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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  
Carbon flux from decomposing wood and its dependency on temperature, wood N-2 fixation rate, moisture and fungal composition in a Norway spruce forest 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (5) : 1852-1867
作者:  Rinne-Garmston, Katja T.;  Peltoniemi, Krista;  Chen, Janet;  Peltoniemi, Mikko;  Fritze, Hannu;  Makipaa, Raisa
收藏  |  浏览/下载:13/0  |  提交时间:2019/11/26
activation energy  boreal forest  carbon flux  coarse woody debris  N-2 fixation  nifH  respiration rate  wood-inhabiting fungi  
Assessing the sensitivity of bivalve populations to global warming using an individual-based modelling approach 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (10) : 4581-4597
作者:  Thomas, Yoann;  Bacher, Cedric
收藏  |  浏览/下载:2/0  |  提交时间:2019/04/09
benthic species  biogeography  climate scenario  dynamic energy budget  global warming  phenology  population dynamics  temperature tolerance  
Predatory strategies and behaviours in cephalopods are altered by elevated CO2 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (6) : 2585-2596
作者:  Spady, Blake L.;  Munday, Philip L.;  Watson, Sue-Ann
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
activity  cephalopod  ocean acidification  predator-prey interaction  predatory behaviour  squid  
Peak season plant activity shift towards spring is reflected by increasing carbon uptake by extratropical ecosystems 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (5) : 2117-2128
作者:  Gonsamo, Alemu;  Chen, Jing M.;  Ooi, Ying W.
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
carbon uptake  CMIP5  CO2 seasonality  earth system model  peak season  plant phenology  Point Barrow station  C-13  
Impaired ecosystem process despite little effects on populations: modeling combined effects of warming and toxicants 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (8)
作者:  Galic, Nika;  Grimm, Volker;  Forbes, Valery E.
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
dynamic energy budgets  ecosystem services  freshwater ecosystems  individual-based model  leaf litter processing  multiple stressors  population dynamics  
Effects of seasonality, transport pathway, and spatial structure on greenhouse gas fluxes in a restored wetland 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (7)
作者:  McNicol, Gavin;  Sturtevant, Cove S.;  Knox, Sara H.;  Dronova, Iryna;  Baldocchi, Dennis D.;  Silver, Whendee L.
收藏  |  浏览/下载:11/0  |  提交时间:2019/04/09
carbon dioxide  gas flux  greenhouse gas  methane  nitrous oxide  redox  restoration  seasonality  wetland  
Increasing nest predation will be insufficient to maintain polar bear body condition in the face of sea ice loss 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (5)
作者:  Dey, Cody J.;  Richardson, Evan;  McGeachy, David;  Iverson, Samuel A.;  Gilchrist, Hugh G.;  Semeniuk, Christina A. D.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
agent-based model  Arctic  biological interaction  climate change  ecological forecast  foraging  individual based-model  
Ecosystem fluxes of hydrogen in a mid-latitude forest driven by soil microorganisms and plants 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (2)
作者:  Meredith, Laura K.;  Commane, Roisin;  Keenan, Trevor F.;  Klosterman, Stephen T.;  Munger, J. William;  Templer, Pamela H.;  Tang, Jianwu;  Wofsy, Steven C.;  Prinn, Ronald G.
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
atmosphere  carbon cycle  flux  hydrogen  microbe  phenology  snow  soil