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科研机构
地理科学与资源研究所 [7]
植物研究所 [6]
生态环境研究中心 [4]
成都山地灾害与环境研... [3]
上海应用物理研究所 [2]
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Mapping Chinese annual gross primary productivity with eddy covariance measurements and machine learning
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 857
作者:
Zhu, Xian-Jin
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhang, Wei-Kang
;
Han, Lang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/03/07
Carbon cycle
Climate change
Eddy covariance
Terrestrial ecosystem
Machine learning
Scale extension
Shift in controlling factors of carbon stocks across biomes on the Qinghai-Tibetan Plateau
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 7
作者:
Han, Daorui
;
Hu, Zhongmin
;
Wang, Xuhui
;
Wang, Tao
;
Chen, Anping
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
Qinghai-Tibetan Plateau
SOC mapping
machine learning algorithms
driving factors
uncertainties
Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Mapping critical natural capital at a regional scale: spatiotemporal variations and the effectiveness of priority conservation
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15, 期号: 12, 页码: 1-10
作者:
Liu, Yuanxin
;
Lu, Yihe
;
Jiang, Wei
;
Zhao, Mingyue
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  |  
浏览/下载:30/0
  |  
提交时间:2021/08/31
natural capital
conservation priority
protected areas
spatiotemporal heterogeneity
Qinghai-Tibetan Plateau
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions
期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
作者:
Wang, Zong
;
Shi, Wenjiao
;
Zhou, Wei
;
Li, Xiaoyan
;
Yue, Tianxiang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Soil particle size fractions
Log-ratio transformation
Boosted regression tree
Random forest
Regression kriging
Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data
期刊论文
SOIL & TILLAGE RESEARCH, 2020, 卷号: 196, 页码: 13
作者:
Yang, Lin
;
He, Xianglin
;
Shen, Feixue
;
Zhou, Chenghu
;
Zhu, A-Xing
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  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Soil organic carbon
Digital soil mapping
Phenological parameters
NDVI time series
Crop rotation
Water and heat availability are drivers of the aboveground plant carbon accumulation rate in alpine grasslands on the Tibetan Plateau
期刊论文
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2020, 卷号: 29, 期号: 1, 页码: 50-64
作者:
Sun Jian
;
Zhou Tian-Cai
;
Liu Miao
;
Chen You-Chao
;
Liu Guo-Hua
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2020/02/28
alpine grassland
carbon accumulation rate
climate change
dryland
Tibetan Plateau
time-scale
Large-Scale Spatial Patterns of Grassland Community Properties in the Inner Mongolia Autonomous Region, China
期刊论文
RANGELAND ECOLOGY & MANAGEMENT, 2020, 卷号: 73, 期号: 4, 页码: 560-568
作者:
Qiao, YuXin
;
Zhu, HuaZhong
;
Li, Yuzhe
;
Shao, Xiaomin
;
Zhong, HuaPing
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  |  
浏览/下载:8/0
  |  
提交时间:2022/03/01
grassland community properties
multifactor comprehensive model
regression analysis
spatial interpolation
spatial pattern
Quantifying Degradation Classifications on Alpine Grassland in the Lhasa River Basin, Qinghai-Tibetan Plateau
期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 24, 页码: -
作者:
Han, Wangya
;
Lu, Huiting
;
Liu, Guohua
;
Wang, Jingsheng
;
Su, Xukun
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/09/09
alpine grassland
quantitative degradation classifications
remote sensing
Lhasa river basin
Quantifying Degradation Classifications on Alpine Grassland in the Lhasa River Basin, Qinghai-Tibetan Plateau
期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 24, 页码: 14
作者:
Han, Wangya
;
Lu, Huiting
;
Liu, Guohua
;
Wang, Jingsheng
;
Su, Xukun
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
alpine grassland
quantitative degradation classifications
remote sensing
Lhasa river basin
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