Sonobe Rei 薗部礼

… Alternative Names

薗部礼ソノベレイ

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Researcher Number	40755352
Other IDs
External Links
Affiliation (Current)	2025: 静岡大学, 農学部, 准教授
Affiliation (based on the past Project Information) *help	2025: 静岡大学, 農学部, 准教授 2015 – 2021: 静岡大学, 農学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related / Environmental dynamic analysis Except Principal Investigator Forest science
Keywords	Principal Investigator ハイパースペクトル / テアニン / ドローン / カテキン / アミノ酸 / クロロフィル / 茶葉 / 機械学習 / チャノキ / 分光反射特性 … More / 人工衛星データ / 環境動態 / リモートセンシング / 新疆ウイグル自治区 / オアシス … More Except Principal Investigator キャノピー / 分光放射 / 機能評価 / RTM / キャノピ / 生理応答 / 分光反射 Less

敵対的生成ネットワーク（GAN）による農作物モニタリングの新展開Principal Investigator
- Principal Investigator
  
  薗部礼
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related
- Research Institution
  Shizuoka University
Quality evaluation of tea leaves using machine learning and hyperspectral reflectancePrincipal Investigator
- Principal Investigator
  
  Sonobe Rei
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related
- Research Institution
  Shizuoka University
Assessing canopy scale functions through reflected spectra: a road towards functional biogeography
- Principal Investigator
  
  Wang Quan
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Forest science
- Research Institution
  Shizuoka University
Desert oasis monitoring based on remote sensing dataPrincipal Investigator
- Principal Investigator
  
  Sonobe Rei
- Project Period (FY)
  2015 – 2016
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Environmental dynamic analysis
- Research Institution
  Shizuoka University

All 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

[Journal Article] Potential of spectroscopic analyses for non-destructive estimation of tea quality-related metabolites in fresh new leaves2021
- Author(s)
  Yamashita Hiroto、Sonobe Rei、Hirono Yuhei、Morita Akio、Ikka Takashi
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 4169-4169
- DOI
  10.1038/s41598-021-83847-0
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313, KAKENHI-PROJECT-20J10182
[Journal Article] Use of spectral reflectance from a compact spectrometer to assess chlorophyll content in Zizania latifolia2021
- Author(s)
  Sonobe Rei、Yamashita Hiroto、Adenan Yandra Nofrizal、Seki Haruyuki、Morita Akio、Ikka Takashi
- Journal Title
  
  Geocarto International
  
  Volume: - Issue: 18 Pages: 1-13
- DOI
  10.1080/10106049.2021.1914747
- NAID
  120007034479
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Hyperspectral wavelength selection for estimating chlorophyll content of muskmelon leaves2021
- Author(s)
  Sonobe Rei、Sugimoto Yudai、Kondo Ryohei、Seki Haruyuki、Sugiyama Erika、Kiriiwa Yoshikazu、Suzuki Katsumi
- Journal Title
  
  European Journal of Remote Sensing
  
  Volume: 54 Issue: 1 Pages: 513-524
- DOI
  10.1080/22797254.2021.1964383
- NAID
  120007146066
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Dissection of hyperspectral reflectance to estimate nitrogen and chlorophyll contents in tea leaves based on machine learning algorithms2020
- Author(s)
  Yamashita Hiroto、Sonobe Rei、Hirono Yuhei、Morita Akio、Ikka Takashi
- Journal Title
  
  Scientific Reports
  
  Volume: 10 Issue: 1 Pages: 17360-17360
- DOI
  10.1038/s41598-020-73745-2
- NAID
  120006891195
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313, KAKENHI-PROJECT-20J10182
[Journal Article] Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms2020
- Author(s)
  Sonobe Rei、Hirono Yuhei、Oi Ayako
- Journal Title
  
  Plants
  
  Volume: 9 Issue: 3 Pages: 368-368
- DOI
  10.3390/plants9030368
- NAID
  120006816582
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Quantifying chlorophyll-a and b content in tea leaves using hyperspectral reflectance and deep learning2020
- Author(s)
  Sonobe Rei、Hirono Yuhei、Oi Ayako
- Journal Title
  
  Remote Sensing Letters
  
  Volume: 11 Issue: 10 Pages: 933-942
- DOI
  10.1080/2150704x.2020.1795294
- NAID
  120006872378
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Hyperspectral reflectance sensing for quantifying leaf chlorophyll content in wasabi leaves using spectral pre-processing techniques and machine learning algorithms2020
- Author(s)
  Sonobe Rei、Yamashita Hiroto、Mihara Harumi、Morita Akio、Ikka Takashi
- Journal Title
  
  International Journal of Remote Sensing
  
  Volume: 42 Issue: 4 Pages: 1311-1329
- DOI
  10.1080/01431161.2020.1826065
- NAID
  120006939599
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Estimation of Leaf Chlorophyll a, b and Carotenoid Contents and Their Ratios Using Hyperspectral Reflectance2020
- Author(s)
  Sonobe Rei、Yamashita Hiroto、Mihara Harumi、Morita Akio、Ikka Takashi
- Journal Title
  
  Remote Sensing
  
  Volume: 12 Issue: 19 Pages: 3265-3265
- DOI
  10.3390/rs12193265
- NAID
  120006890005
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Combining ASNARO-2 XSAR HH and Sentinel-1 C-SAR VH/VV Polarization Data for Improved Crop Mapping2019
- Author(s)
  Sonobe Rei
- Journal Title
  
  Remote Sensing
  
  Volume: 11 Issue: 16 Pages: 1920-1920
- DOI
  10.3390/rs11161920
- NAID
  120006713028
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] 分光反射特性による茶葉に含まれるテアニン含量推定能力の評価2019
- Author(s)
  薗部礼、佐野智人、堀江秀樹
- Journal Title
  
  写真測量とリモートセンシング
  
  Volume: 58 Pages: 265-269
- NAID
  130007933560
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] PROSPECTを用いた茶葉におけるクロロフィル含量の評価2019
- Author(s)
  林明日香、薗部礼、佐野智人、堀江秀樹
- Journal Title
  
  写真測量とリモートセンシング
  
  Volume: 58 Pages: 260-264
- NAID
  130007933557
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Parcel-Based Crop Classification Using Multi-Temporal TerraSAR-X Dual Polarimetric Data2019
- Author(s)
  Sonobe Rei
- Journal Title
  
  Remote Sensing
  
  Volume: 11 Issue: 10 Pages: 1148-1148
- DOI
  10.3390/rs11101148
- NAID
  120006627901
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06313
[Journal Article] Nondestructive assessments of carotenoids content of broadleaved plant species using hyperspectral indices2018
- Author(s)
  Sonobe Rei、Wang Quan
- Journal Title
  
  Computers and Electronics in Agriculture
  
  Volume: 145 Pages: 18-26
- DOI
  10.1016/j.compag.2017.12.022
- NAID
  120006545321
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H04933
[Journal Article] Assessing hyperspectral indices for tracing chlorophyll fluorescence parameters in deciduous forests2018
- Author(s)
  Sonobe Rei、Wang Quan
- Journal Title
  
  Journal of Environmental Management
  
  Volume: 227 Pages: 172-180
- DOI
  10.1016/j.jenvman.2018.06.085
- NAID
  120006534755
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H04933
[Journal Article] Hyperspectral indices for quantifying leaf chlorophyll concentrations performed differently with different leaf types in deciduous fore2017
- Author(s)
  Rei Sonobe, Quan Wang
- Journal Title
  
  Ecological Informatics
  
  Volume: 37 Pages: 1-9
- DOI
  10.1016/j.ecoinf.2016.11.007
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H04933
[Journal Article] Mapping crop cover using multi-temporal Landsat 8 OLI imagery2017
- Author(s)
  Rei Sonobe, Yuki Yamaya, Hiroshi Tani, Xiufeng Wang, Nobuyuki Kobayashi and Kan-ichiro Mochizuki
- Journal Title
  
  International Journal of Remote Sensing
  
  Volume: 38 Issue: 15 Pages: 4348-4361
- DOI
  10.1080/01431161.2017.1323286
- NAID
  120006471012
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15H06249
[Journal Article] Towards a Universal Hyperspectral Index to Assess Chlorophyll Content in Deciduous Forests2017
- Author(s)
  Rei Sonobe, Quan Wang
- Journal Title
  
  Remote Sensing
  
  Volume: 9 Issue: 3 Pages: 191-191
- DOI
  10.3390/rs9030191
- NAID
  120005976032
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H04933
[Journal Article] An experimental comparison between KELM and CART for crop classification using Landsat-8 OLI data2016
- Author(s)
  Rei Sonobea, Hiroshi Tani, Xiufeng Wang
- Journal Title
  
  Geocarto International
  
  Volume: in press Pages: 1-11
- DOI
  10.1080/10106049.2015.1130085
- NAID
  120005951644
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15H06249
[Presentation] Estimating chlorophyll content in leaves using UAV-mounted spectroscopic sensor2021
- Author(s)
  Tatsuya Shirai, Rei Sonobe, Haruyuki Seki, Akiyoshi Tominaga, Kan-ichiro Mochizuki, Genya Saito
- Organizer
  International Symposium on Agricultural Meteorology 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] 分光反射特性を用いたワサビ葉のクロロフィル/カロテノイド含量比の評価2021
- Author(s)
  薗部　礼・山下寛人・三原春美・森田明雄・一家崇志
- Organizer
  日本写真測量学会令和3年度年次学術講演会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] Quantification of chlorophyll content in tomato leaves using a compact spectrometer.2021
- Author(s)
  Rei Sonobe, Haruyuki Seki, Shogo Kodama, Takuma Okitsu, Yudai Sugimoto, Yoshikazu Kiriiwa, Katsumi Suzuki
- Organizer
  International Symposium on Remote Sensing 2021(ISRS2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] Prediction Chlorophyll Content of Zizania Latifolia Using Hyperspectral data and Machine Learning.2021
- Author(s)
  Adenan Yandra Nofrizal, Rei Sonobe, Hiroto Yamashita, Akio Morita, Takashi Ikka
- Organizer
  The second Intercontinental Geoinformation Days (IGD2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] Assessment of the PROSPECT-PRO model capabilities using hyperspectral reflectance of melon leaves2021
- Author(s)
  Rei Sonobe, Haruyuki Seki, Ryohei Kondo, Yudai Sugimoto, Yoshikazu Kiriiwa, Katsumi Suzuki
- Organizer
  International Symposium on Agricultural Meteorology 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] Retrieval of Silica Content from Hyperspectral Reflectance.2021
- Author(s)
  Adenan Yandra Nofrizal, Rei Sonobe, Hiroto Yamashita, Akio Morita, Takashi Ikka
- Organizer
  International Symposium on Remote Sensing 2021(ISRS2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] 連続体除去を用いた分光反射特性による被覆茶のクロロフィル含量推定2020
- Author(s)
  薗部礼，廣野祐平，大井彩子
- Organizer
  日本写真測量学会令和2年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] 放射伝達モデルに基づく被覆茶のクロロフィル含量評価2020
- Author(s)
  薗部礼、廣野祐平、大井彩子
- Organizer
  日本農業気象学会2020年全国大会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] UAV搭載ハイパースペクトルセンサを用いたヤーコンのクロロフィル含量測定2020
- Author(s)
  白井達也、関晴之、薗部礼、富永晃好、王権、齋藤元也、望月貫一郎
- Organizer
  日本農業気象学会2020年全国大会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] ミニ分光器を活用したブドウ葉のクロロフィル含量評価2020
- Author(s)
  近藤凌平、関晴之、薗部礼、齋藤元也、小杉幸夫
- Organizer
  日本農業気象学会2020年全国大会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] 機械学習を用いた茶葉の窒素とクロロフィル濃度を推定するハイパースペクトルデータの解剖2020
- Author(s)
  山下寛人，薗部礼，廣野祐平，森田明雄，一家崇志
- Organizer
  2020年度日本土壌肥料学会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] 分光反射指数を用いた被覆茶のカロテノイド含量推定2020
- Author(s)
  薗部礼，廣野祐平，大井彩子
- Organizer
  日本写真測量学会令和2年度年次学術講演会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] Informative spectral bands to estimate photosynthesis capacity using hyperspectral reflectance2019
- Author(s)
  Bayu Arief Pratama, Jia Jin, Rei Sonobe, Quan Wang
- Organizer
  International Symposium on Agricultural Meteorology (ISAM2019)
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] iPLSを用いた分光反射特性によるブナの蒸散速度評価2019
- Author(s)
  薗部礼、小林真也、王権
- Organizer
  日本写真測量学会令和元年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] KELMによる分光反射特性からの茶葉内光合成色素含量推定2019
- Author(s)
  薗部礼、佐野智人、堀江秀樹
- Organizer
  日本写真測量学会令和元年度年次学術講演会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] iPLSを用いた分光反射特性によるブナの蒸散速度評価2019
- Author(s)
  薗部礼, 小林真也, 王権
- Organizer
  日本写真測量学会令和元年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] Vertical variation of PPFD, leaf and air temperature in canopy for a deciduous broad-leaved forest in Nakagawane, Japan2019
- Author(s)
  Huang Kechao, Quan Wang, Rei Sonobe
- Organizer
  International Symposium on Agricultural Meteorology (ISAM2019)
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] Seasonal dynamics of leaf area index in a typical deciduous forest2019
- Author(s)
  Mingxing Zhang, Jia Jin, Rei Sonobe, Ryouhei Kondo, Kechao Huang, Quan Wang
- Organizer
  International Symposium on Agricultural Meteorology (ISAM2019)
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] クロロフィル含量推定を目的とした分光反射指数の評価2019
- Author(s)
  薗部礼，王権
- Organizer
  日本写真測量学会令和元年度年次学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] クロロフィル含量推定を目的とした分光反射指数の評価2019
- Author(s)
  薗部礼、王権
- Organizer
  日本写真測量学会令和元年度年次学術講演会
- Data Source
  KAKENHI-PROJECT-19K06313
[Presentation] 分光反射特性を用いたブナ（Fagus crenata）における生化学特性の把握2018
- Author(s)
  三浦雄太，薗部礼，王権
- Organizer
  日本写真測量学会平成 30年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] PROSPECT-Dを用いた落葉広葉樹の生化学特性の評価2018
- Author(s)
  薗部礼, 王　権
- Organizer
  第129回日本森林学会大会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 光学的測定による LAI 推定法の比較2018
- Author(s)
  近藤凌平，薗部礼，王権
- Organizer
  日本写真測量学会平成30年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] ハイパースペクトルリモートセンシングを活用した落葉広葉樹の蒸散速度評価2018
- Author(s)
  菊池大樹，薗部礼，王権，花輪光彦，飯尾淳弘
- Organizer
  日本写真測量学会平成 30年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 分光反射特性を活用した落葉広葉樹のLeaf mass per area (LMA)推定2017
- Author(s)
  薗部礼, 王　権
- Organizer
  日本リモートセンシング学会第63回学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 光合成色素の樹冠内分布と分光特性の関係2017
- Author(s)
  山田北斗, 末森風花, 三浦雄太, 薗部礼, 王権
- Organizer
  第7回中部森林学会大会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] An improved version of PROSPECT for better retrieval of leaf biochemical properties2017
- Author(s)
  Hong Bo Cheng, Yuta Miura, Rei Sonobe, Quan Wang
- Organizer
  第7回中部森林学会大会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] Assessing leaf photosynthetic capacity using hyperspectral reflectance2017
- Author(s)
  Rei Sonobe, Quan Wang
- Organizer
  JpGU-AGU Joint Meeting 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 樹冠内Rubisco量分布の把握における分光特性の活用2017
- Author(s)
  三浦　雄太, 薗部　礼, 王　権
- Organizer
  日本写真測量学会平成29年度秋季学術講演会
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 分光反射率を用いたヒノキ苗における水ストレスの評価2016
- Author(s)
  中島義明，楢本正明，薗部礼，王権
- Organizer
  第6回中部森林学会大会
- Place of Presentation
  三重大学（三重県津市）
- Year and Date
  2016-10-22
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 分光反射率を用いた落葉広葉樹のクロロフィル量推定2016
- Author(s)
  薗部礼，王権
- Organizer
  日本リモートセンシング学会第61回（平成28年度秋季）学術講演会
- Place of Presentation
  新潟テルサ（新潟県新潟市）
- Year and Date
  2016-11-01
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] ハイパースペクトルデータを用いたキサントフィルサイクルのエポキシ化率の評価2016
- Author(s)
  薗部礼，王権
- Organizer
  Japan Geoscience Union Meeting 2016
- Place of Presentation
  幕張メッセ（千葉県千葉市）
- Year and Date
  2016-05-25
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 分光反射特性によるブナの時期別クロロフィル推定：PROSPECT-5のinversionから2016
- Author(s)
  池田佳苗，薗部礼，王権
- Organizer
  第6回中部森林学会大会
- Place of Presentation
  三重大学（三重県津市）
- Year and Date
  2016-10-22
- Data Source
  KAKENHI-PROJECT-16H04933
[Presentation] 中国西部乾燥地帯におけるオアシス動態把握に向けた取り組み2016
- Author(s)
  薗部礼・松田祐輝・王権
- Organizer
  日本写真測量学会平成28年度秋季学術講演
- Place of Presentation
  都久志会館（福岡県福岡市）
- Data Source
  KAKENHI-PROJECT-15H06249
[Presentation] 分光反射率を用いた落葉広葉樹のクロロフィル量推定2016
- Author(s)
  薗部礼・王権
- Organizer
  日本リモートセンシング学会第61回（平成28年度秋季）学術講演会
- Place of Presentation
  新潟テルサ（新潟県新潟市）
- Data Source
  KAKENHI-PROJECT-15H06249
[Presentation] KELMを用いた人工衛星データによる作付状況把握2016
- Author(s)
  薗部礼・谷宏・望月貫一郎・王秀峰・小林伸行
- Organizer
  日本写真測量学会平成28 年度年次学術講演会
- Place of Presentation
  東京大学（東京都目黒区）
- Data Source
  KAKENHI-PROJECT-15H06249
[Presentation] 分光反射特性を用いたRubiscoの評価2016
- Author(s)
  薗部礼・片畑伸一郎・王権・三浦雄太・松田祐輝
- Organizer
  日本写真測量学会平成28年度秋季学術講演
- Place of Presentation
  都久志会館（福岡県福岡市）
- Data Source
  KAKENHI-PROJECT-15H06249
[Presentation] 機械学習による全天空写真を用いたLAI推定法の改良2015
- Author(s)
  西星司, 王権, 薗部礼
- Organizer
  第5回中部森林学会大会
- Place of Presentation
  静岡大学（静岡市駿河区大谷）
- Year and Date
  2015-10-03
- Data Source
  KAKENHI-PROJECT-15H06249
[Presentation] リモートセンシングデータを用いた混合分布モデルによる教師なし分類2015
- Author(s)
  薗部礼, 谷宏, 王秀峰, 小林伸行, 望月貫一郎
- Organizer
  農業環境工学関連5学会2015年合同大会
- Place of Presentation
  岩手大学（盛岡市）
- Year and Date
  2015-09-17
- Data Source
  KAKENHI-PROJECT-15H06249

1. Wang Quan (50402235)

# of Collaborated Projects: 1 results

# of Collaborated Products: 22 results
2. 水永博己 (20291552)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 飯尾淳弘 (90422740)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 廣野祐平 (10391418)

# of Collaborated Projects: 1 results

# of Collaborated Products: 8 results

Sonobe Rei 薗部 礼

薗部 礼 ソノベ レイ

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敵対的生成ネットワーク（GAN）による農作物モニタリングの新展開Principal Investigator

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Quality evaluation of tea leaves using machine learning and hyperspectral reflectancePrincipal Investigator

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Assessing canopy scale functions through reflected spectra: a road towards functional biogeography

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Desert oasis monitoring based on remote sensing dataPrincipal Investigator

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[Journal Article] Potential of spectroscopic analyses for non-destructive estimation of tea quality-related metabolites in fresh new leaves2021

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[Journal Article] Use of spectral reflectance from a compact spectrometer to assess chlorophyll content in Zizania latifolia2021

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[Journal Article] Hyperspectral wavelength selection for estimating chlorophyll content of muskmelon leaves2021

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[Journal Article] Dissection of hyperspectral reflectance to estimate nitrogen and chlorophyll contents in tea leaves based on machine learning algorithms2020

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[Journal Article] Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms2020

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[Journal Article] Quantifying chlorophyll-a and b content in tea leaves using hyperspectral reflectance and deep learning2020

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[Journal Article] Hyperspectral reflectance sensing for quantifying leaf chlorophyll content in wasabi leaves using spectral pre-processing techniques and machine learning algorithms2020

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[Journal Article] Estimation of Leaf Chlorophyll a, b and Carotenoid Contents and Their Ratios Using Hyperspectral Reflectance2020

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[Journal Article] Combining ASNARO-2 XSAR HH and Sentinel-1 C-SAR VH/VV Polarization Data for Improved Crop Mapping2019

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Sonobe Rei 薗部礼

薗部礼ソノベレイ