Research output per year
Research output per year
Personal profile
Research
I'm working on developing a robust and quantitative data analytical framework for agronomic experimentations by integrating statistical modelling, processed-based crop simulation models, and machine learning approaches.
Profile
I'm studing agromy and crop science. I got his Ph.D. degree in Agriculture from Kyoto University, Graduate School of Agriculture Kyoto, Japan. I was formely an Associate Professor at the Faculty of Applied Biological Sciences, Gifu University, Gifu, Japan. My research focuses on precision agriculture and data mining of crop, plant, and soil data
Areas of expertise
- Agronomy
- Precision Agriculture
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Bayesian approach to assessing uncertainty in the effect of fertilization strategies on paddy rice yield via multiple on-farm experiments
Mia, M. S., Habibi, L. N., Matsui, T. & Tanaka, T., 2024, In: Plant Production Science. 27, 3, p. 197-211 15 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open AccessFile24 Downloads (Pure) -
An instance segmentation dataset of cabbages over the whole growing season for UAV imagery
Yui, Y., Matsui, T. & Tanaka, T., Aug 2024, In: Data in Brief. 55, 7 p., 110699.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Can machine learning models provide accurate fertilizer recommendations?
Tanaka, T., Heuvelink, G., Mieno, T. & Bullock, D. S., Aug 2024, In: Precision Agriculture. 25, 4, p. 1839-1856 18 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Critical evaluation of the effects of a cross-validation strategy and machine learning optimization on the prediction accuracy and transferability of a soybean yield prediction model using UAV-based remote sensing
Habibi, L. N., Matsui, T. & Tanaka, T., Mar 2024, In: Journal of Agriculture and Food Research. 101096.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Detection of on-tree chestnut fruits using deep learning and RGB unmanned aerial vehicle imagery for estimation of yield and fruit load
Arakawa, T., Tanaka, T. S. T. & Kamio, S., May 2024, In: Agronomy Journal. 116, 3, p. 973-981 9 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
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Tokyo University of Agriculture and Technology (External organisation)
Tanaka, T. (Member)
1 Apr 2024 → 31 May 2024Activity: Membership types › Member of evaluation panel
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Chief Research officer, Sagri Co., Ltd
Tanaka, T. (Participant)
1 Jan 2024 → …Activity: Other activity types › Employment and shares in external organisations