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Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
Cumulative biomass curves describe past and present conditions of Large Marine Ecosystems 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Pranovi, Fabio;  Libralato, Simone;  Zucchetta, Matteo;  Monti, Marco Anelli;  Link, Jason S.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
cumulative biomass  Ecosystem Approach  ecosystem indicators  emergent properties  trophic level  
Organic amendment additions to rangelands: A meta-analysis of multiple ecosystem outcomes 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (3) : 1152-1170
作者:  Gravuer, Kelly;  Gennet, Sasha;  Throop, Heather L.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
arid  biodiversity  biosolids  climate change  compost  ecosystem services  grassland  runoff  savanna  soil carbon  
Global ammonia emissions from synthetic nitrogen fertilizer applications in agricultural systems: Empirical and process-based estimates and uncertainty 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (1) : 314-326
作者:  Xu, Rongting;  Tian, Hanqin;  Pan, Shufen;  Prior, Stephen A.;  Feng, Yucheng;  Batchelor, William D.;  Chen, Jian;  Yang, Jia
收藏  |  浏览/下载:13/0  |  提交时间:2019/04/09
aerosol  agricultural systems  ammonia  emission factors  nitrogen fertilizer  
A spatially explicit representation of conservation agriculture for application in global change studies 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (9) : 4038-4053
作者:  Prestele, Reinhard;  Hirsch, Annette L.;  Davin, Edouard L.;  Seneviratne, Sonia I.;  Verburg, Peter H.
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
crop residue management  land management  land-based mitigation  no-till farming  sustainable intensification  zero tillage  
Models meet data: Challenges and opportunities in implementing land management in Earth system models 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (4) : 1470-1487
作者:  Pongratz, Julia;  Dolman, Han;  Don, Axel;  Erb, Karl-Heinz;  Fuchs, Richard;  Herold, Martin;  Jones, Chris;  Kuemmerle, Tobias;  Luyssaert, Sebastiaan;  Meyfroidt, Patrick;  Naudts, Kim
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
climate  croplands  Earth observations  Earth system models  forestry  grazing  land management  land use  
Measuring canopy loss and climatic thresholds from an extreme drought along a fivefold precipitation gradient across Texas 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (12)
作者:  Schwantes, Amanda M.;  Swenson, Jennifer J.;  Gonzalez-Roglich, Mariano;  Johnson, Daniel M.;  Domec, Jean-Christophe;  Jackson, Robert B.
收藏  |  浏览/下载:11/0  |  提交时间:2019/04/09
change detection  climate change  disturbance  extreme event  forest die-off  random forests  tree mortality  vapor pressure deficit  
Global evaluation of a semiempirical model for yield anomalies and application to within-season yield forecasting 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (11)
作者:  Schauberger, Bernhard;  Gornott, Christoph;  Wechsung, Frank
收藏  |  浏览/下载:1/0  |  提交时间:2019/04/09
forecast  global  maize  semiempirical model  soybeans  weather  wheat  yield anomaly  
Stimulation of N2O emission by manure application to agricultural soils may largely offset carbon benefits: a global meta-analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (10)
作者:  Zhou, Minghua;  Zhu, Bo;  Wang, Shijie;  Zhu, Xinyu;  Vereecken, Harry;  Brueggemann, Nicolas
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
animal manure  emission factor  greenhouse gas balance  manure characteristics  meta-analysis  nitrous oxide  soil pH  soil texture