cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e228903
title: Home Mortgage Disclosure Act (HMDA) Public Data from 2007-2017

description: Home Mortgage Disclosure Act (HMDA) requires many FIs to maintain, report, and publicly disclose information about applications for and originations of mortgage loans. HMDA s purposes are to provide the public and public officials with sufficient information to enable them to determine whether institutions are serving the housing needs of the communities and neighborhoods in which they are located, to assist public officials in distributing public sector investments in a manner designed to improve the private investment environment, and to assist in identifying possible discriminatory lending patterns and enforcing antidiscrimination statutes.
DOI: 10.3886/e228903v1
title: Home Mortgage Disclosure Act (HMDA) Public Data from 2007-2017

description: Home Mortgage Disclosure Act (HMDA) requires many FIs to maintain, report, and publicly disclose information about applications for and originations of mortgage loans. HMDA s purposes are to provide the public and public officials with sufficient information to enable them to determine whether institutions are serving the housing needs of the communities and neighborhoods in which they are located, to assist public officials in distributing public sector investments in a manner designed to improve the private investment environment, and to assist in identifying possible discriminatory lending patterns and enforcing antidiscrimination statutes.
DOI: 10.21233/b9sx-3w65
title: LDDsite5491 ostracode surface sample dataset

description: Raw data for the LDDsite5491 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/tk8b-t528
title: West Adams Trail Peatland testate amoebae surface sample dataset

description: Raw data for the West Adams Trail Peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/wg4g-zf13
title: Pony diatom surface sample dataset

description: Raw data for the Pony diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jpds-m168
title: Van Horn Mammoth vertebrate fauna dataset

description: Raw data for the Van Horn Mammoth vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.28934831
title: Instances of the "Personalized study plans considering groups and the stress factor" article

description: Abstract of the paper: This paper presents a mathematical model for the Group Educational Planning Problem, which is a scheduling problem that considers how stress affects the duration of an activity, depending on its position in the learning schedule. The mathematical model includes two functions based on the stress factor of each student and their scheduled position. The main contributions of this work are that, with the mathematical model we propose, we can now select and schedule activities for each student in a working group, taking into account the stress behavior of each individual and their learning capacities. Furthermore, the study explores scenarios in which each student's learning process can either benefit or hinder students in terms of the time required to complete an activity. The results demonstrate that the proposed model successfully generates balanced schedules by prioritizing periods when activity durations are shorter due to stress fluctuations. Additionally, the heuristic approach we adopted (terminating the solver at 300 seconds while maintaining a near-optimal solution) proved to be an effective trade-off between computational efficiency and practical feasibility. The findings reinforce the importance of adaptive scheduling in educational settings, where external stressors and individual learning capacities must be carefully balanced.
DOI: 10.6084/m9.figshare.28934831.v2
title: Instances of the "Personalized study plans considering groups and the stress factor" article

description: Abstract of the paper: This paper presents a mathematical model for the Group Educational Planning Problem, which is a scheduling problem that considers how stress affects the duration of an activity, depending on its position in the learning schedule. The mathematical model includes two functions based on the stress factor of each student and their scheduled position. The main contributions of this work are that, with the mathematical model we propose, we can now select and schedule activities for each student in a working group, taking into account the stress behavior of each individual and their learning capacities. Furthermore, the study explores scenarios in which each student's learning process can either benefit or hinder students in terms of the time required to complete an activity. The results demonstrate that the proposed model successfully generates balanced schedules by prioritizing periods when activity durations are shorter due to stress fluctuations. Additionally, the heuristic approach we adopted (terminating the solver at 300 seconds while maintaining a near-optimal solution) proved to be an effective trade-off between computational efficiency and practical feasibility. The findings reinforce the importance of adaptive scheduling in educational settings, where external stressors and individual learning capacities must be carefully balanced.
DOI: 10.15468/dl.wdprb9
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Marasmius puttemansii Henn."
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023701-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/k1st-0a18
title: Grant Lake pollen surface sample dataset

description: Raw data for the Grant Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/bjfy-hx85
title: Lake Sammamish diatom bottom sample dataset

description: Raw data for the Lake Sammamish diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/v65e-fz16
title: Lake Mary Ronan diatom surface sample dataset

description: Raw data for the Lake Mary Ronan diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/da8b-pk66
title: Miners water chemistry dataset

description: Raw data for the Miners water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/erxn-e838
title: TK-20 diatom surface sample dataset

description: Raw data for the TK-20 diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/28bq-hy59
title: Mud Lake ['WSW of McQueen'] water chemistry dataset

description: Raw data for the Mud Lake ['WSW of McQueen'] water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/prj7-kw56
title: Walker Lake water chemistry dataset

description: Raw data for the Walker Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/zscy-ph55
title: Lake Albert diatom dataset

description: Raw data for the Lake Albert diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/agst-s913
title: Lillsjön charcoal dataset

description: Raw data for the Lillsjön charcoal dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ymfq-pw44
title: Bakchar mire testate amoebae surface sample dataset

description: Raw data for the Bakchar mire testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ngm6-sp03
title: Albalid1 pollen dataset

description: Raw data for the Albalid1 pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/az6b-hf54
title: Waterfall Cave vertebrate fauna dataset

description: Raw data for the Waterfall Cave vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.v3rgdf
title: Occurrence Download

description: A dataset containing 778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smilax nipponica Miq.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 778 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023702-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/3zyh-6467
title: Lake Biwa, North Basin ostracode surface sample dataset

description: Raw data for the Lake Biwa, North Basin ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dg4m-wt15
title: Richland Cave [Onyx Cave/Richland Onyx Cave] vertebrate fauna dataset

description: Raw data for the Richland Cave [Onyx Cave/Richland Onyx Cave] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6075/j0wh2n9b
title: Array Parameters. In SWellEx-96 Experiment Acoustic Data

description: Arrays
Four acoustic sensor arrays were deployed in SWellEx-96: a vertical line array (VLA), a tilted line array (TLA), a horizontal line array (HLA North), and a second horizontal line array (HLA South). Both the VLA and TLA's data were recorded aboard the R/P FLIP (FLIP's Position: 32d40.254' N 117d21.635' W). The two HLAs' data were recorded at an onshore recording station. To download text files containing information about entire arrays, select any of the “Array positions” components.

Element Positions
To download tab-delimited, ASCII files of element positions, select any of the “Element positions” components.

The VLA was not purely vertical. It had a small tilt of 2 or 3 degrees from vertical toward the west, which was determined via conventional matched field processing using the highest level tonal set and known source locations. Corrections to element positions can be made using these array tilt estimates. Since the source track is not a true radial track, note that the apparent array tilt (from the perspective of the source) changes over time, i.e., range. The data files under Event S5 and Event S59 have the channels reversed. Process the data with the array positions reversed. So channel 1 will have a depth of 94.125 m and channel 21 (of data file) will have a depth of 212.25 m.

The TLA had a 45-47 deg tilt. Both matched field processing and tilt sensors were used to confirm the array tilt. The bow in the array was negligible.

The HLA North array is a 240 m aperture horizontal array deployed on the seafloor. Line of bearing from the first element to the last element is 34.5 deg clockwise from North. There is a slight bow (~13 m) in the array. Select component, “Plots of array elements: HLA North,” for a plot of element positions.

The HLA South array is a 255 m aperture horizontal array deployed on the seafloor. The line of bearing from the first element to the last element is -43.0 deg with respect to North (positive values are clockwise). Select component, “Plots of array elements: HLA South,” for a plot of element positions.
DOI: 10.6075/j0mw2f21
title: SWellEx-96 Experiment Acoustic Data

description: The SWellEx-96 Experiment was conducted between May 10 and 18, 1996, approximately 12 km from the tip of Point Loma near San Diego, California. Acoustic sources, towed from the R/V Sproul, transmitted various broadband and multitone signals at frequencies between 50 and 400 Hz. The acoustic sensors deployed in SWellEx-96 include a vertical line array (VLA) and a tilted line array (TLA), deployed by the FLoating Instrument Platform (R/P FLIP), and two horizontal line arrays (HLA) known as the All Optical Deployable System (AODS) installed on the seafloor and distinguished as northern and southern HLA's. Details regarding the transmitted and received acoustic signals for two source tow events known as Event S5 and Event S59 are contained in this data set. Event S5 is a source tow along an isobath devoid of loud interferers. Event S59 is a similar source tow along an isobath but with a loud interferer - a nearby surface ship - present throughout the duration of the event.
DOI: 10.21233/5pk0-ws32
title: Sutton River 2 testate amoebae surface sample dataset

description: Raw data for the Sutton River 2 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/365f-1s05
title: Hay Bay ostracode surface sample dataset

description: Raw data for the Hay Bay ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.epnw7q
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "Country is Colombia",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 506 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023704-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32dhp2
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "Country is Colombia",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 506 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023705-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/jze9-ps57
title: Elatia KB peatland testate amoebae surface sample dataset

description: Raw data for the Elatia KB peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6075/j0gt5k3b
title: Data from: 'Whale Wave': shifting strategies structure the complex use of critical fjord habitat by humpbacks

description: Using 10 years of whale surveys and a year of oceanographic, ecosystem-level surveying, we investigated the mechanisms behind a curious pattern in humpback whale (Megaptera novaeangliae) distribution, in which whales use a British Columbia fjord system in a kind of wave, propagating from offshore to inland channels as summer turned to fall.
DOI: 10.21233/2ddx-jr94
title: Vestra Gislholtsvatn pollen dataset

description: Raw data for the Vestra Gislholtsvatn pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.kaccp7
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycodon flavozonatus (Pope, 1928)"
 ]
}

 The dataset includes 238 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023703-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkzd43
title: Occurrence Download

description: A dataset containing 9107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 9107 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023706-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/svy9-nh88
title: Lake Erie ostracode surface sample dataset

description: Raw data for the Lake Erie ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.zzt4hw
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycodon flavozonatus (Pope, 1928)"
 ]
}

 The dataset includes 238 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023708-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/4ya0-dr63
title: Eindhoven I pollen dataset

description: Raw data for the Eindhoven I pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21227/azwe-ca87
title: "RF Fingerprinting for LoRa Device Authentication: Dataset Collection and Characterization"

description: "We present a novel dataset for LoRa device authentication using Radio Frequency Fingerprinting (RFFI), addressing IoT security challenges in resource-constrained environments. Our dataset captures hardware-specific signal characteristics from 23 LoRa devices through three complementary representations: raw IQ samples, FFT spectra, and time-frequency spectrograms. Collected using a USRP B200 receiver with GPS synchronization, the data incorporates both coarse and fine Carrier Frequency Offset (CFO) estimations for enhanced feature analysis. The dataset supports deep learning approaches while maintaining an authentication-focused partition (20 training\/3 testing devices) to evaluate real-world generalization. The primary contribution of this work is a multi-modal RF fingerprinting dataset specifically designed for LoRa networks. Beyond the core dataset, we further contribute an integrated CFO annotation, enabling hybrid authentication methods. Importantly, we also establish a reproducible experimental framework using software-defined radio that supports future research. Together, these contributions facilitate advancements in physical-layer security, lightweight device authentication, and robust wireless fingerprinting systems."