cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a69xet
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.733 0.340185, 110.662736 0.334618, 110.594202 0.318053, 110.529086 0.290899, 110.468991 0.253825, 110.415397 0.207743, 110.369624 0.153788, 110.332798 0.093289, 110.305826 0.027735, 110.289372 -0.04126, 110.283842 -0.111997, 110.28937 -0.182733, 110.305822 -0.251728, 110.332792 -0.317283, 110.369617 -0.377783, 110.41539 -0.431739, 110.468984 -0.477823, 110.52908 -0.514898, 110.594198 -0.542052, 110.662734 -0.558617, 110.733 -0.564185, 110.803266 -0.558617, 110.871802 -0.542052, 110.93692 -0.514898, 110.997016 -0.477823, 111.05061 -0.431739, 111.096383 -0.377783, 111.133208 -0.317283, 111.160178 -0.251728, 111.17663 -0.182733, 111.182158 -0.111997, 111.176628 -0.04126, 111.160174 0.027735, 111.133202 0.093289, 111.096376 0.153788, 111.050603 0.207743, 110.997009 0.253825, 110.936914 0.290899, 110.871798 0.318053, 110.803264 0.334618, 110.733 0.340185))"},{"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/0038223-251120083545085/datasets/export for details.
DOI: 10.15468/dl.34p4px
title: Occurrence Download

description: A dataset containing 29387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -5.914722",
 "DecimalLatitude is less than or equal to -0.914722",
 "DecimalLongitude is greater than or equal to 115.0",
 "DecimalLongitude is less than or equal to 120.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 29387 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038222-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/xw352b
title: PAN-00171927 - lower pump box

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00171927&lt;/p&gt;
description: Modified: 2025-10-29T16:34:58+01:00
DOI: 10.5281/zenodo.17805343
title: Data required to produce the figures of "Lithospheric Mantle Density Anomalies Determined From Lithosphere Thickness and Dynamic Topography" by Steinberger and Strobel published in Geodynamica

description: This repository contains all the data required to produce the figures in the research article "Lithospheric mantle density anomalies determined from lithosphere thickness and dynamic topography" by Bernhard Steinberger and Paul Strobel, published in the diamond open access journal "Geodynamica". 

den_vs_depth_offset_i.d for i=1,...,5 contain the density offset introduced by setting density anomalies in the lithosphere to zero (Figure 2a) based on tomography models sl2013+grand10 (i=1), semum2+grand10 (i=2), s40rts (i=3), savani (i=4) and gypsum (i=5). den_vs_depth_ridges_i.d contain the density anomalies averaged below mid-oceanic ridges (Figure 2b) for the same models. 

restopo-i.d for i=1,2,3 contain the observation-based residual topography for three models (Figure S4, top row) on a grid spacing of 1 degree in both latitude and longitude. dyntopo-i.d for i=1,...5 contain the computed dynamic topography based on the same five tomography models as described above, again on a 1-degree grid, with density anomalies in the continental lithosphere set to zero (Figure S1). dyntopo-io.d for i=1,...5 is the same with densities in continental lithosphere adjusted such that they stay equal to the global mean after that adjustment (Figure S2). dyntopo_ir.d for i=1,...,5 is the same with densities in continental lithosphere set to the global mean value beneath mid-ocean ridges (Figure S3). lith-i-eq.d for i=1,...,5 contain the lithosphere thickness based on the same five tomography models, with original data published in Steinberger and Becker (2018), doi:10.1016/j.tecto.2016.08.001 but on a grid where each point corresponds to the same area on the surface of the sphere . All the plots of dynamic topography, residual topography or their difference versus lithosphere thickness are computed after interpolating dynamic and residual topography to the same equal-area grid as lithosphere thickness.
DOI: 10.5281/zenodo.17805344
title: Data required to produce the figures of "Lithospheric Mantle Density Anomalies Determined From Lithosphere Thickness and Dynamic Topography" by Steinberger and Strobel published in Geodynamica

description: This repository contains all the data required to produce the figures in the research article "Lithospheric mantle density anomalies determined from lithosphere thickness and dynamic topography" by Bernhard Steinberger and Paul Strobel, published in the diamond open access journal "Geodynamica". 

den_vs_depth_offset_i.d for i=1,...,5 contain the density offset introduced by setting density anomalies in the lithosphere to zero (Figure 2a) based on tomography models sl2013+grand10 (i=1), semum2+grand10 (i=2), s40rts (i=3), savani (i=4) and gypsum (i=5). den_vs_depth_ridges_i.d contain the density anomalies averaged below mid-oceanic ridges (Figure 2b) for the same models. 

restopo-i.d for i=1,2,3 contain the observation-based residual topography for three models (Figure S4, top row) on a grid spacing of 1 degree in both latitude and longitude. dyntopo-i.d for i=1,...5 contain the computed dynamic topography based on the same five tomography models as described above, again on a 1-degree grid, with density anomalies in the continental lithosphere set to zero (Figure S1). dyntopo-io.d for i=1,...5 is the same with densities in continental lithosphere adjusted such that they stay equal to the global mean after that adjustment (Figure S2). dyntopo_ir.d for i=1,...,5 is the same with densities in continental lithosphere set to the global mean value beneath mid-ocean ridges (Figure S3). lith-i-eq.d for i=1,...,5 contain the lithosphere thickness based on the same five tomography models, with original data published in Steinberger and Becker (2018), doi:10.1016/j.tecto.2016.08.001 but on a grid where each point corresponds to the same area on the surface of the sphere . All the plots of dynamic topography, residual topography or their difference versus lithosphere thickness are computed after interpolating dynamic and residual topography to the same equal-area grid as lithosphere thickness.
DOI: 10.15468/dl.7dh2gy
title: Occurrence Download

description: A dataset containing 7958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-2.4303 51.73649,-2.42703 51.73415,-2.41776 51.73288,-2.4109 51.73288,-2.40111 51.73383,-2.39648 51.73521,-2.39202 51.73755,-2.38824 51.73989,-2.3836 51.74181,-2.37914 51.74393,-2.37794 51.74871,-2.37622 51.7536,-2.37536 51.75753,-2.37433 51.75945,-2.3788 51.7603,-2.38137 51.76008,-2.38858 51.75679,-2.39253 51.75435,-2.3994 51.75052,-2.40815 51.74925,-2.41399 51.74584,-2.42257 51.74096,-2.42892 51.73798,-2.4303 51.73649))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
}

 The dataset includes 7958 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038224-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvk6ux
title: Occurrence Download

description: A dataset containing 5536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manayunkia aestuarina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5536 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038225-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25vhd5
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum maunga"
 ]
}

 The dataset includes 511 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038226-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7184
title: Raiden-Mini-DeepSeek-V3.2-Speciale
DOI: 10.57687/fk2/vcpmgz/n8bmeb
title: EmbracePlus_DataDictionary_30ABR.xlsx

description: :unav
DOI: 10.57687/fk2/vcpmgz/6hkuuv
title: EmbracePlus_DataDictionary_23ABR.xlsx

description: :unav
DOI: 10.57687/fk2/vcpmgz/iwigks
title: [TEASER]EmbracePlus_Dataset_23ABR.tab

description: :unav
DOI: 10.57687/fk2/vcpmgz/ocyagd
title: EEG_DataDictionary_23ABR.xlsx

description: :unav
DOI: 10.57687/fk2/vcpmgz/hiojhv
title: [TEASER]EEG_Dataset_30ABR.tab

description: :unav
DOI: 10.15468/dl.m4e5eq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.388 0.341185, 101.317736 0.335618, 101.249202 0.319053, 101.184086 0.291899, 101.123991 0.254825, 101.070397 0.208743, 101.024624 0.154788, 100.987798 0.094289, 100.960826 0.028735, 100.944372 -0.04026, 100.938842 -0.110997, 100.94437 -0.181733, 100.960822 -0.250728, 100.987792 -0.316283, 101.024617 -0.376783, 101.07039 -0.430739, 101.123984 -0.476823, 101.18408 -0.513898, 101.249198 -0.541052, 101.317734 -0.557617, 101.388 -0.563185, 101.458266 -0.557617, 101.526802 -0.541052, 101.59192 -0.513898, 101.652016 -0.476823, 101.70561 -0.430739, 101.751383 -0.376783, 101.788208 -0.316283, 101.815178 -0.250728, 101.83163 -0.181733, 101.837158 -0.110997, 101.831628 -0.04026, 101.815174 0.028735, 101.788202 0.094289, 101.751376 0.154788, 101.705603 0.208743, 101.652009 0.254825, 101.591914 0.291899, 101.526798 0.319053, 101.458264 0.335618, 101.388 0.341185))"},{"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/0038227-251120083545085/datasets/export for details.
DOI: 10.57687/fk2/vcpmgz/amnihx
title: EEG_DataDictionary_30ABR.xlsx

description: :unav
DOI: 10.57687/fk2/vcpmgz/jo2yka
title: [TEASER]EmbracePlus_Dataset_30ABR.tab

description: :unav
DOI: 10.57687/fk2/vcpmgz/m0pbwg
title: [TEASER]EEG_Dataset_23ABR.tab

description: :unav
DOI: 10.17026/ar/pq7u1a
title: PAN-00118778 - coin/coin-related, Edward I, II of III (1272-1307-1327-1377), penny

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00118778&lt;/p&gt;
description: Modified: 2025-10-24T08:08:48+02:00
DOI: 10.15468/dl.q5j32z
title: Occurrence Download

description: A dataset containing 1943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mellivora capensis"
 ]
}

 The dataset includes 1943 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038228-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxzd6q
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylomys tumbalensis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038229-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwqzcf
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manayunkia caspica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038231-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypsyyq
title: Occurrence Download

description: A dataset containing 40328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -0.914722",
 "DecimalLatitude is less than or equal to 4.085278",
 "DecimalLongitude is greater than or equal to 115.0",
 "DecimalLongitude is less than or equal to 120.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 40328 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038230-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spw68k
title: Occurrence Download

description: A dataset listing the 77210 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Asia, North America)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1522-2025"
 ]
}

 The dataset's 77210 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038217-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k9fcg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.293 0.345185, 110.222736 0.339618, 110.154202 0.323053, 110.089086 0.295899, 110.028991 0.258825, 109.975397 0.212743, 109.929624 0.158788, 109.892798 0.098289, 109.865826 0.032734, 109.849372 -0.03626, 109.843842 -0.106997, 109.84937 -0.177733, 109.865822 -0.246728, 109.892793 -0.312283, 109.929617 -0.372784, 109.97539 -0.42674, 110.028985 -0.472823, 110.08908 -0.509898, 110.154198 -0.537052, 110.222734 -0.553617, 110.293 -0.559185, 110.363266 -0.553617, 110.431802 -0.537052, 110.49692 -0.509898, 110.557015 -0.472823, 110.61061 -0.42674, 110.656383 -0.372784, 110.693207 -0.312283, 110.720178 -0.246728, 110.73663 -0.177733, 110.742158 -0.106997, 110.736628 -0.03626, 110.720174 0.032734, 110.693202 0.098289, 110.656376 0.158788, 110.610603 0.212743, 110.557009 0.258825, 110.496914 0.295899, 110.431798 0.323053, 110.363264 0.339618, 110.293 0.345185))"},{"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/0038232-251120083545085/datasets/export for details.
DOI: 10.17026/ar/ngsnzb
title: PAN-00130391 - coin/coin-related, Claudius II Gothicus (268-270), antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00130391&lt;/p&gt;
description: Modified: 2025-10-21T09:38:14+02:00
DOI: 10.5517/ccdc.csd.cc2pn88x
title: CCDC 2492129: Experimental Crystal Structure Determination

description: Related Article: Feng Jiang, Lei Qin, Qi Sun, Shengrong He, Weinan Dong, Haifeng Zhu, Lingchen Meng, Peng Xu, Wenming Tian, Yuan Ji, Zhennan Wu, Yu Zhang, Xue Bai|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c12251
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pn8m8
title: CCDC 2492140: Experimental Crystal Structure Determination

description: Related Article: Feng Jiang, Lei Qin, Qi Sun, Shengrong He, Weinan Dong, Haifeng Zhu, Lingchen Meng, Peng Xu, Wenming Tian, Yuan Ji, Zhennan Wu, Yu Zhang, Xue Bai|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c12251
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lycqn
title: CCDC 2411512: Experimental Crystal Structure Determination

description: Related Article: Feng Jiang, Lei Qin, Qi Sun, Shengrong He, Weinan Dong, Haifeng Zhu, Lingchen Meng, Peng Xu, Wenming Tian, Yuan Ji, Zhennan Wu, Yu Zhang, Xue Bai|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c12251
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.4hm8wd
title: Occurrence Download

description: A dataset containing 2313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysanthemum makinoi"
 ]
}

 The dataset includes 2313 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038234-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c436qz
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myxicola aesthetica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 560 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038235-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxsgvn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tympanoctomys aureus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038236-251120083545085/datasets/export for details.
DOI: 10.15468/dl.83hj9n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.029 0.349185, 110.958736 0.343618, 110.890202 0.327053, 110.825086 0.299899, 110.764991 0.262825, 110.711397 0.216743, 110.665624 0.162788, 110.628798 0.102288, 110.601826 0.036734, 110.585372 -0.03226, 110.579842 -0.102997, 110.58537 -0.173733, 110.601822 -0.242729, 110.628793 -0.308283, 110.665618 -0.368784, 110.711391 -0.42274, 110.764985 -0.468823, 110.82508 -0.505898, 110.890198 -0.533052, 110.958734 -0.549617, 111.029 -0.555185, 111.099266 -0.549617, 111.167802 -0.533052, 111.23292 -0.505898, 111.293015 -0.468823, 111.346609 -0.42274, 111.392382 -0.368784, 111.429207 -0.308283, 111.456178 -0.242729, 111.47263 -0.173733, 111.478158 -0.102997, 111.472628 -0.03226, 111.456174 0.036734, 111.429202 0.102288, 111.392376 0.162788, 111.346603 0.216743, 111.293009 0.262825, 111.232914 0.299899, 111.167798 0.327053, 111.099264 0.343618, 111.029 0.349185))"},{"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/0038237-251120083545085/datasets/export for details.
DOI: 10.17026/ar/omb5bq
title: PAN-00142688 - terra sigillata plate type Drag. 18/31 and 31

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00142688&lt;/p&gt;
description: Modified: 2025-10-22T16:55:41+02:00
DOI: 10.6084/m9.figshare.30402572
title: Elastic Shape Analysis of Movement Data

description: Osteoarthritis (OA) is a highly prevalent degenerative joint disease, and the knee is the most commonly affected joint. Biomechanical factors, particularly forces exerted during walking, are often measured in modern studies of knee joint injury and OA, and understanding the relationship among biomechanics, clinical profiles, and OA has high clinical relevance. Biomechanical forces are typically represented as curves over time, but a standard practice in biomechanics research is to summarize these curves by a small number of discrete values (or <i>landmarks</i>). The objective of this work is to demonstrate the added value of analyzing full movement curves over conventional discrete summaries. We developed a shape-based representation of variation in full biomechanical curve data from the Intensive Diet and Exercise for Arthritis (IDEA) study (Messier et al. 2009, 2013), and demonstrated through nested model comparisons that our approach, compared to conventional discrete summaries, yields stronger associations with OA severity and OA-related clinical traits. Notably, our work is among the first to quantitatively evaluate the added value of analyzing full movement curves over conventional discrete summaries. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.