Presentation

1. Kengo Sakurai「Random Regression for Modeling Soybean Plant Response to Irrigation Changes Using Time-series Multispectral Data」Workshop on Plant biology using remote sensing, modelling, genetics and genomics to apply our knowledge for the better future, Zurich, Switzerland, Oct. 2023

1. Kengo Sakurai, Yusuke Toda, Hisashi Tsujimoto, Akito Kaga, Hiroyoshi Iwata, "Evaluation of Segregation Prediction Accuracy for Aboveground Traits Using Soybean RILs and Subsequent Progeny Populations" The 147th Japanese Society of Breeding Meeting, 306, Tohoku University, Miyagi, Japan, Mar. 2025.

2. Kengo Sakurai, Laurence Moreau, Tristan Mary-Huard, Hiroyoshi Iwata, Alain Charcosset, "Crossing Strategy Considering Multiple Traits Based on The Ability of Future Inbred Lines in Plant Breeding Programs" The 146th Japanese Society of Breeding Meeting, 403, Hiroshima University, Hiroshima, Japan, Sep. 2024.

3. Sei Kinoshita, Kengo Sakurai, Kosuke Hamasaki, Takahiro Tsusaka, Miki Sakurai, Kenta Shirasawa, Shoko Isobe, Hiroyoshi Iwata, "Optimization of cross pairs among families with different genetic characteristics to improve multiple traits" The 146th Japanese Society of Breeding Meeting, 404, Hiroshima University, Hiroshima, Japan, Sep. 2024.

4. Sei Kinoshita, Kengo Sakurai, Kosuke Hamasaki, Taishen Chen, Takahiro Tsusaka, Miki Sakurai, Terue Kurosawa, Kenta Shirasawa, Shoko Isobe, Hiroyoshi Iwata, "Selection of cross combinations based on predicted breeding value of later generations: application to mating scheme using multiple F3 populations of red perilla"  The 143rd Japanese Society of Breeding Meeting, 211, Shizuoka University, Shizuoka, Japan, Mar. 2023. 

5. Hiroyoshi Iwata, Yusuke Toda, Kengo Sakurai, Yushiro Fuji, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Hiromi Kanegae, Yumi Hirai, Yasunori Ichihashi, Hisashi Tsujimoto, Mikio Nakazono, Toru Fujiwara, Akito Kaga, "Selection of cross combinations based on genomic-ionomic prediction models: application to the breeding of drought tolerant soybean lines"  The 143rd Japanese Society of Breeding Meeting, 430, Shizuoka University, Shizuoka, Japan, Mar. 2023. 

6. Kengo Sakurai, Yusuke Toda, Yushiro Fuji, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Yumi Hirai, Hisashi Tsujimoto, Mikio Nakazono, Toru Fujiwara, Akito Kaga, Yokoshi Iwata, "Estimating genetic correlation between traits and environments based on the analysis of high-dimensional・multi-environmental multiomics data: An application to soybean drought experiment"  The 142nd Japanese Society of Breeding Meeting, 123, Obihiro University of Agriculture and Veterinary Medicine, Obihiro, Japan, Sep. 2022

7. Kengo Sakurai, Yusuke Toda, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Motoyuki Ishimori, Hisashi Tsujimoto, Akito Kaga, Mikio Nakazono, Toru Fujiwara, Hiroyoshi Iwata, "Predict genetic variation in drought tolerance of soybean based on vegetation index and genomic information " The 141st Japanese Society of Breeding Meeting, 527, Online, Mar. 2022

8. Yusuke Toda, Kosuke Hamasaki, Mashiro Okada, Kengo Sakurai, Yushiro Fuji, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Hiromi Kanegae, Yumi Hirai, Hisashi Tsujimoto, Akito Kaga, Mikio Nakazono, Toru Fujiwara, Yasunori Ichihashi, Hiroyoshi Iwata, "Comprehensive genome-wide association analysis of multi-omics data for drought tolerance in soybean" The 141st Japanese Society of Breeding Meeting, 526, Online, Mar. 2022

9. Kengo Sakurai, Yusuke Toda, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Motoyuki Ishimori, Hisashi Tsujimoto, Akito Kaga, Mikio Nakazono, Toru Fujiwara, Hiroyoshi Iwata, "Evaluating the genetic relationship between vegetation index and drought tolerance in soybean using a multi-trait model." The 140th Japanese Society of Breeding Meeting, 216, Online, Sep. 2021

1. Kengo Sakurai, Laurence Moreau, Tristan Mary-Huard, Hiroyoshi Iwata, Alain Charcosset「Crossing Strategy Considering Multiple Traits Based on The Ability of Future Inbred Lines in Plant Breeding Programs」7th International Conference of Quantitative Genetics (ICQG7), P-56, Vienna, Austria, Jul. 2024

2. Kengo Sakurai, Kosuke Hamazaki, Minoru Inamori, Hiroyoshi Iwata「Crossing strategy considering segregation of later generations in a plant breeding program」International Plant & Animal Genome Conference 2024 (PAG 31), PO0623, San Diego, USA, Jan. 2024

3. Sei Kinoshita, Kengo Sakurai, Kosuke Hamazaki, Takahiro Tsusaka, Miki Sakurai, Terue Kurosawa, Youichi Aoki, Kenta Shirasawa, Sachiko Isobe, Hiroyoshi Iwata「Assessing the potential for genome-assisted breeding in red perilla using quantitative trait locus analysis and genomic prediction」International Plant & Animal Genome Conference 2024 (PAG 31), PO0257, San Diego, USA, Jan. 2024

4. Kengo Sakurai, Kousuke Hamazaki, Minoru Inamori, Hiroyoshi Iwata 「Crossing Strategy for Plant Breeding」 Symposium University of Tokyo - ETH Zurich - University of Zurich, Switzerland, 8, Oct. 2023 (Poster Award) 

5. Sei Kinoshita, Kengo Sakurai, Kosuke Hamazaki, Takahiro Tsusaka, Miki Sakurai, Terue Kurosawa, Kenta shirasawa, Sachiko Isobe, Hiroyoshi Iwata 「Selection of cross combinations based on predicted breeding value of later generations: application to mating scheme using multiple F3 populations of red perilla」The 4th Asian Horticultural Congress, P1-37, Tokyo, Japan, Aug. 2023

1. Rei Okabe, Kengo Sakurai, Minoru Inamori, Hidenari Igarashi, Naoya Yamaguchi, Akito Kaga, Hiroyoshi Iwata, "Estimation of Missing Genomic Information in Soybean Crossing Populations and HaplotypeBased Genomic Prediction" The 147th Japanese Society of Breeding Meeting, P011, Tohoku University, Miyagi, Japan, Mar. 2025.

2. Chen Tungshin, Sei Kinoshita, Mashiro Okada, Yuto Imachi, Kengo Sakurai,Takahiro Tsusaka, Miki Sakurai, Kenta Shirasawa, Sachiko Isobe, Hiroyoshi Iwata, "Development of an objective evaluation method for the curling of perilla leaves using a convolutional neural network" The 146th Japanese Society of Breeding Meeting, 403, Hiroshima University, Hiroshima, Japan, Sep. 2024.

3. Sei Kinoshita, Kengo Sakurai, Taishen Chen, Takahiro Tsusaka, Miki Sakurai, Terue Kurosawa, Hiroyoshi Iwata, "Predicting Chromosomal Contributions to Genetic Gain in Medicinal Components of Red Perilla  Cross-breeding Populations" The 142nd Japanese Society of Breeding Meeting, P024, Obihiro University of Agriculture and Veterinary Medicine, Obihiro, Japan, Sep. 2022

4. Kengo Sakurai, Yusuke Toda, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Motoyuki Ishimori, Hisashi Tsujimoto, Akito Kaga, Mikio Nakazono, Toru Fujiwara, Hiroyoshi Iwata, "Prediction of drought tolerance of soybean using multispectral data acquired from a UAV and ground vehicle" The 138th Japanese Society of Breeding Meeting, P055-C, Online, Oct. 2020

5. Kengo Sakurai, Yusuke Toda, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Motoyuki Ishimori, Hisashi Tsujimoto, Akito Kaga, Mikio Nakazono, Toru Fujiwara, Hiroyoshi Iwata, "Prediction of drought tolerance and growth of soybean genetic accessions using multispectral data" The 137th Japanese Society of Breeding Meeting, P071, The University of Tokyo, Tokyo, Japan, Mar. 2020

1. Kengo Sakurai, Yusuke Toda, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Motoyuki Ishimori, Hisashi Tsujimoto, Akito Kaga, Mikio Nakazono, Toru Fujiwara, Hiroyoshi Iwata, "Relationship analysis between multispectral data, ionome and above-ground phenotypes" The 7th Area Meeting, Research Area "Elucidation of Robustness of Plants against Environmental Change and Creation of Fundamental Technologies for its Application", 1-25, Online, Sep. 2021