cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/t4bscqlv
title: Haris, an Advanced Autonomous Mobile Robot for Smart Parking Assistance

description: The proposed system uses a sophisticated framework using computer vision techniques for object detection and automatic license plate recognition (ALPR) for reading and associating license plate numbers with location data.
DOI: 10.15468/dl.fr3ef6
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nicotiana paniculata L."
 ]
}

 The dataset includes 643 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036967-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/3s77s6n2
title: Diagnostic breast cancer

description: The dataset is used for biomedical data and contains 30 input features computed from digitalized images of needle aspirates, with binary labels malignant/benign.
DOI: 10.57702/d9m90k2j
title: Gene expression microarray data

description: The dataset is used for gene expression microarray data and contains 7129 genes from 38 patients with either acute myeloid leukemia or acute lymphoblastic leukemia.
DOI: 10.57702/u2yxdqnx
title: Diagnostic breast cancer (contaminated)

description: The dataset is used for biomedical data and contains 30 input features computed from digitalized images of needle aspirates, with binary labels malignant/benign. The dataset is contaminated with 30 additional features drawn from a N(0, 1) distribution.
DOI: 10.57702/5vgmp8t5
title: Mask-guided Vision Transformer for Few-Shot Learning

description: The proposed MG-ViT model is used for few-shot learning on the Agri-ImageNet and ACFR apple detection tasks.
DOI: 10.57702/pgfri4uo
title: Banking transaction dataset

description: Banking transaction dataset containing 2.7 million credit card transactions for 46K cardholders.
DOI: 10.57702/jgka1p3b
title: Argoverse: 3D tracking and forecasting with rich maps

description: The Argoverse dataset includes 65 training and 24 validation sequences recorded in Miami and Pittsburgh.
DOI: 10.57702/gj9viv7q
title: Grid-world task

description: The dataset used in this paper is the Grid-world task, which is a simple grid-based environment. The dataset is used to evaluate the performance of the Self-correcting Q-learning algorithm.
DOI: 10.57702/x48ihts9
title: Cliff-walking task

description: The dataset used in this paper is the Cliff-walking task, which is a simple grid-based environment. The dataset is used to evaluate the performance of the Self-correcting Q-learning algorithm.
DOI: 10.57702/tmyvrfgb
title: COVID-19 chest X-ray dataset

description: COVID-19 chest X-ray dataset is the largest open access benchmark dataset in terms of the number of COVID-19 positive patient cases.
DOI: 10.57702/vd9y1fjw
title: Nerthus dataset

description: Nerthus dataset contains 5176 frames of colonoscopy images from 21 videos.
DOI: 10.57702/f0wwxdpw
title: Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

description: Multivariate Time-Series (MTS) data is crucial in various application fields. With its sequential and multi-source (multiple sensors) properties, MTS data inherently exhibits Spatial-Temporal (ST) dependencies, involving temporal correlations between timestamps and spatial correlations between sensors in each timestamp.
DOI: 10.57702/rwrk492w
title: MOSAIC: Multi-Object Segmented Arbitrary Stylization Using CLIP

description: A dataset for multi-object segmented arbitrary stylization using CLIP
DOI: 10.57702/7j8x16ew
title: Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation

description: The dataset is used for unconditional text generation, and the authors propose a novel mechanism to improve the generator by adding a filter which has the same input as the discriminator.
DOI: 10.57702/ydmdlcn6
title: Ondřejov 2 m Perek Telescope Spectra

description: The dataset is a collection of spectra of stars from the Ondřejov 2 m Perek telescope.
DOI: 10.57702/sodky5zs
title: LAMOST DR2 Spectra

description: The dataset is a collection of spectra of stars from the LAMOST DR2 survey.
DOI: 10.5281/zenodo.12614519
title: The effect of nonlinear observation operators for visible and infrared radiances in ensemble data assimilation

description: Dataset to accompany the manuscript "The effect of nonlinear observation operators for visible and infrared radiances in ensemble data assimilation"

Contains 



raw_datanature run initial conditions (WRF format)forecast ensemble initial conditions (WRF format)

diagnosticsobs_seq.final for each experiment (DART format)- linear posterior with ending "-linear"- nonlinear posterior with ending "-evaluate" at 30s after analysis time

codescript to read "obs_seq.final"-files into pandas.DataFrame (python format)config files DART-WRF for each experiment (python format)obs_seq.out file for single observation experiment examples (DART format)


Experiment naming:VIS ... visible reflectance 0.6 micrometer assimilationWV73 ... infrared 7.3 micrometer assimilationobs10 ... observation density: 1 observation per 10x10 km of domain areaobs30 ... 1 observation per 30x30 kmloc10 ... localization radius: 10 kmno-inflation ... no prior nor posterior covariance inflation in the assimilationreject-small-FGD ... not assimilating observations with a small first-guess departure <= 0.03

Figure - Data:Fig 2a: VIS_obs-i211_loc20_no-inflation

Fig 2b: VIS_obs-i360_loc20_no-inflation

Fig 3: VIS_obs30_loc14_no-inflation

Fig 4, 5, 6: VIS_obs10_loc20_no-inflation, VIS_obs10_loc20_no-inflation_reject-small-FGD

Fig 7: VIS_obs10_loc20_no-inflation

Fig 8: WV73_obs10_loc20_no-inflation
DOI: 10.5281/zenodo.12614518
title: Effects of nonlinear observation operators for visible and infrared radiances in ensemble data assimilation

description: Description

Dataset to accompany the first revision of the manuscript "Effects of nonlinear observation operators for visible and infrared radiances in ensemble data assimilation" for the QJRMS.

Contains - experiments (one folder per experiment)  each contains   - diagnostics (DART format) for each assimilation time    - obs_seq.final: assimilation output     - obs_seq.final-linear: contains linear posterior as "prior" ("evaluate" at +1s after analysis)    - obs_seq.final-evaluate: at analysis time (includes DART clamping), at 1s after analysis time: "nonlinear posterior"  - config file DART-WRF for each experiment (python format)

- code    assim_tools_mod.f90: DART code modification to compute the linear posterior

- other data:  see v1 of this repository!    nature run initial conditions (WRF format)    forecast ensemble initial conditions (WRF format)    script to read "obs_seq.final"-files into pandas.DataFrame (python format)

Experiment naming:VIS ... visible reflectance 0.6 micrometer assimilationWV73 ... infrared 7.3 micrometer assimilationobs10 ... observation density: 1 observation per 10x10 km of domain areaobs30 ... 1 observation per 30x30 kmloc10 ... localization radius: 10 kminf0 ... no prior nor posterior covariance inflation in the assimilationsec0 ... no sampling error correctionreject ... not assimilating observations with a small first-guess departure <= 0.03

Experiment names used in Figures

Section 3.1- Figure 2a: exp_v1.23_P2_rr+1_VIS_obsi211_loc20_inf0- Figure 2b: exp_v1.23_P2_rr+1_VIS_obsi360_loc20_inf0

Section 3.2.1 - Figure 3: exp_v1.23_P2_rr+1_VIS_obs30_loc14_inf0

Section 3.2.2- Figure 4: exp_v1.23_P2_rr+1_VIS_obs10_loc20, exp_v1.23_P2_rr+1_VIS_obs10_loc20_reject

Section 3.3- Figures 5a,c: exp_v1.23_P2_rr+1_T2M_obs10_loc20_inf0_sec0- Figures 5b,5d,7a: exp_v1.23_P2_rr+1_VIS_obs10_loc20_inf0_sec0- Figure 6a,6b,7b: exp_v1.23_P2_rr+1_WV73_obs10_loc20_inf0_sec0
DOI: 10.5281/zenodo.14501707
title: Effects of nonlinear observation operators for visible and infrared radiances in ensemble data assimilation

description: Description

Dataset to accompany the first revision of the manuscript "Effects of nonlinear observation operators for visible and infrared radiances in ensemble data assimilation" for the QJRMS.

Contains - experiments (one folder per experiment)  each contains   - diagnostics (DART format) for each assimilation time    - obs_seq.final: assimilation output     - obs_seq.final-linear: contains linear posterior as "prior" ("evaluate" at +1s after analysis)    - obs_seq.final-evaluate: at analysis time (includes DART clamping), at 1s after analysis time: "nonlinear posterior"  - config file DART-WRF for each experiment (python format)

- code    assim_tools_mod.f90: DART code modification to compute the linear posterior

- other data:  see v1 of this repository!    nature run initial conditions (WRF format)    forecast ensemble initial conditions (WRF format)    script to read "obs_seq.final"-files into pandas.DataFrame (python format)

Experiment naming:VIS ... visible reflectance 0.6 micrometer assimilationWV73 ... infrared 7.3 micrometer assimilationobs10 ... observation density: 1 observation per 10x10 km of domain areaobs30 ... 1 observation per 30x30 kmloc10 ... localization radius: 10 kminf0 ... no prior nor posterior covariance inflation in the assimilationsec0 ... no sampling error correctionreject ... not assimilating observations with a small first-guess departure <= 0.03

Experiment names used in Figures

Section 3.1- Figure 2a: exp_v1.23_P2_rr+1_VIS_obsi211_loc20_inf0- Figure 2b: exp_v1.23_P2_rr+1_VIS_obsi360_loc20_inf0

Section 3.2.1 - Figure 3: exp_v1.23_P2_rr+1_VIS_obs30_loc14_inf0

Section 3.2.2- Figure 4: exp_v1.23_P2_rr+1_VIS_obs10_loc20, exp_v1.23_P2_rr+1_VIS_obs10_loc20_reject

Section 3.3- Figures 5a,c: exp_v1.23_P2_rr+1_T2M_obs10_loc20_inf0_sec0- Figures 5b,5d,7a: exp_v1.23_P2_rr+1_VIS_obs10_loc20_inf0_sec0- Figure 6a,6b,7b: exp_v1.23_P2_rr+1_WV73_obs10_loc20_inf0_sec0
DOI: 10.15468/dl.f3sqcz
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tremoctopodidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036969-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/k6xgjytp
title: LIFT OFF: LoRaWAN Installation and Fiducial Tracking Operations for the Flightline of the Future

description: GPS tracking data for personnel and support equipment on a flightline, and fiducial tracking data for aircraft using AprilTags
DOI: 10.15468/dl.jv932f
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nolana humifusa (Gouan) I.M.Johnst."
 ]
}

 The dataset includes 722 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036970-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/4j4ndi5b
title: AprilTags

description: AprilTags are small, distinctive black and white square tags used for fiducial tracking
DOI: 10.57702/5yoguv7p
title: LoRaWAN

description: LoRaWAN is a type of wireless communication technology used for low-power, long-range communication
DOI: 10.57702/0n0osr4n
title: BraTS 2020 Challenge

description: The BraTS 2020 challenge dataset is a multimodal MRI brain tumor segmentation dataset. It contains 369 subjects with 4 MRI modalities (T2 weighted FLAIR, T1 weighted, T1 weighted post contrast, and T2 weighted MRI).
DOI: 10.57702/m8o7i8ib
title: Bacterial RNA Polymerase Real Dataset

description: Real cryo-ET dataset containing bacterial RNA polymerase structures
DOI: 10.57702/lugb8t5y
title: KRAS-HRAS dataset

description: The KRAS-HRAS dataset contains protein structures belonging to the KRAS and HRAS subfamilies of RAS. There is a total of 233 structures, 77 and 156 belonging to KRAS and HRAS respectively.
DOI: 10.57702/4ptuwxiz
title: PSI-BLAST dataset

description: The PSI-BLAST dataset contains protein structures obtained from a PSI-BLAST search using RAS sequences. This set was generated to test the ability of neural networks to classify between RAS structures and structures that closely resemble RAS, but do not belong to the family.
DOI: 10.57702/rruwa2xy
title: Describing Textures in the Wild

description: Describing Textures in the Wild dataset contains texture images with varying lighting conditions.
DOI: 10.57702/evvxd1j0
title: Object detection in 20 years: A survey

description: Object detection in 20 years: A survey dataset contains object detection tasks.
DOI: 10.57702/3emqmbc2
title: YOLOv4: Optimal speed and accuracy of object detection

description: YOLOv4 dataset contains object detection tasks.
DOI: 10.57702/rrhv8wo0
title: Traffic Flow Estimation Recovery using Limited Data

description: The dataset used in the paper for traffic flow estimation recovery using limited data.
DOI: 10.57702/phrs5veb
title: Multi-view segmentation in Remote Sensing (RS) scenes

description: Multi-view segmentation in Remote Sensing (RS) seeks to segment images from diverse perspectives within a scene.
DOI: 10.57702/dlr1l61j
title: Deep learning for 3D building reconstruction: A review

description: Deep learning for 3D building reconstruction: A review
DOI: 10.57702/wt1dmzn3
title: Implicit ray-transformers for multi-view remote sensing image segmentation

description: Implicit ray-transformers for multi-view remote sensing image segmentation
DOI: 10.57702/p9mruelg
title: Towards Online Sign Language Recognition and Translation

description: Sign language recognition is a task to bridge the communication gap between the deaf and the hearing. The authors propose a practical online sign language recognition framework.
DOI: 10.15468/dl.q6vga2
title: Occurrence Download

description: A dataset containing 80404 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephippidae"
 ]
}

 The dataset includes 80404 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036968-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxkj4f
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psephotus dissimilis Collett, 1898"
 ]
}

 The dataset includes 198 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003571-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15146556
title: Table 1 in A new macrolepidopteran moth (Insecta, Lepidoptera, Geometridae) in Miocene Dominican amber

description: Table 1. Fossil records of Geometridae.
SubfamilyGenusSpeciesLife cycleEpochLocality/CountryReferenceNote1EnnominaeAngerona† A. electrinaadultpossibly Holocenenot statedGiebel 1862; Sohn et al. 2012Kusnezov (1941) treated this species as Macrolepidoptera incertae sedis.2Ennominae† Eogeometer† E. vadenslarvaLate Eocene-Early OligoceneBalticFischer et al. 20193EnnominaeHyperythraH. lutea?adultLate PleistoceneTanzaniaEvers 1907Kozlov (1988) considered this specimen as Geometridites sp.4Ennominae† Problongos† P. baudiliensisadultLate MioceneFranceMérit and Mérit 2008Sohn et al. (2012) disputed the Geometridae affiliation of Problongos baudiliensis.5LarentiinaeHydriomena?† H.? protritaadultLate EoceneUSACockerell 19226unassigned† Geometridites† G. jordaniadultLate PlioceneGermanyKernbach 19677unassigned† G. repenslarvaLate PlioceneGermanyKernbach 19678unassigned† G. larentiiformisadultLate EoceneUnited KingdomJarzembowski 19809unassigned† Phalaenites† P. crenatusadultEarly MioceneCroatiaHeer 184910unassigned† P. obsoletusadultEarly MioceneCroatiaHeer 184911unassigned† P. proserpinaeadultLate Oligocene-Early MioceneFranceHeer 1861Kozlov (1988) considered this species as Geometridites sp.12unassignednot statednot statedadultMioceneDominican RepublicGrimaldi and Engel 2005: 568, fig. 13: 2413unassignednot statednot statedlarvaMioceneDominican RepublicGrimaldi and Engel 2005: 588, fig. 13: 5814unassignednot statednot statedadultMioceneDominican RepublicGrimaldi and Engel 2005: 588, fig. 13: 59, 6015unassignednot statednot statedadultLate CretaceousNew ZealandHarris and Raine 2002: 461, fig. 1Sohn et al. (2012) treated this as a questionable geometrid fossil.16unassignednot statednot statedpupaLate PleistoceneJapanFIRGNE 1990: 101, fig. 10.3.1FIRGNE is Fossil Insect Research Group for Nojiri-ko Excavation.17unassignednot statednot statednot statedPleistocene-HoloceneBenin and GuineaHandlirsch 1908: 113318unassignednot statednot statednot statedMiddle EoceneLutetianLewis 1992: 16
†: extinct.
description: Published as part of Zhang, Weiting, Shih, Chungkun, Shih, YuHong & Ren, Dong, 2020, A new macrolepidopteran moth (Insecta, Lepidoptera, Geometridae) in Miocene Dominican amber, pp. 73 in ZooKeys 965 on page 73, DOI: 10.3897/zookeys.965.54461
DOI: 10.15468/ccjgny
title: L. IS dataset. Cyanoprocaryota, Lichens, Bryophyte

description: L. IS dataset (Cyanoprocaryota, Lichens, Bryophyte) included data of preserved specimens, literary data, observations.
DOI: 10.15468/x2hjnp
title: Field Museum of Natural History (Botany) Fungi Collection

description: Fungi Collections
DOI: 10.15468/zychiy
title: CRIS data set

description: Dataset from CRIS
DOI: 10.5067/0ggpb220ex6a
title: Daily 4 km Gridded SWE and Snow Depth from Assimilated In-Situ and Modeled Data over the Conterminous US, Version 1
DOI: 10.5281/zenodo.15146555
title: Table 1 in A new macrolepidopteran moth (Insecta, Lepidoptera, Geometridae) in Miocene Dominican amber

description: Table 1. Fossil records of Geometridae.
SubfamilyGenusSpeciesLife cycleEpochLocality/CountryReferenceNote1EnnominaeAngerona† A. electrinaadultpossibly Holocenenot statedGiebel 1862; Sohn et al. 2012Kusnezov (1941) treated this species as Macrolepidoptera incertae sedis.2Ennominae† Eogeometer† E. vadenslarvaLate Eocene-Early OligoceneBalticFischer et al. 20193EnnominaeHyperythraH. lutea?adultLate PleistoceneTanzaniaEvers 1907Kozlov (1988) considered this specimen as Geometridites sp.4Ennominae† Problongos† P. baudiliensisadultLate MioceneFranceMérit and Mérit 2008Sohn et al. (2012) disputed the Geometridae affiliation of Problongos baudiliensis.5LarentiinaeHydriomena?† H.? protritaadultLate EoceneUSACockerell 19226unassigned† Geometridites† G. jordaniadultLate PlioceneGermanyKernbach 19677unassigned† G. repenslarvaLate PlioceneGermanyKernbach 19678unassigned† G. larentiiformisadultLate EoceneUnited KingdomJarzembowski 19809unassigned† Phalaenites† P. crenatusadultEarly MioceneCroatiaHeer 184910unassigned† P. obsoletusadultEarly MioceneCroatiaHeer 184911unassigned† P. proserpinaeadultLate Oligocene-Early MioceneFranceHeer 1861Kozlov (1988) considered this species as Geometridites sp.12unassignednot statednot statedadultMioceneDominican RepublicGrimaldi and Engel 2005: 568, fig. 13: 2413unassignednot statednot statedlarvaMioceneDominican RepublicGrimaldi and Engel 2005: 588, fig. 13: 5814unassignednot statednot statedadultMioceneDominican RepublicGrimaldi and Engel 2005: 588, fig. 13: 59, 6015unassignednot statednot statedadultLate CretaceousNew ZealandHarris and Raine 2002: 461, fig. 1Sohn et al. (2012) treated this as a questionable geometrid fossil.16unassignednot statednot statedpupaLate PleistoceneJapanFIRGNE 1990: 101, fig. 10.3.1FIRGNE is Fossil Insect Research Group for Nojiri-ko Excavation.17unassignednot statednot statednot statedPleistocene-HoloceneBenin and GuineaHandlirsch 1908: 113318unassignednot statednot statednot statedMiddle EoceneLutetianLewis 1992: 16
†: extinct.
description: Published as part of Zhang, Weiting, Shih, Chungkun, Shih, YuHong & Ren, Dong, 2020, A new macrolepidopteran moth (Insecta, Lepidoptera, Geometridae) in Miocene Dominican amber, pp. 73 in ZooKeys 965 on page 73, DOI: 10.3897/zookeys.965.54461
DOI: 10.5439/1349884
title: cldtype

description: Cloud type classification
DOI: 10.5439/1726254
title: Planetary Boundary Layer Height derived from Doppler Lidar (DL) data

description: The PBLHT is derived from the Doppler Lidar data.
DOI: 10.15468/dl.xhhhjj
title: Occurrence Download

description: A dataset containing 74506836 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 74506836 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000778-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.928646
title: HolVol: Reconstructed volcanic stratospheric sulfur injections and aerosol optical depth for the Holocene (9500 BCE to 1900 CE)

description: Based on a set of continuous sulfate records from a suite of ice cores from Greenland and Antarctica, the HolVol v.1.0 database includes estimates of the magnitudes and approximate source latitudes of major volcanic stratospheric sulfur injection (VSSI) events for the Holocene (from 9500 BCE or 11500 year BP to 1900 CE), constituting an extension of the previous record by 7000 years. The database incorporates new-generation ice-core aerosol records with sub-annual temporal resolution and demonstrated sub-decadal dating accuracy and precision. By tightly aligning and stacking the ice-core records on the WD2014 chronology from Antarctica we resolve long-standing previous inconsistencies in the dating of ancient volcanic eruptions that arise from biased (i.e. dated too old) ice-core chronologies over the Holocene for Greenland. A long-term latitudinally and monthly resolved stratospheric aerosol optical depth (SAOD) time series is reconstructed from the HolVol VSSI estimates, representing the first such reconstruction Holocene-scale reconstruction constrained by Greenland and Antarctica ice cores. These new long-term reconstructions of past VSSI and SAOD variability confirm evidence from regional volcanic eruption chronologies (e.g., from Iceland) in showing that the early Holocene (9500-7000 BCE) experienced a higher number of volcanic eruptions (+16%) and cumulative VSSI (+86%) compared to the past 2,500 years. This increase is coinciding with then rapidly retreating ice sheets during deglaciation, providing context for potential future increases of volcanic activity in regions under projected glacier melting in the 21st century.
DOI: 10.17632/ggb4h4fxf4.1
title: dat_nppr_2025_amano

description: The data measured the risk of relapse drinking in a group of patients with alcohol use disorder who received combined cognitive-behavioral therapy and attention bias modification practice, as well as in a group that received cognitive-behavioral therapy alone.