中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
植物研究所 [20]
采集方式
OAI收割 [20]
内容类型
期刊论文 [20]
发表日期
2023 [2]
2022 [3]
2020 [5]
2019 [3]
2018 [5]
2016 [2]
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学科主题
Environme... [20]
Biodiversi... [5]
Geoscience... [4]
Imaging Sc... [4]
Meteorolog... [4]
Remote Sen... [4]
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学科主题:Environmental Sciences
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Mapping Chinese annual gross primary productivity with eddy covariance measurements and machine learning
期刊论文
OAI收割
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:18/0
  |  
提交时间:2024/03/07
Carbon cycle
Climate change
Eddy covariance
Terrestrial ecosystem
Machine learning
Scale extension
GWAS-assisted genomic prediction of cadmium accumulation in maize kernel with machine learning and linear statistical methods
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2023, 卷号: 441
作者:
Yan, Huili
;
Guo, Hanyao
;
Xu, Wenxiu
;
Dai, Changhua
;
Kimani, Wilson
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/07
Genomic prediction
Maize Cd accumulation
Machine learning
Linear statistical methods
Changes in wheat traits under future climate change and their contributions to yield changes in conventional vs. conservational tillage systems
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 815
作者:
Li, Yibo
;
Hou, Ruixing
;
Liu, Xiaodi
;
Chen, Yi
;
Tao, Fulu
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/07
Climate change impact
Adaptation
Climate resilient cultivars
Cultivar traits
No-tillage
Warming
Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding
期刊论文
OAI收割
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11
作者:
Han, Lang
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhu, Xian-Jin
;
Zhang, Wei-Kang
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/07
ecosystem respiration
eddy covariance
terrestrial ecosystem
machine learning
substrate
scale extension
Shift in controlling factors of carbon stocks across biomes on the Qinghai-Tibetan Plateau
期刊论文
OAI收割
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 7
作者:
Han, Daorui
;
Hu, Zhongmin
;
Wang, Xuhui
;
Wang, Tao
;
Chen, Anping
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/03/07
Qinghai-Tibetan Plateau
SOC mapping
machine learning algorithms
driving factors
uncertainties
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2020, 卷号: 108
作者:
Xu, Kexin
;
Su, Yanjun
;
Liu, Jin
;
Hu, Tianyu
;
Jin, Shichao
  |  
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/01/06
Aboveground biomass (AGB)
Degraded grassland
Machine learning
Northern agro-pastoral ecotone
Terrestrial laser scanning (TLS)
Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data
期刊论文
OAI收割
REMOTE SENSING, 2020, 卷号: 12, 期号: 10
作者:
Hu, Tianyu
;
Zhang, YingYing
;
Su, Yanjun
;
Zheng, Yi
;
Lin, Guanghui
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/01/06
mangrove
LiDAR
random forest
GLAS
aboveground biomass
Estimating Ecosystem Respiration in the Grasslands of Northern China Using Machine Learning: Model Evaluation and Comparison
期刊论文
OAI收割
SUSTAINABILITY, 2020, 卷号: 12, 期号: 5
作者:
Zhu, Xiaobo
;
He, Honglin
;
Ma, Mingguo
;
Ren, Xiaoli
;
Zhang, Li
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/03/01
ecosystem respiration
machine learning
deep learning
grasslands
northern China
Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data
期刊论文
OAI收割
REMOTE SENSING, 2020, 卷号: 12, 期号: 10
作者:
Hu, Tianyu
;
Zhang, YingYing
;
Su, Yanjun
;
Zheng, Yi
;
Lin, Guanghui
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/03/01
mangrove
LiDAR
random forest
GLAS
aboveground biomass
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2020, 卷号: 108
作者:
Xu, Kexin
;
Su, Yanjun
;
Liu, Jin
;
Hu, Tianyu
;
Jin, Shichao
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/03/01
Aboveground biomass (AGB)
Degraded grassland
Machine learning
Northern agro-pastoral ecotone
Terrestrial laser scanning (TLS)