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A deep one-dimensional convolutional neural network for microplastics classification using Raman spectroscopy 期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 124, 页码: 14
作者:  Zhang, Wei;  Feng, Weiwei;  Cai, Zongqi;  Wang, Huanqing;  Yan, Qi;  Wang, Qing
收藏  |  浏览/下载:205/0  |  提交时间:2023/08/17
Microplastics pollution  Classification  Raman spectroscopy  Convolutional neural networks  
Study on Rapid Recognition of Microplastics Based on Infrared Spectroscopy 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 卷号: 42, 期号: 11, 页码: 3501-3506
作者:  Wu Xue;  Feng Wei-wei;  Cai Zong-qi;  Wang Qing
收藏  |  浏览/下载:190/0  |  提交时间:2023/08/17
Microplastics  Near infrared spectrum  XGBoost  SVM  
Predicting Aquaculture Water Quality Using Machine Learning Approaches 期刊论文
WATER, 2022, 卷号: 14, 期号: 18, 页码: 15
作者:  Li, Tingting;  Lu, Jian;  Wu, Jun;  Zhang, Zhenhua;  Chen, Liwei
收藏  |  浏览/下载:203/0  |  提交时间:2022/11/07
industrial aquaculture  machine learning  support vector machine  water quality prediction  
Estimating Chemical Oxygen Demand in estuarine urban rivers using unmanned aerial vehicle hyperspectral images 期刊论文
ECOLOGICAL INDICATORS, 2022, 卷号: 139, 页码: 11
作者:  Cai, Jiannan;  Meng, Ling;  Liu, Hailong;  Chen, Jun;  Xing, Qianguo
收藏  |  浏览/下载:262/0  |  提交时间:2022/07/26
Hyperspectral  Chemical Oxygen Demand (COD)  Urban river  1D-CNN  UAV  
A new oil spill detection algorithm based on Dempster-Shafer evidence theory 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 14
作者:  Zhang, Tianlong;  Guo, Jie;  Xu, Chenqi;  Zhang, Xi;  Wang, Chuanyuan;  Li, Baoquan
Adobe PDF(5149Kb)  |  收藏  |  浏览/下载:636/217  |  提交时间:2021/11/09
synthetic aperture radar (SAR) data  oil spill detection  subjective Bayesian  Faster-region convolutional neural networks (RCNN)  Dempster-Shafer evidence theory  
A coarse-to-fine leaf detection approach based on leaf skeleton identification and joint segmentation 期刊论文
BIOSYSTEMS ENGINEERING, 2021, 卷号: 206, 页码: 94-108
作者:  Zhang, Liankuan;  Xia, Chunlei;  Xiao, Deqin;  Weckler, Paul;  Lan, Yubin;  Lee, Jang M.
浏览  |  Adobe PDF(3215Kb)  |  收藏  |  浏览/下载:704/240  |  提交时间:2021/06/22
Leaf extraction  Leaf pose measurement  Leaf shape estimation  Occlusion detection  Active shape model  Plant image analysis  
Classification of pathogens by Raman spectroscopy combined with generative adversarial networks 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 726, 页码: 9
作者:  Yu, Shixiang;  Li, Hanfei;  Li, Xin;  Fu, Yu Vincent;  Liu, Fanghua
Adobe PDF(4871Kb)  |  收藏  |  浏览/下载:341/68  |  提交时间:2021/06/21
Classification  Generative adversarial network  Pathogens  Raman spectroscopy  
An Improved Method for Identification of Pre-miRNA in Drosophila 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 52173-52180
作者:  Yu, Tieying;  Chen, Min;  Wang, Chunde
Adobe PDF(4411Kb)  |  收藏  |  浏览/下载:326/70  |  提交时间:2020/07/08
MICRORNA-DISEASE ASSOCIATIONS  IDENTIFYING PROMOTERS  GENE-EXPRESSION  PREDICTION  RNA  SITES  DNA  METHYLATION  DATABASE  NETWORK  
The Role of Satellite-Based Remote Sensing in Improving Simulated Streamflow: A Review 期刊论文
WATER, 2019, 卷号: 11, 期号: 8, 页码: 1615
作者:  Jiang, DJ;  Wang, K
浏览  |  Adobe PDF(338Kb)  |  收藏  |  浏览/下载:448/189  |  提交时间:2020/07/08
satellite-based remote sensing  streamflow simulation  hydrological model  data assimilation  
Back-propagation neural network and support vector machines for gold mineral prospectivity mapping in the Hatu region, Xinjiang, China 期刊论文
EARTH SCIENCE INFORMATICS, 2018, 卷号: 11, 期号: 4, 页码: 553-566
作者:  Zhang, Nannan;  Zhou, Kefa;  Li, Dong
浏览  |  Adobe PDF(5138Kb)  |  收藏  |  浏览/下载:449/228  |  提交时间:2020/07/08
Mineral prospectivity mapping  Back propagation neural network  Support vector machines  Weight of evidence