| Item type |
デフォルト(1) |
| 公開日 |
2025-10-14 |
| タイトル |
|
|
タイトル |
Using particle size distribution (PSD) to automate imaging flow cytobot (IFCB) data quality in coastal California, USA |
|
言語 |
en |
| 作成者 |
Hayashi, Kendra
Enslein, Jamie
Lie, Alle
Smith, Jayme
Kudela, Raphael M.
|
| 寄与者 |
|
|
寄与者タイプ |
Editor |
|
|
姓名 |
Imai, Ichiro |
|
|
言語 |
en |
| 寄与者 |
|
|
寄与者タイプ |
Editor |
|
|
姓名 |
Matsushima, Ryoji |
|
|
言語 |
en |
| 寄与者 |
|
|
寄与者タイプ |
Editor |
|
|
姓名 |
Nagai, Satoshi |
|
|
言語 |
en |
| 寄与者 |
|
|
寄与者タイプ |
Editor |
|
|
姓名 |
Nishitani, Goh |
|
|
言語 |
en |
| 寄与者 |
|
|
寄与者タイプ |
Editor |
|
|
姓名 |
Sakamoto, Setsuko |
|
|
言語 |
en |
| 寄与者 |
|
|
寄与者タイプ |
Editor |
|
|
姓名 |
Suzuki, Toshiyuki |
|
|
言語 |
en |
| アクセス権 |
|
|
アクセス権 |
open access |
|
アクセス権URI |
http://purl.org/coar/access_right/c_abf2 |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
imaging flow cytobot (IFCB) |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
particle size distribution (PSD) |
| 主題 |
|
|
言語 |
en |
|
主題Scheme |
Other |
|
主題 |
data QA/QC |
| 内容記述 |
|
|
内容記述タイプ |
Abstract |
|
内容記述 |
The use of imaging flow cytobots (IFCBs) for plankton research is increasing worldwide and coordinated IFCB networks are being developed to monitor harmful algal blooms (HABs) in several coastal regions. Monitoring programs with IFCBs designed to run continuously can generate up to 70 samples per day creating a wealth of image data. Ideally, data streams are monitored daily (real-time) for data quality assurance and quality control (QA/QC). However, front end data QA/QC can be cumbersome for personnel and is often left for a later date once thousands of data files have accumulated. Particle size distribution (PSD) is used to inform food web dynamics, calculate total community biomass, and calculate radiative transfer in ocean remote sensing. PSD can be generated from equivalent spherical diameter (ESD), a measure derived from IFCB image processing, and in previous work, anomalous IFCB generated PSDs identified bloom events in San Francisco Bay, CA. We propose that variations in PSDs also reveal “bad” data to allow for some automation in backend QA/QC procedures. As more and larger IFCB networks come online worldwide, the use of automated data QA/QC is prudent to increase the efficiency of working with these datasets. While full automation of IFCB data QA/QC is unlikely, using PSD to automatically flag data allows users to focus their efforts on a reduced number of data to determine whether they are questionable or reflect shifts in community
structure. |
|
言語 |
en |
| 内容記述 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
本文は、ISSHAのHP（ リンク：https://issha.org/publications-resources/conference-proceedings/ ）にて公開。 |
|
言語 |
ja |
| 内容記述 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
This work was supported by Cal-HABMAP which represents multiple organizations and partners who contribute to the operation and maintenance of the IFCB network. Support was also provided by SCCWRP JPA Research Funding. Core funding has been provided by NOAA, including the IOOS, ECOHAB, and MERHAB programs, NASA, California Sea Grant, California Ocean Protection Council, and numerous in-kind contributions from our partners and stakeholders. Initial purchase and development of the IFCBs was supported by NA16NMF4270263 (Saltonstall Kennedy) and NA14NOS0120148 (NOAA OTT). |
|
言語 |
en |
| 内容記述 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
Ichiro Imai, Ryoji Matsushima, Satoshi Nagai, Goh Nishitani, Setsuko Sakamoto, Toshiyuki Suzuki (Eds.). 2023. Proceedings of the 20th International Conference on Harmful Algae, Hiroshima, Japan. International Society for the Study of Harmful Algae. 【73-76】 pp. |
|
言語 |
en |
| 出版者 |
|
|
出版者 |
International Society for the Study of Harmful Algae |
|
言語 |
en |
| 日付 |
|
|
日付 |
2025-10-24 |
|
日付タイプ |
Available |
| 言語 |
|
|
言語 |
eng |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_5794 |
|
資源タイプ |
conference paper |
| 出版タイプ |
|
|
出版タイプ |
VoR |
|
出版タイプResource |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| ID登録 |
|
|
ID登録 |
10.15027/0002041270 |
|
ID登録タイプ |
JaLC |
| 書誌情報 |
en : Proceedings of the 20th International Conference on Harmful Algae, Hiroshima, Japan
巻 20,
p. 73-76,
ページ数 4,
発行日 2025-10-24
|
| 見出し |
|
|
大見出し |
Monitoring and Mitigation |
|
言語 |
en |
15(pp.73-76).pdf (369 KB)
