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A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Jiang, Hao;  Hu, Hao;  Zhong, Renhai;  Xu, Jinfan;  Xu, Jialu;  Huang, Jingfeng;  Wang, Shaowen;  Ying, Yibin;  Lin, Tao
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
climate change impact  corn yield  deep learning  geospatial discovery  phenology  
Range edges in heterogeneous landscapes: Integrating geographic scale and climate complexity into range dynamics 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Oldfather, Meagan F.;  Kling, Matthew M.;  Sheth, Seema N.;  Emery, Nancy C.;  Ackerly, David D.
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
climatic niche  microclimate  range limit theory  range shifts  topography  
Advancing global change biology through experimental manipulations: Where have we been and where might we go? 期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 26 (1) : 287-299
作者:  Hanson, Paul J.;  Walker, Anthony P.
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
elevated CO2  environment  experiments  models as hypotheses  nutrients  ozone  temperature  warming  water availability  
Climate change decreases the cooling effect from postfire albedo in boreal North America 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Potter, Stefano;  Solvik, Kylen;  Erb, Angela;  Goetz, Scott J.;  Johnstone, Jill F.;  Mack, Michelle C.;  Randerson, James T.;  Roman, Miguel O.;  Schaaf, Crystal L.;  Turetsky, Merritt R.;  Veraverbeke, Sander;  Walker, Xanthe J.;  Wang, Zhuosen;  Massey, Richard;  Rogers, Brendan M.
收藏  |  浏览/下载：12/0  |  提交时间：2020/02/17
ABoVE  biophysics  climate feedback  energy budget  land  fire management  MODIS  succession  
Water-use efficiency in a semi-arid woodland with high rainfall variability 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Tarin, Tonantzin;  Nolan, Rachael H.;  Medlyn, Belinda E.;  Cleverly, James;  Eamus, Derek
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Acacia  Australia  carbon flux  eddy covariance  optimal stomatal behaviour  photosynthesis  stable isotopes  
Spatial heterogeneity in climate change effects decouples the long-term dynamics of wild reindeer populations in the high Arctic 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (11) : 3656-3668
作者:  Hansen, Brage Bremset;  Pedersen, Ashild Onvik;  Peeters, Bart;  Le Moullec, Mathilde;  Albon, Steve D.;  Herfindal, Ivar;  Saether, Bernt-Erik;  Grotan, Vidar;  Aanes, Ronny
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Arctic  caribou and reindeer  climate change  meta-population  population dynamics  spatial heterogeneity  spatial synchrony  ungulate  
Limitations of trait-based approaches for stressor assessment: The case of freshwater invertebrates and climate drivers 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Hamilton, Anna T.;  Schaefer, Ralf B.;  Pyne, Matthew I.;  Chessman, Bruce;  Kakouei, Karan;  Boersma, Kate S.;  Verdonschot, Piet F. M.;  Verdonschot, Ralf C. M.;  Mims, Meryl;  Khamis, Kieran;  Bierwagen, Britta;  Stamp, Jen
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
bioassessment  climate stressor responses  freshwater invertebrates  invertebrate traits  stressor assessment  trait-based assessment  
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  
Trait structure and redundancy determine sensitivity to disturbance in marine fish communities 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (10) : 3424-3437
作者:  McLean, Matthew;  Auber, Arnaud;  Graham, Nicholas A. J.;  Houk, Peter;  Villeger, Sebastien;  Violle, Cyrille;  Thuiller, Wilfried;  Wilson, Shaun K.;  Mouillot, David
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/27
climate change  coral reefs  diversity stability  ecological traits  ecosystem functioning  English Channel  functional diversity  
Grazing simplifies soil micro-food webs and decouples their relationships with ecosystem functions in grasslands 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Wang, Bing;  Wu, Liji;  Chen, Dima;  Wu, Ying;  Hu, Shuijin;  Li, Linghao;  Bai, Yongfei
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
functional groups  livestock grazing  Mongolian Plateau  soil carbon mineralization  soil environment  soil nitrogen mineralization  soil substrates  trophic levels