Tanaka Takashi S. T.

タナカタカシ | Tanaka Takashi S. T.

Affiliation and department：
Job title： Tenure track assistant professor
Homepage URL (1)： https://pure.au.dk/portal/en/persons/takashi@agro.au.dk

Research field (1)： Crop production science

Research keywords (7)： Machine learning , Agricultural ecosystems , Cropping system , remote sensing , Variable-rate application , Agronomy , Precision agriculture

Research theme for competitive and other funds (19)：

2023 - 2027 Using on-farm experimentation to transform agronomic research
2022 - 2026 中山間地域における100ha規模の水稲栽培の実現に向けた効率的な生産体系の構築
2020 - 2025 センシング技術を駆使した畑作物品種の早期普及と効率的生産システムの確立
2021 - 2024 A quantitative analysis on the factors to increase occurrence of soil-born diseases in soybean
2020 - 2024 Using explainable AI to establish a soil-crop sytem model.

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Papers (37)：

Takashi S. T. Tanaka, Gerard B. M. Heuvelink, Taro Mieno, David S. Bullock. Can machine learning models provide accurate fertilizer recommendations?. Precision Agriculture. 2024
Luthfan Nur Habibi, Tsutomu Matsui, Takashi S. T. Tanaka. 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. Journal of Agriculture and Food Research. 2024. 101096
Yui Yokoyama, Allard de Wi, Tsutomu Matsui, Takashi S. T. Tanaka. Predicting plant-level cabbage yield by assimilating UAV-derived LAI into a crop simulation model. Precision Agriculture '23. 2023. 1043-1048
Takashi S. T. Tanaka, Yui Yokoyama, Taro Mieno, Allard de Wit. Synthetic data generation for validating site-specific crop yield response modelling using WOFOST and gaussian geostatistical simulations. Precision Agriculture '23. 2023. 229-235
Yu Tanaka, Tomoya Watanabe, Keisuke Katsura, Yasuhiro Tsujimoto, Toshiyuki Takai, Takashi Sonam Tashi Tanaka, Kensuke Kawamura, Hiroki Saito, Koki Homma, Salifou Goube Mairoua, et al. Deep learning enables instant and versatile estimation of rice yield using ground-based RGB images. Plant Phenomics. 2023. 5. 0073

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MISC (6)：

Takashi S. T. Tanaka, Yui Yokoyama, Taro Mieno. Simulating spatiotemporal variations of crop yield response in a large-scale corn field. The 31st Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence. 2023. Fr-B2-2(1)
Takashi S. T. Tanaka. Development of data analytics for on-farm experimentation and its potential for cost reduction. Journal of the Agricultural Society of Japan. 2023. 1700. 28-36
Takashi S. T. Tanaka. Research agenda for developing agronomy towards future implementation. Japanese Journal of Crop Science. 2022. 91. 3. 259-259
Takashi S. T. Tanaka. Assessment of research frameworks for on-farm experimentation through a simulation study of wheat yield in Japan. arXiv. 2020. 2004.12741
Takashi S. T. Tanaka. 国際会議出席報告. Japanese Journal of Crop Science. 2019. 88. 4. 281-281

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Lectures and oral presentations (70)：

Study on robustness and feasibility of data assimilation for cabbage yield prediction
(The 257th Meeting of the Crop Science Society of Japan 2024)
Using a crop simulation model to assess space-time uncertainty on crop yield response in a synthetic corn field.
(International Conference on On-Farm Precision Experimentation 2024)
Assessing the impact of soil clod and variable rate seeding rate on soybean seedling establishment and yield in Japanese paddy fields using Bayesian approach
(OFE2023 2023)
Assessing the effects of fertilizer management and soil characteristics on rice yield and quality in Japanese mountainous paddy fields.
(OFE2023 2023)
Establishing a web-application platform for data visualization to enhance collaboration between researchers and farmers
(2023)

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Works (1)：

Statistical program 'geostat'
Takashi S. T. Tanaka 2020 - 現在

Education (3)：

2014 - 2017 Kyoto University Graduate School of Agriculture
2012 - 2014 Kyoto University Graduate School of Agriculture
2008 - 2012 Kyoto University Faculty of Agriculture Department of Bioresource Science

Professional career (1)：

Ph.D. in Agriculture (Kyoto Univresity)

Work history (10)：

2024/02 - 現在 Aarhus University Department of Agroecology Tenure track assistant professor
2024/01 - 現在 Sagri Ltd. Co. CRO
2023/04 - 2024/01 Japan Science and Technology Agency FOREST researcher
2022/04 - 2024/01 Gifu University Faculty of Applied Biological Sciences Associate Professor
2020/01 - 2024/01 Giu University Artificial Intelligence Advanced Research Center

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Committee career (17)：

2022/04 - 現在日本作物学会若手・男女共同参画ワーキンググループ
2019/06 - 現在システム農学会企画
2022/07 - 2023/03 岐阜県農業DXプラットフォーム構築検討会委員
2021/04 - 2023/03 Japanese Society of Farm Work Research Information commission
2021/04 - 2023/03 日本作物学会広報委員会委員

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Awards (8)：

2022/03 - Japanese Society of Crop Science Japanese Society of Crop Science Best Paper Award How panicle angle and panicle position in the canopy determine pollination and seed set in rice (Oryza sativa L.)
2022/03 - Japanese Society of Crop Science Young Scientist Award Development of data analytics for farmer-centric on-farm experimentations
2022/02 - The United Graduate School of Agricultural Science, Gifu University Young Teacher Award
2020/09 - Japanese Society of Crop Science Best Presentation Award Establishing spatial linear mixed models for on-farm experimentation
2020/09 - Nihon Unisys, Ltd. The 7th Agri-tech Grand Prix Nihon Unisys Award Implementation of data-driven agriculture through on-farm trials

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Association Membership(s) (3)：

THE JAPANESE AGRICULTURAL SYSTEMS SOCIETY , CROP SCIENCE SOCIETY OF JAPAN , International Society of Precision Agriculture

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