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资源环境科技发展态势分析平台
Global S&T Development Trend Analysis Platform of Resources and Environment
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浏览/检索结果:
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出处:GLOBAL CHANGE BIOLOGY
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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:9/0
  |  
提交时间:2020/02/17
climate change impact
corn yield
deep learning
geospatial discovery
phenology
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
Biochar application as a tool to decrease soil nitrogen losses (NH3 volatilization, N2O emissions, and N leaching) from croplands: Options and mitigation strength in a global perspective
期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (6) : 2077-2093
作者:
Liu, Qi
;
Liu, Benjuan
;
Zhang, Yanhui
;
Hu, Tianlong
;
Lin, Zhibin
;
Liu, Gang
;
Wang, Xiaojie
;
Ma, Jing
;
Wang, Hui
;
Jin, Haiyang
;
Ambus, Per
;
Amonette, James E.
;
Xie, Zubin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/11/26
biochar
machine learning
N leaching
N2O
NH3
spatial variability
Loss of only the smallest patches will reduce species diversity in most discrete habitat networks
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (12) : 5802-5814
作者:
Deane, David C.
;
He, Fangliang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/09
global change
habitat loss
imminent extinction
island species-area relationship
loss of species diversity
metacommunities
nestedness
random placement model
small habitat patches
species turnover
Tolerance traits related to climate change resilience are independent and polygenic
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (11) : 5348-5360
作者:
Healy, Timothy M.
;
Brennan, Reid S.
;
Whitehead, Andrew
;
Schulte, Patricia M.
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/04/09
association
genotype-phenotype
hypoxia tolerance
oxygen
temperature
thermal tolerance
Constraining estimates of global soil respiration by quantifying sources of variability
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (9) : 4143-4159
作者:
Jian, Jinshi
;
Steele, Meredith K.
;
Thomas, R. Quinn
;
Day, Susan D.
;
Hodges, Steven C.
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/04/09
benchmark
modeling
random forest
soil carbon cycle
soil respiration
timescale
upscaling
variability
Quantifying climate-growth relationships at the stand level in a mature mixed-species conifer forest
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (8) : 3587-3602
作者:
Teets, Aaron
;
Fraver, Shawn
;
Weiskittel, Aaron R.
;
Hollinger, David Y.
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/04/09
biomass increment
canopy position
climate change
dendrochronology
forest carbon cycle
Howland Forest
tree growth response
Seasonal, interannual and decadal drivers of tree and grass productivity in an Australian tropical savanna
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (6) : 2530-2544
作者:
Moore, Caitlin E.
;
Beringer, Jason
;
Donohue, Randall J.
;
Evans, Bradley
;
Exbrayat, Jean-Francois
;
Hutley, Lindsay B.
;
Tapper, Nigel J.
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/04/09
carbon sequestration
DIFFUSE model
gross primary productivity
MODerate resolution Imaging Spectroradiometer
random forest
Southern Oscillation Index
Large soil organic carbon increase due to improved agronomic management in the North China Plain from 1980s to 2010s
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (3) : 987-1000
作者:
Han, Daorui
;
Wiesmeier, Martin
;
Conant, Richard T.
;
Kuehnel, Anna
;
Sun, Zhigang
;
Koegel-Knabner, Ingrid
;
Hou, Ruixing
;
Cong, Peifei
;
Liang, Rubiao
;
Ouyang, Zhu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/04/09
agricultural policies
improved cultivation
N stock change
Random Forest
soil organic carbon stock change
Analysis of climate signals in the crop yield record of sub-Saharan Africa
期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (1) : 143-157
作者:
Hoffman, Alexis L.
;
Kemanian, Armen R.
;
Forest, Chris E.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/04/09
African agriculture
climate change
crop yields
food security
Random Forest
statistical crop modeling
sub-Saharan Africa
temperature increase