cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7612914
title: Datasets and Supporting Materials for the IPIN 2022 Competition Track 3 (Smartphone-based, off-site)

description: This package contains the datasets and supplementary materials used in the IPIN 2022 Competition. <strong>Contents:</strong> Track-3_TA-2022.pdf: Technical annex describing the competition (Version 2) 01 Logfiles: This folder contains a subfolder with the 89 training trials a subfolder with the 24 testing trials (validation), and a subfolder with the 3 blind scoring trials (test) as provided to competitors. 02 Supplementary_Materials: This folder contains the matlab/octave parser, the raster maps, the files for the matlab tools and the trajectory visualization. 03 Evaluation: This folder contains the scripts used to calculate the competition metric, the 75th percentile on the 31|61|61 evaluation points. It requires the Matlab Mapping Toolbox. The ground truth is also provided as 3 csv files. Since the results must be provided with a 2Hz freq. starting from apptimestamp 0, the GT files include the closest timestamp matching the timing provided by competitors for the 3 evaluation logfiles. It contains samples of reported estimations and the corresponding results. <strong>Please, cite the following works when using the datasets included in this package:</strong> Torres-Sospedra, J.; et al. Datasets and Supporting Materials for the IPIN 2022 Competition Track 3 (Smartphone-based, off-site), Zenodo 2022. http://dx.doi.org/10.5281/zenodo.7612915
description: We would like to thank the Urban Computing Lab at the University of Minho for their support in collecting the datasets and the ISTI-CNR for managing the competition and finding sponsors for the winner's award. We are also grateful to Francesco Potortì, Sangjoon Park and the ISTI-CNR team for their invaluable commitment to organizing and promoting the IPIN competition. This work has been done within the framework of the IPIN 2022 Conference in Beijing. Parts of this work were carried out with the financial support received from projects and grants: ORIENTATE (H2020-MSCA-IF-2020, Grant Agreement 101023072); GeoLibero (from CYTED); INDRI (MICINN, ref. PID2021-122642OB-C42, PID2021-122642OB-C43, PID2021-122642OB-C44, MCIU/AEI/FEDER UE); MICROCEBUS (MICINN, ref. RTI2018-095168-B-C55, MCIU/AEI/FEDER UE); TARSIUS (TIN2015-71564-C4-2-R, MINECO/FEDER); SmartLoc(CSIC-PIE Ref.201450E011); LORIS (TIN2012-38080-C04-04)
DOI: 10.23728/b2share.b6f7bac2921f4bb7a3f13e2314758d95
title: Three years of soil moisture observations by a dense cosmic-ray neutron sensing cluster at an agricultural research site in north-east Germany

description: Dataset accompanying the publication "Three years of soil moisture observations by a dense cosmic-ray neutron sensing cluster at an agricultural research site in north-east Germany" (ESSD, 2023 subm., https://doi.org/10.5194/essd-2023-19). The publication contains records of cosmic ray neutron sensing (CRNS - stationary, roving), soil moisture (various dielectric sensors, gravimetric, GNSS-R), soil properties (bulk density, organic matter, texture, soil hydraulic parameters), snow parameters (depth, density, areal cover), vegetation / biomass surveys, crops cycles / yields and information on irrigation schemes . An overview of the dataset as well as further technical details are provided in the 0_README.pdf file.
description: cosmic ray neutron sensing (CRNS - stationary, roving), soil moisture (FDR, profile probes, gravimetric, tensiometers, GNSS reflectometry), hydro-gravimetry, soil properties (bulk density, organic matter, texture, hydraulic parameters), vegetation / biomass surveys (weighing, allometry), snow depth (ultrasonic gauge, manual), snow cover (UAS imagery), snow density (manual)
DOI: 10.15468/dl.eke3n7
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Malus baccata (L.) Borkh."
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128147-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn9g52
title: Occurrence Download

description: A dataset containing 232501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 32.097476, 35.924964333333335 49.184106666666665, 1.8796086666666671 49.184106666666665, 1.8796086666666671 32.097476, 35.924964333333335 32.097476))",
 "EventDate is 2012-10-01,2012-10-31"
 ]
}

 The dataset includes 232501 records from 599 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059579-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sw6jh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Haliotis rubra)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188193-230224095556074/datasets/export for details.
DOI: 10.15468/dl.42shsx
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hickelia A.Camus"
 ]
}

 The dataset includes 87 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtls1g
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abutilon permolle (Willd.) Sweet",
 "HasCoordinate is true"
 ]
}

 The dataset includes 204 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027857-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apkf5e
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardabiodontidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059600-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uucpg8
title: Occurrence Download

description: A dataset containing 240586 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The fossil collection (F) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 240586 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehkrtd
title: Occurrence Download

description: A dataset containing 10941 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia americana Muhl. ex Willd."
 ]
}

 The dataset includes 10941 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032143-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrkrit
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliophyta",
 "Geometry POLYGON((-102.815551 29.391747,-102.843017 29.331903,-102.878723 29.269628,-102.834777 29.212110,-102.906188 29.164153,-102.963867 29.132970,-103.018798 29.077775,-103.076477 29.003336,-103.125915 28.957685,-103.197326 28.936054,-103.367614 28.972103,-103.485717 29.027354,-103.579101 29.096977,-103.702697 29.135369,-103.834533 29.190532,-103.925170 29.257648,-104.078979 29.281607,-104.169616 29.355845,-104.265747 29.432421,-104.282226 29.551955,-104.238281 29.637933,-104.120178 29.673735,-103.958129 29.630771,-103.738403 29.618833,-103.595581 29.702368,-103.406066 29.778681,-103.194580 29.790600,-103.070983 29.738147,-102.900695 29.578234,-102.845764 29.465905,-102.815551 29.391747))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 760 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150527152214153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dvg2w
title: Occurrence Download

description: A dataset containing 18535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.07184 8.36043,-76.56207 8.36043,-76.56207 8.76891,-77.07184 8.76891,-77.07184 8.36043))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18535 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128157-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy8f5f
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema polystachyoides W.T.Wang"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188205-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65quzf
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parodia maassii (Hesse) A.Berger"
 ]
}

 The dataset includes 250 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181859-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.joxswc
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus pannosa Hand.-Mazz.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 216 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85d23m
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.93844 15.76777,-85.37888 -6.80881,-74.80731 -35.11912,-49.9014 -35.11912,-46.497 -25.62262,-47.39289 2.50851,-61.54805 12.9009,-88.42492 23.83083,-102.93844 15.76777))",
 "TaxonKey is Caligo memnon (Felder, 1866)"
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059607-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af3a9d
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-45.36255 -17.72776,-42.5061 -18.12497,-39.32007 -16.78351,-39.06738 -14.68988,-37.57324 -11.60919,-34.05762 -8.14624,-34.93652 -4.39023,-40.12207 -2.37237,-43.90137 -2.19673,-45.4834 -3.68886,-46.3623 -7.10089,-46.09863 -10.91962,-45.57129 -13.9234,-45.36255 -17.72776))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Kerodon rupestris (Wied-Neuwied, 1820)"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128170-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9b6vs
title: Occurrence Download

description: A dataset containing 92420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora L."
 ]
}

 The dataset includes 92420 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq5hhg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.36641 67.66672,35.3243 67.66672,35.3243 68.09502,34.36641 68.09502,34.36641 67.66672))",
 "HasGeospatialIssue is false",
 "TaxonKey is Papaver lapponicum (Tolm.) Nordh."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007288-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpqyvu
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EventId is 23494",
 "DatasetKey is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 323 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021932-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4lt9o
title: Occurrence Download

description: A dataset containing 82361 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acridotheres tristis (Linnaeus, 1766)"
 ]
}

 The dataset includes 82361 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpska9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Heteroclinus johnstoni)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188216-230224095556074/datasets/export for details.
DOI: 10.15468/dl.beefwc
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Addax nasomaculatus (Blainville, 1816)"
 ]
}

 The dataset includes 236 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021923-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfqk82
title: Occurrence Download

description: A dataset containing 1272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plethodon cheoah Highton & Peabody, 2000)"
 ]
}

 The dataset includes 1272 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181860-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cha7sq
title: Occurrence Download

description: A dataset containing 15555 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coccinellidae Data"
 ]
}

 The dataset includes 15555 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wahbp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia breedlovei Callejas"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181861-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wfegu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema pseudobrachyodontum W.T.Wang"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188223-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7i01t
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.26965 36.54419,27.76428 36.39038,27.61047 36.12122,27.64893 35.87402,27.93457 35.83008,28.18726 36.0553,28.33557 36.35742,28.35205 36.51123,28.26965 36.54419))",
 "TaxonKey is Lithodora hispidula (Sm.) Griseb."
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021930-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n59w5f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Cenolia trichoptera)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188213-230224095556074/datasets/export for details.
DOI: 10.15468/dl.nni2sf
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asterias amurensis Lutken, 1871",
 "DatasetKey is NMNH occurrence DwC-A"
 ]
}

 The dataset includes 207 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150827100048397/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48u8cr
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aplochiton zebra Jenyns, 1842"
 ]
}

 The dataset includes 235 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033304-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdb7pd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema procridioides Wedd."
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188214-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezwczm
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentacalia gelida (Wedd.) Cuatrec.",
 "Country is Colombia"
 ]
}

 The dataset includes 96 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000124-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejjzk8
title: Occurrence Download

description: A dataset containing 66836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea cyanus L."
 ]
}

 The dataset includes 66836 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021934-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-54300
title: University of Washington at Seattle, WA, 1932

description: 5 photographs of machinery at University of Washington at Seattle, WA, 1932. "Subject: Subject: Univ[ersity] of Washington at Seattle; Agency: L & T, Philippi; Client: Union Oil Co.; Classifications: I - misc[el]l[aneous]; Re-order: 2 ea[ch] #1,2,3, 1#2; Size: 8x10, 5x7; Finish; gl[ossy], [ilg] flex; Job: 211-28-156; Year: 1932" -- on envelope front. "Operator's Report (Name): Dick; Original Photographs--Size: Photographs for trade Journals taken in Washington, Oregon, California & Nevada, #2-Union Oil 2/2/2; Amount: $1325.00; Extra Charges: Bob Phillippi [sic]" -- on envelope back.
DOI: 10.15468/dl.rzj7u7
title: Occurrence Download

description: A dataset containing 5484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bitis arietans Merrem, 1820"
 ]
}

 The dataset includes 5484 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005759-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-107681
title: Evening formal wear, California, 1937

description: 6 photographs of three men dressed in evening formal wear outside a house decorated with potted flowers from different angles, California, 1937.
DOI: 10.15468/dl.okwmln
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caesalpinia pearsoni L.Bolus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095532-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whit-c170-107269
title: Orange groves, Redlands, Calif., 1937

description: 9 photographs of orange groves singly and in a group with fields and mountains in the background, Redlands, California, 1937 November.