cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/vbjd-37kd
title: Measurement of Ammonium at Hurdal

description: Measurement of Ammonium at Hurdal
DOI: 10.48597/vv44-k32a
title: Measurement of Nitrate at Kårvatn

description: Measurement of Nitrate at Kårvatn
DOI: 10.48597/vvd9-6zq5
title: Measurement of Nitrogen_dioxide at Tustervatn

description: Measurement of Nitrogen_dioxide at Tustervatn
DOI: 10.48597/vvwj-u96e
title: Measurement of Nitrate at Haukeland

description: Measurement of Nitrate at Haukeland
DOI: 10.48597/vvx9-rvsx
title: Measurement of Calcium at Birkenes II

description: Measurement of Calcium at Birkenes II
DOI: 10.48597/vyum-vw2p
title: Measurement of Magnesium at Haukeland

description: Measurement of Magnesium at Haukeland
DOI: 10.48597/w6nv-rxzt
title: Measurement of Sulphate_total at Hurdal

description: Measurement of Sulphate_total at Hurdal
DOI: 10.48597/w9hc-yrxz
title: Measurement of Sulphate_total at Tustervatn

description: Measurement of Sulphate_total at Tustervatn
DOI: 10.48597/we5t-d5z4
title: Measurement of Nitrate at Birkenes II

description: Measurement of Nitrate at Birkenes II
DOI: 10.48597/wkpu-wa5c
title: Measurement of Calcium at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Calcium at Zeppelin mountain (Ny-Ålesund)
DOI: 10.5281/zenodo.10717332
title: Data of SPARADA: Solar Prominence & Active Region Detector & Analyzer

description: Data repository for program: SPARADA (Solar Prominence & Active Region Detector & Analyzer)

This repository stores the data related to the program SPARADA which has DOI: 10.5281/zenodo.10727165. The repository includes




Archive
Description


m_best.pt
pre-trained model


predict_onehot.zip
predicted results on SDO/AIA 304 Å data with one-hot encoding


predict_predict.zip
predicted results on SDO/AIA 304 Å data with post-processing


statistic.zip
statistical results extracted directly from predicted results(with post-processing), stored in .csv


test.zip
data set for testing the model


train.zip
data set for training the model


validate.zip
data set for validating the model
DOI: 10.5281/zenodo.10717333
title: Data of SPARADA: Solar Prominence & Active Region Detector & Analyzer

description: Data repository for program: SPARADA (Solar Prominence & Active Region Detector & Analyzer)

This repository stores the data related to the program SPARADA which has DOI: 10.5281/zenodo.10727165. The repository includes




Archive
Description


m_best.pt
pre-trained model


predict_onehot.zip
predicted results on SDO/AIA 304 Å data with one-hot encoding


predict_predict.zip
predicted results on SDO/AIA 304 Å data with post-processing


statistic.zip
statistical results extracted directly from predicted results(with post-processing), stored in .csv


test.zip
data set for testing the model


train.zip
data set for training the model


validate.zip
data set for validating the model
DOI: 10.48597/wsy8-yuts
title: Measurement of Sum_ammonia_and_ammonium at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Sum_ammonia_and_ammonium at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/wt2m-x6nv
title: Measurement of Magnesium at Tustervatn

description: Measurement of Magnesium at Tustervatn
DOI: 10.48597/xdpg-643c
title: Measurement of Calcium at Haukeland

description: Measurement of Calcium at Haukeland
DOI: 10.48597/xfbx-c38t
title: Measurement of Chloride at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Chloride at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/yqet-xaes
title: Measurement of Sum_ammonia_and_ammonium at Birkenes II

description: Measurement of Sum_ammonia_and_ammonium at Birkenes II
DOI: 10.48597/yx23-gp26
title: Measurement of Ammonium at Haukeland

description: Measurement of Ammonium at Haukeland
DOI: 10.48597/zeyy-wg47
title: Measurement of Nitric_acid at Hurdal

description: Measurement of Nitric_acid at Hurdal
DOI: 10.48597/zjkw-xkt2
title: Measurement of Sum_ammonia_and_ammonium at Birkenes II

description: Measurement of Sum_ammonia_and_ammonium at Birkenes II
DOI: 10.48597/zpaj-duas
title: Measurement of Sulphate_total at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Sulphate_total at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/zs74-7tab
title: Measurement of Inorganics in precipitation at Birkenes

description: Measurement of Inorganics in precipitation at Birkenes
DOI: 10.48597/2fbr-2473
title: Measurement of VOC (hydrocarbons) at Rigi

description: Measurement of VOC (hydrocarbons) at Rigi
DOI: 10.48597/2ucd-wkpz
title: Measurement of Heavy metals at Hurdal

description: Measurement of Heavy metals at Hurdal
DOI: 10.48597/3ucs-bc8g
title: Measurement of Aerosol_absorption_coefficient at Pallas (Sammaltunturi)

description: Measurement of Aerosol_absorption_coefficient at Pallas (Sammaltunturi)
DOI: 10.48597/4e3h-fv4r
title: Measurement of POPs (persistent organic pollutants) at Zingst

description: Measurement of POPs (persistent organic pollutants) at Zingst
DOI: 10.48597/6pyr-4qdm
title: Measurement of Heavy metals at Birkenes II

description: Measurement of Heavy metals at Birkenes II
DOI: 10.48597/747p-b3ng
title: Measurement of Heavy metals at Westerland

description: Measurement of Heavy metals at Westerland
DOI: 10.48597/7qas-qt9x
title: Measurement of Heavy metals at Schauinsland

description: Measurement of Heavy metals at Schauinsland
DOI: 10.48597/8kah-rnbe
title: Measurement of Heavy metals at Westerland

description: Measurement of Heavy metals at Westerland
DOI: 10.48597/8xzy-teuf
title: Measurement of Benz_a_anthracene at Schmücke

description: Measurement of Benz_a_anthracene at Schmücke
DOI: 10.48597/9gh2-a5yk
title: Measurement of Benz_a_anthracene at Schmücke

description: Measurement of Benz_a_anthracene at Schmücke
DOI: 10.48597/9wpg-55x6
title: Measurement of Inorganics in air and particle phase at Westerland

description: Measurement of Inorganics in air and particle phase at Westerland
DOI: 10.48597/bdnx-5m7q
title: Measurement of Benz_a_anthracene at Westerland

description: Measurement of Benz_a_anthracene at Westerland
DOI: 10.48597/bvg5-xdwe
title: Measurement of Inorganics in air and particle phase at Zingst

description: Measurement of Inorganics in air and particle phase at Zingst
DOI: 10.48597/cjb6-74he
title: Measurement of Mercury at Schauinsland

description: Measurement of Mercury at Schauinsland
DOI: 10.48597/danf-g47u
title: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Schauinsland

description: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Schauinsland
DOI: 10.48597/e5rv-j24h
title: Measurement of VOC (hydrocarbons) at Rigi

description: Measurement of VOC (hydrocarbons) at Rigi
DOI: 10.48597/eq6g-5vj3
title: Measurement of Benz_a_anthracene at Westerland

description: Measurement of Benz_a_anthracene at Westerland
DOI: 10.48597/fc8b-ttj4
title: Measurement of Aerosol_absorption_coefficient at Whistler Mountain

description: Measurement of Aerosol_absorption_coefficient at Whistler Mountain
DOI: 10.48597/g2jh-udmw
title: Measurement of Aerosol_absorption_coefficient at Pallas (Sammaltunturi)

description: Measurement of Aerosol_absorption_coefficient at Pallas (Sammaltunturi)
DOI: 10.48597/hebx-zra2
title: Measurement of Benz_a_anthracene at Westerland

description: Measurement of Benz_a_anthracene at Westerland
DOI: 10.48597/hg6b-rgeb
title: Measurement of Heavy metals at Waldhof

description: Measurement of Heavy metals at Waldhof
DOI: 10.48597/j7kc-vcer
title: Measurement of Heavy metals at Schauinsland

description: Measurement of Heavy metals at Schauinsland
DOI: 10.48597/jy44-wva9
title: Measurement of Heavy metals at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Heavy metals at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/kq6c-ubgu
title: Measurement of Precipitation_amount at Westerland

description: Measurement of Precipitation_amount at Westerland
DOI: 10.48597/ku6g-mf8h
title: Measurement of POPs (persistent organic pollutants) at Waldhof

description: Measurement of POPs (persistent organic pollutants) at Waldhof
DOI: 10.48597/mjtf-vmc4
title: Measurement of Heavy metals at Neuglobsow

description: Measurement of Heavy metals at Neuglobsow
DOI: 10.48597/mrjc-wg3g
title: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Schmücke

description: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Schmücke
DOI: 10.48597/nm8q-fy7z
title: Measurement of VOC (hydrocarbons) at Jungfraujoch

description: Measurement of VOC (hydrocarbons) at Jungfraujoch
DOI: 10.48597/pkfq-mby6
title: Measurement of Inorganics in air and particle phase at Waldhof

description: Measurement of Inorganics in air and particle phase at Waldhof
DOI: 10.48597/s9dq-chxh
title: Measurement of Aerosol light scattering at Whistler Mountain

description: Measurement of Aerosol light scattering at Whistler Mountain
DOI: 10.48597/sang-s3jv
title: Measurement of Aerosol_absorption_coefficient at East Trout Lake

description: Measurement of Aerosol_absorption_coefficient at East Trout Lake
DOI: 10.48597/sgpc-9ewz
title: Measurement of Mercury at Zingst

description: Measurement of Mercury at Zingst
DOI: 10.48597/t2ks-rxcb
title: Measurement of Heavy metals at Zingst

description: Measurement of Heavy metals at Zingst
DOI: 10.48597/tbqg-u6mg
title: Measurement of Heavy metals at Andøya

description: Measurement of Heavy metals at Andøya
DOI: 10.48597/tefu-f9ws
title: Measurement of FTS_6-2 at Birkenes II

description: Measurement of FTS_6-2 at Birkenes II
DOI: 10.48597/v53f-dk5j
title: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Schmücke

description: Measurement of PAHs (polycyclic aromatic hydrocarbons) at Schmücke
DOI: 10.48597/vc5u-jeaa
title: Measurement of Aerosol_absorption_coefficient at Whistler Mountain

description: Measurement of Aerosol_absorption_coefficient at Whistler Mountain
DOI: 10.48597/vjsk-ss3t
title: Measurement of Heavy metals at Birkenes

description: Measurement of Heavy metals at Birkenes
DOI: 10.48597/wxhv-bnc3
title: Measurement of VOC (hydrocarbons) at Rigi

description: Measurement of VOC (hydrocarbons) at Rigi
DOI: 10.5281/zenodo.10777380
title: eSPACE End-User Authoring Tool User Study Documents and Results

description: The ZIP file contains all study documents that have been used to evaluate the eSPACE end-user authoring tool. It also contains an Excel file with quantitative results from the post-study questionnaires from the user study which has been performed with 22 participants.
DOI: 10.5281/zenodo.10777381
title: eSPACE End-User Authoring Tool User Study Documents and Results

description: The ZIP file contains all study documents that have been used to evaluate the eSPACE end-user authoring tool. It also contains an Excel file with quantitative results from the post-study questionnaires from the user study which has been performed with 22 participants.
DOI: 10.5281/zenodo.10777398
title: Simulated Gait Data - RDM

description: This dataset contains simulated gait data generated for the RDM course. The dataset includes three-axis accelerometer measurements capturing vertical (V), anteroposterior (AP), and mediolateral (ML) accelerations in meters per second squared (m/s^2), with the vertical component approximately aligned with gravity and the AP and ML components exhibiting typical gait patterns.
DOI: 10.5281/zenodo.10777399
title: Simulated Gait Data - RDM

description: This dataset contains simulated gait data generated for the RDM course. The dataset includes three-axis accelerometer measurements capturing vertical (V), anteroposterior (AP), and mediolateral (ML) accelerations in meters per second squared (m/s^2), with the vertical component approximately aligned with gravity and the AP and ML components exhibiting typical gait patterns.
DOI: 10.48597/yxfm-gpqw
title: Measurement of POPs (persistent organic pollutants) at Zingst

description: Measurement of POPs (persistent organic pollutants) at Zingst
DOI: 10.48597/yyf3-qaka
title: Measurement of Benz_a_anthracene at Zingst

description: Measurement of Benz_a_anthracene at Zingst
DOI: 10.48597/z9tq-tjpf
title: Measurement of Aerosol_light_scattering_coefficient at Mt Cimone

description: Measurement of Aerosol_light_scattering_coefficient at Mt Cimone
DOI: 10.48597/zvq2-zz23
title: Measurement of BDE_71 at Zeppelin mountain (Ny-Ålesund)

description: Measurement of BDE_71 at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/2c9f-nsw7
title: Measurement of Conductivity at Nausta

description: Measurement of Conductivity at Nausta
DOI: 10.48597/3axz-mcbg
title: Measurement of Conductivity at Løken

description: Measurement of Conductivity at Løken
DOI: 10.48597/3k7x-w9kp
title: Measurement of Magnesium at Vikedal

description: Measurement of Magnesium at Vikedal
DOI: 10.48597/42na-bzh6
title: Measurement of Conductivity at Ny-Ålesund

description: Measurement of Conductivity at Ny-Ålesund
DOI: 10.48597/4hup-a7bb
title: Measurement of pH at Vikedal

description: Measurement of pH at Vikedal
DOI: 10.48597/4krr-krt2
title: Measurement of Sulphate_total at Haukeland

description: Measurement of Sulphate_total at Haukeland
DOI: 10.48597/4snh-t4jv
title: Measurement of Sulphate_total at Karpbukt

description: Measurement of Sulphate_total at Karpbukt
DOI: 10.48597/55nz-34uy
title: Measurement of Precipitation_amount at Vikedal

description: Measurement of Precipitation_amount at Vikedal
DOI: 10.48597/5dcq-q6p9
title: Measurement of Conductivity at Karpbukt

description: Measurement of Conductivity at Karpbukt
DOI: 10.48597/5ecu-pccy
title: Measurement of Calcium at Nausta

description: Measurement of Calcium at Nausta
DOI: 10.48597/62ap-n6w8
title: Measurement of pH at Høylandet

description: Measurement of pH at Høylandet
DOI: 10.48597/63z3-c677
title: Measurement of Conductivity at Brekkebygda

description: Measurement of Conductivity at Brekkebygda
DOI: 10.48597/669w-fjcp
title: Measurement of Conductivity at Vikedal

description: Measurement of Conductivity at Vikedal
DOI: 10.48597/67ek-bn4v
title: Measurement of Magnesium at Vikedal

description: Measurement of Magnesium at Vikedal
DOI: 10.48597/697c-ds9s
title: Measurement of Precipitation_amount at Haukeland

description: Measurement of Precipitation_amount at Haukeland
DOI: 10.48597/6gj5-3xkm
title: Measurement of Nitrate at Karpbukt

description: Measurement of Nitrate at Karpbukt
DOI: 10.48597/6vjs-8f4x
title: Measurement of Conductivity at Vatnedalen

description: Measurement of Conductivity at Vatnedalen
DOI: 10.48597/76yd-6hqu
title: Measurement of Magnesium at Ny-Ålesund

description: Measurement of Magnesium at Ny-Ålesund
DOI: 10.34740/kaggle/dsv/7758490
title: BronchoscopicDataset
DOI: 10.48597/7ebv-cat2
title: Measurement of Nitrate at Karpbukt

description: Measurement of Nitrate at Karpbukt
DOI: 10.48597/7j7h-k4hk
title: Measurement of Sodium at Haukeland

description: Measurement of Sodium at Haukeland
DOI: 10.48597/7jcp-ct9v
title: Measurement of Inorganics in precipitation at Haukeland

description: Measurement of Inorganics in precipitation at Haukeland
DOI: 10.48597/7vvr-2nzg
title: Measurement of Inorganics in precipitation at Karpbukt

description: Measurement of Inorganics in precipitation at Karpbukt
DOI: 10.48597/7y5q-efkb
title: Measurement of Chloride at Ny-Ålesund

description: Measurement of Chloride at Ny-Ålesund
DOI: 10.48597/7yzh-r94v
title: Measurement of pH at Haukeland

description: Measurement of pH at Haukeland
DOI: 10.48597/8a76-w4bw
title: Measurement of Precipitation_amount at Vikedal

description: Measurement of Precipitation_amount at Vikedal
DOI: 10.48597/8bhj-248h
title: Measurement of Inorganics in precipitation at Vikedal

description: Measurement of Inorganics in precipitation at Vikedal
DOI: 10.48597/8jfa-zht6
title: Measurement of Ammonium at Haukeland

description: Measurement of Ammonium at Haukeland
DOI: 10.48597/8rwk-rv46
title: Measurement of Precipitation_amount at Karpbukt

description: Measurement of Precipitation_amount at Karpbukt
DOI: 10.48597/8v8w-qntu
title: Measurement of Nitrate at Haukeland

description: Measurement of Nitrate at Haukeland
DOI: 10.48597/8wzt-er2n
title: Measurement of Chloride at Høylandet

description: Measurement of Chloride at Høylandet
DOI: 10.48597/8y3k-ycg3
title: Measurement of pH at Haukeland

description: Measurement of pH at Haukeland
DOI: 10.48597/92sx-35vv
title: Measurement of Nitrate at Høylandet

description: Measurement of Nitrate at Høylandet
DOI: 10.48597/9brc-ynra
title: Measurement of Ammonium at Vikedal

description: Measurement of Ammonium at Vikedal
DOI: 10.48597/ahb4-5b7c
title: Measurement of Precipitation_amount at Ny-Ålesund

description: Measurement of Precipitation_amount at Ny-Ålesund
DOI: 10.48597/ams3-d9yu
title: Measurement of Inorganics in precipitation at Nausta

description: Measurement of Inorganics in precipitation at Nausta
DOI: 10.48597/aqx9-pky5
title: Measurement of Inorganics in precipitation at Nausta

description: Measurement of Inorganics in precipitation at Nausta
DOI: 10.48597/att2-m6dq
title: Measurement of Potassium at Karpbukt

description: Measurement of Potassium at Karpbukt
DOI: 10.48597/aztx-dyf9
title: Measurement of Magnesium at Høylandet

description: Measurement of Magnesium at Høylandet
DOI: 10.48597/b8br-amfr
title: Measurement of Magnesium at Haukeland

description: Measurement of Magnesium at Haukeland
DOI: 10.48597/bm9c-3f2j
title: Measurement of Potassium at Karpbukt

description: Measurement of Potassium at Karpbukt
DOI: 10.48597/bqmn-jcmu
title: Measurement of Conductivity at Løken

description: Measurement of Conductivity at Løken
DOI: 10.48597/bs7q-r4j6
title: Measurement of Potassium at Ny-Ålesund

description: Measurement of Potassium at Ny-Ålesund
DOI: 10.48597/bwtr-m6a3
title: Measurement of Chloride at Vikedal

description: Measurement of Chloride at Vikedal
DOI: 10.48597/bzrt-5hb4
title: Measurement of Sodium at Karpbukt

description: Measurement of Sodium at Karpbukt
DOI: 10.48597/c555-u488
title: Measurement of Conductivity at Vikedal

description: Measurement of Conductivity at Vikedal
DOI: 10.48597/ces3-b3c3
title: Measurement of Sulphate_total at Vikedal

description: Measurement of Sulphate_total at Vikedal
DOI: 10.48597/cj9j-wrcz
title: Measurement of Ammonium at Karpbukt

description: Measurement of Ammonium at Karpbukt
DOI: 10.48597/cwnn-pcww
title: Measurement of Conductivity at Brekkebygda

description: Measurement of Conductivity at Brekkebygda
DOI: 10.48597/dbuf-grrm
title: Measurement of Conductivity at Svanvik

description: Measurement of Conductivity at Svanvik
DOI: 10.48597/ddcv-qnxq
title: Measurement of Ammonium at Nausta

description: Measurement of Ammonium at Nausta
DOI: 10.48597/eck3-mdtf
title: Measurement of Conductivity at Høylandet

description: Measurement of Conductivity at Høylandet
DOI: 10.48597/fe7t-wq54
title: Measurement of pH at Karpbukt

description: Measurement of pH at Karpbukt
DOI: 10.48597/ftam-6ggq
title: Measurement of Conductivity at Hurdal

description: Measurement of Conductivity at Hurdal
DOI: 10.48597/g98x-7wc6
title: Measurement of Inorganics in precipitation at Vikedal

description: Measurement of Inorganics in precipitation at Vikedal
DOI: 10.48597/gcx5-9kub
title: Measurement of Nitrate at Vikedal

description: Measurement of Nitrate at Vikedal
DOI: 10.48597/gg86-ch38
title: Measurement of Chloride at Vikedal

description: Measurement of Chloride at Vikedal
DOI: 10.48597/gj22-7wjb
title: Measurement of pH at Vikedal

description: Measurement of pH at Vikedal
DOI: 10.48597/gja3-7bcr
title: Measurement of Potassium at Vikedal

description: Measurement of Potassium at Vikedal
DOI: 10.15468/dl.3n392n
title: Occurrence Download

description: A dataset containing 8101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus bachmani (Waterhouse, 1839)"
 ]
}

 The dataset includes 8101 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117737-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59fvkz
title: Occurrence Download

description: A dataset containing 2017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Acinonyx jubatus jubatus"
 ]
}

 The dataset includes 2017 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117738-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn6tmd
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidomorphus lineaticollis (Werner, 1903)"
 ]
}

 The dataset includes 132 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117739-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cyent
title: Occurrence Download

description: A dataset containing 103943 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LACM Invertebrate Paleontology"
 ]
}

 The dataset includes 103943 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117705-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awhvd3
title: Occurrence Download

description: A dataset containing 103943 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LACM Invertebrate Paleontology"
 ]
}

 The dataset includes 103943 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117708-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13362900
title: Data Release: "A neural network emulator of the Advanced LIGO and Advanced Virgo selection function"

description: This dataset contains results presented in "A neural network emulator of the Advanced LIGO and Advanced Virgo selection function" (arXiv: 2408.16828).

The code used to generate this data and produce figures in the paper can be found at https://github.com/tcallister/learning-p-det/. Specific instructions about the workflow are provided in the accompanying documentation.

The primary deliverable of this work is a trained neural network emulator for the compact binary selection function during the Advanced LIGO and Advanced Virgo O3 observing run. This emulator is made available in a standalone companion repository, https://github.com/tcallister/pdet.

Additional information:



The files endo3_bbhpop-LIGO-T2100113-v12.hdf5, endo3_bnspop-LIGO-T2100113-v12.hdf5, and endo3_nsbhpop-LIGO-T2100113-v12.hdf5, used for network training, were created and released by the LIGO-Virgo-KAGRA Collaboration at https://zenodo.org/records/7890437.

The file sampleDict_FAR_1_in_1_yr.pickle, used during hierarchical inference, was created via code in the repository https://github.com/tcallister/get-lvk-data.

Inference results (popsummary_standardInjections.h5 and popsummary_dynamicInjections.h5) are provided in the popsummary results format; see https://git.ligo.org/christian.adamcewicz/popsummary.


Changelog:



v2: Added missing file sampleDict_FAR_1_in_1_yr.pickle
DOI: 10.15468/dl.3z27dc
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Casearia laetioides (A.Rich.) Warb.",
 "Year 2000-2024"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117740-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.