Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing

Mingjuan Xie, Xiaofei Ma, Yuangang Wang, Chaofan Li, Haiyang Shi, Xiuliang Yuan, Olaf Hellwich, Chunbo Chen, Wenqiang Zhang, Chen Zhang, Qing Ling, Ruixiang Gao, Yu Zhang, Friday Uchenna Ochege, Amaury Frankl, Philippe De Maeyer, Nina Buchmann, Iris Feigenwinter, Jørgen E. Olesen, Radoslaw Juszczak, Adrien Jacotot, Aino Korrensalo, Andrea Pitacco, Andrej Varlagin, Ankit Shekhar, Annalea Lohila, Arnaud Carrara, Aurore Brut, Bart Kruijt, Benjamin Loubet, Bernard Heinesch, Bogdan Chojnicki, Carole Helfter, Caroline Vincke, Changliang Shao, Christian Bernhofer, Christian Brümmer, Christian Wille, Eeva-Stiina Tuittila, Eiko Nemitz, Franco Meggio, Gang Dong, Gary Lanigan, Georg Niedrist, Georg Wohlfahrt, Guoyi Zhou, Ignacio Goded, Thomas Gruenwald, Janusz Olejnik, Joachim Jansen, Johan Neirynck, Juha-Pekka Tuovinen, Junhui Zhang, Katja Klumpp, Kim Pilegaard, Ladislav Šigut, Leif Klemedtsson, Luca Tezza, Lukas Hörtnagl, Marek Urbaniak, Marilyn Roland, Marius Schmidt, Mark A. Sutton, Markus Hehn, Matthew Saunders, Matthias Mauder, Mika Aurela, Mika Korkiakoski, Mingyuan Du, Nadia Vendrame, Natalia Kowalska, Paul G. Leahy, Pavel Alekseychik, Peili Shi, Per Weslien, Shiping Chen, Silvano Fares, Thomas Friborg, Tiphaine Tallec, Tomomichi Kato, Torsten Sachs, Trofim Maximov, Umberto Morra di Cella, Uta Moderow, Yingnian Li, Yongtao He, Yoshiko Kosugi, Geping Luo

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DOI
10.1038/s41597-023-02473-9
Published
2023-09-07
Container
Scientific Data
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41597-023-02473-9,
  title = {Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing},
  author = {Mingjuan Xie and Xiaofei Ma and Yuangang Wang and Chaofan Li and Haiyang Shi and Xiuliang Yuan and Olaf Hellwich and Chunbo Chen and Wenqiang Zhang and Chen Zhang and Qing Ling and Ruixiang Gao and Yu Zhang and Friday Uchenna Ochege and Amaury Frankl and Philippe De Maeyer and Nina Buchmann and Iris Feigenwinter and Jørgen E. Olesen and Radoslaw Juszczak and Adrien Jacotot and Aino Korrensalo and Andrea Pitacco and Andrej Varlagin and Ankit Shekhar and Annalea Lohila and Arnaud Carrara and Aurore Brut and Bart Kruijt and Benjamin Loubet and Bernard Heinesch and Bogdan Chojnicki and Carole Helfter and Caroline Vincke and Changliang Shao and Christian Bernhofer and Christian Brümmer and Christian Wille and Eeva-Stiina Tuittila and Eiko Nemitz and Franco Meggio and Gang Dong and Gary Lanigan and Georg Niedrist and Georg Wohlfahrt and Guoyi Zhou and Ignacio Goded and Thomas Gruenwald and Janusz Olejnik and Joachim Jansen and Johan Neirynck and Juha-Pekka Tuovinen and Junhui Zhang and Katja Klumpp and Kim Pilegaard and Ladislav Šigut and Leif Klemedtsson and Luca Tezza and Lukas Hörtnagl and Marek Urbaniak and Marilyn Roland and Marius Schmidt and Mark A. Sutton and Markus Hehn and Matthew Saunders and Matthias Mauder and Mika Aurela and Mika Korkiakoski and Mingyuan Du and Nadia Vendrame and Natalia Kowalska and Paul G. Leahy and Pavel Alekseychik and Peili Shi and Per Weslien and Shiping Chen and Silvano Fares and Thomas Friborg and Tiphaine Tallec and Tomomichi Kato and Torsten Sachs and Trofim Maximov and Umberto Morra di Cella and Uta Moderow and Yingnian Li and Yongtao He and Yoshiko Kosugi and Geping Luo},
  year = {2023},
  journal = {Scientific Data},
  doi = {10.1038/s41597-023-02473-9},
  url = {https://doi.org/10.1038/s41597-023-02473-9}
}

RIS

TY  - JOUR
TI  - Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing
AU  - Mingjuan Xie
AU  - Xiaofei Ma
AU  - Yuangang Wang
AU  - Chaofan Li
AU  - Haiyang Shi
AU  - Xiuliang Yuan
AU  - Olaf Hellwich
AU  - Chunbo Chen
AU  - Wenqiang Zhang
AU  - Chen Zhang
AU  - Qing Ling
AU  - Ruixiang Gao
AU  - Yu Zhang
AU  - Friday Uchenna Ochege
AU  - Amaury Frankl
AU  - Philippe De Maeyer
AU  - Nina Buchmann
AU  - Iris Feigenwinter
AU  - Jørgen E. Olesen
AU  - Radoslaw Juszczak
AU  - Adrien Jacotot
AU  - Aino Korrensalo
AU  - Andrea Pitacco
AU  - Andrej Varlagin
AU  - Ankit Shekhar
AU  - Annalea Lohila
AU  - Arnaud Carrara
AU  - Aurore Brut
AU  - Bart Kruijt
AU  - Benjamin Loubet
AU  - Bernard Heinesch
AU  - Bogdan Chojnicki
AU  - Carole Helfter
AU  - Caroline Vincke
AU  - Changliang Shao
AU  - Christian Bernhofer
AU  - Christian Brümmer
AU  - Christian Wille
AU  - Eeva-Stiina Tuittila
AU  - Eiko Nemitz
AU  - Franco Meggio
AU  - Gang Dong
AU  - Gary Lanigan
AU  - Georg Niedrist
AU  - Georg Wohlfahrt
AU  - Guoyi Zhou
AU  - Ignacio Goded
AU  - Thomas Gruenwald
AU  - Janusz Olejnik
AU  - Joachim Jansen
AU  - Johan Neirynck
AU  - Juha-Pekka Tuovinen
AU  - Junhui Zhang
AU  - Katja Klumpp
AU  - Kim Pilegaard
AU  - Ladislav Šigut
AU  - Leif Klemedtsson
AU  - Luca Tezza
AU  - Lukas Hörtnagl
AU  - Marek Urbaniak
AU  - Marilyn Roland
AU  - Marius Schmidt
AU  - Mark A. Sutton
AU  - Markus Hehn
AU  - Matthew Saunders
AU  - Matthias Mauder
AU  - Mika Aurela
AU  - Mika Korkiakoski
AU  - Mingyuan Du
AU  - Nadia Vendrame
AU  - Natalia Kowalska
AU  - Paul G. Leahy
AU  - Pavel Alekseychik
AU  - Peili Shi
AU  - Per Weslien
AU  - Shiping Chen
AU  - Silvano Fares
AU  - Thomas Friborg
AU  - Tiphaine Tallec
AU  - Tomomichi Kato
AU  - Torsten Sachs
AU  - Trofim Maximov
AU  - Umberto Morra di Cella
AU  - Uta Moderow
AU  - Yingnian Li
AU  - Yongtao He
AU  - Yoshiko Kosugi
AU  - Geping Luo
PY  - 2023
JO  - Scientific Data
DO  - 10.1038/s41597-023-02473-9
UR  - https://doi.org/10.1038/s41597-023-02473-9
ER  - 

APA

Xie, M., Ma, X., Wang, Y., Li, C., Shi, H., Yuan, X., Hellwich, O., Chen, C., Zhang, W., Zhang, C., Ling, Q., Gao, R., Zhang, Y., Ochege, F. U., Frankl, A., Maeyer, P. D., Buchmann, N., Feigenwinter, I., Olesen, J. E., Juszczak, R., Jacotot, A., Korrensalo, A., Pitacco, A., Varlagin, A., Shekhar, A., Lohila, A., Carrara, A., Brut, A., Kruijt, B., Loubet, B., Heinesch, B., Chojnicki, B., Helfter, C., Vincke, C., Shao, C., Bernhofer, C., Brümmer, C., Wille, C., Tuittila, E., Nemitz, E., Meggio, F., Dong, G., Lanigan, G., Niedrist, G., Wohlfahrt, G., Zhou, G., Goded, I., Gruenwald, T., Olejnik, J., Jansen, J., Neirynck, J., Tuovinen, J., Zhang, J., Klumpp, K., Pilegaard, K., Šigut, L., Klemedtsson, L., Tezza, L., Hörtnagl, L., Urbaniak, M., Roland, M., Schmidt, M., Sutton, M. A., Hehn, M., Saunders, M., Mauder, M., Aurela, M., Korkiakoski, M., Du, M., Vendrame, N., Kowalska, N., Leahy, P. G., Alekseychik, P., Shi, P., Weslien, P., Chen, S., Fares, S., Friborg, T., Tallec, T., Kato, T., Sachs, T., Maximov, T., Cella, U. M. D., Moderow, U., Li, Y., He, Y., Kosugi, Y., & Luo, G. (2023). Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing. Scientific Data. https://doi.org/10.1038/s41597-023-02473-9

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