cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/p9e-p8s-5c0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/655-615-ryk
title: Cytheromorpha fuscata (Brady, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4yr-wha-kpz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l5t-h8p-1r4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wc-emp-qjh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2y-4y9-5zx
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4a-1qr-k86
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17r-swl-yvt
title: Octineon Moseley in Fowler, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqt-jxp-n63
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/044-x4v-zpr
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ys-7wa-a1h
title: Neohibolites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ems-7h2-gwt
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.rqkeus
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Burretiodendron esquirolii (H.Lév.) Rehder",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263199-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yjgy2
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atelopus mindoensis Peters, 1973"
 ]
}

 The dataset includes 148 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252322-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.25226237
title: Equitable land redistribution in the South African agricultural sector investigating production structure and economic effects

description: This study seeks to understand and quantify the economic effects of equitable land redistribution in the South African agricultural sector and the associated impact on agricultural productivity and food security. The analysis starts by quantifying the total factor productivity (TFP) of the South African agricultural sector using time series data for the period 1980 to 2019. A growth accounting framework is applied, which entails estimating a Cobb-Douglas production function augmented with human capital and productive land to determine the time-varying factor contributions for capital, land and labour through recursive estimation of the production function.
<br>
The results reveal that the effects of land reform policy are minimal but positive at the aggregate economic level across the two scenarios in the long term. It is important to note that the analysis did not account for the costs of purchasing land by the state, however, the farmer support provided is accounted for in the Second Scenario. In scenario 1, the land loses productivity, which subsequently limits the production capacity and slows economic growth relative to the baseline the short-term results are negative because of the loss in land productivity with the transfer to new farmers. This translates to export decline and a drop in employment, in particular in labour-intensive agricultural industries like fruits, vegetables and part of grains.
<br>
<br>
<br>
<br>
DOI: 10.15468/dl.akzg39
title: Occurrence Download

description: A dataset containing 413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vitis cinerea var. floridana Munson)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 413 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066785-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc5k9w
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buxus bodinieri H.Lév.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263201-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.25226237.v1
title: Equitable land redistribution in the South African agricultural sector investigating production structure and economic effects

description: This study seeks to understand and quantify the economic effects of equitable land redistribution in the South African agricultural sector and the associated impact on agricultural productivity and food security. The analysis starts by quantifying the total factor productivity (TFP) of the South African agricultural sector using time series data for the period 1980 to 2019. A growth accounting framework is applied, which entails estimating a Cobb-Douglas production function augmented with human capital and productive land to determine the time-varying factor contributions for capital, land and labour through recursive estimation of the production function.
<br>
The results reveal that the effects of land reform policy are minimal but positive at the aggregate economic level across the two scenarios in the long term. It is important to note that the analysis did not account for the costs of purchasing land by the state, however, the farmer support provided is accounted for in the Second Scenario. In scenario 1, the land loses productivity, which subsequently limits the production capacity and slows economic growth relative to the baseline the short-term results are negative because of the loss in land productivity with the transfer to new farmers. This translates to export decline and a drop in employment, in particular in labour-intensive agricultural industries like fruits, vegetables and part of grains.
<br>
<br>
<br>
<br>
DOI: 10.15468/dl.ea7293
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elsholtzia blanda (Benth.) Benth."
 ]
}

 The dataset includes 336 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252327-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mqqng
title: Occurrence Download

description: A dataset containing 8410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocarpus R.Br."
 ]
}

 The dataset includes 8410 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245542-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak8afu
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phalaenopsis difformis (Wall. ex Lindl.) Kocyan & Schuit."
 ]
}

 The dataset includes 209 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054658-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bsu3v
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is one of (India, Bhutan, Nepal, China)",
 "DatasetKey is one of (NMNH Extant Specimen Records (USNM, US), Amphibian and reptile specimens at the Bombay Natural History Society museum, Natural History Museum (London) Collection Specimens, Vertebrate Zoology Division - Herpetology, Yale Peabody Museum, KUBI Herpetology Collection, India Biodiversity Portal publication grade dataset, Museum of Comparative Zoology, Harvard University, iNaturalist Research-grade Observations, CAS Herpetology (HERP))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ovophis monticola (Günther, 1864)"
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252329-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4sy8n
title: Occurrence Download

description: A dataset containing 459854 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Mammal Databank"
 ]
}

 The dataset includes 459854 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259656-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcpt4t
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buxus henryi Mayr",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263203-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axzqng
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Oreochromis niloticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252333-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3zgma
title: Occurrence Download

description: A dataset containing 11416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.54909 6.31375,-75.49539 6.31375,-75.49539 6.37314,-75.54909 6.37314,-75.54909 6.31375))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 11416 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254746-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nqa42
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ophionereis Lütken, 1859, Amphiura Forbes, 1843, Oplophorus H.Milne-Edwards, 1837, Paraspirobolus Brölemann, 1902, Motyxia Chamberlin, 1941, Acholoe Claparède, 1870, Pontodrilus Perrier, 1874, Spenceriella Michaelsen, 1907, Fletcherodrilus Michaelsen, 1891, Octochaetus Beddard, 1893, Microscolex Rosa, 1887, Diplotrema Spencer, 1900, Quantula striata (J.E.Gray, 1834))"
 ]
}

 The dataset includes 723 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104457-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wac966
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((30.19642 50.35888,30.19088 50.3506,30.19467 50.34301,30.19903 50.34096,30.21353 50.33702,30.21754 50.33174,30.2251 50.32767,30.23822 50.33274,30.24636 50.33897,30.24636 50.34346,30.20848 50.35849,30.19669 50.36065,30.19642 50.35888))"
 ]
}

 The dataset includes 114 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252334-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyfekq
title: Occurrence Download

description: A dataset containing 15823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anogeissus leiocarpa (DC.) Guill. & Perr."
 ]
}

 The dataset includes 15823 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259670-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ruqty
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamagrostis moupinensis Franch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263207-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r97g2e
title: Occurrence Download

description: A dataset containing 996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Opuntia stricta (Haw.) Haw."
 ]
}

 The dataset includes 996 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260043-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.da9c3m
title: Occurrence Download

description: A dataset listing the 142801 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence, Machine Observation, Material sample, Specimen)"
 ]
}

 The dataset's 142801 records were derived from 1734 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259660-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6yhaw
title: Occurrence Download

description: A dataset containing 34144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amorpha fruticosa, Amorpha fruticosa, Amorpha fruticosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34144 records from 564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002191-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfadfb
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Gomphrena haageana"
 ]
}

 The dataset includes 84 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023355-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18666150
title: Automatic descriptive answer evaluator using machine learning.

description: Parkinson's disease (PD) is a progressive neurodegenerative disorder that affects

millions of people worldwide. Early diagnosis and effective treatment are crucial

for managing the symptoms and improving the quality of life for patients. This

project aims to develop an intelligent system for the diagnosis and treatment

suggestion of Parkinson's disease using machine learning (ML) models and

natural language processing (NLP) techniques.

The proposed system leverages a Random Forest Classifier for the accurate

diagnosis of Parkinson's disease based on clinical data and patient symptoms. The

Random Forest algorithm, known for its robustness and high accuracy, is trained

on a comprehensive dataset to identify patterns and predict the presence of

Parkinson's disease with high precision.

For treatment suggestions, the system incorporates a chatbot powered by the

Natural Language Toolkit (NLTK). The chatbot interacts with patients, gathers

information about their symptoms, and provides personalized treatment

recommendations based on established medical guidelines and expert knowledge.

The NLTK-based chatbot ensures a user-friendly and interactive experience,

making it easier for patients to receive timely and relevant treatment advice.

The integration of machine learning and natural language processing in this

system offers a promising approach to enhance the diagnosis and management of

Parkinson's disease. By providing accurate diagnostic results and personalized

treatment suggestions, the system aims to support healthcare professionals and

improve patient outcomes.
DOI: 10.5281/zenodo.18666151
title: Automatic descriptive answer evaluator using machine learning.

description: Parkinson's disease (PD) is a progressive neurodegenerative disorder that affects

millions of people worldwide. Early diagnosis and effective treatment are crucial

for managing the symptoms and improving the quality of life for patients. This

project aims to develop an intelligent system for the diagnosis and treatment

suggestion of Parkinson's disease using machine learning (ML) models and

natural language processing (NLP) techniques.

The proposed system leverages a Random Forest Classifier for the accurate

diagnosis of Parkinson's disease based on clinical data and patient symptoms. The

Random Forest algorithm, known for its robustness and high accuracy, is trained

on a comprehensive dataset to identify patterns and predict the presence of

Parkinson's disease with high precision.

For treatment suggestions, the system incorporates a chatbot powered by the

Natural Language Toolkit (NLTK). The chatbot interacts with patients, gathers

information about their symptoms, and provides personalized treatment

recommendations based on established medical guidelines and expert knowledge.

The NLTK-based chatbot ensures a user-friendly and interactive experience,

making it easier for patients to receive timely and relevant treatment advice.

The integration of machine learning and natural language processing in this

system offers a promising approach to enhance the diagnosis and management of

Parkinson's disease. By providing accurate diagnostic results and personalized

treatment suggestions, the system aims to support healthcare professionals and

improve patient outcomes.
DOI: 10.15468/dl.pu23e6
title: Occurrence Download

description: A dataset containing 1403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaeophyscia orbicularis",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 1403 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023356-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f387t
title: Occurrence Download

description: A dataset containing 48818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Drymonia ruficornis"
 ]
}

 The dataset includes 48818 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023357-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35wv6q
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Gomphrena kanisii"
 ]
}

 The dataset includes 123 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023358-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwb9zx
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaeophyscia sciastra",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 560 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023359-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tacg49
title: Occurrence Download

description: A dataset containing 175154 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "Geometry POLYGON((-84.81002 32.11832,-70.49719 32.11832,-70.49719 45.29811,-84.81002 45.29811,-84.81002 32.11832))"
 ]
 },
 "HasGeospatialIssue is false",
 "TaxonKey is Procyon"
 ]
}

 The dataset includes 175154 records from 673 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023322-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.