cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qf3cwp
title: Occurrence Download

description: A dataset containing 34724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fragaria viridis Duchesne, Fragaria ×ananassa (Weston) Rozier)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 34724 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240999-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quh7rx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mogurnda aiwasoensis Allen & Renyaan, 1996"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333941-210914110416597/datasets/export for details.
DOI: 10.15468/dl.7xgtkh
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lioconcha ornata (Dillwyn, 1817)"
 ]
}

 The dataset includes 940 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002521-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82x7yk
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ammoglanis pulex de Pinna & Winemiller, 2000)"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013559-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxc2zp
title: Occurrence Download

description: A dataset containing 1600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus arizonica Engelm."
 ]
}

 The dataset includes 1600 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0386098-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6skuuj
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Padina antillarum (Kütz.) Picc."
 ]
}

 The dataset includes 398 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002505-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zecejp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphyocharax colifax Taphorn & Thomerson, 1991"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333930-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg8yq4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum hyoides Rail."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006792-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hygjjs
title: Occurrence Download

description: A dataset containing 12661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fossombronia wondraczekii (Corda) Dumort. ex Lindb., Fragaria moschata Duchesne)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 12661 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240992-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54wuwa
title: Occurrence Download

description: A dataset containing 3290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gafrarium pectinatum (Linnaeus, 1758)"
 ]
}

 The dataset includes 3290 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002516-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s99gb8
title: Occurrence Download

description: A dataset containing 98852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis sagrei Duméril & Bibron, 1837"
 ]
}

 The dataset includes 98852 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001424-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfthus
title: Occurrence Download

description: A dataset containing 1712270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1712270 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010681-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh09xi
title: Occurrence Download

description: A dataset containing 1769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptonycteris curasoae yerbabuenae Martínez & Villa-R., 1940"
 ]
}

 The dataset includes 1769 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001906-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqoydq
title: Occurrence Download

description: A dataset containing 3963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eumeces",
 "Country is Mexico"
 ]
}

 The dataset includes 3963 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027649-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kjxmd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agathosma sabulosa Sond."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020750-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrvqwh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia pavonii (Mez) Mez"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001906-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kps3va
title: Occurrence Download

description: A dataset containing 251284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tringa ochropus Linnaeus, 1758"
 ]
}

 The dataset includes 251284 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027651-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f47ua
title: Occurrence Download

description: A dataset containing 52728 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LifeWatch observatory data: phytoplankton observations by imaging flow cytometry (FlowCam) in the Belgian Part of the North Sea"
 ]
}

 The dataset includes 52728 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020738-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj2r7l
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corytophanes percarinatus Duméril, 1856",
 "Country is Mexico"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001907-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.649y59
title: Occurrence Download

description: A dataset containing 49 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 Pristimantis lirellus (Dwyer, 1995)"
 ]
}

 The dataset includes 49 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038604-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivu3y7
title: Occurrence Download

description: A dataset containing 425174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tringa totanus (Linnaeus, 1758)"
 ]
}

 The dataset includes 425174 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027653-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6bdmj
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea likiangensis var. montigena (Mast.) W.C.Cheng"
 ]
}

 The dataset includes 91 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059567-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.occpmr
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontophrynus americanus (Duméril & Bibron, 1841)",
 "Geometry POLYGON((-113.47 -53.41,-113.47 6.54,-3.25 6.54,-3.25 -53.41,-113.47 -53.41))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1427 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027655-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfwyh7
title: Occurrence Download

description: A dataset containing 186 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 Physalaemus olfersii (Lichtenstein & Martens, 1856)"
 ]
}

 The dataset includes 186 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038594-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqx9he
title: Occurrence Download

description: A dataset containing 1333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pennisetum alopecuroides (L.) Spreng."
 ]
}

 The dataset includes 1333 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059572-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obpbft
title: Occurrence Download

description: A dataset containing 997126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Troglodytes aedon Vieillot, 1809"
 ]
}

 The dataset includes 997126 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027659-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76b6jr
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhytidocystis cyamus Rueckert & Leander, 2009"
 ]
}

 The dataset includes 101 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038643-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af5ftg
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnanthes glabrata (Mart.) Govaerts"
 ]
}

 The dataset includes 561 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007054-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yaxqr9
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus wiedii glauculus (Thomas, 1903)"
 ]
}

 The dataset includes 41 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053175-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dwsem
title: Occurrence Download

description: A dataset containing 6312201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Artportalen (Swedish Species Observation System)",
 "OccurrenceStatus is Present",
 "Year 2022-2022"
 ]
}

 The dataset includes 6312201 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010687-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ngaor
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jamesonia pulchra Hook. & Grev.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 60 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001907-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnltqa
title: Occurrence Download

description: A dataset containing 551357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer L."
 ]
}

 The dataset includes 551357 records from 1013 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027664-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17083013
title: Code for Evaluation of cloud microphysics schemes using a satellite radar simulator over the Oklahoma and Korea regions

description: Intro

The zip file contains the source codes for the WRF simulations, and the plot figures used in our manuscript "Evaluation of cloud microphysics schemes using a satellite radar simulator over the Oklahoma and Korea regions"

The Joint Simulator is available on the Joint simulator group's wiki (https://sites.google.com/site/jointsimulator/home)

Contents of the ZIP file

WRF

The source codes for the WRF simulations are as follows.



module_ra_effectiveradius.F

namelist.wps.kor, namelist.wps.usa

namelist.input

Forecast_period_kor.xlsx, Forecast_period_usa.xlsx


The file namelist.wps.domain are the namelist used for WPS in each domain, namelist.input is the namelist used for running WRF for both domains, and the xlsx files specifiy the simulation period for each domain.

Python scirpt

The scripts for pre-processing HDF5 are as follows.



preku.py

preka.py

q10.py

plot_cfads_obs.py

prewrf.py

plot_cfads_wrf.py

prejsim.py

plot_cfads_jsim.py

diff.py

calcr.py


OBS

The preku.py, and preka.py preprocess the 2ADPR data for each band by counting number of pixels where the "precipRateNearSurface" variable exceeds 10 mm h-1.

The q10.py extracts the "zFactorFinal" values from the files in which the number of pixels exceeding 10 mm h-1 ranks in the top 10% across all cases

The plot_cfads_obs.py plot the Ku-band, and Ka-band Contoured Frequency by Altitude Diagrams (CFADs) using results of q10.py

WRF

The prewrf.py processes the wrfout data by extracting the "REFL_10CM" profiles into a csv file when the "RAINNCV" variable exceeds 10 mm h-1.

The plot_cfads_wrf.py plot the S-Band CFADs using results of prewrf.py

JSIM

The prejsim.py processes the JSIM output data by extracting the "dbz_13", and "dbz_35" profiles into a csv file when the "RAINNCV" variable exceeds 10 mm h-1.

The plot_cfads_jsim.py plot the simultated Ku-band, and Ka-band Contoured Frequency by Altitude Diagrams (CFADs) using results of prejsim.py

The diff.py plot the difference between Ku-band and Ka-band.

The calcr.py calculates the correlation (Pearson R) between the obs and the model.
DOI: 10.5281/zenodo.17083014
title: Code for Evaluation of cloud microphysics schemes using a satellite radar simulator over the Oklahoma and Korea regions

description: Intro

The zip file contains the source codes for the WRF simulations, and the plot figures used in our manuscript "Evaluation of cloud microphysics schemes using a satellite radar simulator over the Oklahoma and Korea regions"

The Joint Simulator is available on the Joint simulator group's wiki (https://sites.google.com/site/jointsimulator/home)

Contents of the ZIP file

WRF

The source codes for the WRF simulations are as follows.



module_ra_effectiveradius.F

namelist.wps.kor, namelist.wps.usa

namelist.input

Forecast_period_kor.xlsx, Forecast_period_usa.xlsx


The file namelist.wps.domain are the namelist used for WPS in each domain, namelist.input is the namelist used for running WRF for both domains, and the xlsx files specifiy the simulation period for each domain.

Python scirpt

The scripts for pre-processing HDF5 are as follows.



preku.py

preka.py

q10.py

plot_cfads_obs.py

prewrf.py

plot_cfads_wrf.py

prejsim.py

plot_cfads_jsim.py

diff.py

calcr.py


OBS

The preku.py, and preka.py preprocess the 2ADPR data for each band by counting number of pixels where the "precipRateNearSurface" variable exceeds 10 mm h-1.

The q10.py extracts the "zFactorFinal" values from the files in which the number of pixels exceeding 10 mm h-1 ranks in the top 10% across all cases

The plot_cfads_obs.py plot the Ku-band, and Ka-band Contoured Frequency by Altitude Diagrams (CFADs) using results of q10.py

WRF

The prewrf.py processes the wrfout data by extracting the "REFL_10CM" profiles into a csv file when the "RAINNCV" variable exceeds 10 mm h-1.

The plot_cfads_wrf.py plot the S-Band CFADs using results of prewrf.py

JSIM

The prejsim.py processes the JSIM output data by extracting the "dbz_13", and "dbz_35" profiles into a csv file when the "RAINNCV" variable exceeds 10 mm h-1.

The plot_cfads_jsim.py plot the simultated Ku-band, and Ka-band Contoured Frequency by Altitude Diagrams (CFADs) using results of prejsim.py

The diff.py plot the difference between Ku-band and Ka-band.

The calcr.py calculates the correlation (Pearson R) between the obs and the model.
DOI: 10.15468/dl.xyz5yc
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glaucium flavum",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048517-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.