中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [241]
计算技术研究所 [64]
地理科学与资源研究... [41]
西安光学精密机械研... [36]
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iSwitch采集 [2]
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期刊论文 [444]
学位论文 [42]
会议论文 [13]
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2026 [5]
2025 [17]
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HR-MM Segformer: Enhancing land use and land cover semantic segmentation through transformer-based multisource remote sensing feature fusion
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 197, 页码: 106848
作者:
Fan, Junfu
;
Shi, Zongwen
;
Du, Yujie
;
Zhuang, Can
  |  
收藏
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浏览/下载:0/0
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提交时间:2026/02/09
LULC
Multimodal
Multispectral
Multisource feature fusion
Vision transformer
Deep learning
Interpretable deep learning hybrid streamflow prediction modeling based on multi-source data fusion
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2026, 卷号: 196, 页码: 106796
作者:
Wang, Zhaocai
;
Ding, Cheng
;
Xu, Nannan
;
Wang, Weilong
;
Zhang, Xingxing
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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
Streamflow prediction
Deep learning
Feature extraction
Mode decomposition
Nonlinear integration
Interpretability
FGOM-RTDETR: Far-Shore-Guided Object-Focusing Multiscale Network With Real-Time Detection Transformer for Infrared Ship Target Detection
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2026, 卷号: 64, 页码: 5002916
作者:
Wang, Haobin
;
Tang, Bo-Hui
;
Cai, Fangliang
;
Li, Menghua
;
Zhang, Zheng
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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
Marine vehicles
Feature extraction
Accuracy
Real-time systems
Monitoring
Remote sensing
Object detection
Laboratories
Deep learning
Transformers
Coordinate attention golden feature pyramid network (CAGoldFPN)
far-shore-guided object-focusing multiscale network with real-time detection Transformer (FGOM-RTDETR)
feature reparameterization (FRep)
infrared ship detection
multiscale feature fusion
multiscale stacked network (MuSSNet)
RTDETR
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
TSP-Former: A Phenology-Guided Transformer for Tobacco Mapping Using Satellite Image Time Series
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: 2423-2438
作者:
Gao, Huaming
;
Bai, Yongqing
;
Sun, Qing
;
Wang, Haoran
;
Tian, Xiangyu
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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
Crops
Time series analysis
Remote sensing
Deep learning
Accuracy
Earth
Feature extraction
Economics
Satellite images
Biological system modeling
Deep learning (DL)
phenological priors
remote sensing (RS)
Sentinel-2 time series
tobacco mapping
CA-STIM: an interpolation model with spatio-temporal evolution characteristics and cross-attention mechanism for 2D island morphology sequences
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 2513591
作者:
Zhang, Peng
;
Wu, Wenzhou
;
Shi, Shaochen
;
Li, Fengyu
;
Su, Fenzhen
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收藏
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浏览/下载:63/0
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提交时间:2025/07/18
Spatial morphology evolution of islands
interpolation
cross attention
feature fusion
deep learning
YOLOv11-SAFM: Enhancing Landslide Detection in Complex Mountainous Terrain Through Spatial Feature Adaptation
期刊论文
OAI收割
REMOTE SENSING, 2025, 卷号: 18, 期号: 1, 页码: 24
作者:
Zhang, Cheng
;
Tang, Bo-Hui
;
Cai, Fangliang
;
Li, Menghua
;
Fan, Dong
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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
landslide detection
remote sensing
YOLOv11
Spatially Adaptive Feature Modulation
multi-scale training
deep learning
Comparison of Soil Organic Carbon Prediction Accuracy Under Different Habitat Patches Division Methods on the Tibetan Plateau
期刊论文
OAI收割
LAND DEGRADATION & DEVELOPMENT, 2025, 卷号: N/A
作者:
Peng, Yao
;
Zhou, Wei
;
Xiao, Jieyun
;
Liu, Haotian
;
Wang, Ting
  |  
收藏
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浏览/下载:0/0
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提交时间:2025/10/20
feature selection
habitat patches
machine learning
soil organic carbon density
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
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收藏
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浏览/下载:0/0
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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
Sandy Beach Extraction Method Based on Multi-Source Data and Feature Optimization: A Case in Fujian Province, China
期刊论文
OAI收割
REMOTE SENSING, 2025, 卷号: 17, 期号: 16, 页码: 2754
作者:
Meng, Jie
;
Xu, Duanyang
;
Tao, Zexing
;
Ge, Quansheng
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收藏
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浏览/下载:0/0
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提交时间:2025/10/20
sandy beach
multi-source data
recursive feature elimination
ensemble learning
Fujian