cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28503216.v1
title: <i>Ximenia caffra</i> Sond. the magic wild indigenous plant that offers immense contribution as food and medicine

description: The wild indigenous African tree, <i>Ximenia caffra</i> Sond also commonly known as ‘sour plum’ and found in Southern Africa is traditionally used as a source of food and medicine by rural communities. Its fruit has been found to have vitamins, minerals, macronutrients, other important compounds such as phenolics and flavonoids. Other parts of the plant such as the seeds, roots and the leaves are used to treat vast different ailments such as cough, cancer, sexual transmitted disease and so on. Its polyphenols compounds that contribute to its antioxidant, anti-inflammatory, anticancer and antimicrobial activities. The aim of this review is to explore <i>X. caffra</i>, the indigenous fruit that has health benefit of nutraceuticals and medicinal food, therapeutic capabilities in traditional medicine. The words’ <i>Ximenia cafrra’</i> were used. The juice of <i>X. caffra</i> fruits comprises several potentially beneficial phytochemicals, minerals, and initial assessment indicate a remarkable antioxidant capacity of the fruit.
DOI: 10.25919/s9hx-6f50
title: Hydroclimate projections for the Murray-Darling Basin

description: This dataset is developed as part of Module 1 of the Sustainable Yields 2 project. The dataset provides future projections for climate and runoff across the Murray-Darling Basin. The methods used to develop the dataset are described in the report “Hydroclimate projections for the Murray-Darling Basin”.
DOI: 10.15468/dl.ktesdp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lithocarpus echinops Hjelmq."
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000329-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n84v68
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus bennettii (Miq.) Rehder"
 ]
}

 The dataset includes 319 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000323-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14934617
title: Downstream bimolecular models and properties of OCNet

description: The dataset for the transfer integrals of molecular crystals is derived from the OCELOT dimer dataset [1,2] created  by Qianxiang Ai, Vinayak Bhat et al. The dataset for the transfer integrals of thin films is derived from our OCNet work. 

We additionally provide the neural network weights finetuned by OCNet based on these datasets.

[1] Bhat, V.; Ganapathysubramanian, B.; Risko, C. Rapid Estimation of the Intermolecular Electronic Couplings and Charge-Carrier Mobilities of Crystalline Molecular Organic Semiconductors through a Machine Learning Pipeline. The Journal of Physical Chemistry Letters 2024, 15, 7206–7213.

[2] Ai, Q.; Bhat, V.; Ryno, S. M.; Jarolimek, K.; Sornberger, P.; Smith, A.; Haley, M. M.; Anthony, J. E.; Risko, C. OCELOT: An infrastructure for data-driven research to discover and design crystalline organic semiconductors. The Journal of Chemical Physics 2021, 154 .
DOI: 10.5281/zenodo.14934618
title: Downstream bimolecular models and properties of OCNet

description: The dataset for the transfer integrals of molecular crystals is derived from the OCELOT dimer dataset [1,2] created  by Qianxiang Ai, Vinayak Bhat et al. The dataset for the transfer integrals of thin films is derived from our OCNet work. 

We additionally provide the neural network weights finetuned by OCNet based on these datasets.

[1] Bhat, V.; Ganapathysubramanian, B.; Risko, C. Rapid Estimation of the Intermolecular Electronic Couplings and Charge-Carrier Mobilities of Crystalline Molecular Organic Semiconductors through a Machine Learning Pipeline. The Journal of Physical Chemistry Letters 2024, 15, 7206–7213.

[2] Ai, Q.; Bhat, V.; Ryno, S. M.; Jarolimek, K.; Sornberger, P.; Smith, A.; Haley, M. M.; Anthony, J. E.; Risko, C. OCELOT: An infrastructure for data-driven research to discover and design crystalline organic semiconductors. The Journal of Chemical Physics 2021, 154 .
DOI: 10.15468/dl.fwujcr
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 851 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000330-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n4wcs
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus echinotholus (Hu) H.Y.Chun & Huang ex Y.C.Hsu & H.W.Jen"
 ]
}

 The dataset includes 65 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000331-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z85ybm
title: Occurrence Download

description: A dataset listing the 943 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "GadmGid is IDN.10.17_1"
 ]
}

 The dataset's 943 records were derived from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000328-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq6v2m
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.40574 19.56457,-101.36888 19.55967,-101.34183 19.5587,-101.31769 19.57297,-101.306 19.58726,-101.30266 19.60627,-101.30041 19.62119,-101.31764 19.63121,-101.32951 19.64065,-101.33581 19.65501,-101.34986 19.65847,-101.36282 19.66256,-101.37734 19.6612,-101.39102 19.65743,-101.39784 19.65077,-101.40052 19.63877,-101.40605 19.63215,-101.43167 19.61997,-101.434 19.59082,-101.40574 19.56457))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salvia mexicana L."
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000332-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssdbuh
title: Occurrence Download

description: A dataset containing 6498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample)",
 "Geometry POLYGON((96 34,119 34,119 41,96 41,96 34))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Grus leucogeranus Pallas, 1773, Ciconia boyciana Swinhoe, 1873, Anser cygnoides (Linnaeus, 1758), Emberiza aureola Pallas, 1773, Mergus squamatus Gould, 1864, Tringa erythropus (Pallas, 1764), Lanius sphenocercus Cabanis, 1873, Phoenicurus alaschanicus (Prjevalsky, 1876), Garrulax sukatschewi (Berezowski & Bianchi, 1891), Parus monticolus Vigors, 1831)",
 "Year 1985-2025"
 ]
}

 The dataset includes 6498 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000325-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.astqr9
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus echinulatus Soepadmo"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000326-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82ekww
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus bentramensis (A.Camus) A.Camus"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000333-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vctmqz
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus bicoloratus (Elmer) A.Camus"
 ]
}

 The dataset includes 13 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000334-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj5bq2
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus edulis (Makino) Nakai"
 ]
}

 The dataset includes 1116 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000335-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pf4qrt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lithocarpus bidoupensis Ngoc & Tagane, Lithocarpus bentramensis (A.Camus) A.Camus)"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000327-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqa5te
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus eichleri (Wenz.) A.Camus"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000328-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9snq5
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Aristeguietia R.M.King & H.Rob."
 ]
}

 The dataset includes 352 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000337-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6n87n
title: Occurrence Download

description: A dataset containing 1576 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus elegans (Blume) Hatus. ex Soepadmo"
 ]
}

 The dataset includes 1576 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000330-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c33zav
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus elephantum (Hance) A.Camus"
 ]
}

 The dataset includes 33 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000338-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr2hgx
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus blaoensis (A.Camus) A.Camus"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000339-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycd4zj
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus blumeanus (Korth.) Rehder"
 ]
}

 The dataset includes 78 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000340-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk2dez
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus bolovenensis A.Camus"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000332-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28031288
title: Disruption of <i>CmHmgr1 </i>triggers apoptosis and causes defects in growth, conidiogenesis, and mycoparasitism of <i>Coniothyrium minitans</i>

description: The datas for Growth-inhibiting rate, Rot index and qRT-PCR
DOI: 10.6084/m9.figshare.28031288.v1
title: Disruption of <i>CmHmgr1</i> triggers apoptosis and causes defects in growth, conidiogenesis, and mycoparasitism of <i>Coniothyrium minitans</i>

description: Growth-inhibiting rate of all strains on PDA media supplemented with atorvastatin and Rot index of all the strains.
DOI: 10.6084/m9.figshare.28503194
title: sound-based navigation system designed to enhance indoor mobility

description: Several millions of individuals suffer from impairment around the world due to different reasons, such as cataracts, glaucoma, age-related macular degeneration (AMD), diabetic retinopathy, trauma, infections, genetic disorders, and amblyopia.This study presents a sound-based navigation system designed to enhance indoor mobility for visually impaired individuals
DOI: 10.6084/m9.figshare.28503194.v1
title: sound-based navigation system designed to enhance indoor mobility

description: Several millions of individuals suffer from impairment around the world due to different reasons, such as cataracts, glaucoma, age-related macular degeneration (AMD), diabetic retinopathy, trauma, infections, genetic disorders, and amblyopia.This study presents a sound-based navigation system designed to enhance indoor mobility for visually impaired individuals
DOI: 10.6084/m9.figshare.25981450.v5
title: 2020-2021 Changjiang Estuary dissolved oxygen isotopic and gas ratio data

description: Understanding the complex processes that lead to oxygen depletion is challenging. The nonlinear relationship between dissolved oxygen (DO) isotopic composition (δ<sup>18</sup>O ) and its concentration makes δ<sup>18</sup>O a unique tracer for studying O2 cycling in oxygen depletion zones. Based on the DO δ<sup>18</sup>O compositions from four cruises conducted from summer 2020 to spring 2021 in the Changjiang Estuary, we identified a dynamic northern oxygen depletion zone (NODZ) with seasonally varying DO δ<sup>18</sup>O values, and a relatively stable southern oxygen depletion zone (SODZ). To quantify the contributions of low oxygen water mixing and respiration to oxygen depletion, we conducted a Monte-Carlo mixing experiment involving high salinity and low oxygen water (HSLO) and mixed layer water (MLW). Our findings indicated that HSLO mixing contributed to 59% to 100% of oxygen deficit in oxygen depletion zones, with SODZ exhibiting a HSLO mixing contribution of more than 78%. Respiration contributed to the remaining oxygen deficit, with water column respiration consuming approximately 1.5 times more oxygen than sediment oxygen consumption. In the NODZ, oxygen depletion was further enhanced by water column stratification, respiration and seafloor topography. Overall, the influx of HSLO was a key trigger for oxygen depletion in the Changjiang Estuary. The spatial and temporal variations of the two oxygen depletion zones were closely linked to the intrusion and retreat of HSLO from summer to autumn. Our findings highlight the importance of utilizing DO δ<sup>18</sup>O to differentiate and quantify biological and physical processes in coastal oxygen depletion zones.File description：Table S1: Data for this study, including latitude and longitude, sampling depth, temperature, salinity, δO<sub>2</sub>/Ar,δ<sup>18</sup>O,[O<sub>2</sub>],[O<sub>2</sub>]/[O<sub>2</sub>]<sub>sat</sub>, densityTable S3: Table S3: Observed salinity, [O<sub>2</sub>] and δ<sup>18</sup>O beneath the mixed layer. Results of Monte-Carlo mixing experiments in all samples beneath mixed layer: the fraction of HSLO in different water masses, [O<sub>2</sub>] and δ<sup>18</sup>O after mixing from Monte-Carlo mixing experiment. Oxygen depletion caused by mixing and total oxygen depletion. The contribution of mixing and respiration to oxygen deficit. The apparent respiration fractionation factor and the proportion of WCR and SOC to oxygen deficit.The text file contains the MATLAB code for the Monte Carlo mixing experiments. It demonstrates the computational process of the Monte Carlo method using July as an example.<br>
DOI: 10.15468/dl.n6ymx7
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample)",
 "Geometry POLYGON((96 34,119 34,119 41,96 41,96 34))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Procapra przewalskii (Büchner, 1891), Lepus capensis Linnaeus, 1758, Ochotona curzoniae (Hodgson, 1858), Moschus berezovskii Flerov, 1929, Vulpes ferrilata Hodgson, 1842, Marmota himalayana (Hodgson, 1841), Elaphurus davidianus Milne-Edwards, 1866, Myotis pilosus (Peters, 1869), Capra ibex Linnaeus, 1758, Mustela sibirica Pallas, 1773)",
 "Year 1985-2025"
 ]
}

 The dataset includes 246 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000341-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryt233
title: Occurrence Download

description: A dataset containing 3646182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "Year is 2015",
 "Month is January"
 ]
}

 The dataset includes 3646182 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000324-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy7kx9
title: Occurrence Download

description: A dataset containing 20687 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BRUVS observations at Ningaloo Marine Park, Western Australia (2019)"
 ]
}

 The dataset includes 20687 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000342-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ttatz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus bentramensis (A.Camus) A.Camus"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000333-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttnwgp
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus bicoloratus (Elmer) A.Camus"
 ]
}

 The dataset includes 13 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000334-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk5qv7
title: Occurrence Download

description: A dataset containing 350078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Castanea sativa Mill."
 ]
}

 The dataset includes 350078 records from 1997 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018575-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yvfxu
title: Occurrence Download

description: A dataset containing 45956 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena flavipes Panzer, 1799"
 ]
}

 The dataset includes 45956 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070066-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.