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中国科学院地理科学与资源研究所机构知识库
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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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View/Download:18/0
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Submit date:2020/05/19
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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View/Download:9/0
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Submit date:2020/05/19
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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View/Download:11/0
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Submit date:2020/05/19
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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View/Download:8/0
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Submit date:2020/05/19
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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View/Download:10/0
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Submit date:2020/05/19
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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Submit date:2020/05/19
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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View/Download:9/0
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Submit date:2020/05/19
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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View/Download:9/0
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Submit date:2020/05/19
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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Submit date:2020/05/19
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
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View/Download:11/0
  |  
Submit date:2020/05/20