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科研机构
地理科学与资源研... [369]
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专题:地理科学与资源研究所
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A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
作者:
Wang, Han
;
Mao, Kebiao
;
Yuan, Zijin
;
Shi, Jiancheng
;
Cao, Mengmeng
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Model-data-knowledge-driven
Deep learning
Geophysical logical reasoning
Expert knowledge
Evaluation and modification of ELM seasonal deciduous phenology against observations in a southern boreal peatland forest
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 10
作者:
Meng, Lin
;
Mao, Jiafu
;
Ricciuto, Daniel M.
;
Shi, Xiaoying
;
Richardson, Andrew D.
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/11/05
Phenology
Climate change
PhenoCam
Modeling
E3SM
ELM
Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain
期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 5, 页码: 822-838
作者:
He, Lihong
;
Mo, Xingguo
;
Hu, Shi
;
Liu, Suxia
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2021/08/19
ammonia volatilization
denitrification rate
global sensitivity analyses
shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm
vegetation interface processes model
Object-Based Area-to-Point Regression Kriging for Pansharpening
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 10, 页码: 8599-8614
作者:
Zhang, Yihang
;
Atkinson, Peter M.
;
Ling, Feng
;
Foody, Giles M.
;
Wang, Qunming
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/11/05
Downscaling
geostatistics
image fusion
object-based
pansharpening
segmentation
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
A Method for Identifying Geospatial Data Sharing Websites by Combining Multi-Source Semantic Information and Machine Learning
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 18, 页码: 19
作者:
Cheng, Quanying
;
Zhu, Yunqiang
;
Zeng, Hongyun
;
Song, Jia
;
Wang, Shu
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  |  
浏览/下载:58/0
  |  
提交时间:2021/11/05
geospatial data sharing website
multi-source semantic information
website classification
natural language processing technology
machine learning
Formalizing Parameter Constraints to Support Intelligent Geoprocessing: A SHACL-Based Method
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 9, 页码: 24
作者:
Hou, Zhi-Wei
;
Qin, Cheng-Zhi
;
Zhu, A-Xing
;
Wang, Yi-Jie
;
Liang, Peng
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2021/11/05
intelligent geoprocessing
parameter constraints
input data validation
formalization
heuristic evaluation
application context
A new method for broad-scale modeling and projection of plant assemblages under climatic, biotic, and environmental cofiltering
期刊论文
CONSERVATION BIOLOGY, 2021, 页码: 10
作者:
Ferrarini, Alessandro
;
Bai, Yang
;
Dai, Junhu
;
Alatalo, Juha M.
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2021/11/05
classifier chains
climate change
multilabel modeling
plant species conservation
rare species
Swiss Alps
Cadenas de clasificacion
cambio climatico
conservacion de especies de plantas
modelado multi-etiqueta
Retrieval of Land Surface Temperature With Topographic Effect Correction From Landsat 8 Thermal Infrared Data in Mountainous Areas
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 8, 页码: 6674-6687
作者:
Zhu, Xiaolin
;
Duan, Si-Bo
;
Li, Zhao-Liang
;
Zhao, Wei
;
Wu, Hua
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Landsat 8
mountainous areas
topographic effect
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