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Estimating Ecosystem Respiration in the Grasslands of Northern China Using Machine Learning: Model Evaluation and Comparison 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 5
作者:  Zhu, Xiaobo;  He, Honglin;  Ma, Mingguo;  Ren, Xiaoli;  Zhang, Li;  Zhang, Fawei;  Li, Yingnian;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Zhang, Yu;  Du, Mingyuan;  Ge, Rong;  Zeng, Na;  Li, Pan;  Niu, Zhongen;  Zhang, Liyun;  Lv, Yan;  Song, Zengjing;  Gu, Qing
Adobe PDF(1290Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2022/03/01
ecosystem respiration  machine learning  deep learning  grasslands  northern China  
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data 期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1
作者:  Pastorello, Gilberto;  Trotta, Carlo;  Canfora, Eleonora;  Chu, Housen;  Christianson, Danielle;  Cheah, You-Wei;  Poindexter, Cristina;  Chen, Jiquan;  Elbashandy, Abdelrahman;  Humphrey, Marty;  Isaac, Peter;  Polidori, Diego;  Ribeca, Alessio;  van Ingen, Catharine;  Zhang, Leiming;  Amiro, Brian;  Ammann, Christof;  Arain, M. Altaf;  Ardo, Jonas;  Arkebauer, Timothy;  Arndt, Stefan K.;  Arriga, Nicola;  Aubinet, Marc;  Aurela, Mika;  Baldocchi, Dennis;  Barr, Alan;  Beamesderfer, Eric;  Marchesini, Luca Belelli;  Bergeron, Onil;  Beringer, Jason;  Bernhofer, Christian;  Berveiller, Daniel;  Billesbach, Dave;  Black, Thomas Andrew;  Blanken, Peter D.;  Bohrer, Gil;  Boike, Julia;  Bolstad, Paul V.;  Bonal, Damien;  Bonnefond, Jean-Marc;  Bowling, David R.;  Bracho, Rosvel;  Brodeur, Jason;  Bruemmer, Christian;  Buchmann, Nina;  Burban, Benoit;  Burns, Sean P.;  Buysse, Pauline;  Cale, Peter;  Cavagna, Mauro;  Cellier, Pierre;  Chen, Shiping;  Chini, Isaac;  Christensen, Torben R.;  Cleverly, James;  Collalti, Alessio;  Consalvo, Claudia;  Cook, Bruce D.;  Cook, David;  Coursolle, Carole;  Cremonese, Edoardo;  Curtis, Peter S.;  D'Andrea, Ettore;  da Rocha, Humberto;  Dai, Xiaoqin;  Davis, Kenneth J.;  De Cinti, Bruno;  de Grandcourt, Agnes;  De Ligne, Anne;  De Oliveira, Raimundo C.;  Delpierre, Nicolas;  Desai, Ankur R.;  Di Bella, Carlos Marcelo;  di Tommasi, Paul;  Dolman, Han;  Domingo, Francisco;  Dong, Gang;  Dore, Sabina;  Duce, Pierpaolo;  Dufrene, Eric;  Dunn, Allison;  Dusek, Jiri;  Eamus, Derek;  Eichelmann, Uwe;  ElKhidir, Hatim Abdalla M.;  Eugster, Werner;  Ewenz, Cacilia M.;  Ewers, Brent;  Famulari, Daniela;  Fares, Silvano;  Feigenwinter, Iris;  Feitz, Andrew;  Fensholt, Rasmus;  Filippa, Gianluca;  Fischer, Marc;  Frank, John;  Galvagno, Marta;  Gharun, Mana;  Gianelle, Damiano;  Gielen, Bert;  Gioli, Beniamino;  Gitelson, Anatoly;  Goded, Ignacio;  Goeckede, Mathias;  Goldstein, Allen H.;  Gough, Christopher M.;  Goulden, Michael L.;  Graf, Alexander;  Griebel, Anne;  Gruening, Carsten;  Gruenwald, Thomas;  Hammerle, Albin;  Han, Shijie;  Han, Xingguo;  Hansen, Birger Ulf;  Hanson, Chad;  Hatakka, Juha;  He, Yongtao;  Hehn, Markus;  Heinesch, Bernard;  Hinko-Najera, Nina;  Hoertnagl, Lukas;  Hutley, Lindsay;  Ibrom, Andreas;  Ikawa, Hiroki;  Jackowicz-Korczynski, Marcin;  Janous, Dalibor;  Jans, Wilma;  Jassal, Rachhpal;  Jiang, Shicheng;  Kato, Tomomichi;  Khomik, Myroslava;  Klatt, Janina;  Knohl, Alexander;  Knox, Sara;  Kobayashi, Hideki;  Koerber, Georgia;  Kolle, Olaf;  Kosugi, Yoshiko;  Kotani, Ayumi;  Kowalski, Andrew;  Kruijt, Bart;  Kurbatova, Julia;  Kutsch, Werner L.;  Kwon, Hyojung;  Launiainen, Samuli;  Laurila, Tuomas;  Law, Bev;  Leuning, Ray;  Li, Yingnian;  Liddell, Michael;  Limousin, Jean-Marc;  Lion, Marryanna;  Liska, Adam J.;  Lohila, Annalea;  Lopez-Ballesteros, Ana;  Lopez-Blanco, Efren;  Loubet, Benjamin;  Loustau, Denis;  Lucas-Moffat, Antje;  Lueers, Johannes;  Ma, Siyan;  Macfarlane, Craig;  Magliulo, Vincenzo;  Maier, Regine;  Mammarella, Ivan;  Manca, Giovanni;  Marcolla, Barbara;  Margolis, Hank A.;  Marras, Serena;  Massman, William;  Mastepanov, Mikhail;  Matamala, Roser;  Matthes, Jaclyn Hatala;  Mazzenga, Francesco;  McCaughey, Harry;  McHugh, Ian;  McMillan, Andrew M. S.;  Merbold, Lutz;  Meyer, Wayne;  Meyers, Tilden;  Miller, Scott D.;  Minerbi, Stefano;  Moderow, Uta;  Monson, Russell K.;  Montagnani, Leonardo;  Moore, Caitlin E.;  Moors, Eddy;  Moreaux, Virginie;  Moureaux, Christine;  Munger, J. William;  Nakai, Taro;  Neirynck, Johan;  Nesic, Zoran;  Nicolini, Giacomo;  Noormets, Asko;  Northwood, Matthew;  Nosetto, Marcelo;  Nouvellon, Yann;  Novick, Kimberly;  Oechel, Walter;  Olesen, Jorgen Eivind;  Ourcival, Jean-Marc;  Papuga, Shirley A.;  Parmentier, Frans-Jan;  Paul-Limoges, Eugenie;  Pavelka, Marian;  Peichl, Matthias;  Pendall, Elise;  Phillips, Richard P.;  Pilegaard, Kim;  Pirk, Norbert;  Posse, Gabriela;  Powell, Thomas;  Prasse, Heiko;  Prober, Suzanne M.;  Rambal, Serge;  Rannik, Ullar;  Raz-Yaseef, Naama;  Reed, David;  de Dios, Victor Resco;  Restrepo-Coupe, Natalia;  Reverter, Borja R.;  Roland, Marilyn;  Sabbatini, Simone;  Sachs, Torsten;  Saleska, Scott R.;  Sanchez-Canete, Enrique P.;  Sanchez-Mejia, Zulia M.;  Schmid, Hans Peter;  Schmidt, Marius;  Schneider, Karl;  Schrader, Frederik;  Schroder, Ivan;  Scott, Russell L.;  Sedlak, Pavel;  Serrano-Ortiz, Penelope;  Shao, Changliang;  Shi, Peili;  Shironya, Ivan;  Siebicke, Lukas;  Sigut, Ladislav;  Silberstein, Richard;  Sirca, Costantino;  Spano, Donatella;  Steinbrecher, Rainer;  Stevens, Robert M.;  Sturtevant, Cove;  Suyker, Andy;  Tagesson, Torbern;  Takanashi, Satoru;  Tang, Yanhong;  Tapper, Nigel;  Thom, Jonathan;  Tiedemann, Frank;  Tomassucci, Michele;  Tuovinen, Juha-Pekka;  Urbanski, Shawn;  Valentini, Riccardo;  van der Molen, Michiel;  van Gorsel, Eva;  van Huissteden, Ko;  Varlagin, Andrej;  Verfaillie, Joseph;  Vesala, Timo;  Vincke, Caroline;  Vitale, Domenico;  Vygodskaya, Natalia;  Walker, Jeffrey P.;  Walter-Shea, Elizabeth;  Wang, Huimin;  Weber, Robin;  Westermann, Sebastian;  Wille, Christian;  Wofsy, Steven;  Wohlfahrt, Georg;  Wolf, Sebastian;  Woodgate, William;  Li, Yuelin;  Zampedri, Roberto;  Zhang, Junhui;  Zhou, Guoyi;  Zona, Donatella;  Agarwal, Deb;  Biraud, Sebastien;  Torn, Margaret;  Papale, Dario
Adobe PDF(2742Kb)  |  收藏  |  浏览/下载：317/0  |  提交时间：2022/03/01
Attribute parameter characterized the seasonal variation of gross primary productivity (alpha(GPP)): Spatiotemporal variation and influencing factors 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 280
作者:  Zhang, Weikang;  Yu, Guirui;  Chen, Zhi;  Zhang, Leiming;  Wang, Qiufeng;  Zhang, Yangjian;  He, Honglin;  Han, Lang;  Chen, Shiping;  Han, Shijie;  Li, Yingnian;  Sha, Liqing;  Shi, Peili;  Wang, Huimin;  Wang, Yanfen;  Xiang, Wenhua;  Yan, Junhua;  Zhang, Yiping;  Zona, Donatella;  Arain, M. Altaf;  Maximov, Trofim;  Oechel, Walter;  Kosugi, Yoshiko
Adobe PDF(14703Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2022/03/01
Annual gross primary productivity  Attribute parameter of seasonal dynamic  Maximum daily gross primary productivity  Mean daily gross primary productivity  Spatiotemporal variation  
The paleoclimatic footprint in the soil carbon stock of the Tibetan permafrost region 期刊论文
NATURE COMMUNICATIONS, 2019, 卷号: 10
作者:  Ding, Jinzhi;  Wang, Tao;  Piao, Shilong;  Smith, Pete;  Zhang, Ganlin;  Yan, Zhengjie;  Ren, Shuai;  Liu, Dan;  Wang, Shiping;  Chen, Shengyun;  Dai, Fuqiang;  He, Jinsheng;  Li, Yingnian;  Liu, Yongwen;  Mao, Jiafu;  Arain, Altaf;  Tian, Hanqin;  Shi, Xiaoying;  Yang, Yuanhe;  Zeng, Ning;  Zhao, Lin
Adobe PDF(2092Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2022/01/06
Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 期号: 1, 页码: 184-196
作者:  Yao, Yitong;  Wang, Xuhui;  Li, Yue;  Wang, Tao;  Shen, Miaogen;  Du, Mingyuan;  He, Honglin;  Li, Yingnian;  Luo, Weijun;  Ma, Mingguo;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Zhang, Xianzhou;  Zhang, Yiping;  Zhao, Liang;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(1408Kb)  |  收藏  |  浏览/下载：85/0  |  提交时间：2022/02/25
China  climate change  eddy covariance  gross primary productivity  interannual variability  model tree ensemble  
A new estimation of China's net ecosystem productivity based on eddy covariance measurements and a model tree ensemble approach 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 253, 页码: 84-93
作者:  Yao, Yitong;  Li, Zhijian;  Wang, Tao;  Chen, Anping;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Li, Hongqin;  Luo, Weijun;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Wu, Zhixiang;  Yan, Junhua;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(1040Kb)  |  收藏  |  浏览/下载：99/0  |  提交时间：2022/02/25
Net ecosystem productivity (NEP)  Model tree ensemble  China  Eddy covariance  Carbon sink  
Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 259, 页码: 131-140
作者:  Li, Xiangyi;  He, Yue;  Zeng, Zhenzhong;  Lian, Xu;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Ma, Yaoming;  Tang, Yanhong;  Wang, Weizhen;  Wu, Zhixiang;  Yan, Junhua;  Yao, Yitong;  Ciais, Philippe;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(2766Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2022/02/25
China Eddy covariance  Evapotranspiration  Model tree ensemble (MTE)  Spatio-temporal change  Land surface model  
Decadal soil carbon accumulation across Tibetan permafrost regions 期刊论文
NATURE GEOSCIENCE, 2017, 卷号: 10, 期号: 6, 页码: 420+
作者:  Ding, Jinzhi;  Chen, Leiyi;  Ji, Chengjun;  Hugelius, Gustaf;  Li, Yingnian;  Liu, Li;  Qin, Shuqi;  Zhang, Beibei;  Yang, Guibiao;  Li, Fei;  Fang, Kai;  Chen, Yongliang;  Peng, Yunfeng;  Zhao, Xia;  He, Honglin;  Smith, Pete;  Fang, Jingyun;  Yang, Yuanhe
Adobe PDF(919Kb)  |  收藏  |  浏览/下载：81/0  |  提交时间：2022/03/28
Response of Arbuscular Mycorrhizal Fungi to Simulated Climate Changes by Reciprocal Translocation in Tibetan Plateau 期刊论文
NOTULAE BOTANICAE HORTI AGROBOTANICI CLUJ-NAPOCA, 2015, 卷号: 43, 期号: 2, 页码: 488-493
作者:  Shi, Zhaoyong;  Yin, Xubin;  Mickan, Bede;  Wang, Fayuan;  Zhang, Ying;  Li, Yingnian;  Shen, Haihua
Adobe PDF(840Kb)  |  收藏  |  浏览/下载：69/0  |  提交时间：2022/09/13
arbuscular mycorrhizas  climate changes  colonization frequency  colonization intensity  spore density  
Large-scale estimation and uncertainty analysis of gross primary production in Tibetan alpine grasslands 期刊论文
Journal of Geophysical Research, 2014, 卷号: 119, 期号: 3, 页码: 466-486
作者:  Honglin He;  Min Liu;  Xiangming Xiao;  Xiaoli Ren;  Li Zhang;  Xiaomin Sun;  Yuanhe Yang;  Yingnian Li;  Liang Zhao;  Peili Shi;  Mingyuan Du;  Yaoming Ma;  Mingguo Ma;  Yu Zhang;  Guirui Yu
Adobe PDF(2937Kb)  |  收藏  |  浏览/下载：136/0  |  提交时间：2018/12/07