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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:19/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Efficient Remote Sensing Image Super-Resolution via Lightweight Diffusion Models
期刊论文
OAI收割
IEEE Geoscience and Remote Sensing Letters, 2024, 卷号: 21, 页码: 1-5
作者:
An T(安泰)
;
Xue B(薛斌)
;
Huo CL(霍春雷)
;
Xiang SM(向世明)
;
Pan CH(潘春洪)
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/01/17
Remote sensing super-resolution
lightweight diffusion models
cross-attention mechanism
satellite imagery
Compressed Spectrum Reconstruction Method Based on Coding Feature Vector Enhancement
期刊论文
OAI收割
IEEE Transactions on Geoscience and Remote Sensing, 2024, 卷号: 62, 页码: 1-16
作者:
Cao, Chipeng
;
Li, Jie
;
Wang, Pan
;
Qi, Chun
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/07
Compressed spectral imaging
encoding feature reconstruction
prior spectral data
vector enhancement
Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:
Jin, Qizhao
;
Zhang, Xinbang
;
Xiao, Xinyu
;
Wang, Ying
;
Xiang, Shiming
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/26
Precipitation
Transformers
Spatiotemporal phenomena
Decoding
Humidity
Correlation
Computer architecture
Data mining
precipitation nowcasting
transformer
Can CINRAD Radar With VCP-21 Mode Capture the Accumulated Rainfall Pattern and Intensity of Fast-Moving Storms?
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 13
作者:
Yang, Zhida
;
Qi, Youcun
;
Zhang, Zhe
;
Li, Donghuan
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/04/01
Doppler weather radar
fast-moving storms
interpolation methods
radar quantitative precipitation estimation (QPE)
Permian tectonic evolution and continental accretion in the eastern Central Asian Orogenic Belt: A perspective from the intrusive rocks
期刊论文
OAI收割
Geoscience Frontiers, 2024, 卷号: 15, 期号: 2, 页码: 101775
作者:
Anzong Fu
;
Hongyan Geng
;
Changzhou Deng
;
Chenglu Li
;
Jishuang Ding
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/03/27
A New Forest Leaf Area Index Retrieval Algorithm Over Slope Surface
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 18
作者:
He, Min
;
Wen, Jianguang
;
Wu, Shengbiao
;
Meng, Lei
;
Lin, Xingwen
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/03/01
Forestry
Reflectivity
Indexes
Surface topography
Biological system modeling
Atmospheric modeling
Vegetation mapping
Bidirectional reflectance
effective leaf area index (LAI)
geometrical optical model (GOM)
remote sensing
radiative transfer (RT)
scattering by arbitrarily inclined leaves (SAIL)
topography
SNUNet3+: A Full-Scale Connected Siamese Network and a Dataset for Cultivated Land Change Detection in High-Resolution Remote-Sensing Images
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 18
作者:
Miao, Lizhi
;
Li, Xinting
;
Zhou, Xinxin
;
Yao, Ling
;
Deng, Yamei
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/03/01
Feature extraction
Remote sensing
Transformers
Convolutional neural networks
Deep learning
Decoding
Task analysis
Change detection
deep learning (DL)
nonagriculturalization of cultivated land
remote sensing (RS)
UNet3+
TAVIs: Topographically Adjusted Vegetation Index for a Reliable Proxy of Gross Primary Productivity in Mountain Ecosystems
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 12
作者:
Xie, Xinyao
;
Zhao, Wei
;
Yin, Gaofei
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/03/19
Gross primary productivity (GPP)
micrometeorology-related topographic effect
remotely sensed (RS)-related topographic effect
topography
vegetation index (VI)
A Geoscience-Aware Network (GASlumNet) Combining UNet and ConvNeXt for Slum Mapping
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 2, 页码: 19
作者:
Lu, Wei
;
Hu, Yunfeng
;
Peng, Feifei
;
Feng, Zhiming
;
Yang, Yanzhao
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/03/04
slum mapping
deep learning
geoscience-aware paradigm
semantic segmentation
remote sensing