cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13140/rg.2.2.21435.68647
title: Los mejores analistas de geopolítica de México
DOI: 10.13140/rg.2.2.34857.45929
title: Familias y personas más ricas del mundo (1450-2025)
DOI: 10.13140/rg.2.2.13047.07842
title: La burbuja de la tecnología y sus nuevos billonarios de Asia (2023-¿?)
DOI: 10.15468/dl.f35gfr
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is Amblyopsidae"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023421-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17561577
title: Underwater images collected by a Kite surf in Le-Morne-La-Pointe, Mauritius - 2019-09-18

description: This dataset was collected by a Kite surf in Le-Morne-La-Pointe, Mauritius - 2019-09-18. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.15468/dl.jvhqr8
title: Occurrence Download

description: A dataset containing 5542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sri Lanka",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "OccurrenceStatus is Present",
 "TaxonKey is Zosterops ceylonensis",
 "Year 2010-2024"
 ]
}

 The dataset includes 5542 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023425-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.26468.85124
title: Las personas más ricas del mundo (2020-2025)
DOI: 10.15468/dl.fm3c9u
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mauritia flexuosa"
 ]
}

 The dataset's 2 records were derived from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023424-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16402.52169
title: Los mejores analistas de geopolítica del mundo (1904-2025)
DOI: 10.15468/dl.t5kghy
title: Occurrence Download

description: A dataset containing 3714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Sri Lanka",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gracula ptilogenys",
 "Year 2010-2024"
 ]
}

 The dataset includes 3714 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023426-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6944
title: OpenTextVault
DOI: 10.13140/rg.2.2.29824.29442
title: Posiciones geopolíticas de España (1450-1898)
DOI: 10.57967/hf/6945
title: OpenTextVault_FromTheNetwork
DOI: 10.13140/rg.2.2.23113.40804
title: Los mejores analistas de Geopolitica en el año (2025)
DOI: 10.15468/dl.qrh2a3
title: Occurrence Download

description: A dataset containing 9436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaethria anna"
 ]
}

 The dataset includes 9436 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023428-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnyc3s
title: Occurrence Download

description: A dataset containing 9436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaethria anna"
 ]
}

 The dataset includes 9436 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023429-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkjjth
title: Occurrence Download

description: A dataset containing 18223886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Argentina",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18223886 records from 2328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023410-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tehrpr
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula assa-foetida L."
 ]
}

 The dataset includes 122 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209880-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bwnf5
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vanilla chamissonis Klotzsch"
 ]
}

 The dataset includes 349 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017616-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd5t9b
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galagania fragrantissima Lipsky"
 ]
}

 The dataset includes 99 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222622-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10972838
title: Optimal low thrust transfers among asteroid belt asteroids.

description: This dataset contains > 3,000,000 optimal low-thrust transfers between asteroids in the belt. It was created from the asteroids data released during the 12th edition of the Global Trajectory optimization competitions (see the official GTOC portal) and considering a spacecraft having an initial mass ms in the range [700, 8000] kg, a maximum thrust TM = 0.6 N with a specific impule Isp = 4000 s, resulting in possible initial acceleration levels in the range [7.5 1e-5, 8.6 1e-4] m/s^2.

The dataset was developed in the context of our contribution to the International Symposium on Space Flight Dynamics 2024 (ISSFD).

Starting from a sampled asteroid couple (As Af), and an initial mass ms:



The minimum time transfer tof_min is found solving the corresponding optimal control problem (in a Keplerian dynamics) and the resulting transfer recorded in a first dataset.

In some cases, for several fixed tof > tof_min the maximum final mass transfer is found solving the corresponding optimal control problem and the resulting transfer recorded in a second dataset.


Each line in the csv dataset correspond to a specific optimal transfer (randevouz) and contains the following information:

[xs, ys, zs, vxs, vys, vzs, xf, yf, zf, vxf, vyf, vzf, ms, tof, mf, MIMA, MIMA2, MIMA3, mfms_approx]

, i.e. the starting (s) spacecarft state, the final (f) spacecraft state, the starting spacecraft mass ms, the time of flight tof and the final mass mf. Several analytical approximations are also reported: MIMA, MIMA2, MIMA3, mfms_approx.

The analytical approximation MIMA is derived and published in:



Hennes, D., Izzo, D., & Landau, D. (2016, December). Fast approximators for optimal low-thrust hops between main belt asteroids. In 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 1-7). IEEE.


A second improved version (MIMA2) is derived and published in:



Izzo, D., Märtens, M., L. Beauregard ...,  G. Acciarini et al. "Asteroid Mining: ACT&Friends’ Results for the GTOC 12 Problem." to appear in Astrodynamics (Springer).


and the final one, MIMA3, is derived and published in:



G. Acciarini, Beauregard L. and Izzo, D., Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach. ISSFD conference, Darmstadt, 2024.


The MIMAs approximate the maximum initial mass a spacecarft can have to perform a given fixed time transfer (that also is, in the optimal time of flight transfer dataset ms). For these transfers no coast arc exists. In all other cases, a related analytical approach can be used to approximate mf. The result, when available is added to the dataset as mfms_approx (approximating the ratio mf/ms, an approximation for the final mass can be retreived multiplying by ms)

 

NOTE: the MIMAs and mfms_approx sometimes fail numerically or conceptually in which case a nan is reported or a 'nonsensical' number (e.g. lower than the actual starting mass).
DOI: 10.15468/dl.4zwaf4
title: Occurrence Download

description: A dataset containing 24541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caretta caretta (Linnaeus, 1758)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24541 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068585-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjzz5n
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula badrakema Koso-Pol."
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209882-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gadcb3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than or equal to 49.7427338207039",
 "DecimalLatitude is less than or equal to 49.7543747141981",
 "DecimalLongitude is greater than or equal to 82.0195991703195",
 "DecimalLongitude is less than or equal to 82.0375650302871",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209892-230224095556074/datasets/export for details.
DOI: 10.15468/dl.vaw7rr
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galanthus ×allenii Baker"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222630-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fncwy
title: Occurrence Download

description: A dataset containing 2141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vanilla planifolia Andrews"
 ]
}

 The dataset includes 2141 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017635-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tk2pce
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paspalum praecox Walter)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 393 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068586-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugaka7
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula botschantzevii Korovin"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209894-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mmcv4
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galagania gracilis (Kamelin & Pimenov) Kamelin & Pimenov"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222625-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4zv8j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Restrepia echinata Luer & R.Escobar"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101634-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nbhqb
title: Occurrence Download

description: A dataset containing 18097 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum Marshall"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2008",
 "Year is less than or equal to 2022",
 "DecimalLatitude is greater than or equal to 33.036880718917125",
 "DecimalLatitude is less than or equal to 56.47802094128505",
 "DecimalLongitude is greater than or equal to -92.82485054681834",
 "DecimalLongitude is less than or equal to -51.77540380141015",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18097 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017645-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4nczh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula baluchistanica Kitam."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209883-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bs9q9
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galanthus angustifolius Koss"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222632-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y95c74
title: Occurrence Download

description: A dataset containing 2761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex caryophyllea Latourr.",
 "Year 1960-2023"
 ]
}

 The dataset includes 2761 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101645-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47jvw9
title: Occurrence Download

description: A dataset listing the 435 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.46989 10.42466,-75.48794 10.35005,-75.49184 10.34429,-75.48696 10.32318,-75.48111 10.30494,-75.47916 10.29822,-75.48599 10.26367,-75.48501 10.24159,-75.47721 10.22238,-75.45672 10.21086,-75.44209 10.19454,-75.4216 10.1859,-75.39331 10.19166,-75.35526 10.19742,-75.32892 10.20318,-75.30746 10.22334,-75.29575 10.24351,-75.27917 10.26367,-75.25576 10.2819,-75.23722 10.2915,-75.22259 10.29438,-75.20698 10.30302,-75.1943 10.32318,-75.18747 10.35965,-75.18649 10.375,-75.19625 10.40475,-75.21186 10.42873,-75.24698 10.44312,-75.27527 10.4556,-75.28112 10.50164,-75.27234 10.5496,-75.28697 10.56686,-75.29575 10.58317,-75.3338 10.61481,-75.35917 10.6196,-75.3816 10.61673,-75.42063 10.60139,-75.45087 10.58029,-75.45477 10.55272,-75.46794 10.53737,-75.47623 10.51915,-75.47526 10.51004,-75.4694 10.499,-75.47282 10.48653,-75.47331 10.47838,-75.47184 10.46927,-75.46843 10.46015,-75.46355 10.452,-75.46989 10.42466))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset's 435 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017658-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87u3kd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macroclinium dentiferum Thiv"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017619-230530130749713/datasets/export for details.
DOI: 10.15468/dl.x63cr5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galatella saxatilis Novopokr."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222691-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yve78d
title: Occurrence Download

description: A dataset containing 2757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is Bee Biology and Systematics Laboratory",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101654-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3kjcq
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bourreria domingensis (A.DC.) Griseb."
 ]
}

 The dataset includes 46 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043635-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scytrr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferula caucasica Korovin"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209901-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq9pck
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galanthus cilicicus Baker"
 ]
}

 The dataset includes 23 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222633-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuzcfm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morelosia guildingia (Miers) Kuntze"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043637-230530130749713/datasets/export for details.
DOI: 10.15468/dl.3fuqdc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Restrepia howei Luer"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101648-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.