CURRICULUM VITAE

Yoshiki YAMAGATA, Ph.D.

Present Position
Professor, Graduate School of System Design and Management, Keio
University
Visiting Researcher, National Institute for Environmental Studies (NIES)
Visiting Researcher, The University of Tokyo
Visiting Professor, Hokkaido University
Visiting Professor, The Institute of Statistical Mathematics
Research scholar, Institute for Applied Systems Analysis (IIASA)
Senior Fellow, The Institute for Global Environmental Strategies IGES)

Education- Doctor of Philosophy, the University of Tokyo (General System Studies)

Career History
1991 National Institute for Environmental Studies (NIES), Senior Researcher
2001 Cabinet Office, Council of Science and Technology Policy, Vice Director)
2006 Center for Global Environmental Research (CGER), Principal Researcher
2013 Head of Global Carbon Project Tsukuba International Office2021 Graduate School of System Design and Management, Keio University, Professor

Research Topics-

Climate Change Risk Management-

Urban and Regional Carbon Management

International Activities-

LA, RE for IPCC (Climate Chang and Land, AR6 Urban Systems etc.)-

Scientific Steering Committee (SSC) of Global Carbon Project (Future Earth)-

Editorial Board member of Journal “Applied Energy” (Elsevier)-

Editorial Board member of Journal “Environment and Planning B” (Sage)

Research and educational positions-

IIASA, Research Scholar-

Science Council of Japan (SCJ), Member (Environment)-

Institute of Statistical Mathematics (ISM), Visiting Professor

-

Hokkaido University, Visiting Professor-

Univ. of Tokyo, Sophia Univ. etc. Special Lecturer

Awards-Oze Prize 1998-

Contributor of 2007 Nobel Peace Prize (IPCC on Climate Change)-

Best Paper Award of Applied Regional Science Conference 2013

Books
1)

Yamagata Y., Yang P.P.J.:(2020) Urban Systems Design: Creating Sustainable Smart Cities in
the Internet of Things Era. Elsevier

2)

Yamagata Y., Seya H.: (2019) Spatial analysis using big data: Methods and urban
applications. Academic Press.

3)

Yamagata Y., Sharifi A.: (2018) Resilience-Oriented Urban Planning: Theoretical andEmpirical Insights. Springer

4)

Yamagata Y., Maruyama H.: (2016) Urban Resilience – A Transformative Approach.
Springer

Refereed Journals
1) Rapid rise of decarbonization potentials of photovoltaics plus electric vehicles inresidential houses over commercial districts
Takuro Kobashia, Younghun Choia, Yujiro Hiranob, Yoshiki Yamagataa, Kelvin Sayc
Applied Energy 306 (2022 .01)
2) Diverse values of urban-to-rural migration: A case study of Hokuto City, Japan
YasuoTakahashi, Hiroyuki Kubota, Sawako Shigeto, TakahiroYoshida, Yoshiki
Yamagata Journal of Rural Studies 87 292-299( 2021.10)
3) The Need for Urban Form Data in Spatial Modeling of Urban Carbon Emissions in
China: A Critical Review Cai, Meng, Yuan Shi, Chao Ren, Takahiro Yoshida, Yoshiki
Yamagata, Chao Ding, Nan Zhou
4)

Machinelearning

model

for

Journal of Cleaner Production (2021.08)
predicting

out-of-hospitalcardiac

arrestsusing

meteorological and chronological data Takahiro Nakashima, Soshiro Ogata, Teruo
Noguchi, Yoshio Tahara, Daisuke Onozuka, Satoshi Kato, Yoshiki Yamagata, Sunao
Kojima, Taku Iwami, Tetsuya Sakamoto, Ken Nagao, Hiroshi Nonogi, Satoshi
Yasuda, Koji Iihara, Robert Neumar, Kunihiro Nishimura ( 2021.05)
5) SolarEV City concept: building the next urban power and mobility systems
T Kobashi, P Jittrapirom, T Yoshida, Y Hirano, Y Yamagata

Environmental Research Letters 16(2) 024042-024042( 2021.02)
6) Carbon analytics for net-zero emissions sustainable cities
Ramaswami A, Tong K, Canadell J.G, Jackson R.B, Stokes E, Dhakal S, Finch M,
Jittrapirom P, Singh N, Yamagata Y, Yewdall E, Yona L, Seto K.C Nature
Sustainability 4(6) 460-463 (2021.05)
7) Spatiotemporal analysis of deforestation in the Chapare region of Bolivia using
LANDSAT images

Bagan H, Millington A, Takeuchi W, Yamagata Y

Land Degradation and Development 31(18) 3024-3039 (2020.12)
8) Estimating Building Electricity Performance Gaps with Internet of Things Data Using
Bayesian Multilevel Additive Modeling

Chang S, Castro-Lacouture D, Yamagata Y

Journal of Construction Engineering and Management 146(12) (2020.12)
9) MIROC-INTEG-LAND version 1: A global biogeochemical land surface model withhuman water management, crop growth, and land-use change
Yokohata T, Kinoshita T, Sakurai G, Pokhrel Y, Ito A, Okada M, Satoh Y, Kato E, Nitta
T, Fujimori S, Felfelani F, Masaki Y, Iizumi T, Nishimori M, Hanasaki N, Takahashi K,
Yamagata Y, Emori S Geoscientific Model Development 13(10) 4713-4747 (2020.10)
10) Systematizing and upscaling urban climate change mitigation
Creutzig F, Bai X, Khosla R, Viguie V, Yamagata Y
Environmental Research Letters 15(10) (2020.10)
11) Rethinking sustainable bioenergy development in Japan: decentralised system
supported by local forestry biomass

Goh C.S, Aikawa T, Ahl A, Ito K, Kayo C,

Kikuchi Y, Takahashi Y, Furubayashi T, Nakata T, Kanematsu Y, Saito O, Yamagata Y
Sustainability Science 15(5) 1461-1471 (2020.09)
12) Urban land cover mapping under the Local Climate Zone scheme using Sentinel-2
and PALSAR-2 data

Yune La, Hasi Bagan, Yoshiki Yamagata

Urban Climate 33 100661-100661 (2020.09)
13) On the Potential of 'PV + EV' for Deep Decarbonization of Kyoto’s Power Systems:
Techno-Economic-Social Considerations

Kobashi, Takuro, Takahiro Yoshida,

Yoshiki Yamagata, Katsuhiko Naito, Stefan Pfenninger, Kelvin Say, Yasuhiro Takeda,
Amanda Ahl, Masaru Yarime, Keishiro Hara Applied Energy Forthcoming( 2020.06)
14) Decision support for retrofitting building envelopes using multi-objective
optimization under uncertainties
Yoshiki Yamagata

Soowon Chang, Daniel Castro-Lacouture,

Journal of Building Engineering 101413-101413 (2020.05)

15) Techno-economic assessment of photovoltaics plus electric vehicles towards
household-sector decarbonization in Kyoto and Shenzhen by the year 2030

Takuro Kobashi, Kelvin Say, Jiayang Wang, Masaru Yarime, Dong Wang, Takahiro
Yoshida, Yoshiki Yamagata JOURNAL OF CLEANER PRODUCTION 253 119933(2020.4)
16) Energy sharing boundaries integrating buildings and vehicles tangled in spatial andtemporal changes Chang S, Yoshida T, Binder R.B, Yamagata Y, Castro-Lacouture D
Construction Research Congress 2020: Infrastructure Systems and Sustainability Selected Papers from the Construction Research Congress 2020 434-443( 2020)17) Spatial modeling and design of smart communities Takahiro Yoshida, Yoshiki
Yamagata, Soowon Chang, Vincent de Gooyert, Hajime Seya, Daisuke Murakami,
Peraphan Jittrapirom, Gerasimos Voulgaris Urban Systems Design 199-255 (2020)18) Modeling and design of smart buildings Soowon Chang, Perry P.J. Yang, Yoshiki
Yamagata, Michael B. Tobey

Urban Systems Design 59-86 (2020)

19) Spatial econometric models Hajime Seya, Takahiro Yoshida, Yoshiki Yamagata
Spatial Analysis Using Big Data 113-158 (2020)
20) Spatial heat-wave assessments using geotagged Twitter data Daisuke Murakami,
Yoshiki Yamagata Spatial Analysis Using Big Data 227-238 (2020)21) Spatial scenario creation based on downscale methods Daisuke Murakami, Yoshiki
Yamagata Spatial Analysis Using Big Data 259-270 (2020)22) Mathematical preparation Hajime Seya, Yoshiki Yamagata Spatial Analysis Using
Big Data 9-31 (2020)23) Models in quantitative geography Daisuke Murakami, Yoshiki Yamagata
Spatial Analysis Using Big Data 159-178 (2020)24) Quasi real-time energy use estimation using Google's Popular Times data
Takahiro Yoshida, Yoshiki Yamagata Spatial Analysis Using Big Data 271-280 (2020)
25) Geostatistics and Gaussian process models Daisuke Murakami, Yoshiki Yamagata,Toshihiro Hirano Spatial Analysis Using Big Data 57-112 (2020)
26) Evaluating walkability using mobile GPS data Yoshiki Yamagata, Daisuke Murakami,
Takahiro Yoshida Spatial Analysis Using Big Data 239-257 (2020)
1)

Tobey MB., Chang S., Binder RB., Yamagata Y.: (2019) Typologies of Rapid
Urbanization in Developing Asian Countries: A Study of Shanghai’s Rapid
Urbanization and Subsequent Strategies. IOP Conference Series: Earth andEnvironmental Science294 (1), 012097.

2)

Yoshida T., Yamagata Y., Murakami D.: (2019) Individual level heat risk evaluation
using GPS towards smart navigation system. Proceedings of the International
Cartographic Association 2, 152.

3)

Binder RB., Lancaster Z., Tobey MB., Jittrapirom P., Yamagata Y.: (2019) Transportmodeling with a purpose: How urban systems design can bridge the gaps between
modeling, planning, and design. WIT transactions on the built environment 186, 85-96.

4)

Tobey MB., Binder RB., Yoshida T., Yamagata Y.: (2019) Urban systems design casestudy: Tokyo’s Sumida ward. Smart Cities 2 (4), 453-470.

5)

Tobey MB., Binder RB., Chang S., Yoshida T., Yamagata Y., Yang PPJ.: (2019) Urban
Systems Design: A Conceptual framework for planning smart communities. Smart
Cities 2 (4), 522-537.

6)

Kobashi T., Say K., Wang J., Yarime M., Wang D., Yoshida T., Yamagata Y.:(2019)Techno-economic assessment of photovoltaics plus electric vehicles towards
household-sector decarbonization in Kyoto and Shenzhen by the year 2030. Journal of
Cleaner Production, 253.

7)

Yoshida T., Yamagata Y., Murakami D.: (2019) Energy demand estimation using
quasi-real-time people activity data. Energy Procedia 158, 4172-4177.

8)

Matsui K., Yamagata Y., Kawakubo S.: (2019) Real-time sensing in residential area
using IoT technology for finding usage patterns to suggest action plan to conserve
energy. Energy Procedia 158, 6438-6445.

9)

Murakami D., Yamagata Y., Yoshida T., Matsui T.: (2019) Optimization of local
microgrid model for energy sharing considering daily variations in supply anddemand. Energy Procedia 158, 4109-4114.

10) Yamagata Y., Murakami D., Wu Y., Yang P.P.J., Yoshida T., Binder R.: (2019) Big-data
analysis for carbon emission reduction from cars: Towards walkable green smart
community. Energy Procedia 158, 4292-4297.
11) Yamagata Y., Hanasaki N., Ito A., Kinoshita T., Murakami D., Zhuo Q.: (2018) Estimatingwater-food-ecosystem trade-offs for the global negative emission scenario (IPCC-RCP2.6).
Sustainability Science, 1-13.
12) Emori S., Takahashi K., Yamagata Y., Kanae S., Mori S., Fujigaki Y.: (2018) Risk implicationsof long-term global climate goals: overall conclusions of the ICA-RUS project.
Sustainability Science, 1-11.
13) Bagan H., Li H., Yang Y., Takeuchi W., Yamagata Y.: (2018) Sensitivity of the subspacemethod for land cover classification. The Egyptian Journal of Remote Sensing and Space
Science.

14) Li Z., Bagan H., Yamagata Y.:(2018) Analysis of spatiotemporal land cover changes inInner Mongolia using self-organizing map neural network and grid cells method.
Science of The Total Environment, 636, 1180-1191.
15) Yamagata Y., Yoshida T., Murakami D., Matsui T., Akiyama Y.: (2018) Seasonal Urban

Carbon Emission Estimation Using Spatial Micro Big Data. Sustainability 2018, 10,4472.
16) Murakami D., Yoshida T., Seya H., Griffith D., Yamagata Y.: (2017) A Morancoefficient-based mixed effects approach to investigate spatially varying relationships.
Spatial Statistics, 19, 68-69.
17) Frieler K., Lange S., Piontek F., Reyer C.P.O., Schewe J., Warszawski L., Zhao F., Chini L.,
Denvil S., Emanuel K., Geiger T., Halladay K., Hurtt G., Mengel M., Murakami D., Ostberg
S., Popp A., Riva R., Stevanovic M., Suzuki T., Volkholz J., Burke E., Ciais P., Ebi K., Eddy
T.D., Eliott J., Galbraith E., Gosling S.N., Hattermann F., Hickler T., Hinkel J., Hof C.,
Huber V., Jägermeyr J., Krysanova V., Marcé R., Schmied H.M., Mouratiadou I., Pierson D.,
Tittensor D.P., Vautard R., Vliet M., Biber M.F., Betts R.A., Bodirsky B., Deryng D.,
Frolking S., Jones C.D., Lotze H.K., Lotze-Campen H., Sahajpal R., Thonicke K., Tian H.,
Yamagata Y.: (2017) Assessing the impacts of 1.5 _C global warming-simulation protocol of
the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP2b). Geoscientific Model
Development, 10(12), 4321.
18) Sharifi A., Chelleri L., Fox-Lent C., Grafakos S., Pathak M., Olazabal M., Moloney S.,
Yumagulova L.,

Yamagata Y.: (2017) Conceptualizing Dimensions and Characteristics ofUrban Resilience: Insights from a Co-Design Process. Sustainability, 9(6), 1032.
19) Yamagata Y., Yang J., Galaskiewicz J.: (2017) State power and diffusion processes in theratification of global environmental treaties, 1981-2008. International Environmental
Agreements: Politics, Law and Economics 17, 4, 501-529.

20) Shoyama K., Yamagata Y.: (2016) Local perception of ecosystem service bundles in theKushiro watershed, Northern Japan – Application of a public participation GIS tool.
Ecosystem Services, 22, 139-149.
21) Smith P., Davis S J., Creutzig F., Fuss S., Minx J., Gabrielle B., Kato E., Jackson R B.,
Cowie A., Kriegler E., van Vuuren D P., Rogelj J., Ciais P., Milne J., Canadell J G.,
McCollum D., Peters G., Andrew R., Krey V., Shrestha G., Friedlingstein P., Gasser T.,
Grubler A., Heidug W K., Jonas M., Jones C D., Kraxner F., Littleton E., Lowe J.,
Moreira J R., Nakicenovic N., Obersteiner M., Patwardhan A., Rogner M., Rubin E.,
Sharifi A., Torvanger A., Yamagata Y., Edmonds J., Yongsung C.: (2016) Biophysicaland economic limits to negative CO2 emissions. Nature Climate Change, 6(1), 42-50.
22) Murakami D., Peters G., Yamagata Y., Matsui T.: (2016) Participatory sensing data
tweets for micro – urban real - time resiliency monitoring and risk management. IEEE
Access, 4, 347-372.
23) Seya H., Yamagata Y., Nakamichi K.: (2016) Creation of municipality level intensity
data of electricity in Japan. Applied Energy, 162, 1336-1344.

24) Kraxner F., Aoki K., Kindermann G., Leduc S., Albrecht F., Liu J., Yamagata Y.: (2016)
Bioenergy and the city – What can urban forests contribute? Applied Energy, 165,
990-1003.
25) Seya H., Nakamichi K., Yamagata Y.: (2016) The residential parking rent price elasticity
of car ownership in Japan. Transportation Research Part A: Policy and Practice, 85,
123-134.
26) Yamagata Y., Murakami D., Minami K., Arizumi N., Kuroda S., Tanjo T., Maruyama H.:(2016). Electricity Self-Sufficient Community Clustering for Energy Resilience.
Energies, 9(7), 543.
27) Sharifi A., Yamagata Y.: (2016) Principles and criteria for assessing urban energy
resilience: A literature review. Renewable and Sustainable Energy Reviews, 60,
1654-1677.
28) Yamagata Y., Murakami D., Yoshida T., Seya H., Kuroda S.: (2016) Value of urban
views in a bay city: Hedonic analysis with the spatial multilevel additive regression(SMAR) model. Landscape and Urban Planning, 151, 89-102.
29) Kusaka H., Suzuki-Parker A., Aoyagi T., Adachi S., Yamagata Y.: (2016) Assessment of
RCM and urban scenarios uncertainties in the climate projections for August in the
2050s in Tokyo. Climatic Change, 137(3-4), 427-438.
30) Sharifi A., Yamagata Y.: (2016) On the suitability of assessment tools for guiding
communities towards disaster resilience. International Journal of Disaster Risk
Reduction, 18, 115-124.
31) YamagataY., Murakami D., Seya H.: (2016) A Spatially - Explicit Scenario for Achieving“Wise Shrink” Toward Eco – Urbanism. Articulo - Journal of Urban Research, 14.
32) Fuss S., Jones CD., Kraxner F., Peters GP., Smith P., Tavoni M., van Vuuren D.,
Canadell JG., Jackson RB., Milne J., Moreira JR., Nakicenovic N., Sharifi A., Yamagata
Y.: (2016) Research priorities for negative emissions. Environmental Research Letters,
11, 115007, 2-12.
33) Creutzig F., Agoston P., Minx JC., Canadell JG., Andrew RM., Quéré CL., Peters GP.,
Sharifi A., Yamagata Y., Dhakal S.: (2016) Urban infrastructure choices structure
climate solutions. Nature Climate Change, 6(12), 1054-1056.
34) Hayashi M., Saigusa N., Oguma H., Yamagata Y., Takao G.: (2015) Quantitative
assessment of the impact of typhoon disturbance on a Japanese forest using satellite
laser altimetry. Remote Sensing of Environment, 156, 216-225.
35) Hayashi M., Saigusa N., Yamagata Y., Hirano T.: (2015) Regional forest biomass
estimation using ICESat/GLAS spaceborne LiDAR over Borneo. Carbon Management,
6, (1-2), 19-33.

36) Suzuki-Parker A., Kusaka H., Yamagata Y.: (2015) Assessment of the Impact ofMetropolitan – Scale Urban Planning Scenarios on the Moist Thermal Environment
under Global Warming: A Study of the Tokyo Metropolitan Area Using Regional
Climate Modeling. Advances in Meteorogy, 2015(693754), 1-11.
37) Bagan H., Yamagata Y.: (2015) Analysis of urban growth and estimating population
density using satellite images of nighttime lights and land – use and population data.
GIScience & Remote sensing, 52(6), 765-780.
38) Yamagata Y., Murakami D., Seya H.: (2015) A comparison of grid – level residential
electricity demand scenarios in Japan for 2050. Applied Energy, 158, 255-262.
39) Sharifi A., Yamagata Y.: (2015) Roof ponds as passive heating and cooling systems: A
systematic review. Applied Energy, 160, 336-357.
40) Shoyama K., Yamagata Y.: (2014) Predicting land-use change for biodiversity
conservation and climate-change mitigation and its effect on ecosystem services in awatershed in Japan. Ecosystem Services, 8, 25-34.
41) Matsui K., Ochiai H., Yamagata Y.: (2014) Feedback on electricity usage for homeenergy management: A social experiment in a local village of cold region. Applied
Energy, 120, 159-168.
42) Fuss S., Canadell J.G., Peters G.P., Tavoni M., Andrew R.M., Ciais P., Jackson R.B., Jones
C.D., Kraxner F., Nakicenovic N., Le Quéré.C, Raupach M.R., Sharifi A., Smith P.,
Yamagata Y.: (2014) Betting on negative emissions. Nature Climate Change, 4(10),850-853.
43) Kraxner F., Aoki K., Ledic S., Kindermann G., Fuss S., Yang J., Yamagata Y., Tak K.,
Obersteiner M.: (2014) BECCS in South Korea – Analyzing the negative emissions
potential of bioenergy as a mitigation tool. Renewable Energy, 61, 102-108.
44) Yamagata Y., Seya H.: (2014) Proposal for a local electricity-sharing system: a casestudy of Yokohama city, Japan. IET Intelligent Transport Systems, 9(1), 38-49.
45) Seya H., Tsutsumi M., Yamagata Y.: (2014) Weighted – Average Least Squares Applied
to Spatial Econometric Models: A monte Carlo Investigation. Geographical Analysis,
46(2), 126-147.
46) Bagan H., Yamagata Y.: (2014) Land-cover change analysis in 50 global cities by using a
combination of Landsat data and analysis of grid cells. Environmental Research Letters,
9, 064015, 13pp.
47) Kato E., Yamagata Y.: (2014) BECCS capability of dedicated bioenergy crops under afuture land-use scenario targeting net negative carbon emissions. Earth’s Future, 2 (9),421-439.
48) Kinoshita T., Iwao K., Yamagata Y.: (2014) Creation of a global land cover and a

probability map through a new map integration method. International Journal ofApplied Earth Observation and Geoinformation, 5(28), 70-77.
49) Adachi S., Kimura F., Kusaka H., Duda M.G., Yamagata Y., Seya H., Nakamichi K.,
Aoyagi T.: (2014) Moderation of Summertime Heat Island Phenomena via Modificationof the Urban Form in the Tokyo Metropolitan Area. JOURNAL OF APPLIEDMETEOROLOGY AND CLIMATOLOGY, 53(8), 1886-1900.
50) Seya H., Murakami D., Tsutsumi M., Yamagata Y.: (2014) Application of LASSO to the
Eigenvector Selection Problem in Eigenvector – based Spatial Filtering. GeographicalAnalysis, 47(3), 284-299.
51) Qian T., Bagan H., Kinoshita T., Yamagata Y.: (2014) Spatial-Temporal Analyses ofSurface Coal Mining Dominated Land Degradation in Holingol, Inner Mongolia. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7 (5),1675-1687.
52) Yamagata Y., Seya H.: (2013) Spatial electricity sharing system for making city more
resilient against X-Events. Innovation and Supply Chain Management, 7 (3), 75-82.
53) Nakamichi K., Yamagata Y., Seya H.: (2013) CO2 Emissions Evaluation Considering
Introduction of EVs and PVs under Land-use Scenarios for Climate Change Mitigation
and Adaptation – Focusing on the Change of Emission Factor after the Tohoku
Earthquake -. Journal of the Eastern Asia Society for Transportation Studies, 10,1025-1044.
54) Brudermann T., Rauter R., Yamagata Y.: (2013) Behavioral aspects of urban resilience.
Innovation and Supply Chain Management, 7 (3), 83-91.
55) Kato E., Kinoshita T., Ito A., Kawamiya M., Yamagata Y.: (2013) Evaluation of spatially
explicit emission scenario of land-use change and biomass burning using aprocess-based biogeochemical model. Journal of Land Use Science, 8(1), 104-122.
56) Tamesue K., Tsutsumi M., Yamagata Y.: (2013) Income Disparity and Correlation in
Japan. Review of Urban & Regional Development Studies, 25 (1), 2-15.
57) Seya H., Yamagata Y., Tsutsumi M.: (2013) Automatic selection of a spatial weightmatrix in spatial econometrics: Application to a spatial hedonic approach. Regional
Science and Urban Economics, 43(3), 429-444.
58) Hayashi M., Saigusa N., Oguma H., Yamagata Y.: (2013) Forest canopy height
estimation using ICESat/GLAS data and error factor analysis in Hokkaido, Japan.
ISPRS Journal of Photogrammetry and remote Sensing, 81, 12-18.
59) Yamagata Y., Seya H., Nakamichi K.: (2013) Creation of future urban environmental
scenarios using a geographically explicit land-use model: a case study of Tokyo.
Annals of GIS, 19(3), 153-168.

60) Yamagata, Y., Yang J., Galaskiewicz J.: (2013) A Contingency Theory of Policy
Innovation: How Different Theories Explain the Ratification of the UNFCCC andKyoto Protocol. International Environmental Agreements: Politics, Law and Economics,
13(3), 1-20.
61) Shoyama K., Managi S., Yamagata Y.: (2013) Public preferences for biodiversity
conservation and climate-change mitigation: A choice experiment using ecosystemservices indicators. Land Use Policy, 34, 282-293.
62) Peregon A., Yamagata Y.: (2013) The use of ALOS/PALSAR backscatter to estimate
above-ground forest biomass: A case study in Western Siberia. Remote Sensing ofEnvironment, 137, 139-146.
63) Yamagata Y., Seya H.: (2013) Simulating a future smart city: An integrated landuse-energy model. Applied Energy, 112, 1466-1474.
64) Hayashi M., Yamagata Y., Borjigin H., Bagan H., Suzuki R., Saigusa N.: (2013) Forest
biomass mapping with airborne LiDAR in Yokohama City. Journal of the Japan Societyof Photogrammetry and Remote Sensing, 52 (6), 306-315.
65) Shigeto S., Yamagata Y., Ii R., Hidaka M., Horio M.: (2012) An easily traceable scenario
for 80% CO2 emission reduction in Japan through the final consumption-based CO2
emission approach: A case study of Kyoto-city. Applied Energy, 90, 201-205.
66) Seya H., Tsutsumi M., Yamagata Y.: (2012) Income convergence in Japan: A Bayesianspatial Durbin model approach. Economic Modelling, 29(1), 60-71.
67) Bagan H., Yamagata Y.: (2012). Landsat analysis of urban growth: How Tokyo became
the world’s largest megacity during the last 40 years. Remote Sensing of Environment,
127, 210-222.
68) Makido Y., Dhakal S., Yamagata Y.: (2012) Relationship between urban form and CO2
emissions: evidence from fifty Japanese cities. Urban Climate, 2, 55-67.
69) Iwao K., Nishida K., Nasahara K., Kinoshita T., Yamagata Y., Patton D., Tsuchida S.:(2011) Creation of new global land cover map with map integration. Journal of
Geographic Information System, 3(2), 160-165.
70) Masui T., Matsumoto K., Hijioka Y., Kinoshita T., Nozawa T., Ishiwatari S., Kato E.,
Shukla P.R., Yamagata Y., Kainuma M.: (2011) An emission pathway for stabilization at
6 Wm(-2) radiative forcing. Climatic Change, 109, (1-2), 59-76.
71) Adachi M., Ito A., Ishida A., Kadir, W R., Ladpala, P., Yamagata Y.: (2011) Carbon
budget of tropical forests in southeast Asia and the effects of deforestation: anapproach using a process-based model and field measurements. Biogeosciences, 8(9),2635-2647.
72) Bagan H., Kinoshita T., Yamagata Y.: (2011) Combination of AVNIR-2, PALSAR, andPolarimetric Parameters for Land Cover Classification. IEEE Transactions on
Geoscience and Remote Sensing, 50(4), 1318-1328.
73) Yang J., Yoshida K., Kranxer F., Sun Y., Yamagata Y.: (2011) Can FSC certification
system be adopted in local Japan? From cost benefit viewpoint. Forest Policy andEconomics, 1-37.
74) Yamagata Y., Yang J., Galaskiewicz J.: (2011) An Embedded Network Approach to the
Ratification of Environmental Treaties: Case Studies of the UNFCCC and Kyoto
Protocol. International Environmental Agreement, 1-25.