Rchr
J-GLOBAL ID：201501044070572918
Update date: Feb. 01, 2024
Sonobe Rei
ソノベ レイ | Sonobe Rei
Affiliation and department：
Job title：
Associate Professor
Research field (1)：
Agricultural environmental and information engineering
Research keywords (1)：
Remote Sensing
Research theme for competitive and other funds (4)：
- 2019 - 2022 Quality evaluation of tea leaves using machine learning and hyperspectral reflectance
- 2016 - 2020 Assessing canopy scale functions through reflected spectra: a road towards functional biogeography
- 2015 - 2017 Desert oasis monitoring based on remote sensing data
- 2014 - 2015 リモートセンシングを用いた農業環境のモニタリングに関する研究
Papers (65)：
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Rei Sonobe, Yuhei Hirono. Carotenoid Content Estimation in Tea Leaves Using Noisy Reflectance Data. Remote Sensing. 2023. 15. 17. 4303-4303
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Rei Sonobe, Yuhei Hirono. Applying Variable Selection Methods and Preprocessing Techniques to Hyperspectral Reflectance Data to Estimate Tea Cultivar Chlorophyll Content. Remote Sensing. 2022
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Rei Sonobe, Hiroto Yamashita, Adenan Yandra Nofrizal, Haruyuki Seki, Akio Morita, Takashi Ikka. Use of spectral reflectance from a compact spectrometer to assess chlorophyll content in Zizania latifolia. Geocarto International. 2022. 18. 5363-5375
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薗部礼, 関晴之, 島村秀樹, 望月貫一郎, 齋藤元也, 吉野邦彦, 谷宏. Adding simulated NDVI images can be effective for identifying crop types from Sentinel-1 C-SAR data. Journal of the Japan Society of Photogrammetry and Remote Sensing. 2022. 61. 5. 332-338
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Adenan Yandra Nofrizal, Rei Sonobe, Hiroto Yamashita, Haruyuki Seki, Harumi Mihara, Akio Morita, Takashi Ikka. Evaluation of a One-Dimensional Convolution Neural Network for Chlorophyll Content Estimation Using a Compact Spectrometer. Remote Sensing. 2022. 14. 9. 1997-1997
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MISC (1)：
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Crop Classification by Random Forest Using TerraSAR-X Data. 2017. 34. 2. 1-11
Books (4)：
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農業気象学入門
文永堂出版 2021 ISBN:9784830041419
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山岳科学
古今書院 2020
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山岳科学 = Mountain science
古今書院 2020 ISBN:9784772242172
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Hyperspectral Indices and Image Classifications for Agriculture and Vegetation 2nd Edition
CRC Press 2018
Lectures and oral presentations (64)：
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森林域における衛星画像超解像化の比較
(第12回中部森林学会大会 2022)
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ハイパースペクトルセンサを使用した茶園の品質評価
(日本写真測量学会 令和4年度秋季学術講演会 2022)
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Random Forestsによる分光反射スペクトルからのクロロフィル含量推定
(2022年度日本茶業学会研究発表会 2022)
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CROP CLASSIFICATION USING A COMBINATION OF SPECTRAL INDICES FROM SPATIOTEMPORAL MULTISPECTRAL IMAGERY AND MACHINE LEARNING
(IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) 2022)
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分光反射率を用いたマスクメロンのクロロフィル含有量評価
(日本写真測量学会 令和4年度年次学術講演会 2022)
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Professional career (1)：
Awards (2)：
- 2023/05 - Japan Society for Photogrammetry and Remote Sensing JSPRS Award
- 2018/05 - Japan Society of Photogrammetry and Remote Sensing JSPRS Young Researcher Award
Association Membership(s) (1)：
Japan Society of Photogrammetry and Remote Sensing
