中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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Automated extraction of spatiotemporal disaster knowledge for urban floods: a multimodal framework based on LLMs and agent
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2026, 卷号: 19, 期号: 1, 页码: 2640706
作者:
Yang, Yichen
;
Wang, Qiang
;
Li, Weirong
;
Wang, Shu
;
Fang, Shifeng
  |  
收藏
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浏览/下载:1/0
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提交时间:2026/04/16
Urban floods
knowledge extraction
spatiotemporal disaster knowledge
large language models (LLMs)
intelligent agents
Integrating eco-biogeographical knowledge into deep learning: An approach for fine-grained mountain vegetation classification
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2026, 卷号: 338, 页码: 115346
作者:
Yao, Yonghui
;
Liu, Yulian
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收藏
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浏览/下载:1/0
  |  
提交时间:2026/04/16
Deep learning
Eco-biogeographical knowledge
Mountain vegetation knowledge graph
Similarity calculation
Vegetation formation classification
Surging scientific capabilities in cities worldwide after significant earthquakes
期刊论文
OAI收割
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2026, 卷号: 96, 页码: 103109
作者:
Liang, Yuting
;
Navarrete, Carlos
;
Wang, Jinfeng
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收藏
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浏览/下载:1/0
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提交时间:2026/02/09
Earthquake
Knowledge diffusion
Relatedness
Scientific capability
Regional diversification
GAGNN: a geography-aware graph neural network for citywide commuting flows prediction
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2026, 卷号: 147, 页码: 105175
作者:
Tu, Youjun
;
Wang, Peixiao
;
Zhu, Julie N. Y.
;
Zhao, Zhiyuan
;
Li, Junli
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收藏
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浏览/下载:1/0
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提交时间:2026/04/16
Commuting flow
Transportation networks
Geographic adjacency
Semantic adjacency
Geographic knowledge
OpenDDF Advances Knowledge Service-Oriented Disaster Data Governance
期刊论文
OAI收割
TRANSACTIONS IN GIS, 2026, 卷号: 30, 期号: 1, 页码: e70215
作者:
Wang, Juanle
;
Bu, Kun
;
Yuan, Yuelei
;
Li, Congrong
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收藏
  |  
浏览/下载:1/0
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提交时间:2026/04/16
digital disaster reduction
disaster data standardization
disaster risk reduction knowledge service
FAIR principles
metadata standardization
open science
DGL-RSIS: Decoupling global spatial context and local class semantics for training-free remote sensing image segmentation
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2026, 卷号: 146, 页码: 105113
作者:
Li, Boyi
;
Zhang, Ce
;
Timmerman, Richard M.
;
Bao, Wenxuan
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收藏
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浏览/下载:1/0
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提交时间:2026/03/16
Vision language model
Open-vocabulary semantic segmentation
Referring expression segmentation
Domain knowledge
Training-free
Saline patch identification using a semi-supervised knowledge integration deep learning framework based solely on UAV RGB imagery
期刊论文
OAI收割
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2026, 卷号: 240, 页码: 111061
作者:
Li, Zhen
;
Sun, Zhigang
;
Yang, Ting
;
Liu, Zhen
;
Sun, Wentao
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收藏
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浏览/下载:2/0
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提交时间:2026/02/09
Saline patch identification
Knowledge integration
Semi-supervised learning
UAV imagery
Identifying coastline positions and types based on both the moisture content and feature knowledge of ground objects
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 25
作者:
Chen, Chao
;
Gong, Shaojun
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收藏
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浏览/下载:21/0
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提交时间:2025/10/14
Coastline
moisture content of ground object
feature knowledge
spatial positioning
type recognition
Unveiling optimal SDG pathways: an innovative automated recommendation approach integrating graph pruning, intent graph, and attention mechanism
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 2513048
作者:
Wang, Qiang
;
Yu, Zhihang
;
Wang, Shu
;
Zhu, Yunqiang
;
Dai, Xiaoliang
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收藏
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浏览/下载:73/0
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提交时间:2025/07/18
Sustainable development pathways
ecological civilization pattern
recommender system
knowledge graph pruning
intent graph
Knowledge-informed deep learning to mitigate bias in joint air pollutant prediction
期刊论文
OAI收割
ENVIRONMENT INTERNATIONAL, 2025, 卷号: 206, 页码: 109915
作者:
Li, Lianfa
;
Khalili, Roxana
;
Lurmann, Frederick
;
Pavlovic, Nathan
;
Wu, Jun
  |  
收藏
  |  
浏览/下载:1/0
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提交时间:2026/01/21
Deep learning
Physics-informed modeling
Air pollution
Knowledge fusion
Bias mitigation
Joint prediction