研究業績

Peer-reviewed articles

  1. Migliavacca, M., Musavi, T., Mahecha, M. D., Nelson, J. A., Knauer, J., Baldocchi, D. D., Perez-Priego, O., Christiansen, R., Peters, J., Anderson, K., Bahn, M., Black, T. A., Blanken, P. D., Bonal, D., Buchmann, N., Caldararu, S., Carrara, A., Carvalhais, N., Cescatti, A., Chen, J., Cleverly, J., Cremonese, E., Desai, A. R., El-Madany, T. S., Farella, M. M., Fernández-Martínez, M., Filippa, G., Forkel, M., Galvagno, M., Gomarasca, U., Gough, C. M., Göckede, M., Ibrom, A., Ikawa, H., Janssens, I. A., Jung, M., Kattge, J., Keenan, T. F., Knohl, A., Kobayashi, H., Kraemer, G., Law, B. E., Liddell, M. J., Ma, X., Mammarella, I., Martini, D., Macfarlane, C., Matteucci, G., Montagnani, L., Pabon-Moreno, D. E., Panigada, C., Papale, D., Pendall, E., Penuelas, J., Phillips, R. P., Reich, P. B., Rossini, M., Rotenberg, E., Scott, R. L., Stahl, C., Weber, U., Wohlfahrt, G., Wolf, S., Wright, I. J., Yakir, D., Zaehle, S., Reichstein, M. (2021). The three major axes of terrestrial ecosystem function. Nature. doi:10.1038/s41586-021-03939-9.
  2. Jennifer Watts, Susan M Natali, Christina Minions, David Risk, Kyle A. Arndt, Donatella Zona, Eugenie S Euskirchen, Adrian V Rocha, Oliver Sonnentag, Manuel Helbig, Aram Kalhori, Walter C. Oechel, Hiroki Ikawa, Masahito Ueyama, Rikie Suzuki, Hideki Kobayashi, Gerardo Celis, Edward A.G. Schuur, Elyn R Humphreys, Yongwon Kim, Bang-Yong Lee, Scott J. Goetz, Nima Madani, Luke Schiferl, Roisin Commane, John S Kimball, Zhihua Liu, Margaret S Torn, Stefano Potter, Jonathan A Wang, Torre Jorgenson, Jingfeng Xiao, Xing Li and Colin Edgar, (in press), Soil respiration strongly offsets carbon uptake in Alaska and Northwest Canada, Environmental Research Letters.
  3. Jan-Peter George , Wei Yang, Hideki Kobayashi, Tobias Biermann, Arnaud Carrara, Edoardo Cremonese, Matthias Cuntz, Silvano Fares, Giacomo Gerosa, Thomas Grünwald, Niklas Hase, Michal Heliasz, Andreas Ibrom, Alexander Knohl, Bart Kruijt, Holger Lange, Jean-Marc Limousin, Denis Loustau, Petr Lukes, Riccardo Marzuoli, Meelis Molder, Leonardo Montagnani, Johan Neirynck, Matthias Peichl , Corinna Rebmann, Marius Schmidt, Francisco Ramon Lopez Serrano, Kamel Soudani, Caroline Vincke, Jan Pisek, Method comparison of indirect assessments of understory leaf area index (LAIu): A case study across the extended network of ICOS forest ecosystem sites in Europe, 2021,Ecological Indicators, https://doi.org/10.1016/j.ecolind.2021.107841.
  4. Shihori Kawashima, Masahito Ueyama, Mikita Okamura, Yoshinobu Harazono, Hiroki Iwata and Hideki Kobayashi (2021), Spring onsets of a young forest in interior Alaska determined based on time‑lapse camera and eddy covariance measurements. Journal of Agricultural Meteorology, D-21.
  5. Anna-Maria Virkkala, Juha Aalto, Brendan M. Rogers, Torbern Tagesson, Claire C. Treat, Susan M. Natali, Jennifer D. Watts, Stefano Potter, Aleksi Lehtonen, Marguerite Mauritz, Edward A. G. Schuur, John Kochendorfer, Donatella Zona, Walter Oechel, Hideki Kobayashi, Elyn Humphreys, Mathias Goeckede, Hiroki Iwata, Peter Lafleur, Eugenie S. Euskirchen, Stef Bokhorst, Maija Marushchak, Pertti J. Martikainen, Bo Elberling, Carolina Voigt, Christina Biasi, Oliver Sonnentag, Frans-Jan W. Parmentier, Masahito Ueyama, Gerardo Celis, Vincent L. St.Loius, Craig A. Emmerton, Matthias Peichl, Jinshu Chi, Järvi Järveoja, Mats. B. Nilsson, Steven F. Oberbauer, Margaret S. Torn, Sang-Jong Park, Han Dolman, Ivan Mammarella, Namyi Chae, Rafael Poyatos, Efrén López-Blanco, Torben Røjle Christensen, Min Jung Kwon, M. Luoto (2021), Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: regional patterns and uncertainties, Global Change Biology. 
  6. Alice S.A. Johnston, Andrew Meade, Jonas Ardö, Nicola Arriga, Andy Black, Peter D. Blanken, Damien Bonal, Christian Brümmer, Alessandro Cescatti, Jiří Dušek, Alexander Graf, Beniamino Gioli, Ignacio Goded, Christopher M. Gough, Hiroki Ikawa, Rachhpal Jassal, Hideki Kobayashi, Vincenzo Magliulo, Giovanni Manca, Leonardo Montagnani, Fernando E. Moyano, Jørgen E. Olesen, Torsten Sachs, Changliang Shao, Torbern Tagesson, Georg Wohlfahrt, Sebastian Wolf, William Woodgate, Andrej Varlagin, Chris Venditti (2021), Temperature thresholds of ecosystem respiration at a global scale. Nature Ecology & Evolution, 5(4), 487-494.
  7. Housen Chu; Xiangzhong Luo; Zutao Ouyang; W. Stephen Chan; Sigrid Dengel; Sébastien C. Biraud; Margaret S. Torn; Stefan Metzger; Jitendra Kumar; M. Altaf Arain; Tim J. Arkebauer; Dennis Baldocchi; Carl Bernacchi; Dave Billesbach; T. Andrew Black; Peter D. Blanken; Gil Bohrer; Rosvel Bracho; Shannon Brown; Nathaniel A. Brunsell; Jiquan Chen; Xingyuan Chen; Kenneth Clark; Ankur R. Desai; Tomer Duman; David Durden; Silvano Fares; Inke Forbrich; John A. Gamon; Christopher M. Gough; Timothy Griffis; Manuel Helbig; David Hollinger; Elyn Humphreys; Hiroki Ikawa; Hiroki Iwata; Yang Ju; John F. Knowles; Sara H. Knox; Hideki Kobayashi; Thomas Kolb; Beverly Law; Xuhui Lee; Marcy Litvak; Heping Liu; J. William Munger; Asko Noormets; Kim Novick; Steven F. Oberbauer; Walter Oechel; Patty Oikawa; Shirley A. Papuga; Elise Pendall; Prajaya Prajapati; John Prueger; William L Quinton; Andrew D. Richardson; Eric S. Russell; Russell L. Scott; Gregory Starr; Ralf Staebler; Paul C. Stoy; Ellen Stuart-Haëntjens; Oliver Sonnentag; Ryan C. Sullivan; Andy Suyker; Masahito Ueyama; Rodrigo Vargas; Jeffrey D. Wood; Donatella Zona, (2021) Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites. Agricultural and Forest Meteorology301, 108350.
  8. Béland, M., & Kobayashi, H. (2021). Mapping forest leaf area density from multiview terrestrial lidar. Methods in Ecology and Evolution12(4), 619-633.
  9. Yi, Y., Kimball, J. S., Watts, J. D., Natali, S. M., Zona, D., Liu, J., Ueyama, M., Kobayashi, H., Oechel, W., and Miller, C. E.: Investigating the sensitivity of soil heterotrophic respiration to recent snow cover changes in Alaska using a satellite-based permafrost carbon model, Biogeosciences, 17, 5861–5882, https://doi.org/10.5194/bg-17-5861-2020, 2020.
  10. Sakai, Y., Kobayashi, H., & Kato, T. (2020). FLiES-SIF version 1.0: three-dimensional radiative transfer model for estimating solar induced fluorescence. Geoscientific Model Development13(9), 4041-4066.
  11. Xu, X., Asawa, T., Kobayashi, H. Narrow-to-Broadband Conversion for Albedo Estimation on Urban Surfaces by UAV-Based Multispectral Camera. Remote Sens. 202012, 2214.
  12. Sato, H., Kobayashi, H., Beer, C. and Fedorov, A.N., 2020. Simulating interactions between topography, permafrost, and vegetation in Siberian larch forest. Environmental Research Letters, 15, 095006.
  13. Nagai Shin, Ayumi Kotani, Tomonori Sato, Atsuko Sugimoto, Trofim C. Maximov, Aleksandr Nogovitcyn, Yumiko Miyamoto, Hideki Kobayashi, REJ3 summer school collaborators, and Shunsuke Tei, (2020),Direct measurement of leaf area index in a deciduous needle-leaf forest, East Siberia, Polar Science,  25, 100550, https://doi.org/10.1016/j.polar.2020.100550.
  14. Gilberto Pastorello, carlo trotta, Eleonora Canfora, Housen Chu, Danielle Christianson, YOU-WEI CHEAH, Cristina Poindexter, Jiquan Chen, Abdelrahman Elbashandy, Marty Humphrey, Peter Isaac, Diego Polidori, Alessio Ribeca, Catharine van Ingen, Leiming Zhang, Brian Amiro, Christof Ammann, Altaf Arain, Jonas Ardo, Timothy Arkebauer, Stefan Arndt, Nicola Arriga, Marc Aubinet, Mika Aurela, Dennis Baldocchi, Alan Barr, Eric Beamesderfer, Luca Belelli Marchesini, Onil Bergeron, Jason Beringer, Christian Bernhofer, Daniel Berveiller, Dave Billesbach, T. Andrew Black, Peter Blanken, Gil Bohrer, Julia Boike, Paul V. Bolstad, Damien Bonal, Jean-Marc Bonnefond, Dave Bowling, Rosvel Bracho, Jason Brodeur, Christian Brümmer, Nina Buchmann, Benoit Burban, Sean Burns, Pauline Buysse, Peter Cale, mauro cavagna, Pierre Cellier, Shiping Chen, Isaac Chini, Torben Christensen, James Cleverly, Alessio Collalti, Claudia Consalvo, Bruce Cook, David Cook, Carole Coursolle, Edoardo Cremonese, Peter Curtis, Ettore D’ANDREA, Humberto Rocha, Xiaoqin Dai, Kenneth Davis, bruno de cinti, Agnes de Grandcourt, Anne De Ligne, Raimundo Oliveira Junior, Nicolas Delpierre, Ankur Desai, Carlos Di Bella, Paul Di Tommasi, Albertus J. Dolman, Francisco Domingo, Gang Dong, Sabina Dore, Pierpaolo Duce, Eric Dufrêne, Allison Dunn, Jiří Dušek, Derek Eamus, Uwe Eichelmann, Hatim ElKhidir, Werner Eugster, Cacilia Ewenz, Brent E. Ewers, Daniela Famulari, Silvano Fares, Iris Feigenwinter, Andrew Feitz, Rasmus Fensholt, Gianluca Filippa, Marc Fischer, John Frank, Marta Galvagno, Mana Gharun, Damiano Gianelle, Bert Gielen, Beniamino Gioli, Anatoly Gitelson, Ignacio Goded, Mathias Gockede, Allen Goldstein, Christopher Gough, Michael Goulden, Alexander Graf, Anne Griebel, Carsten Gruening, Thomas Grünwald, Albin Hammerle,Shijie Han, Xingguo Han, Birger Hansen, Chad Hanson, Juha Hatakka, Yongtao He, Markus Hehn, Bernard Heinesch, Nina Hinko-Najera, Lukas Hörtnagl, Lindsay Hutley, Andreas Ibrom, Hiroki Ikawa, and Marcin Jackowicz-Korczynski, Dalibor Janouš, Wilma Jans, Rachhpal Jassal, Shicheng Jiang, Tomomichi Kato, Myroslava Khomik, Janina Klatt, Alexander Knohl, Sara Knox, Hideki Kobayashi, Georgia Koerber, Olaf Kolle, Yoshiko Kosugi, Ayumi Kotani, Andrew Kowalski, Bart Kruijt, Julia Kurbatova, Werner L. Kutsch, Hyojung Kwon, Samuli Launiainen, Tuomas Laurila, Bev Law, Ray Leuning, Yingnian Li, Michael Liddell, Jean-Marc Limousin, Marryanna Lion, Adam Liska, Annalea Lohila, Ana López-Ballesteros, Efrén López-Blanco, Benjamin Loubet, Denis Loustau, Antje Lucas-Moffat, Johannes Lüers, Siyan Ma, Craig Macfarlane, Vincenzo Magliulo, Regine Maier, Ivan Mammarella, Giovanni Manca, Barbara Marcolla, Hank A. Margolis, Serena Marras, William Massman, Mikhail Mastepanov, Roser Matamala, Jaclyn Hatala Matthes, Francesco Mazzenga, Harry McCaughey, Ian McHugh, Andrew M. S. McMillan, Lutz Merbold, Wayne Meyer, Tilden Meyers, Scott D. Miller, Stefano Minerbi, Uta Moderow, Russell K. Monson, Leonardo Montagnani, Caitlin E. Moore, Eddy Moors, Virginie Moreaux, Christine Moureaux, J. William Munger, Taro Nakai, Johan Neirynck, Zoran Nesic, Giacomo Nicolini, Asko Noormets, Matthew Northwood, Marcelo Nosetto, Yann Nouvellon, Kimberly Novick, Walter Oechel, Jørgen Eivind Olesen, Jean-Marc Ourcival, Shirley A. Papuga, Frans-Jan Parmentier, Eugenie Paul-Limoges, Marian Pavelka, Matthias Peichl, Elise Pendall, Richard P. Phillips, Kim Pilegaard, Norbert Pirk, Gabriela Posse, Thomas Powell, Heiko Prasse, Suzanne M. Prober, Serge Rambal, Üllar Rannik, Naama Raz-Yaseef, David Reed, Victor Resco de Dios, Natalia Restrepo-Coupe, Borja R. Reverter, Marilyn Roland, Simone Sabbatini, Torsten Sachs, Scott R. Saleska, Enrique P. Sánchez-Cañete, Zulia M. Sanchez-Mejia, Hans Peter Schmid, Marius Schmidt, Karl Schneider, Frederik Schrader, Ivan Schroder, Russell L. Scott, Pavel Sedlák, Penélope Serrano-Ortíz, Changliang Shao, Peili Shi, Ivan Shironya, Lukas Siebicke, Ladislav Šigut, Richard Silberstein, Costantino Sirca, Donatella Spano, Rainer Steinbrecher, Robert M. Stevens, Cove Sturtevant, Andy Suyker, Torbern Tagesson, Satoru Takanashi, Yanhong Tang, Nigel Tapper, Jonathan Thom, Frank Tiedemann, Michele Tomassucci, Juha-Pekka Tuovinen, Shawn Urbanski, Riccardo Valentini, Michiel van der Molen, Eva van Gorsel, Ko van Huissteden, Andrej Varlagin, Joseph Verfaillie, Timo Vesala, Caroline Vincke, Domenico Vitale, Natalia Vygodskaya, Jeffrey P. Walker, Elizabeth Walter-Shea, Huimin Wang, Robin Weber, Sebastian Westermann, Christian Wille, Steven Wofsy, Georg Wohlfahrt, Sebastian Wolf, William Woodgate, Yuelin Li, Roberto Zampedri, Junhui Zhang, Guoyi Zhou, Donatella Zona, Deb Agarwal, Sebastien Biraud, Margaret Torn, Dario Papale, (In press), The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data, Science Data 7, 225 (2020). https://doi.org/10.1038/s41597-020-0534-3
  15. Ueyama, M., Ichii, K., Kobayashi, H., Kumagai, T. O., Beringer, J., Merbold, L., … & Saitoh, T. M. (2020). Inferring CO2 fertilization effect based on global monitoring land-atmosphere exchange with a theoretical model. Environmental Research Letters, 15(8), 084009.
  16. Zhu, C., Kanaya, Y., Takigawa, M., Ikeda, K., Tanimoto, H., Taketani, F., Miyakawa, T., Kobayashi, H., and Pisso, I.: FLEXPART v10.1 simulation of source contributions to Arctic black carbon, Atmos. Chem. Phys., 20, 1641–1656, https://doi.org/10.5194/acp-20-1641-2020, 2020.
  17. Morozumi T, Sugimoto A, Suzuki R, Nagai S, Kobayashi H, Tei S, Takano S, Shakhmatov R, Maximov, T, (2020), Photographic records of plant phenology and spring river flush timing in a river lowland ecosystem at the taiga– tundra boundary, north-eastern Siberia, Ecological Research, Data paper, https://doi.org/10.1111/1440-1703.12107
  18. Liu Z, Kimball J, Parazoo N, Ballantyne A, Wang W, Madani N, Pan C, Watts J, Reichle R, Sonnentag O, Marsh P, Hurkuck M, Helbig M, Quinton W, Zona D, Ueyama M, Kobayashi H, Euskirchen E (2020), Increased high‐latitude photosynthetic carbon gain offset by respiration carbon loss during an anomalous warm winter to spring transition, Global Change Biology, 26(2), 682-696.
  19. Yang W, Kobayashi H , Wang C, Shen M, Chen J, Matsushita B, Tang Y, Kim Y, Syndonia Bret-Harte M S, Zona D, Oechel W, Kondoh A, (2019), A semi-analytical snow-free vegetation index for improving estimation of plant phenology in tundra and grassland ecosystems. Remote Sensing of Environment, 228, 31-44.
  20. Mäkelä, J., Knauer, J., Aurela, M., Black, A., Heimann, M., Kobayashi, H., Lohila, A., Mammarella, I., Margolis, H., Markkanen, T., Susiluoto, J., Thum, T., Viskari, T., Zaehle, S., & Aalto, T. (2019). Parameter calibration and stomatal conductance formulation comparison for boreal forests with adaptive population importance sampler in the land surface model JSBACH. Geoscientific Model Development, 12(9), 4075-4098. doi:10.5194/gmd-12-4075-2019.
  21. Morozumi T, Shingubara R, Suzuki R, Kobayashi H, Tei S,  Takano S, Fan R, Liang M, Maximov T. C, Sugimoto A. (2019). Estimating methane emissions using vegetation mapping in the taiga–tundra boundary of a north-eastern Siberian lowland. Tellus B: Chemical and Physical Meteorology, 71(1), 1-17.
  22. Morozumi T, Shingubara R, Murase J, Nagai S, Kobayashi H, Takano S, Tei S, Fan R, Maximov TC, Sugimoto A, (2019). Usability of water surface reflectance for the determination of riverine dissolved methane during extreme flooding in northeastern Siberia. Polar Science.
  23. Nagai S, Ikeda K, Kobayashi H (2018). Simple method to detect year-to-year variability of blooming phenology of Cerasus× yedoensis by digital camera. International journal of biometeorology, 62(12), 2183-2188.
  24. Kobayashi H, Suzuki R, Yang W, Ikawa H, Inoue T, Nagano H and Kim Y (2018), Spectral reflectance and associated photograph of boreal forest understory formation in interior Alaska, Polar Data Journal, Vol. 2, 14–29 (Data Paper)
  25. 神谷秀明・沖一雄・Hyungjun KIM・小林秀樹 (2018) 全球3 次元放射伝達スキーム構築に向けた森林構造を表現するパラメータの比較研究, 水工学論文集第63巻(土木学会論文集B1(水工学), Vol.75, No.5, I_61-I_66.
  26. Kobayashi H, Nagai S, Kim Y, Yang W, Ikeda K, Ikawa H, Nagano H, Suzuki R. In Situ Observations Reveal How Spectral Reflectance Responds to Growing Season Phenology of an Open Evergreen Forest in Alaska. Remote Sensing. 2018; 10(7):1071.
  27. Sato, H., H. Kobayashi (2018). Topography controls the abundance of Siberian larch forest. Journal of Geophysical Research: Biogeosciences, 123, 106–116. https://doi.org/10.1002/ 2017JG004096.
  28. 小林秀樹, 永野博彦, 金龍元, 鈴木力英 (2018), アラスカのトウヒ林における晴天・曇天時の森林ギャップ確率の測定と葉面積指数推定値の比較, 日本リモートセンシング学会誌技術報告, 38(1), 44-50.
  29. Wu, J., Kobayashi, H., Stark, S. C., Meng, R., Guan, K., Tran, N. N., Gao, S., Yang, W., Restrepo-Coupe, N., Miura, T., Oliviera, R. C., Rogers, A., Dye, D. G., Nelson, B. W., Serbin, S. P., Huete, A. R. and Saleska, S. R. (2018), Biological processes dominate seasonality of remotely sensed canopy greenness in an Amazon evergreen forest. New Phytol, 217: 1507–1520. doi:10.1111/nph.14939.
  30. Nagano, H., Ikawa, H., Nakai, T., Matsushima-Yashima, M., Kobayashi, H., Kim, Y., & Suzuki, R. (2018). Extremely dry environment down-regulates nighttime respiration of a black spruce forest in Interior Alaska. Agricultural and Forest Meteorology, 249, 297-309.
  31. Köhler, P., Guanter, L., Kobayashi, H., Walther, S., & Yang, W. (2018). Assessing the potential of sun-induced fluorescence and the canopy scattering coefficient to track large-scale vegetation dynamics in Amazon forests. Remote Sensing of Environment, 204, 769-785.
  32. Ryu, Y., Jiang, C., Kobayashi, H., & Detto, M. (2018). MODIS-derived global land products of shortwave radiation and diffuse and total photosynthetically active radiation at 5 km resolution from 2000. Remote Sensing of Environment, 204, 812-825.
  33. Yang, W. H. Kobayashi, X. Chen, K. N. Nasahara, R. Suzuki, A. Kondoh (2017), Modeling three-dimensional forest structures to drive canopy radiative transfer simulations of bidirectional reflectance factor, International Journal of Digital Earth, Pages 1-20, http://dx.doi.org/10.1080/17538947.2017.1353146.
  34. Zhu C., H. Kobayashi, Y. Kanaya, M. Saito (2017), Size-dependent validation of MODIS MCD64A1 burned area over six vegetation types in boreal Eurasia: Large underestimation in croplands, Scientific Reports 7, Article number: 4181, doi:10.1038/s41598-017-03739-0
  35. Ichii K., M. Ueyama, M. Kondo, N. Saigusa, J. Kim, Ma. C. Alberto, J. Ardö, E.S. Euskirchen, M. Kang, T. Hirano, J. Joiner, H. Kobayashi, L. B. Marchesini, L. Merbold, A. Miyata, T.M. Saitoh, K. Takagi, A. Varlagin, M. S. Bret-Harte, K. Kitamura, Y. Kosugi, A. Kotani, K. Kumar, S.-G. Li, T. Machimura, Y. Matsuura, Y. Mizoguchi, T. Ohta, S. Mukherjee, Y. Yanagi, Y. Yasuda, Y. Zhang, F. Zhao (2017), New data-driven estimation of terrestrial CO2 fluxes in Asia using a standardized database of eddy covariance measurements, remote sensing data, and support vector regression, J. Geophys. Res. Biogeosci., 122, 767–795, doi:10.1002/ 2016JG003640.
  36. Verma M, J. Fisher, K. Mallick, Y.  Ryu, H. Kobayashi, A.  Guillaume, G.  Moore, L. Ramakrishnan, V.  Hendrix, S. Wolfe, M.  Sikka, G. Kiely, G.  Wohlfahrt, B.  Gielen, O.  Roupsard, P.  Toscano, A.  Arain, A.  Cascatti (2016), Global surface net-­radiation at 5 km from MODIS Terra, Remote Sensing, 8(9), 739; doi:10.3390/rs8090739
  37. Hovi A., Liang  J., Korhonen L., Kobayashi H., and Rautiainen M., (2016), Quantifying the missing link between forest albedo and productivity in the boreal zone, Biogeosciences, 13, 1–16, 2016 www.biogeosciences.net/13/1/2016/ doi:10.5194/bg-13-1-2016.
  38. Sato H, Kobayashi H, Iwahana G, Ohta T (2016), Endurance of larch forest ecosystems in eastern Siberia under warming trends, Ecology and Evolution, 6(16), 5690-5704
  39. Ueyama M., Tahara N., Iwata H., Euskirchen E.,  Ikawa H., Kobayashi H., Nagano H., Nakai T., Harazono Y., (2016) Optimization of a biochemical model with eddy covariance measurements in black spruce forests of Alaska for estimating CO2 fertilization effects,
    Agricultural and Forest Meteorology, 222, 98–111.
  40. Pisek, J.,  J. M. Chen, H. Kobayashi, M. Rautiainen, M. E. Schaepman, A. Karnieli, M.Sprinstin, Y.Ryu, M.Nikopensius, K. Raabe (2016), Retrieval of seasonal dynamics of forest understory reflectance from semi-arid to boreal forests using MODIS BRDF data, Journal of Geophysical Research, Biogeoscience, 121, doi:10.1002/2016JG003322.
  41. Wu, J., L. P. Albert, A. P. Lopes, N. Restrepo-Coupe, M. Hayek, K. T. Wiedemann, K. Guan, S. C. Stark, B. Christoffersen, N. Prohaska, J. V. Tavares, S. Marostica, H. Kobayashi, M. L. Ferreira, K. Silva Campos, R. da Silva, P. M. Brando, D. G. Dye, T. E. Huxman, A. R. Huete, B. W. Nelson, S. R. Saleska (2016), Leaf development and demography explain photosynthetic seasonality in Amazon evergreen forests, Science, Vol. 351, Issue 6276, pp. 972-976, DOI: 10.1126/science.aad5068
  42. Kobayashi, H., A. Yunus, S. Nagai, K. Sugiura, Y. 
Kim, B. V. Dam, H. Nagano, D. Zona, Y. 
Harazono, S. Bret-Harte, K. Ichii, H. Ikawa, H. 
Iwata, W. C. Oechel, M. Ueyama, and R. Suzuki, (2016), Latitudinal gradient of spruce forest understory and tundra 
phenology in Alaska as observed from satellite and 
ground-based data, Remote Sensing of Environment, 177,  160–170 (Open Access)
  43. Nagai, S. T. Ichie, A. Yoneyama, H. Kobayashi, T. Inoue, R. Ishii, R. Suzuki, T. Itioka, (2016), Usability of time-lapse digital camera images to detect characteristics of tree phenology in a tropical rainforest, Ecological Informatics, 32:91–106.
  44. Widlowski, J-L, C. Mio, M. Disney, J. Adams, I. Andredakis, C. Atzberger, J. Brennan, L Busetto, M. Chelle, G Ceccherini, R Colombo, J-F Côté, A. Eenmäe, R. Essery, J-P. Gastellu-Etchegorry, N. Gobron, E.Grau, V. Haverd, L. Homolová, H. Huang, L. Hunt, H. Kobayashi , B. Koetz, A. Kuusk, J. Kuusk, M. Lang, P. E. Lewis, J. L. Lovell,Z. Malenovsky, M. Meroni, F. Morsdorf, M. Mõttus, T. Nilson, W. Ni‐Meister, B. Pinty, M. Rautiainen, M. Schlerf, B. Somers, J. Stuckens, M. M. Verstraete, W. Yang, F. Zhao, T. Zenone, (2015), The fourth phase of the radiative transfer model intercomparison (RAMI) exercise: Actual canopy scenarios and conformity testing, Remote Sensing of Environment, 169, 418–437
  45. Ikawa, H., T. Nakai, R. C Busey, Y. Kim, H. Kobayashi, S. Nagai, M. Ueyama, K. Saito, H. Nagano, R. Suzuki, L. Hinzman, (2015), Understory CO2, sensible heat, and latent heat fluxes in a black spruce forest in interior Alaska, Agricultural and Forest Meteorology, 214-215, 80-9
  46. Osuna, J., D. Baldocchi, H. Kobayashi , T. E. Dawson, (2015), Seasonal Trends in Photosynthesis and Electron Transport During the Mediterranean Summer Drought in Leaves of Deciduous Oaks, Tree Physiology 00, 1–16 doi:10.1093.
  47. Inoue T., S. Nagai H. Kobayashi, H. Koizumi (2015), Utilization of ground-based digital photography for the evaluation of seasonal changes in the aboveground green biomass and foliage phenology in a grassland ecosystem, Ecological Informatics, 25, 1-9.
  48. Yang, W., H. Kobayashi, R. Suzuki, K. N. Nasahara (2014), A Simple Method for Retrieving Understory NDVI in Sparse Needleleaf Forests in Alaska Using MODIS BRDF Data, Remote Sensing, 6, no. 12: 11936-11955.
  49. Nagai, S., R. Ishii, A. B. Suhaili, H. Kobayashi, M. Matsuoka, T. Ichie, T. Motohka, J. J. Kendawang, R. Suzuki (2014) Usability of noise-free daily satellite-observed green–red vegetation index values for monitoring ecosystem changes in Borneo, International Journal of Remote Sensing, 35:23, 7910-7926, DOI: 10.1080/01431161.2014.978039
  50. Ueyama M., S. Kudo, C. Iwama, H. Nagano, H. Kobayashi, Y. Harazono K. Yoshikawa, (2014) Does summer warming reduce black spruce productivity in interior Alaska?, Journal of Forest Research, DOI 10.1007/s10310-014-0448-z
  51. Kobayashi H., R. Suzuki, S. Nagai, T. Nakai, Y. Kim (2014), Spatial scale and landscape heterogeneity effects on FAPAR in an open canopy black spruce forest in interior Alaska, IEEE Geoscience and Remote Sensing Letters, Volume 11 , Issue 2, 564-568, 10.1109/LGRS.2013.2278426.(Open Access)
  52. Ichii K., M. Kondo, Y. Okabe, M. Ueyama, H. Kobayashi,, S.-J Lee, N. Saigusa, Z. Zhu, R. B. Myneni (2013) Recent changes in terrestrial gross primary productivity in Asia from 1982 to 2011. Remote Sensing (AVHRR 30yrs Special Issue), 5, 6043-6062.
  53. Nagai S., T. M. Saitoh, K. Kurumado, I. Tamagawa, H. Kobayashi, T. Inoue, R. Suzuki, M. Gamo, H. Muraoka, K. N. Nasahara (2013) Detection of bio-meteorological year-to-year variation by using digital canopy surface images of a deciduous broad-leaved forest, SOLA, Vol. 9, 106-110, doi:10.2151/sola.2013-024.
  54. Widlowski, J-L.., B. Pinty, M. Lopatka, C. Atzberger, D. Buzica, M. Chelle, M. Disney, J-P. Gastellu-Etchegorry, M. Gerboles, N. Gobron, E. Grau, H. Huang, A. Kallel, H. Kobayashi, P. E. Lewis, W. Qin, M. Schlerf, J. Stuckens, D. Xie (2013), The 4th Radiation Transfer Model Intercomparison (RAMI-IV): Proficiency Testing of Canopy Reflectance Models with ISO-13528, Journal of Geophysical Research, VOL. 118, 1–22, doi:10.1002/jgrd.50497.
  55. Nagai S.,T. M. Saitoh, N. J. Noh, T. K. Yoon, H. Kobayashi, R. Suzuki, K. N. Nasahara, Y. Son, H. Muraoka (2013), Utility of information in photographs taken upwards from the floor of closed-canopy deciduous broadleaved and closed-canopy evergreen coniferous forests for continuous observation of canopy phenology, Ecological Informatics, Vol. 18, 10-19.
  56. Nakai T., Y. Kim, R. C Busey, R. Suzuki, S. Nagai, H. Kobayashi , H. Park, K. Sugiura, A. Ito (2013), Characteristics of evapotranspiration from a permafrost black spruce forest in interior Alaska, Polar Science, 7, 136-148.
  57. Kobayashi, H., Ryu, D. D. Baldocchi, J. M. Welles, J. N. Norman (2013). On the correct estimation of gap fraction: How to remove scattered radiation in gap fraction measurements? Agricultural and Forest Meteorology, 174-175, 170-183.
  58. Vargas, R., O. Sonnentag, G. Abramowitz, A. Carrara, J. M. Chen, P. Ciais, A. Correia, T. F. Keenan, H. Kobayashi, J.-M. Ourcival, D. Papale, D. Pearson, J. S. Pereira, S. Piao, S. Rambal, D. D. Baldocchi (2013), Drought influences the accuracy of simulated ecosystem fluxes: a model-data meta-analysis for Mediterranean oak woodlands, Ecosystems, 1-16, 10.1007/s10021-013-9648-1.
  59. Nagai S., T. Nakai, T. M. Saitoh, R. C. Busey, H. Kobayashi, R. Suzuki, H. Muraoka, Y. Kim, (2013) Seasonal changes in camera-based indices from an open canopy black spruce forest in Alaska, and comparison with indices from a closed canopy evergreen coniferous forest in Japan, Polar Science, 7, 125–135..
  60. Ryu, Y., J. Verfaillie, C. MacFarlane, H. Kobayashi, O. Sonnentag, R. Vargas, S. Ma, D. D. Baldocchi, (2012). Continuous observation of tree leaf area index at ecosystem scale using upward-pointing digital cameras. Remote Sensing of Environment, 126, 116-125.
  61. Saitoh T.M., S. Nagai, N. Saigusa, H. Kobayashi, R. Suzuki, K. N. Nasahara, H. Muraoka (2012) Assessing the use of camera-based indices for characterizing canopy phenology in relation to gross primary production in a deciduous broad-leaved and an evergreen coniferous forest in Japan. Ecological Informatics, doi:10.1016/j.ecoinf.2012.05.001.
  62. Nagai, S., T. M. Saitoh, H. Kobayashi, M. Ishihara, R. Suzuki, T. Motohka, K. N. Nasahara, H. Muraoka, (2012), In situ examination of the relationship between various vegetation indices and canopy phenology in an evergreen coniferous forest, Japan. International Journal of Remote Sensing, 33(19), 6202-6214.
  63. Kobayashi, H., D. Baldocchi, Y. Ryu, Q. Chen, S. Ma, J. Osuna, S. Ustin (2012), Modeling Energy and Carbon Fluxes in a Heterogeneous Oak Woodland: A Three-Dimensional Approach,  Agricultural and Forest Meteorology, 152, 83-100.
  64. Ryu, Y., D. Baldocchi, H. Kobayashi, C. Ingen, J. Li, A. Black, J. Beringer, E. Gorsel, A. Knohl, B. Law, A. Richardson, O. Roupsard (2011), Integration of MODIS land and atmosphere products with a coupled-process model to estimate gross primary productivity and evapotranspiration from 1 km to global scales, Global Biogeochemical Cycles, 25, GB4017, doi:10.1029/2011GB004053.
  65. Suzuki, R., H. Kobayashi, Delbart, J. Asanuma, T. Hiyama (2011), NDVI responses to the forest canopy and floor from spring to summer observed by airborne spectrometer in eastern Siberia. Remote Sensing of Environment, 115, 3615-3624.
  66. Widlowski, J-L., B. Pinty, M. Clerici, Y. Dai, M. De Kauwe, K. de Ridder,A. Kallel, H. Kobayashi , T. Lavergne, W. Ni-Meister, A. Olchev, T. Quaife, S. Wang, W. Yang, Y. Yang, H. Yuan (2011), RAMI4PILPS: An Intercomparison of Formulations for the Partitioning of Solar Radiation in Land Surface Models, Journal of Geophysical Research, 116, G02019, doi:10.1029/2010JG001511.
  67. Ryu, Y., T. Nilson, H. Kobayashi, O. Sonnentag, B.E. Law, D. D. Baldocchi (2010), On the correct estimation of effective leaf area index: does it reveal information on clumping effects? Agricultural and Forest Meteorology 150: 463-472.
  68. Sato, H. H Kobayashi, Delbart (2010), Modeling vegetation structure and function in an east Siberian larch forest using the dynamic vegetation model SEIB-DGVM, Forest Ecology and Management, 259, 301-311.
  69. Kobayashi, H., N. Delbart, R. Suzuki, K. Kushida (2010), A satellite-based method for monitoring seasonality in the overstory leaf area index of Siberian larch forest, Journal of Geophysical Research, 115, G01002, doi:10.1029/2009JG000939.
  70. Ryu, Y., O. Sonnentag, T. Nilson, R. Vargas, H. Kobayashi, R. Wenk, D. D. Baldocchi (2010), How to quantify tree leaf area index in an open savanna ecosystem: A multi-instrument and multi-model approach, Agricultural and Forest Meteorology, 150: 63-76.
  71. (査読付き総説)小林秀樹 (2008),衛星データから推定されたグローバル葉面積指数プロダクトの定義,不確かさ,検証方法,日本リモートセンシング学会誌, 28, 1, 1-16
  72. 小林秀樹 (2008), 針葉樹における分光反射率と葉面積指数の関係:森林の三次元構造とクランピングの影響, 日本リモートセンシング学会誌,28(4),350-356.
  73. Kobayashi, H. and H. Iwabuchi (2008), A coupled 1-D atmosphere and 3-D canopy radiative transfer model for canopy reflectance, light environment, and photosynthesis simulation in a heterogeneous landscape, Remote Sensing of Environment, 112, 173-185.
  74. Kobayashi, H, R. Suzuki, S. Kobayashi (2007), Reflectance seasonality and its relation to the canopy leaf area index in an eastern Siberian larch forest: Multi-satellite data and radiative transfer analyses, Remote Sensing of Environment, 106, 238-252.
  75. Kobayashi, H., and D. G. Dye (2005), Atmospheric conditions for monitoring the long-term vegetation dynamics in the Amazon using normalized difference vegetation index, Remote Sensing of Environment, 97, 519-525
  76. Kobayashi, H., T. Matsunaga, and A. Hoyano (2005), Net primary production in Southeast Asia following a large reduction in photosynthetically active radiation owing to smoke, Geophysical Research Letters, 32, L02403, doi:10.1029/2004GL021704.
  77. Kobayashi, H., T. Matsunaga, A. Hoyano, M. Aoki, D. Komori, and S. Boonyawat (2004), Satellite estimation of photosynthetically active radiation in Southeast Asia: Impacts of smoke and cloud cover, Journal of Geophysical Research, 109, D04102, doi:10.1029/2003JD0038074
  78. 小林 秀樹, 松永 恒雄, 梅干野 晁 (2002):光合成有効放射吸収量(APAR)推定誤差の純一次生産量推定に与える影響 -MODIS FPARプロダクト及びTOMS紫外線反射率プロダクトによる検討- , 日本リモートセンシング学会誌, 22, 5, pp. 612-624.
  79. 小林 秀樹, 松永 恒雄, 梅干野 晁 (2002):植生キャノピーの反射モデルを用いた葉面積指数(LAI)の逆推定法の草地における適用性に関する検討, 日本リモートセンシング学会誌, 22, 3, pp. 274-287.

Books

  1. Nagai S., Kobayashi H., Suzuki R. (2019) Remote Sensing of Vegetation. In: Ohta T., Hiyama T., Iijima Y., Kotani A., Maximov T. (eds) Water-Carbon Dynamics in Eastern Siberia. Ecological Studies (Analysis and Synthesis), vol 236. Springer, 231-252, Singapore
  2. 小林秀樹(2011),第6章 植生キャノピーの放射計算,p 143-165, 気象研究ノート223号「気象・気候学のための最新放射計算技術とその応用」,日本気象学会

Conference proceedings and documents

  1. Kobayashi, T., Ono, Y., Kobayashi, H., Yang, W (2020). GCOM-C/SGLI Leaf Area Index (LAI)/ fraction of Absorbed Photosynthetically Active Radiation (fAPAR) product Algorithm Theoretical Basis Document (ATBD) 1 June 2020 (v2.000).
  2. Kobayashi, H (2015), Directional effect of canopy scale sun-induced chlorophyll fluorescence: Theoretical Consideration in A3-D radiative transfer model, Proceedings of IGARSS 2015 Pages: 3413 – 3415, DOI: 1109/IGARSS.2015.7326552
  3. Suzuki, R. H.  Kobayashi, N. Delbart, T. Hiyama, J. Asanuma (2007). NDVI responses to the forest canopy and floor in eastern Siberia. Proceedings of International Symposium on Remote Sensing 2007 (ISRS2007), 325-328.
  4. Kobayashi, H., Three-dimensional forest canopy radiative transfer model as a tool for the interpretation of the relationship among satellite-observed forest reflectance, forest stand structure, and light environment in the forest canopy, Proceeding of Japan-US Workshop, 2005.
  5. Dye, D., H. Kobayashi, A. Ito, A matter of light but not a light matter: Recent and ongoing studies at FRCGC on the relations between photosynthetically active radiation and the terrestrial carbon cycle, Proceeding of Japan-US Workshop, 2005.
  6. Kobayashi, H., Suzuki, R., and S. Kobayashi, The Effect of Reflectance from Larch Forest Floor on the Seasonal Variations in MODIS-derived Surface Reflectance, Proceeding of IEEE Geoscience and Remote Sensing Symposium, Seoul, DVD-ROM, 2005.
  7. Matsunaga, , A. Hoyano, H. Kobayashi, Application of the Model Inversion Method for LAI Estimation to the Airborne Multi-Spectral and Multi-Angle Data Proceeding of IEEE Geoscience and Remote Sensing Symposium, Sydney, Vol. 5, pp. 2385-2387, July, 2001.
  8. Matsunaga, T., A. Hoyano, H. Kobayashi, Toward the inversion of vegetation parameters using canopy reflectance models, Proceedings of SPIE’s Second International Asia-Pacific Symposium, pp. 265-276, Sendai, Oct. 2000.