge. Reverse has additional damage.
DOI: 10.15468/dl.5daphw
title: Occurrence Download

description: A dataset containing 23580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "DatasetKey is CAS Botany (BOT)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 23580 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150008-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110874253
title: Persepolis Fortification Anepigraphic Tablet 0417.207, PFAnep 0417.207

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.207, PFUT 0417-207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions of left edge? obverse, ❧ [Physical Object Note:] Major cracks on bottom edge, obverse, reverse, upper edge. Small cracks on left edge. Reverse has additional damage.
DOI: 10.25549/inscriptifact-ouc110874262
title: Persepolis Fortification Anepigraphic Tablet 0417.207, PFAnep 0417.207

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.207, PFUT 0417-207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions of left edge? obverse, ❧ [Physical Object Note:] Major cracks on bottom edge, obverse, reverse, upper edge. Small cracks on left edge. Reverse has additional damage.
DOI: 10.15468/dl.5dcxs8
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deois flavopicta (Stål, 1854)"
 ]
}

 The dataset includes 130 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142498-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110873775
title: Persepolis Fortification Anepigraphic Tablet 0417.205, PFAnep 0417.205

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.205, PFUT 0417-205 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right side of tablet broken. Obverse damaged.
DOI: 10.15468/dl.r4s5hm
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Merops breweri (Cassin, 1859)"
 ]
}

 The dataset includes 197 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189270-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110873778
title: Persepolis Fortification Anepigraphic Tablet 0417.205, PFAnep 0417.205

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.205, PFUT 0417-205 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right side of tablet broken. Obverse damaged.
DOI: 10.25549/inscriptifact-ouc110873788
title: Persepolis Fortification Anepigraphic Tablet 0417.205, PFAnep 0417.205

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.205, PFUT 0417-205 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right side of tablet broken. Obverse damaged.
DOI: 10.25549/inscriptifact-ouc111107477
title: Samaria-Sebaste Sherd Qh1168-3711, HUJI Qh1168-3711

description: [Text Description:] Incised Ostracon/Jar Inscription from Samaria-Sebaste ❧ [Text or Publication Number Note:] HUJI Qh1168-3711 ❧ [Excavation Description:] Found between 1931-1935 during Samaria Joint Expedition ❧ [Medium:] Clay ❧ [Script Note:] Hebrew? ❧ [Physical Object Description:] Incised clay fragment ❧ [Physical Object Note:] Pottery
DOI: 10.15468/dl.rjgpqt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((113.05767 -32.67383,138.94233 -32.67383,138.94233 -22.32617,113.05767 -22.32617,113.05767 -32.67383))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leifiporia Y.C.Dai, F.Wu & C.L.Zhao, 2016"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426565-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110873792
title: Persepolis Fortification Anepigraphic Tablet 0417.205, PFAnep 0417.205

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.205, PFUT 0417-205 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right side of tablet broken. Obverse damaged.
DOI: 10.15468/dl.phnwjm
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaphocaulus Peterson, Atyeo & Moss, 1980"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0425999-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110875952
title: Persepolis Fortification Elamite Tablet 0502, PF-NN 0502

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF-NN 0502 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impressions on on left edge, right edge. ❧ [Physical Object Note:] Damage or cracks on bottom edge, left edge, obverse, right edge and reverse.
DOI: 10.25549/inscriptifact-ouc110875954
title: Persepolis Fortification Elamite Tablet 0502, PF-NN 0502

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF-NN 0502 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impressions on on left edge, right edge. ❧ [Physical Object Note:] Damage or cracks on bottom edge, left edge, obverse, right edge and reverse.
DOI: 10.15468/dl.dabbmk
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anacyclus maroccanus (Ball) Ball"
 ]
}

 The dataset includes 108 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150016-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25825/fk2/smltq0
title: Harmonized Household Health Surveys, HHHS 2012, Iraq

description: Iraq is considered a leader in household expenditure and income surveys where the first was conducted in 1946 followed by surveys in 1954 and 1961. After the establishment of Central Statistical Organization, household expenditure and income surveys were carried out every 3-5 years in (1971/ 1972, 1976, 1979, 1984/ 1985, 1988, 1993, 2002 / 2007). Implementing the cooperation between CSO and WB, Central Statistical Organization (CSO) and Kurdistan Region Statistics Office (KRSO) launched fieldwork on IHSES on 1/1/2012. The survey was carried out over a full year covering all governorates including those in Kurdistan Region. The survey has six main objectives. These objectives are: 1. Provide data for poverty analysis and measurement and monitor, evaluate and update the implementation Poverty Reduction National Strategy issued in 2009. 2. Provide comprehensive data system to assess household social and economic conditions and prepare the indicators related to the human development. 3. Provide data that meet the needs and requirements of national accounts. 4. Provide detailed indicators on consumption expenditure that serve making decision related to production, consumption, export and import. 5. Provide detailed indicators on the sources of households and individuals income. 6. Provide data necessary for formulation of a new consumer price index number. The raw survey data provided by the Statistical Office were then harmonized by the Economic Research Forum, to create a comparable version with the 2006/2007 Household Socio Economic Survey in Iraq. Harmonization at this stage only included unifying variables' names, labels and some definitions. See: Iraq 2007 & 2012- Variables Mapping & Availability Matrix.pdf provided in the external resources for further information on the mapping of the original variables on the harmonized ones, in addition to more indications on the variables' availability in both survey years and relevant comments. The data may be accessed through the ERF Data Portal: http://www.erfdataportal.com/index.php/catalog/110
DOI: 10.25549/inscriptifact-ouc110874263
title: Persepolis Fortification Anepigraphic Tablet 0417.207, PFAnep 0417.207

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.207, PFUT 0417-207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions of left edge? obverse, ❧ [Physical Object Note:] Major cracks on bottom edge, obverse, reverse, upper edge. Small cracks on left edge. Reverse has additional damage.
DOI: 10.15468/dl.veb4au
title: Occurrence Download

description: A dataset containing 16491 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Merops albicollis Vieillot, 1817"
 ]
}

 The dataset includes 16491 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189271-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110874268
title: Persepolis Fortification Anepigraphic Tablet 0417.207, PFAnep 0417.207

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0417.207, PFUT 0417-207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions of left edge? obverse, ❧ [Physical Object Note:] Major cracks on bottom edge, obverse, reverse, upper edge. Small cracks on left edge. Reverse has additional damage.