Publications
| 2024 | Yusuke Onoda, Masanori Onishi, Kyaw Kyaw Htoo, Yusuke Hogaki, Farhaduhar MD Rahman, Ryuichi Takeshige and Riichi Oguchi. “UAV LiDAR digitization of 11 forest types in the Osaka Metropolitan University Botanical Garden.” Japanese Journal of Ecology 74(2024): 25-33. Htoo Kyaw Kyaw, Masanori Onishi, Rahman MD Farhadur, Kaoru Kitajima and Yusuke Onoda. “The Space Occupation and Use by Tree Crowns Explain Variations of Individual Growth Rates in an Old-Growth Temperate Forest in Japan.” Forest Ecology and Management, 569, 122185. |
| 2022 | Ryuichi Takeshige, Masanori Onishi, Ryota Aoyagi, Yoshimi Sawada, Nobuo Imai, Robert Ong, and Kanehiro Kitayama. “Mapping the Spatial Distribution of Fern Thickets and Vine-Laden Forests in the Landscape of Bornean Logged-Over Tropical Secondary Rainforests.” Remote Sensing 14.14 (2022): 3354. https://doi.org/10.3390/rs14143354 Masanori Onishi, Shuntaro Watanabe, Tadashi Nakashima, and Takeshi Ise. “Practicality and Robustness of Tree Species Identification Using UAV RGB Image and Deep Learning in Temperate Forest in Japan.” Remote Sensing 14.7 (2022): 1710. https://www.mdpi.com/2072-4292/14/7/1710 |
| 2021 | Masanori Onishi, and Takeshi Ise. “Explainable identification and mapping of trees using UAV RGB image and deep learning.” Scientific reports 11.1 (2021): 1-15. https://www.nature.com/articles/s41598-020-79653-9 |
| 2020 | Takashi Akagi, Masanori Onishi, Kanae Masuda, Ryohei Kuroki, Kohei Baba, Kouki Takeshita, Tetsuya Suzuki, Takeshi Niikawa, Seiichi Uchida, Takeshi Ise. “Explainable Deep Learning Reproduces a ‘Professional Eye’on the Diagnosis of Internal Disorders in Persimmon Fruit.” Plant and Cell Physiology 61.11 (2020): 1967-1973. https://academic.oup.com/pcp/article/61/11/1967/5897414?login=false Shuntaro, Watanabe, Masanori Onishi, Mari Minagawa and Takeshi Ise. “Applying deep learning in ecology: identifying vegetation and plant species.” Japanese Journal of Conservation Ecology 25(2020): 43-56. https://www.jstage.jst.go.jp/article/hozen/advpub/0/advpub_1822/_article/-char/ja/ |
| 2018 | Masanori Onishi, and Takeshi Ise. “Automatic classification of trees using a UAV onboard camera and deep learning.” arXiv preprint arXiv:1804.10390 (2018). https://arxiv.org/abs/1804.10390 |
| 2017 | Takeshi Ise, Mari Minagawa, and Masanori Onishi. “Identifying 3 moss species by deep learning, using the” chopped picture” method.” arXiv preprint arXiv:1708.01986 (2017). https://arxiv.org/abs/1708.01986 |