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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [41]
海洋研究所 [6]
南海海洋研究所 [2]
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中国科学院大学 [2]
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期刊论文 [48]
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Meteorolog... [1]
地理学::自然地理学 [1]
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Simulating and predicting lake dynamics by fusing HBV modeling, machine learning approach and remote sensing data
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 663, 页码: 134303
作者:
Naeem, Muhammad
;
Zhang, Yongqiang
;
Ma, Ning
;
Tang, Zixuan
;
Miao, Ping
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/11/17
Hydrological dynamics
HBV model
Machine learning
Random Forest
CA-Markov model
Climate change
Lake area prediction
Water resource management
Modeling the Potential Invasion Risk of Ageratina adenophora in China From an Ecological Suitability Perspective
期刊论文
OAI收割
ECOLOGY AND EVOLUTION, 2025, 卷号: 15, 期号: 10, 页码: e72392
作者:
Xie, Xiaolan
;
Ma, Tian
;
Chen, Yu
;
Zhuo, Jun
;
Chen, Shuai
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/11/17
Ageratina Adenophora
climate change
future prediction
human activity
invasion risk
random forest
Pooled Prediction of the Individual and Combined Impact of Extreme Climate Events on Crop Yields in China
期刊论文
OAI收割
AGRONOMY-BASEL, 2025, 卷号: 15, 期号: 10, 页码: 2319
作者:
Liu, Junjie
;
Liu, Yujie
;
Chen, Jie
;
Shi, Zhaoyang
;
Huang, Shuyuan
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/19
extreme climate events
crop yields
pooled prediction
CMIP6
vulnerability curve assessment
Dynamic Simulation of Land Use Change and Assessment of Ecosystem Services Under Climate Change Scenarios: A Case Study of Shanghai, China
期刊论文
OAI收割
LAND, 2025, 卷号: 14, 期号: 9, 页码: 1791
作者:
Li, Yan
;
Wang, Chengdong
;
Sun, Mingxing
;
Zhang, Hui
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/11/17
ecosystem services
LUCC
climate change
scenario prediction
Assessing relative contributions of climate and socio-environmental factors to ecosystem health through space-time interpretable machine learning
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2025, 卷号: 178, 页码: 114087
作者:
Meng, Xiaoliang
;
Wu, Junyi
;
Xie, Yichun
;
Bai, Yongfei
;
Zhou, Chenghu
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/11/17
Relative contributions of coupled climate and
socioenvironmental factors
Interpretable machine learning
Fine-grained spatial and temporal analysis
Each feature's contribution to individual
prediction (EFCTIP)
Localized EFCTIP
Leaf multi-dimensional stoichiometry as a robust predictor of productivity on the Tibetan Plateau
期刊论文
OAI收割
JOURNAL OF INTEGRATIVE PLANT BIOLOGY, 2025, 卷号: N/A
作者:
Li, Xin
;
Zhang, Jiahui
;
Rousk, Kathrin
;
Zhang, Yinghua
;
Jiao, Yi
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/08/21
carbon cycle
climate change
machine learning
productivity prediction
stoichiometry
Tibetan Plateau
A Forecast-Then-Retrieve Framework for Short-Term Forecasting of Downward Solar Radiation Using Geostationary Satellite Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4112518
作者:
Zhao, Ziwei
;
Liu, Ronggao
;
Zhang, Xuezhen
;
Zhu, Mengyao
;
Tao, Zexing
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/01/21
Forecasting
Accuracy
Clouds
Atmospheric modeling
Spatial resolution
Predictive models
Land surface
Green energy
Geostationary satellites
Fossil fuels
Climate change
Globalization
Downward shortwave radiation (DSR) forecasting
Himawari-8 satellite
Level 1B (L1B) radiance prediction
multimodal neural networks
spatiotemporal deep learning
In-season maize yield prediction in Northeast China: The phase-dependent benefits of assimilating climate forecast and satellite observations
期刊论文
OAI收割
AGRICULTURAL AND FOREST METEOROLOGY, 2024, 卷号: 358, 页码: 110242
作者:
Lu, Chenxi
;
Leng, Guoyong
;
Liao, Xiaoyong
;
Tu, Haiyang
;
Qiu, Jiali
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2024/10/21
In-season maize yield prediction
Seasonal climate forecasts
Satellite-based vegetation index
Random forest
Northeast China
A novel framework for predicting glacial lake outburst debris flows in the Himalayas amidst climate change
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 946, 页码: 13
作者:
Zhou, Bin
;
Zou, Qiang
;
Jiang, Hu
;
Yang, Tao
;
Zhou, Wentao
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2024/08/19
Glacial lake outburst debris flow
Occurrence probability
Prediction
Climate change
Himalayas
Which riverine water quality parameters can be predicted by meteorologically-driven deep learning?
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 946, 页码: 174357
作者:
Huang, Sheng
;
Wang, Yueling
;
Xia, Jun
  |  
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2024/09/19
Water quality parameter
Deep learning
Meteorological condition
Extreme value
Climate change
Collective prediction