cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/j8s85rf7fm.1
title: DORES - Design and Operation of Renewable Energy Systems

description: DORES is designed to simulate energy systems for both individual buildings and large-scale communities with diverse building typologies. It supports various energy sources, including Building-Applied Photovoltaics (BAPV), Building-Integrated Photovoltaics (BIPV), and Energy Storage Systems (ESS), while considering electricity load profiles at the building or community level. For cases where hourly electricity consumption data is unavailable, the tool offers pre-existing normalized load profiles for various building types, including residential, industrial, kindergarten, and public lighting.

Key features of the application:
- ESS Sizing: Optimizes battery storage for peak-shaving or the design of standalone off-grid systems.
- Control Strategies: Offers various control approaches, enabling users to analyze and compare energy flows and operational behaviors of buildings and communities.
- Performance Evaluation: Assesses system operation through key performance indicators (KPIs) such as self-consumption, self-sufficiency, and electricity cost savings, providing valuable insights into energy efficiency.
- Economic and Environmental Analysis: Includes economic KPIs such as Net Present Value (NPV) and Life Cycle Costs (LCCs) based on CAPEX and OPEX, along with environmental metrics such as CO2 emissions savings.
DOI: 10.15468/dl.wfaqct
title: Occurrence Download

description: A dataset containing 97623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.9.2_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 97623 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003858-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj62tk
title: Occurrence Download

description: A dataset containing 61666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.21.2_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 61666 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003857-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sddn9z
title: Occurrence Download

description: A dataset containing 43255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Jasminum L."
 ]
}

 The dataset includes 43255 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003868-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhb3sz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Pterois miles (Bennett, 1828)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003870-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehpvcq
title: Occurrence Download

description: A dataset containing 44430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.20.3_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 44430 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003869-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufazrv
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Jateorhiza Miers"
 ]
}

 The dataset includes 557 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003871-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15454074
title: Galati ROMANIA 2025 BMI HADS ALIM

description: Medical students BMI HADS Alim
DOI: 10.5281/zenodo.15454075
title: Galati ROMANIA 2025 BMI HADS ALIM

description: Medical students BMI HADS Alim
DOI: 10.15468/dl.cfcvkp
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is Fungarium, Oslo (O) UiO"
 ]
}

 The dataset includes 131 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003873-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um37fn
title: Occurrence Download

description: A dataset containing 92372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crex crex (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 92372 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003867-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11852583
title: 🚲Divvy Data • Chicago Bikeshare | Google Capstone
DOI: 10.15468/dl.xnqfzh
title: Occurrence Download

description: A dataset containing 3877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.7.8_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 3877 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003875-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr8qce
title: Occurrence Download

description: A dataset containing 118582 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((30.30387 -13.91786, 33.18264 -13.91786, 33.18264 -10.67257, 30.30387 -10.67257, 30.30387 -13.91786))"
 ]
}

 The dataset includes 118582 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003862-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bw6rt
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003877-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qrwgg
title: Occurrence Download

description: A dataset containing 7291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is one of (Colección Herbario Federico Medem Bogotá - FMB, Herbario Nacional Colombiano (COL), Abundancia, estructura poblacional y producción de frutos de la palma de corozo (Bactris guineensis) en el departamento del Cesar, Aarhus University Palm Transect Database, Herbario Amazónico Colombiano Dairon Cárdenas López, Composición florística y estructura de una parcela permanente en bosques secos tropicales de afloramiento rocoso del Parque Nacional Natural El Tuparro, Inventario de flora, avifauna, mamíferos, mariposas y peces realizado en el sector de Puerto Abeja y durante la expedición científica en la ventana Mesay en el sector sur del Parque Nacional Natural Serranía de Chiribiquete, Biodiversidad asociada a la modificación del Plan de Manejo Ambiental Integral de Mares, Censo parcelas bosque seco Bolívar y Guajira, Flora en zonas de influencia de la Central Hidroeléctrica Miel I. 2020)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bactris Jacq. ex Scop.",
 "Year 1975-2025"
 ]
}

 The dataset includes 7291 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003876-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aty7as
title: Occurrence Download

description: A dataset containing 139544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.10.11_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 139544 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003866-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14888001
title: AbSet: A Standardized Dataset of Antibody Structures for Machine Learning Applications

description: AbSet is a dataset of antibodies extracted from the PDB, carefully standardized, and enriched with a subset of in silico-generated antibody-antigen complexes containing poses similar to the bound state, along with a novel set of decoys. In total, AbSet comprises over 800000 structures, encompassing antibodies with paired heavy and light chains (VH-VL), only heavy chains (VH), only light chains (VL), and single-chain variable fragments (scFv), including both free antibodies and those complexed with protein antigens.

The in silico dataset was generated through molecular docking using HADDOCK following two distinct approaches:





Blind Docking: Conducted using 2135 experimentally determined antibody-antigen complexes.




Site-Directed Docking: Applied to 1755 complexes, where the antibody sequences were extracted, modeled using AbodyBuilder2, and then docked with their original crystallized antigen.



Each docking run produced 250 poses, which were classified into four quality categories based on DockQ: high quality, medium quality, acceptable quality, and incorrect.

This dataset includes molecular descriptors of amino acid residues. These descriptors were calculated for all standardized antibody structures obtained from the PDB. For in silico structures generated via docking, molecular descriptors were computed for 4 selected structures from a set of 250 poses generated per system. The code used to calculate molecular descriptors is available in the GitHub repository

The descriptors include:



Solvent Accessible Surface Area

Relative Accessible Surface Area

Atomic depth

Potrusion index

Hydrophobicity

Sequence

Half-sphere exposure calculations

Cα coordinates

ϕ and ψ dihedral angles

Secondary structure of the protein


-  Organization of Available Data:

📂 PDBs_Files  (Antibodies extracted from the PDB)│── 📂 Structures  │── 📂 Descriptors   📂 InSilicoComplexStructures-MonomersFromXtal (Blind Docking)│── 📂 Structures  │── 📂 Descriptors  │── 📂 Index DockQ    📂 InSilicoComplexStructures-MonomersFromModeling (Site-Directed Docking)│── 📂 Structures  │── 📂 Descriptors  │── 📂 Index DockQ
DOI: 10.5281/zenodo.14888002
title: AbSet: A Standardized Dataset of Antibody Structures for Machine Learning Applications

description: AbSet is a dataset of antibodies extracted from the PDB, carefully standardized, and enriched with a subset of in silico-generated antibody-antigen complexes containing poses similar to the bound state, along with a novel set of decoys. In total, AbSet comprises over 800000 structures, encompassing antibodies with paired heavy and light chains (VH-VL), only heavy chains (VH), only light chains (VL), and single-chain variable fragments (scFv), including both free antibodies and those complexed with protein antigens.

The in silico dataset was generated through molecular docking using HADDOCK following two distinct approaches:





Blind Docking: Conducted using 2135 experimentally determined antibody-antigen complexes.




Site-Directed Docking: Applied to 1755 complexes, where the antibody sequences were extracted, modeled using AbodyBuilder2, and then docked with their original crystallized antigen.



Each docking run produced 250 poses, which were classified into four quality categories based on DockQ: high quality, medium quality, acceptable quality, and incorrect.

This dataset includes molecular descriptors of amino acid residues. These descriptors were calculated for all standardized antibody structures obtained from the PDB. For in silico structures generated via docking, molecular descriptors were computed for 4 selected structures from a set of 250 poses generated per system. The code used to calculate molecular descriptors is available in the GitHub repository

The descriptors include:



Solvent Accessible Surface Area

Relative Accessible Surface Area

Atomic depth

Potrusion index

Hydrophobicity

Sequence

Half-sphere exposure calculations

Cα coordinates

ϕ and ψ dihedral angles

Secondary structure of the protein


-  Organization of Available Data:

📂 PDBs_Files  (Antibodies extracted from the PDB)│── 📂 Structures  │── 📂 Descriptors   📂 InSilicoComplexStructures-MonomersFromXtal (Blind Docking)│── 📂 Structures  │── 📂 Descriptors  │── 📂 Index DockQ    📂 InSilicoComplexStructures-MonomersFromModeling (Site-Directed Docking)│── 📂 Structures  │── 📂 Descriptors  │── 📂 Index DockQ
DOI: 10.5066/p9dui71j
title: Weather Station Data on the Juneau Icefield

description: Measurements of meteorological data are made at many permanent camp facilities on the Juneau Icefield. This portion of the data release includes select weather data that has received basic quality control and assurance. Data is released at three different levels of processing, level 0, 1 and 2. Level 0 data contains compiled raw data, before QC procedures are applied, at the original timestep recorded by the instrument. Level 1 data has received a plausible value check, and minimal manual error identification (e.g. errors noted on field visits). Level 2 data has been through more extensive quality control procedures and is provided at both the original instrument timestep as well as aggregated hourly and daily values. Data at many JIRP sites consist of a single temperature sensor, recording in a Stevenson-type shield. Automated weather stations at Camp 10, 17, and 18 have measured additional meteorological variables in recent years. Both are presented in this data release.
DOI: 10.15468/dl.z2ps5z
title: Occurrence Download

description: A dataset containing 56833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Jatropha L."
 ]
}

 The dataset includes 56833 records from 636 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003874-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy6phv
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant occurrences on small islands in the Raja Ampat Archipelago, Indonesia"
 ]
}

 The dataset includes 373 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009068-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18245610
title: Atropis Rupr. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18245609
title: Atropis Rupr. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.15468/dl.4s6kbu
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.4_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 86 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009070-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14497561
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17182/hepdata.167350.v2/t1
title: "SI cross section" of "Searches for Light Dark Matter and Evidence of Coherent Elastic Neutrino-Nucleus Scattering of Solar Neutrinos with the LUX-ZEPLIN (LZ) Experiment"

description: 90% CL WIMP SI cross sections, including sensitivities
description: Results from a low-mass WIMP search with 5.7 tonne-year exposure, using the LUX-ZEPLIN experiment.
DOI: 10.17182/hepdata.167350.v2/t2
title: "SDn cross section" of "Searches for Light Dark Matter and Evidence of Coherent Elastic Neutrino-Nucleus Scattering of Solar Neutrinos with the LUX-ZEPLIN (LZ) Experiment"

description: 90% CL WIMP SDn cross sections, including sensitivities and nuclear structure uncertainties
description: Results from a low-mass WIMP search with 5.7 tonne-year exposure, using the LUX-ZEPLIN experiment.
DOI: 10.17182/hepdata.167350.v2/t3
title: "SDp cross section" of "Searches for Light Dark Matter and Evidence of Coherent Elastic Neutrino-Nucleus Scattering of Solar Neutrinos with the LUX-ZEPLIN (LZ) Experiment"

description: 90% CL WIMP SDp cross sections, including sensitivities and nuclear structure uncertainties
description: Results from a low-mass WIMP search with 5.7 tonne-year exposure, using the LUX-ZEPLIN experiment.
DOI: 10.17182/hepdata.167350.v2/t4
title: "Efficiency" of "Searches for Light Dark Matter and Evidence of Coherent Elastic Neutrino-Nucleus Scattering of Solar Neutrinos with the LUX-ZEPLIN (LZ) Experiment"

description: Data selection efficiency as a function of nuclear recoil energy
description: Results from a low-mass WIMP search with 5.7 tonne-year exposure, using the LUX-ZEPLIN experiment.
DOI: 10.17182/hepdata.167350.v2/t5
title: "Data" of "Searches for Light Dark Matter and Evidence of Coherent Elastic Neutrino-Nucleus Scattering of Solar Neutrinos with the LUX-ZEPLIN (LZ) Experiment"

description: Data points used in analysis in log_10(S2)-S1 space
description: Results from a low-mass WIMP search with 5.7 tonne-year exposure, using the LUX-ZEPLIN experiment.
DOI: 10.15468/dl.6j4v32
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.35_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009071-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18245615
title: Atylosia scarabaeoides (L.) Benth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18245616
title: Atylosia scarabaeoides (L.) Benth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18245623
title: Austroeupatorium R.M.King & H.Rob. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18245624
title: Austroeupatorium R.M.King & H.Rob. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18242551
title: The relevant data of "Robustness of GRASP Aerosol Retrievals and Associated Radiative Forcing Uncertainties in Central Asia"

description: The file Input of GRASP from AERONET.zip was downloaded from the AERONET website and contain the original measurements used to generate the input files for the GRASP algorithm.

The file output_2013-2022_Dushanbe.sdata was generated from the .alm, AOD, and TOD data and was used as the input file for running GRASP.

The files BRDF1_output.txt, BRDF2_output.txt, BRDF3_output.txt, and BPDF_output.txt contain climatological monthly means (January–December) BRDF and BPDF values for the Dushanbe site derived from POLDER data.

The file Inversion_Products_20130101_20221231_Dushanbe.zip contains AERONET inversion products and was used for comparison with the GRASP retrievals.

The GRASP algorithm used in this study is publicly available at https://code.grasp-open.com/open/grasp, and the SBDART model is available at https://github.com/paulricchiazzi/SBDART
DOI: 10.15124/6e75c578-8fe2-4f6f-84a1-8fcddbbbac34
title: Continuous variable quantum key distribution channel emulator for the SPOQC mission

description: Data for the emulating the losses for CV payload of the SPOQC mission.