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Machine learning versus crop growth models: an ally, not a rival
期刊论文
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:
Zhang, Ningyi
;
Zhou, Xiaohan
;
Kang, Mengzhen
;
Hu, Bao-Gang
;
Heuvelink, Ep
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Knowledge
and data-driven modelling
Machine learning
Process-based models
yield prediction
Snowfall climatology in the Tianshan Mountains based on 36 cold seasons of WRF dynamical downscaling simulation
期刊论文
ATMOSPHERIC RESEARCH, 2022, 卷号: 270, 页码: 10
作者:
Yang, Tao
;
Li, Qian
;
Hamdi, Rafiq
;
Zou, Qiang
;
Chen, Xi
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  |  
浏览/下载:294/0
  |  
提交时间:2022/06/02
Snowfall
Regional climate model
Moisture characteristics
Climate change
Tianshan Mountains
Normalized difference vegetation index prediction based on the delta downscaling method and back-propagation artificial neural network under climate change in the Sanjiangyuan region, China
期刊论文
ECOLOGICAL INFORMATICS, 2022, 卷号: 72
作者:
Ma, BR
;
Zeng, WH
;
Hu, GZ
;
Cao, RX
;
Cui, D
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  |  
浏览/下载:10/0
  |  
提交时间:2022/12/02
Climate Change Projections of Temperature Over the Coastal Area of China Using SimCLIM
期刊论文
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2021, 卷号: 9, 页码: 17
作者:
Wang, Xiaoli
;
Hou, Xiyong
;
Piao, Yingchao
;
Feng, Aiqing
;
Li, Yinpeng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/08/13
temperature projection
CMIP5 GCMs
RCPs
coastal area of China
SimCLIM
Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603, 页码: 17
作者:
Zhao, Wei
;
Wen, Fengping
;
Wang, Qunming
;
Sanchez, Nilda
;
Piles, Maria
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  |  
浏览/下载:76/0
  |  
提交时间:2021/12/10
Surface soil moisture
Spatial downscaling
Annual temperature cycle
ESA CCI
MODIS
COSMO-CLM regional climate simulations in the Coordinated Regional Climate Downscaling Experiment (CORDEX) framework: a review
期刊论文
GEOSCIENTIFIC MODEL DEVELOPMENT, 2021, 卷号: 14, 期号: 8, 页码: 5125-5154
作者:
Sorland, Silje Lund
;
Brogli, Roman
;
Pothapakula, Praveen Kumar
;
Russo, Emmanuele
;
Van de Walle, Jonas
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浏览/下载:40/0
  |  
提交时间:2021/09/18
Global exposure of population and land-use to meteorological droughts under different Warming Levels and Shared Socioeconomic Pathways: A Coordinated Regional Climate Downscaling Experiment-based study
期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 页码: 28
作者:
Spinoni, Jonathan
;
Barbosa, Paulo
;
Bucchignani, Edoardo
;
Cassano, John
;
Cavazos, Tereza
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  |  
浏览/下载:19/0
  |  
提交时间:2021/09/18
climate projections
CORDEX
drought
global warming levels
land-use
population
socioeconomic scenarios
Downscaling of ESA CCI soil moisture in Taihu Lake Basin: are wetness conditions and non-linearity important?
期刊论文
JOURNAL OF WATER AND CLIMATE CHANGE, 2021, 卷号: 12, 期号: 5, 页码: 1564-1579
作者:
Liu, Ya
;
Zhu, Qing
;
Liao, Kaihua
;
Lai, Xiaoming
;
Wang, Junbang
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/11/05
remote sensing
soil hydrology
soil moisture
Taihu Lake Basin
watershed
Improving Regional Model Skills During Typhoon Events: A Case Study for Super Typhoon Lingling Over the Northwest Pacific Ocean
期刊论文
FRONTIERS IN MARINE SCIENCE, 2021, 卷号: 8, 页码: 22
作者:
Li, Delei
;
Staneva, Joanna
;
Bidlot, Jean-Raymond
;
Grayek, Sebastian
;
Zhu, Yuchao
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/04/14
atmosphere-wave coupled model
wind
wave
tropical cyclone
roughness length
spectral nudging
regional downscaling
A quantitative review of water footprint accounting and simulation for crop production based on publications during 2002-2018
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 10
作者:
Feng, Bianbian
;
Zhuo, La
;
Xie, Dong
;
Mao, Ying
;
Gao, Jie
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/15
Quantification methods
Spatial scales
Uncertainty
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