Rchr
J-GLOBAL ID：201701010142401890
Update date: Nov. 04, 2024
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.
- 2020 - 2024 Conservation of ecological resources in the mountainous region of mainland Southeast Asia where deagrarianization and forest transition have begun
- 2020 - 2023 2018年と2019年に岐阜県中濃においてイネ高温不稔被害の程度を決定した要因
- 2021 - 2022 Soil diagnosis for facilitating appropriate soil management
- 2021 - 2022 Paddy rice growth diagnosis by LAI measurements
- 2021 - 2022 The development and evaluation of novel soil sensors
- 2021 - 2022 Evaluation of instability in crop emergence based on deep learning and spatial modeling
- 2021 - 2022 Assessment of rice quality improvement using ICT in irrigation management.
- 2018 - 2021 Agronomic studies on wheat and soybean production with high stality of yield and quality in large-scale paddy fields
- 2019 - 2020 Establishment of farmer-centric on-farm experimentations by remote sensing and spatial modeling
- 2019 - 2020 Using deep learning for UAV-based soybean plant density detection
- 2014 - 2019 Construction of continuous environmental load reducing technology and its evaluation in the intensive agriculture at the inland of Western China
- 2018 - 2019 Studies on crop rotation on paddy fields to achieve both edible and forage rice production
- 2014 - 2017 Quantitative Evaluation of Impact of the Vegetation Management on Nutrient Dynamics in a Constructed Wetland of the Inland of Western China
- 2014 - 2015 Quantitative Evaluation of Impact of the Vegetation Management on Nutrient Dynamics in a Constructed Wetland of the Inland of Western China
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Papers (41)：
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Yui Yokoyama, Allard De Wi, Tsutomu Matsui, Takashi S. T. Tanaka. Accuracy and robustness of a plant-level cabbage yield prediction system generated by assimilating UAV-based remote sensing data into a crop simulation model. Precision Agriculture. 2024
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Yui Yokoyama, Tsutomu Matsui, Takashi S. T. Tanaka. An instance segmentation dataset of cabbages over the whole growing season for UAV imagery. Data in Brief. 2024. 55. 110699
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Md. Suruj Mia, Luthfan Nur Habibi, Tsutomu Matsui, Takashi S. T. Tanaka. A Bayesian approach to assessing uncertainty in the effect of fertilization strategies on paddy rice yield via multiple on-farm experiments. Plant Production Science. 2024
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Takashi S. T. Tanaka, Sheng Wang, Johannes Ravn Jørgensen, Marco Gentili, Armelle Zaragüeta Vidal, Anders Krogh Mortensen, Bharat Sharma Acharya, Brittany Deanna Bec, René Gislum. Review of Crop Phenotyping in Field Plot Experiments Using UAV-Mounted Sensors and Algorithms. Drones. 2024. 8. 6. 212
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Takashi S. T. Tanaka, Gerard B. M. Heuvelink, Taro Mieno, David S. Bullock. Can machine learning models provide accurate fertilizer recommendations?. Precision Agriculture. 2024
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MISC (6)：
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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)
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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
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Takashi S. T. Tanaka. Research agenda for developing agronomy towards future implementation. Japanese Journal of Crop Science. 2022. 91. 3. 259-259
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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
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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 (72)：
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Estimation of nitrogen uptake in autumn cover crops using UAV-mounted RGB camera and machine learning models
(The XXII International N Workshop 2024 2024)
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Prediction of winter wheat nitrogen status using UAV imagery, weather data, and machine learning
(The XXII International N Workshop 2024)
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Study on robustness and feasibility of data assimilation for cabbage yield prediction
(The 257th Meeting of the Crop Science Society of Japan 2024)
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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)
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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)
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Works (1)：
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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
- 2021/01 - 2023/12 Sagri Ltd. Co. CTO
- 2022/06 - 2022/06 Wageningen University & Research Soil Geography and Landscape Guest Researcher
- 2017/04 - 2022/03 Gifu University Faculty of Applied Biological Sciences Assistant Professor
- 2014/04 - 2017/03 Kyoto University Graduate School of Agriculture JSPS Research Fellow (DC1)
- 2016/09 - 2017/01 Kyoto University Graduate School of Agriculture RA
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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
- 2020/11 - 2022/03 岐阜県農畜産公社 岐阜県 農業相談所専門家
- 2020/10 - 2022/03 日本作物学会 東海支部 東海作物研究編集委員
- 2020/08 - 2022/03 岐阜県農業会議 農業経営改善スペシャリスト
- 2019/10 - 2022/03 岐阜県 岐阜県スマート農業推進協議会委員
- 2021/06 - 2021/09 OFE2021 (Conference on Farmer-Centric On-Farm Experimentation) the Scientific Committee
- 2021/04 - 2021/09 日本作物学会 第252回講演会運営委員
- 2021/03 - 2021/09 ISPA’s On-Farm Experimentation Community #OFE2021 working group
- 2020/06 - 2020/09 日本作物学会 第250回講演会運営委員会委員
- 2018/10 - 2019/03 日本作物学会東海支部 幹事
- 2018/08 - 2019/03 岐阜県庁 岐阜県スマート農業推進検討会 検討委員
- 2017/12 - 2018/06 日本作物学会東海支部 東海作物研究編集幹事
- 2017/04 - 2017/10 日本作物学会 第244回講演会運営委員会事務局
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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
- 2019/03 - Japanese Society of Crop Science Best Presentation Award Prediction of soybeanplant densityusing unmanned aerial vehicle-based remote sensing and combination of high spatio-temporal microsatellite image and phenological model
- 2016/05 - システム農学会 優秀発表賞(北村賞) 中国雲南省の湖岸植生帯におけるヨシの飼料化が窒素除去を向上する
- 2016/03 - Japanese Society of Crop Science Best Presentation Award Impactof HarvestingFrequency onYield and Nutritive Value of Roughageof Phragmites japonicusin Constructed Wetlands of WesternChina
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Association Membership(s) (3)：
THE JAPANESE AGRICULTURAL SYSTEMS SOCIETY
, CROP SCIENCE SOCIETY OF JAPAN
, International Society of Precision Agriculture
