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Change detection in very high-resolution images based on ensemble CNNs 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 12, 页码: 4755-4777
Authors:  Zhang, Xinlong;  Fan, Rui;  Ma, Lei;  Liao, Xiaohan;  Chen, Xiuwan
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Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 718, 页码: 15
Authors:  Hong, Haoyuan;  Liu, Junzhi;  Zhu, A-Xing
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Landslide  LogitBoost alternating decision trees  Forest by penalizing attributes  Bagging  Integration model  
Reduction of structural impacts and distinction of photosynthetic pathways in a global estimation of GPP from space-borne solar-induced chlorophyll fluorescence 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 240, 页码: 17
Authors:  Zhang, Zhaoying;  Zhang, Yongguang;  Porcar-Castell, Albert;  Joiner, Joanna;  Guanter, Luis;  Yang, Xi;  Migliavacca, Mirco;  Ju, Weimin;  Sun, Zhigang;  Chen, Shiping;  Martini, David;  Zhang, Qian;  Li, Zhaohui;  Cleverly, James;  Wang, Hezhou;  Goulas, Yves
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Photosynthesis  Photosynthetic pathway  Chlorophyll fluorescence  Canopy structure  Spectral invariant theory  
Representing Model Uncertainty by Multi-Stochastic Physics Approaches in the GRAPES Ensemble 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2020, 卷号: 37, 期号: 4, 页码: 328-346
Authors:  Xu, Zhizhen;  Chen, Jing;  Jin, Zheng;  Li, Hongqi;  Chen, Fajing
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ensemble prediction  model uncertainty  stochastically perturbed parameterization  multi-stochastic physics approaches  
Arid/humid patterns over Asia in response to national-committed emission reductions under the Paris agreement 期刊论文
Progress in Earth and Planetary Science, 2020, 卷号: 7, 期号: 1
Authors:  Wang,Fang;  Zhang,Jintao
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Arid/humid patterns  Aridity index  Climate change  Asia  INDC  
Spatiotemporal variations of carbon flux and nitrogen deposition flux linked with climate change at the centennial scale in China 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 页码: 18
Authors:  Gao, Dongdong;  Dan, Li;  Fan, Guangzhou;  Tian, Hanqin;  Peng, Jing;  Yang, Xiujing;  Yang, Fuqiang;  Li, Yueyue
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Net primary production (NPP)  Temperature  Precipitation  NHx  NOy}  
A lightweight ensemble spatiotemporal interpolation model for geospatial data 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
Authors:  Cheng, Shifen;  Peng, Peng;  Lu, Feng
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Spatiotemporal interpolation  spatiotemporal dependence  lightweight ensemble  extreme learning machine  
Significant spatial patterns from the GCM seasonal forecasts of global precipitation 期刊论文
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 卷号: 24, 期号: 1, 页码: 1-16
Authors:  Zhao, Tongtiegang;  Zhang, Wei;  Zhang, Yongyong;  Liu, Zhiyong;  Chen, Xiaohong
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A Robust Deep Learning Approach for Spatiotemporal Estimation of Satellite AOD and PM2.5 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 2, 页码: 27
Authors:  Li, Lianfa
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PM2.5  satellite AOD  deep learning  autoencoder  residual network  exposure estimation  high spatiotemporal resolution  
representingmodeluncertaintybymultistochasticphysicsapproachesinthegrapesensemble 期刊论文
advancesinatmosphericsciences, 2020, 卷号: 37, 期号: 4, 页码: 328
Authors:  Xu Zhizhen;  Chen Jing;  Jin Zheng;  Li Hongqi;  Chen Fajing
Favorite  |  View/Download:11/0  |  Submit date:2020/05/20