cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/9g0-fls-7j9
title: Ceryle rudis rudis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.15493/dea.mims.26052301
title: Long-term observations of hourly bottom temperatures at Port Nolloth (October 1997 - March 1998)

description: Processed hourly subsurface temperatures from UTRs located at a depth of 5m off Port Nolloth (29.2524°S; 16.8671°E).
description: At selected sites around Southern Africa, Underwater Tempearture Recorders (UTRs) have been used to obtain long-term records of bottom temperature in the nearshore environment, at depths ranging from 2m to 34m. Here we present processed hourly subsurface temperatures from UTRs located at a depth of 5m off Port Nolloth (29.2524°S; 16.8671°E), along the west coast of South Africa, between 14 October 1997 and 18 March 1998.
description: A subsurface-mounted, Hugrun Seamon Mini Underwater Temperature Recorder (UTR) was deployed at a depth of 5m off Port Nolloth (29.2524°S; 16.8671°E), along the west coast of South Africa. The instrument measured hourly temperature readings between 14 October 1997 12h00 and 18 March 1998 13h00.
DOI: 10.15493/dea.mims.26052137
title: Short-term observations of daily sub-surface temperatures on the continental shelf and slope off Port Edward, along the east coast of South Africa at location P5 (May 2011 - December 2011)

description: Processed daily sub-surface temperatures from two ADCPs at depths of 505m and 509 m at location P5 (31.1251°S; 30.3373°E).
description: Between 2005 and 2015, multiple short-term studies were conducted to determine the characteristics of moorings deployed in a region heavily influenced by the strong Agulhas Current, and to examine circulation patterns across the continental shelf and slope off Port Edward, along the east coast of South Africa. Three moorings (P1, P2, and P3) were deployed, just south of Port Edward at depths of 36m, 64m, and 162m, respectively, between September 2005 and September 2006, to measure currents and bottom temperatures across the inner shelf. A further three moorings (P4, P5, and P6) were deployed off Port Edward over the period September 2010 to June 2015, at depths of 217m, 1060m, and 2000m, to measure currents and sub-surface temperatures across the outer shelf and slope. Here we present processed daily sub-surface temperatures from two ADCPs at depths of 505m and 509 m at location P5 (31.1251°S; 30.3373°E) on the outer shelf and slope off Port Edward, between 24 May 2011 and 03 December 2011.
description: A sub-surface, upward-looking, 75 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was deployed at location P5 (31.1251°S; 30.3373°E), on the outer shelf and slope of Port Edward, along the east coast of South Africa. A temperature sensor on the instrument measured hourly temperature readings between 24 May 2011 and 03 December 2011, at depths of 505m and 509m. These hourly values were averaged to daily means. Daily values were only generated for days on which there were 75 % or more hourly readings.
DOI: 10.15493/dea.mims.07042023
title: Sun exposed temperature data from Sea Point, 09 December 2021 to 08 January 2022

description: Conservation Physiology Programme
description: To better understand the physiological effects of marine invertebrates to changing environmental conditions, long-term monitoring which captures the natural variability of environmental parameters is required. In this way, experimental findings can be related back to field conditions, and better predictions can be made as to how marine invertebrates, particularly in the harsh intertidal, will fair with rising temperature. In May 2020, Cape Sea Urchins, Parechinus angulosus, were collected from intertidal rock pools at Sea Point, which is situated along the southwest coast of South Africa. After chronic incubation in low pH conditions at the Department of Forestry, Fisheries and the Environment's (DFFE) Sea Point Research Aquarium, their response to thermal stress was investigated in recent experimental trials. To calculate the thermal window for these marine invertebrates, both habitat temperatures, as well as their threshold temperatures are required. The latter was obtained by examining the Critical Thermal Maximum temperatures (CTmax), i.e. the temperatures at which organisms respond with uncoordinated mobility, whereas habitat temperatures are available through the deployment of temperature loggers in the intertidal pools inhabited by these organisms. Apart from rockpool temperatures recorded in Sea Point, Cape Town, a HOBO TidbiT temperature logger was also installed on a nearby structure: 33.92074 S, 18.38051 E to record temperature in a sun-exposed position. An alternative to placement on fully exposed rocks where it would be subjected to theft.This data will allow for an indication of the most extreme temperatures in the vicinity of the pool. Here we present the cleaned up version of the temperature measurements from the 09 December 2021 to 08 January 2022.
description: The details of the logger placement is captured in the 'README' file. The logger was set to record temperature every 5 minutes. Data were extracted from the logger using HOBOware Pro software and exported into Excel files. Times are GMT+2. The data available are the clean files (i.e. only temperatures recorded once logger was placed in its sun-exposed postion. To avoid the inclusion of any 'handling' temperatures in the clean datasets, the temperatures extracted are from ten minutes once loggers are deployed, and 10 minutes before they are removed to download data.
DOI: 10.15493/dea.mims.06782023
title: Raw sun exposed temperature data from Sea Point, 11 February to 07 May 2021

description: Conservation Physiology Programme
description: To better understand the physiological effects of marine invertebrates to changing environmental conditions, long-term monitoring which captures the natural variability of environmental parameters is required. In this way, experimental findings can be related back to field conditions, and better predictions can be made as to how marine invertebrates, particularly in the harsh intertidal, will fair with rising temperature. In May 2020, Cape Sea Urchins, Parechinus angulosus, were collected from intertidal rock pools at Sea Point, which is situated along the southwest coast of South Africa. After chronic incubation in low pH conditions at the Department of Forestry, Fisheries and the Environment's (DFFE) Sea Point Research Aquarium, their response to thermal stress was investigated in recent experimental trials. To calculate the thermal window for these marine invertebrates, both habitat temperatures, as well as their threshold temperatures are required. The latter was obtained by examining the Critical Thermal Maximum temperatures (CTmax), i.e. the temperatures at which organisms respond with uncoordinated mobility, whereas habitat temperatures are available through the deployment of temperature loggers in the intertidal pools inhabited by these organisms. Apart from rockpool temperatures recorded in Sea Point, Cape Town, a HOBO TidbiT temperature logger was also installed on a nearby structure: 33.92074 S, 18.38051 E to record temperature in a sun-exposed position. An alternative to placement on fully exposed rocks where it would be subjected to theft. This data will allow for an indication of the most extreme temperatures in the vicinity of the pool. Here we present the raw temperature measurements from the 11 February to 7 May 2021.
description: The details of the logger placement is captured in the 'README' file. The logger was set to record temperature every 5 minutes. Data were extracted from the logger using HOBOware Pro software and exported into Excel files. Times are GMT+2. The data available are the raw files (all temperatures recorded before placement and removal in its current position).
DOI: 10.15493/dea.mims.26052269
title: Long-term observations of nearshore temperatures around southern Africa

description: Since January 1990, Underwater Temperature Recorders (UTRs) have been deployed at selected sites around Southern Africa to obtain long-term records of bottom temperature in the nearshore environment, at depths ranging from 2m to 34m.
DOI: 10.3535/88e-y0b-gmh
title: Ceryle rudis rudis

description: Digital Specimen for the physical specimen hosted at Natural History Museum of Denmark.
DOI: 10.15468/dl.6bbbpx
title: Occurrence Download

description: A dataset containing 1553 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea incarnata"
 ]
}

 The dataset includes 1553 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016155-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603954
title: HITL-RAG FAITHFULNESS EVALUATION DATASET FOR CULTURAL TOURISM INFORMATION

description: This dataset supports accuracy evaluation in Retrieval-Augmented Generation (RAG) systems applied to cultural tourism information, with an explicit focus on Human-in-the-Loop (HITL) governance. The dataset is designed as an evaluation artifact, not a performance benchmark, emphasizing traceability, foundational accuracy, and decision transparency.

The dataset consists of structured query-response evaluations, including retrieved text snippets, candidate answers generated by a RAG-based language model, reference annotations generated by an LLM-based rater,  automated similarity metrics, and final evaluation decisions by humans. Accuracy is assessed based on curated cultural knowledge snippets, while system-level backup and failure handling mechanisms are explicitly separated from content-level foundations.

A structured HITL error taxonomy (E0–E10) is implemented to distinguish accurate responses, controlled rejections, content errors, and system failures. Repeated queries are intentionally included to observe consistency across the evaluation cycle, enabling generative variation analysis while maintaining stable classification results under human judgment.

Version management follows a snapshot-based policy to ensure reproducibility and comparability between versions. This release (Version 1.2) contains no substantial changes except for image quality improvements and the addition of a metadata table. The release of Version 1.2 remains confidential and will be made publicly available upon publication in the relevant journal.
DOI: 10.5281/zenodo.18603955
title: HITL-RAG FAITHFULNESS EVALUATION DATASET FOR CULTURAL TOURISM INFORMATION

description: This dataset supports accuracy evaluation in Retrieval-Augmented Generation (RAG) systems applied to cultural tourism information, with an explicit focus on Human-in-the-Loop (HITL) governance. The dataset is designed as an evaluation artifact, not a performance benchmark, emphasizing traceability, foundational accuracy, and decision transparency.

The dataset consists of structured query-response evaluations, including retrieved text snippets, candidate answers generated by a RAG-based language model, reference annotations generated by an LLM-based rater,  automated similarity metrics, and final evaluation decisions by humans. Accuracy is assessed based on curated cultural knowledge snippets, while system-level backup and failure handling mechanisms are explicitly separated from content-level foundations.

A structured HITL error taxonomy (E0–E10) is implemented to distinguish accurate responses, controlled rejections, content errors, and system failures. Repeated queries are intentionally included to observe consistency across the evaluation cycle, enabling generative variation analysis while maintaining stable classification results under human judgment.

Version management follows a snapshot-based policy to ensure reproducibility and comparability between versions. This release (Version 1.2) contains no substantial changes except for image quality improvements and the addition of a metadata table. The release of Version 1.2 remains confidential and will be made publicly available upon publication in the relevant journal.
DOI: 10.15468/dl.twubfq
title: Occurrence Download

description: A dataset containing 746438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 2022",
 "Month is April"
 ]
}

 The dataset includes 746438 records from 1140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008652-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsw7gx
title: Occurrence Download

description: A dataset containing 2274534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 2022",
 "Month is June"
 ]
}

 The dataset includes 2274534 records from 1703 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008653-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7307784
title: Toward understanding tectonic and geometric control on the Lenglongling fault from inter- and co-seismic InSAR observations

description: The datasets include the  interseismic (2014-2021) and coseismic InSAR observations to characterize the interseismic slip-rate along the Qilian-Haiyuan fault, the fault geometry and coseismic slip distribution for the 2022 Menyuan earthquake.
DOI: 10.5281/zenodo.7307785
title: Toward understanding tectonic and geometric control on the Lenglongling fault from inter- and co-seismic InSAR observations

description: The datasets include the  interseismic (2014-2021) and coseismic InSAR observations to characterize the interseismic slip-rate along the Qilian-Haiyuan fault, the fault geometry and coseismic slip distribution for the 2022 Menyuan earthquake.
DOI: 10.15468/dl.nw5wjd
title: Occurrence Download

description: A dataset containing 20338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melissodes raphaelis Cockerell, 1898, Lascoria orneodalis Guenée, 1854, Ischnocnemis caerulescens Bates, 1885, Heraclides thoas nealces, Cordicantharis longicollis (Kiesenwetter, 1859), Enneastigma triplex (Loew, 1873), Sarcophaga haemorrhoides Böttcher, 1913, Bithia acanthophora (Rondani, 1861), Athrycia trepida (Meigen, 1824), Eulabidogaster setifacies (Rondani, 1861), Erycia fatua (Meigen, 1824), Empis lutea Meigen, 1804, Sussaba cognata (Holmgren, 1858), Copromyza similis (Collin, 1930), Dolicharthria punctalis (Denis & Schiffermüller, 1775), Chrysotachina alcedo (Loew, 1869), Bilia japonica, Xylocopa clarionensis Hurd, 1958, Colletes microdontus Cockerell, 1937, Amegilla velutina (Friese, 1909), Pachyanthidium ausense (Mavromoustakis, 1934), Patellapis richtersveldi Timmermann, Patellapis mandela Timmermann, Coelioxys simillimus Smith, 1854, Triepeolus mexicanus (Cresson, 1878), Simoides crassipes (Fabricius, 1805), Megachile bucephala (Fabricius, 1793), Paragus auritus Stuckenberg, 1954, Eoanthidium bituberculatum (Pasteels, 1984), Emesis furor Butler & Druce, 1872, Timochares trifasciata (Hewitson, 1868), Lycastrirhyncha nitens Bigot, 1859, Terias floricola (Boisduval, 1833), Clytius clytius, Heliopetes arsalte (Linnaeus, 1758), Danaus chrysippus alcippus (Cramer, 1777), Emesis tenedia Felder, 1861, Cyclargus ammon (Lucas, 1856), Melissodes rufodentatus Smith, 1854, Junonia orithya madagascariensis Guenée, 1872, Colotis evarne, Gorgythion beggina escalophoides (Hayward, 1941), Anthanassa hermas (Hewitson, 1864), Electrostrymon endymion (Fabricius, 1775), Arawacus separata, Bicyrtes angulatus (F.Smith, 1856), Pseudapis innesi (Gribodo, 1894), Lipotriches parca (Kohl, 1906), Lipotriches friesei (Magretti, 1899), Coelioxys decipiens Spinola, 1838)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20338 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000978-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xecpbc
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodiola tangutica (Maxim.) S.H.Fu"
 ]
}

 The dataset includes 130 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000980-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekevth
title: Occurrence Download

description: A dataset containing 277353 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is VectorNet"
 ]
}

 The dataset includes 277353 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000981-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g8nf8
title: Occurrence Download

description: A dataset containing 150023872 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 150023872 records from 7564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000979-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/707-svf-ln7
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mdq-4rf-wde
title: Bruguiera gymnorhiza (L.) Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7bb-n09-8y1
title: Dianthus angulatus subsp. subangulatus Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gg1-cdr-fw5
title: Juncus articulatus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5pk-shr-g9v
title: Stachytarpheta cayennensis (Rich.) Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kk6-n6a-5l5
title: Lippia hederifolia Mart. & Schauer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7ey-jfj-r6l
title: Gouania ulmifolia Hook. & Arn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kv1-hx7-jg6
title: Stachytarpheta glabra Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e9j-yn2-etx
title: Pombalia poaya (A. St.-Hil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t6q-80n-zq1
title: Stachytarpheta schottiana Schauer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.gj3yr7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pardalotus punctatus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065810-250717081556266/datasets/export for details.
DOI: 10.3535/ncn-fky-9va
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bw5-a8l-pla
title: Pombalia setigera (A. St.-Hil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l9g-bbd-h7d
title: Pombalia communis (A. St.-Hil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q0k-4dg-nhx
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yct-sl7-w9m
title: Pombalia parviflora (Mutis ex L. fil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r72-6f3-cd5
title: Pombalia setigera (A. St.-Hil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h5w-2r5-z0r
title: Noisettia orchidiflora (Rudge) Ging.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xta-5w7-zel
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3kp-a6a-6qe
title: Pombalia communis (A. St.-Hil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c7a-2hz-8ef
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8wx-t8j-vf8
title: Pombalia communis (A. St.-Hil.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jyv-2jt-41n
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2c0-b7k-vzr
title: Stachytarpheta rhomboidalis (Pohl) Walp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4rd-6zb-dmc
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/76y-4en-1x7
title: Stachytarpheta reticulata Mart. ex Schauer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2ac-kxr-jpw
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g52-167-b7h
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8es-shl-632
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kyz-q6f-mzv
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jbv-w5a-1ge
title: Combretum Loefl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dxz-sk2-xz6
title: Lippia lupulina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/em4-b1f-d0c
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sxb-pm4-6z3
title: Amaioua guianensis Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zsa-6mm-pkl
title: Ichthyothere Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gc5-79l-khr
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.