Remote alpha/beta measurement system with support vector machine algorithm
Decommissioning nuclear reactor sites presents challenges due to the presence of various radionuclides, including alpha emitters (e.g., Pu, Am, Cm) and beta emitters (e.g., 137Cs, 90Sr–90Y), which pose significant internal exposure risks to workers. Traditional measurement methods require multiple i...
Uložené v:
| Vydané v: | Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment Ročník 1076; s. 170368 |
|---|---|
| Hlavní autori: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Elsevier B.V
01.07.2025
|
| Predmet: | |
| ISSN: | 0168-9002 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Decommissioning nuclear reactor sites presents challenges due to the presence of various radionuclides, including alpha emitters (e.g., Pu, Am, Cm) and beta emitters (e.g., 137Cs, 90Sr–90Y), which pose significant internal exposure risks to workers. Traditional measurement methods require multiple instruments and are time-consuming, particularly in high gamma-ray environments. To address these issues, we developed a remote alpha and beta discrimination measurement system that integrates a stilbene scintillator detector with a silicon photomultiplier, enabling simultaneous detection of both alpha and beta particles. This study further incorporates machine learning techniques, specifically Support Vector Machines (SVM), for automatic discrimination, eliminating the need for user-defined thresholds and ensuring consistent operational conditions. The system was tested with known radiation sources, demonstrating over 96 % classification accuracy for alpha and beta particles. Measurements conducted in motion effectively identified contamination sources, confirming the system's capability for real-time analysis. This innovative approach enhances radiation safety and efficiency in nuclear decommissioning operations, making it particularly beneficial in environments where human access is limited. |
|---|---|
| AbstractList | Decommissioning nuclear reactor sites presents challenges due to the presence of various radionuclides, including alpha emitters (e.g., Pu, Am, Cm) and beta emitters (e.g., 137Cs, 90Sr–90Y), which pose significant internal exposure risks to workers. Traditional measurement methods require multiple instruments and are time-consuming, particularly in high gamma-ray environments. To address these issues, we developed a remote alpha and beta discrimination measurement system that integrates a stilbene scintillator detector with a silicon photomultiplier, enabling simultaneous detection of both alpha and beta particles. This study further incorporates machine learning techniques, specifically Support Vector Machines (SVM), for automatic discrimination, eliminating the need for user-defined thresholds and ensuring consistent operational conditions. The system was tested with known radiation sources, demonstrating over 96 % classification accuracy for alpha and beta particles. Measurements conducted in motion effectively identified contamination sources, confirming the system's capability for real-time analysis. This innovative approach enhances radiation safety and efficiency in nuclear decommissioning operations, making it particularly beneficial in environments where human access is limited. |
| ArticleNumber | 170368 |
| Author | Sumali, Brian Miyamura, Hiroko Nakamura Mitsukura, Yasue Sato, Yuki Morishita, Yuki Matsubara, Jun |
| Author_xml | – sequence: 1 givenname: Yuki orcidid: 0000-0002-4229-6175 surname: Morishita fullname: Morishita, Yuki email: morishita.yuki@jaea.go.jp organization: Collaborative Laboratories for Advanced Decommissioning Science (CLADS), Japan Atomic Energy Agency, 45-169, Kaihama-Sukakeba, Haramachi-ku, Minamisoma, Fukushima, 975-0036, Japan – sequence: 2 givenname: Hiroko Nakamura surname: Miyamura fullname: Miyamura, Hiroko Nakamura organization: Collaborative Laboratories for Advanced Decommissioning Science (CLADS), Japan Atomic Energy Agency, 45-169, Kaihama-Sukakeba, Haramachi-ku, Minamisoma, Fukushima, 975-0036, Japan – sequence: 3 givenname: Yuki surname: Sato fullname: Sato, Yuki organization: Collaborative Laboratories for Advanced Decommissioning Science (CLADS), Japan Atomic Energy Agency, 45-169, Kaihama-Sukakeba, Haramachi-ku, Minamisoma, Fukushima, 975-0036, Japan – sequence: 4 givenname: Jun surname: Matsubara fullname: Matsubara, Jun organization: Keio University, 4-1-1 Hiyoshi, Kohoku-ku, Yokohama-shi, Kanagawa, 223-8521, Japan – sequence: 5 givenname: Brian surname: Sumali fullname: Sumali, Brian organization: Keio University, 4-1-1 Hiyoshi, Kohoku-ku, Yokohama-shi, Kanagawa, 223-8521, Japan – sequence: 6 givenname: Yasue surname: Mitsukura fullname: Mitsukura, Yasue organization: Keio University, 4-1-1 Hiyoshi, Kohoku-ku, Yokohama-shi, Kanagawa, 223-8521, Japan |
| BookMark | eNp9kMtqwzAQRbVIoUnaH-hKP2BHkm1ZgW5K6JNAobRrIcvjWiGyjKSk5O8rk666yGwG5nIG7lmg2eAGQOiOkpwSyle7fDBW5YywKqc1KbiYoXkKRLYmhF2jRQg7kmZdizl6-wDrImC1H3u1aiAqbEGFgwcLQ8ThFCJY_GNij8NhHJ2P-Ag6Oo-t0r0ZJvLb-ZTbG3TVqX2A27-9RF9Pj5-bl2z7_vy6edhmmhUkZgUrhaiahrekYPW6oQwqrRQjUHLKuOJdWbFW1FRXTae6dNCiAQ5VW9bAalUsETv_1d6F4KGTo0-F_UlSIicDcicnA3IyIM8GEiT-QdpEFY0boldmfxm9P6OQSh0NeBm0gUFDa3xSIVtnLuG_VC98hA |
| CitedBy_id | crossref_primary_10_3390_fractalfract9090555 |
| Cites_doi | 10.1029/2011GL048689 10.1002/rob.21439 10.1088/1742-6596/1689/1/012011 10.1093/jrr/rry063 10.1016/j.nima.2014.07.046 10.1016/j.jenvrad.2011.09.003 10.1038/s41598-022-11334-1 10.1108/01439911211249715 10.1146/annurev-marine-010816-060733 10.3327/taesj.J14.048 10.1038/s41598-018-36962-4 10.1016/j.nima.2019.04.024 10.1016/j.radmeas.2022.106896 10.1016/j.radmeas.2024.107064 10.1088/1748-0221/15/10/P10020 10.1109/TNS.2016.2514269 10.1016/j.nima.2021.166258 |
| ContentType | Journal Article |
| Copyright | 2025 Elsevier B.V. |
| Copyright_xml | – notice: 2025 Elsevier B.V. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.nima.2025.170368 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Physics |
| ExternalDocumentID | 10_1016_j_nima_2025_170368 S016890022500169X |
| GroupedDBID | --K --M -~X .~1 0R~ 123 1B1 1RT 1~. 1~5 29N 3O- 4.4 457 4G. 53G 5VS 6TJ 7-5 71M 8P~ 8WZ 9JN A6W AABNK AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AATTM AAXKI AAXUO AAYWO ABFNM ABMAC ABNEU ABWVN ABXDB ACDAQ ACFVG ACGFS ACNCT ACNNM ACRLP ACRPL ADBBV ADEZE ADMUD ADNMO ADVLN AEBSH AEIPS AEKER AFJKZ AFTJW AGCQF AGHFR AGQPQ AGRNS AGUBO AGYEJ AHHHB AIEXJ AIIUN AIKHN AITUG AIVDX ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU APXCP ASPBG AVWKF AXJTR AZFZN BKOJK BLXMC BNPGV CS3 EBS EFJIC EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HME HVGLF HX~ HZ~ H~9 IHE J1W KOM LZ4 M41 MO0 N9A O-L O9- OAUVE OGIMB OZT P-8 P-9 PC. Q38 R2- RIG RNS ROL RPZ SDF SDG SDP SES SEW SHN SPC SPCBC SPD SSH SSQ SSZ T5K TN5 VOH WUQ ~02 ~G- 9DU AAYXX ACLOT CITATION EFKBS EFLBG ~HD |
| ID | FETCH-LOGICAL-c230t-324885bb6d03279b12e5caa20e46126a6f452d871c5bfaf6a6c8be6e5d47e27a3 |
| ISICitedReferencesCount | 1 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001463546400001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0168-9002 |
| IngestDate | Sat Nov 29 07:57:43 EST 2025 Tue Nov 18 22:00:53 EST 2025 Sat May 24 17:06:16 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Alpha and beta particles Support vector machine Robot Stilbene |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c230t-324885bb6d03279b12e5caa20e46126a6f452d871c5bfaf6a6c8be6e5d47e27a3 |
| ORCID | 0000-0002-4229-6175 |
| ParticipantIDs | crossref_primary_10_1016_j_nima_2025_170368 crossref_citationtrail_10_1016_j_nima_2025_170368 elsevier_sciencedirect_doi_10_1016_j_nima_2025_170368 |
| PublicationCentury | 2000 |
| PublicationDate | July 2025 2025-07-00 |
| PublicationDateYYYYMMDD | 2025-07-01 |
| PublicationDate_xml | – month: 07 year: 2025 text: July 2025 |
| PublicationDecade | 2020 |
| PublicationTitle | Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment |
| PublicationYear | 2025 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Morino, Ohara, Nishizawa (bib3) 2011; 38 Morishita (bib19) 2022; 1027 Hirayama, Kondo, Unno, Matumura, Iwase, Yunoki, Sasamki (bib8) 2015; 14 Buzhan, Karakash (bib16) 2020; 1689 Nagatani, Kiribayashi, Okada, Otake, Yoshida, Tadokoro, Nishimura (bib10) 2013; 30 Pedregosa, Varoquaux, Gramfort, Vincent, Bertrand, Grisel, Blondel (bib17) 2011; 12 Nakamura, Kajimoto, Tanaka, Yoshida, Maeda, Endo (bib7) 2018; 59 Morishita, Torii, Usami, Kikuchi, Utsugi, Takahira (bib1) 2019; 9 Yomogida, Ouchi, Oka, Kitatsuji, Koma, Konno (bib5) 2022; 12 Kim, Park, Han, Choi, Cho, Chang (bib14) 2020; 15 Buesseler, Dai, Aoyama, Benitez-Nelson, Charmasson, Higley, Maderich (bib4) 2017; 9 Kawatsuma, Fukushima, Okada (bib9) 2012; 39 Morishita, Miyamura, Sato, Oura (bib12) 2024; 171 Morishita, Di Fulvio, Clarke, Kearfott, Pozzi (bib13) 2019; 935 Morishita, Yamamoto, Izaki, Kaneko, Toui, Tsubota, Higuchi (bib18) 2014; 764 Hirose (bib2) 2012; 111 Ohno, Kawatsuma, Okada, Takeuchi, Higashi, Tadokoro (bib11) 2011 Morishita, Takasaki, Kitayama, Tagawa, Shibata, Hoshi, Kaneko, Higuchi, Masatoshi (bib6) 2023; 160 Ifergan (bib15) 2016; 63 Morishita (10.1016/j.nima.2025.170368_bib1) 2019; 9 Buesseler (10.1016/j.nima.2025.170368_bib4) 2017; 9 Morishita (10.1016/j.nima.2025.170368_bib6) 2023; 160 Kawatsuma (10.1016/j.nima.2025.170368_bib9) 2012; 39 Ohno (10.1016/j.nima.2025.170368_bib11) 2011 Pedregosa (10.1016/j.nima.2025.170368_bib17) 2011; 12 Kim (10.1016/j.nima.2025.170368_bib14) 2020; 15 Nagatani (10.1016/j.nima.2025.170368_bib10) 2013; 30 Ifergan (10.1016/j.nima.2025.170368_bib15) 2016; 63 Buzhan (10.1016/j.nima.2025.170368_bib16) 2020; 1689 Morishita (10.1016/j.nima.2025.170368_bib19) 2022; 1027 Morino (10.1016/j.nima.2025.170368_bib3) 2011; 38 Morishita (10.1016/j.nima.2025.170368_bib13) 2019; 935 Yomogida (10.1016/j.nima.2025.170368_bib5) 2022; 12 Morishita (10.1016/j.nima.2025.170368_bib12) 2024; 171 Morishita (10.1016/j.nima.2025.170368_bib18) 2014; 764 Hirose (10.1016/j.nima.2025.170368_bib2) 2012; 111 Nakamura (10.1016/j.nima.2025.170368_bib7) 2018; 59 Hirayama (10.1016/j.nima.2025.170368_bib8) 2015; 14 |
| References_xml | – volume: 59 start-page: 677 year: 2018 end-page: 684 ident: bib7 article-title: "Measurement of 90Sr radioactivity in cesium hot particles originating from the Fukushima nuclear power plant accident." publication-title: J. Radiat. Res. – volume: 63 start-page: 634 year: 2016 end-page: 638 ident: bib15 article-title: Development of a thin, double-sided alpha/beta detector for surface-contamination measurement publication-title: IEEE Trans. Nucl. Sci. – volume: 38 year: 2011 ident: bib3 article-title: Atmospheric behavior, deposition, and budget of radioactive materials from the Fukushima Daiichi nuclear power plant in March 2011 publication-title: Geophys. Res. Lett. – start-page: 38 year: 2011 end-page: 43 ident: bib11 article-title: Robotic control vehicle for measuring radiation in Fukushima daiichi nuclear power plant publication-title: 2011 IEEE International Symposium on Safety, Security, and Rescue Robotics – volume: 12 start-page: 2825 year: 2011 end-page: 2830 ident: bib17 article-title: Scikit-learn: machine learning in Python publication-title: the Journal of machine Learning research – volume: 39 start-page: 428 year: 2012 end-page: 435 ident: bib9 article-title: Emergency response by robots to Fukushima‐Daiichi accident: summary and lessons learned publication-title: Ind. Robot: Int. J. – volume: 15 year: 2020 ident: bib14 article-title: Study on ZnS (Ag) for alpha spectrometer using silicon based photo sensor publication-title: J. Instrum. – volume: 1027 year: 2022 ident: bib19 article-title: Development of a portable alpha–beta–gamma radioactive material continuous air-monitoring system publication-title: Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip. – volume: 30 start-page: 44 year: 2013 end-page: 63 ident: bib10 article-title: Emergency response to the nuclear accident at the Fukushima Daiichi Nuclear Power Plants using mobile rescue robots publication-title: J. Field Robot. – volume: 764 start-page: 383 year: 2014 end-page: 386 ident: bib18 article-title: Performance comparison of scintillators for alpha particle detectors publication-title: Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip. – volume: 1689 year: 2020 ident: bib16 article-title: Hand-foot monitors for nuclear plants based on scintillator–WLS–SiPM technology publication-title: J. Phys. Conf. – volume: 12 start-page: 7191 year: 2022 ident: bib5 article-title: Analysis of particles containing alpha-emitters in stagnant water at torus room of Fukushima Dai-ichi Nuclear Power Station's Unit 2 reactor publication-title: Sci. Rep. – volume: 14 start-page: 141 year: 2015 end-page: 150 ident: bib8 article-title: "Rapid and simple measurement method of 90 Sr concentration in water by measuring β-rays from 90 Y." publication-title: Trans. Atom. Ener. Soc. Jp – volume: 9 start-page: 173 year: 2017 end-page: 203 ident: bib4 article-title: Fukushima Daiichi–derived radionuclides in the ocean: transport, fate, and impacts publication-title: Ann. Rev. Mar. Sci – volume: 9 start-page: 581 year: 2019 ident: bib1 article-title: "Detection of alpha particle emitters originating from nuclear fuel inside reactor building of Fukushima Daiichi Nuclear Power Plant." publication-title: Sci. Rep. – volume: 111 start-page: 13 year: 2012 end-page: 17 ident: bib2 article-title: "2011 Fukushima Dai-ichi nuclear power plant accident: summary of regional radioactive deposition monitoring results." publication-title: J. Environ. Radioact. – volume: 160 year: 2023 ident: bib6 article-title: A phoswich alpha/beta detector for monitoring in the site of Fukushima Daiichi Nuclear Power Station publication-title: Radiat. Meas. – volume: 935 start-page: 207 year: 2019 end-page: 213 ident: bib13 article-title: Organic scintillator-based alpha/beta detector for radiological decontamination publication-title: Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip. – volume: 171 year: 2024 ident: bib12 article-title: Development of contamination detection system combined with various remote devices publication-title: Radiat. Meas. – volume: 38 issue: 7 year: 2011 ident: 10.1016/j.nima.2025.170368_bib3 article-title: Atmospheric behavior, deposition, and budget of radioactive materials from the Fukushima Daiichi nuclear power plant in March 2011 publication-title: Geophys. Res. Lett. doi: 10.1029/2011GL048689 – volume: 30 start-page: 44 issue: 1 year: 2013 ident: 10.1016/j.nima.2025.170368_bib10 article-title: Emergency response to the nuclear accident at the Fukushima Daiichi Nuclear Power Plants using mobile rescue robots publication-title: J. Field Robot. doi: 10.1002/rob.21439 – volume: 1689 issue: 1 year: 2020 ident: 10.1016/j.nima.2025.170368_bib16 article-title: Hand-foot monitors for nuclear plants based on scintillator–WLS–SiPM technology publication-title: J. Phys. Conf. doi: 10.1088/1742-6596/1689/1/012011 – volume: 59 start-page: 677 issue: 6 year: 2018 ident: 10.1016/j.nima.2025.170368_bib7 article-title: "Measurement of 90Sr radioactivity in cesium hot particles originating from the Fukushima nuclear power plant accident." publication-title: J. Radiat. Res. doi: 10.1093/jrr/rry063 – volume: 764 start-page: 383 year: 2014 ident: 10.1016/j.nima.2025.170368_bib18 article-title: Performance comparison of scintillators for alpha particle detectors publication-title: Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip. doi: 10.1016/j.nima.2014.07.046 – volume: 111 start-page: 13 year: 2012 ident: 10.1016/j.nima.2025.170368_bib2 article-title: "2011 Fukushima Dai-ichi nuclear power plant accident: summary of regional radioactive deposition monitoring results." publication-title: J. Environ. Radioact. doi: 10.1016/j.jenvrad.2011.09.003 – volume: 12 start-page: 7191 issue: 1 year: 2022 ident: 10.1016/j.nima.2025.170368_bib5 article-title: Analysis of particles containing alpha-emitters in stagnant water at torus room of Fukushima Dai-ichi Nuclear Power Station's Unit 2 reactor publication-title: Sci. Rep. doi: 10.1038/s41598-022-11334-1 – volume: 39 start-page: 428 issue: 5 year: 2012 ident: 10.1016/j.nima.2025.170368_bib9 article-title: Emergency response by robots to Fukushima‐Daiichi accident: summary and lessons learned publication-title: Ind. Robot: Int. J. doi: 10.1108/01439911211249715 – volume: 9 start-page: 173 issue: 1 year: 2017 ident: 10.1016/j.nima.2025.170368_bib4 article-title: Fukushima Daiichi–derived radionuclides in the ocean: transport, fate, and impacts publication-title: Ann. Rev. Mar. Sci doi: 10.1146/annurev-marine-010816-060733 – volume: 14 start-page: 141 issue: 3 year: 2015 ident: 10.1016/j.nima.2025.170368_bib8 article-title: "Rapid and simple measurement method of 90 Sr concentration in water by measuring β-rays from 90 Y." publication-title: Trans. Atom. Ener. Soc. Jp doi: 10.3327/taesj.J14.048 – volume: 9 start-page: 581 issue: 1 year: 2019 ident: 10.1016/j.nima.2025.170368_bib1 article-title: "Detection of alpha particle emitters originating from nuclear fuel inside reactor building of Fukushima Daiichi Nuclear Power Plant." publication-title: Sci. Rep. doi: 10.1038/s41598-018-36962-4 – volume: 935 start-page: 207 year: 2019 ident: 10.1016/j.nima.2025.170368_bib13 article-title: Organic scintillator-based alpha/beta detector for radiological decontamination publication-title: Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip. doi: 10.1016/j.nima.2019.04.024 – volume: 160 year: 2023 ident: 10.1016/j.nima.2025.170368_bib6 article-title: A phoswich alpha/beta detector for monitoring in the site of Fukushima Daiichi Nuclear Power Station publication-title: Radiat. Meas. doi: 10.1016/j.radmeas.2022.106896 – start-page: 38 year: 2011 ident: 10.1016/j.nima.2025.170368_bib11 article-title: Robotic control vehicle for measuring radiation in Fukushima daiichi nuclear power plant – volume: 171 year: 2024 ident: 10.1016/j.nima.2025.170368_bib12 article-title: Development of contamination detection system combined with various remote devices publication-title: Radiat. Meas. doi: 10.1016/j.radmeas.2024.107064 – volume: 12 start-page: 2825 year: 2011 ident: 10.1016/j.nima.2025.170368_bib17 article-title: Scikit-learn: machine learning in Python publication-title: the Journal of machine Learning research – volume: 15 issue: 10 year: 2020 ident: 10.1016/j.nima.2025.170368_bib14 article-title: Study on ZnS (Ag) for alpha spectrometer using silicon based photo sensor publication-title: J. Instrum. doi: 10.1088/1748-0221/15/10/P10020 – volume: 63 start-page: 634 issue: 2 year: 2016 ident: 10.1016/j.nima.2025.170368_bib15 article-title: Development of a thin, double-sided alpha/beta detector for surface-contamination measurement publication-title: IEEE Trans. Nucl. Sci. doi: 10.1109/TNS.2016.2514269 – volume: 1027 year: 2022 ident: 10.1016/j.nima.2025.170368_bib19 article-title: Development of a portable alpha–beta–gamma radioactive material continuous air-monitoring system publication-title: Nucl. Instrum. Methods Phys. Res. Sect. A Accel. Spectrom. Detect. Assoc. Equip. doi: 10.1016/j.nima.2021.166258 |
| SSID | ssj0000978 |
| Score | 2.4744031 |
| Snippet | Decommissioning nuclear reactor sites presents challenges due to the presence of various radionuclides, including alpha emitters (e.g., Pu, Am, Cm) and beta... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 170368 |
| SubjectTerms | Alpha and beta particles Robot Stilbene Support vector machine |
| Title | Remote alpha/beta measurement system with support vector machine algorithm |
| URI | https://dx.doi.org/10.1016/j.nima.2025.170368 |
| Volume | 1076 |
| WOSCitedRecordID | wos001463546400001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 0168-9002 databaseCode: AIEXJ dateStart: 20181201 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0000978 providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwFLZKBxIviKsYN_mBtygjdePYeazQ0JigmmBI5SmyHYdlXdPSptX4u_wSji9J02lM7IGXqHJix8r5an8-Pv4OQm_jgiZ5QfMwF1yGMWVpKEkhQyEoJzIHBBVWXf8TG4_5ZJKe9Hq_m7MwmwtWVfzyMl38V1NDGRjbHJ29hbnbRqEAfoPR4Qpmh-s_Gf6Lhq-vA3uIFlqRujZ5oltPoNdubmLTF4Z_Bxvruw9mNrLS1P0xX8L9WZe6jo3ysbDR67VRXDDxMwY3Lge1C0e3RjcbEY2S8lftUpGP7BikFExydl_fosee8jRyCbVP1JbrWrv0P1ZC1iMHKLH-uS4X3Ridz9C_1VnpqO_39bRsb5S_xGxtkycFR-VyPp3DBDK1Ra0zSdjUUbvVRL1am40Xd1Kl6jpDCG0DZ1v_aALjdxTtDvAR647RA6M5xq-dPpwn4_ygKq0mFaEH24d3tbqvzKFtZGMTNHeemTYy00bm2riD9gijKe-jvdHHw8nxli-kji80XfdHu1wU4tWeXE-fOpTo9CF64NcyeOQw-Aj1dPUY3TtxIHiCjh0SsUXiO4ND3MEhdjjEBofY4xA7HGKPQ9zi8Cn69uHw9P1R6FN3hArWtHUINJ1zKmWSR0PCUjkgmiohSKRjoNSJSIqYkhwW64rKQhRQoLjUiaZ5zDRhYvgM9at5pZ8jrLhKeCwTPeQsloyLXCg2tOt2kao02UeD5otkyuvam_QqF9nfbbGPgrbOwqm63Pg0bT505nmp45sZ4OaGei9u9ZaX6P4W0a9QH_7K-jW6qzZ1uVq-8aD5A7U2tNY |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Remote+alpha%2Fbeta+measurement+system+with+support+vector+machine+algorithm&rft.jtitle=Nuclear+instruments+%26+methods+in+physics+research.+Section+A%2C+Accelerators%2C+spectrometers%2C+detectors+and+associated+equipment&rft.au=Morishita%2C+Yuki&rft.au=Miyamura%2C+Hiroko+Nakamura&rft.au=Sato%2C+Yuki&rft.au=Matsubara%2C+Jun&rft.date=2025-07-01&rft.issn=0168-9002&rft.volume=1076&rft.spage=170368&rft_id=info:doi/10.1016%2Fj.nima.2025.170368&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_nima_2025_170368 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0168-9002&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0168-9002&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0168-9002&client=summon |