cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x9e9ah
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Sciurus oculatus Peters, 1863",
 "TaxonKey is Musonycteris harrisoni Schaldach & McLaughlin, 1960",
 "TaxonKey is Leopardus wiedii (Schinz, 1821)",
 "TaxonKey is Tamandua mexicana (Saussure, 1860)",
 "TaxonKey is Choeronycteris mexicana Tschudi, 1844",
 "TaxonKey is Sphiggurus mexicanus (Kerr, 1792)",
 "TaxonKey is Neotoma albigula Hartley, 1894",
 "TaxonKey is Pappogeomys alcorni Russell, 1957",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)",
 "TaxonKey is Rhogeessa mira LaVal, 1973",
 "TaxonKey is Cryptotis alticola (Merriam, 1895)",
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "TaxonKey is Zygogeomys trichopus Merriam, 1895",
 "TaxonKey is Enchisthenes hartii (Thomas, 1892)",
 "TaxonKey is Myotis carteri",
 "TaxonKey is Cratogeomys gymnurus (Merriam, 1892)",
 "TaxonKey is Notiosorex evotis (Coues, 1877)",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)",
 "TaxonKey is Leptonycteris nivalis (Saussure, 1860)",
 "TaxonKey is Megasorex gigas (Merriam, 1897)",
 "TaxonKey is Glaucomys volans (Linnaeus, 1758)",
 "TaxonKey is Spilogale pygmaea Thomas, 1898",
 "TaxonKey is Myotis nigricans (Schinz, 1821)",
 "TaxonKey is Reithrodontomys microdon Merriam, 1901",
 "TaxonKey is Peromyscus winkelmanni Carleton, 1977",
 "TaxonKey is Pappogeomys bulleri (Thomas, 1892)",
 "TaxonKey is Potos flavus (Schreber, 1774)",
 "TaxonKey is Lutra longicaudis Olfers, 1818",
 "TaxonKey is Nelsonia goldmani Merriam, 1903",
 "TaxonKey is Cratogeomys fumosus (Merriam, 1892)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "StateProvince is michoacã¡n / guerrero",
 "StateProvince is michoacan, guerrero, oaxaca, chiapas",
 "StateProvince is michoacã¡n",
 "StateProvince is michoachan",
 "StateProvince is michoacan de ocampo",
 "StateProvince is michoacn de ocampo",
 "StateProvince is michoacán",
 "StateProvince is michoacan",
 "StateProvince is michoacn",
 "StateProvince is michoacan de ocampo / jalisco",
 "StateProvince is michoacan state",
 "StateProvince is michoacan/guerrero",
 "StateProvince is michoacin",
 "StateProvince is michoacán de ocampo"
 ]
 }
 ]
}

 The dataset includes 582 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053914-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.478epf
title: Occurrence Download

description: A dataset containing 8486 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus auricomus (Robertson, 1903)"
 ]
}

 The dataset includes 8486 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196579-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-113804
title: Murder--suicide, 1953

description: 16 images. Murder--suicide, 18 December 1953. Mrs. Lorena Lovetti (wife of murderer); Philip Lovetti (husband), suspect shot and killed; George M. Cummings -- suicide; George M. Cummings -- 56 years (copy); Lois Wilson (daughter); John Green (Officer); W.H. Polhemus (Officer); L.H. Reeves (Officer); Mrs. Beverly Cummings (daughter-in-law). ; Caption slip reads: "Photographer: Miller; Wilson. Date: 12-18. Reporter: Brown; Harmon. Assignment: Murder--suicide. 44-26: Mrs. Lorena Lovetti stands with friends. 16: Philip Lovetti lies dead in front room of in-law's home. 41: Copy of George M. Cummings, 56, victim of murder. 42-47: Mrs. Lorena Lovetti steps over body of husband, Philip Lovetti, 28, who committed suicide after shooting father-in-law. 16, L/R: Mrs. Geo. Parsons; Steve Cummings; Mrs. Lorena Lovetti. 14-13: Deputys [sic] count Philip Lovetti's money taken from his wallet. 25: Lois Wilson, 14, stepdaughter, faints, held by mother Mrs. Lorena Lovetti, 38; & deputies (Grab shot). 2-3: Deputy (unid.) looks at body of Geo. M. Cummings. 15-16: Deputy; body of Philip Lovetti. Lorena Lovetti comforted by brother, Steve Cummings & his mother-in-law, Mrs. George Parsons. 31: Copy of Philip Lovetti & wife Lorena; copy of Lois Wilson, 14, Lovetti's stepdaughter. 37, L/R: Det. Sgt. John Green; Mrs. Lorena Lovetti, wife of shooter. 37, L/R: Det. Sgt. W.H. Polhemus; Deputy L.H. Reeves, look at body of George M. Cummings, 56, victim. 15, L/R: Mrs. Beverlee [sic] Cummings, daughter-in-law of murder victim; Mrs. George Parsons, her mother; Steve Cummings (hidden), son of victim & Bev's husband; Mrs. Lorena Lovetti; George Parsons, young Cummings' father-in-law."
DOI: 10.15468/dl.3dffqz
title: Occurrence Download

description: A dataset containing 22206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Annona leptopetala (R.E.Fr.) H.Rainer, Annona saffordiana R.E.Fr., Annona spinescens Mart., Annona sylvatica A.St.-Hil., Annona vepretorum Mart., Duguetia dicholepidota Mart., Duguetia furfuracea (A.St.-Hil.) Saff., Duguetia riedeliana R.E.Fr., Ephedranthus pisocarpus R.E.Fr., Guatteria campestris R.E.Fr., Guatteria pohliana Schltdl., Guatteria rupestris Mello-Silva & Pirani, Hornschuchia alba (A.St.-Hil.) R.E.Fr., Oxandra reticulata Maas, Oxandra sessiliflora R.E.Fr., Xylopia aromatica (Lam.) Mart., Xylopia laevigata (Mart.) R.E.Fr., Xylopia sericea A.St.-Hil.)",
 "BasisOfRecord is Specimen",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22206 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063769-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-28515
title: Medal of Honor winner, 1951

description: 12 images. Medal of Honor winner, 10 December 1951. Sergeant First Class Joseph C. Rodriguez -- 23 years (wins Medal of Honor); Rose Aranda -- 21 years (his fiancee); Joseph N. Rodriguez (father); Stella Rodriguez -- 7 years (half sister); Clary Rodriguez -- 9 years (half brother); Mary Lou Rodrigurz -- 11 years (half sister); Elizabeth Rodriguez -- 4 years (half sister); Patricia Rodriguez -- 5 years (half sister); Dog "Butch".
DOI: 10.15468/dl.gqmg8p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum karacae Ziel. & Borat.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022724-240229165702484/datasets/export for details.
DOI: 10.15468/dl.ovakpp
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia L.",
 "Country is Haiti",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 188 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053915-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5scayp
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum santaclarense Ames"
 ]
}

 The dataset includes 50 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196583-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-28482
title: Cat Show (Western Cat Club) Hollywood Park, 1951

description: 7 images. Cat Show (Western Cat Club) Hollywood Park, 8 December 1951. "Dixie Land Baron" cat owned by Mrs. Coleen Aslyn; "Prince Joy" cat; Mrs. Charles Brown; "Symphony" -- Silver Persian; "Prince Loy Ha Toy".; Caption slip reads: "Photographer: Sandusky. Date: 12-08. Assignment: Cat show. D31, 32: Dixieland Baron of Shanna Groith owned by Mrs. Coleen Aslyn, Bodega Bay, Calif. D33, 34: Prince Loy Ha Toy (Prince Come Good Luck), Choc. Point, Mrs. Charles Brown, Rivera, Cal. D35-37: Symphony -- Silver Persian kitten, 7 weeks, Geraldine Kelsey".
DOI: 10.15468/dl.bavr67
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum sarcochilum Linden & Rchb.f."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196584-230224095556074/datasets/export for details.
DOI: 10.15468/dl.canw0i
title: Occurrence Download

description: A dataset containing 1846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia L.",
 "Country is Peru",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1846 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053920-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-28624
title: S. S. President Wilson ...lifeboat drills, 1951

description: 4 images. S. S. President Wilson...lifeboat drills, 8 December 1951. Old and new methods of rowing lifeboats shown.; Supplementary material reads: "Early Monday. Gershon. City desk. Illus. Lifeboat drill. No. 1: Old and new method of rowing lifeboats are shown in this picture taken from bridge of American President Liner President Wilson. Boat in foreground is capable of carrying 60 passengers and law requires maneuvering by hand-turned propellers. Boat in rear handled in traditional rowing is smaller, needs only oars. No. 2: Boat in background pulls away from President Wilson as crew of forward boat make last minute action in preparing boat to leave. Note man in bow fends lifeboat away from liner to prevent damage. No. 3: Forward lifeboat gets under way as hand-rowed lifeboat looms up in rear. No. 4: This is why lifeboat drills are required. Men are climbing back aboard by ladder because faulty winch refused to lift boat shown in water to the deck after drill was completed. Winch was repaired and tested before ship could sail".
DOI: 10.15468/dl.jsb8xz
title: Occurrence Download

description: A dataset containing 3035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Margarites helicinus (Phipps, 1774)"
 ]
}

 The dataset includes 3035 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063760-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-113832
title: Pakistanis, 1953

description: 2 images. Pakistanis, 18 December 1953. S. Itaat Husain (New Pakistani Consul General); Neved Husain -- 4 years (son); Nafisa Husain (wife); Javed Husain -- 14 years (son); Raana Husain -- 18 years (daughter). ; Caption slip reads: "Photographer: Rustan. Date: 1953-12-18. Reporter: Massard. Assignment: Pakistanis -- Consul General and family. 93-94, left to right, seated: S. Itaat Husain, new Pakistani consul general in San Francisco; Neved Hussain, 4, his son; Nafisa, his wife; Standing: Javed, 14, another son; and Raana, 18, his daughter."
DOI: 10.15468/dl.2z7nws
title: Occurrence Download

description: A dataset containing 8066 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus frigidus Smith, 1854"
 ]
}

 The dataset includes 8066 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196582-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fxp9g
title: Occurrence Download

description: A dataset containing 93542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcoramphus papa (Linnaeus, 1758)"
 ]
}

 The dataset includes 93542 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037873-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x28gx
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marmosops noctivagus (Tschudi, 1844)"
 ]
}

 The dataset includes 544 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053926-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjmeuz
title: Occurrence Download

description: A dataset containing 52 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 Afrixalus nigeriensis Schiøtz, 1963"
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022740-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-113788
title: Kidnap-robbery (child hostage and robbery of father), 1953

description: 4 images. Kidnap-robbery (child hostage and robbery of father), 16 December 1953. Mr. and Mrs. Henry Farmer (parents of victim); David Farmer -- 21 months (bandit held shotgun on him to force father to open safe); James B. McKinnon (officer). ; Caption slip reads: "Photographer: Sandusky. Date: 1953-12-16. Assignment: Shot-gun armed bandits held child hostage & kidnap father in robbery, 3541 Maplewood, Venice. 9-10: Henry & Laura Farmer comfort son David, 21 mos., after bandit held shotgun on David to force Farmer to open safe. 11-12, l/r: Henry Farmer; Officer James B. McKinnon taking robbery report; Mrs. Laura Farmer holds David. (Note safe: personal papers including govt. bonds thrown on floor)."
DOI: 10.15468/dl.sjeka7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum balansae Boiss.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022718-240229165702484/datasets/export for details.
DOI: 10.25549/examiner-c44-113150
title: Joe Scott testimonial dinner, 1953

description: 6 images. Joe Scott testimonial dinner, 8 November 1953. James Francis Cardinal McIntyre; William Parker; Joe Scott and wife; Judge Thomas P. White; Mary Ellen Scott; Mrs. Mary Ebetts; Judge A.A. Scott; Joe Scott, Junior; Mrs. Norwood Jaqua; Monsignor George Scott. ; Caption slip reads: "Photographer: Olmo. Date: 1953-11-08. Reporter: Fiske. Assignment: Joe Scott testimonial dinner. 67, L to R: James Francis Cardinal McIntyre; William Parker, Police Chief; Joe Scott. 69, L to R: James Francis Cardinal McIntyre; Joe Scott; Judge Thomas P. White. 71-72, L to R: James Francis Cardinal McIntyre; Mrs. Joe Scott; Joe Scott; Justice Thomas P. White. 73-74, L to R: Mary Ellen Scott, granddaughter; Mrs. Mary Ebetts; Cuthbert Scott, Sr.; Judge A.A. Scott; Mrs. Joe Scott; Joe Scott, Jr., grandson (rear); Joe Scott; Mrs. Norwood Jaqua; Msgr. George Scott."
DOI: 10.5281/zenodo.10642162
title: Data for common data models to streamline metabolomics processing and annotation, and implementation in a Python pipeline

description: This upload contains the HZV029 Plasma and HZV029 Lipidomics datasets for reviewers of the "Data for common data models to streamline metabolomics processing and annotation, and implementation in a Python pipeline" submission. 

Both datasets will be uploaded to metabolomics workbench and the upload completed before final publication of the manuscript. For the he HZV029 Plasma datasets only the final run is included for any sample (i.e., failed injections or other samples with data quality issues that were reran during acquisition were omitted).

Also included in the upload is the source code for the MetDataModel and the pcpfm at the time of manuscript submission and the pcpfm itself. If you find this upload in the future, please check out the github repos for more updated versions:

https://github.com/shuzhao-li-lab/PythonCentricPipelineForMetabolomics

https://github.com/shuzhao-li-lab/metDataModel

The github repo does not store the input the data for space reasons, they only have the notebooks. However, the .zip here has both the notebooks by themselves in the notebook subdirectory and a separate directory with the notebooks and the data used to generate all the figures and results in the manuscript.

Some information that is needed to rerun this analysis:

Sequence files are critical to the functioning of the pipeline. The sequence files for all analyses are provided under sequence_files.zip. These can be used to recapitulate the analysis by eitehr changing the filepath to each acquisition to where you put it on your sytem or by placing the sequence file in the same directory as the mzml or raw. In the latter case, the pipeline will search for filenames matching the sample names. The sequence files also store some sample metadata such as the type of sample a given acquisition is (unknown, pooled, qc, etc...)

.raw to .mzML conversion works well on MacOS but may not work well on other systems. You will need to use the ability to specify your own conversion command or convert files outside of the pipeline. 

To replicate the results, you do need to have the annotation sources downloaded which can be done using the pipeline. MS2 annotation requires the files in the AcquireX directory which is MS2 acquisitions on pooled HZV029 plasma samples.

For the comparison between MetaboAnalystR and the pcpfm, subsets of the datasets were used. These subsets and the sequence files are in Subsets_for_performance_testing.zip. The sequences are also in the sequence_files directory as well

 

Version History:

This updates v1.0.0 of the upload which was missing a sequence file.

 

Contributions:

Joshua M Mitchell implemented the pipeline and was first author on the manuscript. Shuzhao Li is the corresponding author on the manuscript. 

Maheshwor Thapa performed the experiments to collect the HZV029 data. Yuanye Chi helped with testing and documenting the pipeline. 

Jiangou (Jeff) Xia and Zhiqiang Pang provided the R portion of the analysis.
DOI: 10.15468/dl.cyykmm
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monodelphis glirina (Wagner, 1842)"
 ]
}

 The dataset includes 110 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053927-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fw9w47
title: Occurrence Download

description: A dataset containing 22394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitellaria paradoxa C.F.Gaertn.",
 "Year 2007-2023"
 ]
}

 The dataset includes 22394 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-27482
title: American Medical Association convention...Shrine Auditorium, 1951

description: 11 images. American Medical Association onvention...Shrine Auditorium, 5 December 1951. Senator Robert A. Taft; Doctor Louise Gloeckner, only woman delegate; Senator Harry F. Byrd; Crowd Shots.
DOI: 10.5281/zenodo.10629958
title: Data for common data models to streamline metabolomics processing and annotation, and implementation in a Python pipeline

description: This upload contains the HZV029 Plasma and HZV029 Lipidomics datasets for reviewers of the "Data for common data models to streamline metabolomics processing and annotation, and implementation in a Python pipeline" submission. 

Both datasets will be uploaded to metabolomics workbench and the upload completed before final publication of the manuscript. For the he HZV029 Plasma datasets only the final run is included for any sample (i.e., failed injections or other samples with data quality issues that were reran during acquisition were omitted).

Also included in the upload is the source code for the MetDataModel and the pcpfm at the time of manuscript submission and the pcpfm itself. If you find this upload in the future, please check out the github repos for more updated versions:

https://github.com/shuzhao-li-lab/PythonCentricPipelineForMetabolomics

https://github.com/shuzhao-li-lab/metDataModel

The github repo does not store the input the data for space reasons, they only have the notebooks. However, the .zip here has both the notebooks by themselves in the notebook subdirectory and a separate directory with the notebooks and the data used to generate all the figures and results in the manuscript.

Some information that is needed to rerun this analysis:

Sequence files are critical to the functioning of the pipeline. The sequence files for all analyses are provided under ./sequence_files. These can be used to recapitulate the analysis by eitehr changing the filepath to each acquisition to where you put it on your sytem or by placing the sequence file in the same directory as the mzml or raw. In the latter case, the pipeline will search for filenames matching the sample names. The sequence files also store some sample metadata such as the type of sample a given acquisition is (unknown, pooled, qc, etc...)

.raw to .mzML conversion works well on MacOS but may not work well on other systems. You will need to use the ability to specify your own conversion command or convert files outside of the pipeline. 

To replicate the results, you do need to have the annotation sources downloaded which can be done using the pipeline.
DOI: 10.15468/dl.8hg326
title: Occurrence Download

description: A dataset containing 7912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myiothlypis fraseri (P.L.Sclater, 1884)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 7912 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022725-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhlcnz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thylamys karimii (Petter, 1968)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053928-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.