cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10286697
title: Preprocessed dataset from: Opioid-Specific Brain Connectivity Dynamics Distinguish Analgesia from Secondary Effects

description: The µ-opioid receptor (MOP) is a critical pharmaceutical target that mediates both the therapeutic benefits and adverse effects of opioid drugs. However, the large-scale neural circuit dynamics underlying key opioid effects, such as analgesia and respiratory depression, remain poorly understood, hindering the development of safer analgesics. Here, we present a multimodal experimental framework that integrates functional ultrasound imaging (fUSI) through the intact skull with behavioral and molecular analyses to investigate opioid-induced large-scale functional responses and their physiological relevance in awake, behaving mice. Administration of major opioids—morphine, fentanyl, methadone, and buprenorphine—elicited robust, dose- and time-dependent reorganization of functional brain connectivity (FC) patterns, with magnitude scaling according to MOP agonist efficacy. This opioid-specific functional fingerprint is marked by decreased FC between the somatosensory cortex and hippocampal/thalamic regions and increased bilateral subcortical FC within the somatosensory cortex. Notably, this fingerprint was attenuated following tolerance induction and abolished by pharmacological or genetic MOP inactivation. Through power Doppler spectral analysis and lagged correlation measurements, we show that morphine perturbs temporal FC dynamics and the propagation of brain-wide oscillatory activity, disrupting critical-state dynamics. Importantly, we identify a dissociation between fast, transient processes—such as cerebral blood volume (CBV) changes, locomotion, and respiratory depression—and slower processes driving FC reorganization, analgesia, and sustained MOP activation. This study provides mechanistic insights into opioid-induced network reorganization, establishes FC alterations as a reliable biomarker of opioid efficacy, and offers a framework for advancing the development of analgesic compounds with improved therapeutic windows and reduced side effects.
DOI: 10.48804/sd3xc4
title: Replication Data for: Object independent scatter sensitivities for PET, applied to scatter estimation through fast Monte Carlo simulation

description: This repository contains part of the input data necessary to reproduce the results in our publication titled "Object independent scatter sensitivities for PET, applied to scatter estimation through fast Monte Carlo simulation". The scope of this repository is limited to inputs, intermediate sinograms and sensitivity models; it does not contain any of the article's final results, nor does it contain any code.

It consists of the input images for the GATE and MCGPU-PET simulations, GATE and MCGPU-PET sinograms for one phantom, the 5D lookup tables and their respective scatter sensitivity sinograms, a trues sensitivity sinogram for the GATE model of the Signa PET/MR, and the raw data for the phantom scan on the real Signa PET/MR.
DOI: 10.15468/dl.jdvkmc
title: Occurrence Download

description: A dataset containing 1514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera onca"
 ]
}

 The dataset includes 1514 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011962-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14732798
title: Cross Institutional Student Data
DOI: 10.5281/zenodo.18485114
title: TIL O'QITISH NAZARIYALARINING ZAMONAVIY TALQINI (KOMMUNIKATIV, KOGNITIV VA KOMPETENSIYAVIY YONDASHUVLAR)

description: Mazkur maqolada til o‘qitish nazariyalarining zamonaviy talqini tahlil qilinib, kommunikativ, kognitiv va kompetensiyaviy yondashuvlarning mazmun-mohiyati hamda ularning til ta’limi jarayonidagi o‘rni ilmiy jihatdan yoritilgan. Tadqiqot jarayonida zamonaviy pedagogik va lingvodidaktik manbalar asosida nazariy-tahliliy yondashuv qo‘llanildi. O‘rganish natijalariga ko‘ra, kommunikativ yondashuv o‘quvchilarning nutqiy faolligini rivojlantirishga xizmat qilsa, kognitiv yondashuv bilimlarning ongli va tizimli o‘zlashtirilishini ta’minlaydi. Kompetensiyaviy yondashuv esa ta’lim natijalarini amaliy faoliyat bilan bog‘lash orqali o‘quvchilarning ijtimoiy va kasbiy tayyorgarligini kuchaytiradi. Tadqiqot natijalari ushbu yondashuvlarning integrativ qo‘llanilishi til o‘qitish samaradorligini oshirishda muhim metodik asos ekanligini ko‘rsatdi. Maqolada zamonaviy til ta’limini takomillashtirishda innovatsion yondashuvlarning ahamiyati asoslab berilgan.
DOI: 10.5281/zenodo.18485115
title: TIL O'QITISH NAZARIYALARINING ZAMONAVIY TALQINI (KOMMUNIKATIV, KOGNITIV VA KOMPETENSIYAVIY YONDASHUVLAR)

description: Mazkur maqolada til o‘qitish nazariyalarining zamonaviy talqini tahlil qilinib, kommunikativ, kognitiv va kompetensiyaviy yondashuvlarning mazmun-mohiyati hamda ularning til ta’limi jarayonidagi o‘rni ilmiy jihatdan yoritilgan. Tadqiqot jarayonida zamonaviy pedagogik va lingvodidaktik manbalar asosida nazariy-tahliliy yondashuv qo‘llanildi. O‘rganish natijalariga ko‘ra, kommunikativ yondashuv o‘quvchilarning nutqiy faolligini rivojlantirishga xizmat qilsa, kognitiv yondashuv bilimlarning ongli va tizimli o‘zlashtirilishini ta’minlaydi. Kompetensiyaviy yondashuv esa ta’lim natijalarini amaliy faoliyat bilan bog‘lash orqali o‘quvchilarning ijtimoiy va kasbiy tayyorgarligini kuchaytiradi. Tadqiqot natijalari ushbu yondashuvlarning integrativ qo‘llanilishi til o‘qitish samaradorligini oshirishda muhim metodik asos ekanligini ko‘rsatdi. Maqolada zamonaviy til ta’limini takomillashtirishda innovatsion yondashuvlarning ahamiyati asoslab berilgan.
DOI: 10.15468/dl.mhmbj5
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Thailand",
 "DatasetKey is one of (Naturalis Biodiversity Center (NL) - Botany, Royal Botanic Gardens, Kew - Herbarium Specimens, The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), NMNH Extant Specimen Records (USNM, US), The AAU Herbarium Database, Meise Botanic Garden Herbarium (BR), Academy of Natural Sciences of Drexel University, World Plant Specimen from the Herbaria in China, Harvard University Herbaria: All Records, Indiana University Herbarium, Deam Herbarium)",
 "TaxonKey is Cassia fistula"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011964-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10439865
title: Firmly rooted Image Dataset: Effects of rootstock and propagation method on growth and tree anchorage of two-year-old 'Valencia' orange trees

description: This dataset is composed of images from two different citrus rootstock trials designated "Field Trial 1" and "Field Trial 2". Each field trial was planted with trees of Citrus sinensis cv. 'Valencia' grafted onto 4 different, commercially available USDA citrus rootstocks: US-812, US-897, US-942, US-1516. The trees were excavated two years after planting, cleaned, dried, and imaged in two ways. First, the root systems were imaged radially as though you are looking down through the trunk of the tree with the roots radiating outward in all direction. Secondly, the root systems were imaged vertically in six different positions such that each image was a side view of the root system from a different angle. Additionally, the binary masks of the vertical root systems were included in each .tar file.

All images were acquired with a Canon EOS Rebel T6 against a professional photography blue screen. A mapping of the image names to the experimental trial information is included in each .tar file, and a series of scaled images were taken before and after root system imaging to calculate the pixel to centimeter conversion for absolute measurements.

This dataset is currently in beta as it may change at some point in the future, therefore until that time, this record will be set to restricted.
DOI: 10.5281/zenodo.10439866
title: Firmly rooted Image Dataset: Effects of rootstock and propagation method on growth and tree anchorage of two-year-old 'Valencia' orange trees

description: This dataset is composed of images from two different citrus rootstock trials designated "Field Trial 1" and "Field Trial 2". Each field trial was planted with trees of Citrus sinensis cv. 'Valencia' grafted onto 4 different, commercially available USDA citrus rootstocks: US-812, US-897, US-942, US-1516. The trees were excavated two years after planting, cleaned, dried, and imaged in two ways. First, the root systems were imaged radially as though you are looking down through the trunk of the tree with the roots radiating outward in all direction. Secondly, the root systems were imaged vertically in six different positions such that each image was a side view of the root system from a different angle. Additionally, the binary masks of the vertical root systems were included in each .tar file.

All images were acquired with a Canon EOS Rebel T6 against a professional photography blue screen. A mapping of the image names to the experimental trial information is included in each .tar file, and a series of scaled images were taken before and after root system imaging to calculate the pixel to centimeter conversion for absolute measurements.

This dataset is currently in beta as it may change at some point in the future, therefore until that time, this record will be set to restricted.
DOI: 10.3886/e227282
title: Code and Public Data for: Increasing Degree Attainment Among Low-Income Students: The Role of Intensive Advising and College Quality

description: A college degree offers a pathway to economic mobility for low-income students. Using a multi-site randomized controlled trial combined with administrative and survey data, we demonstrate that intensive advising during high school and college significantly increases bachelor's degree attainment among lower-income students. We leverage unique data on pre-advising college preferences and causal forest methods to show that these gains are primarily driven by improvements in initial enrollment quality. Our results suggest that strategies targeting college choice may be a more effective and efficient means of increasing degree attainment than those focused solely on affordability.
description: Low-income high-school students.
DOI: 10.3886/e227282v1
title: Code and Public Data for: Increasing Degree Attainment Among Low-Income Students: The Role of Intensive Advising and College Quality

description: A college degree offers a pathway to economic mobility for low-income students. Using a multi-site randomized controlled trial combined with administrative and survey data, we demonstrate that intensive advising during high school and college significantly increases bachelor's degree attainment among lower-income students. We leverage unique data on pre-advising college preferences and causal forest methods to show that these gains are primarily driven by improvements in initial enrollment quality. Our results suggest that strategies targeting college choice may be a more effective and efficient means of increasing degree attainment than those focused solely on affordability.
description: Low-income high-school students.
DOI: 10.15468/dl.sma98x
title: Occurrence Download

description: A dataset containing 22884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Netherlands, France, Belgium, Sweden, Denmark, Spain, Norway, Ireland, Germany)",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxyura jamaicensis"
 ]
}

 The dataset includes 22884 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011965-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7jp82
title: Occurrence Download

description: A dataset containing 203097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.60334 54.42545,18.5526 54.37481,18.93316 54.2924,18.95853 54.36425,18.60334 54.42545))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 203097 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011881-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2p9j5q
title: CCDC 2481803: Experimental Crystal Structure Determination

description: Related Article: Moch Robitul Choir, Sutandyo Dwija Laksmana, Husni Wahyu Wijaya,  I Wayan Dasna|2024|Key Engineering Materials|985|123|doi:10.4028/p-lLL8pm
description: Related Article: I Wayan Dasna, Moch. Robitul Choir, Sutandyo Dwija Laksmana|2025|CSD Communication|||
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.cbhr8k
title: Occurrence Download

description: A dataset listing the 25253 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-86.71052 20.981,-87.19928 20.22941,-87.5833 17.98642,-88.00224 17.72058,-87.8975 16.38557,-86.50105 15.98323,-85.69809 16.25155,-84.51111 15.94967,-83.5336 15.54646,-83.07975 14.63638,-83.28922 11.57662,-82.13715 9.3797,-81.22946 9.17297,-78.96023 9.86158,-77.70342 9.17297,-76.83928 8.8712,-75.89668 9.8701,-75.61739 10.83169,-73.90765 11.70794,-72.14482 12.47403,-70.9696 12.85624,-70.57786 11.61203,-68.22742 11.70794,-66.46458 10.55485,-64.50588 10.65111,-63.33066 10.93972,-59.80844 10.86413,-58.91262 13.82247,-57.24569 18.94903,-55.76518 27.11459,-69.83741 31.30275,-78.39149 28.59499,-79.543 24.77457,-82.33952 25.37057,-84.80704 28.59499,-94.84162 27.57911,-95.49963 20.67906,-88.26157 22.51439,-86.28755 22.81799,-86.71052 20.981))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 25253 records were derived from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011918-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18485157
title: DAROMADLARNI TAN OLISH VA ULARNI BUXGALTERIYA XISOBIDA AKS ETTIRISH

description: Ushbu maqolada daromadlarni tan olish va ularni buxgalteriya xisobida to‘g‘ri aks ettirishning nazariy va amaliy jihatlari chuqur tahlil qilinadi. Daromadlarni tan olish prinsiplari, xalqaro va milliy buxgalteriya standartlari bilan uyg‘unligi, shuningdek, korxona moliyaviy natijalariga ta’siri ko‘rib chiqiladi. Maqolada daromadlarni tan olish jarayonidagi asosiy qiyinchiliklar va ularni bartaraf etish yo‘llari, hisobot davrining yakunida moliyaviy natijalarni to‘g‘ri aks ettirish uchun zarur bo‘lgan metodik tavsiyalar taqdim etilgan. Shuningdek, real korxona misollarida daromadlarni hisobga olishning amaliy aspektlari tahlil qilinib, moliyaviy hisobotning haqqoniy va shaffof bo‘lishi uchun muhim tavsiyalar berilgan. Mazkur tadqiqot buxgalterlar, moliya mutaxassislari va iqtisodiy menejerlar uchun dolzarb bo‘lib, moliyaviy hisobotning aniqligi va ishonchliligini oshirishga xizmat qiladi.
DOI: 10.5281/zenodo.18485156
title: DAROMADLARNI TAN OLISH VA ULARNI BUXGALTERIYA XISOBIDA AKS ETTIRISH

description: Ushbu maqolada daromadlarni tan olish va ularni buxgalteriya xisobida to‘g‘ri aks ettirishning nazariy va amaliy jihatlari chuqur tahlil qilinadi. Daromadlarni tan olish prinsiplari, xalqaro va milliy buxgalteriya standartlari bilan uyg‘unligi, shuningdek, korxona moliyaviy natijalariga ta’siri ko‘rib chiqiladi. Maqolada daromadlarni tan olish jarayonidagi asosiy qiyinchiliklar va ularni bartaraf etish yo‘llari, hisobot davrining yakunida moliyaviy natijalarni to‘g‘ri aks ettirish uchun zarur bo‘lgan metodik tavsiyalar taqdim etilgan. Shuningdek, real korxona misollarida daromadlarni hisobga olishning amaliy aspektlari tahlil qilinib, moliyaviy hisobotning haqqoniy va shaffof bo‘lishi uchun muhim tavsiyalar berilgan. Mazkur tadqiqot buxgalterlar, moliya mutaxassislari va iqtisodiy menejerlar uchun dolzarb bo‘lib, moliyaviy hisobotning aniqligi va ishonchliligini oshirishga xizmat qiladi.
DOI: 10.15468/dl.upsfvt
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Thailand",
 "DatasetKey is one of (Naturalis Biodiversity Center (NL) - Botany, Royal Botanic Gardens, Kew - Herbarium Specimens, The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), NMNH Extant Specimen Records (USNM, US), The AAU Herbarium Database, Meise Botanic Garden Herbarium (BR), Academy of Natural Sciences of Drexel University, World Plant Specimen from the Herbaria in China, Harvard University Herbaria: All Records, Indiana University Herbarium, Deam Herbarium)",
 "TaxonKey is Cassia fistula"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011966-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wknzfe
title: Occurrence Download

description: A dataset containing 43337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 43337 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011970-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/2yooge51
title: Boston dataset

description: The Boston dataset is a well-known, small dataset (506 in-stances) available from the StatLib repository that is popular for evaluating regression models. It contains information on Boston housing characteristics and values. The target variable is the median value of owner-occupied homes in different areas.
DOI: 10.57702/xbqg3gx6
title: SST-2

description: The dataset used for the experiments across ten models– ranging from bag-of-words models to pre-trained transformers– and ﬁnd that a model having higher AUC does not necessarily have a higher selective answering capability.
DOI: 10.57702/ek28niap
title: Oxford Flowers

description: The dataset used in the paper is a collection of trained networks and their corresponding datasets.
DOI: 10.57702/lb9bg54l
title: iCubWorld Transformations

description: iCubWorld Transformations (iCWT): a dataset for object recognition and manipulation
DOI: 10.57702/4segsx1q
title: SoC1

description: The dataset used in this paper is a set of communication behavior of four single-core MC8051 IPs that are linked with each other and other IPs like RS232, vga lcd, ethernet, using AMBA 2.0 bus.
DOI: 10.57702/kq083cli
title: Metropolis-Hastings Coupling Weight

description: The dataset used in the paper is a Metropolis-Hastings coupling weight, which is used to design a distributed algorithm for network size estimation.
DOI: 10.5281/zenodo.15877096
title: Supplementary Material and Data for: Experimental kinetic rate laws for aqueous pyrite reduction at underground hydrogen storage conditions (60-150 °C, up to 150 bar H2)

description: Supplementary material, experimental data, and modeling data for the scientific article by Hintzen et al. on "Experimental kinetic rate laws for aqueous pyrite reduction at underground hydrogen storage conditions (60-150 °C, up to 150 bar H2)", published in Geochimica et Cosmochimica Acta (DOI).
DOI: 10.5281/zenodo.15877097
title: Supplementary Material and Data for: Experimental kinetic rate laws for aqueous pyrite reduction at underground hydrogen storage conditions (60-150 °C, up to 150 bar H2)

description: Supplementary material, experimental data, and modeling data for the scientific article by Hintzen et al. on "Experimental kinetic rate laws for aqueous pyrite reduction at underground hydrogen storage conditions (60-150 °C, up to 150 bar H2)", published in Geochimica et Cosmochimica Acta (DOI).
DOI: 10.57702/w5v2cfyy
title: MiniGPT-v2

description: MiniGPT-v2 is a vision-language model that uses a unified interface for multi-task learning.
DOI: 10.57702/g7hpov83
title: Wireless Indoor Localization

description: The dataset used in this paper is a benchmark dataset for fingerprint-based localization, consisting of 2000 RSS samples collected from 7 APs in four different rooms.
DOI: 10.57702/73wgzp2q
title: Enzymes dataset

description: The dataset used in the paper is the Enzymes dataset.
DOI: 10.57702/vdtlbt88
title: datAcron Dataset

description: Maritime dataset for monitoring and surveillance.
DOI: 10.57702/xv3ar1cb
title: Fundus Vasculature Dataset

description: Photoacoustic tomography (PAT) datasets for neuroimaging with deep learning
DOI: 10.57702/d9ilpw0v
title: ExBlur

description: Real-world benchmark datasets for camera motion blur, ExBlur-CP and ExBlur-NP, and synthetic dataset Synthetic Extreme Blur.
DOI: 10.57702/2nyc0x84
title: Diverse dataset for image deterioration attacks

description: The dataset used in this paper is a diverse dataset created with real and synthetic images demonstrating that by exploiting spatio-temporal information combined with multi-component loss we significantly increase robustness against adverse image effects
DOI: 10.57702/9qol3d4j
title: Quantum Hough Transform

description: Quantum In Graphicon'2013. Hough Transform.
DOI: 10.57702/bmddnjbe
title: FEVER

description: The FEVER dataset consists of pairs of claim and evidence sentences labeled as either support, refutes, or not-enough-information.
DOI: 10.57702/c7udx9e9
title: Score Dynamics

description: Score dynamics is a computational method to scale up molecular dynamics simulations both spatially and temporally.
DOI: 10.15468/dl.k4fqvs
title: Occurrence Download

description: A dataset containing 120550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Molothrus Swainson, 1832"
 ]
}

 The dataset includes 120550 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050687-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey8es4
title: Occurrence Download

description: A dataset containing 320549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lestidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 1980"
 ]
}

 The dataset includes 320549 records from 825 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264860-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.