cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aus6k2
title: Occurrence Download

description: A dataset containing 24083408 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 24083408 records were derived from 58788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015627-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7andwa
title: Occurrence Download

description: A dataset containing 3821 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 Ajania Poljakov"
 ]
}

 The dataset includes 3821 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010911-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg4evj
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monomorium indicum Forel, 1902)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072338-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evao0p
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077569-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmenk8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014009-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyv6wg
title: Occurrence Download

description: A dataset containing 295959113 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 {
 "or" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Sweden",
 "Country is France",
 "Country is Finland",
 "Country is Germany",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 295959113 records from 2876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006737-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpt7tc
title: Occurrence Download

description: A dataset containing 7266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Oregon, California, Washington (State))",
 "TaxonKey is Strix varia Barton, 1799",
 "Year 2009-2020"
 ]
}

 The dataset includes 7266 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010575-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ywgu3
title: Occurrence Download

description: A dataset containing 11799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (South America, North America)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Morus alba L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 11799 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010576-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28749752
title: Beijing subway station_rainfall_20230601-20230831

description: Rainfall data during the 2023 flood season in Beijing30 minute time granularity
DOI: 10.5281/zenodo.15265899
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Flora S. Fender, http://www.wikidata.org/entity/Q134008184. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q134008184
DOI: 10.5281/zenodo.15265900
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Flora S. Fender, http://www.wikidata.org/entity/Q134008184. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q134008184
DOI: 10.15468/dl.muqbdr
title: Occurrence Download

description: A dataset containing 89876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus carica L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 89876 records from 706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010563-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5767gh
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Borreria hispida (L.) K.Schum."
 ]
}

 The dataset includes 208 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010577-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7hvnv
title: Occurrence Download

description: A dataset containing 42930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Guatemala",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "Year 2020-2025"
 ]
}

 The dataset includes 42930 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010578-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm6cgd
title: Occurrence Download

description: A dataset containing 147351368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidoptera"
 ]
}

 The dataset includes 147351368 records from 11063 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010553-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5vbfr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Rhoicissus tridentata",
 "Geometry POLYGON((29.0 -26.5, 31.5 -26.5, 31.5 -24.5, 29.0 -24.5, 29.0 -26.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004879-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7x5gaa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Schmidtia pappophoroides",
 "Geometry POLYGON((29.0 -26.5, 31.5 -26.5, 31.5 -24.5, 29.0 -24.5, 29.0 -26.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004880-250525065834625/datasets/export for details.
DOI: 10.15468/dl.yaz24k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Searsia longispina",
 "Geometry POLYGON((29.0 -26.5, 31.5 -26.5, 31.5 -24.5, 29.0 -24.5, 29.0 -26.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004881-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/11981956
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.3535/bgx-esq-yzg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fma-qh7-56x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.e5u64r
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis peruviana",
 "Country is Rwanda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022319-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/n6p-588-pmj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whw-r6a-bjn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wh-30y-78t
title: Lacertidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wj0-nah-z06
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3w1-0jy-npg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12805706
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/9hc-v1v-4d5
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn2-8hy-8yt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0z-0nc-0mn
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zkp-ggk-v3m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gea-mqg-px8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j0w-r9l-m6x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0x-ern-pzj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82j-st3-prt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rtj-74y-l4l
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59m-2v7-vj5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tdy-r1m-p6c
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qp5-787-dg4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ds4-v99-5xc
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/my3-l3r-ts9
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ked-26c-7k6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vnr-ejt-m3y
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pr-spc-aw6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jga-t9c-nsb
title: Lamna

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whm-2jz-2vp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kz6-wbc-qrg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x5h-d4m-ywx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/39n-ml5-tr4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtz-vty-2hk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gb9-5z7-3m7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rp1-nmp-s0y
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2f-pd1-qtl
title: Amphibia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a86-axk-hgd
title: Elaphe

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cy8-581-5ek
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3l1-7z8-21m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/73c-pfv-wh1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6rp-ve7-e5d
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/49c-271-zbp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y3y-nvs-cxy
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3a-zpv-13t
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vvl-x13-86n
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ffs2zq
title: Occurrence Download

description: A dataset containing 1908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antrostomus noctitherus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1908 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081396-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxh7t4
title: Occurrence Download

description: A dataset containing 2116879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Year 2023-2025"
 ]
}

 The dataset includes 2116879 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081356-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kebm5c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pennisetum polystachion",
 "Country is Myanmar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081393-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8pn6d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pennisetum polystachion",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081395-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxcg8m
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Uruguay",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nycticryphes semicollaris (Vieillot, 1816)"
 ]
}

 The dataset's 2 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011411-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15305274
title: Simulated In-Flight Wing Structural Dynamics Dataset

description: These data represent the structural dynamics of a wing in flight, simulated using the LltBeam simulator (GitHub).

LLTBeam is a fast and efficient simulator for computing the dynamic structural response of a wing subjected to aerodynamic loads. It combines:

- Lifting-line theory (LLT) to compute spanwise aerodynamic forces

- An Euler–Bernoulli beam finite element model (FEM) with a cantilever configuration to simulate structural dynamics

Aerodynamic loads are derived from flight conditions and projected onto the structural model, which is then integrated over time using the Newmark scheme. The framework supports time-domain simulations of flexible wings under a wide range of flight scenarios.

The `flight_data` folder contains raw flight information used to compute the aerodynamic loads. It includes extensive data, some of which may not be used in the simulations.

The `simulation_results` folder contains simulation outputs for each flight. These form the core dataset for training or analysis purposes. Each file includes both the structural dynamic responses and the corresponding flight conditions used during the simulation.

Finally, the `simulation_and_wing_characteristics` folder contains metadata related to wing properties and simulation parameters.

This dataset was generated using the `run/run.py` script in the LLTBeam repository, together with the wing definitions found in the `wing_data` folder.
DOI: 10.5281/zenodo.15305275
title: Simulated In-Flight Wing Structural Dynamics Dataset

description: These data represent the structural dynamics of a wing in flight, simulated using the LltBeam simulator (GitHub).

LLTBeam is a fast and efficient simulator for computing the dynamic structural response of a wing subjected to aerodynamic loads. It combines:

- Lifting-line theory (LLT) to compute spanwise aerodynamic forces

- An Euler–Bernoulli beam finite element model (FEM) with a cantilever configuration to simulate structural dynamics

Aerodynamic loads are derived from flight conditions and projected onto the structural model, which is then integrated over time using the Newmark scheme. The framework supports time-domain simulations of flexible wings under a wide range of flight scenarios.

The `flight_data` folder contains raw flight information used to compute the aerodynamic loads. It includes extensive data, some of which may not be used in the simulations.

The `simulation_results` folder contains simulation outputs for each flight. These form the core dataset for training or analysis purposes. Each file includes both the structural dynamic responses and the corresponding flight conditions used during the simulation.

Finally, the `simulation_and_wing_characteristics` folder contains metadata related to wing properties and simulation parameters.

This dataset was generated using the `run/run.py` script in the LLTBeam repository, together with the wing definitions found in the `wing_data` folder.