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A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data 期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:  Zhang, Lei;  Yang, Lin;  Ma, Tianwu;  Shen, Feixue;  Cai, Yanyan
收藏  |  浏览/下载:28/0  |  提交时间:2021/03/15
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:  Zhang, Qiang;  Wu, Shun;  Wang, Xiangwen;  Sun, Binzhen;  Liu, Haimeng
收藏  |  浏览/下载:20/0  |  提交时间:2021/03/16
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
收藏  |  浏览/下载:106/0  |  提交时间:2019/09/24
Aboveground Biomass Allocation and Additive Allometric Models for Natural Larix gmelinii in the Western Daxing'anling Mountains, Northeastern China 期刊论文
FORESTS, 2019, 卷号: 10, 期号: 2, 页码: 16
作者:  Meng, Shengwang;  Jia, Quanquan;  Liu, Qijing;  Zhou, Guang;  Wang, Huimin
收藏  |  浏览/下载:46/0  |  提交时间:2019/05/22
Spatiotemporal patterns of PM10 concentrations over China during 2005-2016: A satellite-based estimation using the random forests approach 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 242, 页码: 605-613
作者:  Chen, Gongbo;  Wang, Yichao;  Li, Shanshan;  Cao, Wei;  Ren, Hongyan
收藏  |  浏览/下载:44/0  |  提交时间:2019/05/23
A machine learning method to estimate PM2.5 concentrations across China with remote sensing, meteorological and land use information 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 636, 页码: 52-60
作者:  Chen, Gongbo;  Li, Shanshan;  Knibbs, Luke D.;  Hamm, N. A. S.;  Cao, Wei
收藏  |  浏览/下载:51/0  |  提交时间:2019/05/23
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2018, 卷号: 71, 页码: 186-198
作者:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
收藏  |  浏览/下载:41/0  |  提交时间:2019/05/23
Estimating spatiotemporal distribution of PM1 concentrations in China with satellite remote sensing, meteorology, and land use information 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 233, 页码: 1086-1094
作者:  Chen, Gongbo;  Knibbs, Luke D.;  Zhang, Wenyi;  Li, Shanshan;  Cao, Wei
收藏  |  浏览/下载:37/0  |  提交时间:2019/05/30
Soil Moisture Drought Monitoring and Forecasting Using Satellite and Climate Model Data over Southwestern China 期刊论文
JOURNAL OF HYDROMETEOROLOGY, 2017, 卷号: 18, 期号: 1, 页码: 5-23
作者:  Zhang, Xuejun;  Tang, Qiuhong;  Liu, Xingcai;  Leng, Guoyong;  Li, Zhe
收藏  |  浏览/下载:13/0  |  提交时间:2019/09/25
Interannual variability of ecosystem carbon exchange: From observation to prediction 期刊论文
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2017, 卷号: 26, 期号: 11, 页码: 1225-1237
作者:  Niu, SL;  Fu, Z;  Luo, YQ;  Stoy, PC;  Keenan, TF
收藏  |  浏览/下载:47/0  |  提交时间:2018/04/14


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