cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kh6p9k
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tabernaemontana sphaerocarpa"
 ]
}

 The dataset includes 346 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040536-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4aaacu
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tagetes minuta",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040534-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa8wkv
title: Occurrence Download

description: A dataset containing 15327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Uvularia grandiflora"
 ]
}

 The dataset includes 15327 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040535-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mt6r8d
title: Occurrence Download

description: A dataset containing 8249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphoides indica"
 ]
}

 The dataset includes 8249 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040537-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysa4v5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040539-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fczbg9
title: Occurrence Download

description: A dataset containing 1170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tabernaemontana alternifolia"
 ]
}

 The dataset includes 1170 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040538-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7q68m
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tagetes minuta",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 191 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040541-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ba7qf
title: Occurrence Download

description: A dataset containing 97625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.11_1",
 "Geometry POLYGON((-72.19178 47.47667,-72.30044 46.48161,-71.12448 46.54222,-69.98425 46.82446,-69.84733 47.27812,-69.90538 47.69393,-71.01775 47.89905,-72.19178 47.47667))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 97625 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040471-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e7uaw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tagetes minuta",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040542-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.keur5w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ardea herodias)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040540-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.14051741
title: K1702 - Kura Clover (Trifolium ambiguum) USDA Accession Image Dataset

description: Images

This dataset consists of 1135 images of Kura clover (Trifolium ambiguum) USDA accessions grown at The Land Institute in Salina, Kansas over the 2017 growing season. Each image contains a single Kura clover plant framed by a 1/2" PVC sampling quadrat with internal dimensions of 16"x16" (internal area of 0.165 m2). Kura clover plots were hand weeded to remove all other vegetation except Kura clover. Some images may contain dead clover accessions that are either brown and dried up, or missing entirely. The images were acquired with a Canon EOS Rebel T6 DSLR camera under the following settings:



ISO: 200

Exposure: Auto

Focal Length: Variable (33-40mm)

Format: JPEG

Size: 5184x3456

Metering Mode: Multi-segment


Images were acquired on two different dates: 2017-06-08 and 2017-07-03 and were named using the following convention "<IMG_ID>_<yyyymmdd>.jpg". All image can be found in processed/images folder.  No image preprocessing was performed.

Annotations

The annotations consist of segmentation masks and bounding boxes. Each segmentation mask is saved as a png image and named using the convention "IMG_ID>_<yyyymmdd>.png".  The segmentation class labels ('segmentation_class_map.json') are as follows:



0: 'soil' background class containing all soil and non-target materials

1: 'quadrat'

2: 'clover'


We drew bounding boxes for the quadrat, each quadrat corner, and the entire clover plant. The class labels ('obj_det_class_map.json') are as follows:



1: 'clover'

2: 'quadrat'

3: 'quadrat_corner'


Bounding boxes are in (xmin, ymin, xmax, ymax) format and can be found in 'bboxes.csv'.

All images are annotated using Labelbox software. Masks were generated by point prompts using Meta's Segment Anything model (SAM). The point prompts used to generate the masks can be found in 'SAM_points.csv'

Additionally, some kura clover plants died or are not present in the plots where they were planted. We included the file 'plant_status.csv' to indicate which images include a living plant or a dead one.

Train/Val/Test Split

All 1035 images were randomly split with an 80/20 split on 1000 of the images (n=880, n=220) with the final 35 images reserved for the test holdout set. The file 'data_split.csv' holds the split class for each image.

This dataset is released under a Creative Commons Attribution 4.0 International license which allows redistribution and re-use of the data herein as long as all authors are appropriately credited.
DOI: 10.5281/zenodo.16412834
title: K1702 - Kura Clover (Trifolium ambiguum) USDA Accession Image Dataset

description: Images

This dataset consists of 1135 images of Kura clover (Trifolium ambiguum) USDA accessions grown at The Land Institute in Salina, Kansas over the 2017 growing season. Each image contains a single Kura clover plant framed by a 1/2" PVC sampling quadrat with internal dimensions of 16"x16" (internal area of 0.165 m2). Kura clover plots were hand weeded to remove all other vegetation except Kura clover. Some images may contain dead clover accessions that are either brown and dried up, or missing entirely. The images were acquired with a Canon EOS Rebel T6 DSLR camera under the following settings:



ISO: 200

Exposure: Auto

Focal Length: Variable (33-40mm)

Format: JPEG

Size: 5184x3456

Metering Mode: Multi-segment


Images were acquired on two different dates: 2017-06-08 and 2017-07-03 and were named using the following convention "<IMG_ID>_<yyyymmdd>.jpg". All image can be found in processed/images folder.  No image preprocessing was performed.

Annotations

The annotations consist of segmentation masks and bounding boxes. Each segmentation mask is saved as a png image and named using the convention "IMG_ID>_<yyyymmdd>.png".  The segmentation class labels ('segmentation_class_map.json') are as follows:



0: 'soil' background class containing all soil and non-target materials

1: 'quadrat'

2: 'clover'


We drew bounding boxes for the quadrat, each quadrat corner, and the entire clover plant. The class labels ('obj_det_class_map.json') are as follows:



1: 'clover'

2: 'quadrat'

3: 'quadrat_corner'


Bounding boxes are in (xmin, ymin, xmax, ymax) format and can be found in 'bboxes.csv'.

All images are annotated using Labelbox software. Masks were generated by point prompts using Meta's Segment Anything model (SAM). The point prompts used to generate the masks can be found in 'SAM_points.csv'

Additionally, some kura clover plants died or are not present in the plots where they were planted. We included the file 'plant_status.csv' to indicate which images include a living plant or a dead one.

Train/Val/Test Split

All 1035 images were randomly split with an 80/20 split on 1000 of the images (n=880, n=220) with the final 35 images reserved for the test holdout set. The file 'data_split.csv' holds the split class for each image.

This dataset is released under a Creative Commons Attribution 4.0 International license which allows redistribution and re-use of the data herein as long as all authors are appropriately credited.
DOI: 10.15468/dl.xseyap
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040543-250717081556266/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2jwvw5
title: CCDC 2350478: Experimental Crystal Structure Determination

description: Related Article: Harsha Arya, Ramaswamy Murugavel|2025|Dalton Trans.|54|11232|doi:10.1039/D5DT00783F
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.cc2jwvx6
title: CCDC 2350479: Experimental Crystal Structure Determination

description: Related Article: Harsha Arya, Ramaswamy Murugavel|2025|Dalton Trans.|54|11232|doi:10.1039/D5DT00783F
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.cc2kqf1s
title: CCDC 2375035: Experimental Crystal Structure Determination

description: Related Article: Yafia Kousin Mirza, Partha Sarathi Bera, R. Nandini, Dhrubajyoti Talukdar, Sachin Balaso Mohite, Manoj V. Mane, Milan Bera|2025|Green Chemistry|27|8972|doi:10.1039/D5GC01273B
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: 10.15468/dl.jvvhfd
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crenicichla sedentaria)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040544-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ajww2
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ottoschulzia rhodoxylon"
 ]
}

 The dataset includes 104 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040548-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stqe83
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysiphe hypophylla",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040546-250717081556266/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.cc2kk4jt
title: CCDC 2369966: Experimental Crystal Structure Determination

description: Related Article: Darakhshan Parveen, Avadhesh Pratap Singh, Alok Kumar Verma, Abhishek Kumar, Divya Pratap Singh, Suryabhan Singh, Ashish Kumar Singh, Shrishila N. Unki |2025|J.Mol.Struct.|1342|142689|doi:10.1016/j.molstruc.2025.142689
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: 10.15468/dl.thjr3u
title: Occurrence Download

description: A dataset containing 1011 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tagetes foetidissima"
 ]
}

 The dataset includes 1011 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040545-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15596465
title: Warm, water-depleted rocky exoplanets with surface ionic liquids: A proposed class for planetary habitability

description: Supplementary Data for the paper entitled: 

"Warm, water-depleted rocky exoplanets with surface ionic liquids: A proposed class for planetary habitability"

Rachana Agrawal1, Sara Seager1,2,3,4*, Iaroslav Iakubivskyi1,5, Weston P. Buchanan1, Ana Glidden1,4, Maxwell D. Seager6, William Bains7, Jingcheng Huang1, Janusz J. Petkowski8,9,*

1 Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

2 Department of Physics, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

3 Department of Aeronautical and Astronautical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

4 Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

5 Tartu Observatory, University of Tartu, 1 Observatooriumi, 61602 Tõravere, Estonia

6 Department of Chemistry and Biochemistry, Worcester Polytechnic Institute, Worcester, MA 01609, USA

7 School of Physics and Astronomy, Cardiff University, 4 The Parade, Cardiff CF24 3AA, UK

8 Faculty of Environmental Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

9 JJ Scientific, Warsaw, Mazowieckie, Poland

 

*Corresponding author: Sara Seager, Janusz J. Petkowski

Email:  seager@mit.edu, janusz.petkowski@pwr.edu.pl
DOI: 10.5281/zenodo.15596466
title: Warm, water-depleted rocky exoplanets with surface ionic liquids: A proposed class for planetary habitability

description: Supplementary Data for the paper entitled: 

"Warm, water-depleted rocky exoplanets with surface ionic liquids: A proposed class for planetary habitability"

Rachana Agrawal1, Sara Seager1,2,3,4*, Iaroslav Iakubivskyi1,5, Weston P. Buchanan1, Ana Glidden1,4, Maxwell D. Seager6, William Bains7, Jingcheng Huang1, Janusz J. Petkowski8,9,*

1 Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

2 Department of Physics, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

3 Department of Aeronautical and Astronautical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

4 Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA

5 Tartu Observatory, University of Tartu, 1 Observatooriumi, 61602 Tõravere, Estonia

6 Department of Chemistry and Biochemistry, Worcester Polytechnic Institute, Worcester, MA 01609, USA

7 School of Physics and Astronomy, Cardiff University, 4 The Parade, Cardiff CF24 3AA, UK

8 Faculty of Environmental Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

9 JJ Scientific, Warsaw, Mazowieckie, Poland

 

*Corresponding author: Sara Seager, Janusz J. Petkowski

Email:  seager@mit.edu, janusz.petkowski@pwr.edu.pl
DOI: 10.15468/dl.juxcm3
title: Occurrence Download

description: A dataset containing 9785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera philoxeroides",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9785 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040549-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5snuw2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040552-250717081556266/datasets/export for details.
DOI: 10.15468/dl.n52zjh
title: Occurrence Download

description: A dataset containing 14482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tagetes minuta"
 ]
}

 The dataset includes 14482 records from 491 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040547-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.948jpj
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tagetes multiflora"
 ]
}

 The dataset includes 716 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040550-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id333359.1
title: StrainInfo SI-ID 333359.1

description: StrainInfo dataset 333359 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id333360.1
title: StrainInfo SI-ID 333360.1

description: StrainInfo dataset 333360 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id333361.1
title: StrainInfo SI-ID 333361.1

description: StrainInfo dataset 333361 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id333204.1
title: StrainInfo SI-ID 333204.1

description: StrainInfo dataset 333204 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id333205.1
title: StrainInfo SI-ID 333205.1

description: StrainInfo dataset 333205 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.