cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.83j8ye
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "DatasetKey is one of (Fortalecimiento de las colecciones de ECOSUR. Primera fase (Herpetológica Chetumal), SDNHM Herpetology Collection, UTA Reptiles, TNHC Herpetology Collection, Fortalecimiento de las colecciones de ECOSUR. Primera fase (Herpetológica San cristóbal), Computarización de las colecciones de vertebrados terrestres de la Escuela Nacional de Ciencias Biológicas, IPN Fase 4 (Anfibios y reptiles), Actualización de la base de datos de la colección nacional de anfibios y reptiles (CNAR), Apoyo a las colecciones biológicas de la Facultad de Ciencias de la UNAM: Fase 1 (MZFC_HE), Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), Apoyo a las colecciones biológicas de la Facultad de Ciencias de la UNAM: Fase 1 (Herpetológica))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Crotalus simus Latreille, 1801, Crotalus mictlantecuhtli Carbajal-Márquez, Cedeño-Vázquez, Martínez-Arce, Neri-Castro & Machkour-M'Rabet, 2020)"
 ]
}

 The dataset includes 65 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013481-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13742095
title: Dataset and code for submission of paper ID 415 to FSE 2025

description: This dataset contains the code and dataset that we used for the evaluation of our proposed framework.
DOI: 10.5281/zenodo.13742096
title: Dataset and code for submission of paper ID 415 to FSE 2025

description: This dataset contains the code and dataset that we used for the evaluation of our proposed framework.
DOI: 10.5258/soton/d3207
title: Dataset supporting the thesis '"I feel like I can be me again" : Schoolchildren's experiences of a dance movement psychotherapy programme.

description: This dataset contains interview transcript data related to the University of Southampton thesis, '"I feel like I can be me again" : Schoolchildren's experiences of a dance movement psychotherapy programme". All names have been changed in the transcript. 
University of Southampton Ethics: ERGO no. 80151
DOI: 10.15468/dl.yqjefn
title: Occurrence Download

description: A dataset containing 2912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is iNaturalist Research-grade Observations",
 "LifeStage is Adult",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Limoniidae, Anisopodidae, Tipulidae, Chironomidae)"
 ]
}

 The dataset includes 2912 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013482-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67da45
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZAF.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaerotherium Brandt, 1833"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013483-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2ydyu
title: Occurrence Download

description: A dataset listing the 15 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.84717 43.31945,-4.84718 43.31573,-4.84702 43.31533,-4.84588 43.31524,-4.84469 43.32089,-4.84702 43.32095,-4.84717 43.31945))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 15 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013476-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13754376
title: The suitability score of BESS locations in Yau Tsim Mong, Hong Kong

description: Climate change and extreme weather events are imposing threats to city power systems with regional power shortages. To enhance urban power system’s resilience amid climate change, photovoltaic (PV) and battery energy storage systems (BESS) are crucial for maintaining self-sufficient power during outages. However, the optimal installation location and capacity sizing and allocation of BESS remain uncertain when considering multi-criteria, including safety, energy flexibility, accessibility and energy resilience. This study proposes a new approach, i.e., Geographic Information System (GIS) integrated with Multi-Criteria Decision-Making (MCDM) approach, to identify optimal installation locations and capacity allocation of BESS. This approach comprehensively considers geographical conditions (such as slope, land use, open space), safety, energy flexibility, accessibility and energy resilience, while accounting for the entire distribution network’s granularity, intermittent solar supply, and unstable electricity demand. The methodology can guide the optimal BESS siting and sizing for energy resilience under future climate change and associated extreme weather events. Results indicate that suitable installation locations based on the proposed GIS-MCDM method are concentrated in central and southern regions in Yau Tsim Mong. Subsequently, BESS with the optimal and specific installation location and capacity allocation is in districts with high electricity demand and favourable safety geographical conditions. Compared to BESS without GIS-MCDM, the optimal BESS deployment with GIS-MCDM decreases the power shortage from 13,184 MWh to 12,931 MWh. Additionally, it increases the maximum power shortage reduction density from 176.04 kWh/m2 to 364.2 kWh/m2, and the area with a power shortage reduction above 100 kWh/m2 expands from 1.24×105 m2 to 2.17×105 m2. This study contributes a new approach to determine optimal BESS installation locations and capacity allocation in urban-scale information modelling, planning and deployment, with frontier guidelines for system designers and urban planners to collaboratively develop resilience and survivability of urban power systems under extreme events.
DOI: 10.5281/zenodo.13754377
title: The suitability score of BESS locations in Yau Tsim Mong, Hong Kong

description: Climate change and extreme weather events are imposing threats to city power systems with regional power shortages. To enhance urban power system’s resilience amid climate change, photovoltaic (PV) and battery energy storage systems (BESS) are crucial for maintaining self-sufficient power during outages. However, the optimal installation location and capacity sizing and allocation of BESS remain uncertain when considering multi-criteria, including safety, energy flexibility, accessibility and energy resilience. This study proposes a new approach, i.e., Geographic Information System (GIS) integrated with Multi-Criteria Decision-Making (MCDM) approach, to identify optimal installation locations and capacity allocation of BESS. This approach comprehensively considers geographical conditions (such as slope, land use, open space), safety, energy flexibility, accessibility and energy resilience, while accounting for the entire distribution network’s granularity, intermittent solar supply, and unstable electricity demand. The methodology can guide the optimal BESS siting and sizing for energy resilience under future climate change and associated extreme weather events. Results indicate that suitable installation locations based on the proposed GIS-MCDM method are concentrated in central and southern regions in Yau Tsim Mong. Subsequently, BESS with the optimal and specific installation location and capacity allocation is in districts with high electricity demand and favourable safety geographical conditions. Compared to BESS without GIS-MCDM, the optimal BESS deployment with GIS-MCDM decreases the power shortage from 13,184 MWh to 12,931 MWh. Additionally, it increases the maximum power shortage reduction density from 176.04 kWh/m2 to 364.2 kWh/m2, and the area with a power shortage reduction above 100 kWh/m2 expands from 1.24×105 m2 to 2.17×105 m2. This study contributes a new approach to determine optimal BESS installation locations and capacity allocation in urban-scale information modelling, planning and deployment, with frontier guidelines for system designers and urban planners to collaboratively develop resilience and survivability of urban power systems under extreme events.
DOI: 10.15468/dl.gzvrx4
title: Occurrence Download

description: A dataset containing 3586437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phytolacca americana L., Anredera cordifolia (Ten.) Steenis, Dysphania ambrosioides (L.) Mosyakin & Clemants, Alternanthera philoxeroides (Mart.) Griseb., Amaranthus retroflexus L., Amaranthus spinosus L., Mimosa bimucronata (DC.) Kuntze, Ipomoea cairica (L.) Sweet, Ipomoea purpurea (L.) Roth, Ipomoea triloba L., Lantana camara L., Ageratina adenophora (Spreng.) R.M.King & H.Rob., Ageratum conyzoides L., Ambrosia artemisiifolia L., Bidens frondosa L., Bidens pilosa L., Chromolaena odorata (L.) R.M.King & H.Rob., Erigeron annuus (L.) Pers., Erigeron canadensis L., Erigeron sumatrensis Retz., Mikania micrantha Kunth, Parthenium hysterophorus L., Praxelis clematidea (Griseb.) R.M.King & H.Rob., Solidago canadensis L., Symphyotrichum subulatum (Michx.) G.L.Nesom, Tithonia diversifolia (Hemsl.) A.Gray, Pontederia crassipes Mart., Lolium temulentum L., Sorghum halepense (L.) Pers., Pistia stratiotes L., Cyperus rotundus L., Chenopodiastrum hybridum (L.) S.Fuentes, Uotila & Borsch, Amaranthus blitum L., Amaranthus hybridus L., Amaranthus viridis L., Opuntia dillenii (Ker Gawl.) Haw., Opuntia ficus-indica (L.) Mill., Opuntia monacantha Haw., Lepidium virginicum L., Leucaena leucocephala (Lam.) de Wit, Mimosa diplotricha C.Wright, Mimosa diplotricha C.Wright, Mimosa pudica L., Sesbania cannabina (Retz.) Poir., Trifolium repens L., Geranium carolinianum L., Euphorbia heterophylla L., Euphorbia hirta L., Ricinus communis L., Malvastrum coromandelianum (L.) Garcke, Sicyos angulatus L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3586437 records from 6108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013475-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brj3jr
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemur catta Linnaeus, 1758",
 "HasCoordinate is true"
 ]
}

 The dataset includes 303 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257737-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjbhk8
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Taeromys taerae (Sody, 1932))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079587-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mp3ahs
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine trifida (Lam. ex Poir.) B.M.G.Jones",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 401 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257715-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6xphh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Drepanosticta belyshevi Hämäläinen, 1991)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010892-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc48ky
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Berylmys mackenziei (Thomas, 1916))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079578-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cu9x9g
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia kandtii Muschl."
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029104-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9u4ub
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Taeromys callitrichus (Jentink, 1879))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079595-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25734300
title: RESEARCH DATA.xlsx

description: The Impact of Tangible and Intangible Rewards on Organizational Citizenship Behaviors among Hotel Employees: The Mediating Role of Job Satisfaction
DOI: 10.6084/m9.figshare.25734300.v1
title: RESEARCH DATA.xlsx

description: The Impact of Tangible and Intangible Rewards on Organizational Citizenship Behaviors among Hotel Employees: The Mediating Role of Job Satisfaction
DOI: 10.15468/dl.anzdcx
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Camera trap database of Tiger from Rajaji National Park, Uttarakhand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248764-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fukh9
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is Gynoxys oleifolia Muschl."
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111522-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb33ws
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heracleum persicum Desf.",
 "Year 1900-2021"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081995-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65bnhz
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Exobasidium discoideum Ellis",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 22 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111515-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wnh5c
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaeophyscia insignis (Mereschk.) Moberg, Phaeophyscia poeltii (Frey) Nimis)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 112 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248779-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3asrc
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Echinopsis schickendantzii F.A.C.Weber"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129751-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc56s8
title: Occurrence Download

description: A dataset containing 26821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaeophyscia orbicularis (Neck.) Moberg, Phaeophyscia poeltii (Frey) Nimis)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 26821 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248778-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjef95
title: Occurrence Download

description: A dataset containing 8896 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphareus furca (Lacepède, 1801)"
 ]
}

 The dataset includes 8896 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111539-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwmgyd
title: Occurrence Download

description: A dataset containing 285323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence, Living Specimen, Material sample, Human Observation, Machine Observation, Observation)",
 "MediaType is Image",
 "TaxonKey is Oxalidales"
 ]
}

 The dataset includes 285323 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021028-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np8mgw
title: Occurrence Download

description: A dataset containing 59916863 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 59916863 records from 1075 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251914-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8jnhy
title: Occurrence Download

description: A dataset containing 4702 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Crocodylia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4702 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054100-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.