cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z958ts
title: Occurrence Download

description: A dataset containing 806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.73023 51.52457,-2.32768 51.39862,-2.09844 51.70128,-2.4472 51.74899,-2.57073 51.67933,-2.73023 51.52457))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strix aluco Linnaeus, 1758",
 "Year 2003-2023"
 ]
}

 The dataset includes 806 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020597-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5cpyr
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Myotis laniger (Peters, 1871)"
 ]
}

 The dataset includes 81 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073856-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpkt0o
title: Occurrence Download

description: A dataset containing 1903 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plumeria rubra L."
 ]
}

 The dataset includes 1903 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024334-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zjcuw
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eirenis lineomaculatus Schmidt, 1939"
 ]
}

 The dataset includes 57 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007658-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnf6dw
title: Occurrence Download

description: A dataset containing 15330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus Latreille, 1802",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Xerces Society - Bumble Bee Watch)",
 "Geometry POLYGON((-74 41,-59.5 41,-59.5 49.5,-74 49.5,-74 41))"
 ]
}

 The dataset includes 15330 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245517-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6wuec
title: Occurrence Download

description: A dataset containing 276537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 276537 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045649-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv2h9u
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eirenis punctatolineatus (Boettger, 1892)"
 ]
}

 The dataset includes 82 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007684-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8hwz9
title: Occurrence Download

description: A dataset containing 1090344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-37.30327 2.30342,8.53988 2.30342,8.53988 28.00738,-37.30327 28.00738,-37.30327 2.30342))",
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1090344 records from 514 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045653-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3c95d
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Luma chequen (Molina) A.Gray"
 ]
}

 The dataset includes 379 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247657-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj875s
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus edelfeltii King"
 ]
}

 The dataset includes 130 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007588-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfooaf
title: Occurrence Download

description: A dataset containing 134242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is Indonesia",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 134242 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045649-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksaaq4
title: Occurrence Download

description: A dataset containing 4798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koelreuteria paniculata Laxm."
 ]
}

 The dataset includes 4798 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247649-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vf222
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryphantha werdermannii Boed."
 ]
}

 The dataset includes 32 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149394-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsdftk
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Contopus albogularis (Berlioz, 1962)"
 ]
}

 The dataset includes 160 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007690-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mebdg
title: Occurrence Download

description: A dataset containing 276537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 276537 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045664-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwbb5e
title: Occurrence Download

description: A dataset containing 29371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liriodendron tulipifera L."
 ]
}

 The dataset includes 29371 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247663-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hexxnd
title: Occurrence Download

description: A dataset containing 3311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium arenarium Loisel."
 ]
}

 The dataset includes 3311 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007630-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbmmym
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleistes rosea Lindl."
 ]
}

 The dataset includes 870 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149396-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyu1z7
title: Occurrence Download

description: A dataset containing 1000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chilomeniscus stramineus Cope, 1860"
 ]
}

 The dataset includes 1000 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045685-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8cjxd
title: Occurrence Download

description: A dataset containing 4687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Grus monacha Temminck, 1835"
 ]
}

 The dataset includes 4687 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032627-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15223013
title: Data for "Swinging small quantum systems out of available values of control parameters"

description: This upload contains the data presented in the article "Swinging small quantum systems out of available values of control parameters", arXiv:2504.07023. The gnuplot scripts for reproducing the drawings are also included. 
description: This research was supported by the Science Research Project of the Anhui Educational Committee (2023AH050073) and by the National Science Centre (NCN, Poland) within the OPUS project No. 2023/49/B/ST2/03744 (TS)
DOI: 10.5281/zenodo.15223014
title: Data for "Swinging small quantum systems out of available values of control parameters"

description: This upload contains the data presented in the article "Swinging small quantum systems out of available values of control parameters", arXiv:2504.07023. The gnuplot scripts for reproducing the drawings are also included. 
description: This research was supported by the Science Research Project of the Anhui Educational Committee (2023AH050073) and by the National Science Centre (NCN, Poland) within the OPUS project No. 2023/49/B/ST2/03744 (TS)
DOI: 10.5281/zenodo.15629484
title: Data for "Swinging small quantum systems out of available values of control parameters"

description: This upload contains the data presented in the article "Swinging small quantum systems out of available values of control parameters", arXiv:2504.07023. The gnuplot scripts for reproducing the drawings are also included. 
description: This research was supported by the Science Research Project of the Anhui Educational Committee (2023AH050073) and by the National Science Centre (NCN, Poland) within the OPUS project No. 2023/49/B/ST2/03744 (TS)
DOI: 10.5281/zenodo.14037047
title: Synthetic Multimodal Drone Delivery Dataset (V2 available: 10.5281/zenodo.15124580)

description: Please check V2 10.5281/zenodo.15124580

 

V2 link
DOI: 10.5281/zenodo.14037046
title: Synthetic Multimodal Drone Delivery Dataset

description: README: Synthetic Logistics Dataset Structure and Components

This dataset provides a structured representation of logistics data designed to evaluate and optimize hybrid truck-and-drone delivery networks. It captures a comprehensive set of parameters essential for modeling real-world logistics scenarios, including spatial coordinates, environmental conditions, and operational constraints. The data is meticulously organized into distinct keys, each representing a critical aspect of the delivery network, enabling researchers and practitioners to conduct flexible and in-depth analyses.  

The dataset is a curated subset derived from the research presented in the paper "Synthetic Dataset Generation for Optimizing Multimodal Drone Delivery Systems" by Altinsel et al. (2024), published in Drones. It serves as a practical resource for studying the interplay between ground-based and aerial delivery systems, with a focus on efficiency, environmental impact, and operational feasibility.  

Altinses, D., Torres, D. O. S., Gobachew, A. M., Lier, S., & Schwung, A. (2024). Synthetic Dataset Generation for Optimizing Multimodal Drone Delivery Systems. Drones (2504-446X), 8(12).

Each data file contains information on ten customer locations, specified by their x and y coordinates, which facilitate the modeling of delivery routes and service areas. Additionally, the dataset includes communication data represented as a two-dimensional grid, which can be used to assess signal strength, connectivity, or other network-related factors that influence drone operations.  

A key feature of this dataset is the inclusion of wind data, structured as a two-dimensional grid with four distinct features per grid point. These features likely represent wind velocity components (such as horizontal and vertical directions) along with auxiliary parameters like turbulence intensity or wind shear, which are crucial for drone path planning and energy consumption estimation. The wind data enables researchers to simulate realistic environmental conditions and evaluate their impact on drone performance, stability, and battery life.  

By integrating geospatial, environmental, and operational data, this dataset supports a wide range of applications, from route optimization and energy efficiency studies to risk assessment and resilience planning in multimodal delivery systems. Its synthetic nature ensures reproducibility while maintaining relevance to real-world logistics challenges, making it a valuable tool for advancing research in drone-assisted delivery networks.  

 

The 4 wind channels represent:





X and Y (Grid Positions)





These define where the arrows start (usually a meshgrid).






U and V (Arrow Directions)





U = Horizontal component (e.g., gradient in x).




V = Vertical component (e.g., gradient in y).





 

How to load the files using Python:

data = np.loadtxt('data.txt')

#### Just for Wind data:

data = data.reshape((4,16,16))
DOI: 10.15468/dl.mhur9k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capensibufo magistratus Channing, Measey, De Villiers, Turner & Tolley, 2017",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032628-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ujdevd
title: Occurrence Download

description: A dataset containing 9714610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9714610 records from 2361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032614-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxnc46
title: Occurrence Download

description: A dataset containing 3506 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithraea molleoides (Vell.) Engl."
 ]
}

 The dataset includes 3506 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120352-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.121071
title: NÉCROPOLE THÉBAINE_nu_2007_04599

description: Référence : nu_2007_04599<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_22 (Ouah)); TT_22 (Ouah)<br />Type : photographie<br />
DOI: 10.15468/dl.tqvgc4
title: Occurrence Download

description: A dataset containing 693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea mexicana Zucc.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is False",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is less than 180",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 693 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004367-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.121072
title: NÉCROPOLE THÉBAINE_nu_2007_04600

description: Référence : nu_2007_04600<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_22 (Ouah)); TT_22 (Ouah)<br />Type : photographie<br />
DOI: 10.15468/dl.ep27wc
title: Occurrence Download

description: A dataset containing 7224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodus rotundus (E.Geoffroy, 1810)",
 "Year 1970-2022"
 ]
}

 The dataset includes 7224 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199157-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27xsnz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is niek_2022",
 "TaxonKey is Limnoperna fortunei (Dunker, 1857)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304266-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.121073
title: NÉCROPOLE THÉBAINE_nu_2007_04601

description: Référence : nu_2007_04601<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_22 (Ouah)); TT_22 (Ouah)<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.121074
title: NÉCROPOLE THÉBAINE_nu_2007_04602

description: Référence : nu_2007_04602<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_22 (Ouah)); TT_22 (Ouah)<br />Type : photographie<br />
DOI: 10.15468/dl.e4qj79
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Cabomba caroliniana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014264-220831081235567/datasets/export for details.
DOI: 10.15468/dl.trnnws
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tagetes coronopifolia Willd."
 ]
}

 The dataset includes 283 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004356-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.121075
title: NÉCROPOLE THÉBAINE_nu_2007_04603

description: Référence : nu_2007_04603<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_22 (Ouah)); TT_22 (Ouah)<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.121076
title: NÉCROPOLE THÉBAINE_nu_2007_04604

description: Référence : nu_2007_04604<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_23 (Tjay)); TT_23 (Tjay)<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.121077
title: NÉCROPOLE THÉBAINE_nu_2007_04605

description: Référence : nu_2007_04605<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_23 (Tjay)); TT_23 (Tjay)<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.121078
title: NÉCROPOLE THÉBAINE_nu_2007_04606

description: Référence : nu_2007_04606<br />Site : Cheikh Abd el-Gourna<br />Secteur : Chapelle (TT_23 (Tjay)); TT_23 (Tjay)<br />Type : photographie<br />
DOI: 10.15468/dl.2dx53x
title: Occurrence Download

description: A dataset containing 4353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coriandrum sativum L.)",
 "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 4353 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237503-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.