Updated on 2026/03/14

写真a

 
INAGAKI ATSUSHI
 
Organization
School of Environment and Society Assistant Professor
Title
Assistant Professor
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Degree

  • Doctor of Engineering ( Tokyo Institute of Technology )

Research Interests

  • Boundary layer meteorology

  • Urban Climate

  • Urban Meteorology

  • 都市水文

Research Areas

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Hydroengineering

Education

  • Tokyo Institute of Technology   Science of Engineering   International Development Engineering

    2005 - 2008

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    Country: Japan

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  • Tokyo Institute of Technology

    2002.4 - 2005.3

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  • University of Hannover   Institute of Meteorology and Climatology

    2003

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  • Tokyo Institute of Technology

    1998.4 - 2002.3

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Research History

  • Institute of Science Tokyo   Assistant Professor

    2024.10

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  • Tokyo Institute of Technology   Assistant Professor

    2016.4 - 2024.9

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  • Tokyo Institute of Technology   Assistant Professor

    2010.10 - 2016.3

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  • Tokyo Institute of Technology   Assistant Professor

    2008.4 - 2010.10

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  • :日本学術振興会 特別研究員(DC1)

    2005 - 2008

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Professional Memberships

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Papers

  • High-resolution outdoor heat-risk modeling for city central areas with applications to Tokyo and Lyon Reviewed

    Alvin C.G. Varquez, Janat Taerakul, Florent Renard, Lucille Alonso, Sunkyung Choi, Ryoga Hiroki, Yasunobu Ashie, Eiko Kumakura, Makoto Okumura, Shinya Hanaoka, Atsushi Inagaki, Manabu Kanda

    Sustainable Cities and Society   125   106344 - 106344   2025.5

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.scs.2025.106344

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  • DYNAMIC DIAGNOSIS OF WIND SPEED IN URBAN DISTRICT ASSUMING SIMILARITY OF TURBULENCE STATISTICTS Reviewed

    NAKAI Kaho, INAGAKI Atsushi, KANDA Manabu, JUNNAEDHI I Dewa G. A., HASEGAWA Yuta, ONODERA Naoyuki

    Japanese Journal of JSCE   81 ( 16 )   24-16195   2025

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    This study proposed a method to instantly assess the spatial distribution of detailed turbulence statistics within an urban district by referring to an urban turbulence database calculated from LES simulation. The turbulence statistics within an urban district are generally determined by the urban geometry and the main wind direction of the mean flow. Based on this characteristic, LES calculations were performed for each of 16 representative wind directions, and a database of the spatial distribution of turbulence statistics in urban areas was created. The database is referred to in accordance with meteorological information from a wide-area meteorological station, and the representative velocity is scaled to enable instantaneous diagnosis of turbulence statistics within a urban district. The output diagnostic value of the mean wind speed has a linear relationship with the observed value, confirming that the mean flow within an urban district is generally determined only by the urban geometry and the main wind direction, thus demonstrating the validity of the method. On the other hand, when the accuracy of the representative wind speed values in the estimated area is insufficient, there is a difference between the diagnosed value and the observed value.

    DOI: 10.2208/jscejj.24-16195

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  • EVALUATION OF SMALL WIND POWER GENERATION UTILIZING TURBULENT ENERGY GENERATED IN URBAN AREAS Reviewed

    HIRADE Daiki, INAGAKI Atsushi, KANDA Manabu, HEMTHAVY Pasomphone, TAKAHASHI Kunio

    Japanese Journal of JSCE   81 ( 16 )   24-16197   2025

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    In light of the recent emphasis on energy harvesting, the technology utilizing tiny amounts of energy around us to realize sustainable society, we focused on small wind generation that utilize energy from turbulent flows generated in urban areas. In this study, we developed an algorithm to estimate the instantaneous theoretical maximum power generation utilizing urban wind, which is highly variable with time and has large turbulence intensity. When the load resistance in the circuit was dynamically controlled based on the wind speed, it was found that the higher the turbulence intensity, the higher the power gen-eration efficiency under the same mean wind speed. We point out that dynamically controlled load resistance could improve power generation by at least 2.6 times compared to the fixed resistance case.

    DOI: 10.2208/jscejj.24-16197

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  • GLOBAL ANTHROPOGENIC HEAT EMISSION PROJECTIONS INFORMED BY AN INTEGRATED ASSESSMENT MODEL Reviewed

    SEKIYA Mitsuna, VARQUEZ Alvin C. G., KHANH Do Ngoc, INAGAKI Atsushi, KANDA Manabu, IHARA Tomohiko, ITSUBO Norihiro

    Japanese Journal of JSCE   81 ( 16 )   24-16131   2025

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    This study proposes a dynamic and integrated modeling approach to predict anthropogenic heat emissions (AHE), which are additional heat sources on the Earth's surface resulting from urban human energy consumption, by utilizing an integrated assessment model (IAM) and high-resolution heat emission datasets. Based on energy consumption data obtained from IAM and adjusted using heating degree days (HDD) and cooling degree days (CDD) acquired from climate models, we improved the accuracy and resolution of AHE predictions. This model integrates IAM outputs to enhance Shared Socioeconomic Pathway (SSP) scenarios, which were previously limited, enabling predictions under various future conditions. Our methodology provides an essential tool for simulating the impacts of policy changes and technological developments on urban heat emissions, supporting stakeholders in formulating effective urban and environmental policies. The results of this study emphasize the importance of considering urban expansion and climate change in future AHE predictions, setting new standards in urban environmental research and providing a framework for future urban climate adaptation strategies.

    DOI: 10.2208/jscejj.24-16131

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  • OBSERVATION OF WIND ON THE SURFACE OF MT. FUJI USING THE THERMAL IMAGING VELOCIMETRY(TIV) Reviewed

    FUJIMAKI Minori, INAGAKI Atsushi, MAKEDONAS Alexandros Marios, KANDA Manabu

    Japanese Journal of JSCE   81 ( 16 )   24-16191   2025

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    Thermal Image Velocimetry (TIV) is a method for identifying the two-dimensional wind velocity field near the ground surface. In this study, we applied TIV in the detrection of spatial wind velocity distribution along the three-dimensional and complex surface of Mt. Fuji. This is accomplished by introducing the raytraicing technique. This works to project 2D thermal image in the camera to the 3D disgital surface model of the Mt.Fuji. Then, usual algorithm of TIV can detect the temperature fluttuaiotn pattern in the surface temperature could be tracked 3-dimensionally. As a result, spatial velocity distribution along the mountain surface was detected in a range of 4 km by 3 km of the southern side. The visualization of the movemet of the surface temperature pattern showed the local wind flowing around a local peak of Mt. Fuji. It is also visualized that the streaky temperature fluctuation pattern developed perppendiculat to the main wind direction of the ascending motion of along the mouain surface, which cannot be seen in an ordinal atmospheric boundary layer.

    DOI: 10.2208/jscejj.24-16191

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  • UNIVERSALITY OF MESO-SCALE SPECTRUM IN SURFACE WIND Reviewed

    AKITA Kosuke, INAGAKI Atsushi, KANDA Manabu, SEINO Naoko

    Japanese Journal of JSCE   81 ( 16 )   24-16192   2025

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    The wind spectrum of the atmospheric boundary layer is composed of the two well-known energy peaks. These are, the high frequency peak due to convection in the boundary layer, and the low frequency peak due to baroclinic instability. While the high-frequency peak has been well studied in many previous studies, the low-frequency peak has not been examined as often. This is because long-term data is required to investigate low-frequency phenomena, and data collection is difficult. In this study, the characteristics and formulation of the inertial range that appears from 5 to 24 hours in the wind spectrum were examined. Wind data from meteorological observation towers were used to analyze wind spectrum for up to 17 years. The results show that the interannual variation of the wind speed spectrum is linked to the interannual variation trend of the annual mean wind speed, and that the energy dissipation rate depends on the mean wind speed.

    DOI: 10.2208/jscejj.24-16192

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  • MACHINE LEARNING MODELING OF NEAR SURFACE URBAN AIRFLOW USING URBAN TURBUELNT FLOW DATABASE Reviewed

    INAGAKI Atsushi, KANDA Manabu

    Japanese Journal of JSCE   81 ( 16 )   24-16196   2025

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    This study uses machine learning to develop a model for estimating turbulence statistics in an urban area using building height, vegetation distribution, and elevation as input. Machine learning generally requires a large amount of training data. Therefore, we used a database of the turbulent statistics within an urban district which covers the entire Tokyo 23 wards in 2 m resolution. This database enables us to learn several thousands of 320 x 320 m2 areas. The results show that the horizontal distributions of mean streanwie velocity, spanwise wind velocity, and turbulent kinetic energy at a height of 2 m above the ground can be estimated with significant accuracy. In addition, the spatial mean values of within the test area be estimated with higher accuracy. On the other hand, the accuracy of the estimation for open space with no building or vegetaion was not good, which may be due to the influence of the outside of the test area is more strongly reflected.

    DOI: 10.2208/jscejj.24-16196

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  • Structure of drifting snow simulated by Lagrangian particle dispersion model coupled with large-eddy simulation using the lattice Boltzmann method Reviewed

    Tsutomu Watanabe, Shuhei Ishikawa, Masayuki Kawashima, Kou Shimoyama, Naoyuki Onodera, Yuta Hasegawa, Atsushi Inagaki

    Journal of Wind Engineering and Industrial Aerodynamics   250   105783 - 105783   2024.7

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.jweia.2024.105783

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  • DATABASE OF TURBULENT FLOW STATISTICS IN URBAN DISTRICT CREATED BY NUMERICAL SIMULATION Reviewed

    INAGAKI Atsushi, NOMURA Kirara, KANDA Manabu

    Japanese Journal of JSCE   80 ( 16 )   23-16100   2024

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    This study aims to create a database of turbulent flow statistics within the urban district based on an urban turbulent boundary layer simulation. The inflow turbulence gradually loses its characteristics while progressing and developing the turbulent boundary layer. Turbulence finally becomes well-adjusted to the local surface conditions that are generally represented by massive obstacles in urban districts. This concept allows for the decomposition of a huge computational domain and a reconstruction of the simulation results of the decomposed simulation pieces. We apply this to create a mean flow database in the urban canopy layer of the Tokyo 23 wards. The simulation domain was decomposed in spanwise and streamwise directions. This resulted in the mean wind speed distributions being generally reconstructable after friction velocity normalization without any additional adjustments. On the other hand, if organized turbulent structures develop and stay for significant time above the building canopy, the mean flow structure is disturbed, and the quality of the reconstruction worsen.

    DOI: 10.2208/jscejj.23-16100

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20H02253/

  • Seasonal sea breeze variation analysis based on multi‐year near‐surface observations in Jakarta, Indonesia Reviewed

    I Dewa Gede Agung Junnaedhi, Atsushi Inagaki, Muhammad Rezza Ferdiansyah, Manabu Kanda

    International Journal of Climatology   43 ( 11 )   5177 - 5195   2023.6

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    Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    <jats:title>Abstract</jats:title><jats:p>In this study, multi‐year near‐surface observations were conducted at two sites in Jakarta, Indonesia to analyse seasonal sea breeze variation. Seasonal length was defined using observed zonal wind components, the rainy season was defined as December–March, and the dry season was defined as May–September. We found that the sea breeze in Jakarta started earlier, propagated more rapidly, and lasted for a shorter period of time during the rainy than dry season. Variation in the air temperature difference between urban and coastal areas of Jakarta was the major factor driving sea breeze seasonal variation. During the rainy season, night‐time cloud downwelling decreased this air temperature difference, causing earlier sea breeze onset and more rapid sea breeze propagation due to a weaker land breeze. By contrast, during the dry season, intense night‐time radiative cooling inland caused a strong negative temperature difference that produced a stronger land breeze, thus, slowing sea breeze propagation. Seasonal differences in urban surface heating and urban heat island circulation may also affect sea breeze onset and propagation speed. Discrepancies in thermal properties between urban core and coastal areas of Jakarta also prolonged positive temperature differences after sunset, thus extending the sea breeze duration in the dry season.</jats:p>

    DOI: 10.1002/joc.8139

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-19KK0105/

  • Robustness of the Mean Flow Similarity in an Urban Roughness Sublayer to Different Inflow Properties Reviewed

    Atsushi Inagaki, Ryo Inoue, Manabu Kanda, Yasuaki Mori

    Boundary-Layer Meteorology   186 ( 3 )   455 - 474   2022.12

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    Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    DOI: 10.1007/s10546-022-00764-z

    DOI: 10.2208/jscejj.23-16100_references_DOI_37Op5dKx7SeNG2QRHG3N3Z5w5gc

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    Other Link: https://link.springer.com/article/10.1007/s10546-022-00764-z/fulltext.html

  • IMPROVEMENT OF ROUGHNESS LENGTH MODELLING FOR DENSELY PACKED HIGHRISE BUILDING AREAS Reviewed

    稲垣厚至, 渡辺佑, MAKEDONAS Alexandros Marios, KHANH Do Ngoc, 神田学

    土木学会論文集 B1(水工学)(Web)   78 ( 2 )   2022

  • VARIATION OF THE MEAN WIND PROFILE WITHIN THE ATMOSPHERIC SURFACE LAYER MEASURED BY DOPPLER LIDAR Reviewed

    Yuki ITO, Ryoko ODA, Atsushi INAGAKI, Naoko SEINO

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   78 ( 2 )   I_325 - I_330   2022

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    Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    DOI: 10.2208/jscejhe.78.2_i_325

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  • Coherent Eddies Transporting Passive Scalars Through the Plant Canopy Revealed by Large-Eddy Simulations Using the Lattice Boltzmann Method Reviewed

    Tsutomu Watanabe, Marie Takagi, Kou Shimoyama, Masayuki Kawashima, Naoyuki Onodera, Atsushi Inagaki

    Boundary-Layer Meteorology   181 ( 1 )   39 - 71   2021.7

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    Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    <title>Abstract</title>A double-distribution-function lattice Boltzmann model for large-eddy simulations of a passive scalar field in a neutrally stratified turbulent flow is described. In simulations of the scalar turbulence within and above a homogeneous plant canopy, the model’s performance is found to be comparable with that of a conventional large-eddy simulation model based on the Navier–Stokes equations and a scalar advection–diffusion equation in terms of the mean turbulence statistics, budgets of the second moments, power spectra, and spatial two-point correlation functions. For a top-down scalar, for which the plant canopy serves as a distributed sink, the variance and flux of the scalar near the canopy top are predominantly determined by sweep motions originating far above the canopy. These sweep motions, which have spatial scales much larger than the canopy height, penetrate deep inside the canopy and cause scalar sweep events near the canopy floor. By contrast, scalar ejection events near the canopy floor are induced by coherent eddies generated near the canopy top. The generation of such eddies is triggered by the downward approach of massive sweep motions to existing wide regions of weak ejective motions from inside to above the canopy. The non-local transport of scalars from above the canopy to the canopy floor, and vice versa, is driven by these eddies of different origins. Such non-local transport has significant implications for the scalar variance and flux budgets within and above the canopy, as well as the transport of scalars emitted from the underlying soils to the atmosphere.

    DOI: 10.1007/s10546-021-00633-1

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    Other Link: https://link.springer.com/article/10.1007/s10546-021-00633-1/fulltext.html

  • APPLICATION OF THERMAL IMAGE VELOCIMETRY TO URBAN AREA Reviewed

    KIRITANI Sosuke, INAGAKI Atsushi, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   77 ( 2 )   I_1297 - I_1302   2021

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    Thermal Image Velocimetry (TIV) is the method to measure the 2-dimentional wind field tracking the temperature displacement caused by advected turbulent heat exchange using TIR camera. So far, this method has been applied to the surface whose heat capacity is low so as to easily capture the turbulence-caused temperature displacement. We applied TIV to the high-heat-capacity asphalt road within urban canopy for the first time. As a result, we could conduct TIV observation even to the asphalt surface, observing complex wind field within the uraban canopy. Then we need to conduct temporal filtering with larger filter than the cycle of the random noise, which can be estimated by the spectral analysis of the displacement of the surface temperature. Even low performance TIR camera can conduct TIV observation if we set the large temporal filter enough compared to that of high performance TIR camera. And we found the possibility that we can change the size of tracking turbulent structure by changing the filter size,

    DOI: 10.2208/jscejhe.77.2_i_1297

    DOI: 10.2208/jscejj.24-16191_references_DOI_ItZlse8H8pyclahUioZGLu7rFIW

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20H02253/

  • EVALUATION OF MULTIPLE SIMULATED SEA-BREEZE EVENTS IN TROPICAL MEGACITY USING HIGH-TEMPORAL-RESOLUTION OBSERVATION DATA Reviewed

    I Dewa G. A. JUNNAEDHI, INAGAKI Atsushi, VARQUEZ Alvin C. G., KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   77 ( 2 )   I_1309 - I_1314   2021

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    Simulation of seven sea-breeze days (SBD) during dry season in tropical megacity of Jakarta was carried out using WRF with detailed urban representation. Model simulations were evaluated using satellite derived cloud line and high-temporal-resolution meteorological data obtained from observation campaign in 2017 and 2018. Results shows that WRF with detailed urban representation was able to simulate sea-breeze features and the associative boundary layer development. In the early stage of sea-breeze, model convergence line associated with sea-breeze front were matched against cloud line derived from satellite imagery. WRF tend to produce earlier sea-breeze occurrence due to overestimation of shortwave radiation and underestimation of latent heat flux. In general, simulated wind speed, temperature and relative humidity shows good agreement with observed values. Model also able to well simulate sea-breeze features, including lower boundary layer over Jakarta associated with thermal induced boundary layer (TIBL). Sea-breeze TIBL is influenced by coastal form of Jakarta and might plays important factor in air quality over the city.

    DOI: 10.2208/jscejhe.77.2_i_1309

    DOI: 10.1002/joc.8139_references_DOI_N3xXElQp6f3LLAxclqhsYAJKPSZ

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-19KK0105/

  • Use of Thermal Image Velocimetry to Measure a Dust-Devil-Like Vortex Within a Sports Ground in a Residential Area Reviewed

    Atsushi Inagaki, Manabu Kanda

    Boundary-Layer Meteorology   2021

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media B.V.  

    DOI: 10.1007/s10546-021-00674-6

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  • Large-Eddy Simulation of Neutrally-Stratified Turbulent Flow Within and Above Plant Canopy Using the Central-Moments-Based Lattice Boltzmann Method Reviewed

    Tsutomu Watanabe, Kou Shimoyama, Masayuki Kawashima, Yasuko Mizoguchi, Atsushi Inagaki

    BOUNDARY-LAYER METEOROLOGY   176 ( 1 )   35 - 60   2020.4

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  • Overview of the PALM model system 6.0 Reviewed

    Björn Maronga, Sabine Banzhaf, Cornelia Burmeister, Thomas Esch, Renate Forkel, Dominik Fröhlich, Vladimir Fuka, Katrin Frieda Gehrke, Jan Geletič, Sebastian Giersch, Tobias Gronemeier, Günter Groß, Wieke Heldens, Antti Hellsten, Fabian Hoffmann, Atsushi Inagaki, Eckhard Kadasch, Farah Kanani-Sühring, Klaus Ketelsen, Basit Ali Khan, Christoph Knigge, Helge Knoop, Pavel Krč, Mona Kurppa, Halim Maamari, Andreas Matzarakis, Matthias Mauder, Matthias Pallasch, Dirk Pavlik, Jens Pfafferott, Jaroslav Resler, Sascha Rissmann, Emmanuele Russo, Mohamed Salim, Michael Schrempf, Johannes Schwenkel, Gunther Seckmeyer, Sebastian Schubert, Matthias Sühring, Robert von Tils, Lukas Vollmer, Simon Ward, Björn Witha, Hauke Wurps, Julian Zeidler, Siegfried Raasch

    Geoscientific Model Development   13 ( 3 )   1335 - 1372   2020.3

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    Publishing type:Research paper (scientific journal)   Publisher:Copernicus GmbH  

    Abstract. In this paper, we describe the PALM model system 6.0. PALM (formerly an abbreviation for Parallelized Large-eddy Simulation Model and now an independent name) is a Fortran-based code and has been applied for studying a variety of atmospheric and oceanic boundary layers for about 20 years. The model is optimized for use on massively parallel computer architectures. This is a follow-up paper to the PALM 4.0 model description in Maronga et al. (2015). During the last years, PALM has been significantly improved and now offers a variety of new components. In particular, much effort was made to enhance the model with components needed for applications in urban environments, like fully interactive land surface and radiation schemes, chemistry, and an indoor model. This paper serves as an overview paper of the PALM 6.0 model system and we describe its current model core. The individual components for urban applications, case studies, validation runs, and issues with suitable input data are presented and discussed in a series of companion papers in this special issue.

    DOI: 10.5194/gmd-13-1335-2020

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  • Detection of sea-breeze inland penetration in the coastal-urban region using geostationary satellite images Reviewed

    Muhammad Rezza Ferdiansyah, Atsushi Inagaki, Manabu Kanda

    Urban Climate   31   100586   2020.3

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    Abstract Sea breeze is closely related to the living environment in coastal-urban regions. Therefore, the framework for sea-breeze detection is crucial. We proposed a framework to derive a two-dimensional distribution of sea-breeze front (SBF) using geostationary satellite images. The framework includes the application of morphological snake algorithm into visible band images for automated detection of the cumulus cloud-lines associated with SBF. The verification was undertaken by comparing the passage time of the cloud-line with the arrival time of the SBF estimated from ground observation. The results show that the cloud-line was reasonably able to represent the arrival time of the SBF with a bias time of 20 min and within a distance of 3 km. The mean penetration speed obtained from the cloud-lines passage was slightly slower than that estimated from the arrival time of SBF (1.4 ms−1 and 1.5 ms−1, respectively). In certain cases, the cloud-lines passage was found to be behind the SBF more than 5 km, particularly in the city center. This indicated the enhanced updraft due to urban-heat-island circulation potentially caused the delayed of cloud-line propagation in certain prevailing wind condition.

    DOI: 10.1016/j.uclim.2020.100586

    DOI: 10.2208/jscejhe.77.2_i_1309_references_DOI_3569yEH8JxqlqUYQ2swVgglFvq4

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  • SIMULATION OF LAGRANGIAN POLLUTANT IN JAKARTA URBAN DISTRICT USING LATTICE BOLTZMANN METHOD Reviewed

    YOKOUCHI Hiroshi, INAGAKI Atsushi, KANDA Manabu, ONODERA Naoyuki

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   76 ( 2 )   I_253 - I_258   2020

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    Hight-resolution pollutant model embedded into Lattice Boltzmann method (LBM) is constructed. We focuse on Particle pollutants. Flow field is calculated using D3Q27 model of LBM and particle is calculated by Lagrangian method. Using this model, we discuss the change in concentration distribution when there is a huge building (GARUDA) in Jakarta as a application.

     As a result, we can find the relation of differences in particle density and differences in flow velocity due to GARUDA. When the velocity in the case w/o GARUDA is faster than the other, particle velocity in the case w/o GARUDA is reduced. The reverse is also possible. And also, we can find the velocity near the solid boundary is underestimated and the particle density is higher than theoretical value. However, this model is valid far away from the solid boundary.

    DOI: 10.2208/jscejhe.76.2_i_253

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  • MEASUREMENT OF SPATIAL DISTRIBUTON OF SURFACE SENSIBLE HEAT FLUX USING THERMAL IMAGE VELOCIMETRY Reviewed

    YOKOYAMA Saki, INAGAKI Atsushi, KANDA Manabu, WAJIMA Masataka

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   76 ( 2 )   I_247 - I_252   2020

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    This study developed a method to measure spatial distribution of the surface sensible heat flux by means of the thermal image velocimetry (TIV) and bulk transfer coefficient. TIV reproduced a spatial distribution of horizontal wind speed near the ground surface. This velocity distribution is used to calculate the sebsible heat flux by multiplying the bulk transfer coefficient of heat. This method is tested in Saitama 2002 stadium, which has a natural turf ground for the football. The method can make accurate measurements of the velocity and the sensible heat flux near the ground as as validated in the ground-based observations. In addition, the method can clarify the spatial heterogeneity of the wind speed and sensible heat flux on the identical soccer ground.

    DOI: 10.2208/jscejhe.76.2_i_247

    DOI: 10.2208/jscejhe.77.2_i_1297_references_DOI_Vj2oGKSWNYfIF20TCAR1GmRpqR7

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  • A METHODOLOGY FOR DIAGNOSIS OF MEAN AIR FLOW DISTRIBUTION WITHIN URBAN CANYON BASED ON LES OVER REALISTIC URBAN GEOMETRY Reviewed

    INOUE Ryo, INAGAKI Atsushi, KANDA Manabu, MORI Yasuaki, NIINO Kosei

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   76 ( 2 )   I_265 - I_270   2020

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    Large-eddy simulation based on lattice-Boltzmann method has been conducted, using different inflow conditions, over a realistic urban geometry including high-rise building area in Shinjuku. Three types of inflow conditions regarding the boundary-layer height and turbulence intensities were reproduced by extending fetch with roughness blocks. The effect of boundary-layer development on mean air flow fields under neutral atmospheric condition has been investigated in a target domain with identical building geometries. The ratio of mean wind speed at the same positions in the different cases corresponded well with the ratio of the friction velocities. This means that mean wind speed within the urban canyon normalized by a bulk friction velocity is solely determined by the building geometry. Therefore, we can reproduce a three dimensional mean wind distribution within the urban canyon diagnostically by referencing a regionally representative velocity scale, which is the friction velocity, and the preprocessed microscale simulation of the target urban district.

    DOI: 10.2208/jscejhe.76.2_i_265

    DOI: 10.2208/jscejj.24-16198_references_DOI_EUeMhoMluMhQFXTKXO582uKP2w0

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  • Inner and Outer-Layer Similarity of the Turbulence Intensity Profile over a Realistic Urban Geometry Reviewed

    Atsushi Inagaki, Yovita Wangsaputra, Manabu Kanda, Meral Yücel, Naoyuki Onodera, Takayuki Aoki

    SOLA   16   120 - 124   2020

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Meteorological Society of Japan  

    The similarity of the turbulence intensity profile with the inner-layer (i.e. from the ground to the top of the logarithmic layer) and the outer-layer (i.e. from the top of the inner layer to top of the boundary layer) scalings were examined for an urban boundary layer using numerical simulations. The simulations consider a developing neutral boundary layer over realistic building geometry with and without a slightly upsloping terrain. The computational domain covers an 19.2 km by 4.8 km and extends up to a height of 1 km, and is resolved by 2-m grids. Several turbulence intensity profiles are defined locally in the computational domain. The inner- and outer-layer scalings work well reducing the scatter of the turbulence intensity within the inner- and outer-layers, respectively, regardless of the surface geometry. Although the main scatters among the scaled profiles are attributed to the mismatch of the parts of the layer (i.e. inner or outer) and the scaling parameters, their behaviours can also be explained by introducing a non-dimensional parameter which consists of the ratio of the inner- and outer-layer parameters for length (the boundary-layer height over the roughness length), or velocity (the external free stream velocity over the friction velocity).

    DOI: 10.2151/sola.2020-021

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  • Evaluation of Human Thermal Comfort along a Marathon Course in Tokyo Metropolis Reviewed

    Kyosuke Kawano, Ryoko Oda, Atsushi Inagaki, Makoto Nakayoshi

    SOLA   16   192 - 197   2020

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    DOI: 10.2151/sola.2020-033

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  • A novel method to obtain three-dimensional urban surface temperature from ground-based thermography Reviewed

    William Morrison, Simone Kotthaus, C.S.B. Grimmond, Atsushi Inagaki, Tiangang Yin, Jean-Philippe Gastellu-Etchegorry, Manabu Kanda, Christopher J. Merchant

    Remote Sensing of Environment   215   268 - 283   2018.9

  • ANNUAL SPECTRAL CHARACTERISTICS OF SURFACE HORIZONTAL WIND SPEED Reviewed

    HE Xiaoqing, INAGAKI Atsushi, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   74 ( 5 )   I_1195 - I_1200   2018

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    This study discussed about the characteristics of long-term period variation of surface wind speed by using surface observations data. We analyzed this data which is one-minute data of three-year length and got from 155 Japanese weather stations that almost covering the whole area of Japan. The results show that all of these 155 spectra from observation sites have a local minimum value, which is called spectral gap at about period of 30 min or the existence of an inflection point. Also we find that if we plot the spectrum in log-log scale, in the lower frequency side, there is also a range showing that the spectral intensity is linearly decreasing with the frequency increasing, just being similar with the inertia subrange in the microscale. The value of this slope from all observation sites is between -1.2~-2.0, which is bigger than the value of -3 derived from the two-dimensional turbulence theory. Moreover, we can find a clear relationship between the slope and the annual mean wind speed. According to this relationship, we tried to model this slope in the mesoscale of spectrum of wind speed. In addition to the above analyses, we also discussed about the difference in the spectrum of different seasons and years.

    DOI: 10.2208/jscejhe.74.5_i_1195

    DOI: 10.2208/jscejj.24-16192_references_DOI_5373GpgSAxRPAUGQDA6YoODaNe8

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  • INFLUENCE OF CLIMATE CHANGE AND URBANIZATION TO FUTURE THERMAL ENVIRONMENT WITHIN A MEGACITY Reviewed

    SUEISHI Takafumi, YUCEL Meral, ASHIE Yasunobu, INAGAKI Atsushi, NAKAYOSHI Makoto, VARQUEZ Alvin C. G., DARMANTO Nisrina, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   74 ( 4 )   I_259 - I_264   2018

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    Recently, temperature in urban areas continue to rise as an effect of climate change and urbanization. Asian megacities are projected to expand rapidly resulting to serious in the future atmospheric environment. Thus, detailed analysis of urban meteorology for Asian megacities is needed to prescribe optimum countermeasure for these warming. A building-resolving large eddy simulation (LES) offline coupled with an energy balance model is conducted for a highly urbanized district in central Jakarta on typical daytime hours. Six cases were considered; two cases which utilized present urban scenario and four cases represent different urban configurations in 2050. The present case was used for validation by comparison with a moving observation of wet bulb temperature (WBGT). Meteorological inputs of the other present case and four future cases were acquired from a downscaling model. The future configurations were based on representative concentration pathways (RCP) and shared socio-economic pathways (SSP). Using the standard new effective temperature (SET*), thermal comfort in urban area in Jakarta was calculated and analyzed. Construction of dense high-rise buildings can reduce SET* (thermal comfort) due to increased shading throughout the district during daytime. Near-surface winds and temperatures were affected by the projected changes in morphology. For example, homogeneous high-rise buildings (case 3 and 4) prevented cooler downdrafts thereby maintaining high potential temperature within the street canyons.

    DOI: 10.2208/jscejhe.74.i_259

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  • ENSEMBLE MEAN CHARACTERISTICS OF URBAN CANOPY LAYER WITHIN A RESIDENTIAL AREA OF TOKYO BASED ON A MOBILE OBSERVATION DATASETS Reviewed

    Riku KAWAMOTO, Atsushi INAGAKI, Manabu KANDA, Muhammad Rezza FERDIANSYAH, Yoji ISHIBASHI

    土木学会論文集B1(水工学)   74 ( 4 )   I_253 - I_258   2018

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    DOI: 10.2208/jscejhe.74.i_253

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  • DIFFERENCE OF WBGT WITHIN A URBAN RESIDENTIAL DISTRICT BETWEEN CLEARSKY AND CLOUDY DAYS BASED ON A MOBILE OBSERVATION Reviewed

    Kyosuke KAWANO, Mizuki UEDA, Atsushi INAGAKI, Ryoko ODA

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   74 ( 4 )   I_247 - I_252   2018

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    DOI: 10.2208/jscejhe.74.i_247

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  • A Numerical Study of Turbulence Statistics and the Structure of a Spatially-Developing Boundary Layer Over a Realistic Urban Geometry Reviewed

    Atsushi Inagaki, Manabu Kanda, Nurul Huda Ahmad, Ayako Yagi, Naoyuki Onodera, Takayuki Aoki

    BOUNDARY-LAYER METEOROLOGY   164 ( 2 )   161 - 181   2017.8

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    DOI: 10.1007/s10546-017-0249-y

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  • Large-Eddy Simulation of the Gust Index in an Urban Area Using the Lattice Boltzmann Method Reviewed

    Nurul Huda Ahmad, Atsushi Inagaki, Manabu Kanda, Naoyuki Onodera, Takayuki Aoki

    BOUNDARY-LAYER METEOROLOGY   163 ( 3 )   447 - 467   2017.6

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    DOI: 10.1007/s10546-017-0233-6

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  • Nature of Streaky Structures Observed with a Doppler Lidar Reviewed

    Ayako Yagi, Atsushi Inagaki, Manabu Kanda, Chusei Fujiwara, Yasushi Fujiyoshi

    BOUNDARY-LAYER METEOROLOGY   163 ( 1 )   19 - 40   2017.4

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    DOI: 10.1007/s10546-016-0213-2

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  • ESTIMATING NEAR-SURFACE WIND FIELD BY AERIAL THERMAL IMAGE VELOCIMETRY Reviewed

    61   Ⅰ_457 - 462   2017

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  • THERMAL IMAGE VELOCIMETRY APPLICATION TO SATELLITE IMAGES DURING SEA-BREEZE EVENT Reviewed

    FERDIANSYAH Muhammad Rezza, INAGAKI Atsushi, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   73 ( 4 )   I_463 - I_468   2017

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    Identifying the pre-convective condition of the atmospheric boundary layer plays an important role in the prediction of extreme weather events. To achieve this, acquisition of low-level flow fields is necessary. Latest available wind vector dataset, called Atmospheric Motion Vector (AMV), is still incapable for estimating near-ground level fields. We investigated the possibility applying the Thermal Image Velocimetry (TIV) method to Himawari-8 satellite retrievals to estimate near-ground level fields in cloud-free areas, identified during days of calm weather with sea-breeze penetration.<br> A sea-breeze day event on August 4,2015 was selected. Average sea-breeze inland penetration speed was estimated to be ~3.6 m/s and ~1.8 m/s from Sagami Bay and Tokyo Bay, respectively. The derived motion vector of advection flow from TIV revealed the general pattern of near-surface atmospheric flow due to sea-breeze phenomena.

    DOI: 10.2208/jscejhe.73.i_463

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  • Evaluation of scintillometery measurements of fluxes of momentum and sensible heat in the roughness sublayer Reviewed

    Hirofumi Sugawara, Atsushi Inagaki, Matthias Roth, Manabu Kanda

    THEORETICAL AND APPLIED CLIMATOLOGY   126 ( 3-4 )   673 - 681   2016.11

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    DOI: 10.1007/s00704-015-1556-1

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  • A PARAMETER DEFINING THE HEIGHT OF SURFACE LAYER EXPLICITLY AND UNIQUELY Reviewed

    ODA Ryoko, INAGAKI Atsushi, YAGI Ayako, KANDA Manabu, FUJIYOSHI Yasushi

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   72 ( 4 )   I_79 - I_84   2016

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    We proposed a new height parameter which explicitly and uniquely specifies the potential range of surface layer regardless of daytime mixed layer, nocturnal stable layer, or indoor free stream topped on it. This parameter is defined as the level where the momentum flux becomes zero by extrapolating the momentum flux profile within the surface layer to the top. We conducted multi-point Doppler lidar observations in Tokyo to test this parameter. Two Doppler lidars were used to measure the vertical distribution of the momentum flux at two locations to test the new parameter proposed in this study. The other one is used to measure the height of the atmospheric boundary layer for comparison. When the mixed-layer is well developed, the height of surface layer reached about 15% of the mixed layer height, which is consistent with the conventional estimates. It is also observed that the diurnal variations of the height of surface layer and mixed layer are negatively correlated.

    DOI: 10.2208/jscejhe.72.i_79

    DOI: 10.2208/jscejhe.78.2_i_325_references_DOI_IBPbmVwu5FrNkWAV3N97yrvpKqd

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  • Application of the Thermal Image Velocimetry to Measure and Visualize Spatial Distribution of Near Surface Wind Reviewed

    Atsushi INAGAKI

    Journal of Japan Society of Hydrology and Water Resources   29 ( 3 )   186 - 195   2016

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    DOI: 10.3178/jjshwr.29.186

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  • A New Parametrization of Mixing Length in an Urban Canopy Derived from a Large-Eddy Simulation Database for Tokyo Reviewed

    H. Kondo, A. Inagaki, M. Kanda

    Boundary-Layer Meteorology   156 ( 1 )   131 - 144   2015.4

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    DOI: 10.1007/s10546-015-0019-7

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  • Small-scale spatial variability of turbulence statistics, (co)spectra and turbulent kinetic energy measured over a regular array of cube roughness Reviewed

    Matthias Roth, Atsushi Inagaki, Hirofumi Sugawara, Manabu Kanda

    ENVIRONMENTAL FLUID MECHANICS   15 ( 2 )   329 - 348   2015.4

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  • ANALYSIS OF SPACING OF STREAKY COHERENT STRUCTURES USING DOPPLER LIDAR Reviewed

    YAGI Ayako, INAGAKI Atsushi, KANDA Manabu, FUJIWARA Chusei, FUJIYOSHI Yasushi

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   71 ( 4 )   I_415 - I_420   2015

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    We conducted continuous observation for three months using Doppler lidar to investigate characteristic of the spacing of streaky coherent structures which include horizontal roll vortex and streak above urban area, Tokyo. The spacing of streaky coherent structures was estimated from the power spectrum density of horizontal velocity fluctuation. The spacing normalized by boundary layer height decreases with decreasing atmospheric stability In stable condition, and varies in a wide range under weakly unstable condition. A remarkable finding is that normalized local wind shear can consistently explain the normalized spacing of streaky coherent structures developed under stable, neutral and unstable conditions. In other words, local wind shear plays a significant role to decide spacing of such streaky coherent structures as horizontal roll vortex and streak.

    DOI: 10.2208/jscejhe.71.i_415

    DOI: 10.3130/aije.86.185_references_DOI_4wXLbKKt6WuQuTXe1tPYHf20FIY

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  • LARGE EDDY SIMULATION OF THE GUST FACTOR USING LATTICE BOLTZMANN METHOD WITHIN A HUGE AND HIGH RESOLUTION URBAN AREA OF TOKYO Reviewed

    59   I_37 - 42   2015

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  • COMPARISON BETWEEN ADVECTION VELOCITY OF SURFACE BRIGHTNESS TEMPERATURE AND WIND VELOCITY NEAR GROUND Reviewed

    IWATSUKA Eiji, INAGAKI Atsushi, ZHANG Yiqun, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   71 ( 4 )   I_427 - I_432   2015

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    Several methods are established for measuring two-dimensional horizontal velocity distribution for outdoor flow field. Yet, a method to measure the turbulent structure of 10~100 meter scale is lacking.TIV (Thermal Image Velocimetry), which is introduced in this paper is adequate to the range and has quantitatively measured dust devil like vortex and upward flow near the wall in the past researches. However, advection velocity of TIV and wind speed relation is not yet clarified. In this research, horizontal surface wind speed distribution in an outdoor artificial turf football field were estimated from a TIV observation experiment that took place during sunny daytime in Sep. 2013. Two dimensional horizontal advection speed vector estimated from thermal camera and wind speed measured by 5 sonic anemometers were compared for all 21 observation cases by 10 minute intervals.

    DOI: 10.2208/jscejhe.71.I_427

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  • THERMAL LARGE EDDY SIMULATION WITH SENSIBLE HEAT FLUX DISTRIBUTION FROM VARIOUS 3D BUILDING GEOMETRIES Reviewed

    BAKKALI Mohammed, INAGAKI Atsushi, ASHIE Yasunobu, YOSHIDA Yuma, KANDA Manabu, RAASCH Siegfried

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   71 ( 4 )   I_433 - I_438   2015

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    Large Eddy Simulation (LES) with realistic three-dimensional building geometries have been performed for both neutral conditions and unstable thermal conditions. Parallelized Large-Eddy Simulation (PALM) has been implemented for LES modelling. Heterogeneous three-dimensional sensible heat fluxes over impervious urban surfaces at five metres resolution in Shinjuku have been calculated by an urban outdoor-indoor multi-patch energy balance model (3D-City Irradiance). This can calculate sophisticated radiation exchange processes. These values have then been inputted into PALM by the setting of Neumann boundary conditions. The effect of buoyancy from surface heating on turbulent structures within the urban atmospheric boundary layer and the urban canopy layer has generally been investigated. Moreover, special attention has been paid to streaky mechanical and thermal turbulent structures above high-rise buildings, which have been considerably altered.

    DOI: 10.2208/jscejhe.71.i_433

    DOI: 10.2208/jscejhe.74.i_259_references_DOI_46aD59Y64339k8j3FGalWRHLVVT

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  • LARGE-EDDY SIMULATION OF AN URBAN CANOPY USING A SYNTHETIC TURBULENCE INFLOW GENERATION METHOD Reviewed

    GRONEMEIER Tobias, INAGAKI Atsushi, GRYSCHKA Micha, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   59 ( 4 )   I_43 - 48   2015

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    When simulating the turbulent flow around urban structures with large-eddy simulation models it is often necessary to use non-cyclic boundary conditions in streamwise direction. In such cases a turbulent inflow condition at the inlet is favored although it is highly difficult to obtain. A synthetic turbulence generator, modelling turbulence statistics and correlations, is used to generate a turbulent inflow for large-eddy simulations. Results are compared with simulations using laminar inflow. An artificial urban canopy consisting of aligned buildings with cubical shape was used. Two simulations contained one additional tall building located at the center of the domain. The turbulence statistics show a well-developed urban boundary layer above the building arrays for each simulation. Higher turbulence intensity was found when using the turbulence inflow method resulting in faster development of an urban boundary layer.

    DOI: 10.2208/jscejhe.71.i_43

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  • CLASSIFICATION OF HORIZONTAL TURBULENT STRUCTURE IN TERMS OF SIMILARITY LAW Reviewed

    YAGI Ayako, INAGAKI Atsushi, KANDA Manabu, FUJIWARA Chusei, FUJIYOSHI Yasushi

    PROCEEDINGS OF THE JAPANESE CONFERENCE ON HYDRAULICS   70 ( 4 )   I_325 - I_330   2014

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    Horizontal turbulent flow fields within atmospheric boundary layer above an urban area (Tokyo, Japan) measured by Doppler lidar in autumn and winter were visually classified into six groups, Streak, No streak, Mixed, Fish net, Front, The others. The conditions of each flow occurrence were examined with observed surface meteorological data and related scaling parameters. The following results were obtained: (1)Streak dominates 64% of all valid data, while Fish net does only 2%. No streak and The others, look more laminar rather than turbulent, reach to 20% contribution in total. (2) Each flow patterns can be categorized by . and Re ( is boundary layer height, is the Monin Obukhov length. Re is Reynolds number, the length scale of which is .). (3) Each flow patterns can be categorized by . and Resurf (z is observation height. Resurf is Reynolds number, the length scale of which is .) as well as . and Re. (4) The diagrams of . and Re, and . and Resurf qualitatively illustrate the flow regimes.

    DOI: 10.2208/jscejhe.70.I_325

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  • Thermal Image Velocimetry Reviewed

    Atsushi Inagaki, Manabu Kanda, Shiho Onomura, Hideaki Kumemura

    BOUNDARY-LAYER METEOROLOGY   149 ( 1 )   1 - 18   2013.10

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    DOI: 10.1007/s10546-013-9832-z

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  • Application of Thermal Image Velocimetry for Measurement of Near Surface Atmospheric Flows(<Special Review>Innovative Sensing Techniques in Meteorology) Reviewed

    Atsushi INAGAKI, Manabu KANDA, Graduate School of Science and Engineering Tokyo Institute of Technology, Graduate School of Science and Engineering Tokyo Institute of Technology

    32 ( 4 )   307 - 312   2013.8

  • A New Aerodynamic Parametrization for Real Urban Surfaces Reviewed

    Manabu Kanda, Atsushi Inagaki, Takashi Miyamoto, Micha Gryschka, Siegfried Raasch

    BOUNDARY-LAYER METEOROLOGY   148 ( 2 )   357 - 377   2013.8

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  • Length-Scale Similarity of Turbulent Organized Structures over Surfaces with Different Roughness Types Reviewed

    Hiroshi Takimoto, Atsushi Inagaki, Manabu Kanda, Ayumu Sato, Takenobu Michioka

    Boundary-Layer Meteorology   147 ( 2 )   217 - 236   2013.5

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    DOI: 10.1007/s10546-012-9790-x

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  • CLASSIFICATION OF HORIZONATL FLOW FIELD ABOVE AN URBAN AREA USING DOPPLER LIDAR Reviewed

    Ayako YAGI, Jirou ARIBA, Atushi INAGAKI, Manabu KANDA, Chusei FUJIWARA, Yasushi FUJIYOSHI

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   69 ( 4 )   I_1753 - I_1758   2013

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    DOI: 10.2208/jscejhe.69.i_1753

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  • Application of thermal image velocimetry to a vertical wall in outdoor Invited Reviewed

    31 ( 6 )   491 - 493   2012.12

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  • Wind and Turbulence in Urban Boundary Layers Invited Reviewed

    KANDA Manabu, INAGAKI Atsushi, TAKIMOTO Hiroshi

    Wind Engineers, JAWE   ( 132 )   184 - 191   2012.7

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    DOI: 10.5359/jawe.37.184

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  • ドップラーライダー視線方向速度のパターン追跡による2次元風速場の推定 Reviewed

    八木 綾子, 瀧本 浩史, 稲垣 厚至, 神田 学

    土木学会水工学論文集 B1(水工学)   68 ( 4 )   2012.3

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  • Large-Eddy Simulation of Coherent Flow Structures within a Cubical Canopy Reviewed

    Atsushi Inagaki, Marieta Cristina L. Castillo, Yoshimi Yamashita, Manabu Kanda, Hiroshi Takimoto

    BOUNDARY-LAYER METEOROLOGY   142 ( 2 )   207 - 222   2012.2

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    DOI: 10.1007/s10546-011-9671-8

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  • THERMAL IMAGE VELOCIMERY (TIV) AND APPLICATION TO A BULIDNG WALL Reviewed

    KUMEMURA Hideaki, INAGAKI Atsushi, ONOMURA Shiho, TAKIMOTO Hiroshi, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   68 ( 4 )   I_1753 - I_1758   2012

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    A new technology to estimate velocity fields very close to a ridged wall by using a sequence of thermal images of the wall is proposed. We call this method Thermal Image Velocimetry (TIV). The principle TIV is the same as PIV (Particle Image Velocimetry) but utilizing thermal images instead of particle images. Although TIV can potentially obtain highly fluctuated turbulent fields, the surface temperature (ST) of the target wall should be sensitive to the velocity fluctuation nearby. We apply TIV to a building wall and discuss the performance of TIV. Insulation panels, StyrofoamTM, are attached on the target wall. StyrofoamTM decreases the volumetric heat capacity of the surface thereby increasing the sensitivity of ST to velocity fluctuations. The wind variations estimated by TIV correlate very well with those observed by a sonic anemometer.

    DOI: 10.2208/jscejhe.68.i_1753

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  • QUANTITATIVE ANALYSIS OF DENSITY OF SWARM OF MOSQUITOES BASED ON IN-SITU OBSERVATION IN REVIERSIDE Reviewed

    KONNO Rai, INAGAKI Atsushi, KANDA Manabu, MIYAMOTO Koji

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   68 ( 4 )   I_763 - I_768   2012

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    This study focuses on the problem of "mosquito swarm" along urban rivers. Different from general biological methods (capture, counting and photograph), we adopted a fluid dynamical approach to investigate the temporal-spatial distribution of mosquito swarm. First, a novel device composed of multiple laser sheets is developed as a mosquito counter in order to quantify the density of the swarm. Second, filed observations are done in Nomi River by utilizing this laser device as well as the other conventional meteorological observations. The followings are the major results obtained: (1) Mosquito swarms are apparent only about 1 hours before the sunrise heavily on one-sided (sunlit side) along the river. (2) The hot-sopt of mosquite swarm seems to exist ; the cross sections of urban street perpendicular to the river. The locations were roughly fixed with slight perturbations. (3) The suitable temperature to make swarm is about 22.5ºC.

    DOI: 10.2208/jscejhe.68.i_763

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  • STRUCTURE OF STABLE NOCTURNAL BOUNDARY LAYER IN URBAN AREA DETECTED IN A DOPPLER LIDAR OBSERVATION Reviewed

    Ryoko ODA, Hironori IWAI, Atsushi INAGAKI, Shoken ISHII, Shinsuke SATOH, Shinya SEKIZAWA, Kohei MIZUTANI, Yasuhiro MURAYAMA

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   68 ( 4 )   I_1777 - I_1782   2012

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    DOI: 10.2208/jscejhe.68.i_1777

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  • URBAN AERODYNAMIC PARAMETERIZATION FOR TOKYO DISTRICTS BY USING LARGE-EDDY SIMULATION WITH 3D BUILDING GIS Reviewed

    MIYAMOTO Takashi, INAGAKI Atsushi, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   68 ( 4 )   I_1801 - I_1806   2012

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    This report aims to propose a new aerodynamic parameterization of the urban land surface parameters for mesoscale weather prediction models. Aerodynamic parameters in build-up area are calculated from an output of the large eddy simulation in which the airflow within the building canopy was explicitly resolved with fine grid spacing. Real urban morphologies in Tokyo were implemented in the simulation. Drag coefficients, which were calculated from the numerical simulation, became significantly larger than those from the conventional morphological models widely used. The influence of relevant geometric parameters such as the maximum building height and the deviation of building height on the aerodynamic parameters are discussed. On the base of discussion above, a new simple aerodynamic parameterization is proposed.

    DOI: 10.2208/jscejhe.68.i_1801

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  • The Effects of Inner- and Outer-Layer Turbulence in a Convective Boundary Layer on the Near-Neutral Inertial Sublayer Over an Urban-Like Surface Reviewed

    Marieta Cristina Castillo, Atsushi Inagaki, Manabu Kanda

    BOUNDARY-LAYER METEOROLOGY   140 ( 3 )   453 - 469   2011.9

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  • Particle Image Velocimetry Measurements of Turbulent Flow Within Outdoor and Indoor Urban Scale Models and Flushing Motions in Urban Canopy Layers Reviewed

    Hiroshi Takimoto, Ayumu Sato, Janet F. Barlow, Ryo Moriwaki, Atsushi Inagaki, Shiho Onomura, Manabu Kanda

    BOUNDARY-LAYER METEOROLOGY   140 ( 2 )   295 - 314   2011.8

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  • Convective heat transfer on leeward building walls in an urban environment: Measurements in an outdoor scale model Reviewed

    A. Nottrott, S. Onomura, A. Inagaki, M. Kanda, J. Kleissl

    International Journal of Heat and Mass Transfer   54 ( 15-16 )   3128 - 3138   2011.7

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    DOI: 10.1016/j.ijheatmasstransfer.2011.04.020

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  • INVESTIGATION OF THERMAL BOUNDARY LAYER ALONG THE VERTICAL WALL OF A BUILDING Reviewed

    ONOMURA Shiho, HATTORI Yasuo, INAGAKI Atsushi, TAKIMOTO Hiroshi, KANDA Manabu

    Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)   67 ( 4 )   I_337 - I_342   2011

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    Thermal boundary layers along the wall of a building were measured by using a thermocouple rake perpendicularly installed to the wall and a sonic anemometer with a high sampling frequency. In order to measure the temperature in the viscous layer, four thermocouples were set within 1mm from the wall surface. The Grashof number, Grx, which is a non-dimensional parameter of buoyant flows, was varied from 109 to 1012, to examine the scale effects. The boundary layer thickness normalized with similarity parameters for laminar natural convection was estimated, and the value is related to the fetch of heated wall. The measured temperature profiles were found to be composed of three layers. The layer closest to the wall is mainly controlled by the buoyancy flow due to heat from the wall, whereas in the farthest layer, the effects of the forced convection flows of the atmosphere become dominant. The middle layer is influenced by both the buoyancy flow and the forced convection flows.

    DOI: 10.2208/jscejhe.67.i_337

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-21360233/

  • 都市キャノピー層内の乱流特性 -上空の乱流組織構造の影響- Reviewed

    山下佳美, 稲垣厚至, Marieta Cristina, L. CASTILLO, 瀧本浩史, 神田 学

    水工学論文集   54   283-288. - 288   2010

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  • Organized Structure of Active Turbulence Over an Array of Cubes within the Logarithmic Layer of Atmospheric Flow Reviewed

    Inagaki, A. Kanda

    Boundary-Layer Meteorology   135 ( 2 )   209 - 228   2010

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  • 屋外都市模型のキャノピー層における瞬間温度場の形成機構 Reviewed

    稲垣厚至, 萩島理, 成田建一, 神田学

    水工学論文集   54   307 - 312   2010

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  • LESによる都市大気境界層の大規模乱流構造階層性に関する研究 Reviewed

    章晋, 稲垣厚至, 瀧本浩史, 神田学

    土木学会水工学論文集   53   259 - 264   2009

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  • 屋外都市模型における時空間解析を用いた乱流構造特性の把握 Reviewed

    丸山綾子, 稲垣厚至, 神田学

    土木学会水工学論文集   53   313 - 318   2009

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  • 屋外都市模型による建物高さの非一様性が大気に及ぼす影響の検討 Reviewed

    森泉孝信, 河合徹, 稲垣厚至, 神田学

    土木学会水工学論文集   52   307 - 312   2008

  • THE CHARACTERISTICS OF INNER- AND OUTER-SCALE FLUCTUATIONS WITHIN THE ATMOSPHERIC SURFACE LAYER Reviewed

    MARUYAMA Ayako, INAGAKI Atsushi, KANDA Manabu

    PROCEEDINGS OF HYDRAULIC ENGINEERING   52   253 - 258   2008

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    Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    The present study investigated the relationship between the mean and instantaneous characteristics of turbulence within the atmospheric surface layer over urban like roughness. To make it, we compared the horizontal distribution of the turbulent fluctuations and the turbulent statistics, which are derived from the same data obtained in the facility of comprehensive outdoor scale model for urban climate (COSMO) .<BR>It is known that the turbulent motion within the atmospheric surface layer is composed of active and inactive eddies. The active eddy is originated from the surface under neutral stratification and relevant to the turbulent transport process. The inactive eddy is attributed the mixing in the atmospheric boundary layer and irrelevant to the turbulent transport process. To evaluate the characteristics of active turbulence which reflects the characteristics of roughness, we decomposed the turbulent fluctuation into the active and inactive components. This analysis revealed that the streaky structure observed in COSMO is attributed to the active turbulence.

    DOI: 10.2208/prohe.52.253

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-05J08562/

  • Turbulent flow similarity over an array of cubes in near-neutrally stratified atmospheric flow Reviewed

    ATUSHI INAGAKI, MANABU KANDA

    Journal of Fluid Mechanics   615   101 - 120   2008

  • 建物を解像したLESによる大気境界層の乱流相似則に関する研究 Reviewed

    章晋, 稲垣厚至, 神田学

    土木学会水工学論文集   52   313 - 318   2008

  • 屋外都市スケールモデル実験COSMOのねらいと成果 Reviewed

    神田 学, 稲垣 厚至

    日本風工学会誌   33 ( 4 )   299 - 306   2008

  • Spatial representativeness of single tower measurements and the imbalance problem with eddy-covariance fluxes: results of a large-eddy simulation study Reviewed

    Gerald, S, Letzel, M.O, Raasch, S, Kanda, M, Inagaki, A

    Boundary-Layer Meteorology   123 ( 1 )   77 - 98   2007

  • 乱流組織構造の抽出法に関する検討 Reviewed

    廣岡 智, 稲垣厚至, 神田 学

    土木学会水工学論文集   51   241 - 246   2007

  • TURBULENT STATISTICS OVER REGULARLY ARRAYED REDUCED URBAN SCALE MODEL Reviewed

    INAGAKI Atsushi, KANDA Manabu

    PROCEEDINGS OF HYDRAULIC ENGINEERING   51   247 - 252   2007

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    Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    The present study investigated the vertical profiles of the turbulent statistics over the reduced urban scale model in a neutral stratification. The experiment was conducted under the planetary boundary layer so that the corrected data was always affected by the outer layer turbulence more or less. We compared the surface layer turbulence statistics in the scale model with that in urban, which are velocity spectra, momentum co-spectra and nondimensional velocity variances and so on. <BR>A scale effect was apparent in the statistics related with the horizontal velocity variance. The scale effect came from the discrepancy of the ratio of outer layer (i. e. planetary boundary layer) scale with the surface layer scale of the scale model and with that of urban. Although the former scale is always same order, the latter scale is different in urban and in the scale model. Therefore we considered that the scale effect is an evidence of the influence of the outer layer turbulence in the surface layer.

    DOI: 10.2208/prohe.51.247

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    Other Link: http://t2r2.star.titech.ac.jp/cgi-bin/publicationinfo.cgi?q_publication_content_number=CTT100601013

  • 都市境界層における乱流相似則と組織構造 Reviewed

    神田学, 稲垣厚至

    日本流体力学会機関紙「ながれ」   26 ( 6 )   361 - 368   2007

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    Language:Japanese   Publisher:The Japan Society of Fluid Mechanics  

    DOI: 10.11426/nagare1982.26.361

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  • Impact of surface heterogeneity on energy imbalance: A study using LES Reviewed

    Atsushi Inagaki, Marcus Oliver Letzel, Siegfried Raasch, Manabu Kanda

    Journal of the Meteorological Society of Japan   84 ( 1 )   187 - 198   2006.2

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Meteorological Society of Japan  

    DOI: 10.2151/jmsj.84.187

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I7832608

  • THE TURBULENT ORGANIZED STRUCTURE OBSERVED OVER THE OUTDOOR URBAN SCALE MODEL EXPERIMENTS Reviewed

    INAGAKI Atsushi, KANDA Manabu, MORIWAKI Ryo

    PROCEEDINGS OF HYDRAULIC ENGINEERING   50   445 - 450   2006

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    Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Civil Engineers  

    The vertical profiles and horizontal distribution of atmospheric turbulence were observed at an outdoor urban scale model site. The model dimensions were 50 x 100m, with 1.5-meter cubic roughness blocks arranged uniformly. Eight sonic anemometers were arranged vertically or horizontally in the site to obtain the vertical profiles or horizontal distribution. In this study, we focused on the atmospheric stability effect on the vertical profiles and the horizontal distribution of the turbulent structure over the model site.<BR>The quadrant analysis was conducted using the data set of the vertical distribution. The analysis showed the dependence of the turbulent motion on the atmospheric stability (z'/L). The sweep mode is mostly dominant at all height in the surface layer when the stability is stable. In case of the unstable atmospheric condition, the ejection mode can crossover the sweep mode at the higher portion in the surface layer.<BR>The streak pattern was observed in a turbulent flow over the building like roughness from the measurement of the horizontal distribution. The width was about 3 or 6 times larger than that of the blocks. This result strongly implies the importance of the horizontal distribution the turbulent structure over urban area.

    DOI: 10.2208/prohe.50.445

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-05J08562/

  • 非一様地表面加熱場での点計測乱流量に基づく領域熱収支 Reviewed

    稲垣 厚至, 神田 学, マルコス・オリバー・レッツエル, ジークフリード・ラッシュ

    土木学会水工学論文集   49   343 - 348   2005

  • LES study of the energy imbalance problem with Eddy covariance fluxes Reviewed

    M Kanda, A Inagaki, MO Letzel, S Raasch, T Watanabe

    BOUNDARY-LAYER METEOROLOGY   110 ( 3 )   381 - 404   2004.3

  • 非一様加熱場に生じるエネルギーインバランス Reviewed

    稲垣 厚至, 神田 学, マルコス・オリバー・レッツエル, ジークフリード・ラッシュ

    土木学会水工学論文集   47   37 - 42   2003

  • INVESTIGATION ON SPATIAL REPRESENTATIVENESS OF POINT MEASUREMENTS: IMPLICATION FOR IMBALANCE PROBLEM Reviewed

    Kanda Manabu, Inagaki Atsushi, Letzel Marcus Oliver, Raasch Siegfried

    PROCEEDINGS OF HYDRAULIC ENGINEERING   46   97 - 102   2002

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    Publisher:Japan Society of Civil Engineers  

    The spatial representativeness of turbulent fluxes on the basis of point measurements has been investigated through a theoretical approach and numerical experiments using Large Eddy Simulation (LES) Model. These investigations have been done for the daytime atmospheric boundary layers heated uniformly over the flat surface with no synoptic vertical motion under several geostrophic winds from 1 to 4 (ms-1). The following results were obtained;<BR>(1) The spatial representativeness of turbulent fluxes based on the time-series analysis are shown to be problematic: Their horizontally averaged value has a negative imbalance irrespective of the density of measurements points, and their spatial variability increases, in accordance with averaging time, or under lower horizontal wind.<BR>(2) The imbalance intensities are closely related to turbulent organized structure (TOS). The points over the updraft regions are likely to have positive imbalance due to highly activated thermal plumes. The temporal and spatial change of TOS pattern cause low-frequency trends in time-series data, which can account for the large horizontal scatter of flux estimates.<BR>(3) High-pass filter excluding the temperature trend is theoretically useful to improve the representativeness of point measurements, although the filter choice actually needs a great care not to damage the turbulent components.

    DOI: 10.2208/prohe.46.97

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  • LES study on the energy imbalance problem with eddy covariance fluxes for uniformly heated convective boundary layers Reviewed

    M Kanda, MO Letzel, T Watanabe, A Inagaki, S Raasch

    15TH SYMPOSIUM ON BOUNDARY LAYERS AND TURBULENCE   448 - 451   2002

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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MISC

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Presentations

  • Active Turbulence over an Outdoor Reduced Urban Scale Model

    Ninth Symposium on the Urban Environment  2010 

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  • Numerical Simulation of Atmospheric Turbulence within and above a Cubical Canopy

    Ninth Symposium on the Urban Environment  2010 

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    Presentation type:Poster presentation  

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  • The impact of the surface heterogeneity on the energy imbalance problem using LES

    5th Symposium on the Urban Environment, 23-27 August 2004, Vancouver, BC, Canada  2004 

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  • Spatial and temporal scales of coherent turbulence over outdoor reduced urban scale model

    The 7th International Conference on Urban Climate  2009 

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    Presentation type:Poster presentation  

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  • Evaluation of the inner-scaling similarity of turbulence over urban-like roughness derived from an outdoor scale model experiment

    Seventh Symposium on the Urban Environment  2007 

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  • Evaluation of the inner-scaling similarity of turbulence over urban-like roughness derived from an outdoor scale model experiment

    Seventh Symposium on the Urban Environment  2007 

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  • The impact of the surface heterogeneity on the energy imbalance problem using LES

    5th Symposium on the Urban Environment, 23-27 August 2004, Vancouver, BC, Canada  2004 

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  • 非一様地表面加熱場での点計測乱流量に基づく領域熱収支

    水文・水資源学会2004年研究発表会  2004 

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  • Spatial and temporal scales of coherent turbulence over outdoor reduced urban scale model

    The 7th International Conference on Urban Climate  2009 

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    Presentation type:Poster presentation  

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  • Structure of active turbulence over outdoor reduced urban scale model

    The seventh International Conference on Urban Climate  2009 

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  • Conherent structures of a neutrally stratified urban boundary layer using large-eddy simulation

    The 7th International Conference on Urban Climate  2009 

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  • Active Turbulence over an Outdoor Reduced Urban Scale Model

    Ninth Symposium on the Urban Environment  2010 

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  • Numerical Simulation of Atmospheric Turbulence within and above a Cubical Canopy

    Ninth Symposium on the Urban Environment  2010 

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    Presentation type:Poster presentation  

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  • Active Turbulence over an outdoor reducedurban scale model

    Ninth Symposium on the Urban Environment, American Meteorological Society  2010 

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  • Numerical simulation of atmospheric turbulence within and above a cubical canopy

    Ninth Symposium on the Urban Environment,American Meteorological Society  2010 

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  • Structure of active turbulence over outdoor reduced urban scale model

    The seventh International Conference on Urban Climate  2009 

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  • Conherent structures of a neutrally stratified urban boundary layer using large-eddy simulation

    The 7th International Conference on Urban Climate  2009 

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  • Numerical simulation of atmospheric turbulence within and above a cubical canopy

    Ninth Symposium on the Urban Environment,American Meteorological Society  2010 

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  • Active Turbulence over an outdoor reducedurban scale model

    Ninth Symposium on the Urban Environment, American Meteorological Society  2010 

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Awards

  • 土木学会水工学論文賞

    2024   長期地上風速スペクトルにみられるメソスケールの慣性領域の普遍性

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  • 東工大挑戦的研究賞

    2017   東京工業大学   熱画像風速測定法による都市歩行者レベルの風の空間分布計測

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  • 東工大 工系若手奨励賞

    2012   東京工業大学   サーモカメラを用いた地表面近傍2次元速度場の計測手法の開発

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  • 土木学会水工学論文奨励賞

    2007   屋外都市スケールモデル実験で観測された乱流構造に関する考察

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    Country:Japan

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  • AMS 5th Urban Symposium Student Paper Competition Runner-up of the prize for best poster

    2004   American Meteorological Society  

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  • 土木学会水工学論文賞

    2002   点計測乱流量の空間代表性に関する理論的検討 ―インバランス問題の物理的解釈―

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Research Projects

  • Real-time wind digital twin with 1-meter resolution using GPU supercomputer

    Grant number:22H03599  2022.4 - 2026.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

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    Grant amount:\17160000 ( Direct Cost: \13200000 、 Indirect Cost:\3960000 )

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  • Real-time wind digital twin with 1-meter resolution using GPU supercomputer

    Grant number:23K24855  2022.4 - 2026.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

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    Grant amount:\17160000 ( Direct Cost: \13200000 、 Indirect Cost:\3960000 )

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  • メガシティ広域街区の乱流・熱予報―地球から人間まで

    Grant number:21H04573  2021.4 - 2025.3

    日本学術振興会  科学研究費助成事業  基盤研究(A)

    神田 学, バルケズ アルビンCG, 稲垣 厚至

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    Grant amount:\41990000 ( Direct Cost: \32300000 、 Indirect Cost:\9690000 )

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  • 実都市歩行者空間の乱流空間分布計測

    Grant number:20H02253  2020.4 - 2024.3

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    稲垣 厚至, 小田 僚子

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    Grant amount:\17420000 ( Direct Cost: \13400000 、 Indirect Cost:\4020000 )

    本年度は熱画像風速測定法で得られた都市街区内の地表面近傍風速分布について,風向別のアンサンブル平均を実施し,平均的な街区内風速分布を測定することを試みた.前年度行った熱画像風速測定法と地上点計測の観測に加え,ドップラーライダーを用いた鉛直一次元風速測定を同期した観測を実施した.ドップラーライダーによる観測結果より,粗度境界層(70m程度)より上空の風速が観測できるため,地表面近傍風速分布をアンサンブル平均する際のリファレンス風速に用いた.その他に,地上観測点を1点増設し,また地表面熱収支を測定した.観測は,東京工業大学の敷地内において,夏季期間内(7月から9月)の14日間,正午の前後1時間付近にて実施した.
    解析について,昨年度吟味した観測パラメータに基づき熱画像風速測定法を実施し,地上風速測定地との相関が決定係数0.7以上であったデータのみ解析に使用した.また,リファレンス風速に基づき風向(東西南北)で場合分けしたアンサンブル平均を実施し,各風向に対する平均的な街区内風速分布を出力した.その結果,道に沿った流れの他に,建物を迂回する2次元的に複雑な流れなどが形成されることを定量的に示した.
    このアンサンブル平均の妥当性については前年度の数値計算による評価も実施しているが,本観測データからも補足的に検証を行った.上空のリファレンス風速と点計測で測定された地上近傍風速との比較を行い,両者が連動しているのかを調べた.その結果,風速については緩い正の相関がみられ,街区外の上空風速の増減が建物に隔てられた地上近傍の風速に影響していることが見て取れた.風向に関しては,上空の風が道に沿って吹く際には概ね良い相関となったが,道に直交して吹く場合は風向が定まらなかった.やや自明な結論ではあるが,これらは上空と街区内風速の連動を示し,今回の条件付きアンサンブル平均操作の妥当性を示すものである.

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  • Super-resolution evaluation system of air pollution at pedestrian level

    Grant number:19KK0105  2019.10 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))

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    Grant amount:\18330000 ( Direct Cost: \14100000 、 Indirect Cost:\4230000 )

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  • Global Urban Climatology

    Grant number:17H01292  2017.4 - 2021.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (A)

    kanda Manabu

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    Grant amount:\43680000 ( Direct Cost: \33600000 、 Indirect Cost:\10080000 )

    Although heat Island has been ignored in the context of climate change studies due to its locality and small areal fraction, the recent Academic communities strongly suggest the importance of focusing on cities in their potential-high risks with global warming. This study extended the technological framework of urban climatology to global scale application, thereby intercomparing urban/global warming in multi-megacities. The followings are major outcomes; (1) the construction of global urban geophysical database, (2) the mechanism of urban/global warming in multi-megacities, and (3) future projection of urban/global warming in multi-megacities on the basis of different economical/ social future scenarios.

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  • Numerical simulation of atmospheric boundary layer and turbulence in urban district

    Grant number:17K06570  2017.4 - 2020.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Inagaki Atsushi

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    This study developed a model to compute non-neutral atmospheric boundary layer in urban area by means of lattice Boltzmann method with large eddy simulation model. The advection of heat is expressed by a finite difference method, and the effect of buoyancy is implemented using the Boussinesq approximation. A test simulation of air flows over a homogeneously heated flat surface represents the basic characteristics of the convective boundary layer, and quantitatively equivalent results to a finite difference model. The developed model is used to simulate a convective urban boundary layer. A direct interaction of the flows in the urban district and the mixed layer convection was confirmed.

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  • Large scale turbulent structure behind an isolated high-rise building

    Grant number:26420492  2014.4 - 2017.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Inagaki Atsushi, KANDA Manabu, Gryschka Micha

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    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

    This study investigated the role of the building obstacles to trigger the evolution of streaky structure within turbulent boundary layer over urban roughness. This was evaluated using large eddy simulation models.
    We confirmed that very large streaky structures of turbulence are triggered by isolated tall buildings although their characteristics are not special among those seen in homogeneous surface conditions. Under unstable thermal stratification, obstacle sizes relative to the boundary-layer height is important to contribute to the deformation of the turbulent structures.

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  • Three Dimensional Turbulent Structure over Cities using Advanced Monitoring and Simulation Technology

    Grant number:25249066  2013.4 - 2017.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (A)

    Kanda Manabu

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    Grant amount:\44720000 ( Direct Cost: \34400000 、 Indirect Cost:\10320000 )

    For deep understanding and precise prediction of the turbulent structures over cities, using advanced monitoring technology (3D scanning Rider) and huge numerical simulations, this project obtained the following results: (1) Rider observation revealed that the major turbulent structure over cities can be classified into six patterns, (2) a proposed theory on the basis of non-dimensional physical analysis to describe the span width of streaky structures can successfully explain the laboratory scale to Atmospheric scale phenomenon comprehensively, (3) large eddy simulation for the atmosphere over cities quantified the relationship between the urban geometry and resulting gust index near pedestrian level, and (4) the turbulent structure over cities, regardless of the nature of their highly-inhomogeneous and very rough surface, have self-similar feature as are many turbulent boundary layers over rough surfaces.

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  • LES study of instantaneous flow structure and ventilation mechanism within an urban canopy layer

    Grant number:23760454  2011 - 2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (B)

    INAGAKI Atsushi

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    Grant amount:\2080000 ( Direct Cost: \1600000 、 Indirect Cost:\480000 )

    Instantaneous flow structure within a cubical canopy was investigated using large eddy simulation (LES). It was designed to simulate the convective boundary layer with flow around the cubical roughness with preserving a similarity law for both the convective mixed layer and the surface layer. The numerical result revealed that there are very large coherent structures of both in velocity and temperature fields within the canopy layer. The size of the structures is much larger than that of the cubes. It was also found that the shapes and locations of these structures are closely related with the TOS above. The upward momentum and heat transport events were clearly related with the TOS developed in the inertial sublayer more than the roughness geometry. Meanwhile, the downward transports are not so correlated with the TOS above but more regulated by the structure of canopy.

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  • Urban Meteorological Approach for Localized Heavy Rainfall

    Grant number:21360233  2009 - 2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    KANDA Manabu, INAGAKI Atsushi

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    Grant amount:\17030000 ( Direct Cost: \13100000 、 Indirect Cost:\3930000 )

    In order to improve the accuracy of localized urban rainfall prediction, this project used urban meteorological approaches and obtained the following results; (1) investigations using very detailed urban GIS database revealed the existence of “see breeze stagnant region” along Tokyo-Nerima-Saitama line, (2) Large Eddy Simulation (highly accurate turbulence simulation) derived a new aerodynamic parameterization for real urban surfaces, and (3) meso-scale weather simulations with the most advanced urban surface parameterization demonstrated that the urbanization strengthened localized rainfall intensity.

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  • Study on multi-scale structures of turbulence in urban canopy layer

    Grant number:21760382  2009 - 2010

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (B)

    INAGAKI Atsushi

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    Grant amount:\3900000 ( Direct Cost: \3000000 、 Indirect Cost:\900000 )

    Spatial distribution of turbulence within a cubical canopy was observed in the outdoor reduced urban scale model experiment using multi-number of thermocouples and sonic anemometers. It revealed that the turbulence field in cubical canopy was affected by turbulent structures developed above the canopy layer, which is much larger than the size of individual cubes.

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  • 都市領域におけるエネルギーインバランスを考慮した乱流過程の把握

    Grant number:05J08562  2005 - 2007

    日本学術振興会  科学研究費助成事業  特別研究員奨励費

    稲垣 厚至

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    Grant amount:\2700000 ( Direct Cost: \2700000 )

    これまで都市大気乱流特性における建物凹凸の影響を把握のため,屋外都市模型実験での乱流計測を行ってきたが,本年度はこれまでに蓄積された乱流計測データの解析を主に行った.その主な成果として,接地境界層内の乱流変動に含まれる,地表面摩擦や建物の形状抵抗によって生み出された乱流変動成分と,その外層で発達する大気乱流混合に起因した低周波変動成分を生波形から分離することを試みた.そして両者の変動成分の持つ空間構造特性について検討を行った.
    その結果,外層起因の低周波変動がもたらすu(主流風速成分)スペクトルの乱流エネルギーが大きく減少したが,一方でw(鉛直風速成分)やuwスペクトルに関してはほとんど変化が無かった.つまり,外層起因の低周波変動は正味の運動量輸送をもたらさないinactiveな変動であることが分かった.また,外層変動成分を除去した後の変動成分については内部スケーリングによる相似性(例えばモニン・オブコフ相似則)が成立することが分かった.また乱流変動の水平分布形状について見てみると,低周波成分を除去した後の乱流変動に関して,低速領域が流れ方向に沿って細長く存在していることが分かった.その大きさは幅10m程度,流れ方向100m以上であることは前年度の研究でも確認されているが,外層起因の低周波変動成分除去した後も尚,残る構造であることから,これは外層変動に起因しない底面で作られた乱流構造であることが推測される.つまり本研究では都市大気境界層の乱流特性に関して,地表面凹凸や外層の低周波変動によらず,時間平均構造,空間構造共に普遍的であることを示唆している.

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