Search Results

Causality guided machine learning model on wetland CH4 emissions across global wetlands

by Yuan, Kunxiaojia, Zhu, Qing, Li, Fa, Riley, William J., Torn, Margaret S., Chu, Housen, McNicol, Gavin, Chen, Min, Knox, Sara, Delwiche, Kyle, Wu, Huayi, Baldocchi, Dennis, Ma, Hongxu, Desai, Ankur R., Chen, Jiquan, Sachs, Torsten, Ueyama, Masahito, Sonnentag, Oliver, Helbig, Manuel, Tuittila, Eeva-Stiina, Jurasinski, Gerald, Koebsch, Franziska, Campbell, David, Schmid, Hans Peter, Lohila, Annalea, Goeckede, Mathias, Nilsson, Mats, Friborg, Thomas, Jansen, Joachim, Zona, Donatella, Euskirchen, Eugenie, Ward, Eric J., Bohrer, Gil, Jin, Zhenong, Liu, Licheng, Iwata, Hiroki, Goodrich, Jordan, Jackson, Robert
Published 2022

Causality guided machine learning model on wetland CH 4 emissions across global wetlands

by Yuan, Kunxiaojia, Zhu, Qing, Li, Fa, Riley, William J., Torn, Margaret, Chu, Housen, McNicol, Gavin, Chen, Min, Knox, Sara, Delwiche, Kyle, Wu, Huayi, Baldocchi, Dennis, Ma, Hongxu, Desai, Ankur R., Chen, Jiquan, Sachs, Torsten, Ueyama, Masahito, Sonnentag, Oliver, Helbig, Manuel, Tuittila, Eeva-Stiina, Jurasinski, Gerald, Koebsch, Franziska, Campbell, David, Schmid, Hans Peter, Lohila, Annalea, Goeckede, Mathias, Nilsson, Mats B., Friborg, Thomas, Jansen, Joachim, Zona, Donatella, Euskirchen, Eugenie, Ward, Eric J., Bohrer, Gil, Jin, Zhenong, Liu, Licheng, Iwata, Hiroki, Goodrich, Jordan, Jackson, Robert
Published in Agricultural and Forest Meteorology (2022)

Causality guided machine learning model on wetland CH$_{4}$ emissions across global wetlands

by Yuan, Kunxiaojia, Zhu, Qing, Li, Fa, Riley, William J., Torn, Margaret, Chu, Housen, McNicol, Gavin, Chen, Min, Knox, Sara, Delwiche, Kyle, Wu, Huayi, Baldocchi, Dennis, Ma, Hongxu, Desai, Ankur R., Chen, Jiquan, Sachs, Torsten, Ueyama, Masahito, Sonnentag, Oliver, Helbig, Manuel, Tuittila, Eeva-Stiina, Jurasinski, Gerald, Koebsch, Franziska, Campbell, David, Schmid, Hans Peter, Lohila, Annalea, Goeckede, Mathias, Nilsson, Mats B., Friborg, Thomas, Jansen, Joachim, Zona, Donatella, Euskirchen, Eugenie, Ward, Eric J., Bohrer, Gil, Jin, Zhenong, Liu, Licheng, Iwata, Hiroki, Goodrich, Jordan, Jackson, Robert
Published 2022

Causality guided machine learning model on wetland CH4 emissions across global wetlands

by Yuan, Kunxiaojia, Zhu, Qing, Li, Fa, Riley, William J., Torn, Margaret, Chu, Housen, McNicol, Gavin, Chen, Min, Knox, Sara, Delwiche, Kyle, Wu, Huayi, Baldocchi, Dennis, Ma, Hongxu, Desai, Ankur R., Chen, Jiquan, Sachs, Torsten, Ueyama, Masahito, Sonnentag, Oliver, Helbig, Manuel, Tuittila, Eeva-Stiina, Jurasinski, Gerald, Koebsch, Franziska, Campbell, David, Schmid, Hans Peter, Lohila, Annalea, Goeckede, Mathias, Nilsson, Mats B., Friborg, Thomas, Jansen, Joachim, Zona, Donatella, Euskirchen, Eugenie, Ward, Eric J., Bohrer, Gil, Jin, Zhenong, Liu, Licheng, Iwata, Hiroki, Goodrich, Jordan, Jackson, Robert
Published in Agricultural and Forest Meteorology (2023)

Causality guided machine learning model on wetland CH 4 emissions across global wetlands

by Yuan, Kunxiaojia, Zhu, Qing, Li, Fa, Riley, William J., Torn, Margaret, Chu, Housen, McNicol, Gavin, Chen, Min, Knox, Sara, Delwiche, Kyle, Wu, Huayi, Baldocchi, Dennis, Ma, Hongxu, Desai, Ankur R., Chen, Jiquan, Sachs, Torsten, Ueyama, Masahito, Sonnentag, Oliver, Helbig, Manuel, Tuittila, Eeva-Stiina, Jurasinski, Gerald, Koebsch, Franziska, Campbell, David, Schmid, Hans Peter, Lohila, Annalea, Goeckede, Mathias, Nilsson, Mats B., Friborg, Thomas, Jansen, Joachim, Zona, Donatella, Euskirchen, Eugenie, Ward, Eric J., Bohrer, Gil, Jin, Zhenong, Liu, Licheng, Iwata, Hiroki, Goodrich, Jordan, Jackson, Robert
Published in Agricultural and Forest Meteorology (2022)

Causality guided machine learning model on wetland CH4 emissions across global wetlands

by Yuan, Kunxiaojia, Zhu, Qing, Li, Fa, Riley, William J, Torn, Margaret, Chu, Housen, McNicol, Gavin, Chen, Min, Knox, Sara, Delwiche, Kyle, Wu, Huayi, Baldocchi, Dennis, Ma, Hongxu, Desai, Ankur R, Chen, Jiquan, Sachs, Torsten, Ueyama, Masahito, Sonnentag, Oliver, Helbig, Manuel, Tuittila, Eeva-Stiina, Jurasinski, Gerald, Koebsch, Franziska, Campbell, David, Schmid, Hans Peter, Lohila, Annalea, Goeckede, Mathias, Nilsson, Mats B, Friborg, Thomas, Jansen, Joachim, Zona, Donatella, Euskirchen, Eugenie, Ward, Eric J, Bohrer, Gil, Jin, Zhenong, Liu, Licheng, Iwata, Hiroki, Goodrich, Jordan, Jackson, Robert
Published 2022

Sesquiterpenes dominate monoterpenes in northern wetland emissions

by Hellén, Heidi, Schallhart, Simon, Praplan, Arnaud P., Tykkä, Toni, Aurela, Mika, Lohila, Annalea, Hakola, Hannele
Published in Atmospheric Chemistry and Physics (2020)

Sesquiterpenes dominate monoterpenes in northern wetland emissions

by Hellén, Heidi, Schallhart, Simon, Praplan, Arnaud P., Tykkä, Toni, Aurela, Mika, Lohila, Annalea, Hakola, Hannele
Published in Atmospheric Chemistry and Physics (2020)

Sesquiterpenes dominate monoterpenes in northern wetland emissions

by Hellen, Heidi, Schallhart, Simon, Praplan, Arnaud P., Tykka, Toni, Aurela, Mika, Lohila, Annalea, Hakola, Hannele
Published in Atmospheric Chemistry and Physics (2021)

FLUXNET-CH4: a global, multi-ecosystem dataset and analysis of methane seasonality from freshwater wetlands

by Delwiche, Kyle B., Knox, Sara Helen, Malhotra, Avni, Fluet-Chouinard, Etienne, McNicol, Gavin, Feron, Sarah, Ouyang, Zutao, Papale, Dario, Trotta, Carlo, Canfora, Eleonora, Cheah, You-Wei, Christianson, Danielle, Alberto, Ma. Carmelita R., Alekseychik, Pavel, Aurela, Mika, Baldocchi, Dennis, Bansal, Sheel, Billesbach, David P., Bohrer, Gil, Bracho, Rosvel, Buchmann, Nina, Campbell, David I., Celis, Gerardo, Chen, Jiquan, Chen, Weinan, Chu, Housen, Dalmagro, Higo J., Dengel, Sigrid, Desai, Ankur R., Detto, Matteo, Dolman, Han, Eichelmann, Elke, Euskirchen, Eugenie, Famulari, Daniela, Fuchs, Kathrin, Goeckede, Mathias, Gogo, Sébastien, Gondwe, Mangaliso J., Goodrich, Jordan P., Gottschalk, Pia, Graham, Scott L., Heimann, Martin, Helbig, Manuel, Helfter, Carole, Hemes, Kyle S., Hirano, Takashi, Hollinger, David, Hörtnagl, Lukas, Iwata, Hiroki, Jacotot, Adrien, Jurasinski, Gerald, Kang, Minseok, Kasak, Kuno, King, John, Klatt, Janina, Koebsch, Franziska, Krauss, Ken W., Lai, Derrick Y. F., Lohila, Annalea, Mammarella, Ivan, Belelli Marchesini, Luca, Manca, Giovanni, Matthes, Jaclyn Hatala, Maximov, Trofim, Merbold, Lutz, Mitra, Bhaskar, Morin, Timothy H., Nemitz, Eiko, Nilsson, Mats B., Niu, Shuli, Oechel, Walter C., Oikawa, Patricia Y., Ono, Keisuke, Peichl, Matthias, Peltola, Olli, Reba, Michele L., Richardson, Andrew D., Riley, William, Runkle, Benjamin R. K., Ryu, Youngryel, Sachs, Torsten, Sakabe, Ayaka, Sanchez, Camilo Rey, Schuur, Edward A., Schäfer, Karina V. R., Sonnentag, Oliver, Sparks, Jed P., Stuart-Haëntjens, Ellen, Sturtevant, Cove, Sullivan, Ryan C., Szutu, Daphne J., Thom, Jonathan E., Torn, Margaret S., Tuittila, Eeva-Stiina, Turner, Jessica, Ueyama, Masahito, Valach, Alex C., Vargas, Rodrigo, Varlagin, Andrej, Vazquez-Lule, Alma, Verfaillie, Joseph G., Vesala, Timo, Vourlitis, George L., Ward, Eric J., Wille, Christian, Wohlfahrt, Georg, Wong, Guan Xhuan, Zhang, Zhen, Zona, Donatella, Windham-Myers, Lisamarie, Poulter, Benjamin, Jackson, Robert B.

FLUXNET-CH4: a global, multi-ecosystem dataset and analysis of methane seasonality from freshwater wetlands

by Delwiche, Kyle B., Knox, Sara Helen, Malhotra, Avni, Fluet-Chouinard, Etienne, McNicol, Gavin, Feron, Sarah, Ouyang, Zutao, Papale, Dario, Trotta, Carlo, Canfora, Eleonora, Cheah, You-Wei, Christianson, Danielle, Alberto, Ma.Carmelita R., Alekseychik, Pavel, Aurela, Mika, Baldocchi, Dennis, Bansal, Sheel, Billesbach, David P., Bohrer, Gil, Bracho, Rosvel, Buchmann, Nina, Campbell, David I., Celis, Gerardo, Jiquan Chen, Weinan Chen, Chu, Housen, Dalmagro, Higo J., Dengel, Sigrid, Desai, Ankur R., Detto, Matteo, Dolman, Han, Eichelmann, Elke, Euskirchen, Eugénie, Famulari, Daniela, Fuchs, Kathrin, Goeckede, Mathias, Gogo, Sébastien, Gondwe, Mangaliso J., Goodrich, Jordan P., Gottschalk, Pia, Graham, Scott L., Heimann, Martin, Helbig, Manuel, Helfter, Carole, Hemes, Kyle S., Hirano, Takashi, Hollinger, David, Hörtnagl, Lukas, Iwata, Hiroki, Jacotot, Adrien, Jurasinski, Gerald, Kang, Minseok, Kasak, Kuno, King, John, Klatt, Janina, Koebsch, Franziska, Krauss, Ken W., Lai, Derrick Y.F., Lohila, Annalea, Mammarella, Ivan, Belelli Marchesini, Luca, Manca, Giovanni, Matthes, Jaclyn Hatala, Maximov, Trofim, Merbold, Lutz, Mitra, Bhaskar, Morin, Timothy H., Nemitz, Eiko, Nilsson, Mats B., Niu, Shuli, Oechel, Walter C., Oikawa, Patricia Y., Ono, Keisuke, Peichl, Matthias, Peltola, Olli, Reba, Michele L., Richardson, Andrew D., Riley, William, Runkle, Benjamin R.K., Ryu, Youngryel, Sachs, Torsten, Sakabe, Ayaka, Sanchez, Camilo Rey, Schuur, Edward A.G., Schäfer, Karina V.R., Sonnentag, Oliver, Sparks, Jed P., Stuart-Haëntjens, Ellen, Sturtevant, Cove, Sullivan, Ryan C., Szutu, Daphne J., Thom, Jonathan E., Torn, Margaret S., Tuittila, Eeva-Stiina, Turner, Jessica, Ueyama, Masahito, Valach, Alex C., Vargas, Rodrigo, Varlagin, Andrej, Vazquez-Lule, Alma, Verfaillie, Joseph G., Vesala, Timo, Vourlitis, George L., Ward, Eric J., Wille, Christian, Wohlfahrt, Georg, Wong, Guan Xhuan, Zhang, Zhen, Zona, Donatella, Windham-Myers, Lisamarie, Poulter, Benjamin, Jackson, Robert B.
Published in Earth System Science Data (2023)

Measurement of the 13C isotopic signature of methane emissions from northern European wetlands

by Fisher, Rebecca, France, James, Lowry, David, Lanoiselle, Mathias, Brownlow, Rebecca, Pyle, John, Cain, Michelle, Warwick, Nicola, Skiba, Ute, Drewer, Julia, Dinsmore, Kerry, Leeson, Sarah, Bauguitte, Stephane, Wellpott, Axel, O'Shea, Sebastian, Allen, Grant, Gallagher, Martin, Pitt, Joseph, Percival, Carl, Bower, Keith, George, Charles, Hayman, Garry, Aalto, Tuula, Lohila, Annalea, Aurela, Mika, Laurila, Tuomas, Crill, Patrick, McCalley, Carmody, Nisbet, Euan
Published in Global Biogeochemical Cycles (2017)

Upscaling Wetland Methane Emissions From the FLUXNET‐CH4 Eddy Covariance Network (UpCH4 v1.0): Model Development, Network Assessment, and Budget Comparison

by McNicol, Gavin, Fluet‐Chouinard, Etienne, Ouyang, Zutao, Knox, Sara, Zhang, Zhen, Aalto, Tuula, Bansal, Sheel, Chang, Kuang‐Yu, Chen, Min, Delwiche, Kyle, Feron, Sarah, Goeckede, Mathias, Liu, Jinxun, Malhotra, Avni, Melton, Joe R., Riley, William, Vargas, Rodrigo, Yuan, Kunxiaojia, Ying, Qing, Zhu, Qing, Alekseychik, Pavel, Aurela, Mika, Billesbach, David P., Campbell, David I., Chen, Jiquan, Chu, Housen, Desai, Ankur R., Euskirchen, Eugenie, Goodrich, Jordan, Griffis, Timothy, Helbig, Manuel, Hirano, Takashi, Iwata, Hiroki, Jurasinski, Gerald, King, John, Koebsch, Franziska, Kolka, Randall, Krauss, Ken, Lohila, Annalea, Mammarella, Ivan, Nilson, Mats, Noormets, Asko, Oechel, Walter, Peichl, Matthias, Sachs, Torsten, Sakabe, Ayaka, Schulze, Christopher, Sonnentag, Oliver, Sullivan, Ryan C., Tuittila, Eeva‐Stiina, Ueyama, Masahito, Vesala, Timo, Ward, Eric, Wille, Christian, Wong, Guan Xhuan, Zona, Donatella, Windham‐Myers, Lisamarie, Poulter, Benjamin, Jackson, Robert B.

Terpenoid measurements at a Northern wetland revealed a strong source of sesquiterpenes

by Hellén, Heidi, Schallhart, Simon, Praplan, Arnaud P., Tykkä, Toni, Aurela, Mika, Lohila, Annalea, Hakola, Hannele
Published 2020

Modeled Microbial Dynamics Explain the Apparent Temperature Sensitivity of Wetland Methane Emissions

by Chadburn, Sarah E., Aalto, Tuula, Aurela, Mika, Baldocchi, Dennis, Biasi, Christina, Boike, Julia, Burke, Eleanor J., Comyn-Platt, Edward, Dolman, A. Johannes, Duran-Rojas, Carolina, Fan, Yuanchao, Friborg, Thomas, Gao, Yao, Gedney, Nicola, Göckede, Mathias, Hayman, Garry D., Holl, David, Hugelius, Gustaf, Kutzbach, Lars, Lee, Hanna, Lohila, Annalea, Parmentier, Frans-Jan W., Sachs, Torsten, Shurpali, Narasinha J., Westermann, Sebastian
Published 2021

Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions

by Chang, Kuang-Yu, Riley, William J., Knox, Sara H., Jackson, Robert B., McNicol, Gavin, Poulter, Benjamin, Aurela, Mika, Baldocchi, Dennis, Bansal, Sheel, Bohrer, Gil, Campbell, David, Cescatti, Alessandro, Chu, Housen, Delwiche, Kyle B., Desai, Ankur R., Euskirchen, Eugenie, Friborg, Thomas, Goeckede, Mathias, Helbig, Manuel, Hemes, Kyle S., Hirano, Takashi, Iwata, Hiroki, Kang, Minseok, Keenan, Trevor, Krauss, Ken W., Lohila, Annalea, Mammarella, Ivan, Mitra, Bhaskar, Miyata, Akira, Nilsson, Mats B., Noormets, Asko, Oechel, Walter C., Papale, Dario, Peichl, Matthias, Reba, Michele L., Rinne, Janne, Runkle, Benjamin R. K., Ryu, Youngryel, Sachs, Torsten, Schaefer, Karina V. R., Schmid, Hans Peter, Shurpali, Narasinha, Sonnentag, Oliver, Tang, Angela C., Torn, Margaret S., Trotta, Carlo, Tuittila, Eeva-Stiina, Ueyama, Masahito, Vargas, Rodrigo, Vesala, Timo, Windham-Myers, Lisamarie, Zhang, Zhen, Zona, Donatella
Published 2021

Measurement of the 13C isotopic signature of methane emissions from Northern European wetlands

by Fisher, Rebecca E., France, James L., Lowry, David, Lanoisellé, Mathias, Brownlow, Rebecca, Pyle, John A., Cain, Michelle, Warwick, Nicola, Skiba, Ute M., Drewer, Julia, Dinsmore, Kerry J., Leeson, Sarah R., Bauguitte, Stéphane J.-B., Wellpott, Axel, O'Shea, Sebastian J., Allen, Grant, Gallagher, Martin W., Pitt, Joseph, Percival, Carl J., Bower, Keith, George, Charles, Hayman, Garry D., Aalto, Tuula, Lohila, Annalea, Aurela, Mika, Laurila, Tuomas, Crill, Patrick M., McCalley, Carmody K., Nisbet, Euan G.
Published in Global Biogeochemical Cycles (2017)

Measurement of the 13C isotopic signature of methane emissions from northern European wetlands

by Fisher, Rebecca E., France, James L., Lowry, David, Lanoisellé, Mathias, Brownlow, Rebecca, Pyle, John A., Cain, Michelle, Warwick, Nicola, Skiba, Ute M., Drewer, Julia, Dinsmore, Kerry J., Leeson, Sarah R., Bauguitte, Stéphane J.-B., Wellpott, Axel, O'Shea, Sebastian J., Allen, Grant, Gallagher, Martin W., Pitt, Joseph, Percival, Carl J., Bower, Keith, George, Charles, Hayman, Garry D., Aalto, Tuula, Lohila, Annalea, Aurela, Mika, Laurila, Tuomas, Crill, Patrick M., McCalley, Carmody K., Nisbet, Euan G.
Published in Global Biogeochemical Cycles (2017)

Measurement of the 13C isotopic signature of methane emissions from Northern European wetlands

by Fisher, Rebecca E, France, James, Lowry, David, Lanoiselle, Mathias, Brownlow, Rebecca, Cain, Michelle, Warwick, Nicola, Skiba, Ute, Drewer, Julia, Dinsmore, Kerry, Leeson, Sarah, Bauguitte, Stephane J-B, Welpott, Axel, O'Shea, Sebastian, Allen, Grant, Gallagher, Martin, Pitt, Joseph, Percival, C J, Bower, Keith, George, Charles, Hayman, Garry, Aalto, Tuula, Lohila, Annalea, Laurila, Tuomas, Crill, P. M., McCalley, Carmody, Nisbet, Euan
Published in Global Biogeochemical Cycles (2017)

Importance of vegetation classes in modeling CH4 emissions from boreal and subarctic wetlands in Finland

by Li, Tingting, Raivonen, Maarit, Alekseychik, Pavel, Aurela, Mika, Lohila, Annalea, Zheng, Xunhua, Zhang, Qing, Wang, Guocheng, Mammarella, Ivan, Rinne, Janne, Yu, Lijun, Xie, Baohua, Vesala, Timo, Zhang, Wen
Published in Science of The Total Environment (2016)