World's Best Scientists 2026 revealed!

D-Index & Metrics

Environmental Sciences

D-Index
40
Citations
7404
World Ranking
7998
National Ranking
159

Overview

Tatsuya Yokota is affiliated with the National Institute for Environmental Studies in Japan. Their research spans multiple interdisciplinary fields including Engineering, Computer Science, and Medicine, with a focus on areas such as Computer Vision and Pattern Recognition, Computational Mathematics, Computational Mechanics, Radiology, Nuclear Medicine and Imaging, and Biomedical Engineering.

The main topics Yokota has explored include tensor decomposition and applications, image and signal denoising methods, sparse and compressive sensing techniques, artificial intelligence in cancer detection, advanced neuroimaging techniques and applications, traffic prediction and management techniques, and advanced image processing techniques.

Yokota has contributed to several publications across respected venues. Notable papers include:

  • "Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting" (2020), Proceedings of the AAAI Conference on Artificial Intelligence
  • "Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction" (2020), IEEE Signal Processing Letters
  • "Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior" (2020), IEEE Transactions on Neural Networks and Learning Systems
  • "Fast Algorithm for Low-rank Tensor Completion in Delay-embedded Space" (2022), 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "Subtype classification of malignant lymphoma using immunohistochemical staining pattern" (2022), International Journal of Computer Assisted Radiology and Surgery

Their research outputs are also frequently published in forums such as arXiv (Cornell University), the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), and IEEE journals and conferences.

Yokota collaborates regularly with several co-authors, notably Hidekata Hontani, Andrzej Cichocki, Qibin Zhao, Qiquan Shi, and Hiromu Takayama, reflecting a network that spans expertise in signal processing, tensor methods, and machine learning applications.

Best Publications

  • New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity

    Christian Frankenberg;Joshua B. Fisher;John Worden;Grayson Badgley

  • Global Concentrations of CO2 and CH4 Retrieved from GOSAT: First Preliminary Results

    T. Yokota;Y. Yoshida;Nawo Eguchi;Y. Ota

  • Retrieval algorithm for CO 2 and CH 4 column abundances from short-wavelength infrared spectral observations by the Greenhouse gases observing satellite

    Y. Yoshida;Y. Ota;Y. Ota;N. Eguchi;N. Kikuchi

  • Improvement of the retrieval algorithm for GOSAT SWIR XCO2 and XCH4 and their validation using TCCON data

    Y. Yoshida;N. Kikuchi;I. Morino;O. Uchino

  • Preliminary validation of column-averaged volume mixing ratios of carbon dioxide and methane retrieved from GOSAT short-wavelength infrared spectra

    I. Morino;O. Uchino;M. Inoue;Y. Yoshida

  • The Greenhouse Gas Climate Change Initiative (GHG-CCI): Comparison and quality assessment of near-surface-sensitive satellite-derived CO2 and CH4 global data sets

    M Buchwitz;Markus Reuter;O Schneising;Hartmut Boesch

  • Regional CO 2 flux estimates for 2009–2010 based on GOSAT and ground-based CO 2 observations

    S. Maksyutov;H. Takagi;V. K. Valsala;V. K. Valsala;M. Saito

  • Benchmark results in vector atmospheric radiative transfer

    Alexander A. Kokhanovsky;Vladimir P. Budak;Celine Cornet;Minzheng Duan

  • Matrix formulations of radiative transfer including the polarization effect in a coupled atmosphere–ocean system

    Yoshifumi Ota;Akiko Higurashi;Teruyuki Nakajima;Tatsuya Yokota

  • Impact of aerosol and thin cirrus on retrieving and validating XCO2 from GOSAT shortwave infrared measurements

    S. Guerlet;S. Guerlet;A. Butz;D. Schepers;S. Basu

  • Improved Limb Atmospheric Spectrometer (ILAS) for stratospheric ozone layer measurements by solar occultation technique

    Yasuhiro Sasano;Makoto Suzuki;Tatsuya Yokota;Hiroshi Kanzawa

  • On the accuracy of the CO2 surface fluxes to be estimated from the GOSAT observations.

    Frédéric Chevallier;Shamil Maksyutov;Philippe Bousquet;François-Marie Bréon

  • Effects of atmospheric light scattering on spectroscopic observations of greenhouse gases from space: Validation of PPDF‐based CO2 retrievals from GOSAT

    Sergey Oshchepkov;Andrey Bril;Tatsuya Yokota;Isamu Morino

  • Comparing GOSAT observations of localized CO2 enhancements by large emitters with inventory-based estimates

    Rajesh Janardanan;Shamil Maksyutov;Tomohiro Oda;Tomohiro Oda;Makoto Saito

  • GOSAT-2009 methane spectral line list in the 5550-6236 cm -1 range

    A.V. Nikitin;O.M. Lyulin;S.N. Mikhailenko;V.I. Perevalov

  • On the Benefit of GOSAT Observations to the Estimation of Regional CO2 Fluxes

    H. Takagi;T. Saeki;T. Oda;M. Saito

  • Validation of XCO 2 derived from SWIR spectra of GOSAT TANSO-FTS with aircraft measurement data

    M. Inoue;I. Morino;O. Uchino;Y. Miyamoto

  • A joint effort to deliver satellite retrieved atmospheric CO 2 concentrations for surface flux inversions: the ensemble median algorithm EMMA

    M. Reuter;H. Bösch;H. Bovensmann;A. Bril

  • Comparison of Cloud-Screening Methods Applied to GOSAT Near-Infrared Spectra

    T. E. Taylor;C. W. O'Dell;D. M. O'Brien;N. Kikuchi

  • Effects of atmospheric light scattering on spectroscopic observations of greenhouse gases from space. Part 2: Algorithm intercomparison in the GOSAT data processing for CO2 retrievals over TCCON sites

    Sergey Oshchepkov;Andrey Bril;Tatsuya Yokota;Paul O. Wennberg

  • Improved Limb Atmospheric Spectrometer (ILAS) data retrieval algorithm for Version 5.20 gas profile products

    T. Yokota;H. Nakajima;T. Sugita;H. Tsubaki

Frequent Co-Authors

Isamu Morino
Isamu Morino National Institute for Environmental Studies
Yasuhiro Sasano
Yasuhiro Sasano National Institute for Environmental Studies
Shamil Maksyutov
Shamil Maksyutov National Institute for Environmental Studies
Tsuneo Matsunaga
Tsuneo Matsunaga National Institute for Environmental Studies
Tomohiro Oda
Tomohiro Oda Universities Space Research Association
Nicholas M. Deutscher
Nicholas M. Deutscher University of Wollongong
Christopher W. O'Dell
Christopher W. O'Dell Colorado State University
Hermann Oelhaf
Hermann Oelhaf Karlsruhe Institute of Technology
Ralf Sussmann
Ralf Sussmann Karlsruhe Institute of Technology
Kenneth W. Jucks
Kenneth W. Jucks National Aeronautics and Space Administration

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