cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/w0vx-3g85
title: Libraries for hydrologic model (GR4J and Sacramento) parameters which are robust under various climate conditions

description: The data consists of rainfall runoff model parameter sets that produce expected rainfall runoff coefficients (ratio of runoff to rainfall) for a range of environmental conditions. Parameter sets were collected for two popular rainfall runoff models, GR4J and Sacramento. The parameter libraries are designed to be suitable for climate change studies.
DOI: 10.15468/dl.y4r47n
title: Occurrence Download

description: A dataset containing 17957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Matricaria discoidea DC.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17957 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079234-250525065834625/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.29434347
title: Additional file 1 of The effect of the flipped learning model on grammar test scores and student perceptions in a South Korean EFL setting

description: Additional file 1.
DOI: 10.6084/m9.figshare.29434347.v1
title: Additional file 1 of The effect of the flipped learning model on grammar test scores and student perceptions in a South Korean EFL setting

description: Additional file 1.
DOI: 10.15468/dl.smf4a8
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora kernoviae Brasier, Beales & S.A.Kirk",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079235-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qshse
title: Occurrence Download

description: A dataset containing 1278964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-05-04",
 "EventDate is less than or equal to 2025-06-03",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1278964 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079213-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15769737
title: Undergraduate Pacific Studies Exam Generation and Answering Using Retrieval Augmented Generation and Large Language Models

description: This repository contains the source code and data used for evaluating RAG versus non-RAG performance of OpenAI models. It includes:



A Jupyter notebook (RAG_Assistant_and_Metrics.ipynb) implementing the RAG (Retrieval-Augmented Generation) assistants and evaluating performance using various metrics. 

The notebook uses two models (GPT-3.5-Turbo and GPT-4-Turbo) with access to an undergraduate textbook to generate true/false, multiple choice, and long-form questions. Four models are then evaluated: two with textbook access (RAG-enabled GPT-3.5-Turbo and GPT-4-Turbo), and two without (ChatGPT-3.5-Turbo and ChatGPT-4-Turbo). Their responses are scored against the answer key using a variety of metrics to quantify the benefit of RAG for factual accuracy, semantic similarity, and overall response quality:



ROUGE-1 from the rouge_score package

cosine_similarity from sklearn.metrics.pairwise

Embedding similarity using spaCy's transformer-based embeddings






Merged results (EXAMS.csv) combining 14 separate exam datasets with answer keys, retrieved textbook excerpts, and responses from each model.

A final metrics summary (score_results.csv) representing performance scores.
DOI: 10.5281/zenodo.15769736
title: Undergraduate Pacific Studies Exam Generation and Answering Using Retrieval Augmented Generation and Large Language Models

description: This repository contains the source code and data used for evaluating RAG versus non-RAG performance of OpenAI models. It includes:



A Jupyter notebook (RAG_Assistant_and_Metrics.ipynb) implementing the RAG (Retrieval-Augmented Generation) assistants and evaluating performance using various metrics. 

The notebook uses two models (GPT-3.5-Turbo and GPT-4-Turbo) with access to an undergraduate textbook to generate true/false, multiple choice, and long-form questions. Four models are then evaluated: two with textbook access (RAG-enabled GPT-3.5-Turbo and GPT-4-Turbo), and two without (ChatGPT-3.5-Turbo and ChatGPT-4-Turbo). Their responses are scored against the answer key using a variety of metrics to quantify the benefit of RAG for factual accuracy, semantic similarity, and overall response quality:



ROUGE-1 from the rouge_score package

cosine_similarity from sklearn.metrics.pairwise

Embedding similarity using spaCy's transformer-based embeddings






Merged results (EXAMS.csv) combining 14 separate exam datasets with answer keys, retrieved textbook excerpts, and responses from each model.

A final metrics summary (score_results.csv) representing performance scores.
DOI: 10.6084/m9.figshare.29434337
title: EFEKTIVITAS METODE PEMBELAJARAN BERBASIS TEKNOLOGI DALAM MENINGKATKAN KUALITAS PENDIDIKAN (2).pdf

description: Penelitian ini membahas terkait berbagai isu permasalahan pendidikan di era berkembangnya teknologi digital serta implementasi media pembelajaran digital terhadap aktivitas belajar peserta didik di Indonesia. Tujuan dari penelitian ini, untuk menelaah faktor penentu keberhasilan dengan berbagai tantangannya. Penelitian ini menggunakan metode kualitatif berupa kajian literatur melalui penelusuran dan analisis terhadap berbagai sumber literatur, dalam konteks pembelajaran digital berbasis teknologi dalam keefektifan untuk peningkatan kualitas pendidikan. Berdasarkan hasil temuan penelitian, ada beberapa faktor yang memengaruhi keberhasilan pembelajaran berbasis teknologi terhadap peserta didik. Namun demikian, faktor-faktor tersebut, tidak luput dari berbagai tantangan yang muncul berupa keterbatasan dalam implementasi pelaksanaannya. Tidak hanya itu, penelitian ini juga menyertai solusi yang diharapkan mampu diimplementasikan dalam kegiatan belajar mengajar berbasis digitalisasi.<br>
DOI: 10.6084/m9.figshare.29434337.v1
title: EFEKTIVITAS METODE PEMBELAJARAN BERBASIS TEKNOLOGI DALAM MENINGKATKAN KUALITAS PENDIDIKAN (2).pdf

description: Penelitian ini membahas terkait berbagai isu permasalahan pendidikan di era berkembangnya teknologi digital serta implementasi media pembelajaran digital terhadap aktivitas belajar peserta didik di Indonesia. Tujuan dari penelitian ini, untuk menelaah faktor penentu keberhasilan dengan berbagai tantangannya. Penelitian ini menggunakan metode kualitatif berupa kajian literatur melalui penelusuran dan analisis terhadap berbagai sumber literatur, dalam konteks pembelajaran digital berbasis teknologi dalam keefektifan untuk peningkatan kualitas pendidikan. Berdasarkan hasil temuan penelitian, ada beberapa faktor yang memengaruhi keberhasilan pembelajaran berbasis teknologi terhadap peserta didik. Namun demikian, faktor-faktor tersebut, tidak luput dari berbagai tantangan yang muncul berupa keterbatasan dalam implementasi pelaksanaannya. Tidak hanya itu, penelitian ini juga menyertai solusi yang diharapkan mampu diimplementasikan dalam kegiatan belajar mengajar berbasis digitalisasi.<br>
DOI: 10.15468/dl.jzzsae
title: Occurrence Download

description: A dataset containing 896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is China",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is CHN.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nymphalidae",
 "Year 2020-2025"
 ]
}

 The dataset includes 896 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079237-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huqknd
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onopordum acanthium L.",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079240-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x36gnh
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blatta orientalis Linnaeus, 1758",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 345 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079238-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75gffu
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onopordum acanthium L.",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 118 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079242-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkkpe7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onopordum acanthium L.",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079241-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx7bfb
title: Occurrence Download

description: A dataset containing 327020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 327020 records from 689 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079217-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111112767
title: Receipt of animal sacrifice, UT 1599-8

description: [Text Description:] Receipt of animal sacrifice to the goddess Nana. ❧ [Text or Publication Number Note:] UT 1599-8 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small rectangular clay tablet, pink-beige color. Shows fingerprints. LABEL: "1599" in black ink, "8" in red ink. 3 x 2.5cm. ❧ [Physical Object Note:] Reign of Shulgi, second dynastic king.
DOI: 10.15468/dl.9uxg82
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Codium Stackhouse, 1797"
 ]
}

 The dataset includes 219 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178636-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111286398
title: Jar Fragment, HITBP Arad 89

description: [Text Description:] (Belonging?) to YW… ❧ [Text or Publication Number Note:] HITBP Arad 89, Arad 89, HAE Arad(8):89, IAA 90-1036 ❧ [Excavation Description:] Found in Arad Stratum VIII ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Jar fragment incised after being fired; graffito or jar label ❧
DOI: 10.25549/inscriptifact-ouc111113555
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.7d72ca
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nouelia Franch."
 ]
}

 The dataset includes 140 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzsbre
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudoeurycea robertsi (Taylor, 1939)"
 ]
}

 The dataset includes 665 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061769-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111113556
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.25549/inscriptifact-ouc111113590
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.enmplx
title: Occurrence Download

description: A dataset containing 1919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodium scorpiurus (Sw.) Desv."
 ]
}

 The dataset includes 1919 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011102-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc1sto1652770
title: InscriptiFact -- an image database of inscriptions and artifacts
DOI: 10.25549/inscriptifact-ouc111113609
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.3q9kqd
title: Occurrence Download

description: A dataset containing 54729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gagea lutea (L.) Ker Gawl., Galium triflorum Michx., Geranium phaeum L., Geranium phaeum L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 54729 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160654-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111354101
title: List, towns, KTU 4.629

description: [Text Description:] Ugaritic Tablet KTU 4.629 ❧ [Text or Publication Number Note:] KTU 4.629; KTU2 4.629; KTU3 4.629; CTU 4.629; CAT 4.629; RS 19.061; DO 5048 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.15468/dl.pf6meq
title: Occurrence Download

description: A dataset containing 5849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza maximowiczii C.K.Schneid."
 ]
}

 The dataset includes 5849 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0419381-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111113406
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.25549/inscriptifact-ouc111354297
title: List, persons, some of them aliens or assigned to the royal authorities, KTU 4.635

description: [Text Description:] Ugaritic Tablet KTU 4.635 ❧ [Text or Publication Number Note:] KTU 4.635; KTU2 4.635; KTU3 4.635; CTU 4.635; CAT 4.635; RS 19.096; DO 5076 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.15468/dl.xkdzm7
title: Occurrence Download

description: A dataset containing 24838 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampodium L."
 ]
}

 The dataset includes 24838 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203833-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc1sto1652740
title: InscriptiFact -- an image database of inscriptions and artifacts
DOI: 10.15468/dl.zhz8sm
title: Occurrence Download

description: A dataset containing 2112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1609.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Austrelaps superbus (Günther, 1858)"
 ]
}

 The dataset includes 2112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426436-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc1sto1652757
title: InscriptiFact -- an image database of inscriptions and artifacts
DOI: 10.15468/dl.vcvrjp
title: Occurrence Download

description: A dataset containing 1418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hystrix cristata Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1418 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061770-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111113611
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.vwssl0
title: Occurrence Download

description: A dataset containing 549880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "HasCoordinate is true",
 "TaxonKey is Bivalvia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 549880 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011102-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111113615
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.25549/inscriptifact-ouc111113627
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.b3hkh4
title: Occurrence Download

description: A dataset containing 10194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zonotrichia leucophrys (J.R.Forster, 1772)",
 "Year 2011-2018"
 ]
}

 The dataset includes 10194 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173645-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.