cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31244830
title: Fast and flexible emulation of spatial extremes processes via variational autoencoders

description: Many real-world processes have complex tail dependence structures that cannot be adequately characterized using classical Gaussian processes. Alternatively, models motivated by extreme-value theory exhibit appealing extremal dependence properties but are often exceedingly prohibitive to fit and simulate from in high dimensions using classical methods. In this paper, we extend the boundaries on computation and modeling of high-dimensional spatial extremes by integrating a new flexible and nonstationary spatial extremes model into the encoding-decoding structure of a variational autoencoder, called the extremes variational autoencoder (XVAE). Our proposed model is not only able to capture asymptotic dependence and independence, but also spatio-temporal heterogeneity in its tail behavior. The proposed XVAE is designed to realistically emulate spatial observations and produce outputs that have similar statistical properties as the inputs, especially in the tail. By exploiting our neural-network-based approach, we also provide a novel way of making fast inference with complex extreme-value processes. Through extensive simulation studies, we show that the XVAE is substantially more time-efficient than traditional Bayesian inference methods and outperforms other competing modeling approaches. Lastly, we analyze a high-resolution satellite-derived dataset of sea surface temperature in the Red Sea, which includes 30 years of daily measurements at 16 703 grid cells. We demonstrate how the XVAE can be used to identify regions susceptible to marine heatwaves and how these have evolved during the study period.
DOI: 10.6084/m9.figshare.31244830.v1
title: Fast and flexible emulation of spatial extremes processes via variational autoencoders

description: Many real-world processes have complex tail dependence structures that cannot be adequately characterized using classical Gaussian processes. Alternatively, models motivated by extreme-value theory exhibit appealing extremal dependence properties but are often exceedingly prohibitive to fit and simulate from in high dimensions using classical methods. In this paper, we extend the boundaries on computation and modeling of high-dimensional spatial extremes by integrating a new flexible and nonstationary spatial extremes model into the encoding-decoding structure of a variational autoencoder, called the extremes variational autoencoder (XVAE). Our proposed model is not only able to capture asymptotic dependence and independence, but also spatio-temporal heterogeneity in its tail behavior. The proposed XVAE is designed to realistically emulate spatial observations and produce outputs that have similar statistical properties as the inputs, especially in the tail. By exploiting our neural-network-based approach, we also provide a novel way of making fast inference with complex extreme-value processes. Through extensive simulation studies, we show that the XVAE is substantially more time-efficient than traditional Bayesian inference methods and outperforms other competing modeling approaches. Lastly, we analyze a high-resolution satellite-derived dataset of sea surface temperature in the Red Sea, which includes 30 years of daily measurements at 16 703 grid cells. We demonstrate how the XVAE can be used to identify regions susceptible to marine heatwaves and how these have evolved during the study period.
DOI: 10.48597/rn62-hjvk
title: Measurement of Ozone at Mace Head

description: Measurement of Ozone at Mace Head
DOI: 10.15468/dl.w33vu6
title: Occurrence Download

description: A dataset containing 81896 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saproxylic fungi of fine woody debris studied by metabarcoding-based MycoPins method in Oulanka, Finland, 2022-2023"
 ]
}

 The dataset includes 81896 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010323-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/uxnc-5e5g
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/6x73-d6ke
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/hz7u-b8vq
title: Measurement of Pm10_mass at TMNT09 Vielsalm

description: Measurement of Pm10_mass at TMNT09 Vielsalm
DOI: 10.48597/mdex-3e3z
title: Measurement of Pm10_mass at TMNT09 Vielsalm

description: Measurement of Pm10_mass at TMNT09 Vielsalm
DOI: 10.48597/uzrj-r36x
title: Measurement of Ozone at TMEG01 Engis

description: Measurement of Ozone at TMEG01 Engis
DOI: 10.48597/vz7k-smz2
title: Measurement of Aerosol_absorption_coefficient at South Pole

description: Measurement of Aerosol_absorption_coefficient at South Pole
DOI: 10.48597/9jrw-wmg7
title: Measurement of Pm10_mass at TMNT09 Vielsalm

description: Measurement of Pm10_mass at TMNT09 Vielsalm
DOI: 10.48597/xuba-k9uf
title: Measurement of Nitrogen oxides at TMEG01 Engis

description: Measurement of Nitrogen oxides at TMEG01 Engis
DOI: 10.48597/f7jc-ptmy
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/fmk5-9kkf
title: Measurement of Aerosol_absorption_coefficient at South Pole

description: Measurement of Aerosol_absorption_coefficient at South Pole
DOI: 10.48597/grqe-kkdz
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/h934-fkwc
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/k24x-5ep9
title: Measurement of Pm10_mass at TMNT09 Vielsalm

description: Measurement of Pm10_mass at TMNT09 Vielsalm
DOI: 10.48597/qbxz-8huu
title: Measurement of Pm10_mass at TMNT09 Vielsalm

description: Measurement of Pm10_mass at TMNT09 Vielsalm
DOI: 10.48597/9wm2-smqm
title: Measurement of Pm10_mass at TMNT09 Vielsalm

description: Measurement of Pm10_mass at TMNT09 Vielsalm
DOI: 10.48597/erpt-5qf3
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/f5e6-n3v3
title: Measurement of Aerosol_absorption_coefficient at South Pole

description: Measurement of Aerosol_absorption_coefficient at South Pole
DOI: 10.48597/gxag-4t7c
title: Measurement of Pm25_mass at TMNT09 Vielsalm

description: Measurement of Pm25_mass at TMNT09 Vielsalm
DOI: 10.48597/q7bb-bbn5
title: 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/uuzj-zsge
title: 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/8bvz-a2tv
title: Measurement of Ozone at Villum Research Station, Station Nord

description: Measurement of Ozone at Villum Research Station, Station Nord
DOI: 10.48597/f4vp-pt2d
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/h9gy-9ef9
title: Measurement of Aerosol_absorption_coefficient at South Pole

description: Measurement of Aerosol_absorption_coefficient at South Pole
DOI: 10.48597/kzw7-vf52
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/m952-7mqy
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/uj5f-27jr
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/y6xp-5jpg
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/4e7w-5ebk
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/9uk2-d5e9
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/brut-hsaj
title: Measurement of Ozone at Villum Research Station, Station Nord

description: Measurement of Ozone at Villum Research Station, Station Nord
DOI: 10.48597/ed8r-eccg
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/k37b-mxpn
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/p8wm-qxck
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/wu8v-9bwz
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/zr8t-6hz7
title: 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/4fhy-xaw7
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/9sjr-knta
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/akhs-n5zh
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/fcgw-jrfj
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/k6rf-rwdm
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/pgpj-jbsc
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/zt75-5gjr
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/azxc-6w92
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/bbhy-p6gy
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/tnhq-yc34
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/w8ac-58t6
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/wfgj-pq82
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/xt4p-dxdp
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/4r6d-qhj3
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/5grq-5s6p
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/5j7h-qac3
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/6eev-79jk
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/ckqb-xymu
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/hjga-mgbh
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/63jj-xa32
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/6czr-tsem
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/czu2-c3jz
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/fsaa-t42p
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/jrmb-tze7
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/mzym-jsmh
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/pjbt-xuz5
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/67mq-gt55
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/7bj4-wxpz
title: Measurement of 2-4-6-tribromoanisole, 2-4-dibromoanisole, DAME, HCBD, hexachlorobenzene and POPs (persistent organic pollutants) at Alert

description: Measurement of 2-4-6-tribromoanisole, 2-4-dibromoanisole, DAME, HCBD, hexachlorobenzene and POPs (persistent organic pollutants) at Alert
DOI: 10.48597/dm5g-jynh
title: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert

description: Measurement of 10-2-FTOH, 6-2-FTOH, 8-2-FTOH, HFA_hydrate, HFIP, N-Et-FOSA, N-Et-FOSE, N-Me-FOSA, N-Me-FOSE, PFODA, PFPrA, PFTriDA, TFA and PFAS (per- and polyfluoroalkyl substances) at Alert
DOI: 10.48597/ttpa-neju
title: Measurement of 2-4-6-tribromoanisole, 2-4-dibromoanisole, DAME, HCBD, hexachlorobenzene and POPs (persistent organic pollutants) at Alert

description: Measurement of 2-4-6-tribromoanisole, 2-4-dibromoanisole, DAME, HCBD, hexachlorobenzene and POPs (persistent organic pollutants) at Alert