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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
Authors:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
Multi-view learning  Multi-task learning  Particle swarm optimization  Spatiotemporal dependency  Spatiotemporal heterogeneity  Task relationship learning  
Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions 期刊论文
ENVIRONMENT INTERNATIONAL, 2019, 卷号: 128, 页码: 310-323
Authors:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun;  Urman, Robert;  Rappaport, Edward;  Ritz, Beate;  Franklin, Meredith;  Breton, Carrie;  Gilliland, Frank;  Habre, Rima
Favorite  |  View/Download:2/0  |  Submit date:2019/09/24
Air pollution  Nitrogen oxides  Spatiotemporal variability  Generalization  Machine learning  Cluster methods  
Altered trends in carbon uptake in China's terrestrial ecosystems under the enhanced summer monsoon and warming hiatus 期刊论文
NATIONAL SCIENCE REVIEW, 2019, 卷号: 6, 期号: 3, 页码: 505-514
Authors:  He, Honglin;  Wang, Shaoqiang;  Zhang, Li;  Wang, Junbang;  Ren, Xiaoli;  Zhou, Lei;  Piao, Shilong;  Yan, Hao;  Ju, Weimin;  Gu, Fengxue;  Yu, Shiyong;  Yang, Yuanhe;  Wang, Miaomiao;  Niu, Zhongen;  Ge, Rong;  Yan, Huimin;  Huang, Mei;  Zhou, Guoyi;  Bai, Yongfei;  Xie, Zongqiang;  Tang, Zhiyao;  Wu, Bingfang;  Zhang, Leiming;  He, Nianpeng;  Wang, Qiufeng;  Yu, Guirui
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climate change  Asian summer monsoon  warming hiatus  biogeochemical modeling  ecosystem carbon dynamics  
Air temperature optima of vegetation productivity across global biomes 期刊论文
NATURE ECOLOGY & EVOLUTION, 2019, 卷号: 3, 期号: 5, 页码: 772-779
Authors:  Huang, Mengtian;  Piao, Shilong;  Ciais, Philippe;  Penuelas, Josep;  Wang, Xuhui;  Keenan, Trevor F.;  Peng, Shushi;  Berry, Joseph A.;  Wang, Kai;  Mao, Jiafu;  Alkama, Ramdane;  Cescatti, Alessandro;  Cuntz, Matthias;  De Deurwaerder, Hannes;  Gao, Mengdi;  He, Yue;  Liu, Yongwen;  Myneni, Ranga B.;  Niu, Shuli;  Shi, Xiaoying;  Yuan, Wenping;  Verbeeck, Hans;  Wang, Tao;  Wu, Jin;  Janssens, Ivan A.
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Future forest dynamics under climate change, land use change, and harvest in subtropical forests in Southern China 期刊论文
LANDSCAPE ECOLOGY, 2019, 卷号: 34, 期号: 4, 页码: 843-863
Authors:  Wu, Zhuo;  Dai, Erfu;  Wu, Zhifeng;  Lin, Meizhen
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
Forest dynamics  Forest disturbances  Climate change  Land use  Model integration  Subtropical forests  
The Belt and Road: Geographical pattern and regional risks 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2019, 卷号: 29, 期号: 4, 页码: 483-495
Authors:  Wu, Shaohong;  Liu, Lulu;  Liu, Yanhua;  Gao, Jiangbo;  Dai, Erfu;  Feng, Aiqing;  Wang, Wentao
Favorite  |  View/Download:6/0  |  Submit date:2019/05/22
the Belt and Road  regional characteristics  extreme events  environmental change  risks  
Using the NDVI to analyze trends and stability of grassland vegetation cover in Inner Mongolia 期刊论文
THEORETICAL AND APPLIED CLIMATOLOGY, 2019, 卷号: 135, 期号: 3-4, 页码: 1629-1640
Authors:  Lu, Qing;  Zhao, Dongsheng;  Wu, Shaohong;  Dai, Erfu;  Gao, Jiangbo
Favorite  |  View/Download:20/0  |  Submit date:2019/05/22
Evaluating the Dynamics of Groundwater Depletion for an Arid Land in the Tarim Basin, China 期刊论文
WATER, 2019, 卷号: 11, 期号: 2, 页码: 19
Authors:  Xia, Jun;  Wu, Xia;  Zhan, Chesheng;  Qiao, Yunfeng;  Hong, Si;  Yang, Peng;  Zou, Lei
Favorite  |  View/Download:7/0  |  Submit date:2019/05/22
groundwater depletion  influence factors  irrigation water source  groundwater management  arid land  Tarim Basin  
A Novel Process-Oriented Graph Storage for Dynamic Geographic Phenomena 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 2, 页码: 16
Authors:  Xue, Cunjin;  Wu, Chengbin;  Liu, Jingyi;  Su, Fenzhen
Favorite  |  View/Download:10/0  |  Submit date:2019/05/22
geographic process  dynamic phenomena  graph-based storage model  spatial evolution  sea surface temperature anomalies  
Gradation of the significance level of trends in precipitation over China 期刊论文
HYDROLOGY RESEARCH, 2018, 卷号: 49, 期号: 6, 页码: 1890-1901
Authors:  Xie, Ping;  Zhao, Yuxi;  Sang, Yan-Fang;  Gu, Haiting;  Wu, Ziyi;  Singh, Vijay P.
Favorite  |  View/Download:9/0  |  Submit date:2019/05/23
detection and attribution  global climate change  hydrological variability  significance  stochastic process  trend