cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.eft8ww
title: Occurrence Download

description: A dataset containing 5115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphrasia micrantha Rchb.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 5115 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161994-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryp8qt
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Cryptospiza reichenovii",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 521 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068494-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7eac8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenagrion hylas (Trybom, 1889)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224294-220831081235567/datasets/export for details.
DOI: 10.15468/dl.jzrn2c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum gypsogenium G.L.Nesom"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010499-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j33c86
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amytornis modestus (North, 1902))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 954 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292002-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2ga8h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neolissochilus spinulosus (McClelland, 1845)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139728-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbk8ey
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Batis dimorpha (Shelley, 1893))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 76 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292009-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcwm9z
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllodictyon anastomosans (Harv.) Kraft & M.J.Wynne"
 ]
}

 The dataset includes 707 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139715-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6cqg7
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taxus cuspidata Siebold & Zucc.",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 754 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292026-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uh6xk
title: Occurrence Download

description: A dataset containing 786 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Percursaria percursa (C.Agardh) Rosenv."
 ]
}

 The dataset includes 786 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139707-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xbqvf
title: Occurrence Download

description: A dataset containing 9759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elymus hystrix L.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9759 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010466-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn6t4u
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prioneris philonome (Boisduval, 1836)"
 ]
}

 The dataset includes 250 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139704-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4vn7q
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum densiflorum Davis"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010459-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u936cr
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heliophila amplexicaulis L.f."
 ]
}

 The dataset includes 117 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195766-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cagpyv
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhipilia orientalis A.Gepp & E.Gepp"
 ]
}

 The dataset includes 127 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139724-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m4d9n
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudobryopsis myura (J.Agardh) Berthold, 1904"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139721-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft82ap
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidaria",
 "DatasetKey is Mollusques continentaux de France-Inventaire malacologique dans la cadre de l'étude faune-flore de l'étude d'impact du dossier \"alimentation en eau potable du secteur du Tardenois (02)\"",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209748-230224095556074/datasets/export for details.
DOI: 10.15468/dl.gzk2cd
title: Occurrence Download

description: A dataset containing 14264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus deltoides W.Bartram ex Marshall",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14264 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292019-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz6c7h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Symposiachrus ateralbus (Salomonsen, 1964))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292020-220831081235567/datasets/export for details.
DOI: 10.15468/dl.tnx4et
title: Occurrence Download

description: A dataset containing 3344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetomorpha ligustica (Kütz.) Kütz."
 ]
}

 The dataset includes 3344 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139731-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dv2yg3
title: Occurrence Download

description: A dataset containing 3474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pituophis catenifer deserticola Stejneger, 1893"
 ]
}

 The dataset includes 3474 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010479-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vtutv
title: Occurrence Download

description: A dataset containing 4476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhizoclonium riparium (Roth) Harvey"
 ]
}

 The dataset includes 4476 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139729-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y95j8
title: Occurrence Download

description: A dataset containing 3255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotaphytus bicinctores Smith & Tanner, 1972"
 ]
}

 The dataset includes 3255 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010497-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47z3rq
title: Occurrence Download

description: A dataset listing the 5551 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is KUBI Invertebrate Paleontology Collection"
 ]
}

 The dataset's 5551 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050962-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unmqj5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abildgaardia tristachya Vahl",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050974-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29321930
title: Data and code for: Population dynamics of butterflies in rural‒urban ecosystems: A case study at Assam down town University in the northeastern region of India

description: Butterflies serve as valuable bioindicators for assessing ecosystem health due to their sensitivity to habitat changes, rapid life cycles, and extensive mobility. University campuses are increasingly acknowledged as important refuges for butterfly populations, yet their role in supporting butterfly diversity and conservation remains understudied. The Assam down town University campus, situated in the biodiverse northeastern region of India, holds significant biogeographic importance for faunal studies. However, despite its ecological relevance, the diversity and spatial distribution of butterflies across its scenic and roadside habitats remain unexplored to date.We assessed butterfly species richness, assemblage composition, and diversity through structured sampling using the purposive point count method across different seasons. Despite the small size of the study area, a total of 2295 individual butterflies belonging to 101 species representing all six families were recorded from August 2023 to July 2024, with Nymphalidae and Riodinidae emerging as the most and least dominant families in terms of species and individuals. Butterfly distribution was uneven in both habitats, showing greater abundance, species richness, and diversity during the dry season. Among the recorded species, two were listed on the IUCN Red List, while six were classified as threatened under Schedules I, II, and IV of India's Wild Life (Protection) Act, 1972. This study provides the first comprehensive documentation of butterfly diversity in rural-urban habitats around university campuses, revealing striking seasonal variations and notable species richness in the region. Our findings indicate that tropical and subtropical university campuses can function as biodiversity refugia in urban settings through the maintenance of green spaces, cultivation of native flora, preservation of air quality, and adoption of organic management practices.
DOI: 10.6084/m9.figshare.29321930.v1
title: Data and code for: Population dynamics of butterflies in rural‒urban ecosystems: A case study at Assam down town University in the northeastern region of India

description: Butterflies serve as valuable bioindicators for assessing ecosystem health due to their sensitivity to habitat changes, rapid life cycles, and extensive mobility. University campuses are increasingly acknowledged as important refuges for butterfly populations, yet their role in supporting butterfly diversity and conservation remains understudied. The Assam down town University campus, situated in the biodiverse northeastern region of India, holds significant biogeographic importance for faunal studies. However, despite its ecological relevance, the diversity and spatial distribution of butterflies across its scenic and roadside habitats remain unexplored to date.We assessed butterfly species richness, assemblage composition, and diversity through structured sampling using the purposive point count method across different seasons. Despite the small size of the study area, a total of 2295 individual butterflies belonging to 101 species representing all six families were recorded from August 2023 to July 2024, with Nymphalidae and Riodinidae emerging as the most and least dominant families in terms of species and individuals. Butterfly distribution was uneven in both habitats, showing greater abundance, species richness, and diversity during the dry season. Among the recorded species, two were listed on the IUCN Red List, while six were classified as threatened under Schedules I, II, and IV of India's Wild Life (Protection) Act, 1972. This study provides the first comprehensive documentation of butterfly diversity in rural-urban habitats around university campuses, revealing striking seasonal variations and notable species richness in the region. Our findings indicate that tropical and subtropical university campuses can function as biodiversity refugia in urban settings through the maintenance of green spaces, cultivation of native flora, preservation of air quality, and adoption of organic management practices.
DOI: 10.34740/kaggle/dsv/12195140
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29267123.v4
title: Network_Based_Multi_Axial_Cognitive_Framework.pdf

description: A Three-Axis Framework for Neural Network Organization: From Cognitive Probability Clouds to Clinical Applications

A theoretical framework proposing that neural organization follows three orthogonal dimensions: η (control direction), τ (temporal processing), and α (processing mode). These axes generate eight distinct cognitive probability clouds that exist as probability distributions rather than discrete categories, each operating under finite resource allocation constraints. The probability clouds correspond to specific brain networks and generate ten functionally coherent cognitive streams through systematic anatomical pathways, with cognitive resources continuously redistributed across competing processing demands according to task requirements and pathological states. 

The framework introduces resource allocation dynamics with conservation principles: the sum of resource allocation across all probability clouds equals 100% of available processing capacity, creating competitive dynamics where increased activation in one cognitive system necessarily reduces resources available to others. This enables precise clinical predictions, including specific resource allocation patterns for psychiatric disorders (e.g., C2 hyperactivation consuming 40-70% of total resources in major depressive disorder, C1-C3 hyperactivation consuming 60-80% in OCD). 

The framework provides testable hypotheses for consciousness research and precision psychiatric interventions through dynamic resource allocation modeling, experimental validation protocols, and biomarker-guided treatment selection. Includes detailed neural mappings, resource competition principles, clinical applications with specific resource allocation dysfunction patterns, and comprehensive experimental validation approaches for measuring cognitive resource allocation in real-time during complex cognitive and emotional tasks.
DOI: 10.15468/dl.q52yv7
title: Occurrence Download

description: A dataset containing 916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ficedula albicollis (Pallas, 1811), Acrocephalus arundinaceus (Temminck & Schlegel, 1847), Emberiza calandra Aerc Tac, 2003, Porzana parva (Scopoli, 1769), Rana dalmatina Bonaparte, 1840, Myotis daubentonii (Leisler, 1819), Coronella austriaca Kristan, 1957, Pipistrellus kuhlii (Natterer, 1819), Myotis mystacinus (Leisler, 1819), Bufo calamita Cope, 1864, Myotis bechsteinii (Leisler, 1818))",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "DecimalLatitude is greater than or equal to 47.53364139636112",
 "DecimalLatitude is less than or equal to 54.8769089978912",
 "DecimalLongitude is greater than or equal to 6.033629",
 "DecimalLongitude is less than or equal to 15.037743",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 916 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050975-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78a4n9
title: Occurrence Download

description: A dataset containing 9510 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fistularia commersonii Rüppell, 1838"
 ]
}

 The dataset includes 9510 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050978-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv8w24
title: Occurrence Download

description: A dataset containing 3951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Arremon aurantiirostris Lafresnaye, 1847",
 "Year 2023-2025"
 ]
}

 The dataset includes 3951 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050977-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e373fd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abildgaardia tristachya Vahl",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050979-250525065834625/datasets/export for details.
DOI: 10.15468/dl.gye2wa
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "GadmGid is IND.35_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parthenium hysterophorus L."
 ]
}

 The dataset includes 77 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050980-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.