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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研... [166]
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On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values
期刊论文
OAI收割
GEOSCIENCE FRONTIERS, 2024, 卷号: 15, 期号: 4, 页码: 101800
作者:
Wang, Nan
;
Zhang, Hongyan
;
Dahal, Ashok
;
Cheng, Weiming
;
Zhao, Min
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Monitoring soil organic carbon under coastal restoration using time series Sentinel-1
期刊论文
OAI收割
LAND DEGRADATION & DEVELOPMENT, 2024, 卷号: N/A
作者:
Yang, Ren-Min
;
Huang, Lai-Ming
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/04/08
Monte Carlo feature selection
random forests
soil organic carbon
structural equation modeling
synthetic aperture radar
vegetation phenology
Reliable precipitation nowcasting using probabilistic diffusion models
期刊论文
OAI收割
Environmental Research Letters, 2024, 卷号: 19, 期号: 3
作者:
Nai,Congyi
;
Pan,Baoxiang
;
Chen,Xi
;
Tang,Qiuhong
;
Ni,Guangheng
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/03/18
probabilistic diffusion model
ensemble forecast
nowcasting
Clustering dimensionless learning for multiple-physical-regime systems
期刊论文
OAI收割
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者:
Zhang, Lei
;
Xu, Zhaoyue
;
Wang, Shizhao
;
He, Guowei
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
Identifying the key factors influencing spatial and temporal variations of regional coastal fishing activities
期刊论文
OAI收割
OCEAN & COASTAL MANAGEMENT, 2024, 卷号: 248, 页码: 11
作者:
Chen, Renli
;
Wang, Yueqi
;
Wu, Xiaoqing
;
Gao, Zhiqiang
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/02/23
Coastal fishing activity
Marine environment
Marine policy
Influence factors
Automatic Identification System (AIS)
Enhancing Agricultural Ecological Efficiency in China: An Evolution and Pathways under the Carbon Neutrality Vision
期刊论文
OAI收割
LAND, 2024, 卷号: 13, 期号: 2, 页码: 187
作者:
Wang, Xiaochen
;
Liu, Yaqun
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/04/08
agricultural ecological efficiency
carbon neutrality vision
spatiotemporal division
optimization pathways
window analysis of super-SBM-undesirable model
GTWR
Landslide hazard spatiotemporal prediction based on data-driven models: Estimating where, when and how large landslide may be
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 126, 页码: 13
作者:
Fang, Zhice
;
Wang, Yi
;
van Westen, Cees
;
Lombardo, Luigi
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/01
Spatiotemporal landslide hazard prediction
Exceedance probability
Slope unit
Spatiotemporal cross-validation
Quantifying the indirect effects of different air pollutants on crop yields in North China Plain
期刊论文
OAI收割
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 2
作者:
Lu, Chenxi
;
Leng, Guoyong
;
Yu, Linfei
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/02/05
crop yields
air pollutants
indirect impacts
North China Plain
path analysis
random forest model
Significant Improvement in Soil Organic Carbon Estimation Using Data-Driven Machine Learning Based on Habitat Patches
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 4, 页码: 18
作者:
Yu, Wenping
;
Zhou, Wei
;
Wang, Ting
;
Xiao, Jieyun
;
Peng, Yao
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/04/01
soil organic carbon
clustering algorithm
machine learning
digital soil mapping
Mapping property redevelopment via GeoAI: Integrating computer vision and socioenvironmental patterns and processes
期刊论文
OAI收割
CITIES, 2024, 卷号: 144, 页码: 104644
作者:
Liu, Cheng
;
Song, Weixuan
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
Physical urban change
Gentrification
Regeneration
Street view imagery
Deep learning