cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13134354
title: Deep learning based Image Compression for Microscopy Images: An Empirical Study

description: This dataset supports the manuscript titled "Deep Learning Based Image Compression for Microscopy Images: An Empirical Study." The materials provided are essential for replicating the experiments in the study. The dataset is divided into three main parts:



Config: train and test yaml config files for both 2D and 3D mmv_im2im labelfree task

Sample_data: sample data to test the compression and the downstream labelfree code, in both 2D and 3D case.

Model: fine-tuned 2D/3D labelfree model and 3D compression model. We use pre-trained 2D compression models from CompressAI
DOI: 10.5281/zenodo.13134355
title: Deep learning based Image Compression for Microscopy Images: An Empirical Study

description: This dataset supports the manuscript titled "Deep Learning Based Image Compression for Microscopy Images: An Empirical Study." The materials provided are essential for replicating the experiments in the study. The dataset is divided into three main parts:



Config: train and test yaml config files for both 2D and 3D mmv_im2im labelfree task

Sample_data: sample data to test the compression and the downstream labelfree code, in both 2D and 3D case.

Model: fine-tuned 2D/3D labelfree model and 3D compression model. We use pre-trained 2D compression models from CompressAI
DOI: 10.5517/ccdc.csd.cc22h9pl
title: CCDC 1921339: Experimental Crystal Structure Determination

description: Related Article: Manmath Narwane|2019|CSD Communication|||
description: Related Article: Yin-Hsuan Sun, Huey-Ling You, Manmath Narwane, Ru Xin Koi, Chai-Lin Kao, Shyng-Shiou F. Yuan, Wei-Ting Liao, Tsai-Te Lu, Sodio C. N. Hsu|2024|Dalton Trans.|53|12620|doi:10.1039/D4DT01012D
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: 10.5281/zenodo.13134366
title: Polymorphism and flexibility of six-porphyrin nanorings in the solid state

description: Computational output files and optimized geometries for our research paper.
DOI: 10.5281/zenodo.13134367
title: Polymorphism and flexibility of six-porphyrin nanorings in the solid state

description: Computational output files and optimized geometries for our research paper.
DOI: 10.15468/dl.68t4cq
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Country is Morocco",
 "TaxonKey is Elasmobranchii",
 "Year 2000-2024"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042525-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwv5ze
title: Occurrence Download

description: A dataset containing 43857686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arenaria interpres (Linnaeus, 1758), Athene noctua (Scopoli, 1769), Himantopus himantopus (Linnaeus, 1758), Larus canus Linnaeus, 1758, Aythya ferina (Linnaeus, 1758), Anser serrirostris Gould, 1852, Falco tinnunculus Linnaeus, 1758, Tringa totanus (Linnaeus, 1758), Streptopelia decaocto (Frivaldszky, 1838), Alauda arvensis Linnaeus, 1758, Asio flammeus (Pontoppidan, 1763), Sterna hirundo Linnaeus, 1758, Gallinula chloropus (Linnaeus, 1758), Rallus aquaticus Linnaeus, 1758, Gallinago gallinago (Linnaeus, 1758), Pernis apivorus (Linnaeus, 1758), Oriolus oriolus (Linnaeus, 1758), Anas platyrhynchos Linnaeus, 1758, Anas crecca Linnaeus, 1758, Tringa ochropus Linnaeus, 1758, Ixobrychus minutus (Linnaeus, 1766), Numenius arquata (Linnaeus, 1758), Larus argentatus Pontoppidan, 1763, Pluvialis squatarola (Linnaeus, 1758), Spatula querquedula (Linnaeus, 1758), Streptopelia turtur (Linnaeus, 1758), Corvus corone Linnaeus, 1758, Periparus ater (Linnaeus, 1758), Tringa erythropus (Pallas, 1764), Dryocopus martius (Linnaeus, 1758), Ichthyaetus melanocephalus (Temminck, 1820))",
 "Geometry POLYGON((-19.5 34.1, 27.8 34.1, 35.9 68.1, -25.3 68.1, -19.5 34.1))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation)",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2008"
 ]
}

 The dataset includes 43857686 records from 8143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042524-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgmwzc
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trisetum fuscum (Kit. ex Schult.) Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078736-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.inu9ct
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006619-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf7eh9
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pangshura sylhetensis Jerdon, 1870"
 ]
}

 The dataset's 4 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056038-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9onbm
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Obregonia denegrii Fric"
 ]
}

 The dataset's 1 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006614-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8yd5d
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerastium soleirolii Duby",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1151 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078730-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45d38q
title: Occurrence Download

description: A dataset containing 2722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "TaxonKey is Anhinga melanogaster Pennant, 1769"
 ]
}

 The dataset includes 2722 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239583-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ohh0gt
title: Occurrence Download

description: A dataset containing 10160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Campephilus guatemalensis (Hartlaub, 1844)"
 ]
}

 The dataset includes 10160 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009644-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb7usa
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerastium subtriflorum (Rchb.) Pacher",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078733-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxwhrt
title: Occurrence Download

description: A dataset containing 2053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemidactylus angulatus Hallowell, 1854"
 ]
}

 The dataset includes 2053 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012894-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1mahdu
title: Occurrence Download

description: A dataset containing 11050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Herpetotheres cachinnans (Linnaeus, 1758)"
 ]
}

 The dataset includes 11050 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009647-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hb753
title: Occurrence Download

description: A dataset containing 1584 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Acridotheres burmannicus (Jerdon, 1862)"
 ]
}

 The dataset includes 1584 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010315-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5muyv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metapenaeopsis scotti Champion, 1973"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124385-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqe5b4
title: Occurrence Download

description: A dataset containing 11047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carduus acanthoides L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11047 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008839-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9btjap
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 14.2586843847949",
 "DecimalLongitude is less than 14.2617439379793",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 382 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016625-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rgsay
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Observation)",
 "TaxonKey is one of (Galium aristatum L.)"
 ]
}

 The dataset includes 311 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230250-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyeoux
title: Occurrence Download

description: A dataset containing 119009754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 66.57,-180 66.57,-180 -90))",
 "Year 1960-1990"
 ]
}

 The dataset includes 119009754 records from 7118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009648-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pocrgh
title: Occurrence Download

description: A dataset containing 7471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Panama",
 "Country is Argentina",
 "Country is Ecuador",
 "Country is Peru",
 "Country is Colombia",
 "Country is Bolivia (Plurinational State of)",
 "Country is Brazil",
 "Country is Mexico",
 "Country is Costa Rica"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Bomarea Mirb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7471 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002750-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rkbnx
title: Occurrence Download

description: A dataset containing 561820 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bee Biology and Systematics Laboratory"
 ]
}

 The dataset includes 561820 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055922-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzpcpt
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2019_nsmk_mm_20200324"
 ]
}

 The dataset includes 200 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032537-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.15oudm
title: Occurrence Download

description: A dataset containing 32413 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myocastor Kerr, 1792"
 ]
}

 The dataset includes 32413 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002750-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bbqdn
title: Occurrence Download

description: A dataset containing 2503 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is France",
 "Country is Switzerland",
 "Country is Spain",
 "Country is Portugal",
 "Country is Andorra",
 "Country is Italy",
 "Country is Belgium"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Geotrupes stercorarius (Linnaeus, 1758)"
 ]
}

 The dataset includes 2503 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060456-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zsnwm
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aceria erinea (Nalepa, 1891)"
 ]
}

 The dataset includes 494 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056814-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqcip7
title: Occurrence Download

description: A dataset containing 3702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Chrysolophus pictus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3702 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002750-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4lhxz
title: Occurrence Download

description: A dataset containing 2606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forestiera pubescens Nutt."
 ]
}

 The dataset includes 2606 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035485-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm4hyv
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphrasia portae Wettst."
 ]
}

 The dataset includes 35 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048044-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3mgyx
title: Occurrence Download

description: A dataset containing 59551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Martes martes (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 59551 records from 869 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057352-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4wgm3
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "StateProvince is Texas",
 {
 "or" : [
 "TaxonKey is Eryngium L.",
 "TaxonKey is Daucus L.",
 "TaxonKey is Buddleja",
 "TaxonKey is Buddleja L.",
 "TaxonKey is Buddleia L.",
 "TaxonKey is Acalypha L.",
 "TaxonKey is Malpighia L.",
 "TaxonKey is Cestrum L.",
 "TaxonKey is Melochia Dill. ex L.",
 "TaxonKey is Melochia Rottb."
 ]
 }
 ]
}

 The dataset includes 1153 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022281-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn493f
title: Occurrence Download

description: A dataset containing 40675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Angelica archangelica L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40675 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026504-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceuhjr
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum butyrosum (G.Bertol.) Tul."
 ]
}

 The dataset includes 57 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006160-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucbced
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cousinia bamianica Rech.fil. & Köie"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009827-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnxu0v
title: Occurrence Download

description: A dataset containing 3818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "MediaType is Image",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 3818 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010600-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmw48b
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex nikolskensis Kom."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006198-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mdkkq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrostophyllum asahanense Ormerod"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022348-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmfby8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atelopus balios Peters, 1973",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010601-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma8rep
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Dactylopsila palpator Milne-Edwards, 1888"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006180-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.