cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11202526
title: UAV Canyelles Vineyard Dataset 2023-04-28

description: The dataset encompasses these Drone-Captured Image Folders:



RGB.tar.gz: A compilation of the top-view RGB images.

SHAPE.tar.gz: It contains the Agisoft shape that defines the vineyard area as vineyard_shape.

POINTCLOUD.tar.gz: Point Clouds of the complete terrain and cropped vineyard area defined by vineyard_shape.

ORTHOMOSAICS.tar.gz: A folder containing the following RGB orthomosaic images of the complete terrain and the cropped vineyard area defined by vineyard_shape.

DEM.tar.gz: Represents the digital model of the surface that defines the ground topography.


The data collection procedure involved flying the DJI MAVIC 3 CLASSIC drone over the vineyard in Canyelles in Catalonia, Spain. The flight took place under sunny weather conditions with an average temperature of 26 degrees Celsius.
DOI: 10.5281/zenodo.14967470
title: UAV Canyelles Vineyard Dataset 2023-04-28

description: The dataset includes the following components:



RGB: contains 1359 RGB images captured using a DJI Mavic 3 Classic UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the point cloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped point clouds, processed using Metashape Agisoft, and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaic images, generated with Metashape Agisoft, in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

The data collection procedure involved flying the DJI MAVIC 3 CLASSIC drone over the vineyard on April 28th, 2023, in Canyelles, Catalonia, Spain. The flight took place under sunny weather conditions with an average temperature of 26 degrees Celsius.
DOI: 10.5281/zenodo.15058215
title: UAV Canyelles Vineyard Dataset 2023-04-28

description: The dataset includes the following components:



RGB: contains 488 RGB images captured using a DJI Mavic 3 Classic UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the point cloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped point clouds, processed using Metashape Agisoft, and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaic images, generated with Metashape Agisoft, in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

The data collection procedure involved flying the DJI MAVIC 3 CLASSIC drone over the vineyard on April 28th, 2023, in Canyelles, Catalonia, Spain. The flight took place under sunny weather conditions with an average temperature of 26 degrees Celsius.
DOI: 10.5281/zenodo.15124471
title: UAV Canyelles Vineyard Dataset 2023-04-28

description: The dataset includes the following components:



RGB: contains 488 RGB images captured using a DJI Mavic 3 Classic UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the point cloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped point clouds, processed using Metashape Agisoft, and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaic images, generated with Metashape Agisoft, in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

The data collection procedure involved flying the DJI MAVIC 3 CLASSIC drone over the vineyard on April 28th, 2023, in Canyelles, Catalonia, Spain. The flight took place under sunny weather conditions with an average temperature of 26 degrees Celsius.
DOI: 10.5281/zenodo.15040188
title: UAV Canyelles Vineyard Dataset 2024-05-23

description: The dataset includes the following components:



RGB: contains 426 RGB images captured using a DJI Mavic 3M UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the pointcloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped pointclouds in RGB, NIR, G, RE, R and NDVI. All of them were processed using Metashape Agisoft and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaics in RGB, NIR, G, RE, R and NDVI. All of them were generated using Metashape Agisoft and are in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

Data collection took place on May 23th, 2024, in Canyelles, Catalonia, Spain. The UAV was automatically flown at an altitude of 20 meters, ensuring sufficient frontal and side overlap between images.
DOI: 10.5281/zenodo.15040189
title: UAV Canyelles Vineyard Dataset 2024-05-23

description: The dataset includes the following components:



RGB: contains 426 RGB images captured using a DJI Mavic 3M UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the pointcloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped pointclouds in RGB, NIR, G, RE, R and NDVI. All of them were processed using Metashape Agisoft and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaics in RGB, NIR, G, RE, R and NDVI. All of them were generated using Metashape Agisoft and are in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

Data collection took place on May 23th, 2024, in Canyelles, Catalonia, Spain. The UAV was automatically flown at an altitude of 20 meters, ensuring sufficient frontal and side overlap between images.
DOI: 10.5281/zenodo.15120063
title: UAV Canyelles Vineyard Dataset 2024-05-23

description: The dataset includes the following components:



RGB: contains 426 RGB images captured using a DJI Mavic 3M UAV. The images are stored in JPG format, with metadata that includes location information, camera settings and capture dates.

SHAPE: contains the shape file used in Metashape Agisoft to crop the pointcloud, orthomosaics and DEM, ensuring a clear visualization of the vineyard rows.

POINTCLOUDS: includes both the raw and cropped pointclouds in RGB, NIR, G, RE, R and NDVI. All of them were processed using Metashape Agisoft and stored in XYZ format (.txt).

ORTHOMOSAICS: includes the original and cropped orthomosaics in RGB, NIR, G, RE, R and NDVI. All of them were generated using Metashape Agisoft and are in TIF format.

DEM: contains the original and cropped DEM images, also processed using Metashape Agisoft, and stored in TIF format.


This data is aligned with the rest of UAV Canyelles Vineyard Datasets uploaded by Noumena (UC1), so different orthomosaics / pointclouds / DEM of different dates can be analyzed jointly for cropped and uncropped files. 

Data collection took place on May 23th, 2024, in Canyelles, Catalonia, Spain. The UAV was automatically flown at an altitude of 20 meters, ensuring sufficient frontal and side overlap between images.
DOI: 10.15468/dl.fq3yhc
title: Occurrence Download

description: A dataset containing 2926800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tringa melanoleuca (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 2926800 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047083-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5g39p
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tortella japonica (Besch.) Broth."
 ]
}

 The dataset includes 108 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150076-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6sks6
title: Occurrence Download

description: A dataset containing 7360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larrea tridentata (DC.) Coult."
 ]
}

 The dataset includes 7360 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027715-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hph97v
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium orimeles W.R.Linton"
 ]
}

 The dataset includes 506 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020990-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2888r9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemiboea longzhouensis W.T.Wang"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021028-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwsc76
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucurbita foetidissima Kunth",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 357 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163269-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjivig
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sassafras randaiense (Hayata) Rehder"
 ]
}

 The dataset includes 180 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027715-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph8c2x
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta glomerata Choisy",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 105 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163229-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5chnb5
title: Occurrence Download

description: A dataset containing 10680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocotyle sibthorpioides Lam.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10680 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021009-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.50pllv
title: Occurrence Download

description: A dataset containing 1819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Larrea tridentata (DC.) Coult.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1819 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027717-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h4vbq
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus lobatus (Murray) Kuntze"
 ]
}

 The dataset includes 644 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021020-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5x862h
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta indecora Choisy",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 281 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163231-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ouhthw
title: Occurrence Download

description: A dataset containing 4519 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MZL Invertebrate Collections"
 ]
}

 The dataset includes 4519 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027717-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.327ke5
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex buxbaumii Wahlenb.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 780 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174768-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgk3kq
title: Occurrence Download

description: A dataset containing 37965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Imperata cylindrica (L.) Raeusch.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37965 records from 377 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021026-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eofplp
title: Occurrence Download

description: A dataset containing 1756 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera tigris (Linnaeus, 1758)"
 ]
}

 The dataset includes 1756 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027718-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.askjf8
title: Occurrence Download

description: A dataset containing 3390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycodon grandiflorus (Jacq.) A.DC.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3390 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020922-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4tshu
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex cephaloidea (Dewey) Dewey",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 148 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174778-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm65vy
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Geographically tagged INSDC sequences",
 "TaxonKey is Helianthemum Mill."
 ]
}

 The dataset includes 532 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027718-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x76b5
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera korolkowii Stapf",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012572-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vlmszx
title: Occurrence Download

description: A dataset containing 776 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea liberica W.Bull"
 ]
}

 The dataset includes 776 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013147-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4trbl
title: Occurrence Download

description: A dataset containing 105427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum thapsus L."
 ]
}

 The dataset includes 105427 records from 533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027718-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hx5mn
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Viguiera corumbensis Malme",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043701-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acujzs
title: Occurrence Download

description: A dataset containing 11712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)",
 "Year 2014-2024"
 ]
}

 The dataset includes 11712 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044711-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcahhz
title: Occurrence Download

description: A dataset containing 3616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrortyx macroura (Jardine & Selby, 1828)"
 ]
}

 The dataset includes 3616 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002970-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7np5q3
title: Occurrence Download

description: A dataset containing 913605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya marila (Linnaeus, 1761)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 913605 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009926-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayaj57
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Viguiera dissitifolia Baker",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043704-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhrn7b
title: Occurrence Download

description: A dataset containing 3066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Testudines)"
 ]
}

 The dataset includes 3066 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082722-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.