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

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caprolagus hispidus (Pearson, 1839))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006101-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c43yet
title: Occurrence Download

description: A dataset listing the 9 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is Corse",
 "TaxonKey is Pinus L."
 ]
}

 The dataset's 9 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006095-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgmmms
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepus flavigularis Wagner, 1844)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 631 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006102-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13732425
title: Alevin notebook for Google Collab & backup Alevin output

description: A Jupyter notebook containing the workflow presented in the GTN tutorial Generating a single cell matrix using Alevin and combining datasets (bash + R) that can be used in Google Collab. Also, a folder of Alevin outputs resulting from running salmon alevin as shown in the tutorial.
DOI: 10.5281/zenodo.13732502
title: Alevin notebook for Google Collab & backup Alevin output

description: A Jupyter notebook containing the workflow presented in the GTN tutorial Generating a single cell matrix using Alevin and combining datasets (bash + R) that can be used in Google Collab. Also, a folder of Alevin outputs resulting from running salmon alevin as shown in the tutorial.
DOI: 10.15468/dl.mrvc8e
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlotheimiidae"
 ]
}

 The dataset includes 363 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006103-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emnjbe
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepus callotis Wagler, 1830, Lepus cyanotis Blanchard, 1957)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 292 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006104-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xtrqb
title: Occurrence Download

description: A dataset containing 2667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "EventDate 2021-09-04-2021-12-01",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Gyps himalayensis Hume, 1869, Gyps bengalensis (Gmelin, 1788), Gyps indicus (Scopoli, 1786), Gyps tenuirostris G.R.Gray, 1844, Gyps fulvus (Hablizl, 1783), Sarcogyps calvus (Scopoli, 1786), Neophron percnopterus (Linnaeus, 1758), Aegypius monachus (Linnaeus, 1766), Gypaetus barbatus (Linnaeus, 1758))"
 ]
}

 The dataset includes 2667 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006105-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv44n7
title: Occurrence Download

description: A dataset containing 800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "EventDate 2022-09-03-2022-10-03",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Gyps himalayensis Hume, 1869, Gyps bengalensis (Gmelin, 1788), Gyps indicus (Scopoli, 1786), Gyps tenuirostris G.R.Gray, 1844, Gyps fulvus (Hablizl, 1783), Sarcogyps calvus (Scopoli, 1786), Neophron percnopterus (Linnaeus, 1758), Aegypius monachus (Linnaeus, 1766), Gypaetus barbatus (Linnaeus, 1758))"
 ]
}

 The dataset includes 800 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006106-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12775601
title: Data for Near-Surface Characterization Using Classified Vehicle-Induced Surface Waves from DAS

description: In this study, we characterize surface waves generated by vehicles of varying sizes and speeds to provide insights into accurate and efficient near-surface imaging using vehicle-induced DAS data. We employ a specialized Kalman filter algorithm to track vehicle locations and classify them into lightweight, midweight, and heavyweight based on the maximum amplitudes of quasi-static DAS records.  Vehicles are also classified by their traveling speed (slow, medium, and fast) using their arrival times at DAS channels. Virtual shot gathers for the same class of vehicles are constructed from their surface wave windows selected using the tracked vehicle trajectories. We analyze the dispersion of the phase velocity to investigate the influence of vehicle characteristics on the induced surface waves.

Put these pickle files into '/das_diff_veh/data/sw_data/' and run the scripts at https://github.com/jingxiaoliu/das_diff_veh

If you found this useful, please cite our papers:



[1] Liu, J., Li, H., Yuan, S., Noh, H. Y., & Biondi, B. (2024). Characterizing Vehicle-Induced Distributed Acoustic Sensing Signals for Accurate Urban Near-Surface Imaging. arXiv preprint arXiv:2408.14320.

[2] Yuan, S., Liu, J., Noh, H. Y., Clapp, R., & Biondi, B. (2024). Using vehicle‐induced DAS signals for near‐surface characterization with high spatiotemporal resolution. Journal of Geophysical Research: Solid Earth, 129(4), e2023JB028033.

[3] Liu, J., Yuan, S., Dong, Y., Biondi, B., & Noh, H. Y. (2023). TelecomTM: A fine-grained and ubiquitous traffic monitoring system using pre-existing telecommunication fiber-optic cables as sensors. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 7(2), 1-24.
DOI: 10.5281/zenodo.12775602
title: Data for Near-Surface Characterization Using Classified Vehicle-Induced Surface Waves from DAS

description: In this study, we characterize surface waves generated by vehicles of varying sizes and speeds to provide insights into accurate and efficient near-surface imaging using vehicle-induced DAS data. We employ a specialized Kalman filter algorithm to track vehicle locations and classify them into lightweight, midweight, and heavyweight based on the maximum amplitudes of quasi-static DAS records.  Vehicles are also classified by their traveling speed (slow, medium, and fast) using their arrival times at DAS channels. Virtual shot gathers for the same class of vehicles are constructed from their surface wave windows selected using the tracked vehicle trajectories. We analyze the dispersion of the phase velocity to investigate the influence of vehicle characteristics on the induced surface waves.

Put these pickle files into '/das_diff_veh/data/sw_data/' and run the scripts at https://github.com/jingxiaoliu/das_diff_veh

If you found this useful, please cite our papers:



[1] Liu, J., Li, H., Yuan, S., Noh, H. Y., & Biondi, B. (2024). Characterizing Vehicle-Induced Distributed Acoustic Sensing Signals for Accurate Urban Near-Surface Imaging. arXiv preprint arXiv:2408.14320.

[2] Yuan, S., Liu, J., Noh, H. Y., Clapp, R., & Biondi, B. (2024). Using vehicle‐induced DAS signals for near‐surface characterization with high spatiotemporal resolution. Journal of Geophysical Research: Solid Earth, 129(4), e2023JB028033.

[3] Liu, J., Yuan, S., Dong, Y., Biondi, B., & Noh, H. Y. (2023). TelecomTM: A fine-grained and ubiquitous traffic monitoring system using pre-existing telecommunication fiber-optic cables as sensors. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 7(2), 1-24.
DOI: 10.15468/dl.9hbzna
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepus hainanus Swinhoe, 1870, Lepus dayanus Blanford, 1874)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006107-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8aegcu
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepus insularis W.Bryant, 1891, Lixus insularis Capiomont, 1874, Lemmus insularis Nilsson, 1844, Lygus insularis (Van Duzee, 1937))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 255 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006108-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c9vp8
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptothorax retractus Francoeur, 1986",
 "Country is Canada",
 {
 "not" : {
 "InstitutionCode" : [
 "is one of (iNaturalist)"
 ]
 }
 }
 ]
}

 The dataset includes 114 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006109-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mg662n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochotona koslowi (Büchner, 1894))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006110-240906103802322/datasets/export for details.
DOI: 10.15468/dl.9pz3vq
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silesitidae"
 ]
}

 The dataset includes 134 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006111-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5trrnv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ochotona iliensis Li & Ma, 1986, Ochotona muliensis Pen & Feng, 1962)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006112-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfvpnv
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pentalagus furnessi (Stone, 1900))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006114-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvm6s6
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Romerolagus diazi (Ferrari-Pérez, 1893), Romerolagus diazi (Diaz, 1893))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 248 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006115-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7nj3d
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sylvilagus graysoni (J.A.Allen, 1877))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006116-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eqzrx
title: Occurrence Download

description: A dataset containing 48204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Varronia P.Browne"
 ]
}

 The dataset includes 48204 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006113-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzs7m7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysosplenium chinense (H.Hara) J.T.Pan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315777-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfy4az
title: Occurrence Download

description: A dataset containing 1654312 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 1654312 records from 759 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008809-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2hhsd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum riverae Hágsater"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161329-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs6aw3
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 Callulops omnistriatus Kraus & Allison, 2009"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021513-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxqa3f
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de presencia de Cóndor andino en áreas naturales protegidas del SINANPE, Perú"
 ]
}

 The dataset includes 262 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282514-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vx8u2
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beilschmiedia dictyoneura Kosterm."
 ]
}

 The dataset includes 58 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051341-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsvxmb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudopanurgus boylei (Cockerell, 1896)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008809-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dus93p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valeriana sambucifolia Eichw.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002369-210914110416597/datasets/export for details.
DOI: 10.15468/dl.ydn7zv
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleutherodactylus johnstonei Barbour, 1914",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-80.97 11.01,-80.97 27.50,-53.42 27.50,-53.42 11.01,-80.97 11.01))"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008809-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7en4f
title: Occurrence Download

description: A dataset containing 1588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus Gray, 1842"
 ]
}

 The dataset includes 1588 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051350-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8a9kec
title: Occurrence Download

description: A dataset containing 1099 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización biológica de la ventana de biodiversidad del Complejo Cenagoso de Zapatosa, Municipio de Chimichagua, Cesar, Colombia"
 ]
}

 The dataset includes 1099 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301919-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.owl2xx
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ostrya carpinifolia Scop.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 40",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 75"
 ]
}

 The dataset includes 263 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008809-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c82yzm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eschweilera fanshawei Sandwith"
 ]
}

 The dataset includes 10 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161331-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ikkrzy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudopanurgus illustris Timberlake, 1967"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008810-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuhdbm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia arachnoidea C.I Peng, Yan Liu & S.M.Ku"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051352-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6ca88
title: Occurrence Download

description: A dataset containing 449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassula moschata G.Forst.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 449 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315779-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.