千葉大学災害治療学研究所

組織図・構成員

組織図・構成員


災害情報解析研究部門とは

当部門では、これまで災害予測と監視用の技術をはじめ、小型衛星、航空機、成層圏プラットフォーム、ドローンなどに搭載された災害監視用のリモートセンサを開発してきた。今後、新しいリモートセンサ技術と、衛星・地上データを融合させ、ビッグデータ、AI、機械学習などによる豪雨災害等の複合災害軽減に資する複合災害観測基盤と、この災害情報を医療支援計画に資する災害治療支援基盤を創生し、国土強靭化に貢献することが目標である。

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メンバー


職位 氏名 所属 職名 researchmap
部門長 SRI SUMANTYO J. T.
(スリ・スマンティヨ・ヨサファット・テトォコ)
環境リモートセンシング研究センター 教授 researchmap
服部 克巳 理学研究院 教授 researchmap
小槻 峻司 国際高等研究基幹 教授 researchmap
小野寺 淳
(HPはこちら)
国際高等研究基幹 教授 researchmap
樋口 篤志 環境リモートセンシング研究センター 准教授 researchmap
SONG RUI 国際高等研究基幹 特任助教
楊 偉 環境リモートセンシング研究センター 助教 researchmap
LIU WEN 工学研究院 助教 researchmap

研究業績

SRI SUMANTYO J. T.

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            1. Josaphat Tetuko, Sri Sumantyo, Daniele Perissin, Joko Widodo, Heri Andreas, Ketut Wikantika, Mohammad Rohmaneo Darminto, Akbar Kurniawan, Mokhamad Nur Cahyadi, Teguh Hariyanto, "Estimation of Spouted Hot Mudflow Current using Continuity Equation and DInSAR," IEEE Transactions on Geoscience and Remote Sensing, Vol.60, 2021年10月26日
            2. Josaphat Tetuko, Sri Sumantyo, Ming Yam Chua, Cahya Edi Santosa, Good Fried Panggabean, Tomoro Watanabe, Bambang Setiadi, Fransiskus Dwikoco, Sri Sumantyo, Kengo Tsushima, Karna Sasmita, Agus Mardiyanto, Edy Supartono, Eko Tjipto Rahardjo, Gunawan Wibisono, Muh Aris Marfai, Retnadi Heru Jatmiko, h Sudaryatno, Taufik Hery Purwanto, Barandi Sapta Widartono, Muhammad Kamal, Daniele Perissin, Steven Gao, Koichi Ito, "Airborne Circularly Polarized Synthetic Aperture Radar," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.14, pp.1676-1692, 2021年1月1
            3. Rui Song, Katsumi Hattori, Xuemin Zhang, Jann‐Yenq Liu, Chie Yoshino, "Detecting the Ionospheric Disturbances in Japan Using the Three‐Dimensional Computerized Tomography," Journal of Geophysical Research: Space Physics, Vol.126, No.6, 2021年6月
            4. 根本和秀, 小島春奈, 吉野千恵, 金子柊, 北出明嗣, 服部克巳, 茂木透, 小西敏春, "地表面付近の地中ラドンフラックス変動について:強い降水の影響", Vol.40, No.1, pp.37-41, 2021年11月
            5. Atsushi Higuchi, "Toward More Integrated Utilizations of Geostationary Satellite Data for Disaster Management and Risk Mitigation," Remote Sensing, Vol.13, No.8, pp.1553-1553 2021年4月16日
            6. Kazuomi Morotomi, Shigeharu Shimamura, Fumiaki Kobayashi, Tamio Takamura, Toshiaki Takano, Atsushi Higuchi, Hisato Iwashita, "Evolution of a Tornado and Debris Ball Associated With Super Typhoon Hagibis 2019 Observed by X‐Band Phased Array Weather Radar in Japan," Geophysical Research Letters, Vol.47, No.24, 2020年12月28日
            7. Jiaqi Tian, Xiaolin Zhu, Jin Chen, Cong Wang, Miaogen Shen, Wei Yang, Xiaoyue Tan, Shuai Xu, Zhilin Li, "Improving the accuracy of spring phenology detection by optimally smoothing satellite vegetation index time series based on local cloud frequency," ISPRS Journal of Photogrammetry and Remote Sensing, Vol.180, pp.29-44, 2021年10月
            8. Wei Yang, Akihiko Kondoh, "Evaluation of the Simard et al. 2011 Global Canopy Height Map in Boreal Forests," Remote Sensing, Vol.12, No.7, pp.1114-1114, 2020年3月31日
            9. Min Lung Cheng, Masashi Matsuoka, Wen Liu, Fumio Yamazaki, "Near-real-time gradually expanding 3D land surface reconstruction in disaster areas by sequential drone imagery ," Automation in Construction, Vol.135, 2022年3月
            10. Wen Liu, Yoshihisa Maruyama, Fumio Yamazaki, "Detection of collapsed bridges from multi-temporal sar intensity images by machine learning techniques," Remote Sensing, Vol.13, No.17, 2021年9月

服部 克巳

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            1. Han, P., Hattori, K., Zhuang, J., Chen, C-H., Liu, J-Y., and Yoshida, S., Evaluation of ULF seismo-magnetic phenomena in Kakioka, Japan by using Molchan's error diagram, Geophysical Journal International, 208 (1), 482-490, 2017, doi: 10.1093/gji/ggw404 *
            2. H SAKAI, T KOBAYASHI, Y IZUMI, T NAKAYAMA, K HATTORI, Induced Change of Electric Self‐Potential and Magnetic Field at the Artificial Explosion, Electronics and Communications in Japan 100 (3), 68-75, 2017 *
            3. 韓鵬, 服部克巳, 山口拓人, 廣岡伸治, 吉野千恵, 2011年東北地方太平洋沖地震(Mw9.0)に関連する地磁気日変化異常の時空間的特徴, 電気学会論文誌A, 137, 119-127, 2017, DOI: 10.1541/ieejfms.137.119 *
            4. Jann-Yenq Liu, Chieh-Hung Chen, Tsung-Yu Wu, Hsiao-Ching Chen, Katsumi Hattori, Tom Bleier, Karl Kappler, I-Ching Yang, Yaqin Xia, Weisheng Chen, Zhengyan Liu, Co-seismic signatures in magnetometer, geophone, and infrasound data during the Meinong Earthquake, Terrestrial, Atmospheric and Oceanic Sciences, 28, 683-692, 2017, DOI: 10.3319/TAO.2017.03.05.01. *
            5. Yamazaki, T., Hattori, K., Haneda, H., Sakai, H., Izumi. Y., Terajima, T., Development of Monitoring System to Understand Preparation Processes of Rainfall-Induced Landslides Estimation of Slip Surface and In-Situ Observation using Electromagnetic Methods, Journal of Electronics and Communications in Japan, 100, 3-11, 2017, DOI: 10.1002/ecj.11967 *
            6. 史海霞, 孟令媛, 张雪梅, 常莹, 杨振涛, 谢蔚云, 服部克巳, 韩鹏, 汶川地震前的b值变化, 地球物理学報(Chinese Journal of Geophysics), 61, 2018 DOI: 10.6038/cjg2018M0024, (in Chinese). *
            7. Katsumi Hattori and Peng Han, Statistical Analysis and Assessment of Ultralow Frequency Magnetic Signals in Japan As Potential Earthquake Precursors, Pre-Earthquake Processes: A Multidisciplinary Approach to Earthquake Prediction Studies, edited by Ouzounov et al., 229-240, DOI: 10.1002/9781119156949.ch13, Wiley, 2018. *
            8. Jann-Yenq Liu, Katsumi Hattori, and Yuh-Ing Chen, Application of Total Electron Content Derived from the Global Navigation Satellite System for Detecting Earthquake Precursors, Pre-Earthquake Processes: A Multidisciplinary Approach to Earthquake Prediction Studies, edited by Ouzounov et al., 305-317, DOI: 10.1002/9781119156949.ch17, Wiley, 2018. *
            9. Dimitar Ouzounov, Sergey Pulinets, Jann-Yenq Liu, Katsumi Hattori, and Peng Han, Multiparameter Assessment of Pre‐Earthquake Atmospheric Signals, Pre-Earthquake Processes: A Multidisciplinary Approach to Earthquake Prediction Studies, edited by Ouzounov et al., 339-359, DOI: 10.1002/9781119156949.ch20, Wiley, 2018. *
            10. Xiaocan Liu, Katsumi Hattori, Peng Han, Huaran Chen, Yoshino Chie, Xudong Zhao, Possible anomalous changes in solar quiet-day geomagnetic variations (Sq) related to the 2011 off the Pacific coast of Tohoku earthquake (Mw 9.0), Pure and Applied Geophysics, https://doi.org/10.1007/s00024-018-02086-z 2018, 2019. *
            11. 周媛媛, 常莹, 陈浩, 周勇, 马永辉, 谢成良,何展翔, 服部克巳, 韩鹏, 基于参考台的盲源分离法在抑制地磁场近场噪音中的应用研究, 地球物理学報(Chinese Journal of Geophysics), 62 (2), 572-586, 2019 DOI: 10.6038/cjg2019M0055 (in Chinese). *
            12. Weiyun Xie, Katsumi Hattori, Peng Han, Haixia Shi, Temporal variation and statistical assessment of b value off the Pacific coast of Tokachi, Hokkaido, Japan, Entropy, Entropy, 21(3), 249, 2019 https://doi.org/10.3390/e21030249 (registering DOI) *
            13. Valerio Tramutoli, Francesco Marchese*, Alfredo Falconieri, Carolina Filizzola, Nicola Genzano, Katsumi Hattori, Mariano Lisi, Jann-Yenq Liu, Dimitar Ouzounov, Michel Parrot, Sergey Pulinets, Tropospheric and ionospheric anomalies induced by volcanic and Saharan dust events as part of geosphere interaction phenomena, Geosciences, 9, 177, 2019; doi:10.3390/geosciences9040177 *
            14. 大村潤平、大山佳織、韓鵬、吉野千恵、小島春奈、服部克巳、下道國、小西敏春、古屋隆一、山口弘輝、房総半島における大気電気パラメータの観測、Journal of Atmospheric Electricity, 38, 37-52, 2019 *.
            15. Jann-Yenq Liu, Chi-Yen Lin, Yu-Lin Tsai, Tien-Chi Liu, Katsumi Hattori, Yang-Yi Sun, and Tso-Ren Wu, Ionospheric GNSS total electron content for tsunami warning, Journal of Earthquake and Tsunami, 13, 1941007, 2019; doi.org/10.1142/S1793431119410070 *
            16. Peberlin P. Sitompul, Josaphat T. Sri Sumantyo,Farohaji Kurniawan, Cahya Edi Santosa, Timbul Manik, Katsumi Hattori, Steven Gao, and Jann-Yenq Liu, A Circularly Polarized Circularly-Slotted-Patch Antenna with Two Asymmetrical Rectangular Truncations for Nanosatellite Antenna, Progress In Electromagnetics Research C, 90, 225-236, 2019 *
            17. Rui Song, Katsumi Hattori, Xuemin Zhang, Saito Sanaka, Seismic-ionospheric effects prior to four earthquakes in Indonesia detected by the China Seismo-Electromagnetic Satellite, Journal of Atmospheric and Solar-Terrestrial Physics, 205, 105291, 2020; https://doi.org/10.1016/j.jastp.2020.105291 *
            18. Peng Han, Jiancang Zhuang, Katsumi Hattori, Chieh-Hung Chen, Febty Febriani, Hongyan Chen, Chie Yoshino, Shuji Yoshida, Assessing the potential earthquake precursory information in ULF magnetic data recorded in Kanto, Japan during 2000 - 2010: distance and magnitude dependences, Entropy, 22, 859, 2020. doi:10.3390/e22080859 *
            19. Jann-Yenq Liu, Chi-Yen, Liu, Yuh-Ing Chen, Tso-Ren Wu, Meng-Ju Chung, Tien-Chi Liu, Yu-Lin Tsai, Loren C. Chang, Chi-Kuang Chao, Dimitar Ouzounov, Katsumi Hattori, The Source Detection of 28 September 2018 Sulawesi Tsunami by Using Ionospheric GNSS Total Electron Content Disturbance, Geoscience Letters, 7, 11. 2020. https://doi.org/10.1186/s40562-020-00160-w *
            20. Rika Tsutsumi, Katsumi Hattori , Chie Yoshino, Nicola Genzano, Detection of Thermal Changes Related to the 2011 Shinmoedake Volcano Activity, Japan: Spatiotemporal Variation of Singularity of MODIS Data After Discriminating False Changes Due to Cloud, Remote Sensing, 12, 2637, 2020. doi:10.3390/rs12162637. *
            21. Zining Yu, Katsumi Hattori, Kaiguang Zhu *, Chengquan Chi, Mengxuan Fan, Xiaodan He, Detecting earthquake-related anomalies of a borehole strain network based on multi-channel singular spectrum analysis, Entropy, 22, 1086; doi:10.3390/e22101086, 2020. *
            22. 金子柊,茂木透、服部克巳,マルチチャンネル特異スペクトル解析(MSSA)を用いたMTデータのノイズ除去法の開発, Journal of Atmospheric Electricity, 39, 37-41, 2020; https://doi.org/10.154/jae.39.37
            23. Qinghua Huang, Peng Han, Katsumi Hattori, Hengxin Ren, Electromagnetic Signals Associated With Earthquakes: A Review of Observations, Data Processing, and Mechanisms in China, Seismoelectric Exploration: Theory, Experiments, and Applications, edited by Grobbe, N., Revil, A., Zhu, Z., Slob, E., 415-436, DOI: 10.1002/9781119156949.ch26, Wiley, 2020. *
            24. 小島春奈,吉野千恵,根本和秀,服部克巳,小西敏春,古屋隆一,千葉県旭観測点における地中ラドン濃度のマルチチャンネル特異スペクトル解析:地中ラドンフラックス変動の推定と地震活動との関係の序報,Journal of Atmospheric Electricity, 39, 46-51, 2020; https://doi.org/10.154/jae.39.46 *
            25. Hongyan Chen, Rui Wang, Miao Miao, Xiaocan Liu, Yonghui Ma, Katsumi Hattori, Peng Han, A statistical study of the correlation between geomagnetic storms and M≥7.0 global earthquakes during 1957-2020, Entropy, 22, 1270, 2020. https://doi.org/10.3390/e22111270 *
            26. N. Genzano, C. Filizzola, K. Hattori, N. Pergola, and V. Tramutoli, Statistical correlation analysis between thermal infrared anomalies 1 observed from MTSATs and large earthquakes occurred in Japan (2005 - 2015), J Geophys. Res. SE, 126, e2020JB020108, 2021, doi/10.1029/2020JB020108 *
            27. Zining Yu, Kaiguang Zhu, Katsumi Hattori, Chenquan Chi, Mengxuan Fan, Kaiyan Li, Xiaodan He, Weiyun Xie, Borehole strain observations based on a state-space model and ApNe analysis associated with the 2013 Lushan earthquake, IEEE Access, 9, 12167-12179, 2021 doi/10.1109/ACCESS.2021.3051614 *
            28. M. Parrot, V. Tramutoli, Tiger J.Y. Liu, S. Pulinets, D. Ouzounov, N. Genzano, M. Lisi, K. Hattori, and A. Namgaladze, Atmospheric and ionospheric coupling phenomena associated with large earthquakes, The European. Physical. Journal Special Topics, 230, 197-225, 2021. https://doi.org/10.1140/epjst/e2020-000251-3 *
            29. Zining Yu, Katsumi Hattori, Kaiguang Zhu, Mengxuan Fan, and Xiaodan He, Evaluation of pre-earthquake anomalies of borehole strain network by using Receiver Operating Characteristic Curve, Remote Sensing, 13, 515, 2021. https://doi.org/10.3390/rs13030515 *
            30. Xiaocan Liu, Peng Han, Katsumi Hattori, Huaran Chen, Chie Yoshino, Xudong Zhao, Liguo Jiao, Xinxin Ma, Yu Lei, Seasonal variation characteristics of geomagnetic Sq external and internal equivalent current systems in East-Asia and Oceania regions, J Geophys. Res. SP, 126, 2021JA029113, 2021, https://doi.org/10.1029/2021JA029113
            31. Rui Song, Katsumi Hattori, Xuemin Zhang, Chie Yoshino, The three-dimensional ionospheric electron density imaging in Japan using the approximate Kalman filter algorithm, Journal of Atmospheric and Solar-Terrestrial Physics, 219, 105628, 2021, https://doi.org/10.1016/j.jastp.2021.105628 *
            32. Hongyan Chen, Miao Miao, Ying Chang, Qiao Wang, Xuhui Shen, Katsumi Hattori, Peng Han, Singular spectrum analysis of the total electron content changes prior to M≥6.0 earthquakes in the Chinese Mainland during 1998-2013, Frontiers in Earth Science, 9, 677163, 2021, doi:10.3389/feart.2021.677163 *
            33. R. Song, K. Hattori, X. Zhang, J.-Y. Liu, and C. Yoshino, Detecting the ionospheric disturbances in Japan using the three-dimensional computerized tomography, J. Geophys. Res. SP, 126, e2020JA028561, 2021, https://doi.org/10.1029/2020JA028561 *
            34. 根本和秀, 小島春奈, 吉野千恵, 金子柊, 北出明嗣, 服部克巳, 茂木透, 小西敏春、地表面付近の地中ラドンフラックス変動について:強い降水の影響、Journal of Atmospheric Electricity, 40, 37-41, 2021 *
            35. Satoru Kojima, Ryota Niwaa, Naoya Iwamoto, Heitaro Kaneda, Katsumi Hattori, Keitaro Komura, Tomohiro Yamazaki, and Kazuki Yasunaga, Development history of deep-seated gravitational slope deformation (DSGSD) in the Kanmuriyama area, central Japan, 応用地質, 63, 1-11, 2022 (accepted) *
            36. Weiyun Xie, Katsumi Hattori, Peng Han, Haixia Shi, Temporal variation of b value with statistical test in Wenchuan area, China prior to the 2008 Wenchuan earthquake, Entropy,24, 494, 2022 https://doi.org/10.3990/e24040494 *




















総説・解説








            1. 服部克巳, 地震に関する電磁気現象, Magnetics Japan.(まぐね), 15, No.5, 272-280, 2020




















著書・編書









            1. Dimitar Ouzounov, Sergey Pulinets, Katsumi Hattori, Patrick Taylor, Pre-Earthquake Processes: A Multidisciplinary Approach to Earthquake Prediction Studies, pp. 414, Wiley, July 2018.
            2. Dimitar Ouzounov, Jann-Yenq Liu, Patrick Taylor, Katsumi Hattori (Eds), Geospace Observation of Natural Hazard, pp.217, Frontiers Media SA, 2022, doi: 10.3389/978-2-88974-525-8 (eBook)

樋口 篤志

クリックして開く 査読付き原著論文,総説









            1. Higuchi, A. (2021): Toward more integrated utilizations of geostationary satellite data for disaster management and risk mitigation, Remote Sensing, 13 (8), 1553.
            2. Hashimoto, H., W. Wang, J. Dungan, S. Li, A. Michaelis, H. Takenaka, A. Higuchi, R. Myneni, R. Nemani (2021): New generation geostationary satellite observations support seasonality in greenness of the Amazon evergreen forests, Nature Communications, 12, 684.
            3. Morotomi, K., S. Shimamura, F. Kobayashi, T. Takamura, T. Takano, A. Higuchi, H. Iwashita (2020): Evolution of a tornado and debris ball associated with super Typhoon Hagibis 2019 observed by X-band Phased Array Weather Radar in Japan, Geophysical Research Letters, 47, e2020GL091061.
            4. Pavarangkoon, P., K. T. Murata, K. Yamamoto, K. Muranaga, A. Higuchi, T. Mizuhara, Y. Kagebayashi, C. Charnsripinyo, N. Nupairoj, T. Ikeda, J. Tanaka, K. Fukazawa (2020): Development of international mirroring system for real-time web of meteorological satellite data, Earth Science Informatics, 13, 1461-1476.
            5. Watanabe, S., S. Kotsuki, S. Kanae, K. Tanaka, A. Higuchi (2020): Snow water scarcity induced by the record breaking warm winter in 2020 in Japan, Scientific Reports, 10, 18541.
            6. Takenaka, H., T. Sakashita, A. Higuchi, T. Nakajima (2020): Development of geolocation correction for geostationary satellite observation by phase only correlation method using visible channel, Remote Sensing, 12 (15), 2472.
            7. Mannen, K., T. Hasenaka, A. Higuchi, K. Kiyosugi, Y. Miyabuchi, (2020): Simulations of tephra fall deposits from a bending eruption plume and the optimum model for particle release, Journal of Geophysical Research - Solid Earth, 125, e2019JB018902.
            8. Yamamoto, Y., K. Ichii, A. Higuchi, H. Takenaka (2020): Geolocation accuracy assessment of Himawari-8/AHI imagery for application to terrestrial monitoring, Remote Sensing, 12 (9), 1372.
            9. Wang, W., S. Li, H. Hashimoto, H. Takenaka, A. Higuchi, S. Kalluri, R.R. Nemani (2020): An Introduction to the Geostationary-NASA Earth Exchange (GeoNEX) Products: 1. Top-of-Atmosphere reflectance and brightness temperature, Remote Sensing, 12 (8), 1267.
            10. 樋口篤志 (2019): 衛星リモートセンシングと水文科学 - 水文科学,地球水循環研究において特筆すべき衛星,センサ -, 日本水文科学会誌, 49 (2), 73-89.
            11. Masutomi, Y., Y. Sato, A. Higuchi, A. Takami, T. Nakajima (2019): The effects of citizen-driven urban forestry on summer high air temperatures over the Tokyo metropolitan area, Journal of Agricultural Meteorology, 75 (3), 144-152.
            12. Hirose, H., S. Shige, M. K. Yamamoto, A. Higuchi (2019): High temporal rainfall estimations from Himawari-8 multiband observations using the random-forest machine-learning method, Journal of the Meteorological Society of Japan, 97 (3), 689-710.
            13. Murata, K.T., P. Pavarangkoon, A. Higuchi, K. Toyoshima, K. Yamamoto, K. Muranaga, Y. Nagaya, Y. Izumikawa, E. Kimura, T. Mizuhara (2018): A web-based real-time and full-resolution data visualization for Himawari-8 satellite sensed images, Earth Science Informatics, 11 (2), 217-237.




















解説等








            1. 樋口篤志, 竹中栄晶, 青木佐恵子, 豊嶋紘一, 山本宗尚, 山本雄平, 市井和仁 (2021): 千葉大学環境リモートセンシング研究センターにおける静止気象衛星データのアーカイブおよび公開, 日本リモートセンシング学会誌, 41 (4), 487-492.
            2. 樋口篤志, 本多嘉明, 中島孝, 石坂丞二, 弓本桂也, 堀之内武, 中島正勝, 木村俊義, 橋本真喜子, 棚田和玖, 村上浩 (2021): 次期静止ミッション検討分科会における次期ひまわり搭載イメージャに関する検討, 日本リモートセンシング学会誌, 41 (4), 461-468.
            3. 樋口篤志 (2021): 雲・降水過程リモートセンシングにおける今後の展開, 日本リモートセンシング学会誌, 41 (2), 140-143.
            4. 樋口篤志 (2021): 日本水文科学会を維持したければ,論文"等"を学会誌に投稿するしかない, 日本水文科学会誌, 51 (1), 7-9.
            5. 樋口篤志 (2020): 第17期 編集出版委員長の就任にあたって, 水文・水資源学会誌, 33 (6), 308.
            6. 今井靖晃, 冨山信弘, 樋口篤志, 関山絢子, 宇野女草太, 押尾晴樹, 伊東明彦, 熊谷樹一郎, 立川哲史, 島村秀樹, 粟屋善雄, 岩崎晃 (2020): 未来部会第一期活動報告, 日本リモートセンシング学会誌, 40 (3), 187-191.

楊 偉

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            1. Zhaoxin Li, Wei Yang*, Buneki Matsushita, Akihiko Kondoh, "Remote estimation of phytoplankton primary production in clear to turbid waters by integrating a semi-analytical model with a machine learning algorithm", Remote Sensing of Environment, 275, 113027, 2022 (*Corresponding author)
            2. Jiaqi Tian, Xiaolin Zhu, Jin Chen, Cong Wang, Miaogen Shen, Wei Yang, Xiaoyue Tan, Shuai Xu, Zhilin Li, "Improving the accuracy of spring phenology detection by optimally smoothing satellite vegetation index time series based on local cloud frequency", ISPRS Journal of Photogrammetry and Remote Sensing, 180, 29-44, 2021
            3. Jan-Peter George, Wei Yang, Hideki Kobayashi, Tobias Biermann, Arnaud Carrara, Edoardo Cremonese, Matthias Cuntz, Silvano Fares, Giacomo Gerosa, Thomas Grünwald, Niklas Hase, Michael Heliasz, Andreas Ibrom, Alexander Knohl, Bart Kruijt, Holger Lange, Jean-Marc Limousin, Denis Loustau, Petr Lukeš, Riccardo Marzuoli, Meelis Mölder, Leonardo Montagnani, Johan Neirynck, Matthias Peichl, Corinna Rebmann, Marius Schmidt, Francisco Serrano, Kamel Soudani, Caroline Vincke, Jan Pisek, "Method comparison of indirect assessments of understory leaf area index (LAIu): a case study across the extended network of ICOS forest ecosystem sites in Europe", Ecological Indicators, 128, 107841, 2021
            4. Shengqiang Wang, Jun Lv, Junwei Nie, Deyong Sun, Hanwei Liang, Zhongfeng Qiu, Wei Yang, "Dynamics of euphotic zone depth in the Bohai Sea and Yellow Sea", Science of the Total Environment, 751, 142270, 2021
            5. Miaogen Shen, Nan Jiang, Dailiang Peng, Yuhan Rao, Yan Huang, Yongshuo H. Fu, Wei Yang, Xiaolin Zhu, Ruyin Cao, Xuehong Chen, Jin Chen, Chiyuan Miao, Chaoyang Wu, Tao Wang, Eryuan Liang, Yanhong Tang, "Can changes in autumn phenology facilitate earlier green-up date of northern vegetation?" Agricultural and Forest Meteorology, 291, 108077, 2020
            6. Dalin Jiang, Bunkei Matsushita, Wei Yang, "A Simple and Effective Method for Removing Residual Reflected Skylight in Above-water Remote Sensing Reflectance Measurements", ISPRS Journal of Photogrammetry and Remote Sensing, 165, 16-27, 2020
            7. Wei Yang*, Akihiko Kondoh, "Evaluation of the Simard et al. 2011 Global Canopy Height Map in Boreal Forests", Remote Sensing, 12, 1114; doi:10.3390/rs12071114, 2020 (*Corresponding author)
            8. Yang Chen, Ruyin Cao, Jin Chen, Xiaolin Zhu, Ji Zhou, Guangpeng Wang, Miaogen Shen, Xuehong Chen, Wei Yang, "A new cross-fusion method to automatically determine the optimal input image pairs for NDVI spatiotemporal data fusion", IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2020.2973762, 2020
            9. Xifang Wu, Wei Yang*, Chunyang Wang, Yanjun Shen, Akihiko Kondoh, "Interactions among the Phenological Events of Winter Wheat in the North China Plain-Based on Field Data and Improved MODIS Estimation", Remote Sensing, 11, 2976; doi:10.3390/rs11242976, 2019 (*Corresponding author)
            10. Wei Yang*, Hideki Kobayashi, Cong Wang, Miaogen Shen, Jin Chen, Bunkei Matsushita, Yanhong Tang, Yongwon Kim, M. Syndonia Bret-Harte, Donatella Zona, Walter Oechel, Akihiko Kondoh, "A semi-analytical snow-free vegetation index for improving estimation of plant phenology in tundra and grassland ecosystems", Remote Sensing of Environment, 228, 31-44, 2019 (*Corresponding author)
            11. Meng Liu, Wei Yang, Xiaolin Zhu, Jin Chen, Xuehong Chen, Linqing Yang, "An Improved Flexible Spatiotemporal DAta Fusion (IFSDAF) method for producing high spatiotemporal resolution NDVI time series", Remote Sensing of Environment, 227, 74-89, 2019
            12. Xuehong Chen, Zhengfei Guo, Jin Chen, Wei Yang, Yanming Yao, Chishan Zhang, Xihong Cui, Xin Cao, "Replacing the Red Band with the Red-SWIR Band (0.74rred+0.26rswir) Can Reduce the Sensitivity of Vegetation Indices to Soil Background", Remote Sensing, 11, 851; doi:10.3390/rs11070851, 2019
            13. Wu Xifang, Qi Yongqing, Shen Yanjun, Yang Wei, Zhang Yucui, Kondoh Akihiko, "Change of winter wheat planting area and its impacts on groundwater depletion in the North China Plain", Journal of Geographical Sciences, 29(6), 891-890, 2019
            14. Eunice Nduati, Yuki Sofue, Akbar Matniyaz, Jong Geol Park, Wei Yang, Akihiko Kondoh, "Cropland Mapping Using Fusion of Multi-Sensor Data in a Complex Urban/Peri-Urban Area", Remote Sensing, 11, 207; doi:10.3390/rs11020207, 2019
            15. Hideki Kobayashi, Rikie Suzuki, Wei Yang, Hiroki Ikawa, Tomoharu Inoue, Hirohiko Nagano, Yongwon Kim, "Spectral reflectance and associated photograph of boreal forest understory formation in interior Alaska", Polar Data Journal, 2, 14-29, 2018
            16. Shuai An, Xiaolin Zhu, Miaogen Shen, Yafeng Wang, Ruyin Cao, Xuehong Chen, Wei Yang, Jin Chen, Yanhong Tang, "Mismatch in elevational shifts between satellite observed vegetation greenness and temperature isolines during 2000-2016 on the Tibetan Plateau", Global Change Biology, https://doi.org/10.1111/gcb.14432, 2018
            17. Ruyin Cao, Jin Chen, Yang Chen, Miaogen Shen, Ji Zhou, Cong Wang, Wei Yang, "A simple method to improve the quality of NDVI time-series data by integrating spatiotemporal information with the Savitzky-Golay filter", Remote Sensing of Environment, 217, 244-257, 2018
            18. Hideki Kobayashi, Shin Nagai, Yongwon Kim, Wei Yang, Kyoko Ikeda, Hiroki Ikawa, Hirohiko Nagano, Rikie Suzuki, "In situ observations reveal how spectral reflectance responds to growing season phenology of an open evergreen forest in Alaska", Remote Sensing, 10(7), 1071; https://doi.org/10.3390/rs10071071, 2018
            19. Shuli Chen, Xuehong Chen, Jin Chen, Xin Cao, Miaogen Shen, Wei Yang, Xihong Cui, "A Novel Cloud Removal Method Based on IHOT and the Haze Trajectories", Remote Sensing, 10, 1040; https://doi.org/10.3390/rs10071040, 2018
            20. Jin Wu, Hideki Kobayashi, Scott C. Stark, Ran Meng, Kaiyu Guan, Ngoc Nguyen Tran, Sicong Gao, Wei Yang, Natalia Restrepo-Coupe, Tomoaki Miura, Raimundo Cosme Oliviera, Alistair Rogers, Dennis G. Dye, Bruce W. Nelson, Shawn P. Serbin, Alfredo R. Huete, and Scott R. Saleska, "Biological processes dominate seasonality of remotely sensed canopy greenness in an Amazon evergreen forest", New Phytologist, 217(4), 1507-1520, 2018
            21. Philipp Köhler, Luis Guanter, Hideki Kobayashi, Sophia Walther, Wei Yang, "Assessing the Potential of Sun-Induced Fluorescence and the Canopy Scattering Coefficient to Track Large-Scale Vegetation Dynamics in Amazon Forests", Remote Sensing of Environment, 204, 769-785, 2018
            22. Takehiko Fukushima, Bunkei Matsushita, Wei Yang, Lalu Muhamed Jaelani, "Semi-analytical prediction of Secchi depth transparency in Lake Kasumigaura using MERIS data", Limnology, 19(1), 89-100, 2018.
            23. Wei Yang*, Hideki Kobayashi, Xuehong Chen, Kenlo Nishida Nasahara, Rikie Suzuki, Akihiko Kondoh, "Modeling three-dimensional forest structures to drive canopy radiative transfer simulations of bidirectional reflectance factor", International Journal of Digital Earth, 11(10), 981-1000, 2018 (*Corresponding author)
            24. Zhiyong Yang, Miaogen Shen, Shugang Jia, Li Guo, Wei Yang, Cong Wang, Xuehong Chen, Jin Chen, "Asymmetric Responses of the End of Growing Season to Daily Maximum and Minimum Temperatures on the Tibetan Plateau", Journal of Geophysical Research- Atmospheres, 122(24), 13278-13287, 2017
            25. Meng Liu, Wei Yang*, Jin Chen, Xuehong Chen, "An Orthogonal Fisher Transformation-based Unmixing Method towards Estimating Fractional Vegetation Cover in Semiarid Areas", IEEE Geoscience and Remote Sensing Letters, 14, 449-453, 2017 (*Corresponding author)
            26. Nan Cong, Miaogen Shen, Wei Yang, Zhiyong Yang, Genxin Zhang, Shilong Piao, "Varying responses of vegetation activity to climate changes on the Tibetan Plateau grassland", International Journal of Biometeorology, 61, 1433-1444, 2017
            27. Nan Cong, Miaogen Shen, Shilong Piao, Xiaoqiu Chen, Shuai An, Wei Yang, Yongshuo H Fu, Fandong Meng, Tao Wang, "Little change in heat requirement for vegetation green-up on the Tibetan Plateau over the warming period of 1998-2012", Agricultural and Forest Meteorology, 232, 650-658, 2017

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            1. Min Lung Cheng, Masashi Matsuoka, Wen Liu, Fumio Yamazaki, "Near-real-time gradually expanding 3D land surface reconstruction in disaster areas by sequential drone imagery," Automation in Construction, 135, 2022年3月*
            2. Yihao Zhan, Wen Liu, Yoshihisa Maruyama, "Damaged building extraction using modified Mask R-CNN model using post-event aerial images of the 2016 Kumamoto Earthquake," Remote Sensing, 14, (4), 2022年2月*
            3. Wen Liu, Yoshihisa Maruyama, Fumio Yamazaki, "Detection of collapsed bridges from multi-temporal SAR intensity images by machine learning techniques," Remote Sensing , 13, (17), 2021年9月*
            4. Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura, "Learning from multimodal and multitemporal earth observation data for building damage mapping," ISPRS Journal of Photogrammetry and Remote Sensing , 175, 132-143, 2021年5月*
            5. Tamara Alshaikhli, Wen Liu, Yoshihisa Maruyama, "Simultaneous extraction of road and centerline from aerial images using a deep convolutional neural network," Journal of Photogrammetry and Remote Sensing, 10, (3), 2021年3月
            6. Wen Liu, Kiho Fujii, Yoshihisa Maruyama, Fumio Yamazaki, "Inundation assessment of the 2019 Typhoon Hagibis in Japan using multi-temporal Sentinel-1 intensity images," Remote Sensing, 13, (4), 2021年2月*
            7. 劉 ウェン, 丸山 喜久, "航空写真を用いた令和元年房総半島台風による建物屋根被害の検討," 土木学会論文集B1(水工学), 76, (1), 166-176, 2020年*
            8. Luis Moya, Erick Mas, Fumio Yamazaki, Wen Liu, Shunichi Koshimura, "Statistical analysis of earthquake debris extent from wood-frame buildings and its use in road networks in Japan," Earthquake Spectra , 36, (1), 209-231, 2020年*
            9. Tamara Alshaikhli, Wen Liu, Yoshihisa Maruyama, "Automated method of road extraction from aerial images using a deep convolutional neural network," Applied Sciences, 9, (22), 2019年11月
            10. Yusupujiang Aimaiti, Wen Liu, Fumio Yamazaki, Yoshihisa Maruyama, "Earthquake-Induced Landslide Mapping for the 2018 Hokkaido Eastern Iburi Earthquake Using PALSAR-2 Data," Remote Sensing, 11, (20), 2019年10月*
            11. Wen Liu, Fumio Yamazaki, Yoshihisa Maruyama, "Detection of earthquake-induced landslides during the 2018 Kumamoto earthquake using multitemporal airborne Lidar data," Remote Sensing, 11, (19), 2019年10月*
            12. Wen Liu, Fumio Yamazaki, Yoshihisa Maruyama, "Extraction of inundation areas due to the July 2018 Western Japan torrential rain event using multi-temporal ALOS-2 images," Journal of Disaster Research, 14, (3), 445-455, 2019年3月*
            13. Luis Moya, Homa Zakeri, Fumio Yamazaki, Wen Liu, Erick Mas, Shunichi Koshimura, "3D gray level co-occurrence matrix and its application to identifying collapsed buildings," ISPRS Journal of Photogrammetry and Remote Sensing, 149, 14-28, 2019年3月*
            14. Luis Moya, Erick Mas, Bruno Adriano, Shunichi Koshimura, Fumio Yamazaki, Wen Liu, "An integrated method to extract collapsed buildings from satellite imagery, hazard distribution and fragility curves," International Journal of Disaster Risk Reduction, 31, 1374-1384, 2018年10月*
            15. Yusupujiang Aimaiti, Fumio Yamazaki, Wen Liu, "Multi-sensor InSAR analysis of progressive land subsidence over the coastal city of Urayasu, Japan," Remote Sensing, 10, (8), 2018年8月*
            16. Wen Liu, Fumio Yamazaki, "Review article: Detection of inundation areas due to the 2015 Kanto and Tohoku torrential rain in Japan based on multi-temporal ALOS-2 imagery," Natural Hazards and Earth System Sciences, 18, (7), 1905-1918, 2018年7月*
            17. Wen Liu, Fumio Yamazaki, "Extraction of collapsed bridges due to the 2011 Tohoku-oki earthquake from post-event SAR images," Journal of Disaster Research, 13, (2), 281-290, 2018年3月*
            18. Luis Moya, Fumio Yamazaki, Wen Liu, Masumi Yamada, "Detection of collapsed buildings from lidar data due to the 2016 Kumamoto earthquake in Japan," Natural Hazards and Earth System Sciences, 18, (1), 65-78,2018年1月*
            19. リュウ ウェン, 山崎 文雄, "高解像度SAR画像の強度と位相情報を用いた高層建物の高さ推定," 日本リモートセンシング学会誌 , 38, (2), 149-162, 2018年
            20. Takashi Nonaka, Tomohito Asaka, Keishi Iwashita, Wen Liu, Fumio Yamazaki, Tadashi Sasagawa, "Quantitative analysis of relative geolocation accuracy of the TerraSAR-X enhanced ellipsoid corrected product," Journal of Applied Remote Sensing , 11, (4), 2017年10月
            21. Yusupujiang Aimaiti, Fumio Yamazaki, Wen Liu, Alimujiang Kasimu, "Monitoring of Land-Surface Deformation in the Karamay Oilfield, Xinjiang, China, Using SAR Interferometry," Applied Sciences, 7, (8), 2017年8月
            22. Homa Zakeri, Fumio Yamazaki, Wen Liu, "Texture Analysis and Land Cover Classification of Tehran Using Polarimetric Synthetic Aperture Radar Imagery," Applied Sciences, 7, (5), 2017年5月
            23. Wen Liu, Fumio Yamazaki, "Extraction of collapsed buildings in the 2016 Kumamoto earthquake using multi-temporal PALSAR-2 data," Journal of Disaster Research , 12, (2), 241-250, 2017年3月*
            24. Luis Moya, Fumio Yamazaki, Wen Liu, Tatsuro Chiba, "Calculation of coseismic displacement from lidar data in the 2016 Kumamoto, Japan, earthquake," Natural Hazards and Earth System Sciences, 17, (1), 143-156, 2017年2月*
            25. 井上 和樹, リュウ ウェン, 山崎 文雄, "高分解能衛星SAR画像の変化抽出に基づく津波による橋梁被害把握," 日本地震工学会論文集 , 17, (5), 5_48-5_59, 2017年*
            26. S. Omid Hashemi-Parast, Fumio Yamazaki, Wen Liu, "Monitoring and evaluation of the urban reconstruction process in Bam, Iran, after the 2003 M (w) 6.6 earthquake," Natural Hazards, 85, (1), 197-213, 2017年1月*
            27. Pisut Nakmuenwai, Fumio Yamazaki, Wen Liu, "Automated Extraction of Inundated Areas from Multi-Temporal Dual-Polarization RADARSAT-2 Images of the 2011 Central Thailand Flood," Remote Sensing, 9, (1), 2017年1月*




















著書



















            1. 劉ウェン,山崎文雄:高分解能 SAR 画像における橋梁の後方散乱特性,リモートセンシングの応用・解析技術-農林水産・環境・防災から建築・土木、高精度マッピングまで-,監修:中山裕則・杉村俊郎,㈱エヌ・ティー・エス,2019年8月




















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