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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR 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
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收藏
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浏览/下载:0/0
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提交时间:2026/04/16
Urban floods
knowledge extraction
spatiotemporal disaster knowledge
large language models (LLMs)
intelligent agents
Integrated region-specific modeling of H5 avian influenza in Asia using ENSO-based forecasts
期刊论文
OAI收割
ONE HEALTH, 2026, 卷号: 22, 页码: 101322
作者:
Su, Yinghui
;
Wu, Ruoxuan
;
Liu, Pengfei
;
Li, Zhichao
;
Pu, Juan
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收藏
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浏览/下载:0/0
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提交时间:2026/02/09
El Nino-southern oscillation
Multivariate ENSO index
H5 highly pathogenic avian influenza
Generalized additive models
Climate-informed early warning
One Health surveillance
Combining Large Language Models with Satellite Embedding to Comprehensively Evaluate the Tibetan Plateau's Ecological Quality
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 4, 页码: 643
作者:
Yang, Yuejuan
;
Wang, Junbang
;
Wu, Pengcheng
;
Liu, Yang
;
Zhao, Xinquan
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收藏
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浏览/下载:0/0
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提交时间:2026/04/16
Tibetan Plateau
satellite embedding
large language models
ecological indicators
remote sensing
geospatial artificial intelligence
From Prompts to Self-Prompts: Parameter-Efficient Multi-Label Remote Sensing via Mask-Guided Classification
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 3, 页码: 518
作者:
Qu, Ge
;
Guan, Xiongwei
;
Wen, Fei
;
Zou, Xinyu
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
multi-label classification
remote sensing
self-prompted learning
parameter-efficient adaptation
foundation models
Downscaling daily climate data with super-resolution and CMIP6 global climate models to predict the climate in China
期刊论文
OAI收割
ADVANCES IN CLIMATE CHANGE RESEARCH, 2026, 卷号: 17, 期号: 1, 页码: 79-90
作者:
Zhang, Fu-Yao
;
Liu, Yun-Xi
;
Li, Xiu-Bin
;
Wang, Xue
;
Tan, Ming-Hong
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收藏
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浏览/下载:0/0
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提交时间:2026/04/16
CMIP6
Super-resolution models
Downscaling
Deep learning
Event-Specific Meteorological Drivers Shape Diverse Water-Use Efficiency Trajectories Under Drought Propagation
期刊论文
OAI收割
GLOBAL CHANGE BIOLOGY, 2026, 卷号: 32, 期号: 1, 页码: e70690
作者:
Li, Feng
;
Xin, Qinchuan
;
Green, Julia K.
;
Yi, Chuixiang
;
Kemanian, Armen R.
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收藏
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浏览/下载:0/0
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提交时间:2026/02/09
drought propagation
drought sensitivity
Earth System Models
response trajectories
water-use efficiency
A Novel Sampling Design That Considers Local Soil Heterogeneity in Both Geographical and Feature Spaces for Mapping Multiple Soil Properties at the Farm Level
期刊论文
OAI收割
IEEE ACCESS, 2026, 卷号: 14, 页码: 424-440
作者:
Wang, Yongji
;
Li, Shaoqi
;
Wang, Meizi
;
Qi, Qingwen
;
Li, Peng
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收藏
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浏览/下载:0/0
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提交时间:2026/02/09
Soil
Soil properties
Vegetation mapping
Predictive models
Normalized difference vegetation index
Indexes
Design methodology
Accuracy
Robustness
Image resolution
Soil variability
digital soil mapping (DSM)
sampling design
local heterogeneity of soil
subregion division
effective coverage in both geographical and feature spaces
BIMIM: Band-Independent Masked Image Modeling With Transformer for Multispectral Satellite Imagery
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2026, 卷号: 19, 页码: 6443-6459
作者:
Song, Jia
;
Xia, Luosheng
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收藏
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浏览/下载:0/0
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提交时间:2026/04/16
Transformers
Image reconstruction
Remote sensing
Feature extraction
Satellite images
Computational modeling
Adaptation models
Representation learning
Land surface
Training
Embedding
masked image modeling (MIM)
multispectral image classification
self-supervised learning (SSL)
transformer
UEPA-GAN: An Unsupervised Framework for Daily Precipitation Downscaling
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2026, 卷号: 23, 页码: 1501605
作者:
Mo, Jinlin
;
Zhang, Xun
;
Wang, Fang
;
Liu, Yu
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
Precipitation
Generators
Image reconstruction
Training
Spatial resolution
Climate
Computer architecture
Generative adversarial networks
Data models
Artificial intelligence
Extreme precipitation attention (EPA)
GAN
physical constraint
precipitation downscaling
unsupervised
Changes in land surface air temperature annual cycle amplitude over the last millennium
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 1, 页码: 3-15
作者:
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
annual temperature cycle amplitude
last millennium
global climate models
anthropogenic fingerprint