Oda Kazuhiro

オダカズヒロ | Oda Kazuhiro

Affiliation and department：
Job title： Professor

Research field (4)： Geotechnical engineering , Disaster prevention engineering , Geotechnical engineering , Geotechnical engineering

Research keywords (5)：地盤情報学 , 土木情報学 , 自然災害科学・防災学 , 地質工学 , 地盤工学

Research theme for competitive and other funds (16)：

2021 - 2024 サイバーフィジカルシステム的発想による豪雨時の斜面の危険度評価方法の提案
2016 - 2019 データ同化手法を用いた斜面災害に対する近未来予測手法の開発
2012 - 2015 道路斜面に対する防災対策優先順位付けに関わる意思決定手法の提案
2012 - 2015 Development of multistep slope disaster warning system by ubiquitous network technology
2010 - 2012 Study on Stability of Stone Monuments through Geological Discontinuities

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Papers (206)：

Shinichi Ito, Kazuhiro Oda, Keigo Koizumi. Seepage analysis model based on field measurement data for estimation of posterior parameter distribution using merging particle filter. Soils and Foundations. 2024. 64. 2. 101442-101442
Kazuhiro Oda, Shoko Yamamoto, Masahiro Kondoh. Spatial Estimation of Unconfined Compression Strength of Osaka Plains via Deep Learning and Consideration of Its Estimation Accuracy. Geo-Risk 2023: Advances in Theory and Innovation in Practice. 2023. 191-199
Kazhuhiro ODA, Keigo Koizumi, Shin-ichi ITO. Relationship between soil water index and water conditions in a slope at heavy rainfall simulated by data assimilation. 2022. 57-64
Kazuhiro ODA, Keigo Koizumi, Shin-ichi ITO. Reproduction of groundwater behavior in road embankment with Digital Twin of field measurement of volumetric water contents. the proceedings of the 11th International Symposium on Field Monitoring in Geomechanics. 2022
Kazuhiro ODA, Keigo KOIZUMI, Shin-ichi ITO, Hitoshi TSUTSUMI. Relationship between soil water index and water conditions in a slope at heavy rainfall simulated by data assimilation. Kansai Geo-Symposium 2021発表論文集. 2021. 58-63

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MISC (35)：

小田和広. データ駆動型技術の地盤工学への応用. 基礎工. 2021. 49. 1. 24-27
Sohta Tsukabe, Keigo Koizumi, Mitsuru Komatsu, Kazuhiro Oda, Shin-ichi Ito. An attempt to predict the depth of slip surface from the rate of decrease in volumetric water content. Kansai Geo-Symposium 2020発表論文集. 2020. 8. 49-53
Hiroshi IWAMOTO, Keigo Koizumi, Kazuhiro Oda, Shin-ichi Ito, Hiroshi TSUtsumi. A study on slope failure focusing on rainwater infiltration from upper part of slope. Kansai Geo-Symposium 2020発表論文集. 2020. 8. 54-57
Yusuke NAKAMORI, Kazuhiro ODA, Haruhiko YANO, Keigo KOIZUMI, Shin-ichi ITO, Masamitsu FUJIMOTO, Satoshi KAGAMIHARA, Katsuo, SASAHARA. Consideration based on field measurements of both infiltration of rainfall and flow of ground water in aslope around Ankoku-ji temple in Ayabe city. Kansai Geo-Symposium 2020発表論文集. 2020. 233-238
小泉圭吾, 鈴井瑞生, 古川貴一, 小田和広, 伊藤真一, 藤本将光, 矢野晴彦, 鏡原聖史, 笹原克夫. Current status of real-time monitoring method using Ankokuji Line 1, Ayabe city, Kyoto Prefecture as a model slope. Kansai Geo-Symposium 2020発表論文集. 2020. 239-244

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Books (8)：

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Lectures and oral presentations (282)：

Optimum architecture of spatial estimation model using deep learning of unconfined compression strength of Holocene clay off Kobe and its estimation accuracy
(Joint Workshop on Future of Machine Learning in Geotechnics & Use of Urban Geoinformation for Geotechnical Practice 2023)
Interpretation of consolidation parameters of upper Pleistocene clay (Ma 12) identified by data assimilation
(Kansai Geo-symposium 2023 2023)
emporal Changes in Soil Moisture Characteristic Parameters Identified by Digital Twin for Field Measurements on the Back-Mountain Slope of Ankokuji, Ayabe City
(Kansai Geo-symposium 2023 2023)
デジタルツインへの適用を見据えた降水短時間予報を用いた土中の水の状態の予測の妥当性
(令和5年度土木学会全国大会第78回年次学術講演会 2023)
Deep learningによる大阪市内の浅層地盤の一軸圧縮強度の空間分布推定に関する考察
(令和5年度土木学会全国大会第78回年次学術講演会 2023)

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Education (2)：

Professional career (1)：

Work history (4)：

Committee career (5)：

Awards (5)：

2020/12/15 - Japan Society of Civil Engineers Intelligence, Informatics and Infrastructure Excellent Paper Award Japan
2019/03/09 - Editorial Board of Journal of GeoEngineering Excellent Paper Award for the year of 2018
2015/04 - 地盤工学会関西支部平成26年度地盤工学会関西支部地盤技術奨励賞
2014/04 - 地盤工学会第59回地盤工学シンポジウム優秀講演賞
2005/12 - 土木学会第28回地震工学研究発表会論文賞

Association Membership(s) (5)：

地すべり学会 , 公益社団法人砂防学会 , 公益社団法人日本工学教育協会 , 公益社団法人地盤工学会 , 公益社団法人土木学会

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