cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uf9qzd
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracocephalum thymiflorum",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014184-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfapq3
title: Occurrence Download

description: A dataset containing 8574997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year is 2011"
 ]
}

 The dataset includes 8574997 records from 1123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014032-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17054753
title: OrnaNet: cGAN-Based Ornament Predictions for 3D Concrete Printing - Training Data

description: This repository contains the dataset and Jupyter Notebook with the training code for the OrnaNet project, as presented in the paper "OrnaNet: cGAN-Based Ornament Predictions for 3D Concrete Printing". OrnaNet is a machine learning framework that uses a conditional Generative Adversarial Network (cGAN) to predict the final geometry of ornamental designs in 3D Concrete Printing (3DCP).

The dataset consists of the complete set of processed image pairs used to train the model. These images were generated from the physically printed Tor Alva columns by pairing the geometric features of the digital print paths (input images) with the corresponding high-resolution 3D scans of the final objects (target images). The accompanying Jupyter Notebook provides the complete Python code, implementing a pix2pix architecture in TensorFlow, to train the model on this image-to-image translation task.

For a full description of the methodology, data processing, and results, please refer to the associated publication.
DOI: 10.5281/zenodo.17054754
title: OrnaNet: cGAN-Based Ornament Predictions for 3D Concrete Printing - Training Data

description: This repository contains the dataset and Jupyter Notebook with the training code for the OrnaNet project, as presented in the paper "OrnaNet: cGAN-Based Ornament Predictions for 3D Concrete Printing". OrnaNet is a machine learning framework that uses a conditional Generative Adversarial Network (cGAN) to predict the final geometry of ornamental designs in 3D Concrete Printing (3DCP).

The dataset consists of the complete set of processed image pairs used to train the model. These images were generated from the physically printed Tor Alva columns by pairing the geometric features of the digital print paths (input images) with the corresponding high-resolution 3D scans of the final objects (target images). The accompanying Jupyter Notebook provides the complete Python code, implementing a pix2pix architecture in TensorFlow, to train the model on this image-to-image translation task.

For a full description of the methodology, data processing, and results, please refer to the associated publication.
DOI: 10.15468/dl.cqzf3y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysozephyrus mushaellus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014189-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htz59a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracocephalum thymiflorum",
 "Country is Moldova, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014192-250914085247600/datasets/export for details.
DOI: 10.15468/dl.gnh2f9
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracocephalum thymiflorum",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014194-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwu72s
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dracocephalum thymiflorum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014193-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fjjzw
title: Occurrence Download

description: A dataset listing the 13216 species recorded in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset's 13216 records were derived from 1162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014165-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dw2kaz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizotrich lacustris (A.Braun) Gomont, 1892"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006649-241024112534372/datasets/export for details.
DOI: 10.15468/dl.mnsdxc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kostinophycus irregularis Vologdin, 1962"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006650-241024112534372/datasets/export for details.
DOI: 10.15468/dl.krcj7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizotrich latierita (Kützing) Gomont, 1892"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006651-241024112534372/datasets/export for details.
DOI: 10.15468/dl.gxc2kz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis albertus Duellman & Hedges, 2007"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006653-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4ynf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kosvophyton uralicum Korde, 1973"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006652-241024112534372/datasets/export for details.
DOI: 10.34740/kaggle/dsv/9735608
title: India Income Tax Return Statistics
DOI: 10.15468/dl.ayj8a9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizotrich tinctoria (C.Agardh)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006655-241024112534372/datasets/export for details.
DOI: 10.15468/dl.qwrmz5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kryptousia macronema D.O.Alvarenga, Andreote, Branco & M.F.Fiore"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006656-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24v9fd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizotrichites ordoviciensis Starmach, 1963"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006657-241024112534372/datasets/export for details.
DOI: 10.15468/dl.cdp6za
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kryptousia microlepis D.O.Alvarenga, Andreote, Branco & M.F.Fiore"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006659-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4end2p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis amydrotus (Duellman & Lehr, 2007)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006660-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhudsz
title: Occurrence Download

description: A dataset containing 7032 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acyrthosiphon pisum (Harris, 1776)"
 ]
}

 The dataset includes 7032 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006661-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr6bug
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytonema alatum (Carm.) Borzi"
 ]
}

 The dataset includes 90 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006662-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyuqdu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kussiella kussiensis Krylov, 1963"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006663-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2drdk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoradendron fosteri Kuijt"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006664-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vwnns
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoradendron fragile Urb."
 ]
}

 The dataset includes 88 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006665-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3utzcz
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytonema arcangeli Bornet & Flahault"
 ]
}

 The dataset includes 59 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006667-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6azq24
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "GadmGid is one of (IDN.34_1, IDN.35_1)",
 "TaxonKey is Pongo pygmaeus (Linnaeus, 1760)"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006668-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znf8pp
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoradendron galeottii Trel."
 ]
}

 The dataset includes 193 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006666-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq94dc
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kyrtuthrix maculans (Gomont) Umezaki"
 ]
}

 The dataset includes 102 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006669-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysgcrq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytonema austinii Wood"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006670-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93bak5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamellophycus aculeatus Vologdin, 1962"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006671-241024112534372/datasets/export for details.
DOI: 10.15468/dl.hrtq4f
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis aniptopalmatus (Duellman & Hedges, 2005)"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006672-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2wc3g
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytonema bewsii F.E.Fritsch"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006673-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4ru3f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamellostroma vesculata Vologdin, 1962"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006676-241024112534372/datasets/export for details.
DOI: 10.15468/dl.9qq77r
title: Occurrence Download

description: A dataset containing 7032 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acyrthosiphon pisum (Harris, 1776)"
 ]
}

 The dataset includes 7032 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006675-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.245592
title: Occurrence Download

description: A dataset containing 1339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agropyron Gaertn."
 ]
}

 The dataset includes 1339 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006435-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2n2pl1
title: CCDC 2445453: Experimental Crystal Structure Determination

description: Related Article: Jinghe Weng, Shenggui Wen, Fengxian Liang, Yuyi Li, Xinran Cui, Xueming Li|2025|Dyes Pigm.|242|112939|doi:10.1016/j.dyepig.2025.112939
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n2pm2
title: CCDC 2445454: Experimental Crystal Structure Determination

description: Related Article: Jinghe Weng, Shenggui Wen, Fengxian Liang, Yuyi Li, Xinran Cui, Xueming Li|2025|Dyes Pigm.|242|112939|doi:10.1016/j.dyepig.2025.112939
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n2pp4
title: CCDC 2445456: Experimental Crystal Structure Determination

description: Related Article: Jinghe Weng, Shenggui Wen, Fengxian Liang, Yuyi Li, Xinran Cui, Xueming Li|2025|Dyes Pigm.|242|112939|doi:10.1016/j.dyepig.2025.112939
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.57830/2305163
title: Southeast Coast Network Landbird Monitoring in the Southeastern United States, 2024 cumulative data package

description: The National Park Service (NPS) operates 32 Inventory & Monitoring (I&M) networks across the United States encompassing over 280 parks.  Each I&M network has established "vital signs" monitoring in its parks. These vital signs represent elements and processes in park ecosystems that help indicate the overall health or condition of park resources. Just as people monitor their vital signs such as blood pressure and pulse, the parks monitor selected vital signs to help them understand the condition and trends of park natural resources. Network personnel monitor physical resources and processes (such as air, water, climate, fire, erosion), biological attributes (such as species and biological communities), and ecological processes (such as disturbance and productivity).
The Southeast Coast Network (SECN) contains 15 parks containing natural resources, located in Alabama, Florida, Georgia, North Carolina, and South Carolina.
Each spring, SECN collects audio recording data during implementation of the SECN's Landbird Community Monitoring Protocol.  Automated recording devices (ARDs) are used to capture landbird vocalizations every second morning between March and June at up to 30 spatially-balanced random sampling locations per park.  Five of the SECN's 15 parks are sampled each year on a three-year rotation.  All discernable bird vocalizations are reviewed from selected recordings and classified to species.
These data address the following protocol objectives: (1) evaluate status of landbird community species richness during the spring breeding season and (2) assess landbird occupancy and spatial distribution at sampling locations during the breeding season.
DOI: 10.57830/2288412
title: Landbird Monitoring in Southeast Coast Network parks: 2017 summary briefs

description: The National Park Service (NPS) operates 32 Inventory & Monitoring (I&M) networks across the United States encompassing over 280 parks. Each I&M network has established "vital signs" monitoring in its parks. These vital signs represent elements and processes in park ecosystems that help indicate the overall condition of park resources. Network personnel monitor physical resources and processes (e.g., shoreline erosion or water quality), biological attributes (e.g., wildlife and vegetation communities), and ecological processes (such as disturbance and productivity). The Southeast Coast Network (SECN) contains 15 parks containing natural resources, located in Alabama, Florida, Georgia, North Carolina, and South Carolina.  Each spring, SECN collects audio recording data during implementation of the SECN's Landbird Community Monitoring Protocol. Automated recording devices (ARDs) are used to capture landbird vocalizations every other morning between March and June at up to 30 spatially-balanced random sampling locations per park. Five of the SECN's 15 parks are sampled each year on a three-year rotation. All discernable bird vocalizations are reviewed in selected recordings and classified to species. The brief(s) contained in this repository address the following protocol objectives: (1) evaluate status of landbird community species richness during the spring breeding season and (2) assess landbird occupancy and spatial distribution at sampling locations during the breeding season.