cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6fcnaq
title: Occurrence Download

description: A dataset containing 3800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Sisyrinchium micranthum Cav."
 ]
}

 The dataset includes 3800 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254749-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4u8jq
title: Occurrence Download

description: A dataset containing 894705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5070.0",
 "DatasetKey is Azorean Biodiversity Portal",
 "Geometry POLYGON((-32.41846 40.27282,-32.87549 38.72666,-25.6333 35.87481,-23.62939 36.55554,-25.80908 39.16414,-30.27393 40.62062,-32.41846 40.27282))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1991-2021"
 ]
}

 The dataset includes 894705 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295350-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031916
title: Cuneiform Tablet 1913.14.1532, Spurlock 1913.14.1532

description: [Text Description:] Document regarding a free citizenship ❧ [Text or Publication Number Note:] Spurlock 1913.14.1532; CDLI P421384 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) -body Dark Gray (N 2.75/ 5.5% R) -discolorations ❧ [Physical Object Note:] 5.9 x 4.4 x 2 cm (54 g)
DOI: 10.15468/dl.njbfns
title: Occurrence Download

description: A dataset containing 15061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhinolophus euryale Blasius, 1853"
 ]
}

 The dataset includes 15061 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230177-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8d6ys
title: Occurrence Download

description: A dataset containing 1273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bletilla striata (Thunb.) Rchb.f."
 ]
}

 The dataset includes 1273 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245569-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6u9h7
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((72.51286500000001 24.092429, 72.43594400000001 24.086853, 72.360936 24.07026, 72.289705 24.043066, 72.22402099999999 24.005944, 72.165508 23.959818, 72.11561 23.905832, 72.075553 23.845324, 72.046314 23.779792, 72.028598 23.710854, 72.022825 23.640214, 72.029118 23.56961, 72.047302 23.500781, 72.076913 23.435417, 72.117209 23.375121, 72.16718899999999 23.32137, 72.22561899999999 23.275479, 72.291065 23.23857, 72.361924 23.211544, 72.436463 23.19506, 72.51286500000001 23.18952, 72.58926700000001 23.19506, 72.66380700000001 23.211544, 72.73466500000001 23.23857, 72.800111 23.275479, 72.858542 23.32137, 72.908522 23.375121, 72.948818 23.435417, 72.97842900000001 23.500781, 72.996613 23.56961, 73.002905 23.640214, 72.99713199999999 23.710854, 72.979417 23.779792, 72.950177 23.845324, 72.91012000000001 23.905832, 72.860223 23.959818, 72.80171 24.005944, 72.736025 24.043066, 72.664795 24.07026, 72.589787 24.086853, 72.51286500000001 24.092429))"},{"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 127 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000640-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/viv0lylk
title: Food-101N

description: The dataset used in the paper is Food-101N, a noisy label dataset.
DOI: 10.13145/bacdive171527.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171528.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/brxt4wr4
title: Bird10

description: The Bird10 dataset is a dataset of bird species, used for training and testing deep neural networks.
DOI: 10.13145/bacdive171528.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5878/905y-hq69
title: Plasmaconcentration-time data for amoxicillin in cats
title: Plasmakoncentration-tidsdata för amoxicillin hos katt

description: The data set consist of amoxicillin plasma concentrations after treatment of six cats with three different pharmaceutical preparations and routes of administration in a non-randomized cross-over study. Moreover, data on binding to plasma proteins are included.
description: Data består av plasmakoncentrationer av amoxicillin över tid efter behandling av sex katter med tre olika beredningsformer och administrationsvägar i en orandomiserad cross-over studie. Utöver rådata finns uppgifter om proteinbindningsgrad.
DOI: 10.5878/nqcx-1h75
title: Plasmaconcentration-time data for amoxicillin in cats
title: Plasmakoncentration-tidsdata för amoxicillin hos katt

description: The data set consist of amoxicillin plasma concentrations after treatment of six cats with three different pharmaceutical preparations and routes of administration in a non-randomized cross-over study. Moreover, data on binding to plasma proteins are included.
description: Data består av plasmakoncentrationer av amoxicillin över tid efter behandling av sex katter med tre olika beredningsformer och administrationsvägar i en orandomiserad cross-over studie. Utöver rådata finns uppgifter om proteinbindningsgrad.
DOI: 10.13145/bacdive171529.20240510.9
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171529.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171530.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171530.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.18173335
title: MuCode-LoRa: Individual Simulation Runs and Aggregated Summary with Confidence Intervals

description: This dataset contains simulation results for "MuCode-LoRa: Network-Coded Uplink with Coordinated Spreading-Factor Scheduling for LoRaWAN." The data was generated using ns-3 simulations to evaluate the performance of MuCode-LoRa and baseline approaches under various network conditions.

Dataset Contents:

The dataset includes two CSV files:





Individual Run Results (Full_Campaign_individual_results.csv): Contains 1,200 individual simulation runs with detailed metrics for each run, including packet delivery ratio (PDR), latency (average, P90, P99), duty-cycle utilization, gateway load imbalance, coding efficiency, and other performance indicators.







Summary Statistics (Full_Campaign_summary_with_ci.csv): Contains aggregated statistics with 95% confidence intervals for 40 configurations (5 approaches × 2 scenarios × 4 traffic loads), including mean values, standard deviations, and confidence interval bounds.



Experimental Setup:





Baselines Evaluated: ADR (Adaptive Data Rate), Uncoordinated RLNC (Random Linear Network Coding), CAST-SF (Coordinated Spreading-Factor Scheduling), NCC-LoRa (Network-Coded Cooperative LoRa), and MuCode-LoRa




Scenarios: Urban (300 devices, 3 gateways) and Rural (120 devices, 2 gateways)




Traffic Loads: Light (600s inter-arrival), Medium (300s), Heavy (60s), and Stress (12s)




Runs per Configuration: 30 runs for statistical significance




Total Runs: 1,200 simulation runs



Metrics Included:





Packet delivery ratio (PDR)




Latency (average, P90, P99)




Duty-cycle utilization




Gateway load imbalance




Coding efficiency (for network coding approaches)




Total airtime




Retransmissions




Device-to-device overhead (for NCC-LoRa)



Usage:

This dataset supports the experimental evaluation presented in the associated paper and can be used to reproduce figures, validate claims, and conduct further analysis on network-coded LoRaWAN performance.

Related Publication:

MuCode-LoRa: Network-Coded Uplink with Coordinated Spreading-Factor Scheduling for LoRaWAN
DOI: 10.5281/zenodo.18173336
title: MuCode-LoRa: Individual Simulation Runs and Aggregated Summary with Confidence Intervals

description: This dataset contains simulation results for "MuCode-LoRa: Network-Coded Uplink with Coordinated Spreading-Factor Scheduling for LoRaWAN." The data was generated using ns-3 simulations to evaluate the performance of MuCode-LoRa and baseline approaches under various network conditions.

Dataset Contents:

The dataset includes two CSV files:





Individual Run Results (Full_Campaign_individual_results.csv): Contains 1,200 individual simulation runs with detailed metrics for each run, including packet delivery ratio (PDR), latency (average, P90, P99), duty-cycle utilization, gateway load imbalance, coding efficiency, and other performance indicators.







Summary Statistics (Full_Campaign_summary_with_ci.csv): Contains aggregated statistics with 95% confidence intervals for 40 configurations (5 approaches × 2 scenarios × 4 traffic loads), including mean values, standard deviations, and confidence interval bounds.



Experimental Setup:





Baselines Evaluated: ADR (Adaptive Data Rate), Uncoordinated RLNC (Random Linear Network Coding), CAST-SF (Coordinated Spreading-Factor Scheduling), NCC-LoRa (Network-Coded Cooperative LoRa), and MuCode-LoRa




Scenarios: Urban (300 devices, 3 gateways) and Rural (120 devices, 2 gateways)




Traffic Loads: Light (600s inter-arrival), Medium (300s), Heavy (60s), and Stress (12s)




Runs per Configuration: 30 runs for statistical significance




Total Runs: 1,200 simulation runs



Metrics Included:





Packet delivery ratio (PDR)




Latency (average, P90, P99)




Duty-cycle utilization




Gateway load imbalance




Coding efficiency (for network coding approaches)




Total airtime




Retransmissions




Device-to-device overhead (for NCC-LoRa)



Usage:

This dataset supports the experimental evaluation presented in the associated paper and can be used to reproduce figures, validate claims, and conduct further analysis on network-coded LoRaWAN performance.

Related Publication:

MuCode-LoRa: Network-Coded Uplink with Coordinated Spreading-Factor Scheduling for LoRaWAN
DOI: 10.57702/srfogarp
title: Math23k

description: Math23k is the most commonly used Chinese dataset in MWP solving. It contains 23,162 problems with 21,162 training problems, 1,000 validation problems and 1,000 testing problems.
DOI: 10.13145/bacdive171531.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171531.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/vlv8pb0g
title: Fake News Sites Dataset

description: The dataset contains 283 fake news sites, along with their traffic and network characteristics.
DOI: 10.13145/bacdive171532.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171532.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171533.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171533.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/grwtwzy0
title: Douban Online-Offline

description: The two social networks contained in this dataset represent the online and offline events of the Douban social network.
DOI: 10.13145/bacdive171534.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/pcpgc0ko
title: CholecT40

description: The CholecT40 dataset contains 40 videos with annotations including 6 classes of instrument, 10 classes of verb, and 15 classes of target.
DOI: 10.13145/bacdive171534.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171535.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171535.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171536.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/reer5imw
title: Hindi-English Code-Switched Sentences

description: The dataset used in the paper is a collection of Hindi-English code-switched sentences.
DOI: 10.13145/bacdive171536.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/g7kkc2wd
title: SEED and SEED-IV databases for emotion recognition

description: The SEED and SEED-IV databases are used for emotion recognition experiments.
DOI: 10.13145/bacdive171537.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171537.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171538.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171538.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/60v5u409
title: BraTS21 dataset

description: The BraTS21 dataset consists of 1251 brain MRI scans of four different weightings (T1, T1-CE, T2, FLAIR).
DOI: 10.13145/bacdive171539.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171539.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171540.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171540.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/2x0rqryn
title: SSD-LM

description: Semi-autoregressive simplex-based diffusion language model for text generation and modular control
DOI: 10.13145/bacdive171541.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171541.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171542.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/7v0gq2jz
title: RVOS-D

description: RVOS-D provides more complex language descriptions from a broader object categories within relatively longer video sequences.
DOI: 10.13145/bacdive171542.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171543.20240510.9
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171543.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/wypcw90b
title: FB15K-DB15K

description: The FB15K-DB15K dataset is an entity alignment dataset of FB15K and DB15K MMKGs.
DOI: 10.13145/bacdive171544.20240510.9
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171544.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171545.20240510.9
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171545.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/qtm6xazd
title: DistMult

description: Representing entities and relations in an embedding space is a well-studied approach for machine learning on relational data.
DOI: 10.13145/bacdive171546.20240510.9
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/upoyxn8s
title: CMU-MOSI Database

description: The CMU-MOSI database contains 93 YouTube opinion videos from 89 distinct speakers. The videos are monologues on various topics recorded with various setups, lasting 2199 opinion segments from 2 to 5 minutes.
DOI: 10.13145/bacdive171546.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171547.20240510.9
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171547.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171548.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/ol7puw5y
title: Playhouse and AndroidEnv

description: The dataset used in this paper is the Playhouse and AndroidEnv environments.
DOI: 10.13145/bacdive171548.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.54pdbx
title: Occurrence Download

description: A dataset containing 593953 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Dragonflies Databank"
 ]
}

 The dataset includes 593953 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive171549.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171549.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/1f0fbjk1
title: RealSR

description: The RealSR dataset contains 595 pairs of HR and LR images captured by adjusting focal length through Canon and Nikon DSLR cameras.
DOI: 10.13145/bacdive171550.20241212.9.2
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive171550.20251217.10
title: Bacillus cereus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.