cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17803494
title: Replication data: Street green space is relevant but not sufficient for adapting to growing urban heat in world cities

description: URGED Input Data Repository

Description

This dataset contains all input data required to replicate the analysis workflow of the URGED (URban mitigation and adaptation strategies Gauging through Empirical functions and Data products) project. The data supports a comprehensive analysis of urban green space (UGS) impacts on heat mitigation across 357 cities globally.

Contents

The repository includes:



Urban Green Space (UGS) data: Point-level Green View Index (GVI) measurements from street-view imagery (2011-2016) for 357 cities worldwide

Local Climate Zone (LCZ) classifications: Urban form typologies (compact, open, lightweight, etc.) at spatial resolution

Climate data: Temperature, humidity, and thermal comfort metrics from URBCLIM and other sources

Geographic data: City boundaries, administrative regions, and coordinate systems from Global Human Settlement Layer (GHSL)

Köppen-Geiger climate classifications: Climate zone assignments for all analyzed cities

Land Surface Temperature (LST): Satellite-derived temperature measurements

Population data: Spatially-explicit population distributions by city and urban form


Scope



Spatial coverage: 357 cities globally across all continents (except Antarctica)

Climate zones: Tropical (A), Dry (B), Temperate (C), and Continental (D) Köppen-Geiger zones

Temporal coverage: Primary UGS data from 2011-2016; climate projections extend to 2100

Resolution: Point-level UGS data; gridded climate data at various resolutions


Related Resources



Code repository: https://github.com/giacfalk/URGED

Analysis scripts: R-based workflow for data processing, statistical analysis, and visualization


Citation

When using this dataset, please cite both the data repository and any associated publications.
DOI: 10.5281/zenodo.17803495
title: Replication data: Street green space is relevant but not sufficient for adapting to growing urban heat in world cities

description: URGED Input Data Repository

Description

This dataset contains all input data required to replicate the analysis workflow of the URGED (URban mitigation and adaptation strategies Gauging through Empirical functions and Data products) project. The data supports a comprehensive analysis of urban green space (UGS) impacts on heat mitigation across 357 cities globally.

Contents

The repository includes:



Urban Green Space (UGS) data: Point-level Green View Index (GVI) measurements from street-view imagery (2011-2016) for 357 cities worldwide

Local Climate Zone (LCZ) classifications: Urban form typologies (compact, open, lightweight, etc.) at spatial resolution

Climate data: Temperature, humidity, and thermal comfort metrics from URBCLIM and other sources

Geographic data: City boundaries, administrative regions, and coordinate systems from Global Human Settlement Layer (GHSL)

Köppen-Geiger climate classifications: Climate zone assignments for all analyzed cities

Land Surface Temperature (LST): Satellite-derived temperature measurements

Population data: Spatially-explicit population distributions by city and urban form


Scope



Spatial coverage: 357 cities globally across all continents (except Antarctica)

Climate zones: Tropical (A), Dry (B), Temperate (C), and Continental (D) Köppen-Geiger zones

Temporal coverage: Primary UGS data from 2011-2016; climate projections extend to 2100

Resolution: Point-level UGS data; gridded climate data at various resolutions


Related Resources



Code repository: https://github.com/giacfalk/URGED

Analysis scripts: R-based workflow for data processing, statistical analysis, and visualization


Citation

When using this dataset, please cite both the data repository and any associated publications.
DOI: 10.5281/zenodo.17238002
title: MUSE observation of 1RXS J052832.5+283824 bow shock

description: MUSE datacube of bow shock associated with 1RXS J052832.5+283824
DOI: 10.5880/gfz.4.4.2020.005
title: Inventory of dams in Germany

description: The inventory of dams in Germany contains information on name, date of construction, the start of operation, state, river, dam height, crest length, lake area, lake volume, purpose of the dam, dam type, building characteristics, and coordinates. The inventory is a zip-file composed of 3 tab-delimited files and 1 shapefile. The shapefile contains all 530 dams with all 15 columns and can be opened with every GIS program. The geographic coordinate system used is WGS 1984. The file 2020-005_Speckhann-et-al_Dams_in_Germany_v.1.0.txt has the same information as the shapefile, i.e. contains 530 dams with the same 15 columns and it is delimitated using tab. The 2020-005_Speckhann-et-al_Abreviation.txt file contains 4 different tables which presents every abbreviation used at the inventory. The abbreviations were used for several applications: dam building characteristics, purpose of the dams, German states, and dam’s type. They were separated in 4 different tables (Building characteristics, Purpose, States and Type). The Building Characteristics are related to the structural formation of the dams, for example embankment dam is listed as “EDD”. All abbreviations regarding the building characteristics of the dam can be visualized at Table 2 at the Data description. The Purpose of the dams was divided into 8 categories: energy production, flood control, recreational use, water supply, industrial and agricultural water supply, fishing, transport and nature protection. At the inventory there are multi-purposes dams and single-purposes dams, i.e. a dam might have more than one purpose. The States in Germany were also abbreviated at the inventory using 2 letters. Due to no observed entries at the inventory for Berlin, Bremen and Hamburg, those states are not shown at Table 4. The types of dams were also abbreviated. 2020-005_Speckhann-et-al_Source_v.1.0.txt contains the name of every dam and the main source used for the obtention of the information. .
DOI: 10.5880/gfz.2.2.2015.001
title: Permanent Magnetotelluric Reference Station Wittstock, Germany

description: Magnetotellurics (MT) is a passive geophysical method which uses natural variations of electromagnetic fields generated by global lightning discharges and ionospheric current systems. Since it is impossible to control these source fields, signal-to-noise ratios can be poor, particularly in presence of cultural electromagnetic noise such as power lines, railways, anti-corrosion currents in gas pipelines, etc. The Remote Reference (RR) technique is an effective way to improve magnetotelluric data quality by referencing the locally recorded electromagnetic fields to simultaneously collected, undisturbed fields at a remote reference site. Finding and maintaining such a reference site during a field campaign is expensive and time consuming. The permanent reference site in Wittstock is operated by the Geo-Electromagnetics working group of the GFZ within the framework of the Geophysical Instrument Pool Potsdam and offers high quality magnetic field recordings for RR processing free of charge for the EM community.A permanent magnetotelluric (MT) remote reference station is located in an urban forest near the city of Wittstock, in north-eastern Germany (Eydam and Muñoz, 2011). It is equipped with two S.P.A.M. Mk IV data loggers and three sets of magnetometers working in different frequency ranges. The highest frequency data is recorded using Metronix MFS07 induction coils with a sampling frequency of 6.25 kHz. The high frequency data is recorded in quasi-continuous segments, with intervals of data being collected for 10 minutes at every hour. The intermediate, broad band magnetic field data are recorded continuously using Metronix MFS06 induction coils at 250 Hz sampling frequency. Finally, long period data is recorded using a 3-component Geomagnet Fluxgate magnetometer with 5 Hz sampling rate. For completeness, electric fields are also recorded continuously at the highest frequency.The data are organized and available as daily folders. Data files are in EMERALD format (Ritter et al., 1998), which is also described in this document. We also provide computer code and example data demonstrating how to read these data files. The tools are provided as FORTRAN, C and C++ source codes and MATLAB scripts.
DOI: 10.5880/fidgeo.2020.046
title: Host Rock Variability Powers the Diversity of Steam-Driven Eruptions

description: Steam-driven eruptions are explosions that frequently occur in volcanic and geothermal areas. They are powered by the sudden release and expansion of steam and liquid water trapped under high pressure within the pore spaces of host rocks. We have experimentally studied how the strength of rock hosting steam and liquid controls the nature of explosions based on examples from Lake Okaro (New Zealand). Specifically, we used experiments to estimate the relative amounts of energy that goes into breaking rock up, versus that required for ejecting particles upwards and outwards. Here we report the main methodological approach and results of petrophysical properties analyses, decompression experiments and estimation of explosivity of water, respectively.
description: Porosity and permeability Here the detailed methods are described for measuring porosity – derived from the pore volume measured with a helium pycnometer – and permeability by using a nitrogen gas permeameter. Decompression experiments Here detailed device and methods are described for decompression experiments including specifics on the shock tube apparatus, as well as on the determination of fragmentation and ejection velocities, and the size distributions of experimentally-fragmented material. Explosivity of gas and water Here are described theoretical basis of reversible and irreversible thermodynamic approaches that were used to estimate of the involved explosive energy for the different experimental conditions.
DOI: 10.15468/dl.ah22un
title: Occurrence Download

description: A dataset containing 9759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamprohiza splendidula"
 ]
}

 The dataset includes 9759 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044178-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vygwcw
title: Occurrence Download

description: A dataset containing 2458969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Switzerland",
 "DatasetKey is Swiss National Butterflies and Forester Moths Databank",
 "OccurrenceStatus is Present",
 "Year 1975-2025"
 ]
}

 The dataset includes 2458969 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044167-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c64p2y
title: Occurrence Download

description: A dataset containing 1544439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fragaria vesca, Frangula rupestris, Galium album, Galium anisophyllon, Galium lucidum, Galium mollugo, Galium rotundifolium, Genista depressa, Gentiana acaulis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1544439 records from 4006 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044136-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242037
title: Crouch, letter, 1994, to National Examining Board members

description: [description english/roman)] Emma F. Crouch (Church of God in Christ), Dallas, Texas, letter, 1994 October 12, to National Examining Board members (Church of God in Christ). Enclosure: List of 1994 Church of God in Christ Department of Women supervisors to appear before Examining board.
DOI: 10.15468/dl.w3x5cx
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trianoptiles solitaria (C.B.Clarke) Levyns"
 ]
}

 The dataset includes 48 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010302-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242833
title: COGIC Youth On A Mission

description: [description english/roman)] Flier for YOAM (Youth on a Mission), Church of God in Christ, Department of Missions, [s.d.].
DOI: 10.15468/dl.usxi0p
title: Occurrence Download

description: A dataset listing the 1384 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves en el municipio de Medina (Cundinamarca) y San Juanito (Meta) - Proyecto Colombia Bio"
 ]
}

 The dataset's 1384 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005281-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242158
title: Lewis, card, [s.d.], to Crouch

description: [description english/roman)] Barbara McCool Lewis, greeting card, [s.d.], to Emma F. Crouch.
DOI: 10.25549/pcra-c14-242897
title: Memorial service program, Willie Edward Lott, sr., 1991

description: [description english/roman)] Memorial service program, Willie Edward Lott, sr., 1991 July 22.
DOI: 10.25549/pcra-c14-242492
title: 19 unidentified girls and women, [s.d.]

description: [description english/roman)] Photograph of 18 unidentified girls and women, [s.d.]. "Emma Bradley" -- stamped on back.
DOI: 10.25549/pcra-c14-242159
title: Lewis, card, [s.d.], to Crouch

description: [description english/roman)] Barbara McCool Lewis, greeting card, [s.d.], to Emma F. Crouch.
DOI: 10.25549/pcra-c14-242451
title: Emma F. Bradley Barron photograph album(s)?, ca.1900-1950

description: [description english/roman)] Emma F. Bradley Barron photograph album(s)?, ca.1900-1950. Includes 117 photographs of various people and places. All are unidentified.
DOI: 10.25549/pcra-c14-18025
title: Minute book no. 13, PMU, AoG GB, OMC, Sept. 1943-1946

description: [description english/roman)] Assemblies of God [AoG] Home Reference Missionary Council minute Book No. 13 including Home Reference Missionary Council annual statement, 61 pages of index followed by 207 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-18023
title: Minute book no. 13, PMU, AoG GB, OMC, Sept. 1943-1946

description: [description english/roman)] Assemblies of God [AoG] Home Reference Missionary Council minute Book No. 13 including Home Reference Missionary Council annual statement, 61 pages of index followed by 207 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-18020
title: Minute book no. 13, PMU, AoG GB, OMC, Sept. 1943-1946

description: [description english/roman)] Assemblies of God [AoG] Home Reference Missionary Council minute Book No. 13 including Home Reference Missionary Council annual statement, 61 pages of index followed by 207 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-18718
title: Minute book no. 14, PMU, AoG GB, HRMC, May 1946 - Mar. 1948

description: [description english/roman)] Assemblies of God [AoG] OMC, Home Reference Missionary Council [HRMC] minute book No. 14 including OMC annual statement, 57 pages of index followed by 203 pages of minutes. All matters relating to AOG OMC council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-18727
title: Minute book no. 14, PMU, AoG GB, HRMC, May 1946 - Mar. 1948

description: [description english/roman)] Assemblies of God [AoG] OMC, Home Reference Missionary Council [HRMC] minute book No. 14 including OMC annual statement, 57 pages of index followed by 203 pages of minutes. All matters relating to AOG OMC council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-16865
title: Minute book no. 7, PMU, AoG GB, HRMC, July 1927 - Dec. 1929

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No.7, including Home Reference Missionary Council annual statement, 32 pages of index followed by 165 pages of minutes relating to missionaries and ends with 2 pages of accounts. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-17074
title: Minute book no. 8, PMU, AoG GB, HRMC, Jan. 1930 - July 1933

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No.8 including Home Reference Missionary Council annual statement, 37 pages of index followed by 203 pages of minutes relating to missionaries and ends with new missionary applications. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.25549/pcra-c14-17111
title: Minute book no. 8, PMU, AoG GB, HRMC, Jan. 1930 - July 1933

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No.8 including Home Reference Missionary Council annual statement, 37 pages of index followed by 203 pages of minutes relating to missionaries and ends with new missionary applications. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.e7vs9z
title: Occurrence Download

description: A dataset listing the 3484480 species recorded in GBIF matching the query:
{ }

 The dataset's 3484480 records were derived from 53692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156041-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtbkkh
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia imitans Maslin"
 ]
}

 The dataset includes 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006725-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc8fyx
title: Occurrence Download

description: A dataset containing 1332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.56435 48.59889,-69.72113 47.36502,-67.11246 48.47044,-66.04163 47.08305,-64.27719 46.02326,-62.87252 45.42835,-61.93359 45.35645,-60.61283 46.20452,-60.59231 46.75706,-57.18353 48.7629,-57.35417 49.6288,-56.01776 51.23715,-55.48607 51.62049,-56.32697 52.21181,-59.70136 51.33841,-60.6213 50.63853,-66.83763 50.53556,-71.56435 48.59889))",
 "HasCoordinate is true",
 "TaxonKey is Cnidaria",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1332 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005050-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yejusy
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marcetia hatschbachii A.B.Martins"
 ]
}

 The dataset includes 43 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170476-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nknito
title: Occurrence Download

description: A dataset containing 3289 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Montanoa Llave & Lex.",
 "TaxonKey is Montanoa Cerv."
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada",
 "Country is Mexico"
 ]
 }
 ]
}

 The dataset includes 3289 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043916-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk72tw
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 5.91528285095032",
 "DecimalLongitude is less than 5.91834240413471",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 69 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000973-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywxpga
title: Occurrence Download

description: A dataset containing 2228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zygnema C.Agardh, 1816"
 ]
}

 The dataset includes 2228 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007611-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zci99p
title: Occurrence Download

description: A dataset containing 1621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum lycocarpum A.St.-Hil."
 ]
}

 The dataset includes 1621 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043917-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mtgks
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia ingrata Benth."
 ]
}

 The dataset includes 125 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006776-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhlzgm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrornis gurneyi (Hume, 1875)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005051-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.