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Learning transferable cross-modality representations for few-shot hyperspectral and LiDAR collaborative classification
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 126, 页码: 11
作者:
Dai, Mofan
;
Xing, Shuai
;
Xu, Qing
;
Wang, Hanyun
;
Li, Pengcheng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/26
Multimodal remote sensing data
Meta-learning
Few-shot learning
Cross-modality feature learning
Integrating Backdating and Transfer Learning in an Object-Based Framework for High Resolution Image Classification and Change Analysis
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 24, 页码: 1-11
作者:
Qian, Yuguo
;
Zhou, Weiqi
;
Yu, Wenjuan
;
Han, Lijian
;
Li, Weifeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/08/31
urban landscape
multi-temporal
change detection
land cover land use
remote sensing
urban ecology
Evaluation of submerged mangrove recognition index using multi-tidal remote sensing data
期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 113, 页码: 14
作者:
Xia, Qing
;
Qin, Cheng-Zhi
;
Li, He
;
Huang, Chong
;
Su, Fen-Zhen
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  |  
浏览/下载:26/0
  |  
提交时间:2020/05/19
Mangrove forests
Vegetation indices
Submerged mangrove recognition index (SMRI)
High-resolution images
Medium-resolution images
Snow cover estimation from MODIS and Sentinel-1 SAR data using machine learning algorithms in the western part of the Tianshan Mountains
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 4, 页码: 884-897
作者:
Liu Yang
;
Chen Xi
;
Hao Jian-Sheng
;
Li Lan-hai
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  |  
浏览/下载:18/0
  |  
提交时间:2020/11/12
Snow cover
Estimation
Sentinel-1
2
MODIS
Machine learning
An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:
Sun, Fei
;
Fang, Fang
;
Wang, Run
;
Wan, Bo
;
Guo, Qinghua
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/03/01
image classification
class imbalance
impartial semi-supervised learning strategy (ISS)
extreme gradient boosting (XGB)
very-high-resolution (VHR)
Quantifying Degradation Classifications on Alpine Grassland in the Lhasa River Basin, Qinghai-Tibetan Plateau
期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 24, 页码: 14
作者:
Han, Wangya
;
Lu, Huiting
;
Liu, Guohua
;
Wang, Jingsheng
;
Su, Xukun
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
alpine grassland
quantitative degradation classifications
remote sensing
Lhasa river basin
The Effect of NDVI Time Series Density Derived from Spatiotemporal Fusion of Multisource Remote Sensing Data on Crop Classification Accuracy
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 11, 页码: 17
作者:
Sun, Rui
;
Chen, Shaohui
;
Su, Hongbo
;
Mi, Chunrong
;
Jin, Ning
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/19
support vector machine
classification accuracy
remote sensing
random forest
Forest-Type Classification Using Time-Weighted Dynamic Time Warping Analysis in Mountain Areas: A Case Study in Southern China
期刊论文
FORESTS, 2019, 卷号: 10, 期号: 11, 页码: 18
作者:
Cheng, Kai
;
Wang, Juanle
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  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
forest type
time-weighted dynamic time warping
random forest
support vector machine
mountain area
southern China
Quantifying the vertical distribution pattern of land-use conversion in the loess hilly region of northern Shaanxi Province 1995-2015
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2019, 卷号: 29, 期号: 5, 页码: 730-748
作者:
Cao Zhi
;
Li Yurui
;
Liu Zhengjia
;
Yang Lingfan
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2019/10/11
land use change
vertical distribution pattern
topographic factors
HAND (Height above the Nearest Drainage)
loess hilly region
northern Shaanxi Province
Mapping annual forest cover by fusing PALSAR/PALSAR-2 and MODIS NDVI during 2007-2016
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 224, 页码: 74-91
作者:
Zhang, Yihang
;
Ling, Feng
;
Foody, Giles M.
;
Ge, Yong
;
Boyd, Doreen S.
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  |  
浏览/下载:53/0
  |  
提交时间:2019/05/22
ALOS PALSAR
ALOS-2 PALSAR-2
Forest mapping
MODIS NDVI
Spatial-temporal
Downscaling
Super-resolution mapping
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