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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  
Ensemble standardization constraints on the influence of the tree growth trends in dendroclimatology 期刊论文
CLIMATE DYNAMICS, 2020, 页码: 18
Authors:  Shi, Feng;  Yang, Bao;  Linderholm, Hans W.;  Seftigen, Kristina;  Yang, Fengmei;  Yin, Qiuzhen;  Shao, Xuemei;  Guo, Zhengtang
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Dendroclimatology  Trend similarity ranking method  Ensemble empirical mode decomposition  Regional curve standardization  
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