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

description: A dataset containing 182133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "TaxonKey is Caretta caretta (Linnaeus, 1758)"
 ]
}

 The dataset includes 182133 records from 623 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076371-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz958e
title: Occurrence Download

description: A dataset containing 21305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((77.5 29.5,81 29.5,81 31.5,77.5 31.5,77.5 29.5))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Passer domesticus (Linnaeus, 1758), Passer domesticus bactrianus Zarudny & Kudashev, 1916, Passer domesticus indicus Jardine & Selby, 1831, Passer domesticus parkini Whistler, 1920)",
 "Year 1000-2025"
 ]
}

 The dataset includes 21305 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012237-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jkvbe
title: Occurrence Download

description: A dataset listing the 65226 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset's 65226 records were derived from 1221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012222-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15399187
title: Registry of indoor air quality (IAQ) measurement studies in residential homes - Summary tables from IEA EBC Annex 86 (ST2)
DOI: 10.5281/zenodo.15399188
title: Registry of indoor air quality (IAQ) measurement studies in residential homes - Summary tables from IEA EBC Annex 86 (ST2)
DOI: 10.15468/dl.pfex6e
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Algeria",
 "Month is one of (April, May, June, July)",
 "TaxonKey is Curruca subalpina (Temminck, 1820)",
 "Year 1973-2025"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010562-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/e5c-k64-p71
title: †Miogypsinoides complanatus (Schlumberger, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfj-1qx-adw
title: †Lepidocyclina (Eulepidina) formosa Schlumberger, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/13m-e91-b8n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qr0-d29-418
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgt-bg6-qx2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.w4v6wy
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Telmatogeton japonicus",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 146 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022957-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8j2-2sw-fwb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ng9-dd9-el6
title: †Lepidocyclina (Lepidocyclina) schotborghi Rutten & Vermunt, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hnx-eqk-fat
title: †Galerites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xff-vws-j1m
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.n3nffj
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coptis chinensis"
 ]
}

 The dataset includes 162 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022958-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/f4v-yjp-f99
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dkm-d9p-njc
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khe-0bs-teq
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzv-cf9-82z
title: †Bektasia Özdikmen, 2010

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6f-r4d-9pk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yej-61h-k4f
title: Pristiophorus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9v3-146-laj
title: Balanophyllia Wood, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/exb-jfq-9qa
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5af-135-9xt
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gry-71f-eyp
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/052-5rr-0xt
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08h-qhn-42a
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdd-f15-zbw
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8j-61z-4ft
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4tb-8dl-940
title: Canis lupus familiaris Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vfz-xys-tzg
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1x-gmf-fye
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bxr-78j-tbt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqf-alc-my8
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3rq-28k-gf2
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ky-xa7-2ns
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psz-71d-nba
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8j7-srx-rmg
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnk-qh6-zm2
title: Clypeaster Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jl-aez-g0w
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lfh-dq3-jhs
title: †Amphistegina hauerina d'Orbigny, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j50-2ym-nxy
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vex-vsf-l62
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bpy-axn-ytp
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfd-ynd-twe
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wrs-ag4-qxm
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/inscriptifact-ouc110588773
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [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. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/inscriptifact-ouc110584875
title: Persepolis Fortification Aramaic Text 123, PFAT 123

description: [Text Description:] Administrative text with seal PFATS 0005 ❧ [Text or Publication Number Note:] PFAT 123, Bowman 123 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impression PFATS 0005 bottom edge, flat edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110588754
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [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. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/inscriptifact-ouc110584865
title: Persepolis Fortification Aramaic Text 124, PFAT 124

description: [Text Description:] Administrative text with seal PFS 1624s ❧ [Text or Publication Number Note:] PFAT 124, Bowman 124 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFS 1624s on upper edge, reverse, bottom edge, flat edge.
DOI: 10.17632/t6pw2nkhcj
title: untargeted metabolomics

description: The types of metabolites in the extracellular vesicles derived from Faecalibacterium prausnitzii were detected using non-targeted metabolomics
DOI: 10.25549/inscriptifact-ouc110588752
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [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. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.17632/t6pw2nkhcj.1
title: untargeted metabolomics

description: The types of metabolites in the extracellular vesicles derived from Faecalibacterium prausnitzii were detected using non-targeted metabolomics
DOI: 10.25549/inscriptifact-ouc110586160
title: Persepolis Fortification Aramaic Text 152d, PFAT 152d

description: [Text Description:] Administrative text with seals PFATS 0001s; PFATS 0053s; PFATS 0008s ❧ [Text or Publication Number Note:] PFAT 152d, Bowman 152d ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0001s bottom edge; PFATS 0053s reverse; PFATS 0008s upper edge.
DOI: 10.25549/inscriptifact-ouc110588742
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [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. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/inscriptifact-ouc110586150
title: Persepolis Fortification Aramaic Text 152d, PFAT 152d

description: [Text Description:] Administrative text with seals PFATS 0001s; PFATS 0053s; PFATS 0008s ❧ [Text or Publication Number Note:] PFAT 152d, Bowman 152d ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0001s bottom edge; PFATS 0053s reverse; PFATS 0008s upper edge.
DOI: 10.25549/inscriptifact-ouc110588734
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [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. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/inscriptifact-ouc110586145
title: Persepolis Fortification Aramaic Text 152c, PFAT 152c

description: [Text Description:] Administrative text with seals PFATS 0188s; PFATS 0186s; PFATS 0187s ❧ [Text or Publication Number Note:] PFAT 152c, Bowman 152c ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0188s flat edge; PFATS 0186s obverse; PFATS 0187s reverse.
DOI: 10.25549/inscriptifact-ouc110588697
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [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. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/inscriptifact-ouc110586139
title: Persepolis Fortification Aramaic Text 152d, PFAT 152d

description: [Text Description:] Administrative text with seals PFATS 0001s; PFATS 0053s; PFATS 0008s ❧ [Text or Publication Number Note:] PFAT 152d, Bowman 152d ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0001s bottom edge; PFATS 0053s reverse; PFATS 0008s upper edge.
DOI: 10.25549/inscriptifact-ouc110588696
title: Persepolis Fortification Elamite Text 2024, PF 2024

description: [Text Description:] Administrative Text with seals PFS 1599 and PFS 1600. Aramaic gloss. ❧ [Text or Publication Number Note:] PF 2024 ❧ [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. Seal impression reverse (PFS 1599). Seal impression left edge (PFS 1600). Aramaic gloss in ink, reverse (three lines).
DOI: 10.17632/t6fk7dmsxn
title: Data on Smart Home Energy Flow Optimization Time Series from Practical Case Studies

description: This dataset provides a comprehensive representation of the energy flows, component states, and control variables of a residential smart home equipped with photovoltaic (PV) generation, a battery energy storage system (BESS), a ground source heat pump (GSHP), deferrable appliances (DAs), and an electric vehicle (EV) smart charger (SC). The data originate from a one-year simulation performed with a 15-minute time resolution, reproducing the realistic operation of a single-family dwelling connected to the distribution grid.

For a better reading of results, datetime array has been set to 2025.

The dataset is structured into four folders, each corresponding to one of the simulated case studies discussed in "Smart home energy flow optimization, a practical case study",. Energy Conversion and Management: X, https://doi.org/10.1016/j.ecmx.2025.101340:

-Baseline (woEMS): reference scenario without any Energy Management System (EMS), where no flexibility services are considered.
-Self-Consumption (sc): optimization promoting local utilization of PV generation by minimizing energy imported from the grid.
-Smoothing (sm): optimization aiming to minimize squared temporal variations in grid exchange, producing smoother profiles.
-Baseline Profile Matching (bp): optimization minimizing deviations from a flat baseline energy profile, encouraging balanced daily exchanges.

Each folder includes time-series data in JSON format, describing for every 15-minute time step:

- Active power flows between the grid and smart home subsystems.
- Input variables such as external temperature, thermal demand, load availability, and user constraints.
- State variables including state of charge (SoC) of batteries, tank temperature, and appliance cycle states.

A complete mapping between symbols, variable names, and data columns is provided in the included README file.
All files use consistent naming conventions and physical units to facilitate integration, comparison, and reuse. Diagnostic figures and quick visualizations can be generated using the provided Python and MATLAB scripts (plotSmartHomeData.py and plotSmartHomeData.m), which reproduce main power trajectories and component state trends over a selected time horizon.

This dataset can be used for benchmarking, model validation, and data-driven research in residential energy management, grid flexibility assessment, and smart home optimization. It provides a reproducible, high-resolution framework suitable for the training and testing of optimization algorithms and machine learning models for predictive EMS development.
DOI: 10.25549/inscriptifact-ouc110586116
title: Persepolis Fortification Aramaic Text 152c, PFAT 152c

description: [Text Description:] Administrative text with seals PFATS 0188s; PFATS 0186s; PFATS 0187s ❧ [Text or Publication Number Note:] PFAT 152c, Bowman 152c ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0188s flat edge; PFATS 0186s obverse; PFATS 0187s reverse.